20 Feb
SEMINARS
25 Feb
Technology in the Banking Sector and the Importance of Modern Skills
Anastassia Fedyk, Assistant Professor, University of California Berkeley
27 Feb
Informational Advantage of the Wealthy
Cheng Longwei, PhD Candidate, Dept of Finance, NUS Business School
02 Mar
Tax Incentives and Venture Capital Risk-Taking: Evidence from the QSBS Program
Guilherme Junqueira, PhD Candidate, University of Florida's Warrington College of Business
04 Mar
How (Not) to Identify DemandElasticities in Dynamic Asset Markets
Christian C Opp, Professor, University of Rochester Simon Business School
11 Mar
Fiscal Redistribution Risk in Treasury Markets
Howard Kung, Professor, London Business School
18 Mar
Demographics and Technology Diffusion: Evidene from Mobil Payments
Nicolas Crouzet, Associate Professor, Northwestern University
20 Mar
Wholesale Funding Crises since 1800
Sami Mahmood, Postdoctoral Fellow, Dept of Finance, NUS Business School, NUS
23 Mar
Heterogeneity in Consumer Lending Markets
Deniz Aydin, Visiting Assistant Professor, MIT Sloan
25 Mar
Corporate Actions as Moral Issues
Oliver G Spalt, Professor, University of Mannheim
27 Mar
Diminishing Returns to Intervention: Evidence from a Large-Scale RCT on Investor Trading
Cameron Peng, Assistant Professor, The London School of Economics and Political Science
01 Apr
Credit Card Borrowingin Heterogeneous-Agent Models: Reconciling Theory and Data
Peter Maxted, Assistant Professor, UC Berkeley Haas
08 Apr
Same Dollar, Different Impact: Investor Flows are Not Equally Price-Moving
Yang Song, Associate Professor, University of Washington
15 Apr
Modular Contracts
Jason Roderick Donaldson, Associate Professor, USC Marshall
17 Apr
Before the Vote is Cast
Hannes Wagner, Professor, Bocconi University
22 Apr
Non-Compete Agreements and the Market for Corporate Control
Andrey Golubov, Associate Professor, University of Toronto
29 Apr
No Country for Dirty Money? The Economic Footprint of Anti-Money Laundering Standards
Cesare Fracassi, Associate Professor, University of Texas at Austin
30 Apr
Using AI in Finance Research
Dimas Fazio, Assistant Professor, Dept of Finance, NUS Business School, NUS
05 May
FinTech Brings a Bias from Psychology Labs to a Two-Trillion-Dollar Market
Hongjun Yan, Professor, DePaul University
08 May
Monitoring Credit
Su Ziyu, PhD Student, Dept of Finance, NUS Business School, NUS
15 May
Insurer Service Quality and State-Based Regulation
Cheng Longwei, PhD Student, Dept of Finance,NUS Business School, NUS
22 May
Geopolitical Pressure, Consumer Demand, and Corporate Responses
Om Kanchanasakdichai, PhD Student, Dept of Finance, NUS Business School, NUS
29 May
Competing Signals: How Retail Investors Allocate Attention Between Macro and Micro News
Pan Yuanyuan, PhD Student, Dept of Finance, NUS Business School, NUS
26 Aug
Acquiring Supplier Networks: Domestic Mergers for International Supply Chain Resilience
Ling Cen, Associate Professor, The Chinese University of Hong Kong (CUHK)
02 Sep
Inconvenient Liquidity
Guillaume Rocheteau, Associate Professor, University of California, Irvine
04 Sep
Economic Impacts of Open-Source AI Models: Firm-Level Evidence
Bernard Yeung, Emeritus Professor, Dept of Finance, NUS Business School, NUS
09 Sep
Sleep Disruption and Retail Investor Trading
Jinfei Sheng, Associate Professor, Universit yof California, Irvine
18 Sep
Timing Matters: Evidence from Government Benefit Schedules
Filipe Correia, Assistant Professor, University of Georgia
23 Sep
Finance in a Time of Disruptive Growth
Panageas Stavros, Professor, UCLA
30 Sep
Startups in Africa
Emanuele Colonnelli, Professor, The University of Chicago
13 Jan
Mortgage Credit Policy as Stimulus and the Rise of Shadow Credit
Seongjin Park, Assistant Professor, UNSW
17 Jan
Acquiring Human Capital: Do Non-Competes Help?
