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  • Research Summary

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By: William C. Kirby
A historian by training, Professor Kirby examines contemporary China's business, economic, and political development in an international context. He writes and teaches on the growth of modern companies in China (Chinese and foreign; state-owned and private); Chinese... View Details
Keywords: China; Internationalization; Educational Policy And Politics; Infrastructure; Government And Business; The Revival Of Family Business In China; China’s Infrastructure Exports: The ‘Belt And Road’ Initiative; Agribusiness; Education; Entrepreneurship; Globalization; Governance; Government and Politics; History; Philanthropy and Charitable Giving; Social Enterprise; Auto Industry; Education Industry; Food and Beverage Industry; Health Industry; Semiconductor Industry; Asia; Europe; North and Central America
  • August 2024
  • Case

Pioneering Pain Management: CWC Alliance Combats the Opioid Epidemic

By: Susanna Gallani, Karen L. Sedatole and Sarah Mehta
Set in March 2024, this case is about CWC Alliance (CWC), a nonprofit working to prevent opioid addiction in the U.S. Founder Cammie Wolf Rice launched CWC in 2018 after her son, Christopher Wolf, died of a heroin overdose. Wolf’s dependence on opioids stemmed from a... View Details
Keywords: Health Care and Treatment; Innovation and Invention; Jobs and Positions; Nonprofit Organizations; Expansion; Growth and Development Strategy; Service Delivery; Mission and Purpose; Health Industry; United States; Georgia (state, US); Atlanta
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Gallani, Susanna, Karen L. Sedatole, and Sarah Mehta. "Pioneering Pain Management: CWC Alliance Combats the Opioid Epidemic." Harvard Business School Case 125-012, August 2024.
  • 2022
  • Working Paper

TalkToModel: Explaining Machine Learning Models with Interactive Natural Language Conversations

By: Dylan Slack, Satyapriya Krishna, Himabindu Lakkaraju and Sameer Singh
Practitioners increasingly use machine learning (ML) models, yet they have become more complex and harder to understand. To address this issue, researchers have proposed techniques to explain model predictions. However, practitioners struggle to use explainability... View Details
Keywords: Natural Language Conversations; Predictive Models; AI and Machine Learning
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Slack, Dylan, Satyapriya Krishna, Himabindu Lakkaraju, and Sameer Singh. "TalkToModel: Explaining Machine Learning Models with Interactive Natural Language Conversations." Working Paper, 2022.
  • 11 May 2010
  • First Look

First Look: May 11

entrepreneur or as an investor. Purchase this case:http://cb.hbsp.harvard.edu/cb/product/810072-PDF-ENG U.S. Healthcare Reform: International Perspectives Arthur A. Daemmrich and Elia PineiroHarvard Business School Case 710-040 The... View Details
Keywords: Martha Lagace
  • August 2024
  • Case

Scaling Seven Starling

By: Ryan W. Buell and Carin-Isabel Knoop
Seven Starling, a maternal mental health startup, is scaling its digital clinic model. Seven Starling addresses perinatal mental health challenges by providing licensed therapists, peer support, and medication to mothers across five states, with a hybrid care model... View Details
Keywords: Business Model; Business Startups; Health Care and Treatment; Growth and Development Strategy; Mission and Purpose; Health Industry
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Buell, Ryan W., and Carin-Isabel Knoop. "Scaling Seven Starling." Harvard Business School Case 625-046, August 2024.
  • 2022
  • Article

Data Poisoning Attacks on Off-Policy Evaluation Methods

By: Elita Lobo, Harvineet Singh, Marek Petrik, Cynthia Rudin and Himabindu Lakkaraju
Off-policy Evaluation (OPE) methods are a crucial tool for evaluating policies in high-stakes domains such as healthcare, where exploration is often infeasible, unethical, or expensive. However, the extent to which such methods can be trusted under adversarial threats... View Details
Keywords: Analytics and Data Science; Cybersecurity; Mathematical Methods
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Lobo, Elita, Harvineet Singh, Marek Petrik, Cynthia Rudin, and Himabindu Lakkaraju. "Data Poisoning Attacks on Off-Policy Evaluation Methods." Proceedings of the Conference on Uncertainty in Artificial Intelligence (UAI) 38th (2022): 1264–1274.
  • September 2020
  • Case

Enabling Teamwork at the Cleveland Clinic

By: Amy C. Edmondson and Michaela J. Kerrissey
This case examines efforts to foster teamwork within and across work units in the Cleveland Clinic, a large, distributed healthcare delivery organization. With a long history of valuing teamwork since its founding in 1921, the Clinic had taken dramatic steps to further... View Details
Keywords: Teamwork; Teaming; Health Care; Health Care and Treatment; Groups and Teams; Health Industry; United States
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Edmondson, Amy C., and Michaela J. Kerrissey. "Enabling Teamwork at the Cleveland Clinic." Harvard Business School Case 621-040, September 2020.
  • January 2010 (Revised December 2011)
  • Case

