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  • All HBS Web  (1,781)
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  • 2015
  • Working Paper

Making a Difference: Leader Evaluation, Selection, and Impact

By: Gautam Mukunda
The relationship between leader selection and impact is important to both researchers and practitioners. This paper introduces Leader Filtration Theory (LFT)—a theory from political science—to managerial audiences, applies it to organizations, and uses it to improve... View Details
Keywords: Leaders; Leader Selection; Individual Impact; Leadership; Selection and Staffing
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Mukunda, Gautam. "Making a Difference: Leader Evaluation, Selection, and Impact." Harvard Business School Working Paper, No. 15-074, May 2015.
  • September 26, 2024
  • Article

A Better Way to Measure Social Impact

By: Robert S. Kaplan and Constance Spitzer
All impact investors report the financial returns from their funds and investments, and many provide metrics on intended social outcomes, such as numbers of individuals served, or quality jobs created. But investors do not supply metrics about their impacts on... View Details
Keywords: Impact Investing; Social Impact Investment; Inclusive Growth; Sustainability; Corporate Social Responsibility and Impact; Environmental Sustainability
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Kaplan, Robert S., and Constance Spitzer. "A Better Way to Measure Social Impact." Harvard Business Review Digital Articles (September 26, 2024).
  • November–December 2024
  • Article

Loss of Peers and Individual Worker Performance: Evidence From H-1B Visa Denials

By: Prithwiraj Choudhury, Kirk Doran, Astrid Marinoni and Chungeun Yoon
We study how restrictive immigration policies that result in the unexpected loss of co-workers affect the performance of skilled migrants employed in organizations. Specifically, we examine the impact of the loss of team members on their co-workers’ performance in... View Details
Keywords: Immigration; Performance Productivity; Employees; Human Capital; Ethnicity; Groups and Teams
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Choudhury, Prithwiraj, Kirk Doran, Astrid Marinoni, and Chungeun Yoon. "Loss of Peers and Individual Worker Performance: Evidence From H-1B Visa Denials." Organization Science 35, no. 6 (November–December 2024): 2040–2063.
  • 2025
  • Working Paper

Impact Investing and Worker Outcomes

By: Josh Lerner, Markus Lithell and Gordon M. Phillips
Impact investors claim to distinguish themselves from traditional venture capital and growth equity investors by also pursuing ESG objectives. Whether they successfully do so in practice is unclear. We use confidential Census Bureau microdata to assess worker... View Details
Keywords: ESG; Corporate Social Responsibility and Impact; Private Equity; Venture Capital; Wages
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Lerner, Josh, Markus Lithell, and Gordon M. Phillips. "Impact Investing and Worker Outcomes." Harvard Business School Working Paper, No. 25-040, February 2025.
  • September–October 2013
  • Article

Learning from Customers: Individual and Organizational Effects in Outsourced Radiological Services

By: Jonathan R. Clark, Robert S. Huckman and Bradley R. Staats
The ongoing fragmentation of work has resulted in a narrowing of tasks into smaller pieces that can be sent outside the organization and, in many instances, around the world. This trend is shifting the boundaries of organizations and leading to increased outsourcing.... View Details
Keywords: Job Cuts and Outsourcing; Medical Specialties; Health Care and Treatment; Customer Focus and Relationships; Learning; Customer Satisfaction; Health Industry
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Clark, Jonathan R., Robert S. Huckman, and Bradley R. Staats. "Learning from Customers: Individual and Organizational Effects in Outsourced Radiological Services." Organization Science 24, no. 5 (September–October 2013): 1539–1557.
  • 2012
  • Working Paper

Learning from Customers: Individual and Organizational Effects in Outsourced Radiological Services

By: Jonathan R. Clark, Robert S. Huckman and Bradley R. Staats
The ongoing fragmentation of work has resulted in a narrowing of tasks into smaller pieces that can be sent outside the organization and, in many instances, around the world. This trend is shifting the boundaries of organizations and leading to increased outsourcing.... View Details
Keywords: Experience and Expertise; Learning; Health Care and Treatment; Job Cuts and Outsourcing; Knowledge Acquisition; Volume; Performance Productivity; Health Industry
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Clark, Jonathan R., Robert S. Huckman, and Bradley R. Staats. "Learning from Customers: Individual and Organizational Effects in Outsourced Radiological Services." Harvard Business School Working Paper, No. 11-057, December 2010. (Revised September 2011, January 2013. NBER Working Paper Series, No. w18723, January 2013)
  • February 2018
  • Article

The Impact of a Surprise Donation Ask

By: Christine L. Exley and Ragan Petrie
Individuals frequently exploit "flexibility" built into decision environments to give less. They use uncertainty to justify options benefiting themselves over others, they avoid information that may encourage them to give, and they avoid the ask itself. In this paper,... View Details
Keywords: Charitable Giving; Prosocial Behavior; Self-serving Biases; Excuses; Philanthropy and Charitable Giving; Behavior
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Exley, Christine L., and Ragan Petrie. "The Impact of a Surprise Donation Ask." Journal of Public Economics 158 (February 2018): 152–167.
  • July 2017
  • Article