Dongryeol Lee, PhD Candidate, UCLA
22 Jan
Network Factors for Idiosyncratic Volatility Spillover
Belinda Chen, PhD Candidate, University of Illinois at Urbana-Champaign
24 Jan
How Does Active Involvemement Benefit Investors? Evidence from 85 Billion Cell Phone Signals
Jack Fu, PhD Candidate, University of Pennsylvania
05 Feb
Learning about the Stock Market: Asset Allocation Spillovers from Defined Contribution Pension Plan Access
Oksana Smirnova, PhD Candidate, London Business School
26 Feb
Model-free and Model-based Learning as Joint Drivers of Investor Behavior
Lawrence Jin, Associate Professor, Cornell University
27 Feb
Asset Prices and Ordinary Consumption
John Chalmers, Professor, University of Oregon
28 Feb
AI for Social Sciences: Generative Modeling Beyong LLMs
Lin William Cong, Professor, Cornell University
07 Mar
(Cancelled) The Unintended Consequences of Rebalancing
Alessandro Melone, Assistant Professor, The Ohio State University
14 Mar
Credit and Innovation: Evidence from India
Siddharth George, Assistant Professor, Dept of Economics, FASS, National University of Singapore
19 Mar
Public Information and the Securities Lending Market (with Kevi Smith)
Snehal Banerjee, Associate Professor, University of Michigan
27 Mar
Digital Technology, Legal Reforms, and Bank Lending
Bernard Yeung, Emeritus Professor, Dept of Finance, NUS Business School, NUS
02 Apr
Navigating the Murky World of Hidden Liquidity
Maureen O'Hara, Professor, Cornell University
11 Apr
Industrial Policy via Venture Capital (Coauthored with Assistant Professor Sagar Saxena, Wharton School, University of Pennsylvania)
Martin Aragoneses, Assistant Professor, INSEAD
16 Apr
The Insurer Channel of Monetary Policy
Kirti Divya, Professor, International Monetary Fund
30 Apr
PIK Now and Pay Later – How Deferred Interest Reshapes Private Credit
Sascha Steffen, Professor, Frankfurt School of Finance & Management
02 May
The Long and Short of U.S. Bank Regulations: From the Great Depression to the 2023 Bank Failures
Sami Mahmood, Postdoctoral Fellow, Dept of Finance, NUS Business School, NUS
07 May
Do Funds Engage in Optimal FX Hedging?
Harald Hau, Professor, University of Geneva
13 May
Social Media and Finance
Anthony Cookson, Professor, Leeds School of Business, University of Colorado Boulder
14 May
Immigration and Credit in America
Anthony Cookson, Professor, Leeds School of Business, University of Colorado boulder
15 May
Publishing in Finance
Anthony Cookson, Professor, Leeds School of Business, University of Colorado Boulder
27 May
Beyond Peers: Cross-Industry Competition and Strategic Financing
Boris Nikolov, Professor, University of Lausanne
08 Aug
Can Small Business Survive Chapter 11?
Edith Hotchkiss, Professor, Boston College
15 Aug
Learning about Discount Rates
Dessaint Oliver, Associate Professor, INSEAD
27 Aug
Fund Flows and Income Risk of Fund Managers
Winston Dou, Associate Professor, University of Pennsylvania
03 Sep
Public Disclosure and Private Capital
Clemens Otto, Associate Professor, Singapore Management University
10 Sep
Insuring Climate Risks in Integrated Markets (joint with Michael Sockin and Jan Starmans)
Deeksha Gupta, Assistant Professor, Johns Hopkins
12 Sep
Economic Links and Political Connections
Stefan M Lewellen, Assistant Professor, Penn State University
17 Sep
Testing the q-Theory under Endogenous Truncation
Ilan Cooper, Professor, University of Haifa
24 Sep
How Do Borrowers Respond to a Debt Moratorium? Experimental Evidence from Consumer Loans in India
Martin Kanz, Senior Economist, Development Research Group at the World Bank
26 Sep
A Quantitative Model of Bank Executive Compensation Regulation
Ikuo Takei, Assistant Professor, Asia School of Business
03 Oct
The Labor Market Consequences of an Increased Default Penalty
Zhang Man, Research Fellow, IREUS
08 Oct
Banks’ Images: Evidence from Advertising Videos
Song Ma, Professor, Yale School of Management (SOM)
15 Oct
Escaping Death: Individual Mobility and Female Mortality
Janis Skrastins, Associate Professor, University of Utah's David Eccles School of Business
17 Oct
What Drives Corporate Savings
Neng Wang, Professor, Cheung Kong Graduate School of Business.
