Program List for Testing TBD Programs
Regular Faculty List
Faculty with Twitters
Faculty with Blogs
Create a preformatted list of various content types by selecting from a number of criteria and choosing the number of items to display in your list.
The Phonology of Letter Shapes
Differentiating letter shapes accurately is a core competence for any reader. Are letter shapes as distinctive as they could be? The visual shapes of letters, contrary to the phonemes of spoken languages, lack a unified description — an…
Asymmetric Information, Disagreement, and the Valuation of Debt and Equity
We study debt and equity valuation when investors have private information and may exhibit differences of opinion. Our model generates several predictions that are consistent with empirical evidence but difficult to reconcile with traditional…
Precedents Thinking
What if “old wine in new bottles” is actually the secret to game-changing innovation? The authors explore what they call precedents thinking, illustrating how radical breakthroughs such as Henry Ford’s assembly line and Reed Hastings’s…
Tax Subsidy Disclosure and Local Economic Effects
We examine if the effectiveness of business tax subsidies varies based on state disclosure laws. The prior accounting literature on government disclosure documents substantial variation in the quality of such disclosures, raising questions about…
The Blessing of Reasoning: LLM-Based Contrastive Explanations in Black-Box Recommender Systems
Modern recommender systems use machine learning (ML) models to predict consumer preferences based on consumption history. Although these “black-box” models achieve impressive predictive performance, they often suffer from a lack of transparency…
Ambition as a Doubled-Edged Sword: Career Success and Unethical Behavior
Ambition, an individual trait that we show to be empirically distinct from the Big Five dimensions of personality, has been under theorized and researched as an important determinant of both career success and unethical behavior. We…
Asking About Complex Policies
As political issues have increased in complexity, public opinion researchers increasingly ask respondents about sophisticated political topics that may require substantive knowledge and analytic skills, raising concerns about survey satisficing.…
Bank Funding Risk, Reference Rates, and Credit Supply
Corporate credit lines are drawn more heavily when funding markets are more stressed. This covariance elevates expected bank funding costs. We show that credit supply is inefficiently dampened by the associated debt-overhang cost to bank…
Creditor Control Rights and Executive Bonus Plans
We study the extent to which creditors shape the executive bonus plans of their financially distressed borrowers. Financial distress can exacerbate agency conflicts between creditors and borrowers as concerns with underinvestment become more…
Four Facts About ESG Beliefs and Investor Portfolios
We analyze survey data on ESG beliefs and preferences in a large panel of retail investors linked to administrative data on their investment portfolios. The survey elicits investors’ expectations of long-term ESG equity returns and asks about…
Reserves Were Not So Ample after All
The Federal Reserve’s “balance-sheet normalization,” which reduced aggregate reserves between 2017 and September 2019, increased repo rate distortions, the severity of rate spikes, and intraday payment timing stresses, culminating with a…
The Impact of Impact Investing
The change in the cost of capital that results from a divestiture strategy can be closely approximated by a simple function of three parameters: (1) the fraction of socially conscious capital, (2) the fraction of targeted firms in the economy and…
Trading Stocks Builds Financial Confidence and Compresses the Gender Gap
Many studies document low rates of financial literacy and suboptimal levels of participation in financial markets. These issues are particularly acute among women. Does this reflect a self-reinforcing trap? If so, can a nudge to participate in…
Addressing Health Care’s Administrative Cost Crisis
Tackling administrative waste in the health care system presents a perfect opportunity for a second Trump administration that is focused on achieving efficiencies in the federal government and alleviating the pain that inflation has caused on the…
Collecting Digital Footprints in the Wild
Continuous-Time Random Matching
Continuous-time random matching with a large (continuum) population is widely exploited in the literature, but has not had a rigorous formulation, nor a demonstration of its key assumed properties. This paper provides the first probabilistic…
Emphasis on Financial vs Nonfinancial Criteria in Employer Benefits’ Measurements
Importance: Few studies have examined the extent to which employers emphasize financial over nonfinancial criteria in measurement, reporting, and decision-making about health care benefits.
Objective: To…
Feedback Effects and Systematic Risk Exposures
We model the “feedback effect” of a firm’s stock price on investment in projects exposed to a systematic risk factor, like climate risk. The stock price reflects information about both the project’s cash flows and its discount rate. A cash-flow-…
Financial Reporting and Consumer Behavior
We show that financial reporting influences consumer behavior by drawing consumer attention to announcing firms. Analyzing global positioning system (GPS) data, we document upticks in foot traffic to firms’ commercial locations immediately…
Ironic Effects of Prosocial Gossip in Driving Inaccurate Social Perceptions
Gossip is often stereotyped as a frivolous social activity, but in fact can be a powerful tool for discouraging selfishness and cheating. In economic games, gossip induces people to act more cooperatively, presumably to avoid the cost of accruing…
Letters of Recommendation as Institutionalized Gossip: Tie Strength and the Advocacy-Accuracy Tradeoff in Brokering
Gossip is both common and consequential. People often share reputational information about others in their absence, and this ubiquitous practice powerfully shapes impressions, interactions, and relationships among senders, receivers, and the…
Blue Shield of California
Boosting Sales and Customer Welfare from Premade Foods (Let the Freshest Chicken Fly Off the Shelf First)
This paper examines a grocery retailer’s management of a premade food product. The retailer’s goal is to maximize a weighted sum of direct profit and customer welfare. Multiple items of the product are produced in batches, and immediately…
Can Activists Change Business for Good?
Blue Shield of California
Zipline 2019-2024: Bringing Delivery Home
Muni: Community Group Buying in Latin America
Nuveen and the Galapagos Marine Bond: Evaluating a Public Fixed Income Impact Investment
In late 2022, Stephen Liberatore, CFA, lead portfolio manager for and head of Nuveen’s impact fixed income strategies, picked up a phone call from colleagues at investment bank Credit Suisse regarding a marine conservation-linked bond tied to a debt-for…
Guidewheel: Finding Product-Market Fit on the Factory Floor
When Lauren Dunford cofounded the start-up that would become Guidewheel, she initially wanted to make an impact on energy sustainability in Kenya. But when her company’s power-monitoring technology struggled to find product-market fit in factories…
Scaling Scale AI: Navigating the AI Frontier
In April 2023, Alexandr Wang, CEO of Scale AI, faced a pivotal decision that would shape the future of his company. Having achieved remarkable success in providing labeled data for autonomous vehicles (AVs), Scale AI was at a crossroads as generative AI…
NEXCatalyst: Climate Tech Investment in Southeast Asia
In 2022, investor and environmentalist Danny Kennedy prepared to launch a new fund to catalyze clean energy investment in Southeast Asia. Named NEXCatalyst, it would build on the success of Kennedy’s “Indonesia 1 Fund” by expanding to new geographies…
Prelude Ventures: The Landscape of Climate Tech Investment
In 2021, Gabriel Kra, cofounder and managing director of Prelude Ventures, decided to build on the success of his pioneering, climate tech-focused Prelude Fund. With the continued investment of the Simons family, Kra set out to design a new fund with a…
Aleph: A Collaborative Advantage
In the face of unprecedented growth and high-stakes decisions, Gaston Taratuta, CEO and co-founder of Aleph Group, must navigate a critical juncture in the company’s trajectory. During the pandemic, Aleph received multiple acquisition offers, including an…
Fram Energy
This case study explores the journey of Charlotte Meerstadt, a climate-focused entrepreneur, and the development of her startup, Fram Energy. Inspired by a personal challenge with solar panels on her rental property, Meerstadt identified a critical market…
Strata’s Strategic Pivot: From Aerospace Manufacturing to N95 Masks
Perfect Rec: Personalized Product Recommendation AI
Builders Fund: Impact Prioritization Rating
Katharine Hersh (BS ‘10), a partner at Builders Fund (“Builders”), a growth-stage private equity impact investment firm based in San Francisco, was looking for a way to measure and monitor impact that embedded the thinking earlier on in the deal process…
PM Pediatrics: Scaling Pediatric Urgent Care
Steve Katz and Dr. Jeff Schor founded PM Pediatrics in 2005 with the goal of transforming pediatric urgent care. Their research showed that over 90 percent of children’s emergency room visits were for injuries and illnesses that could have been treated in…
Google Cloud in 2024: Scaling the Hyperscaler
SCiFi Foods: Real Beef, Reinvented
A Market Maker for Social Impact: Nexleaf’s Journey
In 2024, Nithya Ramanathan, CEO and co-founder of Nexleaf Analytics, faced a critical strategic decision. Over the past decade, Nexleaf had revolutionized vaccine preservation in low-income countries through ColdTrace, an IoT-based remote temperature…
JetBlue Ventures in 2024: The Evolution of a CVC
Amman Mineral International: Mining For Stories
Balmere (B)
This case centers on Madhu Shetti, CEO and founder of Balmere, a company developing skincare products for individuals undergoing cancer and autoimmune therapy. After hearing the struggles of cancer survivors during a support meeting, Shetti is driven to…
Balmere
This case centers on Madhu Shetti, CEO and founder of Balmere, a company developing skincare products for individuals undergoing cancer and autoimmune therapy. After hearing the struggles of cancer survivors during a support meeting, Shetti is driven to…
Designing through Complexity at Modsy
Shanna Tellerman, the visionary founder and CEO of Modsy, a pioneering 3D design and e-commerce platform, faced a tumultuous journey marked by rapid growth and unforeseen challenges. Launched in 2015, Modsy aimed to revolutionize the home design industry…
Note on U.S. Regulatory Regime for the Alcoholic Beverages Industry and Imports
This note offers a look at the United States’s regulatory framework for its alcoholic beverages sector, from production and importation to distribution and retail sales.
Also see: P105: Sông Cái Distillery: Producing Gin and Navigating Regulatory…
Enowa: Powering an Entire Region with 100% Renewables
In August 2023, Jens Madrian considered the final question arising from his presentation to researchers at Stanford on designing a 100 percent renewable energy system for an ambitious development initiative named NEOM, signifying new future, in Saudi…
Working Papers: Multiple Criteria
This list lets you select Working Papers to display, and how many to display. The default is three. You can filter your list using one or more of the following: node IDs, faculty author, academic area, additional topics, CIRCLE, keywords.
Working Papers - Compact
The Phonology of Letter Shapes
Differentiating letter shapes accurately is a core competence for any reader. Are letter shapes as distinctive as they could be? The visual shapes of letters, contrary to the phonemes of spoken languages, lack a unified description — an…
Asymmetric Information, Disagreement, and the Valuation of Debt and Equity
We study debt and equity valuation when investors have private information and may exhibit differences of opinion. Our model generates several predictions that are consistent with empirical evidence but difficult to reconcile with traditional…
Precedents Thinking
What if “old wine in new bottles” is actually the secret to game-changing innovation? The authors explore what they call precedents thinking, illustrating how radical breakthroughs such as Henry Ford’s assembly line and Reed Hastings’s…
Tax Subsidy Disclosure and Local Economic Effects
We examine if the effectiveness of business tax subsidies varies based on state disclosure laws. The prior accounting literature on government disclosure documents substantial variation in the quality of such disclosures, raising questions about…
The Blessing of Reasoning: LLM-Based Contrastive Explanations in Black-Box Recommender Systems
Modern recommender systems use machine learning (ML) models to predict consumer preferences based on consumption history. Although these “black-box” models achieve impressive predictive performance, they often suffer from a lack of transparency…
Ambition as a Doubled-Edged Sword: Career Success and Unethical Behavior
Ambition, an individual trait that we show to be empirically distinct from the Big Five dimensions of personality, has been under theorized and researched as an important determinant of both career success and unethical behavior. We…
Asking About Complex Policies
As political issues have increased in complexity, public opinion researchers increasingly ask respondents about sophisticated political topics that may require substantive knowledge and analytic skills, raising concerns about survey satisficing.…
Bank Funding Risk, Reference Rates, and Credit Supply
Corporate credit lines are drawn more heavily when funding markets are more stressed. This covariance elevates expected bank funding costs. We show that credit supply is inefficiently dampened by the associated debt-overhang cost to bank…
Creditor Control Rights and Executive Bonus Plans
We study the extent to which creditors shape the executive bonus plans of their financially distressed borrowers. Financial distress can exacerbate agency conflicts between creditors and borrowers as concerns with underinvestment become more…
Four Facts About ESG Beliefs and Investor Portfolios
We analyze survey data on ESG beliefs and preferences in a large panel of retail investors linked to administrative data on their investment portfolios. The survey elicits investors’ expectations of long-term ESG equity returns and asks about…
Reserves Were Not So Ample after All
The Federal Reserve’s “balance-sheet normalization,” which reduced aggregate reserves between 2017 and September 2019, increased repo rate distortions, the severity of rate spikes, and intraday payment timing stresses, culminating with a…
The Impact of Impact Investing
The change in the cost of capital that results from a divestiture strategy can be closely approximated by a simple function of three parameters: (1) the fraction of socially conscious capital, (2) the fraction of targeted firms in the economy and…
Trading Stocks Builds Financial Confidence and Compresses the Gender Gap
Many studies document low rates of financial literacy and suboptimal levels of participation in financial markets. These issues are particularly acute among women. Does this reflect a self-reinforcing trap? If so, can a nudge to participate in…
Addressing Health Care’s Administrative Cost Crisis
Tackling administrative waste in the health care system presents a perfect opportunity for a second Trump administration that is focused on achieving efficiencies in the federal government and alleviating the pain that inflation has caused on the…
Collecting Digital Footprints in the Wild
Continuous-Time Random Matching
Continuous-time random matching with a large (continuum) population is widely exploited in the literature, but has not had a rigorous formulation, nor a demonstration of its key assumed properties. This paper provides the first probabilistic…
Emphasis on Financial vs Nonfinancial Criteria in Employer Benefits’ Measurements
Importance: Few studies have examined the extent to which employers emphasize financial over nonfinancial criteria in measurement, reporting, and decision-making about health care benefits.
Objective: To…
Feedback Effects and Systematic Risk Exposures
We model the “feedback effect” of a firm’s stock price on investment in projects exposed to a systematic risk factor, like climate risk. The stock price reflects information about both the project’s cash flows and its discount rate. A cash-flow-…
Financial Reporting and Consumer Behavior
We show that financial reporting influences consumer behavior by drawing consumer attention to announcing firms. Analyzing global positioning system (GPS) data, we document upticks in foot traffic to firms’ commercial locations immediately…
Ironic Effects of Prosocial Gossip in Driving Inaccurate Social Perceptions
Gossip is often stereotyped as a frivolous social activity, but in fact can be a powerful tool for discouraging selfishness and cheating. In economic games, gossip induces people to act more cooperatively, presumably to avoid the cost of accruing…
Letters of Recommendation as Institutionalized Gossip: Tie Strength and the Advocacy-Accuracy Tradeoff in Brokering
Gossip is both common and consequential. People often share reputational information about others in their absence, and this ubiquitous practice powerfully shapes impressions, interactions, and relationships among senders, receivers, and the…
Blue Shield of California
Boosting Sales and Customer Welfare from Premade Foods (Let the Freshest Chicken Fly Off the Shelf First)
This paper examines a grocery retailer’s management of a premade food product. The retailer’s goal is to maximize a weighted sum of direct profit and customer welfare. Multiple items of the product are produced in batches, and immediately…
Can Activists Change Business for Good?
Working Papers - Expanded
The Phonology of Letter Shapes
Differentiating letter shapes accurately is a core competence for any reader. Are letter shapes as distinctive as they could be? The visual shapes of letters, contrary to the phonemes of spoken languages, lack a unified description — an…
Asymmetric Information, Disagreement, and the Valuation of Debt and Equity
We study debt and equity valuation when investors have private information and may exhibit differences of opinion. Our model generates several predictions that are consistent with empirical evidence but difficult to reconcile with traditional…
Precedents Thinking
What if “old wine in new bottles” is actually the secret to game-changing innovation? The authors explore what they call precedents thinking, illustrating how radical breakthroughs such as Henry Ford’s assembly line and Reed Hastings’s…
Tax Subsidy Disclosure and Local Economic Effects
We examine if the effectiveness of business tax subsidies varies based on state disclosure laws. The prior accounting literature on government disclosure documents substantial variation in the quality of such disclosures, raising questions about…
The Blessing of Reasoning: LLM-Based Contrastive Explanations in Black-Box Recommender Systems
Modern recommender systems use machine learning (ML) models to predict consumer preferences based on consumption history. Although these “black-box” models achieve impressive predictive performance, they often suffer from a lack of transparency…
Ambition as a Doubled-Edged Sword: Career Success and Unethical Behavior
Ambition, an individual trait that we show to be empirically distinct from the Big Five dimensions of personality, has been under theorized and researched as an important determinant of both career success and unethical behavior. We…
Asking About Complex Policies
As political issues have increased in complexity, public opinion researchers increasingly ask respondents about sophisticated political topics that may require substantive knowledge and analytic skills, raising concerns about survey satisficing.…
Bank Funding Risk, Reference Rates, and Credit Supply
Corporate credit lines are drawn more heavily when funding markets are more stressed. This covariance elevates expected bank funding costs. We show that credit supply is inefficiently dampened by the associated debt-overhang cost to bank…
Creditor Control Rights and Executive Bonus Plans
We study the extent to which creditors shape the executive bonus plans of their financially distressed borrowers. Financial distress can exacerbate agency conflicts between creditors and borrowers as concerns with underinvestment become more…
Four Facts About ESG Beliefs and Investor Portfolios
We analyze survey data on ESG beliefs and preferences in a large panel of retail investors linked to administrative data on their investment portfolios. The survey elicits investors’ expectations of long-term ESG equity returns and asks about…
Reserves Were Not So Ample after All
The Federal Reserve’s “balance-sheet normalization,” which reduced aggregate reserves between 2017 and September 2019, increased repo rate distortions, the severity of rate spikes, and intraday payment timing stresses, culminating with a…
The Impact of Impact Investing
The change in the cost of capital that results from a divestiture strategy can be closely approximated by a simple function of three parameters: (1) the fraction of socially conscious capital, (2) the fraction of targeted firms in the economy and…
Trading Stocks Builds Financial Confidence and Compresses the Gender Gap
Many studies document low rates of financial literacy and suboptimal levels of participation in financial markets. These issues are particularly acute among women. Does this reflect a self-reinforcing trap? If so, can a nudge to participate in…
Addressing Health Care’s Administrative Cost Crisis
Tackling administrative waste in the health care system presents a perfect opportunity for a second Trump administration that is focused on achieving efficiencies in the federal government and alleviating the pain that inflation has caused on the…
Collecting Digital Footprints in the Wild
Continuous-Time Random Matching
Continuous-time random matching with a large (continuum) population is widely exploited in the literature, but has not had a rigorous formulation, nor a demonstration of its key assumed properties. This paper provides the first probabilistic…
Emphasis on Financial vs Nonfinancial Criteria in Employer Benefits’ Measurements
Importance: Few studies have examined the extent to which employers emphasize financial over nonfinancial criteria in measurement, reporting, and decision-making about health care benefits.
Objective: To…
Feedback Effects and Systematic Risk Exposures
We model the “feedback effect” of a firm’s stock price on investment in projects exposed to a systematic risk factor, like climate risk. The stock price reflects information about both the project’s cash flows and its discount rate. A cash-flow-…
Financial Reporting and Consumer Behavior
We show that financial reporting influences consumer behavior by drawing consumer attention to announcing firms. Analyzing global positioning system (GPS) data, we document upticks in foot traffic to firms’ commercial locations immediately…
Ironic Effects of Prosocial Gossip in Driving Inaccurate Social Perceptions
Gossip is often stereotyped as a frivolous social activity, but in fact can be a powerful tool for discouraging selfishness and cheating. In economic games, gossip induces people to act more cooperatively, presumably to avoid the cost of accruing…
Letters of Recommendation as Institutionalized Gossip: Tie Strength and the Advocacy-Accuracy Tradeoff in Brokering
Gossip is both common and consequential. People often share reputational information about others in their absence, and this ubiquitous practice powerfully shapes impressions, interactions, and relationships among senders, receivers, and the…
Blue Shield of California
Boosting Sales and Customer Welfare from Premade Foods (Let the Freshest Chicken Fly Off the Shelf First)
This paper examines a grocery retailer’s management of a premade food product. The retailer’s goal is to maximize a weighted sum of direct profit and customer welfare. Multiple items of the product are produced in batches, and immediately…
Can Activists Change Business for Good?
ACT Projects: Multiple Criteria
This list, used in the Alumni ACT section, lets you select ACT projects to display, and how many to display. The default is three. You can filter your list using one or more of the following: node IDs, status, project type, project focus, organization type. In addition you can select one or more of these fields to display: organization location, URL, project locations, project type, project focus, organization type.
Cost Analysis, Full Team Projects
AchieveKids II
Acterra
Acterra: Action for a Healthy Planet V
Acterra: Action for a Healthy Planet VI
Ada’s Café
Alisa Ann Ruch Burn Foundation
Almaden Country Day School II
Almaden Country School
Ambition Angels
American Conservatory Theater
American Farmland Trust
American Red Cross, Palo Alto Chapter
Avenidas II
Bay Area Ridge Trail Council
Bay Area Ridge Trail Council
Bay Area Ridge Trail Council II
Bring Change 2 Mind II
Business United in Investing, Lending and Developing (BUILD)
C.O.P.E. Family Support Center
CROP Organization II
California State Parks Foundation
Californians for Justice
Cantor Arts Center
Career Closet
All Stories: Multiple Criteria
This list lets you select stories written by Marketing, and how many to display. The default is 10. The type of story (announcement, idea story, etc.) is a required field. You can filter your list using one or more of the following: title link, keyword, center & research program, alumni program, promoted in Re:Think, academic area, additional topics, region of interest.
Stories - Compact View (No Media Mentions)
With Stanford Service Corps, Students Design Solutions From the Ground Up

