Publications

2020
Working Paper

Targeting for Long-Term Outcomes

By: Jeremy Yang, Dean Eckles, Paramveer Dhillon and Sinan Aral

Decision makers often want to target interventions so as to maximize an outcome that is observed only in the long term. This typically requires delaying decisions until the outcome is observed or relying on simple short-term proxies for the long-term outcome. Here we... View Details

Keywords: Targeted Marketing; Optimization; Churn Management; Marketing; Customer Relationship Management; Policy; Learning; Outcome or Result

2022
Chapter

State-Formation, Statist Islam, and Regime Instability: Evidence from Turkey

By: Kristin Fabbe

Religion, and particularly the forces of political Islam and state secularism, have been central to discussions of regime stability in the Turkish case. Intense polarization, political instability, and military interventions have propelled Turkey into crisis about once... View Details

Keywords: Ottoman Empire; Regime; State Secularism; Political Islam; Democracy; Autocracy; Religion; Government and Politics; Turkey

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2021
Article

Fair Influence Maximization: A Welfare Optimization Approach

By: Aida Rahmattalabi, Shahin Jabbari, Himabindu Lakkaraju, Phebe Vayanos, Max Izenberg, Ryan Brown, Eric Rice and Milind Tambe

Several behavioral, social, and public health interventions, such as suicide/HIV prevention or community preparedness against natural disasters, leverage social network information to maximize outreach. Algorithmic influence maximization techniques have been proposed... View Details

January 2015 (Revised January 2017)
Case

Curriculum Associates: Turning the Page from Tradition to Innovation

By: John J-H Kim and Christine S. An

Set in Fall 2014, the traditional textbook publishing industry is being transformed by technological innovations and new student achievement standards. This case chronicles how Rob Waldron, CEO, and his team bring Curriculum Associates (CA), a traditional supplemental... View Details

Keywords: Education Technology; SaaS; Turnaround; Textbook Publishing; Innovation; Sales Cycle; HR Strategy; Privately-funded Businesses; Sustainable Growth; Product Development Strategy; Organizational Change and Adaptation; Technological Innovation; Competitive Advantage; Publishing Industry

Educators

September 2012 (Revised May 2015)
Case

Philips-Visicu

By: Regina E. Herzlinger, Natalie Kindred and Sara M. McKinley

Would the advent of global payment models and ACOs create sufficient demand for a telemedicine offering covering the care continuum, from hospitals to the home? This was the decision facing Royal Philips Electronics (Philips), the Netherlands-based producer of... View Details

Educators

04 Apr 2016
HBS Seminar

Shelley Correll, Stanford University

22 Apr 2016
HBS Seminar

Dr. Milt McColl, MD, Gauss Surgical, CEO

Web

Behavioral Finance & Financial Stability

model, monetary expansion cannot end secular stagnation in an economy and may have "beggar-thy-neighbor" effects, while large fiscal interventions can eliminate secular stagnation and also carry positive externalities. See Gauti's other... View Details

28 Mar 2012
Working Paper Summaries

When Performance Trumps Gender Bias: Joint versus Separate Evaluation

Keywords: by Iris Bohnet, Alexandra van Geen & Max H. Bazerman

Article

Social Technology: An Interdisciplinary Approach to Improving Care for Older Adults

By: Arthur Kleinman, Hongtu Chen, Sue E. Levkoff, Ann Forsyth, David E. Bloom, Winnie Yip, Tarun Khanna, Conor J. Walsh, David Perry, Ellen W. Seely, Anne S. Kleinman, Yan Zhang, Yuan Wang, Jun Jing, Tianshu Pan, Ning An, Zhenggang Bai, Jiexiu Wang, Qing Liu and Fawwaz Habbal

Population aging is a defining demographic reality of our era. It is associated with an increase in the societal burden of delivering care to older adults with chronic conditions or frailty. How to integrate global population aging and technology development to help... View Details