22 Oct
The Response of Debtors to Rate Changes
24 Oct
Animal Spirits on Steroids: Evidence from Retail Options Trading in India
Nagpurnanand Prabhala, Professor, Johns Hopkins University
29 Oct
Value, Values, and Opportunities in Corporate Environmental Practices
Roni Michaely, Professor, HKU Business School
05 Nov
Two Trees and a Gardener: Asset Pricing with Real Capital Flows
Johan Walden, Professor, Hass School of Business, University of California, Berkeley
12 Nov
Interest Rate Pass-Through with Adjustrable Rate Mortgages
Miguel Ferreira, Professor, Nova School of Business and Economics
14 Nov
Financing Green Homes
Poorya Kabir, Assistant Professor, Dept of Finance, NUS Business School, NUS
19 Nov
Data as a Networked Asset
Bo Bian, Assistant Professor, Finance at UBC Sauder School of Business.
21 Nov
Creditor Rights and Credit Cycles (with Martin Kornejew and Shohini Kundu)
Karsten Muller, Assistant Professor, Dept of Finance, NUS Business School, NUS
24 Nov
How Much of Cross-Stock Momentum Reflects Underreaction?
Jiacui Li, Assistant Professor, The University of Utah
26 Nov
Contagious Deregulation
Hajda Jakub, Assistant Professor, Finance at HEC Montreal
03 Dec
The Hidden Costs of Financial Services: Consumer Complaints and Financial Restitution
Rawley Heimer, Associate Professor, Arizon State University
05 Dec
Social Interaction Intensity and Investor Behavior
Yaron Levi, Assistant Professor, University of Southern California
09 Dec
1) Finance without Exotic Risk; 2)Imaining the Future: Memory, Simulation, and Beliefs
Pedro Bordalo, Professor, University of Oxford
12 Dec
Fund Proliferation, Decentralization, and Shareholder Power
Andrey Malenko, Professor, Boston College, Carroll School of Management
16 Feb
Limiting Too-Big-to-Fail and the Rise of Banking Fragility
Ruan Tianyue, Assistant Professor
23 Feb
Conflicts in Private Family Firms
Alminas Zaldokas, Associate Professor, Dept of Finance, NUS Business School, NUS
26 Feb
Mobile Internet, Collateral, and Banking
Nicola Limodio, Associate Professor, Bocconi University
28 Feb
Building AI Models for Finance
Lin Cong, Professor, Cornell University
06 Mar
Displaced by Big Data: Evidence from Active Fund Managers
Thierry Foucault, Professor, HEC Paris
13 Mar
Risk and Risk-Fee Rates
Mete Kilic, Assistant Professor, University of Southern California
15 Mar
Labor Market Shocks and Wealth Accumulation
Kaveh Majlesi, Professor, Monash University
20 Mar
Financing the Adoption of Clean Technology
Adriano Rampini, Professor, Duke University
05 Apr
Financing R&D
Chang Liu, Assistant Professor, Dept of Economics, FASS, NUS
11 Apr
Does Market Efficiency Impact Capital Allocation Efficiency? The Case of Decentralized Exchanges
Evgeny Lyandres, Professor, Tel Aviv University
12 Apr
“Her Ghar” and Financial Decision Making by Women
Anand Srinivasan, Associate Professor, Dept of Finance, NUS BIZ School, NUS
17 Apr
Bank-Affiliated Mutual Funds’ Lenders of Last Resort
Emanuele Tarantino, Professor, LUISS
19 Apr
Labor Pains: The Impact of Labor Market Competition and Stock Returns
Ivan Indriawan, Senior Lecturer, University of Adelaide
24 Apr
Return Migration and Human Capital Flows
Timothy McQuade, Associate Professor, Haas School of Business, UC Berkeley
26 Apr
Through the Looking Glass: Leveraging Machine Learning to Price Corporate Carbon Footprints
Johan Sulaeman, Associate Professor, Dept of Finance, NUS Business School, NUS
02 May
Strategic Arbitrage in Segmented Markets
Svetlana Bryzgalova, Assistant Professor, London School of Economics
03 May
Beyong Compliance: The Impact of Rule 14a-8 on Environmental and Social Proposals
Kenneth Khoo, Lecturer, Faculty of Law, NUS
06 May
Defunding Controversial Industries: Can Targeted Credit Rationing Choke Firms?
