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March 2025 (Revised May 2025)
Case

ING Türkiye: Flexible Work in a Competitive Banking Environment

By: Ashley Whillans and Nico Schaefer

This case explores ING Türkiye’s journey toward workplace flexibility within the traditionally conservative Turkish banking sector. Beginning with early remote work experiments in 2015 and culminating in the FlexING model, by 2024 ING Türkiye had positioned itself as a... View Details

Keywords: Talent and Talent Management; Employee Relationship Management; Working Conditions; Business or Company Management; Adaptation; Competition; Organizational Culture; Banking Industry; Turkey

November 2021
Article

Panel Experiments and Dynamic Causal Effects: A Finite Population Perspective

By: Iavor Bojinov, Ashesh Rambachan and Neil Shephard

In panel experiments, we randomly assign units to different interventions, measuring their outcomes, and repeating the procedure in several periods. Using the potential outcomes framework, we define finite population dynamic causal effects that capture the relative... View Details

Keywords: Panel Data; Dynamic Causal Effects; Potential Outcomes; Finite Population; Nonparametric; Mathematical Methods

06 Nov 2016
News

A SEAL And A Harvard Professor Walk Into A Room...

2019
Article

Time Series Experiments and Causal Estimands: Exact Randomization Tests and Trading

By: Iavor I Bojinov and Neil Shephard

We define causal estimands for experiments on single time series, extending the potential outcome framework to dealing with temporal data. Our approach allows the estimation of a broad class of these estimands and exact randomization based p-values for testing causal... View Details

Keywords: Causality; Nonparametric; Potential Outcomes; Trading Costs; Mathematical Methods

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Article

Tracking the Changing Feature of a Moving Object

By: Julian De Freitas, Nicholas E. Myers and Anna C. Nobre

The mind can track not only the changing locations of moving objects, but also their changing features, which are often meaningful for guiding action. How does the mind track such features? Using a task in which observers tracked the changing orientation of a rolling... View Details

08 Apr 2015
HBS Seminar

Susan Athey, Stanford Graduate School of Business

March 2021 (Revised May 2021)
Case

ALDDN: Advancing Local Dairy Development in Nigeria

By: Meg Rithmire and Debora L. Spar

In 2020, Ndidi Nwuneli, founder and CEO of Sahel Consulting in Nigeria, faced a thorny set of problems. Her firm partnered with the Bill and Melinda Gates Foundation in a large project to develop the local dairy industry as a way to facilitate equitable growth and... View Details

Keywords: Animal-Based Agribusiness; Food; Rural Scope; Growth and Development; Nonprofit Organizations; Globalized Markets and Industries; Business and Government Relations; Equality and Inequality; Food and Beverage Industry; Consulting Industry; Nigeria

26 Mar 2013
Working Paper Summaries

How Elastic Are Preferences for Redistribution? Evidence from Randomized Survey Experiments

Keywords: by Ilyana Kuziemko, Michael I. Norton, Emmanuel Saez & Stefanie Stantchev

March 2002 (Revised January 2003)
Case

Microsoft: Positioning the Tablet PC

By: Youngme E. Moon and Christina L. Darwall

Microsoft is preparing for the launch of the Tablet PC, which allows users to use a pen (stylus) to run Windows and Windows applications, annotate documents, and create handwritten documents for later reference or even conversion to text. Microsoft's original equipment... View Details

Keywords: Technological Innovation; Product Positioning; Market Entry and Exit; Information Infrastructure; Applications and Software; Computer Industry

March 2021 (Revised December 2023)
Case

Capitalism and the Party-State: The People's Republic of China at 70

By: Meg Rithmire and Courtney Han

In 2019, the People’s Republic of China (PRC) turned seventy-years-old and became the longest active authoritarian regime in recent history. By then, China was the world’s second largest economy by GDP (after the United States), and a high-technology industrial... View Details

Keywords: Party-state; Economic Systems; Business and Government Relations; Economy; Society; International Relations; China

2023
Working Paper

How Resilient Is Venture-Backed Innovation? Evidence from Four Decades of U.S. Patenting

By: Sabrina T. Howell, Josh Lerner, Ramana Nanda and Richard Townsend

Despite theoretical predictions to the contrary, corporate innovation is strongly pro-cyclical. In this paper, we compare innovation in the economy as a whole to that of firms backed by venture capital (VC), a source of capital associated with the most impactful young... View Details

Keywords: Recessions; Venture Capital; Innovation and Invention; Patents; Business Cycles; Economic Slowdown and Stagnation

