Publications

Article

Robust and Stable Black Box Explanations

By: Himabindu Lakkaraju, Nino Arsov and Osbert Bastani

As machine learning black boxes are increasingly being deployed in real-world applications, there has been a growing interest in developing post hoc explanations that summarize the behaviors of these black boxes. However, existing algorithms for generating such... View Details

Keywords: Machine Learning; Black Box Models; Framework

2016
Chapter

Envy and Interpersonal Corruption: Social Comparison Processes and Unethical Behavior in Organizations

By: Julia J. Lee and Francesca Gino

Book Abstract: Competition for resources, recognition, and favorable outcomes are all facts of life in professional settings. When one falls short in comparison to colleagues or subordinates, feelings of envy may arise. Fueled by inferiority, hostility, and resentment,... View Details

22 Jan 2019
First Look

New Research and Ideas, January 22, 2019

price-based moves. Publisher's link: https://www.hbs.edu/faculty/Pages/item.aspx?num=55474 in press Journal of Experimental Social Psychology A Counterfeit Competence: After Threat, Cheating Boosts One's Self-Image By: Wakeman W., C.... View Details

Keywords: Dina Gerdeman

Research Summary

Overview

I am currently a Principal or Co-Principal Investigator of five field-based randomized controlled trials, each of which examines the management of lay health workers in developing countries, with an eye toward generating theoretical insights and policy guidance on how... View Details

Keywords: Development Economics; Policy; Health; Human Resources; Africa; India; United States

Research Summary

Overview

I am currently a Principal or Co-Principal Investigator of five field-based randomized controlled trials, each of which examines the management of lay health workers in developing countries, with an eye toward generating theoretical insights and policy guidance on how... View Details

Keywords: Development Economics; Policy; Health; Human Resources; Africa; India; United States

March 2023
Teaching Note

VideaHealth: Building the AI Factory

By: Karim R. Lakhani

Teaching Note for HBS Case No. 621-021. The case “VideaHealth: Building the AI Factory” examines the creation of dental startup VideaHealth (Videa) and the development of its artificial intelligence (AI)-led business strategy through the eyes of founder and CEO Florian... View Details

Keywords: AI and Machine Learning; Applications and Software; Business Model; Marketing Strategy; Product Development; Health Industry; Technology Industry

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February 2023
Article

The Effect of Systems of Management Controls on Honesty in Managerial Reporting

By: Aishwarrya Deore, Susanna Gallani and Ranjani Krishnan

While budgetary controls with capital rationing are optimal in theory and widespread in practice, empirical research documents their association with higher employee dishonesty compared to budgetary controls without rationing. In this study, we examine whether... View Details

Keywords: Directing Controls; Misreporting; Mission Statements; Participative Budgeting; Stewardship Theory; Systems Of Management Controls; Capital; Budgets and Budgeting; Mission and Purpose

May 2022
Article

How Status of Research Papers Affects the Way They Are Read and Cited

By: Misha Teplitskiy, Eamon Duede, Michael Menietti and Karim R. Lakhani

Although citations are widely used to measure the influence of scientific works, research shows that many citations serve rhetorical functions and reflect little-to-no influence on the citing authors. If highly cited papers disproportionately attract rhetorical... View Details

Keywords: Metrics; Influence; Status; Citations; Science; Measurement and Metrics; Research; Perception

March 2020
Article

A Revolution in Economics? It's Just Getting Started...

By: Shawn A. Cole, William Pariente and Anja Sautmann

We have each experienced thrills and pain while supporting the mission of the Abdul Latif Jameel Poverty Action Lab, which facilitated many of the experiments described in the 2019 Nobel Prize citation. J-PAL in many ways seeks to fulfill what Angrist and Pischke... View Details

Keywords: Randomized Control Trials; Economics; Research; Innovation and Invention

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2014
Working Paper

Contraceptive Access and Fertility: The Impact of Supply-Side Interventions

By: Nava Ashraf, Erica Field and Jessica Leight

Declining fertility in both the developed and developing world has led to large and potentially welfare-enhancing changes in women's labor supply, education and investment in children in recent decades. However, it has been widely noted that the pace of this decline... View Details