Andre F. Silva, Principal Economist, Federal Reserve Board
10 May
Machine Learning vs Dynamic Trading: Can Economics Help Explain Al?
Zhang Hong, Professor, Singapore Management University (SMU)
15 May
ESG Divergence and the Environment
Gideon Saar, Professor, Cornell University
17 May
Social Learning and Sentiment Contagion in the Bitcoin Market
Bing Han, Professor, University of Toronto
24 May
Dynamic Competition and Systematic Risk
Yuri Tserlukevich, Financial Economist, Arizona State University
27 May
Financing the Global Shift to Electric Mobility
Bena Jan, Associate Professor, UBC Sauder School of Business
30 May
Mental Accounts and Consumption Sensitivity Across the Distribution of Liquid Assets
James Graham, Assistant Professor, University of Sydney
03 Jun
Delegated Blocks
Amil Dasgupta, Professor, London School of Economics
19 Jun
Global Production Networks and Asset Prices
Jiang Hao, Professor, Michigan State University
21 Jun
Broker-Dealer Audit Standards and Backdated Insider Gifts
Ben Gossin Charoenwong, Assistant Professor, Dept of Finance, NUS Business School, NUS
08 Jul
De-Limiting Arbitrage: Evidence from the Term Asset-Backed Securities Loan Facility
14 Aug
Job Transitions and Employee Earnings after Acquisitions: Linking Corporate and Worker Outcomes
Terry S. Moon, Assistant Professor, University of British Columbia
16 Aug
Carbon Offsets: Decarbonization or Transition-Washing?
Kim Sehoon, Assistant Professor, University of Florida
27 Aug
Corporate Climate Lobbying
Zacharias Sautner, Professor, University of Zurich
04 Sep
A Unified Explanation for the Decline of the Value Premium and the Rise of the Markup
Lin Xiaoji, Professor, University of Minnesota
06 Sep
Housing and Fertility (Co-authors: Bernadus van Doonik, Janis Skrastins, Tarun Ramadorai)
Dimas Fazio, Assistant Professor, Dept of Finance, NUS Business School, NUS
13 Sep
The Glass-Stegall Act and Bank Stock Market Speculation
Sami Mahmood Khawar, Postdoctoral Fellow, Dept of Finance, NUS Business School, NUS
18 Sep
Mobility and Housing: Cash Resettlement in China’s Shantytown Renovation
He Zhiguo, Professor, Stanford University
20 Sep
Societal Learning via Social Media Networks and Households Environmental Behavior
Ms Chu Jinrui, PhD Student, Dept of Accounting, NUS Business School, NUS
02 Oct
Is There a Business Case for Racial Diversity on Corporate Boards?
Scott E. Yonker, Professor, Cornell University
11 Oct
Financially Constrained Procurement
Chang Yuqi, PhD Student, Dept of Finance, NUS Business School, NUS
18 Oct
Expert Network Calls
Zhang Shaojun, Assistant Professor, Ohio State University
23 Oct
Retail Trading Mechanisms and Execution Quality
Carole Comerton-Forde, Professor, The University of Melbourne
25 Oct
Accountability and Mortgage Access: Expanding Homeownership (coauthors: Sumit Agarwal, Mingxuan Fan, Pulak Ghosh and Xiaoyu Zhang
Arkodipta Sarkar, Assistant Professor, Dept of Finance, NUS Business School, NUS
30 Oct
Passive Bond Fund Management is an Oxymoron (or the case for the active management of bond funds)
Jaewon Choi, Professor, Seoul National University
04 Nov
Information Discovery and Industrial Policy (Joint with Wei Xiong)
Michael Sockin, Assistant Professor, The University of Texas at Austin
06 Nov
Fragmentation and Optimal Liquidity Supply on Decentralized Exchanges
Christine A. Parlour, Sylvan C. Coleman Chair of Finance and Accounting, Berkeley Haas
13 Nov
The Impacts of Board’s Unexpected Flood Experiences on Corporate ESG Performance
Han Yajie, PhD Student, Dept of Real Estate, NUS Business School, NUS
15 Nov
Do Teams Alleviate or Exacerbate the Extrapolation Bias in the Stock Market?