CNN
A Guide to Mastering Small Talk with Just About Anyone, According to Experts
Poets&Quants
Most Disruptive MBA Startups Of 2024
Inc. Magazine
Derivatives Trading: The Ultimate Tariff Hedge?
Inc. Magazine
How to Bring a Zombie Unicorn Back From the Dead
Reason.com
Trump Kills New York's Flawed Congestion Pricing Program
Financial Times
Private Equity Should Be Wary of Wooing Retail Investors
Financial Times
Smaller Countries Learn to Hedge Their Bets in the Age of Trump
The New York Times
We Still Don’t Know How to Be Normal on Slack and Zoom
Akshata Murty, MBA ’06, and Rishi Sunak, MBA ’06, Will Give Commencement Address

Bloomberg
Private Equity Adjusts to Early Realities of Trump 2.0
Medium
Young Founders Know Tech. Successful Founders Know People
The Wall Street Journal
What You Should Do About the Stock Market’s Giant Problem
Anthony Rangel, MBA ’24: Harnessing Data to Support Healthy Household Finances

Forbes
6 Books For Building Resilient And People-First Organization
Forbes
50 Brands Will Advertise At Super Bowl 2025: Here’s The Full Commercial Lineup
Bloomberg
Parents Ditch 529 Plans and Embrace Bitcoin for College Savings
Bloomberg
Billionaire Beal’s Bank Scored Record Year After Tapping the Fed
Stanford GSB Plans Year-Long Centennial Celebration

Bloomberg
Regional Banks Face Headache From Rising Treasury Yields
Charlotte Weiner, MBA ’24: Opening the Door to Billions in Unclaimed Public Benefits

Clear Admit
Stanford Appoints Sarah Soule Dean of the GSB
Sarah Soule Appointed Dean of Stanford Graduate School of Business

Stories - Expanded View (No Media Mentions)
With Stanford Service Corps, Students Design Solutions From the Ground Up

CNN
A Guide to Mastering Small Talk with Just About Anyone, According to Experts
Poets&Quants
Most Disruptive MBA Startups Of 2024
Inc. Magazine
Derivatives Trading: The Ultimate Tariff Hedge?
Inc. Magazine
How to Bring a Zombie Unicorn Back From the Dead
Reason.com
Trump Kills New York's Flawed Congestion Pricing Program
Financial Times
Private Equity Should Be Wary of Wooing Retail Investors
Financial Times
Smaller Countries Learn to Hedge Their Bets in the Age of Trump
The New York Times
We Still Don’t Know How to Be Normal on Slack and Zoom
Akshata Murty, MBA ’06, and Rishi Sunak, MBA ’06, Will Give Commencement Address

Bloomberg
Private Equity Adjusts to Early Realities of Trump 2.0
Medium
Young Founders Know Tech. Successful Founders Know People
The Wall Street Journal
What You Should Do About the Stock Market’s Giant Problem
Anthony Rangel, MBA ’24: Harnessing Data to Support Healthy Household Finances

Forbes
6 Books For Building Resilient And People-First Organization
Forbes
50 Brands Will Advertise At Super Bowl 2025: Here’s The Full Commercial Lineup
Bloomberg
Parents Ditch 529 Plans and Embrace Bitcoin for College Savings
Bloomberg
Billionaire Beal’s Bank Scored Record Year After Tapping the Fed
Stanford GSB Plans Year-Long Centennial Celebration

Bloomberg
Regional Banks Face Headache From Rising Treasury Yields
Charlotte Weiner, MBA ’24: Opening the Door to Billions in Unclaimed Public Benefits

Clear Admit
Stanford Appoints Sarah Soule Dean of the GSB
Sarah Soule Appointed Dean of Stanford Graduate School of Business

Media Mentions - Expanded
With Stanford Service Corps, Students Design Solutions From the Ground Up

CNN
A Guide to Mastering Small Talk with Just About Anyone, According to Experts
Poets&Quants
Most Disruptive MBA Startups Of 2024
Inc. Magazine
Derivatives Trading: The Ultimate Tariff Hedge?
Inc. Magazine
How to Bring a Zombie Unicorn Back From the Dead
Reason.com
Trump Kills New York's Flawed Congestion Pricing Program
Financial Times
Private Equity Should Be Wary of Wooing Retail Investors
Financial Times
Smaller Countries Learn to Hedge Their Bets in the Age of Trump
The New York Times
We Still Don’t Know How to Be Normal on Slack and Zoom
Akshata Murty, MBA ’06, and Rishi Sunak, MBA ’06, Will Give Commencement Address

Bloomberg
Private Equity Adjusts to Early Realities of Trump 2.0
Medium
Young Founders Know Tech. Successful Founders Know People
The Wall Street Journal
What You Should Do About the Stock Market’s Giant Problem
Anthony Rangel, MBA ’24: Harnessing Data to Support Healthy Household Finances

Forbes
6 Books For Building Resilient And People-First Organization
Forbes
50 Brands Will Advertise At Super Bowl 2025: Here’s The Full Commercial Lineup
Bloomberg
Parents Ditch 529 Plans and Embrace Bitcoin for College Savings
Bloomberg
Billionaire Beal’s Bank Scored Record Year After Tapping the Fed
Stanford GSB Plans Year-Long Centennial Celebration

Bloomberg
Regional Banks Face Headache From Rising Treasury Yields
Charlotte Weiner, MBA ’24: Opening the Door to Billions in Unclaimed Public Benefits

Clear Admit
Stanford Appoints Sarah Soule Dean of the GSB
Sarah Soule Appointed Dean of Stanford Graduate School of Business