The Impact of 'Display-Set' Options on Decision-Making

By: Uma R. Karmarkar
The way a choice set is constructed can have a significant influence on how individuals perceive and evaluate their options and make decisions between them. Here, I examine whether a “display set” of visible but unavailable options can exert these same types of... View Details
Keywords: Decision Making Process; Heuristics; Similarity; Categorization; Marketing Insight; Marketing; Choice; Choice Architecture; Choice Sets; Display; Retail; Consumer Behavior; Decision Choices and Conditions; Decisions; Decision Making; Retail Industry; Consumer Products Industry
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Karmarkar, Uma R. "The Impact of 'Display-Set' Options on Decision-Making." Journal of Behavioral Decision Making 30, no. 3 (July 2017): 744–753.
  • Research Summary

Notes on the Impact of Wealth in Bargaining

Joint work with Chen-Ying Huang, National Taiwan University.

We provide the first investigation of the politically important question of whether wealthy individuals are advantaged or disadvantaged in bargaining. We show that in a simple Nash-Rubinstein style model,... View Details

  • 2023
  • Article

On the Impact of Actionable Explanations on Social Segregation

By: Ruijiang Gao and Himabindu Lakkaraju
As predictive models seep into several real-world applications, it has become critical to ensure that individuals who are negatively impacted by the outcomes of these models are provided with a means for recourse. To this end, there has been a growing body of research... View Details
Keywords: Forecasting and Prediction; AI and Machine Learning; Outcome or Result
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Gao, Ruijiang, and Himabindu Lakkaraju. "On the Impact of Actionable Explanations on Social Segregation." Proceedings of the International Conference on Machine Learning (ICML) 40th (2023): 10727–10743.
  • 05 Jun 2020
  • Research & Ideas

How Anchor Investors Help Impact Funds Succeed

so-called impact funds, or funds that hope to create positive social or environmental impact. In Anchors Aweigh: Analysis of Anchor Limited Partner Investors in Impact Investment Funds, the authors describe... View Details
Keywords: by Sean Silverthorne; Financial Services
  • 14 Jun 2010
  • Research & Ideas

The Hard Work of Measuring Social Impact

what that spending achieved. Yet there has been little agreement on a set of hard-and-fast metrics to measure social performance. How should a nonprofit manager respond when a significant donor asks for proof of his or her contribution's View Details
Keywords: by Julia Hanna
  • 2009
  • Report

Breakthroughs in Shared Measurement

By: Mark R. Kramer, Marcie Parkhurst and Lalitha Vaidyanathan
The traditional approach to measuring each individual grant and nonprofit initiative separately prevents learning and improvement, because no 2 efforts can be compared on a consistent basis. This research highlights 20 social enterprises that developed innovative... View Details
Keywords: Impact Evaluation; Impact Measurement; Social Enterprise; Organizations; Performance Effectiveness; Measurement and Metrics
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Kramer, Mark R., Marcie Parkhurst, and Lalitha Vaidyanathan. "Breakthroughs in Shared Measurement." Report, FSG, July 2009.
  • 2023
  • Article

On Minimizing the Impact of Dataset Shifts on Actionable Explanations

By: Anna P. Meyer, Dan Ley, Suraj Srinivas and Himabindu Lakkaraju
The Right to Explanation is an important regulatory principle that allows individuals to request actionable explanations for algorithmic decisions. However, several technical challenges arise when providing such actionable explanations in practice. For instance, models... View Details
Keywords: Mathematical Methods; Analytics and Data Science
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Meyer, Anna P., Dan Ley, Suraj Srinivas, and Himabindu Lakkaraju. "On Minimizing the Impact of Dataset Shifts on Actionable Explanations." Proceedings of the Conference on Uncertainty in Artificial Intelligence (UAI) 39th (2023): 1434–1444.
  • Article