Keywords: Fertility; Contraceptive Access; Zambia

2013
Article

Prosocial Spending and Well-Being: Cross-Cultural Evidence for a Psychological Universal

By: Lara B. Aknin, Christopher P. Barrington-Leigh, Elizabeth W. Dunn, John F. Helliwell, Justine Burns, Robert Biswas-Diener, Imelda Kemeza, Paul Nyende, Claire Ashton-James and Michael I. Norton

This research provides the first support for a possible psychological universal: Human beings around the world derive emotional benefits from using their financial resources to help others (prosocial spending). In Study 1, survey data from 136 countries were examined... View Details

Keywords: Prosocial Spending; Psychological Universal; Prosocial Behavior; Well-being; Happiness; Spending; Philanthropy and Charitable Giving; Canada; Uganda; South Africa; India

26 Mar 2019
First Look

New Research and Ideas, March 26, 2019

Publisher's link: https://www.hbs.edu/faculty/Pages/item.aspx?num=55886 Can Biometric Tracking Improve Healthcare Provision and Data Quality? Experimental Evidence from Tuberculosis Control in India By: Bossuroy, Thomas, Clara... View Details

Keywords: Dina Gerdeman

13 Oct 2015
First Look

October 13, 2015

new data that are emerging. Download working paper: https://www.hbs.edu/faculty/Pages/item.aspx?num=49829 Does Google Content Degrade Google Search? Experimental Evidence By: Luca, Michael, Timothy Wu, Sebastian Couvidat, Daniel Frank, and... View Details

18 Nov 2014
Working Paper Summaries

Financial Development and Technology Diffusion

Keywords: by Diego Comin & Ramana Nanda

Forthcoming
Article

Uprooting Loneliness: A Theory of Continuity-Breaking Self-Narrative Change

By: Jennifer Petriglieri and Elizabeth Sheprow

Through an inductive study of executives reporting persistent loneliness at work, we examine how problematic work experiences can be rooted in the self through narratives, and the process by which they can be uprooted. In the case of loneliness, we found that... View Details

Keywords: Lonelines; Narratives; Qualitative Method; Well-being; Emotions; Employees

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Article

Diversity Thresholds: How Social Norms, Visibility, and Scrutiny Relate to Group Composition

By: Edward H. Chang, Katherine L. Milkman, Dolly Chugh and Modupe Akinola

Across a field study and four experiments, we examine how social norms and scrutiny affect decisions about adding members of underrepresented populations (e.g., women, racial minorities) to groups. When groups are scrutinized, we theorize that decision makers strive to... View Details

Keywords: Social Norms; Impression Management; Groups and Teams; Governing and Advisory Boards; Diversity; Gender; Decision Making

2015
Chapter

Negotiations: Statistical Aspects

By: James K. Sebenius

'Negotiation analysis' seeks to develop prescriptive theory and useful advice for negotiators and third parties. It generally emphasizes the parties' underlying interests, alternatives to negotiated agreement, approaches to productively manage the inherent tension... View Details

Keywords: Negotiation Preparation; Negotiation Tactics; Negotiation Participants

October 2009
Article

Making Time Off Predictable—and Required

By: Leslie Perlow and Jessica L. Porter

People in professional services believe a 24/7 work ethic is essential for getting ahead—and so they work 60-plus hours a week and stay tethered to their BlackBerrys. This perpetuates a vicious cycle: Responsiveness breeds the need for more responsiveness. When people... View Details

Keywords: Management Practices and Processes; Performance Expectations; Performance Productivity; Work-Life Balance; Service Industry

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Article

Faithful and Customizable Explanations of Black Box Models

By: Himabindu Lakkaraju, Ece Kamar, Rich Caruana and Jure Leskovec

As predictive models increasingly assist human experts (e.g., doctors) in day-to-day decision making, it is crucial for experts to be able to explore and understand how such models behave in different feature subspaces in order to know if and when to trust them. To... View Details

Keywords: Interpretable Machine Learning; Black Box Models; Decision Making; Framework