Books: Multiple Criteria
This list lets you select Books to display, and how many to display. The default is three. You can filter your list using one or more of the following: node IDs, faculty author, academic area, additional topics, CIRCLE, keywords.
Finance Books - Compact
The Phonology of Letter Shapes
Differentiating letter shapes accurately is a core competence for any reader. Are letter shapes as distinctive as they could be? The visual shapes of letters, contrary to the phonemes of spoken languages, lack a unified description — an…
Asymmetric Information, Disagreement, and the Valuation of Debt and Equity
We study debt and equity valuation when investors have private information and may exhibit differences of opinion. Our model generates several predictions that are consistent with empirical evidence but difficult to reconcile with traditional…
Precedents Thinking
What if “old wine in new bottles” is actually the secret to game-changing innovation? The authors explore what they call precedents thinking, illustrating how radical breakthroughs such as Henry Ford’s assembly line and Reed Hastings’s…
Tax Subsidy Disclosure and Local Economic Effects
We examine if the effectiveness of business tax subsidies varies based on state disclosure laws. The prior accounting literature on government disclosure documents substantial variation in the quality of such disclosures, raising questions about…
The Blessing of Reasoning: LLM-Based Contrastive Explanations in Black-Box Recommender Systems
Modern recommender systems use machine learning (ML) models to predict consumer preferences based on consumption history. Although these “black-box” models achieve impressive predictive performance, they often suffer from a lack of transparency…
Ambition as a Doubled-Edged Sword: Career Success and Unethical Behavior
Ambition, an individual trait that we show to be empirically distinct from the Big Five dimensions of personality, has been under theorized and researched as an important determinant of both career success and unethical behavior. We…
Asking About Complex Policies
As political issues have increased in complexity, public opinion researchers increasingly ask respondents about sophisticated political topics that may require substantive knowledge and analytic skills, raising concerns about survey satisficing.…
Bank Funding Risk, Reference Rates, and Credit Supply
Corporate credit lines are drawn more heavily when funding markets are more stressed. This covariance elevates expected bank funding costs. We show that credit supply is inefficiently dampened by the associated debt-overhang cost to bank…
Creditor Control Rights and Executive Bonus Plans
We study the extent to which creditors shape the executive bonus plans of their financially distressed borrowers. Financial distress can exacerbate agency conflicts between creditors and borrowers as concerns with underinvestment become more…
Four Facts About ESG Beliefs and Investor Portfolios
We analyze survey data on ESG beliefs and preferences in a large panel of retail investors linked to administrative data on their investment portfolios. The survey elicits investors’ expectations of long-term ESG equity returns and asks about…
Reserves Were Not So Ample after All
The Federal Reserve’s “balance-sheet normalization,” which reduced aggregate reserves between 2017 and September 2019, increased repo rate distortions, the severity of rate spikes, and intraday payment timing stresses, culminating with a…
The Impact of Impact Investing
The change in the cost of capital that results from a divestiture strategy can be closely approximated by a simple function of three parameters: (1) the fraction of socially conscious capital, (2) the fraction of targeted firms in the economy and…
Trading Stocks Builds Financial Confidence and Compresses the Gender Gap
Many studies document low rates of financial literacy and suboptimal levels of participation in financial markets. These issues are particularly acute among women. Does this reflect a self-reinforcing trap? If so, can a nudge to participate in…
Addressing Health Care’s Administrative Cost Crisis
Tackling administrative waste in the health care system presents a perfect opportunity for a second Trump administration that is focused on achieving efficiencies in the federal government and alleviating the pain that inflation has caused on the…
Collecting Digital Footprints in the Wild
Continuous-Time Random Matching
Continuous-time random matching with a large (continuum) population is widely exploited in the literature, but has not had a rigorous formulation, nor a demonstration of its key assumed properties. This paper provides the first probabilistic…
Emphasis on Financial vs Nonfinancial Criteria in Employer Benefits’ Measurements
Importance: Few studies have examined the extent to which employers emphasize financial over nonfinancial criteria in measurement, reporting, and decision-making about health care benefits.
Objective: To…
Feedback Effects and Systematic Risk Exposures
We model the “feedback effect” of a firm’s stock price on investment in projects exposed to a systematic risk factor, like climate risk. The stock price reflects information about both the project’s cash flows and its discount rate. A cash-flow-…
Financial Reporting and Consumer Behavior
We show that financial reporting influences consumer behavior by drawing consumer attention to announcing firms. Analyzing global positioning system (GPS) data, we document upticks in foot traffic to firms’ commercial locations immediately…
Ironic Effects of Prosocial Gossip in Driving Inaccurate Social Perceptions
Gossip is often stereotyped as a frivolous social activity, but in fact can be a powerful tool for discouraging selfishness and cheating. In economic games, gossip induces people to act more cooperatively, presumably to avoid the cost of accruing…
Letters of Recommendation as Institutionalized Gossip: Tie Strength and the Advocacy-Accuracy Tradeoff in Brokering
Gossip is both common and consequential. People often share reputational information about others in their absence, and this ubiquitous practice powerfully shapes impressions, interactions, and relationships among senders, receivers, and the…
Blue Shield of California
Boosting Sales and Customer Welfare from Premade Foods (Let the Freshest Chicken Fly Off the Shelf First)
This paper examines a grocery retailer’s management of a premade food product. The retailer’s goal is to maximize a weighted sum of direct profit and customer welfare. Multiple items of the product are produced in batches, and immediately…
Can Activists Change Business for Good?
Finance Books - Expanded
The Phonology of Letter Shapes
Differentiating letter shapes accurately is a core competence for any reader. Are letter shapes as distinctive as they could be? The visual shapes of letters, contrary to the phonemes of spoken languages, lack a unified description — an…
Asymmetric Information, Disagreement, and the Valuation of Debt and Equity
We study debt and equity valuation when investors have private information and may exhibit differences of opinion. Our model generates several predictions that are consistent with empirical evidence but difficult to reconcile with traditional…
Precedents Thinking
What if “old wine in new bottles” is actually the secret to game-changing innovation? The authors explore what they call precedents thinking, illustrating how radical breakthroughs such as Henry Ford’s assembly line and Reed Hastings’s…
Tax Subsidy Disclosure and Local Economic Effects
We examine if the effectiveness of business tax subsidies varies based on state disclosure laws. The prior accounting literature on government disclosure documents substantial variation in the quality of such disclosures, raising questions about…
The Blessing of Reasoning: LLM-Based Contrastive Explanations in Black-Box Recommender Systems
Modern recommender systems use machine learning (ML) models to predict consumer preferences based on consumption history. Although these “black-box” models achieve impressive predictive performance, they often suffer from a lack of transparency…
Ambition as a Doubled-Edged Sword: Career Success and Unethical Behavior
Ambition, an individual trait that we show to be empirically distinct from the Big Five dimensions of personality, has been under theorized and researched as an important determinant of both career success and unethical behavior. We…
Asking About Complex Policies
As political issues have increased in complexity, public opinion researchers increasingly ask respondents about sophisticated political topics that may require substantive knowledge and analytic skills, raising concerns about survey satisficing.…
Bank Funding Risk, Reference Rates, and Credit Supply
Corporate credit lines are drawn more heavily when funding markets are more stressed. This covariance elevates expected bank funding costs. We show that credit supply is inefficiently dampened by the associated debt-overhang cost to bank…
Creditor Control Rights and Executive Bonus Plans
We study the extent to which creditors shape the executive bonus plans of their financially distressed borrowers. Financial distress can exacerbate agency conflicts between creditors and borrowers as concerns with underinvestment become more…
Four Facts About ESG Beliefs and Investor Portfolios
We analyze survey data on ESG beliefs and preferences in a large panel of retail investors linked to administrative data on their investment portfolios. The survey elicits investors’ expectations of long-term ESG equity returns and asks about…
Reserves Were Not So Ample after All
The Federal Reserve’s “balance-sheet normalization,” which reduced aggregate reserves between 2017 and September 2019, increased repo rate distortions, the severity of rate spikes, and intraday payment timing stresses, culminating with a…
The Impact of Impact Investing
The change in the cost of capital that results from a divestiture strategy can be closely approximated by a simple function of three parameters: (1) the fraction of socially conscious capital, (2) the fraction of targeted firms in the economy and…
Trading Stocks Builds Financial Confidence and Compresses the Gender Gap
Many studies document low rates of financial literacy and suboptimal levels of participation in financial markets. These issues are particularly acute among women. Does this reflect a self-reinforcing trap? If so, can a nudge to participate in…
Addressing Health Care’s Administrative Cost Crisis
Tackling administrative waste in the health care system presents a perfect opportunity for a second Trump administration that is focused on achieving efficiencies in the federal government and alleviating the pain that inflation has caused on the…
Collecting Digital Footprints in the Wild
Continuous-Time Random Matching
Continuous-time random matching with a large (continuum) population is widely exploited in the literature, but has not had a rigorous formulation, nor a demonstration of its key assumed properties. This paper provides the first probabilistic…
Emphasis on Financial vs Nonfinancial Criteria in Employer Benefits’ Measurements
Importance: Few studies have examined the extent to which employers emphasize financial over nonfinancial criteria in measurement, reporting, and decision-making about health care benefits.
Objective: To…
Feedback Effects and Systematic Risk Exposures
We model the “feedback effect” of a firm’s stock price on investment in projects exposed to a systematic risk factor, like climate risk. The stock price reflects information about both the project’s cash flows and its discount rate. A cash-flow-…
Financial Reporting and Consumer Behavior
We show that financial reporting influences consumer behavior by drawing consumer attention to announcing firms. Analyzing global positioning system (GPS) data, we document upticks in foot traffic to firms’ commercial locations immediately…
Ironic Effects of Prosocial Gossip in Driving Inaccurate Social Perceptions
Gossip is often stereotyped as a frivolous social activity, but in fact can be a powerful tool for discouraging selfishness and cheating. In economic games, gossip induces people to act more cooperatively, presumably to avoid the cost of accruing…
Letters of Recommendation as Institutionalized Gossip: Tie Strength and the Advocacy-Accuracy Tradeoff in Brokering
Gossip is both common and consequential. People often share reputational information about others in their absence, and this ubiquitous practice powerfully shapes impressions, interactions, and relationships among senders, receivers, and the…
Blue Shield of California
Boosting Sales and Customer Welfare from Premade Foods (Let the Freshest Chicken Fly Off the Shelf First)
This paper examines a grocery retailer’s management of a premade food product. The retailer’s goal is to maximize a weighted sum of direct profit and customer welfare. Multiple items of the product are produced in batches, and immediately…
Can Activists Change Business for Good?
Cases: Multiple Criteria
This list lets you select Cases to display, and how many to display. The default is 10. You can filter your list using one or more of the following: node IDs, academic area, business Insight topic, keywords.
Nonprofit Cases - Compact
Blue Shield of California
Zipline 2019-2024: Bringing Delivery Home
Muni: Community Group Buying in Latin America
Nuveen and the Galapagos Marine Bond: Evaluating a Public Fixed Income Impact Investment
In late 2022, Stephen Liberatore, CFA, lead portfolio manager for and head of Nuveen’s impact fixed income strategies, picked up a phone call from colleagues at investment bank Credit Suisse regarding a marine conservation-linked bond tied to a debt-for…
Guidewheel: Finding Product-Market Fit on the Factory Floor
When Lauren Dunford cofounded the start-up that would become Guidewheel, she initially wanted to make an impact on energy sustainability in Kenya. But when her company’s power-monitoring technology struggled to find product-market fit in factories…
Scaling Scale AI: Navigating the AI Frontier
In April 2023, Alexandr Wang, CEO of Scale AI, faced a pivotal decision that would shape the future of his company. Having achieved remarkable success in providing labeled data for autonomous vehicles (AVs), Scale AI was at a crossroads as generative AI…
NEXCatalyst: Climate Tech Investment in Southeast Asia
In 2022, investor and environmentalist Danny Kennedy prepared to launch a new fund to catalyze clean energy investment in Southeast Asia. Named NEXCatalyst, it would build on the success of Kennedy’s “Indonesia 1 Fund” by expanding to new geographies…
Prelude Ventures: The Landscape of Climate Tech Investment
In 2021, Gabriel Kra, cofounder and managing director of Prelude Ventures, decided to build on the success of his pioneering, climate tech-focused Prelude Fund. With the continued investment of the Simons family, Kra set out to design a new fund with a…
Aleph: A Collaborative Advantage
In the face of unprecedented growth and high-stakes decisions, Gaston Taratuta, CEO and co-founder of Aleph Group, must navigate a critical juncture in the company’s trajectory. During the pandemic, Aleph received multiple acquisition offers, including an…
Fram Energy
This case study explores the journey of Charlotte Meerstadt, a climate-focused entrepreneur, and the development of her startup, Fram Energy. Inspired by a personal challenge with solar panels on her rental property, Meerstadt identified a critical market…
Strata’s Strategic Pivot: From Aerospace Manufacturing to N95 Masks
Perfect Rec: Personalized Product Recommendation AI
Builders Fund: Impact Prioritization Rating
Katharine Hersh (BS ‘10), a partner at Builders Fund (“Builders”), a growth-stage private equity impact investment firm based in San Francisco, was looking for a way to measure and monitor impact that embedded the thinking earlier on in the deal process…
PM Pediatrics: Scaling Pediatric Urgent Care
Steve Katz and Dr. Jeff Schor founded PM Pediatrics in 2005 with the goal of transforming pediatric urgent care. Their research showed that over 90 percent of children’s emergency room visits were for injuries and illnesses that could have been treated in…
Google Cloud in 2024: Scaling the Hyperscaler
SCiFi Foods: Real Beef, Reinvented
A Market Maker for Social Impact: Nexleaf’s Journey
In 2024, Nithya Ramanathan, CEO and co-founder of Nexleaf Analytics, faced a critical strategic decision. Over the past decade, Nexleaf had revolutionized vaccine preservation in low-income countries through ColdTrace, an IoT-based remote temperature…
JetBlue Ventures in 2024: The Evolution of a CVC
Amman Mineral International: Mining For Stories
Balmere (B)
This case centers on Madhu Shetti, CEO and founder of Balmere, a company developing skincare products for individuals undergoing cancer and autoimmune therapy. After hearing the struggles of cancer survivors during a support meeting, Shetti is driven to…
Balmere
This case centers on Madhu Shetti, CEO and founder of Balmere, a company developing skincare products for individuals undergoing cancer and autoimmune therapy. After hearing the struggles of cancer survivors during a support meeting, Shetti is driven to…
Designing through Complexity at Modsy
Shanna Tellerman, the visionary founder and CEO of Modsy, a pioneering 3D design and e-commerce platform, faced a tumultuous journey marked by rapid growth and unforeseen challenges. Launched in 2015, Modsy aimed to revolutionize the home design industry…
Note on U.S. Regulatory Regime for the Alcoholic Beverages Industry and Imports
This note offers a look at the United States’s regulatory framework for its alcoholic beverages sector, from production and importation to distribution and retail sales.
Also see: P105: Sông Cái Distillery: Producing Gin and Navigating Regulatory…
Enowa: Powering an Entire Region with 100% Renewables
In August 2023, Jens Madrian considered the final question arising from his presentation to researchers at Stanford on designing a 100 percent renewable energy system for an ambitious development initiative named NEOM, signifying new future, in Saudi…
Nonprofit Cases - Expanded
Blue Shield of California
Zipline 2019-2024: Bringing Delivery Home
Muni: Community Group Buying in Latin America
Nuveen and the Galapagos Marine Bond: Evaluating a Public Fixed Income Impact Investment
In late 2022, Stephen Liberatore, CFA, lead portfolio manager for and head of Nuveen’s impact fixed income strategies, picked up a phone call from colleagues at investment bank Credit Suisse regarding a marine conservation-linked bond tied to a debt-for…
Guidewheel: Finding Product-Market Fit on the Factory Floor
When Lauren Dunford cofounded the start-up that would become Guidewheel, she initially wanted to make an impact on energy sustainability in Kenya. But when her company’s power-monitoring technology struggled to find product-market fit in factories…
Scaling Scale AI: Navigating the AI Frontier
In April 2023, Alexandr Wang, CEO of Scale AI, faced a pivotal decision that would shape the future of his company. Having achieved remarkable success in providing labeled data for autonomous vehicles (AVs), Scale AI was at a crossroads as generative AI…
NEXCatalyst: Climate Tech Investment in Southeast Asia
In 2022, investor and environmentalist Danny Kennedy prepared to launch a new fund to catalyze clean energy investment in Southeast Asia. Named NEXCatalyst, it would build on the success of Kennedy’s “Indonesia 1 Fund” by expanding to new geographies…
Prelude Ventures: The Landscape of Climate Tech Investment
In 2021, Gabriel Kra, cofounder and managing director of Prelude Ventures, decided to build on the success of his pioneering, climate tech-focused Prelude Fund. With the continued investment of the Simons family, Kra set out to design a new fund with a…
Aleph: A Collaborative Advantage
In the face of unprecedented growth and high-stakes decisions, Gaston Taratuta, CEO and co-founder of Aleph Group, must navigate a critical juncture in the company’s trajectory. During the pandemic, Aleph received multiple acquisition offers, including an…
Fram Energy
This case study explores the journey of Charlotte Meerstadt, a climate-focused entrepreneur, and the development of her startup, Fram Energy. Inspired by a personal challenge with solar panels on her rental property, Meerstadt identified a critical market…
Strata’s Strategic Pivot: From Aerospace Manufacturing to N95 Masks
Perfect Rec: Personalized Product Recommendation AI
Builders Fund: Impact Prioritization Rating
Katharine Hersh (BS ‘10), a partner at Builders Fund (“Builders”), a growth-stage private equity impact investment firm based in San Francisco, was looking for a way to measure and monitor impact that embedded the thinking earlier on in the deal process…
PM Pediatrics: Scaling Pediatric Urgent Care
Steve Katz and Dr. Jeff Schor founded PM Pediatrics in 2005 with the goal of transforming pediatric urgent care. Their research showed that over 90 percent of children’s emergency room visits were for injuries and illnesses that could have been treated in…
Google Cloud in 2024: Scaling the Hyperscaler
SCiFi Foods: Real Beef, Reinvented
A Market Maker for Social Impact: Nexleaf’s Journey
In 2024, Nithya Ramanathan, CEO and co-founder of Nexleaf Analytics, faced a critical strategic decision. Over the past decade, Nexleaf had revolutionized vaccine preservation in low-income countries through ColdTrace, an IoT-based remote temperature…
JetBlue Ventures in 2024: The Evolution of a CVC
Amman Mineral International: Mining For Stories
Balmere (B)
This case centers on Madhu Shetti, CEO and founder of Balmere, a company developing skincare products for individuals undergoing cancer and autoimmune therapy. After hearing the struggles of cancer survivors during a support meeting, Shetti is driven to…
Balmere
This case centers on Madhu Shetti, CEO and founder of Balmere, a company developing skincare products for individuals undergoing cancer and autoimmune therapy. After hearing the struggles of cancer survivors during a support meeting, Shetti is driven to…
Designing through Complexity at Modsy
Shanna Tellerman, the visionary founder and CEO of Modsy, a pioneering 3D design and e-commerce platform, faced a tumultuous journey marked by rapid growth and unforeseen challenges. Launched in 2015, Modsy aimed to revolutionize the home design industry…
Note on U.S. Regulatory Regime for the Alcoholic Beverages Industry and Imports
This note offers a look at the United States’s regulatory framework for its alcoholic beverages sector, from production and importation to distribution and retail sales.
Also see: P105: Sông Cái Distillery: Producing Gin and Navigating Regulatory…
Enowa: Powering an Entire Region with 100% Renewables
In August 2023, Jens Madrian considered the final question arising from his presentation to researchers at Stanford on designing a 100 percent renewable energy system for an ambitious development initiative named NEOM, signifying new future, in Saudi…
Clubs: Node ID | Category
This list lets you select Clubs to display, and how many to display. The default is three. You can filter using the node ID or a term that describes the Club category.
Events: Multiple Criteria
This list lets you select upcoming Events to display, and how many to display. The default is three. You can filter your list using one or more of the following: admission events, topics, type of event, region, target audience, event series, keywords.
Upcoming Events - Compact
Monday, March 17, 2025

