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October 2021
Article

Judgment Aggregation in Creative Production: Evidence from the Movie Industry

By: Hong Luo, Jeffrey T. Macher and Michael Wahlen

We study a novel, low-cost approach to aggregating judgment from a large number of industry experts on ideas that they encounter in their normal course of business. Our context is the movie industry, in which customer appeal is difficult to predict and investment costs... View Details

Keywords: Judgment Aggregation; Quality Uncertainty; Creative Industry; Project Evaluation And Selection; Creativity; Film Entertainment; Judgments; Motion Pictures and Video Industry

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August 2019 (Revised April 2021)
Case

Zillow Offers: Winning Online Real Estate 2.0

By: Luis Viceira, Marco Di Maggio and Allison Ciechanover

Founded in 2005, Zillow had become the leading online real estate and home-related marketplace. The brand was recognized as a trusted resource for players in the real estate market, providing information and transparency on home prices. Revenue, which was historically... View Details

Keywords: Real Estate; Corporate Culture; Intermediation; Brokerage; Startup; Evaluating Business Investments; Property; Information Technology; Business Model; Expansion; Business Startups; Real Estate Industry; Media and Broadcasting Industry; United States

August 2022
Teaching Plan

Janet Ames (A), (B), (C), (D)

By: Brian Trelstad

Teaching Plan for HBS Case Nos. 320-076, 320-077, 320-078, and 322-051. The series of Janet Ames cases follow a fictional alumna of Harvard Business School into her consulting career in Boston. Over the series of cases, Ames is first offered the opportunity to join... View Details

Keywords: Philanthropy; Board; Non-profit Management; Career Changes And Transitions; Evaluation; Personal Development and Career; Opportunities; Decision Choices and Conditions; Philanthropy and Charitable Giving; Governing and Advisory Boards; Social Enterprise; Social Entrepreneurship; Nonprofit Organizations; Management; United States

December 2019 (Revised August 2022)
Exercise

Janet Ames (A)

By: Brian Trelstad and Brian Trelstad

The series of Janet Ames cases follow a fictional alumna of Harvard Business School into her consulting career in Boston. Over the series of cases, Ames is first offered the opportunity to join the board of a Boston-based non-profit organization, which offers students... View Details

Keywords: Philanthropy; Board; Non-profit Management; Career Changes And Transitions; Evaluation; Philanthropy and Charitable Giving; Governing and Advisory Boards; Social Enterprise; Social Entrepreneurship; Nonprofit Organizations; Management; Personal Development and Career; United States

May 18, 2012
Article

Randomized Government Safety Inspections Reduce Worker Injuries with No Detectable Job Loss

By: David I Levine, Michael W. Toffel and Matthew S. Johnson

Controversy surrounds occupational health and safety regulators, with some observers claiming that workplace regulations damage firms' competitiveness and destroy jobs and others arguing that they make workplaces safer at little cost to employers and employees. We... View Details

Keywords: Regulation; Occupational Safety; Evaluation; Regression; Matching; Difference In Differences; Safety; Health; Working Conditions; Governing Rules, Regulations, and Reforms; Competitive Advantage; Performance; Manufacturing Industry; California

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2023
Working Paper

Efficient Discovery of Heterogeneous Quantile Treatment Effects in Randomized Experiments via Anomalous Pattern Detection

By: Edward McFowland III, Sriram Somanchi and Daniel B. Neill

In the recent literature on estimating heterogeneous treatment effects, each proposed method makes its own set of restrictive assumptions about the intervention’s effects and which subpopulations to explicitly estimate. Moreover, the majority of the literature provides... View Details

Keywords: Causal Inference; Program Evaluation; Algorithms; Distributional Average Treatment Effect; Treatment Effect Subset Scan; Heterogeneous Treatment Effects

February 2019
Article

Who Benefits Most in Disease Management Programs: Improving Target Efficiency

By: Timothy Simcoe, Maryaline Catillon and Paul Gertler

Disease management programs aim to reduce cost by improving the quality of care for chronic diseases. Evidence of their effectiveness is mixed. Reducing health care spending sufficiently to cover program costs has proved particularly challenging. This study uses a... View Details

Keywords: Health Economics; Target Efficiency; Diabetes; Disease Management; Program Evaluation; Heterogeneity; Economics; Health; Quality; Health Care and Treatment; Cost Management; Health Industry

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March 2024
Article

Do Safety Management System Standards Indicate Safer Operations? Evidence from the OHSAS 18001 Occupational Health and Safety Standard

By: Kala Viswanathan, Matthew S. Johnson and Michael W. Toffel

Problem definition: Given the enormous disruptions and costs of occupational injuries, companies and buyers are increasingly looking to voluntary occupational health and safety standards to improve worker safety. Yet because these standards only require... View Details

Keywords: Occupational Health; Occupational Safety; Program Evaluation; Safety Performance; Injuries; OHSAS 18001; ISO 45001; Working Conditions; Safety; Standards