January 2020
Article

Gifts of the Immigrants, Woes of the Natives: Lessons from the Age of Mass Migration

By: Marco Tabellini

In this paper, I jointly investigate the political and the economic effects of immigration and study the causes of anti-immigrant sentiments. I exploit exogenous variation in European immigration to U.S. cities between 1910 and 1930 induced by World War I and the... View Details

Keywords: Political Backlash; Age Of Mass Migration; Cultural Diversity; Immigration; History; Economy; Attitudes; Cross-Cultural and Cross-Border Issues; Diversity

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January 2013 (Revised June 2017)
Case

The Perfect Storm: What Happens When the Market Moves Four Standard Deviations?

By: Nori Gerardo Lietz

Adam Carter was the portfolio manager for Tate Modern Finance III, L.P. (“Tate” or the “Fund”), the third in a series of U.S. commercial real estate debt funds sponsored by the London-based Tate Partners. The Fund was capitalized with $700 million of equity... View Details

Keywords: CMBS; CLO; Repo Financing; Financial Strategy; Investment Funds; Financing and Loans

December 2011 (Revised June 2015)
Case

Chairman Zhang and Broad Group: Growth Dilemmas

By: Christopher Marquis, Nancy Hua Dai and Juelin Yin

Zhang Yue, founder and chairman of Broad Group, had developed a series of innovative products aimed at solving China's environmental problems. Broad Group's products, services, and management were guided by values that prioritized morals, responsibility, environmental... View Details

Keywords: Growth and Development; Strategy; Environmental Sustainability; China

February 2023
Article

Homophily and Acrophily as Drivers of Political Segregation

By: Amit Goldenberg, Joseph M. Abruzzo, Zi Huang, Jonas Schone, David Bailey, Robb Willer, Eran Halperin and James J. Gross

Political segregation is an important social problem, increasing polarization and impeding effective governance. Previous work has viewed the central driver of segregation to be political homophily, the tendency to associate with others who have similar views. Here we... View Details

Keywords: Political Affiliation; Extremism; Values and Beliefs; Identity; Groups and Teams; Emotions; Civil Society or Community

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March 2019
Article

Evidence of Upcoding in Pay-for-Performance Programs

By: Hamsa Bastani, Joel Goh and Mohsen Bayati

Recent Medicare legislation seeks to improve patient care quality by financially penalizing providers for hospital-acquired infections (HAIs). However, Medicare cannot directly monitor HAI rates and instead relies on providers accurately self-reporting HAIs in claims... View Details

Keywords: Medical Coding; Health Policy; Healthcare-acquired Conditions; Medicare; Health Care and Treatment; Policy; Performance Improvement; Quality; Measurement and Metrics; Government Legislation

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Time Series Experiments and Causal Estimands: Exact Randomization Tests and Trading

We define causal estimands for experiments on single time series, extending the potential outcome framework to dealing with temporal data. Our approach allows the estimation of a broad class of these estimands and exact... View Details

September 2022
Article

Regulatory Spillover and Workplace Racial Inequality

By: Letian Zhang

This paper suggests that affirmative action bans in the U.S. public sector may influence racial inequality in the private sector. Since the 1990s, nine states have banned affirmative action practice in public universities and state governments. Though these bans have... View Details

Keywords: Inequality; Regulation; Law; Organizational Norm; CEO; Affirmative Action; Organizations; Private Sector; Equality and Inequality; Diversity; Race; Governing Rules, Regulations, and Reforms

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April 2002
Case

In vivo to in vitro to in silico: Coping with Tidal Waves of Data at Biogen

By: Juan Enriquez-Cabot, Gary P. Pisano and Gaye Bok

Biogen is a successful biotech company facing a critical juncture. CEO John Mullen ponders how technological changes introduced into the research function will shape larger corporate decisions. This world in which biotechnology companies operated had changed... View Details

Keywords: Change; Decisions; Product Development; Research and Development; Expansion; Technology; Biotechnology Industry

September 2023
Supplement

Accelerating with Caution: Forecasting and Managing birddogs’ Growth (B)

As 2017 was drawing to a close, birddogs’ founder and CEO, Peter Baldwin, was working with his CFO Jack Sullivan to prepare for 2018. Their task at hand? To predict the demand for their product in the coming season, determine the appropriate investments in working... View Details

Keywords: Working Capital; Forecasting and Prediction; Expansion; Production; Apparel and Accessories Industry

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