Wednesday, March 19, 2025

Friday, March 21, 2025

Monday, March 24, 2025
Thursday, March 27, 2025

Monday, March 31, 2025
Wednesday, April 02, 2025

Thursday, April 03, 2025
Friday, April 04, 2025

Monday, April 07, 2025

Tuesday, April 08, 2025
Tuesday, April 15, 2025
Wednesday, April 16, 2025
Executive coach and GSB alumna Debbie Wolter (MBA '92) will lead participants through best practices for personal positioning, networking, interviewing and negotiation. Participants will read and learn material outside of class and the weekly sessions will focus on group discussion and small group work, allowing participants to actively engage with one another for brainstorming, networking, and support.
Thursday, April 17, 2025

Friday, April 18, 2025

Friday, April 25, 2025
Saturday, April 26, 2025

Thursday, May 01, 2025
This four-week virtual program offers the time, structure, and peer support to reconnect with what matters most to you so that your career choices lead to greater fulfillment. In addition to self-reflection, participants explore career paths, practice telling their stories, and leverage their peers for networking. Along the way, participants gain new mindsets and perspectives that empower them to build momentum.
Saturday, May 03, 2025
Saturday, May 10, 2025

Monday, May 12, 2025

Wednesday, May 14, 2025

Monday, June 02, 2025

Upcoming Events - Expanded
Monday, March 17, 2025

Wednesday, March 19, 2025

Friday, March 21, 2025

Monday, March 24, 2025
Thursday, March 27, 2025

Monday, March 31, 2025
Wednesday, April 02, 2025

Thursday, April 03, 2025
Friday, April 04, 2025

Monday, April 07, 2025

Tuesday, April 08, 2025
Tuesday, April 15, 2025
Wednesday, April 16, 2025
Executive coach and GSB alumna Debbie Wolter (MBA '92) will lead participants through best practices for personal positioning, networking, interviewing and negotiation. Participants will read and learn material outside of class and the weekly sessions will focus on group discussion and small group work, allowing participants to actively engage with one another for brainstorming, networking, and support.
Thursday, April 17, 2025

Friday, April 18, 2025

Friday, April 25, 2025
Saturday, April 26, 2025

Thursday, May 01, 2025
This four-week virtual program offers the time, structure, and peer support to reconnect with what matters most to you so that your career choices lead to greater fulfillment. In addition to self-reflection, participants explore career paths, practice telling their stories, and leverage their peers for networking. Along the way, participants gain new mindsets and perspectives that empower them to build momentum.
Saturday, May 03, 2025
Saturday, May 10, 2025

Monday, May 12, 2025

Wednesday, May 14, 2025

Monday, June 02, 2025

Faculty: Multiple Criteria
This list lets you select Faculty to display. You can list all faculty, or filter your list using one or more of the following: academic area, rank, CIRCLE affiliation, keywords. In addition you can display the name alone or with academic area and/or rank.
CSI Faculty
Publications: Multiple Criteria
This list lets you select Publications (JABCO) to display, and how many to display. The default is three. You can filter your list using one or more of the following: node IDs, publication type, faculty author, academic area, additional topics, region of interest, center, keywords.
Accounting Journal Articles - Compact
The Phonology of Letter Shapes
Differentiating letter shapes accurately is a core competence for any reader. Are letter shapes as distinctive as they could be? The visual shapes of letters, contrary to the phonemes of spoken languages, lack a unified description — an…
Asymmetric Information, Disagreement, and the Valuation of Debt and Equity
We study debt and equity valuation when investors have private information and may exhibit differences of opinion. Our model generates several predictions that are consistent with empirical evidence but difficult to reconcile with traditional…
Precedents Thinking
What if “old wine in new bottles” is actually the secret to game-changing innovation? The authors explore what they call precedents thinking, illustrating how radical breakthroughs such as Henry Ford’s assembly line and Reed Hastings’s…
Tax Subsidy Disclosure and Local Economic Effects
We examine if the effectiveness of business tax subsidies varies based on state disclosure laws. The prior accounting literature on government disclosure documents substantial variation in the quality of such disclosures, raising questions about…
The Blessing of Reasoning: LLM-Based Contrastive Explanations in Black-Box Recommender Systems
Modern recommender systems use machine learning (ML) models to predict consumer preferences based on consumption history. Although these “black-box” models achieve impressive predictive performance, they often suffer from a lack of transparency…
Ambition as a Doubled-Edged Sword: Career Success and Unethical Behavior
Ambition, an individual trait that we show to be empirically distinct from the Big Five dimensions of personality, has been under theorized and researched as an important determinant of both career success and unethical behavior. We…
Asking About Complex Policies
As political issues have increased in complexity, public opinion researchers increasingly ask respondents about sophisticated political topics that may require substantive knowledge and analytic skills, raising concerns about survey satisficing.…
Bank Funding Risk, Reference Rates, and Credit Supply
Corporate credit lines are drawn more heavily when funding markets are more stressed. This covariance elevates expected bank funding costs. We show that credit supply is inefficiently dampened by the associated debt-overhang cost to bank…
Creditor Control Rights and Executive Bonus Plans
We study the extent to which creditors shape the executive bonus plans of their financially distressed borrowers. Financial distress can exacerbate agency conflicts between creditors and borrowers as concerns with underinvestment become more…
Four Facts About ESG Beliefs and Investor Portfolios
We analyze survey data on ESG beliefs and preferences in a large panel of retail investors linked to administrative data on their investment portfolios. The survey elicits investors’ expectations of long-term ESG equity returns and asks about…
Reserves Were Not So Ample after All
The Federal Reserve’s “balance-sheet normalization,” which reduced aggregate reserves between 2017 and September 2019, increased repo rate distortions, the severity of rate spikes, and intraday payment timing stresses, culminating with a…
The Impact of Impact Investing
The change in the cost of capital that results from a divestiture strategy can be closely approximated by a simple function of three parameters: (1) the fraction of socially conscious capital, (2) the fraction of targeted firms in the economy and…
Trading Stocks Builds Financial Confidence and Compresses the Gender Gap
Many studies document low rates of financial literacy and suboptimal levels of participation in financial markets. These issues are particularly acute among women. Does this reflect a self-reinforcing trap? If so, can a nudge to participate in…
Addressing Health Care’s Administrative Cost Crisis
Tackling administrative waste in the health care system presents a perfect opportunity for a second Trump administration that is focused on achieving efficiencies in the federal government and alleviating the pain that inflation has caused on the…
Collecting Digital Footprints in the Wild
Continuous-Time Random Matching
Continuous-time random matching with a large (continuum) population is widely exploited in the literature, but has not had a rigorous formulation, nor a demonstration of its key assumed properties. This paper provides the first probabilistic…
Emphasis on Financial vs Nonfinancial Criteria in Employer Benefits’ Measurements
Importance: Few studies have examined the extent to which employers emphasize financial over nonfinancial criteria in measurement, reporting, and decision-making about health care benefits.
Objective: To…
Feedback Effects and Systematic Risk Exposures
We model the “feedback effect” of a firm’s stock price on investment in projects exposed to a systematic risk factor, like climate risk. The stock price reflects information about both the project’s cash flows and its discount rate. A cash-flow-…
Financial Reporting and Consumer Behavior
We show that financial reporting influences consumer behavior by drawing consumer attention to announcing firms. Analyzing global positioning system (GPS) data, we document upticks in foot traffic to firms’ commercial locations immediately…
Ironic Effects of Prosocial Gossip in Driving Inaccurate Social Perceptions
Gossip is often stereotyped as a frivolous social activity, but in fact can be a powerful tool for discouraging selfishness and cheating. In economic games, gossip induces people to act more cooperatively, presumably to avoid the cost of accruing…
Letters of Recommendation as Institutionalized Gossip: Tie Strength and the Advocacy-Accuracy Tradeoff in Brokering
Gossip is both common and consequential. People often share reputational information about others in their absence, and this ubiquitous practice powerfully shapes impressions, interactions, and relationships among senders, receivers, and the…
Blue Shield of California
Boosting Sales and Customer Welfare from Premade Foods (Let the Freshest Chicken Fly Off the Shelf First)
This paper examines a grocery retailer’s management of a premade food product. The retailer’s goal is to maximize a weighted sum of direct profit and customer welfare. Multiple items of the product are produced in batches, and immediately…
Can Activists Change Business for Good?
Accounting Journal Articles - Expanded
The Phonology of Letter Shapes
Differentiating letter shapes accurately is a core competence for any reader. Are letter shapes as distinctive as they could be? The visual shapes of letters, contrary to the phonemes of spoken languages, lack a unified description — an…
Asymmetric Information, Disagreement, and the Valuation of Debt and Equity
We study debt and equity valuation when investors have private information and may exhibit differences of opinion. Our model generates several predictions that are consistent with empirical evidence but difficult to reconcile with traditional…
Precedents Thinking
What if “old wine in new bottles” is actually the secret to game-changing innovation? The authors explore what they call precedents thinking, illustrating how radical breakthroughs such as Henry Ford’s assembly line and Reed Hastings’s…
Tax Subsidy Disclosure and Local Economic Effects
We examine if the effectiveness of business tax subsidies varies based on state disclosure laws. The prior accounting literature on government disclosure documents substantial variation in the quality of such disclosures, raising questions about…
The Blessing of Reasoning: LLM-Based Contrastive Explanations in Black-Box Recommender Systems
Modern recommender systems use machine learning (ML) models to predict consumer preferences based on consumption history. Although these “black-box” models achieve impressive predictive performance, they often suffer from a lack of transparency…
Ambition as a Doubled-Edged Sword: Career Success and Unethical Behavior
Ambition, an individual trait that we show to be empirically distinct from the Big Five dimensions of personality, has been under theorized and researched as an important determinant of both career success and unethical behavior. We…
Asking About Complex Policies
As political issues have increased in complexity, public opinion researchers increasingly ask respondents about sophisticated political topics that may require substantive knowledge and analytic skills, raising concerns about survey satisficing.…
Bank Funding Risk, Reference Rates, and Credit Supply
Corporate credit lines are drawn more heavily when funding markets are more stressed. This covariance elevates expected bank funding costs. We show that credit supply is inefficiently dampened by the associated debt-overhang cost to bank…
Creditor Control Rights and Executive Bonus Plans
We study the extent to which creditors shape the executive bonus plans of their financially distressed borrowers. Financial distress can exacerbate agency conflicts between creditors and borrowers as concerns with underinvestment become more…
Four Facts About ESG Beliefs and Investor Portfolios
We analyze survey data on ESG beliefs and preferences in a large panel of retail investors linked to administrative data on their investment portfolios. The survey elicits investors’ expectations of long-term ESG equity returns and asks about…
Reserves Were Not So Ample after All
The Federal Reserve’s “balance-sheet normalization,” which reduced aggregate reserves between 2017 and September 2019, increased repo rate distortions, the severity of rate spikes, and intraday payment timing stresses, culminating with a…
The Impact of Impact Investing
The change in the cost of capital that results from a divestiture strategy can be closely approximated by a simple function of three parameters: (1) the fraction of socially conscious capital, (2) the fraction of targeted firms in the economy and…
Trading Stocks Builds Financial Confidence and Compresses the Gender Gap
Many studies document low rates of financial literacy and suboptimal levels of participation in financial markets. These issues are particularly acute among women. Does this reflect a self-reinforcing trap? If so, can a nudge to participate in…
Addressing Health Care’s Administrative Cost Crisis
Tackling administrative waste in the health care system presents a perfect opportunity for a second Trump administration that is focused on achieving efficiencies in the federal government and alleviating the pain that inflation has caused on the…
Collecting Digital Footprints in the Wild
Continuous-Time Random Matching
Continuous-time random matching with a large (continuum) population is widely exploited in the literature, but has not had a rigorous formulation, nor a demonstration of its key assumed properties. This paper provides the first probabilistic…
Emphasis on Financial vs Nonfinancial Criteria in Employer Benefits’ Measurements
Importance: Few studies have examined the extent to which employers emphasize financial over nonfinancial criteria in measurement, reporting, and decision-making about health care benefits.
Objective: To…
Feedback Effects and Systematic Risk Exposures
We model the “feedback effect” of a firm’s stock price on investment in projects exposed to a systematic risk factor, like climate risk. The stock price reflects information about both the project’s cash flows and its discount rate. A cash-flow-…
Financial Reporting and Consumer Behavior
We show that financial reporting influences consumer behavior by drawing consumer attention to announcing firms. Analyzing global positioning system (GPS) data, we document upticks in foot traffic to firms’ commercial locations immediately…
Ironic Effects of Prosocial Gossip in Driving Inaccurate Social Perceptions
Gossip is often stereotyped as a frivolous social activity, but in fact can be a powerful tool for discouraging selfishness and cheating. In economic games, gossip induces people to act more cooperatively, presumably to avoid the cost of accruing…
Letters of Recommendation as Institutionalized Gossip: Tie Strength and the Advocacy-Accuracy Tradeoff in Brokering
Gossip is both common and consequential. People often share reputational information about others in their absence, and this ubiquitous practice powerfully shapes impressions, interactions, and relationships among senders, receivers, and the…
Blue Shield of California
Boosting Sales and Customer Welfare from Premade Foods (Let the Freshest Chicken Fly Off the Shelf First)
This paper examines a grocery retailer’s management of a premade food product. The retailer’s goal is to maximize a weighted sum of direct profit and customer welfare. Multiple items of the product are produced in batches, and immediately…
Can Activists Change Business for Good?
Programs: Multiple Criteria
Programs
ACT Projects: Multiple Criteria
Cost Analysis, Full Team Projects
AchieveKids II
Acterra
Acterra: Action for a Healthy Planet V
Acterra: Action for a Healthy Planet VI
Ada’s Café
Alisa Ann Ruch Burn Foundation
Almaden Country Day School II
Almaden Country School
Ambition Angels
American Conservatory Theater
American Farmland Trust
American Red Cross, Palo Alto Chapter
Avenidas II
Bay Area Ridge Trail Council
Bay Area Ridge Trail Council
Bay Area Ridge Trail Council II
Bring Change 2 Mind II
Business United in Investing, Lending and Developing (BUILD)
C.O.P.E. Family Support Center
CROP Organization II
California State Parks Foundation
Californians for Justice
Cantor Arts Center
Career Closet
All Stories: Multiple Criteria
Stories - Compact View
With Stanford Service Corps, Students Design Solutions From the Ground Up