May 2017
Case

ATH Technologies: Making the Numbers

By: Robert Simons and Jennifer Packard

An exercise that takes students through five stages of growth in an entrepreneurial start-up in the medical devices industry: 1) founding, 2) growth, 3) push to profitability, 4) relocation process, and 5) takeover by new management. At each stage, students must... View Details

Keywords: Balancing Innovation And Control; Performance Evaluation; Strategy And Execution; Management Control Systems; Risk Management; Business Growth and Maturation; Business Startups; Profit; Geographic Location; Governance Controls; Innovation and Invention; Management Succession; Medical Devices and Supplies Industry

Teaching Interest

Overview

By: Suraj Srinivasan

Professor Srinivasan serves as the Course Head for the required MBA course Financial Reporting and Control. He has previously taught the second year MBA elective Business Analysis and Valuation Using Financial Statements and teaches the executive education version... View Details

Keywords: Business Analysis; Business Evaluation; Financial Statements; Financial Analysis; Audit Committees; Corporate Governance; Compensation Committees

July 2024 (Revised January 2025)
Case

Rockefeller Philanthropy Advisors: Bringing Systematic Investment to Philanthropy

By: Lauren Cohen, Hao Gao, Alexander Bischoff and Sophia Pan

Melissa Berman, CEO of Rockefeller Philanthropy Advisors (RPA), evaluated her client’s philanthropy project and its mediocre performance. RPA was a segment of the Rockefeller Family Office’s Philanthropy Department, becoming an independent charity in 2002. Consistently... View Details

March 2023 (Revised March 2023)
Case

Roche: Innovation and Access to Healthcare

By: George Serafeim, Susanna Gallani and Benjamin Maletta

In May 2022, Roche Group, one of the largest healthcare companies in the world, hosted its first investor event focused exclusively on its efforts to impact access to healthcare. While Roche had recently set an ambitious goal to double the number of patients that had... View Details

June 2023 (Revised June 2023)
Supplement

Roche: ESG and Access to Healthcare

By: George Serafeim

In May 2022, Roche Group, one of the largest healthcare companies in the world, hosted its first investor event focused exclusively on its efforts to impact access to healthcare. While Roche had recently set an ambitious goal to double the number of patients that had... View Details

September 2009 (Revised September 2010)
Case

Genzyme Center (A)

By: Michael W. Toffel and Aldo Sesia

Genzyme Corporation is in the midst of planning its new corporate headquarters, which incorporates many innovative green building features. After learning that the building as planned would likely earn a LEED Silver rating, an intermediate score in the LEED green... View Details

Keywords: Green Building; LEED Rating System; Economic And Environmental Performance; Program Evaluation And Assessment; Tradeoffs Between Process- And Performance Standards; Buildings and Facilities; Business Headquarters; Governing Rules, Regulations, and Reforms; Standards; Corporate Social Responsibility and Impact; Performance Improvement; Environmental Sustainability; Pollutants; Green Technology Industry

Research Summary

Overview

Most companies' leaders declare their commitment to delivering value to customers. Many have adopted language such as "customer-centric" or "customer-obsessed." Companies that consistently earn top marks for customer loyalty in their industry deliver total shareholder... View Details

Keywords: Customer Base Analysis; Customer Lifetime Value; Customer Experience; Customer Loyalty; Service Profit Chain; Management Accounting; Project Evaluation And Resource Allocation; Customer Value and Value Chain; Customer Satisfaction; Valuation; Customer Focus and Relationships

Research Summary

Overview

By: Brian L. Trelstad

The focus of my research is on the systems of social innovation. How small groups of individuals come up with new products and services targeting important problems; how they finance these initial efforts, and convert prototypes into viable organizational strategies;... View Details

February 1998 (Revised July 1998)
Case

Rob Parson at Morgan Stanley (A)

Rob Parson was a star producer in Morgan Stanley's Capital Markets division. He had been recruited from a competitor the prior year and had generated substantial revenues since joining the firm. Unfortunately, Parson's reviews from the 360-degree performance evaluation... View Details

Keywords: Management; Personal Development and Career; Performance Evaluation; Financial Services Industry

12 Mar 2024
Research & Ideas

Publish or Perish: What the Research Says About Productivity in Academia

To succeed in academia, professors often feel the pressure to “publish or perish.” But in evaluating professors’ productivity based on total published studies and grant funding, are institutions overlooking other factors that affect a... View Details

Keywords: by Ben Rand; Education

2022
Working Paper

The Gender Gap in Confidence: Expected But Not Accounted For

By: Christine L. Exley and Kirby Nielsen

We investigate how the gender gap in confidence affects the views that evaluators (e.g., employers) hold about men and women. If evaluators fail to account for the confidence gap, it may cause overly pessimistic views about women. Alternatively, if evaluators expect... View Details

Keywords: Confidence; Experiments; Gender; Perception; Values and Beliefs; Performance Evaluation; Analysis

30 Sep 2002
Research & Ideas

Your Crisis Response Plan: The Ten Effective Elements

Organizations inevitably face crises, but few are well prepared to deal with them. The following elements summarize the findings of research and experience about what it takes to respond effectively in crisis situations. The accompanying table is a tool for View Details

Keywords: by Michael Watkins

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