Jiamei Dental: Private Health Care in China

By: William C. Kirby and G.A. Donovan
With the recent announcement from the Chinese government that the country's healthcare system was going to undergo reform, Jiamei Dental Chairman Liu Jia wondered what that meant for his 15 year-old dental clinic business. Founded in 1993, Jiamei Dental Medical... View Details
Keywords: Private Sector; Economic Slowdown and Stagnation; Entrepreneurship; Governing Rules, Regulations, and Reforms; Policy; Health Care and Treatment; Private Ownership; Partners and Partnerships; Competition; Expansion; Health Industry; China
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Kirby, William C., and G.A. Donovan. "Jiamei Dental: Private Health Care in China." Harvard Business School Case 910-404, January 2010. (Revised December 2011.)
  • 2022
  • Conference Presentation

Towards the Unification and Robustness of Post hoc Explanation Methods

By: Sushant Agarwal, Shahin Jabbari, Chirag Agarwal, Sohini Upadhyay, Steven Wu and Himabindu Lakkaraju
As machine learning black boxes are increasingly being deployed in critical domains such as healthcare and criminal justice, there has been a growing emphasis on developing techniques for explaining these black boxes in a post hoc manner. In this work, we analyze two... View Details
Keywords: AI and Machine Learning
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Agarwal, Sushant, Shahin Jabbari, Chirag Agarwal, Sohini Upadhyay, Steven Wu, and Himabindu Lakkaraju. "Towards the Unification and Robustness of Post hoc Explanation Methods." Paper presented at the 3rd Symposium on Foundations of Responsible Computing (FORC), 2022.
  • February 2023
  • Case

SIMmersion: Simulating Crucial Conversations

By: Alison Wood Brooks, Julian Zlatev and F Katelynn Boland
This case introduces readers to SIMmersion, a company founded in 2002 that creates and sells training programs to firms, government agencies, educational institutions, and individuals (B2B and B2C). Their training programs are built around simulations (“sims”) that... View Details
Keywords: Decision Making; Interpersonal Communication; Training
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Brooks, Alison Wood, Julian Zlatev, and F Katelynn Boland. "SIMmersion: Simulating Crucial Conversations." Harvard Business School Case 923-040, February 2023.
  • May 2025
  • Article

The Effects of Medical Debt Relief: Evidence from Two Randomized Experiments

By: Raymond Kluender, Neale Mahoney, Francis Wong and Wesley Yin
Two in five Americans have medical debt, nearly half of whom owe at least $2,500. Concerned by this burden, governments and private donors have undertaken large, high-profile efforts to relieve medical debt. We partnered with RIP Medical Debt (now Undue Medical Debt)... View Details
Keywords: Borrowing and Debt; Credit; Outcome or Result; Well-being; Personal Finance
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Kluender, Raymond, Neale Mahoney, Francis Wong, and Wesley Yin. "The Effects of Medical Debt Relief: Evidence from Two Randomized Experiments." Quarterly Journal of Economics 140, no. 2 (May 2025): 1187–1241.
  • June 2023
  • Teaching Note

From Cradle to Heaven: Taikang Insurance Group

By: William C. Kirby and Noah B. Truwit
Teaching Note for HBS Case No. 320-088. The case explores the rise of Taikang Insurance Group and its quest to be a leader of one of China's fastest-growing industries. Due to China's underdeveloped social welfare state, Taikang saw an opportunity for the private... View Details
Keywords: Health Care and Treatment; Government and Politics; Health Industry; China
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Kirby, William C., and Noah B. Truwit. "From Cradle to Heaven: Taikang Insurance Group." Harvard Business School Teaching Note 323-126, June 2023.
  • 28 Aug 2023
  • Research & Ideas

How Workplace Wellness Programs Can Give Employees the Energy Boost They Need

While companies may tout their wellness programs as a way of investing in their employees’ well-being, many are overly focused on reducing healthcare costs, so they tend to offer step challenges and gym discounts that workers don’t have... View Details
Keywords: by Hise Gibson
  • 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
  • April 12, 2022
  • Article

Evaluation of Individual and Ensemble Probabilistic Forecasts of COVID-19 Mortality in the United States

By: Estee Y. Cramer, Evan L. Ray, Velma K. Lopez, Johannes Bracher, Andrea Brennen, Alvaro J. Castro Rivadeneira, Michael Lingzhi Li and et al.
Short-term probabilistic forecasts of the trajectory of the COVID-19 pandemic in the United States have served as a visible and important communication channel between the scientific modeling community and both the general public and decision-makers. Forecasting models... View Details
Keywords: COVID-19; Forecasting and Prediction; Health Pandemics; Mathematical Methods; Partners and Partnerships
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Cramer, Estee Y., Evan L. Ray, Velma K. Lopez, Johannes Bracher, Andrea Brennen, Alvaro J. Castro Rivadeneira, Michael Lingzhi Li, and et al. "Evaluation of Individual and Ensemble Probabilistic Forecasts of COVID-19 Mortality in the United States." e2113561119. Proceedings of the National Academy of Sciences 119, no. 15 (April 12, 2022). (See full author list here.)
  • 2015
  • Book