CNN
A Guide to Mastering Small Talk with Just About Anyone, According to Experts
Poets&Quants
Most Disruptive MBA Startups Of 2024
Inc. Magazine
Derivatives Trading: The Ultimate Tariff Hedge?
Inc. Magazine
How to Bring a Zombie Unicorn Back From the Dead
Reason.com
Trump Kills New York's Flawed Congestion Pricing Program
Financial Times
Private Equity Should Be Wary of Wooing Retail Investors
Financial Times
Smaller Countries Learn to Hedge Their Bets in the Age of Trump
The New York Times
We Still Don’t Know How to Be Normal on Slack and Zoom
Akshata Murty, MBA ’06, and Rishi Sunak, MBA ’06, Will Give Commencement Address

Bloomberg
Private Equity Adjusts to Early Realities of Trump 2.0
Medium
Young Founders Know Tech. Successful Founders Know People
The Wall Street Journal
What You Should Do About the Stock Market’s Giant Problem
Anthony Rangel, MBA ’24: Harnessing Data to Support Healthy Household Finances

Forbes
6 Books For Building Resilient And People-First Organization
Forbes
50 Brands Will Advertise At Super Bowl 2025: Here’s The Full Commercial Lineup
Bloomberg
Parents Ditch 529 Plans and Embrace Bitcoin for College Savings
Bloomberg
Billionaire Beal’s Bank Scored Record Year After Tapping the Fed
Stanford GSB Plans Year-Long Centennial Celebration

Bloomberg
Regional Banks Face Headache From Rising Treasury Yields
Charlotte Weiner, MBA ’24: Opening the Door to Billions in Unclaimed Public Benefits

Clear Admit
Stanford Appoints Sarah Soule Dean of the GSB
Sarah Soule Appointed Dean of Stanford Graduate School of Business

Stories - Expanded View
With Stanford Service Corps, Students Design Solutions From the Ground Up

CNN
A Guide to Mastering Small Talk with Just About Anyone, According to Experts
Poets&Quants
Most Disruptive MBA Startups Of 2024
Inc. Magazine
Derivatives Trading: The Ultimate Tariff Hedge?
Inc. Magazine
How to Bring a Zombie Unicorn Back From the Dead
Reason.com
Trump Kills New York's Flawed Congestion Pricing Program
Financial Times
Private Equity Should Be Wary of Wooing Retail Investors
Financial Times
Smaller Countries Learn to Hedge Their Bets in the Age of Trump
The New York Times
We Still Don’t Know How to Be Normal on Slack and Zoom
Akshata Murty, MBA ’06, and Rishi Sunak, MBA ’06, Will Give Commencement Address

Bloomberg
Private Equity Adjusts to Early Realities of Trump 2.0
Medium
Young Founders Know Tech. Successful Founders Know People
The Wall Street Journal
What You Should Do About the Stock Market’s Giant Problem
Anthony Rangel, MBA ’24: Harnessing Data to Support Healthy Household Finances

Forbes
6 Books For Building Resilient And People-First Organization
Forbes
50 Brands Will Advertise At Super Bowl 2025: Here’s The Full Commercial Lineup
Bloomberg
Parents Ditch 529 Plans and Embrace Bitcoin for College Savings
Bloomberg
Billionaire Beal’s Bank Scored Record Year After Tapping the Fed
Stanford GSB Plans Year-Long Centennial Celebration

Bloomberg
Regional Banks Face Headache From Rising Treasury Yields
Charlotte Weiner, MBA ’24: Opening the Door to Billions in Unclaimed Public Benefits

Clear Admit
Stanford Appoints Sarah Soule Dean of the GSB
Sarah Soule Appointed Dean of Stanford Graduate School of Business

Offsite Stories - Expanded
With Stanford Service Corps, Students Design Solutions From the Ground Up

CNN
A Guide to Mastering Small Talk with Just About Anyone, According to Experts
Poets&Quants
Most Disruptive MBA Startups Of 2024
Inc. Magazine
Derivatives Trading: The Ultimate Tariff Hedge?
Inc. Magazine
How to Bring a Zombie Unicorn Back From the Dead
Reason.com
Trump Kills New York's Flawed Congestion Pricing Program
Financial Times
Private Equity Should Be Wary of Wooing Retail Investors
Financial Times
Smaller Countries Learn to Hedge Their Bets in the Age of Trump
The New York Times
We Still Don’t Know How to Be Normal on Slack and Zoom
Akshata Murty, MBA ’06, and Rishi Sunak, MBA ’06, Will Give Commencement Address

Bloomberg
Private Equity Adjusts to Early Realities of Trump 2.0
Medium
Young Founders Know Tech. Successful Founders Know People
The Wall Street Journal
What You Should Do About the Stock Market’s Giant Problem
Anthony Rangel, MBA ’24: Harnessing Data to Support Healthy Household Finances

Forbes
6 Books For Building Resilient And People-First Organization
Forbes
50 Brands Will Advertise At Super Bowl 2025: Here’s The Full Commercial Lineup
Bloomberg
Parents Ditch 529 Plans and Embrace Bitcoin for College Savings
Bloomberg
Billionaire Beal’s Bank Scored Record Year After Tapping the Fed
Stanford GSB Plans Year-Long Centennial Celebration

Bloomberg
Regional Banks Face Headache From Rising Treasury Yields
Charlotte Weiner, MBA ’24: Opening the Door to Billions in Unclaimed Public Benefits

Clear Admit
Stanford Appoints Sarah Soule Dean of the GSB
Sarah Soule Appointed Dean of Stanford Graduate School of Business