Megastudies Improve the Impact of Applied Behavioural Science

By: Katherine L. Milkman, Dena Gromet, Hung Ho, Joseph S. Kay, Timothy W. Lee, Pepi Pandiloski, Yeji Park, Aneesh Rai, Max Bazerman, John Beshears, Lauri Bonacorsi, Colin Camerer, Edward Chang, Gretchen Chapman, Robert Cialdini, Hengchen Dai, Lauren Eskreis-Winkler, Ayelet Fishbach, James J. Gross, Samantha Horn, Alexa Hubbard, Steven J. Jones, Dean Karlan, Tim Kautz, Erika Kirgios, Joowon Klusowski, Ariella Kristal, Rahul Ladhania, Jens Ludwig, George Loewenstein, Barbara Mellers, Sendhil Mullainathan, Silvia Saccardo, Jann Spiess, Gaurav Suri, Joachim H. Talloen, Jamie Taxer, Yaacov Trope, Lyle Ungar, Kevin G. Volpp, Ashley V. Whillans, Jonathan Zinman and Angela L. Duckworth
Policy-makers are increasingly turning to behavioural science for insights about how to improve citizens’ decisions and outcomes. Typically, different scientists test different intervention ideas in different samples using different outcomes over different time... View Details
Keywords: Policy Making; Behavioral Science; Behavior; Change; Decision Making; Policy
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Milkman, Katherine L., Dena Gromet, Hung Ho, Joseph S. Kay, Timothy W. Lee, Pepi Pandiloski, Yeji Park, Aneesh Rai, Max Bazerman, John Beshears, Lauri Bonacorsi, Colin Camerer, Edward Chang, Gretchen Chapman, Robert Cialdini, Hengchen Dai, Lauren Eskreis-Winkler, Ayelet Fishbach, James J. Gross, Samantha Horn, Alexa Hubbard, Steven J. Jones, Dean Karlan, Tim Kautz, Erika Kirgios, Joowon Klusowski, Ariella Kristal, Rahul Ladhania, Jens Ludwig, George Loewenstein, Barbara Mellers, Sendhil Mullainathan, Silvia Saccardo, Jann Spiess, Gaurav Suri, Joachim H. Talloen, Jamie Taxer, Yaacov Trope, Lyle Ungar, Kevin G. Volpp, Ashley V. Whillans, Jonathan Zinman, and Angela L. Duckworth. "Megastudies Improve the Impact of Applied Behavioural Science." Nature 600, no. 7889 (December 16, 2021): 478–483.
  • 2016
  • Working Paper

Paying (for) Attention: The Impact of Information Processing Costs on Bayesian Inference

By: Scott Duke Kominers, Xiaosheng Mu and Alexander Peysakhovich
Human information processing is often modeled as costless Bayesian inference. However, research in psychology shows that attention is a computationally costly and potentially limited resource. We study a Bayesian individual for whom computing posterior beliefs is... View Details
Keywords: Behavior; Cognition and Thinking; Economics
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Kominers, Scott Duke, Xiaosheng Mu, and Alexander Peysakhovich. "Paying (for) Attention: The Impact of Information Processing Costs on Bayesian Inference." Working Paper, February 2016.
  • 2014
  • Working Paper

Cleaning House: The Impact of Information Technology on Employee Corruption and Performance

By: Lamar Pierce, Daniel Snow and Andrew McAfee
This paper examines how firm investments in technology-based employee monitoring impact both misconduct and productivity. We use unique and detailed theft and sales data from 392 restaurant locations from five firms that adopt a theft monitoring information technology... View Details
Keywords: Management Practices and Processes; Information Technology; Ethics; Performance Productivity; Employees
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Pierce, Lamar, Daniel Snow, and Andrew McAfee. "Cleaning House: The Impact of Information Technology on Employee Corruption and Performance." MIT Sloan Research Paper, No. 5029-13, October 2014.
  • 2017
  • Other Article

Designing an Agile Software Portfolio Architecture: The Impact of Coupling on Performance

By: Alan MacCormack and Robert Lagerstrom
The modern industrial corporation encompasses a myriad of different software applications, each of which must work in concert to deliver functionality to end-users. However, the increasingly complex and dynamic nature of competition in today’s product-markets dictates... View Details
Keywords: Applications and Software; Design; Organizational Change and Adaptation; Performance Effectiveness
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MacCormack, Alan, and Robert Lagerstrom. "Designing an Agile Software Portfolio Architecture: The Impact of Coupling on Performance." Academy of Management Annual Meeting Proceedings (2017). (doi:10.5465/AMBPP.2017.297, ISSN 2151-6561.)
  • 2023
  • Working Paper

The Credit Supply Channel of Monetary Policy Tightening and Its Distributional Impacts

By: Joshua Bosshardt, Marco Di Maggio, Ali Kakhbod and Amir Kermani
This paper studies how tightening monetary policy transmits to the economy through the mortgage market and sheds new light on the distributional consequences at both the individual and regional levels. We find that credit supply factors, specifically restrictions on... View Details
Keywords: Policy; Borrowing and Debt; Credit; Mortgages; Macroeconomics
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Bosshardt, Joshua, Marco Di Maggio, Ali Kakhbod, and Amir Kermani. "The Credit Supply Channel of Monetary Policy Tightening and Its Distributional Impacts." NBER Working Paper Series, No. 31464, July 2023. (Revised November 2023.)
  • January 2009
  • Journal Article

The Fiscal Impact of High-skilled Emigration: Flows of Indians to the U.S.

By: Mihir Desai, D. Kapur, J. McHale and K Rogers
Easing immigration restrictions for the highly skilled in developed countries portends a future of increased human capital outflows from developing countries. The myriad consequences of these developments for developing countries include the direct loss of the fiscal... View Details
Keywords: Talent and Talent Management; Diasporas; Developing Countries and Economies; Taxation; Compensation and Benefits; Human Capital; Mathematical Methods; India; United States
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Desai, Mihir, D. Kapur, J. McHale, and K Rogers. "The Fiscal Impact of High-skilled Emigration: Flows of Indians to the U.S." Journal of Development Economics 88, no. 1 (January 2009).
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