Political Standards: Corporate Interest, Ideology, and Leadership in the Shaping of Accounting Rules for the Market Economy

By: Karthik Ramanna
There are certain institutions underlying our modern market-capitalist system that are largely outside the interest and understanding of the general public—e.g., rulemaking for bank capital adequacy, actuarial standards, accounting standards, and auditing practice. In... View Details
Keywords: Business And Society; Financial Institutions; Financial Reporting; GAAP; IFRS; Lobbying; Capitalism; Sustainability; Accounting; Finance; Business and Government Relations; Leadership; Accounting Industry; Financial Services Industry; United States; China; India
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Ramanna, Karthik. Political Standards: Corporate Interest, Ideology, and Leadership in the Shaping of Accounting Rules for the Market Economy. Chicago: University of Chicago Press, 2015. (Reviews by Anat Admati, S.P. Kothari, Lynn Stout, Lawrence Summers, and Luigi Zingales, among others.)
  • December 2006 (Revised October 2016)
  • Case

eClinicalWorks: The Paths to Growth

By: Robert F. Higgins and Mark Rennella
In January 2006, eClinicalWorks (eCW) had an acquisition opportunity that could fundamentally change the way they had done business since the inception of the company in 1999. eClinicalWorks was a privately run business in the healthcare information technology field... View Details
Keywords: Young Companies; Strategic Revelation; Strategy And Execution; Strategy Development; Strategy And Leadership; Financing Strategy; Financing Risk; Financing; Expansion; Business Growth and Maturation; Organizational Culture; Financing and Loans; Customer Focus and Relationships; Acquisition; Growth and Development Strategy; Information Technology Industry; Health Industry; Massachusetts
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Higgins, Robert F., and Mark Rennella. "eClinicalWorks: The Paths to Growth." Harvard Business School Case 807-025, December 2006. (Revised October 2016.)
  • May 2021
  • Case

Inclusive Innovation at Mass General Brigham

By: Katherine Baldiga Coffman and Olivia Hull
Massachusetts General Brigham (MGB) Chief Innovation Officer Christopher Coburn had overseen a period of exciting transformation and growth in healthcare innovation at MGB. In November 2019, the health system was the largest recipient of National Institutes of Health... View Details
Keywords: Inclusion; Innovation; Invention; Gender; Business Startups; Investment Funds; Private Equity; Health Care and Treatment; Innovation Strategy; Technological Innovation; Intellectual Property; Copyright; Patents; Research; Research and Development; Diversification; Technology; Health Industry; Massachusetts; Boston
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Coffman, Katherine Baldiga, and Olivia Hull. "Inclusive Innovation at Mass General Brigham." Harvard Business School Case 921-006, May 2021.
  • 2025
  • Working Paper

The Hidden Costs of Flexible Labor Models: How Working Multiple Jobs Affects Employees

By: Paige Tsai and Ryan W. Buell
As operations increasingly rely upon flexible labor models—such as gig, part-time, and remote work—it has become commonplace for individuals to work multiple jobs. Across three studies, relying on a combination of transaction-level data from 90,548 customers of a... View Details
Keywords: Behavioral Operations; Employee Behavior; Job Design; Sustainable Operations; Job Design and Levels; Personal Finance; Well-being; Happiness; Satisfaction; Wages
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Tsai, Paige, and Ryan W. Buell. "The Hidden Costs of Flexible Labor Models: How Working Multiple Jobs Affects Employees." Harvard Business School Working Paper, No. 25-036, January 2025. (Revised June 2025.)
  • March 2023 (Revised June 2025)
  • Case

Close Concerns: Diabetes Research and Advocacy

By: Regina E. Herzlinger and Brian L. Walker
This case describes the Exit considerations of Kelly Close, HBS MBA, and founder of the primary distributor of diabetes newsletters. It is part of the fourth module in the Innovating in Health Care HBS MBA course, which contains cases of other health care firms that... View Details
Keywords: Diabetes; Health; Health Care; Health Care And Treatment; Health Care Outcomes; Health Care Industry; Knowledge Dissemination; Outcome or Result; Equality and Inequality; Business Model; Entrepreneurship
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Herzlinger, Regina E., and Brian L. Walker. "Close Concerns: Diabetes Research and Advocacy." Harvard Business School Case 323-047, March 2023. (Revised June 2025.)
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