Books: Multiple Criteria
Finance Books - Compact
The Phonology of Letter Shapes
Differentiating letter shapes accurately is a core competence for any reader. Are letter shapes as distinctive as they could be? The visual shapes of letters, contrary to the phonemes of spoken languages, lack a unified description — an…
Asymmetric Information, Disagreement, and the Valuation of Debt and Equity
We study debt and equity valuation when investors have private information and may exhibit differences of opinion. Our model generates several predictions that are consistent with empirical evidence but difficult to reconcile with traditional…
Precedents Thinking
What if “old wine in new bottles” is actually the secret to game-changing innovation? The authors explore what they call precedents thinking, illustrating how radical breakthroughs such as Henry Ford’s assembly line and Reed Hastings’s…
Tax Subsidy Disclosure and Local Economic Effects
We examine if the effectiveness of business tax subsidies varies based on state disclosure laws. The prior accounting literature on government disclosure documents substantial variation in the quality of such disclosures, raising questions about…
The Blessing of Reasoning: LLM-Based Contrastive Explanations in Black-Box Recommender Systems
Modern recommender systems use machine learning (ML) models to predict consumer preferences based on consumption history. Although these “black-box” models achieve impressive predictive performance, they often suffer from a lack of transparency…
Ambition as a Doubled-Edged Sword: Career Success and Unethical Behavior
Ambition, an individual trait that we show to be empirically distinct from the Big Five dimensions of personality, has been under theorized and researched as an important determinant of both career success and unethical behavior. We…
Asking About Complex Policies
As political issues have increased in complexity, public opinion researchers increasingly ask respondents about sophisticated political topics that may require substantive knowledge and analytic skills, raising concerns about survey satisficing.…
Bank Funding Risk, Reference Rates, and Credit Supply
Corporate credit lines are drawn more heavily when funding markets are more stressed. This covariance elevates expected bank funding costs. We show that credit supply is inefficiently dampened by the associated debt-overhang cost to bank…
Creditor Control Rights and Executive Bonus Plans
We study the extent to which creditors shape the executive bonus plans of their financially distressed borrowers. Financial distress can exacerbate agency conflicts between creditors and borrowers as concerns with underinvestment become more…
Four Facts About ESG Beliefs and Investor Portfolios
We analyze survey data on ESG beliefs and preferences in a large panel of retail investors linked to administrative data on their investment portfolios. The survey elicits investors’ expectations of long-term ESG equity returns and asks about…
Reserves Were Not So Ample after All
The Federal Reserve’s “balance-sheet normalization,” which reduced aggregate reserves between 2017 and September 2019, increased repo rate distortions, the severity of rate spikes, and intraday payment timing stresses, culminating with a…
The Impact of Impact Investing
The change in the cost of capital that results from a divestiture strategy can be closely approximated by a simple function of three parameters: (1) the fraction of socially conscious capital, (2) the fraction of targeted firms in the economy and…
Trading Stocks Builds Financial Confidence and Compresses the Gender Gap
Many studies document low rates of financial literacy and suboptimal levels of participation in financial markets. These issues are particularly acute among women. Does this reflect a self-reinforcing trap? If so, can a nudge to participate in…
Addressing Health Care’s Administrative Cost Crisis
Tackling administrative waste in the health care system presents a perfect opportunity for a second Trump administration that is focused on achieving efficiencies in the federal government and alleviating the pain that inflation has caused on the…
Collecting Digital Footprints in the Wild
Continuous-Time Random Matching
Continuous-time random matching with a large (continuum) population is widely exploited in the literature, but has not had a rigorous formulation, nor a demonstration of its key assumed properties. This paper provides the first probabilistic…
Emphasis on Financial vs Nonfinancial Criteria in Employer Benefits’ Measurements
Importance: Few studies have examined the extent to which employers emphasize financial over nonfinancial criteria in measurement, reporting, and decision-making about health care benefits.
Objective: To…
Feedback Effects and Systematic Risk Exposures
We model the “feedback effect” of a firm’s stock price on investment in projects exposed to a systematic risk factor, like climate risk. The stock price reflects information about both the project’s cash flows and its discount rate. A cash-flow-…
Financial Reporting and Consumer Behavior
We show that financial reporting influences consumer behavior by drawing consumer attention to announcing firms. Analyzing global positioning system (GPS) data, we document upticks in foot traffic to firms’ commercial locations immediately…
Ironic Effects of Prosocial Gossip in Driving Inaccurate Social Perceptions
Gossip is often stereotyped as a frivolous social activity, but in fact can be a powerful tool for discouraging selfishness and cheating. In economic games, gossip induces people to act more cooperatively, presumably to avoid the cost of accruing…
Letters of Recommendation as Institutionalized Gossip: Tie Strength and the Advocacy-Accuracy Tradeoff in Brokering
Gossip is both common and consequential. People often share reputational information about others in their absence, and this ubiquitous practice powerfully shapes impressions, interactions, and relationships among senders, receivers, and the…
Blue Shield of California
Boosting Sales and Customer Welfare from Premade Foods (Let the Freshest Chicken Fly Off the Shelf First)
This paper examines a grocery retailer’s management of a premade food product. The retailer’s goal is to maximize a weighted sum of direct profit and customer welfare. Multiple items of the product are produced in batches, and immediately…
Can Activists Change Business for Good?
Finance Books - Expanded
The Phonology of Letter Shapes
Differentiating letter shapes accurately is a core competence for any reader. Are letter shapes as distinctive as they could be? The visual shapes of letters, contrary to the phonemes of spoken languages, lack a unified description — an…
Asymmetric Information, Disagreement, and the Valuation of Debt and Equity
We study debt and equity valuation when investors have private information and may exhibit differences of opinion. Our model generates several predictions that are consistent with empirical evidence but difficult to reconcile with traditional…
Precedents Thinking
What if “old wine in new bottles” is actually the secret to game-changing innovation? The authors explore what they call precedents thinking, illustrating how radical breakthroughs such as Henry Ford’s assembly line and Reed Hastings’s…
Tax Subsidy Disclosure and Local Economic Effects
We examine if the effectiveness of business tax subsidies varies based on state disclosure laws. The prior accounting literature on government disclosure documents substantial variation in the quality of such disclosures, raising questions about…
The Blessing of Reasoning: LLM-Based Contrastive Explanations in Black-Box Recommender Systems
Modern recommender systems use machine learning (ML) models to predict consumer preferences based on consumption history. Although these “black-box” models achieve impressive predictive performance, they often suffer from a lack of transparency…
Ambition as a Doubled-Edged Sword: Career Success and Unethical Behavior
Ambition, an individual trait that we show to be empirically distinct from the Big Five dimensions of personality, has been under theorized and researched as an important determinant of both career success and unethical behavior. We…
Asking About Complex Policies
As political issues have increased in complexity, public opinion researchers increasingly ask respondents about sophisticated political topics that may require substantive knowledge and analytic skills, raising concerns about survey satisficing.…
Bank Funding Risk, Reference Rates, and Credit Supply
Corporate credit lines are drawn more heavily when funding markets are more stressed. This covariance elevates expected bank funding costs. We show that credit supply is inefficiently dampened by the associated debt-overhang cost to bank…
Creditor Control Rights and Executive Bonus Plans
We study the extent to which creditors shape the executive bonus plans of their financially distressed borrowers. Financial distress can exacerbate agency conflicts between creditors and borrowers as concerns with underinvestment become more…
Four Facts About ESG Beliefs and Investor Portfolios
We analyze survey data on ESG beliefs and preferences in a large panel of retail investors linked to administrative data on their investment portfolios. The survey elicits investors’ expectations of long-term ESG equity returns and asks about…
Reserves Were Not So Ample after All
The Federal Reserve’s “balance-sheet normalization,” which reduced aggregate reserves between 2017 and September 2019, increased repo rate distortions, the severity of rate spikes, and intraday payment timing stresses, culminating with a…
The Impact of Impact Investing
The change in the cost of capital that results from a divestiture strategy can be closely approximated by a simple function of three parameters: (1) the fraction of socially conscious capital, (2) the fraction of targeted firms in the economy and…
Trading Stocks Builds Financial Confidence and Compresses the Gender Gap
Many studies document low rates of financial literacy and suboptimal levels of participation in financial markets. These issues are particularly acute among women. Does this reflect a self-reinforcing trap? If so, can a nudge to participate in…
Addressing Health Care’s Administrative Cost Crisis
Tackling administrative waste in the health care system presents a perfect opportunity for a second Trump administration that is focused on achieving efficiencies in the federal government and alleviating the pain that inflation has caused on the…
Collecting Digital Footprints in the Wild
Continuous-Time Random Matching
Continuous-time random matching with a large (continuum) population is widely exploited in the literature, but has not had a rigorous formulation, nor a demonstration of its key assumed properties. This paper provides the first probabilistic…
Emphasis on Financial vs Nonfinancial Criteria in Employer Benefits’ Measurements
Importance: Few studies have examined the extent to which employers emphasize financial over nonfinancial criteria in measurement, reporting, and decision-making about health care benefits.
Objective: To…
Feedback Effects and Systematic Risk Exposures
We model the “feedback effect” of a firm’s stock price on investment in projects exposed to a systematic risk factor, like climate risk. The stock price reflects information about both the project’s cash flows and its discount rate. A cash-flow-…
Financial Reporting and Consumer Behavior
We show that financial reporting influences consumer behavior by drawing consumer attention to announcing firms. Analyzing global positioning system (GPS) data, we document upticks in foot traffic to firms’ commercial locations immediately…
Ironic Effects of Prosocial Gossip in Driving Inaccurate Social Perceptions
Gossip is often stereotyped as a frivolous social activity, but in fact can be a powerful tool for discouraging selfishness and cheating. In economic games, gossip induces people to act more cooperatively, presumably to avoid the cost of accruing…
Letters of Recommendation as Institutionalized Gossip: Tie Strength and the Advocacy-Accuracy Tradeoff in Brokering
Gossip is both common and consequential. People often share reputational information about others in their absence, and this ubiquitous practice powerfully shapes impressions, interactions, and relationships among senders, receivers, and the…
Blue Shield of California
Boosting Sales and Customer Welfare from Premade Foods (Let the Freshest Chicken Fly Off the Shelf First)
This paper examines a grocery retailer’s management of a premade food product. The retailer’s goal is to maximize a weighted sum of direct profit and customer welfare. Multiple items of the product are produced in batches, and immediately…
Can Activists Change Business for Good?
Cases: Multiple Criteria
Nonprofit Cases - Compact
Blue Shield of California
Zipline 2019-2024: Bringing Delivery Home
Muni: Community Group Buying in Latin America
Nuveen and the Galapagos Marine Bond: Evaluating a Public Fixed Income Impact Investment
In late 2022, Stephen Liberatore, CFA, lead portfolio manager for and head of Nuveen’s impact fixed income strategies, picked up a phone call from colleagues at investment bank Credit Suisse regarding a marine conservation-linked bond tied to a debt-for…
Guidewheel: Finding Product-Market Fit on the Factory Floor
When Lauren Dunford cofounded the start-up that would become Guidewheel, she initially wanted to make an impact on energy sustainability in Kenya. But when her company’s power-monitoring technology struggled to find product-market fit in factories…
Scaling Scale AI: Navigating the AI Frontier
In April 2023, Alexandr Wang, CEO of Scale AI, faced a pivotal decision that would shape the future of his company. Having achieved remarkable success in providing labeled data for autonomous vehicles (AVs), Scale AI was at a crossroads as generative AI…
NEXCatalyst: Climate Tech Investment in Southeast Asia
In 2022, investor and environmentalist Danny Kennedy prepared to launch a new fund to catalyze clean energy investment in Southeast Asia. Named NEXCatalyst, it would build on the success of Kennedy’s “Indonesia 1 Fund” by expanding to new geographies…
Prelude Ventures: The Landscape of Climate Tech Investment
In 2021, Gabriel Kra, cofounder and managing director of Prelude Ventures, decided to build on the success of his pioneering, climate tech-focused Prelude Fund. With the continued investment of the Simons family, Kra set out to design a new fund with a…
Aleph: A Collaborative Advantage
In the face of unprecedented growth and high-stakes decisions, Gaston Taratuta, CEO and co-founder of Aleph Group, must navigate a critical juncture in the company’s trajectory. During the pandemic, Aleph received multiple acquisition offers, including an…
Fram Energy
This case study explores the journey of Charlotte Meerstadt, a climate-focused entrepreneur, and the development of her startup, Fram Energy. Inspired by a personal challenge with solar panels on her rental property, Meerstadt identified a critical market…
Strata’s Strategic Pivot: From Aerospace Manufacturing to N95 Masks
Perfect Rec: Personalized Product Recommendation AI
Builders Fund: Impact Prioritization Rating
Katharine Hersh (BS ‘10), a partner at Builders Fund (“Builders”), a growth-stage private equity impact investment firm based in San Francisco, was looking for a way to measure and monitor impact that embedded the thinking earlier on in the deal process…
PM Pediatrics: Scaling Pediatric Urgent Care
Steve Katz and Dr. Jeff Schor founded PM Pediatrics in 2005 with the goal of transforming pediatric urgent care. Their research showed that over 90 percent of children’s emergency room visits were for injuries and illnesses that could have been treated in…
Google Cloud in 2024: Scaling the Hyperscaler
SCiFi Foods: Real Beef, Reinvented
A Market Maker for Social Impact: Nexleaf’s Journey
In 2024, Nithya Ramanathan, CEO and co-founder of Nexleaf Analytics, faced a critical strategic decision. Over the past decade, Nexleaf had revolutionized vaccine preservation in low-income countries through ColdTrace, an IoT-based remote temperature…
JetBlue Ventures in 2024: The Evolution of a CVC
Amman Mineral International: Mining For Stories
Balmere (B)
This case centers on Madhu Shetti, CEO and founder of Balmere, a company developing skincare products for individuals undergoing cancer and autoimmune therapy. After hearing the struggles of cancer survivors during a support meeting, Shetti is driven to…
Balmere
This case centers on Madhu Shetti, CEO and founder of Balmere, a company developing skincare products for individuals undergoing cancer and autoimmune therapy. After hearing the struggles of cancer survivors during a support meeting, Shetti is driven to…
Designing through Complexity at Modsy
Shanna Tellerman, the visionary founder and CEO of Modsy, a pioneering 3D design and e-commerce platform, faced a tumultuous journey marked by rapid growth and unforeseen challenges. Launched in 2015, Modsy aimed to revolutionize the home design industry…
Note on U.S. Regulatory Regime for the Alcoholic Beverages Industry and Imports
This note offers a look at the United States’s regulatory framework for its alcoholic beverages sector, from production and importation to distribution and retail sales.
Also see: P105: Sông Cái Distillery: Producing Gin and Navigating Regulatory…
Enowa: Powering an Entire Region with 100% Renewables
In August 2023, Jens Madrian considered the final question arising from his presentation to researchers at Stanford on designing a 100 percent renewable energy system for an ambitious development initiative named NEOM, signifying new future, in Saudi…
Nonprofit Cases - Expanded
Blue Shield of California
Zipline 2019-2024: Bringing Delivery Home
Muni: Community Group Buying in Latin America
Nuveen and the Galapagos Marine Bond: Evaluating a Public Fixed Income Impact Investment
In late 2022, Stephen Liberatore, CFA, lead portfolio manager for and head of Nuveen’s impact fixed income strategies, picked up a phone call from colleagues at investment bank Credit Suisse regarding a marine conservation-linked bond tied to a debt-for…
Guidewheel: Finding Product-Market Fit on the Factory Floor
When Lauren Dunford cofounded the start-up that would become Guidewheel, she initially wanted to make an impact on energy sustainability in Kenya. But when her company’s power-monitoring technology struggled to find product-market fit in factories…
Scaling Scale AI: Navigating the AI Frontier
In April 2023, Alexandr Wang, CEO of Scale AI, faced a pivotal decision that would shape the future of his company. Having achieved remarkable success in providing labeled data for autonomous vehicles (AVs), Scale AI was at a crossroads as generative AI…
NEXCatalyst: Climate Tech Investment in Southeast Asia
In 2022, investor and environmentalist Danny Kennedy prepared to launch a new fund to catalyze clean energy investment in Southeast Asia. Named NEXCatalyst, it would build on the success of Kennedy’s “Indonesia 1 Fund” by expanding to new geographies…
Prelude Ventures: The Landscape of Climate Tech Investment
In 2021, Gabriel Kra, cofounder and managing director of Prelude Ventures, decided to build on the success of his pioneering, climate tech-focused Prelude Fund. With the continued investment of the Simons family, Kra set out to design a new fund with a…
Aleph: A Collaborative Advantage
In the face of unprecedented growth and high-stakes decisions, Gaston Taratuta, CEO and co-founder of Aleph Group, must navigate a critical juncture in the company’s trajectory. During the pandemic, Aleph received multiple acquisition offers, including an…
Fram Energy
This case study explores the journey of Charlotte Meerstadt, a climate-focused entrepreneur, and the development of her startup, Fram Energy. Inspired by a personal challenge with solar panels on her rental property, Meerstadt identified a critical market…
Strata’s Strategic Pivot: From Aerospace Manufacturing to N95 Masks
Perfect Rec: Personalized Product Recommendation AI
Builders Fund: Impact Prioritization Rating
Katharine Hersh (BS ‘10), a partner at Builders Fund (“Builders”), a growth-stage private equity impact investment firm based in San Francisco, was looking for a way to measure and monitor impact that embedded the thinking earlier on in the deal process…
PM Pediatrics: Scaling Pediatric Urgent Care
Steve Katz and Dr. Jeff Schor founded PM Pediatrics in 2005 with the goal of transforming pediatric urgent care. Their research showed that over 90 percent of children’s emergency room visits were for injuries and illnesses that could have been treated in…
Google Cloud in 2024: Scaling the Hyperscaler
SCiFi Foods: Real Beef, Reinvented
A Market Maker for Social Impact: Nexleaf’s Journey
In 2024, Nithya Ramanathan, CEO and co-founder of Nexleaf Analytics, faced a critical strategic decision. Over the past decade, Nexleaf had revolutionized vaccine preservation in low-income countries through ColdTrace, an IoT-based remote temperature…
JetBlue Ventures in 2024: The Evolution of a CVC
Amman Mineral International: Mining For Stories
Balmere (B)
This case centers on Madhu Shetti, CEO and founder of Balmere, a company developing skincare products for individuals undergoing cancer and autoimmune therapy. After hearing the struggles of cancer survivors during a support meeting, Shetti is driven to…
Balmere
This case centers on Madhu Shetti, CEO and founder of Balmere, a company developing skincare products for individuals undergoing cancer and autoimmune therapy. After hearing the struggles of cancer survivors during a support meeting, Shetti is driven to…
Designing through Complexity at Modsy
Shanna Tellerman, the visionary founder and CEO of Modsy, a pioneering 3D design and e-commerce platform, faced a tumultuous journey marked by rapid growth and unforeseen challenges. Launched in 2015, Modsy aimed to revolutionize the home design industry…
Note on U.S. Regulatory Regime for the Alcoholic Beverages Industry and Imports
This note offers a look at the United States’s regulatory framework for its alcoholic beverages sector, from production and importation to distribution and retail sales.
Also see: P105: Sông Cái Distillery: Producing Gin and Navigating Regulatory…
Enowa: Powering an Entire Region with 100% Renewables
In August 2023, Jens Madrian considered the final question arising from his presentation to researchers at Stanford on designing a 100 percent renewable energy system for an ambitious development initiative named NEOM, signifying new future, in Saudi…
Clubs: Node ID | Category
Events: Multiple Criteria
Upcoming Events - Compact
Monday, March 17, 2025