Stefano Cassella, Associate Professor, Tilburg University
20 Nov
Industry Diversity in Startups: The Role of Local Entrepreneurial Funding
Katie Moon, Assistant Professor, University of Colorado Boulder
27 Nov
Strategic Voting and Informational Rents: Evidence from Mutual Funds’ Trades and Votes
Huang Jiekun, Professor, University of Illinois at Urbana-Champaign
29 Nov
The Costs of Financial Crises in the United States, 1863-2020
Karsten Muller, Assistant Professor, Dept of Finance, NUS Business School
04 Dec
Real Effects of Rollover Risk: Evidence from Hotels in Crisis
Charles Gordon Nathanson, Associate Professor, Northwestern University
06 Dec
The Real Effects of GSE Redistribution: Evidence from Difference-in-Discontinuity Estimates
David Zhang, Assistant Professor, Rice University
11 Dec
Why Do Firms invest in DEI? Evidence from the George Floyd Murder
Tracy Yue Wang, Professor, University of Minnesota
22 Feb
The Supply and Demand for Data Privacy: Evidence from Mobile Apps
Huan Tang, Assistant Prof
24 Feb
ESG Shocks in Global Supply Chains
Alminas Zaldokas, Associate Professor, Dept of Finance, NUS Business School
03 Mar
Buy Now, Pay Later and Impulse Shopping
Jan Keil, Assistant Professor, Humboldt University of Berlin
08 Mar
The Network Structure of Money Multiplier
Ye Li, Assistant Professor, University of Washington
10 Mar
Entrepreneurs’ Diversification and Labor Income Risk
Andrew Ellul, Professor, Indiana University
17 Mar
Bank Liquidity Management through the Use of Minimum Liquidity Covenants
Jiang Shushu, Assistant Professor, Dept of Accounting, NUS Business School
22 Mar
Bank Presence and Health
Kim Fe Cramer, Assoc Professor
24 Mar
Does Insider Trading around Loan Amendments Predict Stock Returns?
Christian Steiner, PhD in Finance at University of Bern
29 Mar
The Social Signal
Prof Tony Cookson, Professor, University of Colorado-Boulder
31 Mar
The Effect of Stock Market Volatility on Wealth Inequality
Cheng Longwei, PhD Student, NUS BIZ School
05 Apr
Block Diversity and Governance
Prof James Weston, Professor, Rice University
12 Apr
The Chinese Collectibles Bubble
Wang Yongxiang, Professor of Shanghai Jiaotong Univeristy
14 Apr
The Political Economy of Financial Regulation
Arkodipta Sarkar, Assistant Professor of Finance Dept, NUS Business School
19 Apr
Business Education and Portfolio Returns
Yigitcan Karabulut, Assoc Prof of Frankfurt School of Finance and Management
21 Apr
Stakes and Mistakes
Abhiroop Mukherjee, Assoc Prof of Hong Kong University of Science & Technology
26 Apr
Anomaly Time
Adam Reed, Professor of University of North Carolina
05 May
Has Manipulation in the VIX Decreased?
Tim Baumgartner, PhD Student of Ulm University, Germany
10 May
Soft Negotiators or Modest Builders? Why Women Earn Lower Real Estate Returns
Prof Paolo Sodini, Professor of Finance, Stockhold School of Economics
17 May
Past is Prologue: Inference from the Cross Section of Returns Around an Event
Jonathan Cohn, Associate Professor, University of Texas at Austin
19 May
Too Many Managers: The Strategic Use of Titles to Avoid Overtime Payments
Umit Gurun, Professor, University of Texas-Dallas
07 Jun
Leaky Director Networks and Innovation Herding
Prof Gerard Hoberg, University o South California
14 Jun
Decarbonizing Institutional Investor Portfolios: Helping to Green the Planet or Just Greening Your Portfolio?