Keywords: Health Care and Treatment; Age; Service Delivery; Information Technology; Collaborative Innovation and Invention

Article

Spending Variation Among ACOs in the Medicare Shared Savings Program

By: Michael Anne Kyle, J. Michael McWilliams, Mary Beth Landrum, Bruce E. Landon, Paul Trompke, David J. Nyweide and Michael E. Chernew

OBJECTIVES: Understanding variation in spending across organizations, rather than across geographic areas, is important because care is delivered by organizations and interventions increasingly focus on organizations. Accountable care organizations (ACOs) are... View Details

Keywords: Medicare; Accountable Care Organizations; ACOs; Health Care and Treatment; Spending; Analysis

13 Mar 2019
HBS Seminar

Abhishek Nagaraj, University of California Berkeley Haas School of Business

2023
Case

Christiana Figueres and the Collaborative Approach to Negotiating Climate Action

By: James K. Sebenius, Laurence A. Green, Hannah Riley-Bowles, Lara SanPietro and Mina Subramanian

This case study centers on Harvard’s Program on Negotiation 2022 Great Negotiator, Christiana Figueres, and her efforts as Executive Secretary of the United Nations Framework Convention on Climate Change (UNFCCC) to build momentum for, and ultimately pass, the 2015... View Details

Keywords: Climate Change; Negotiation; Environmental Regulation; International Relations; Leadership

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Article

A Prescriptive Analytics Framework for Optimal Policy Deployment Using Heterogeneous Treatment Effects

By: Edward McFowland III, Sandeep Gangarapu, Ravi Bapna and Tianshu Sun

We define a prescriptive analytics framework that addresses the needs of a constrained decision-maker facing, ex ante, unknown costs and benefits of multiple policy levers. The framework is general in nature and can be deployed in any utility maximizing context, public... View Details

Keywords: Prescriptive Analytics; Heterogeneous Treatment Effects; Optimization; Observed Rank Utility Condition (OUR); Between-treatment Heterogeneity; Machine Learning; Decision Making; Analysis; Mathematical Methods

Find at Harvard

March 2016
Article

Using Quality Improvement Methods and Time-Driven Activity-Based Costing to Improve Value-Based Cancer Care Delivery at a Cancer Genetics Clinic

By: R.Y. Tan, M. Met-Domestici, K. Zhou, A.B. Guzman, S.T. Lim, K.C. Soo, T.W. Feeley and J. Ngeow

Purpose:
To meet increasing demand for cancer genetic testing and improve value-based cancer care delivery, National Cancer Centre Singapore restructured the Cancer Genetics Service in 2014. Care delivery processes were redesigned. We sought to improve access by... View Details

Keywords: Cancer Treatment; Value Based Health Care; Time-Driven Activity-Based Costing; Health Care and Treatment; Quality; Performance Improvement; Activity Based Costing and Management

We define a prescriptive analytics framework that addresses the needs of a constrained decision-maker facing, ex ante, unknown costs and benefits of multiple policy levers. The framework is general in nature and can be deployed in any utility maximizing... View Details

Boulevard of Broken Dreams: Why Public Efforts to Boost Entrepreneurship and Venture Capital Have Failed--and What to Do About It

Silicon Valley, Singapore, Tel Aviv—the global hubs of entrepreneurial activity—all bear the marks of government investment. Yet, for every public intervention that spurs entrepreneurial activity, there are many failed efforts that waste untold billions in taxpayer... View Details

Forthcoming
Article

Engaging Customers with AI in Online Chats: Evidence from a Randomized Field Experiment

By: Shunyuan Zhang and Das Narayandas

We examine how artificial intelligence (AI) affected the productivity of customer service agents and customer sentiment in online interactions. Collaborating with a meal delivery company, we conducted a randomized field experiment that exploited exogenous variation in... View Details

Keywords: AI and Machine Learning; Customer Focus and Relationships; Performance Efficiency