Wednesday, March 19, 2025

Friday, March 21, 2025

Monday, March 24, 2025
Thursday, March 27, 2025

Monday, March 31, 2025
Wednesday, April 02, 2025

Thursday, April 03, 2025
Friday, April 04, 2025

Monday, April 07, 2025

Tuesday, April 08, 2025
Tuesday, April 15, 2025
Wednesday, April 16, 2025
Executive coach and GSB alumna Debbie Wolter (MBA '92) will lead participants through best practices for personal positioning, networking, interviewing and negotiation. Participants will read and learn material outside of class and the weekly sessions will focus on group discussion and small group work, allowing participants to actively engage with one another for brainstorming, networking, and support.
Thursday, April 17, 2025

Friday, April 18, 2025

Friday, April 25, 2025
Saturday, April 26, 2025

Thursday, May 01, 2025
This four-week virtual program offers the time, structure, and peer support to reconnect with what matters most to you so that your career choices lead to greater fulfillment. In addition to self-reflection, participants explore career paths, practice telling their stories, and leverage their peers for networking. Along the way, participants gain new mindsets and perspectives that empower them to build momentum.
Saturday, May 03, 2025
Saturday, May 10, 2025

Monday, May 12, 2025

Wednesday, May 14, 2025

Monday, June 02, 2025

Upcoming Events - Expanded
Monday, March 17, 2025

Wednesday, March 19, 2025

Friday, March 21, 2025

Monday, March 24, 2025
Thursday, March 27, 2025

Monday, March 31, 2025
Wednesday, April 02, 2025

Thursday, April 03, 2025
Friday, April 04, 2025

Monday, April 07, 2025

Tuesday, April 08, 2025
Tuesday, April 15, 2025
Wednesday, April 16, 2025
Executive coach and GSB alumna Debbie Wolter (MBA '92) will lead participants through best practices for personal positioning, networking, interviewing and negotiation. Participants will read and learn material outside of class and the weekly sessions will focus on group discussion and small group work, allowing participants to actively engage with one another for brainstorming, networking, and support.
Thursday, April 17, 2025

Friday, April 18, 2025

Friday, April 25, 2025
Saturday, April 26, 2025

Thursday, May 01, 2025
This four-week virtual program offers the time, structure, and peer support to reconnect with what matters most to you so that your career choices lead to greater fulfillment. In addition to self-reflection, participants explore career paths, practice telling their stories, and leverage their peers for networking. Along the way, participants gain new mindsets and perspectives that empower them to build momentum.
Saturday, May 03, 2025
Saturday, May 10, 2025