Prof Pedro Matos, Professor, University of Virginia
23 Aug
Monetary Policy and Fragility in Corporate Bond Funds
John Kuong, INSEAD
08 Sep
Spiraling Downward: The Real Impacts of Public Short Campaigns on Product Innovation
Claire Liu, Assistant Professor, The University of Sydney Business School
15 Sep
Kamikazes in Public Procurement (with Alminas Zaldokas)
Dimas Fazio, Assistant Professor
22 Sep
Internalization of Environmental Externalities: The Role of Geographic Common Ownership
Ye Qiaozhi, PhD Student, Finance Dept
04 Oct
Fast or Slow? Uncovering Expert Views from Decision Time
Stefano Della Vigna, Professor, UC Berkeley and NBER
06 Oct
The Real Effects of Export Credit Subsidies: Evidence from the U.S.
Poorya Kabir, Assistant Professor, Dept of Finance, NUS Business School, NUS
13 Oct
Corporate Diversification, Spinoff, and Executive Compensation: An Optimal Contracting Approach
Wang Neng, Professor, Columbia Business School
20 Oct
Systemic Global Bank Runs
Tobias Konig, Postdoctoral Researcher, University of Bonn
23 Oct
CBDC and Financial Stability
Toni Ahnert, Research Advisor, Bank of Canada
25 Oct
Passive Demand and Active Supply: Evidence from Maturity-mandated Corporate Bond Funds
Lorenzo Bretscher, Assistant Professor, University of Lausanne
01 Nov
Racial Diversity and Inclusion without Equity? Evidence from Executive Compensation
Eliezer M. Fich, Professor, Drexel University
06 Nov
The Safety Net: Central Bank Balance Sheets and Financial Crises
Schularick Moritz, Professor, University of Bonn
09 Nov
Simplicity and Risk, Bulls and Binaries
Indira Puri, Assistant Professor, New York University
15 Nov
The Zero-Beta Interest Rate
Benjamin M. Hebert, Associate Professor, University of Stanford
17 Nov
Self-Dealing in Corporate Investment
Denis Sosyura, Professor, Arizona State University
20 Nov
Flight to Safety in a New Keynesian Model
Merkel Sebastian, Assistant Professor, University of Exeter
22 Nov
Dissecting Corporate Culture Using Generative AI – Insights from Analyst Reports
29 Nov
Voting Choice
Nadya Malenko, Professor, Boston College
01 Dec
Boots on the Grounds: The Value of International Locations in Asset Management
Ni Zhenghui, PhD Student, Dept of Finance, NUS Business School
06 Dec
Securities Lending and Information Acquisition
Pedro Saffi, Professor, University of Cambridge
08 Dec
Reducing Small Entitles’ Information Disadvantage and Patent Abandonment with Online Accessibility
Ben Charoenwong, Assistant Professor, Dept of Finance, NUS Business School
15 Dec
Political Risk Contributes to Post-Crisis Violations of Covered Interest Parity
Jamus Jerome Lim, Associate Professor, ESSEC Business School
09 Mar
Rational Sentiments and Financial Frictions
Paymon Khorrami, Assistant Professor of Finance, Imperial College Business School
16 Mar
Unearthing Zombies
Siddharth Vij, Assistant Professor of Finance, Terry College of Business, University of Georgia
23 Mar
06 Apr
13 Apr
10 Aug
Legal Uncertainty
David Schoenherr, Assistant Professor of Economics, Princeton University
17 Aug
Asset Prices with Wealth Dispersion
Paul Ehling, Professor of Finance, Norwegian Business School
26 Aug
Inside The Minds of Expected Stock Returns
Byoung-Hyoun Hwang, Associate Professor, Finance, Nanyang Technological University
31 Aug
Concealed Carry
Riccardo Colacito, Professor of Finance, University of North Carolina @ Chapel Hill
02 Nov
The Geography of Bank Deposits and the Origins of Aggregate Fluctuations
Shohini Kundu, Assistant Professor, UCLA Anderson School of Management
04 Nov
Political Voice and (Mortgage) Market Participation: Evidence from Minority
Arkodipta Sarkar, Assistant Professor, NUS Business School
09 Nov
The Political Polarization of Corporate America
Elisabeth Kempf, Associate Professor, Harvard Business School
11 Nov
Corporate Debt and Financial Crises
Karsten Muller, Assistant Professor, NUS Business School
16 Nov
Women in the Financial Sector
Margarita Tsoutsoura, Associate Professor, Olin Business School, Washington University in St. Louis