Monday, May 12, 2025

Wednesday, May 14, 2025

Monday, June 02, 2025

Faculty: Multiple Criteria
CSI Faculty
Publications: Multiple Criteria
Accounting Journal Articles - Compact
The Phonology of Letter Shapes
Differentiating letter shapes accurately is a core competence for any reader. Are letter shapes as distinctive as they could be? The visual shapes of letters, contrary to the phonemes of spoken languages, lack a unified description — an…
Asymmetric Information, Disagreement, and the Valuation of Debt and Equity
We study debt and equity valuation when investors have private information and may exhibit differences of opinion. Our model generates several predictions that are consistent with empirical evidence but difficult to reconcile with traditional…
Precedents Thinking
What if “old wine in new bottles” is actually the secret to game-changing innovation? The authors explore what they call precedents thinking, illustrating how radical breakthroughs such as Henry Ford’s assembly line and Reed Hastings’s…
Tax Subsidy Disclosure and Local Economic Effects
We examine if the effectiveness of business tax subsidies varies based on state disclosure laws. The prior accounting literature on government disclosure documents substantial variation in the quality of such disclosures, raising questions about…
The Blessing of Reasoning: LLM-Based Contrastive Explanations in Black-Box Recommender Systems
Modern recommender systems use machine learning (ML) models to predict consumer preferences based on consumption history. Although these “black-box” models achieve impressive predictive performance, they often suffer from a lack of transparency…
Ambition as a Doubled-Edged Sword: Career Success and Unethical Behavior
Ambition, an individual trait that we show to be empirically distinct from the Big Five dimensions of personality, has been under theorized and researched as an important determinant of both career success and unethical behavior. We…
Asking About Complex Policies
As political issues have increased in complexity, public opinion researchers increasingly ask respondents about sophisticated political topics that may require substantive knowledge and analytic skills, raising concerns about survey satisficing.…
Bank Funding Risk, Reference Rates, and Credit Supply
Corporate credit lines are drawn more heavily when funding markets are more stressed. This covariance elevates expected bank funding costs. We show that credit supply is inefficiently dampened by the associated debt-overhang cost to bank…
Creditor Control Rights and Executive Bonus Plans
We study the extent to which creditors shape the executive bonus plans of their financially distressed borrowers. Financial distress can exacerbate agency conflicts between creditors and borrowers as concerns with underinvestment become more…
Four Facts About ESG Beliefs and Investor Portfolios
We analyze survey data on ESG beliefs and preferences in a large panel of retail investors linked to administrative data on their investment portfolios. The survey elicits investors’ expectations of long-term ESG equity returns and asks about…
Reserves Were Not So Ample after All
The Federal Reserve’s “balance-sheet normalization,” which reduced aggregate reserves between 2017 and September 2019, increased repo rate distortions, the severity of rate spikes, and intraday payment timing stresses, culminating with a…
The Impact of Impact Investing
The change in the cost of capital that results from a divestiture strategy can be closely approximated by a simple function of three parameters: (1) the fraction of socially conscious capital, (2) the fraction of targeted firms in the economy and…
Trading Stocks Builds Financial Confidence and Compresses the Gender Gap
Many studies document low rates of financial literacy and suboptimal levels of participation in financial markets. These issues are particularly acute among women. Does this reflect a self-reinforcing trap? If so, can a nudge to participate in…
Addressing Health Care’s Administrative Cost Crisis
Tackling administrative waste in the health care system presents a perfect opportunity for a second Trump administration that is focused on achieving efficiencies in the federal government and alleviating the pain that inflation has caused on the…
Collecting Digital Footprints in the Wild
Continuous-Time Random Matching
Continuous-time random matching with a large (continuum) population is widely exploited in the literature, but has not had a rigorous formulation, nor a demonstration of its key assumed properties. This paper provides the first probabilistic…
Emphasis on Financial vs Nonfinancial Criteria in Employer Benefits’ Measurements
Importance: Few studies have examined the extent to which employers emphasize financial over nonfinancial criteria in measurement, reporting, and decision-making about health care benefits.
Objective: To…
Feedback Effects and Systematic Risk Exposures
We model the “feedback effect” of a firm’s stock price on investment in projects exposed to a systematic risk factor, like climate risk. The stock price reflects information about both the project’s cash flows and its discount rate. A cash-flow-…
Financial Reporting and Consumer Behavior
We show that financial reporting influences consumer behavior by drawing consumer attention to announcing firms. Analyzing global positioning system (GPS) data, we document upticks in foot traffic to firms’ commercial locations immediately…
Ironic Effects of Prosocial Gossip in Driving Inaccurate Social Perceptions
Gossip is often stereotyped as a frivolous social activity, but in fact can be a powerful tool for discouraging selfishness and cheating. In economic games, gossip induces people to act more cooperatively, presumably to avoid the cost of accruing…
Letters of Recommendation as Institutionalized Gossip: Tie Strength and the Advocacy-Accuracy Tradeoff in Brokering
Gossip is both common and consequential. People often share reputational information about others in their absence, and this ubiquitous practice powerfully shapes impressions, interactions, and relationships among senders, receivers, and the…
Blue Shield of California
Boosting Sales and Customer Welfare from Premade Foods (Let the Freshest Chicken Fly Off the Shelf First)
This paper examines a grocery retailer’s management of a premade food product. The retailer’s goal is to maximize a weighted sum of direct profit and customer welfare. Multiple items of the product are produced in batches, and immediately…
Can Activists Change Business for Good?
Accounting Journal Articles - Expanded
The Phonology of Letter Shapes
Differentiating letter shapes accurately is a core competence for any reader. Are letter shapes as distinctive as they could be? The visual shapes of letters, contrary to the phonemes of spoken languages, lack a unified description — an…
Asymmetric Information, Disagreement, and the Valuation of Debt and Equity
We study debt and equity valuation when investors have private information and may exhibit differences of opinion. Our model generates several predictions that are consistent with empirical evidence but difficult to reconcile with traditional…
Precedents Thinking
What if “old wine in new bottles” is actually the secret to game-changing innovation? The authors explore what they call precedents thinking, illustrating how radical breakthroughs such as Henry Ford’s assembly line and Reed Hastings’s…
Tax Subsidy Disclosure and Local Economic Effects
We examine if the effectiveness of business tax subsidies varies based on state disclosure laws. The prior accounting literature on government disclosure documents substantial variation in the quality of such disclosures, raising questions about…
The Blessing of Reasoning: LLM-Based Contrastive Explanations in Black-Box Recommender Systems
Modern recommender systems use machine learning (ML) models to predict consumer preferences based on consumption history. Although these “black-box” models achieve impressive predictive performance, they often suffer from a lack of transparency…
Ambition as a Doubled-Edged Sword: Career Success and Unethical Behavior
Ambition, an individual trait that we show to be empirically distinct from the Big Five dimensions of personality, has been under theorized and researched as an important determinant of both career success and unethical behavior. We…
Asking About Complex Policies
As political issues have increased in complexity, public opinion researchers increasingly ask respondents about sophisticated political topics that may require substantive knowledge and analytic skills, raising concerns about survey satisficing.…
Bank Funding Risk, Reference Rates, and Credit Supply
Corporate credit lines are drawn more heavily when funding markets are more stressed. This covariance elevates expected bank funding costs. We show that credit supply is inefficiently dampened by the associated debt-overhang cost to bank…
Creditor Control Rights and Executive Bonus Plans
We study the extent to which creditors shape the executive bonus plans of their financially distressed borrowers. Financial distress can exacerbate agency conflicts between creditors and borrowers as concerns with underinvestment become more…
Four Facts About ESG Beliefs and Investor Portfolios
We analyze survey data on ESG beliefs and preferences in a large panel of retail investors linked to administrative data on their investment portfolios. The survey elicits investors’ expectations of long-term ESG equity returns and asks about…
Reserves Were Not So Ample after All
The Federal Reserve’s “balance-sheet normalization,” which reduced aggregate reserves between 2017 and September 2019, increased repo rate distortions, the severity of rate spikes, and intraday payment timing stresses, culminating with a…
The Impact of Impact Investing
The change in the cost of capital that results from a divestiture strategy can be closely approximated by a simple function of three parameters: (1) the fraction of socially conscious capital, (2) the fraction of targeted firms in the economy and…
Trading Stocks Builds Financial Confidence and Compresses the Gender Gap
Many studies document low rates of financial literacy and suboptimal levels of participation in financial markets. These issues are particularly acute among women. Does this reflect a self-reinforcing trap? If so, can a nudge to participate in…
Addressing Health Care’s Administrative Cost Crisis
Tackling administrative waste in the health care system presents a perfect opportunity for a second Trump administration that is focused on achieving efficiencies in the federal government and alleviating the pain that inflation has caused on the…
Collecting Digital Footprints in the Wild
Continuous-Time Random Matching
Continuous-time random matching with a large (continuum) population is widely exploited in the literature, but has not had a rigorous formulation, nor a demonstration of its key assumed properties. This paper provides the first probabilistic…
Emphasis on Financial vs Nonfinancial Criteria in Employer Benefits’ Measurements
Importance: Few studies have examined the extent to which employers emphasize financial over nonfinancial criteria in measurement, reporting, and decision-making about health care benefits.
Objective: To…
Feedback Effects and Systematic Risk Exposures
We model the “feedback effect” of a firm’s stock price on investment in projects exposed to a systematic risk factor, like climate risk. The stock price reflects information about both the project’s cash flows and its discount rate. A cash-flow-…
Financial Reporting and Consumer Behavior
We show that financial reporting influences consumer behavior by drawing consumer attention to announcing firms. Analyzing global positioning system (GPS) data, we document upticks in foot traffic to firms’ commercial locations immediately…
Ironic Effects of Prosocial Gossip in Driving Inaccurate Social Perceptions
Gossip is often stereotyped as a frivolous social activity, but in fact can be a powerful tool for discouraging selfishness and cheating. In economic games, gossip induces people to act more cooperatively, presumably to avoid the cost of accruing…
Letters of Recommendation as Institutionalized Gossip: Tie Strength and the Advocacy-Accuracy Tradeoff in Brokering
Gossip is both common and consequential. People often share reputational information about others in their absence, and this ubiquitous practice powerfully shapes impressions, interactions, and relationships among senders, receivers, and the…
Blue Shield of California
Boosting Sales and Customer Welfare from Premade Foods (Let the Freshest Chicken Fly Off the Shelf First)
This paper examines a grocery retailer’s management of a premade food product. The retailer’s goal is to maximize a weighted sum of direct profit and customer welfare. Multiple items of the product are produced in batches, and immediately…
Can Activists Change Business for Good?
Working Papers: Multiple Criteria
Working Papers - Compact
The Phonology of Letter Shapes
Differentiating letter shapes accurately is a core competence for any reader. Are letter shapes as distinctive as they could be? The visual shapes of letters, contrary to the phonemes of spoken languages, lack a unified description — an…
Asymmetric Information, Disagreement, and the Valuation of Debt and Equity
We study debt and equity valuation when investors have private information and may exhibit differences of opinion. Our model generates several predictions that are consistent with empirical evidence but difficult to reconcile with traditional…
Precedents Thinking
What if “old wine in new bottles” is actually the secret to game-changing innovation? The authors explore what they call precedents thinking, illustrating how radical breakthroughs such as Henry Ford’s assembly line and Reed Hastings’s…
Tax Subsidy Disclosure and Local Economic Effects
We examine if the effectiveness of business tax subsidies varies based on state disclosure laws. The prior accounting literature on government disclosure documents substantial variation in the quality of such disclosures, raising questions about…
The Blessing of Reasoning: LLM-Based Contrastive Explanations in Black-Box Recommender Systems
Modern recommender systems use machine learning (ML) models to predict consumer preferences based on consumption history. Although these “black-box” models achieve impressive predictive performance, they often suffer from a lack of transparency…
Ambition as a Doubled-Edged Sword: Career Success and Unethical Behavior
Ambition, an individual trait that we show to be empirically distinct from the Big Five dimensions of personality, has been under theorized and researched as an important determinant of both career success and unethical behavior. We…
Asking About Complex Policies
As political issues have increased in complexity, public opinion researchers increasingly ask respondents about sophisticated political topics that may require substantive knowledge and analytic skills, raising concerns about survey satisficing.…
Bank Funding Risk, Reference Rates, and Credit Supply
Corporate credit lines are drawn more heavily when funding markets are more stressed. This covariance elevates expected bank funding costs. We show that credit supply is inefficiently dampened by the associated debt-overhang cost to bank…
Creditor Control Rights and Executive Bonus Plans
We study the extent to which creditors shape the executive bonus plans of their financially distressed borrowers. Financial distress can exacerbate agency conflicts between creditors and borrowers as concerns with underinvestment become more…
Four Facts About ESG Beliefs and Investor Portfolios
We analyze survey data on ESG beliefs and preferences in a large panel of retail investors linked to administrative data on their investment portfolios. The survey elicits investors’ expectations of long-term ESG equity returns and asks about…
Reserves Were Not So Ample after All
The Federal Reserve’s “balance-sheet normalization,” which reduced aggregate reserves between 2017 and September 2019, increased repo rate distortions, the severity of rate spikes, and intraday payment timing stresses, culminating with a…
The Impact of Impact Investing
The change in the cost of capital that results from a divestiture strategy can be closely approximated by a simple function of three parameters: (1) the fraction of socially conscious capital, (2) the fraction of targeted firms in the economy and…
Trading Stocks Builds Financial Confidence and Compresses the Gender Gap
Many studies document low rates of financial literacy and suboptimal levels of participation in financial markets. These issues are particularly acute among women. Does this reflect a self-reinforcing trap? If so, can a nudge to participate in…
Addressing Health Care’s Administrative Cost Crisis
Tackling administrative waste in the health care system presents a perfect opportunity for a second Trump administration that is focused on achieving efficiencies in the federal government and alleviating the pain that inflation has caused on the…
Collecting Digital Footprints in the Wild
Continuous-Time Random Matching
Continuous-time random matching with a large (continuum) population is widely exploited in the literature, but has not had a rigorous formulation, nor a demonstration of its key assumed properties. This paper provides the first probabilistic…
Emphasis on Financial vs Nonfinancial Criteria in Employer Benefits’ Measurements
Importance: Few studies have examined the extent to which employers emphasize financial over nonfinancial criteria in measurement, reporting, and decision-making about health care benefits.
Objective: To…
Feedback Effects and Systematic Risk Exposures
We model the “feedback effect” of a firm’s stock price on investment in projects exposed to a systematic risk factor, like climate risk. The stock price reflects information about both the project’s cash flows and its discount rate. A cash-flow-…
Financial Reporting and Consumer Behavior
We show that financial reporting influences consumer behavior by drawing consumer attention to announcing firms. Analyzing global positioning system (GPS) data, we document upticks in foot traffic to firms’ commercial locations immediately…
Ironic Effects of Prosocial Gossip in Driving Inaccurate Social Perceptions
Gossip is often stereotyped as a frivolous social activity, but in fact can be a powerful tool for discouraging selfishness and cheating. In economic games, gossip induces people to act more cooperatively, presumably to avoid the cost of accruing…
Letters of Recommendation as Institutionalized Gossip: Tie Strength and the Advocacy-Accuracy Tradeoff in Brokering
Gossip is both common and consequential. People often share reputational information about others in their absence, and this ubiquitous practice powerfully shapes impressions, interactions, and relationships among senders, receivers, and the…
Blue Shield of California
Boosting Sales and Customer Welfare from Premade Foods (Let the Freshest Chicken Fly Off the Shelf First)
This paper examines a grocery retailer’s management of a premade food product. The retailer’s goal is to maximize a weighted sum of direct profit and customer welfare. Multiple items of the product are produced in batches, and immediately…
Can Activists Change Business for Good?
Working Papers - Expanded
The Phonology of Letter Shapes
Differentiating letter shapes accurately is a core competence for any reader. Are letter shapes as distinctive as they could be? The visual shapes of letters, contrary to the phonemes of spoken languages, lack a unified description — an…
Asymmetric Information, Disagreement, and the Valuation of Debt and Equity
We study debt and equity valuation when investors have private information and may exhibit differences of opinion. Our model generates several predictions that are consistent with empirical evidence but difficult to reconcile with traditional…
Precedents Thinking
What if “old wine in new bottles” is actually the secret to game-changing innovation? The authors explore what they call precedents thinking, illustrating how radical breakthroughs such as Henry Ford’s assembly line and Reed Hastings’s…
Tax Subsidy Disclosure and Local Economic Effects
We examine if the effectiveness of business tax subsidies varies based on state disclosure laws. The prior accounting literature on government disclosure documents substantial variation in the quality of such disclosures, raising questions about…
The Blessing of Reasoning: LLM-Based Contrastive Explanations in Black-Box Recommender Systems
Modern recommender systems use machine learning (ML) models to predict consumer preferences based on consumption history. Although these “black-box” models achieve impressive predictive performance, they often suffer from a lack of transparency…
Ambition as a Doubled-Edged Sword: Career Success and Unethical Behavior
Ambition, an individual trait that we show to be empirically distinct from the Big Five dimensions of personality, has been under theorized and researched as an important determinant of both career success and unethical behavior. We…
Asking About Complex Policies
As political issues have increased in complexity, public opinion researchers increasingly ask respondents about sophisticated political topics that may require substantive knowledge and analytic skills, raising concerns about survey satisficing.…
Bank Funding Risk, Reference Rates, and Credit Supply
Corporate credit lines are drawn more heavily when funding markets are more stressed. This covariance elevates expected bank funding costs. We show that credit supply is inefficiently dampened by the associated debt-overhang cost to bank…
Creditor Control Rights and Executive Bonus Plans
We study the extent to which creditors shape the executive bonus plans of their financially distressed borrowers. Financial distress can exacerbate agency conflicts between creditors and borrowers as concerns with underinvestment become more…
Four Facts About ESG Beliefs and Investor Portfolios
We analyze survey data on ESG beliefs and preferences in a large panel of retail investors linked to administrative data on their investment portfolios. The survey elicits investors’ expectations of long-term ESG equity returns and asks about…
Reserves Were Not So Ample after All
The Federal Reserve’s “balance-sheet normalization,” which reduced aggregate reserves between 2017 and September 2019, increased repo rate distortions, the severity of rate spikes, and intraday payment timing stresses, culminating with a…
The Impact of Impact Investing
The change in the cost of capital that results from a divestiture strategy can be closely approximated by a simple function of three parameters: (1) the fraction of socially conscious capital, (2) the fraction of targeted firms in the economy and…
Trading Stocks Builds Financial Confidence and Compresses the Gender Gap
Many studies document low rates of financial literacy and suboptimal levels of participation in financial markets. These issues are particularly acute among women. Does this reflect a self-reinforcing trap? If so, can a nudge to participate in…
Addressing Health Care’s Administrative Cost Crisis
Tackling administrative waste in the health care system presents a perfect opportunity for a second Trump administration that is focused on achieving efficiencies in the federal government and alleviating the pain that inflation has caused on the…
Collecting Digital Footprints in the Wild
Continuous-Time Random Matching
Continuous-time random matching with a large (continuum) population is widely exploited in the literature, but has not had a rigorous formulation, nor a demonstration of its key assumed properties. This paper provides the first probabilistic…
Emphasis on Financial vs Nonfinancial Criteria in Employer Benefits’ Measurements
Importance: Few studies have examined the extent to which employers emphasize financial over nonfinancial criteria in measurement, reporting, and decision-making about health care benefits.
Objective: To…
Feedback Effects and Systematic Risk Exposures
We model the “feedback effect” of a firm’s stock price on investment in projects exposed to a systematic risk factor, like climate risk. The stock price reflects information about both the project’s cash flows and its discount rate. A cash-flow-…
Financial Reporting and Consumer Behavior
We show that financial reporting influences consumer behavior by drawing consumer attention to announcing firms. Analyzing global positioning system (GPS) data, we document upticks in foot traffic to firms’ commercial locations immediately…
Ironic Effects of Prosocial Gossip in Driving Inaccurate Social Perceptions
Gossip is often stereotyped as a frivolous social activity, but in fact can be a powerful tool for discouraging selfishness and cheating. In economic games, gossip induces people to act more cooperatively, presumably to avoid the cost of accruing…
Letters of Recommendation as Institutionalized Gossip: Tie Strength and the Advocacy-Accuracy Tradeoff in Brokering
Gossip is both common and consequential. People often share reputational information about others in their absence, and this ubiquitous practice powerfully shapes impressions, interactions, and relationships among senders, receivers, and the…
Blue Shield of California
Boosting Sales and Customer Welfare from Premade Foods (Let the Freshest Chicken Fly Off the Shelf First)
This paper examines a grocery retailer’s management of a premade food product. The retailer’s goal is to maximize a weighted sum of direct profit and customer welfare. Multiple items of the product are produced in batches, and immediately…
Can Activists Change Business for Good?
Stories by Format
With Stanford Service Corps, Students Design Solutions From the Ground Up

CNN
A Guide to Mastering Small Talk with Just About Anyone, According to Experts
Poets&Quants
Most Disruptive MBA Startups Of 2024
Inc. Magazine
Derivatives Trading: The Ultimate Tariff Hedge?
Inc. Magazine
How to Bring a Zombie Unicorn Back From the Dead
Reason.com
Trump Kills New York's Flawed Congestion Pricing Program
Financial Times
Private Equity Should Be Wary of Wooing Retail Investors
Financial Times
Smaller Countries Learn to Hedge Their Bets in the Age of Trump
The New York Times
We Still Don’t Know How to Be Normal on Slack and Zoom
Akshata Murty, MBA ’06, and Rishi Sunak, MBA ’06, Will Give Commencement Address

Bloomberg
Private Equity Adjusts to Early Realities of Trump 2.0
Medium
Young Founders Know Tech. Successful Founders Know People
The Wall Street Journal
What You Should Do About the Stock Market’s Giant Problem
Anthony Rangel, MBA ’24: Harnessing Data to Support Healthy Household Finances

Forbes
6 Books For Building Resilient And People-First Organization
Forbes
50 Brands Will Advertise At Super Bowl 2025: Here’s The Full Commercial Lineup
Bloomberg
Parents Ditch 529 Plans and Embrace Bitcoin for College Savings
Bloomberg
Billionaire Beal’s Bank Scored Record Year After Tapping the Fed
Stanford GSB Plans Year-Long Centennial Celebration

Bloomberg
Regional Banks Face Headache From Rising Treasury Yields
Charlotte Weiner, MBA ’24: Opening the Door to Billions in Unclaimed Public Benefits

Clear Admit
Stanford Appoints Sarah Soule Dean of the GSB
Sarah Soule Appointed Dean of Stanford Graduate School of Business
