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    • All HBS Web  (390)
      • Faculty Publications  (37)

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      • 2025
      • Working Paper

      How Firms Respond to Worker Activism: Evidence from Global Supply Chains

      By: Yanhua Bird, Jodi L. Short and Michael W. Toffel
      Social movement pressures can lead organizations to concede and improve social performance to avoid disruption costs, but we theorize that such responses evoke concession costs that prompt organizations to shift resources and attention from other social domains whose... View Details
      Keywords: Worker Activism; Labor Standards; Tradeoffs; Global Supply Chains; Internal Governance Structure; Public Opinion; Supply Chain; Corporate Accountability; Corporate Social Responsibility and Impact; Working Conditions
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      Bird, Yanhua, Jodi L. Short, and Michael W. Toffel. "How Firms Respond to Worker Activism: Evidence from Global Supply Chains." Harvard Business School Working Paper, No. 25-061, June 2025.
      • 2024
      • Article

      Learning Under Random Distributional Shifts

      By: Kirk Bansak, Elisabeth Paulson and Dominik Rothenhäusler
      Algorithmic assignment of refugees and asylum seekers to locations within host countries has gained attention in recent years, with implementations in the U.S. and Switzerland. These approaches use data on past arrivals to generate machine learning models that can... View Details
      Keywords: AI and Machine Learning; Refugees; Employment
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      Bansak, Kirk, Elisabeth Paulson, and Dominik Rothenhäusler. "Learning Under Random Distributional Shifts." Proceedings of the International Conference on Artificial Intelligence and Statistics (AISTATS) 27th (2024).
      • May 2024 (Revised June 2024)
      • Case

      Together for Sustainability

      By: Ranjay Gulati, David Shin and Emily Tedards
      This case documents the origin and development of Together for Sustainability (TfS), a chemical industry initiative dedicated to raising sustainability standards throughout the industry’s supply chains. In 2011, six Chief Procurement Officers (CPOs) from some of the... View Details
      Keywords: Environmental Sustainability; Standards; Supply Chain Management; Corporate Social Responsibility and Impact; Partners and Partnerships; Nonprofit Organizations; Corporate Accountability; Chemical Industry
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      Gulati, Ranjay, David Shin, and Emily Tedards. "Together for Sustainability." Harvard Business School Case 424-062, May 2024. (Revised June 2024.)
      • 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
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      Viswanathan, Kala, Matthew S. Johnson, and Michael W. Toffel. "Do Safety Management System Standards Indicate Safer Operations? Evidence from the OHSAS 18001 Occupational Health and Safety Standard." Art. 106383. Safety Science 171 (March 2024).
      • February 2022 (Revised January 2023)
      • Case

      Huazhu: A Chinese Hotel Giant's Journey of Digital Transformation

      By: Feng Zhu, Yulin Fang, Bonnie Yining Cao and Duan Yang
      Based in Shanghai, China, Huazhu Group, the world’s third-largest hotel operator, was known for its standardized IT system. It helped the company boost efficiency during the COVID-19 pandemic. Chief Digital Officer Xinxin Liu also faced some longer-term challenges:... View Details
      Keywords: Hotel Industry; COVID-19 Pandemic; Labor; Business or Company Management; Emerging Markets; Information Technology; Operations; Strategy; Digital Transformation; Accommodations Industry; China; United States; Singapore; Germany; Hong Kong
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      Zhu, Feng, Yulin Fang, Bonnie Yining Cao, and Duan Yang. "Huazhu: A Chinese Hotel Giant's Journey of Digital Transformation." Harvard Business School Case 622-071, February 2022. (Revised January 2023.)
      • March–April 2020
      • Article

      What's Really Holding Women Back? It's Not What Most People Think

      By: R. Ely and Irene Padavic
      Ask people to explain why women remain so dramatically underrepresented in the senior ranks of most companies, and you will hear from the vast majority a lament that goes something like this: High-level jobs require extremely long hours, women's devotion to family... View Details
      Keywords: Overwork; Employment; Gender; Equality and Inequality; Work-Life Balance; Organizational Culture
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      Ely, R., and Irene Padavic. "What's Really Holding Women Back? It's Not What Most People Think." Harvard Business Review 98, no. 2 (March–April 2020): 58–67.
      • July–August 2019
      • Article

      Coupling Labor Codes of Conduct and Supplier Labor Practices: The Role of Internal Structural Conditions

      By: Yanhua Bird, Jodi L. Short and Michael W. Toffel
      Exploitive working conditions have spurred companies to pressure their suppliers to adopt labor codes of conduct and to conform their labor practices to the standards set forth in those codes. Yet little is known about whether organizational structures such as codes... View Details
      Keywords: Organization Theory; Economic Sociology; Social Responsibility; Sustainability; Auditing; Process Improvement; Organizational Structure; Corporate Social Responsibility and Impact; Supply Chain; Labor; Working Conditions
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      Bird, Yanhua, Jodi L. Short, and Michael W. Toffel. "Coupling Labor Codes of Conduct and Supplier Labor Practices: The Role of Internal Structural Conditions." Organization Science 30, no. 4 (July–August 2019): 847–867. (Best Paper Award at ComplianceNet Conference 2019, 2020 Responsible Research in Management Award Finalist.)
      • October 2017 (Revised October 2022)
      • Case

      JetBlue: Relevant Sustainability Leadership (A)

      By: George Serafeim
      In 2017, JetBlue, the airline founded on the mission to “bring humanity back to air travel,” was considering becoming one of the first companies to report its sustainability performance according to the Sustainability Accounting Standards Board (SASB) standards. SASB... View Details
      Keywords: Sustainability; Metrics; Leadership And Change Management; Airlines; Innovation; Purpose; ESG; ESG (Environmental, Social, Governance) Performance; Sustainability Reporting; Change Management; Leadership; Financial Reporting; Environmental Sustainability; Mission and Purpose; Reports; Competitive Strategy; Measurement and Metrics; Corporate Social Responsibility and Impact; Air Transportation Industry; United States
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      Serafeim, George, and David Freiberg. "JetBlue: Relevant Sustainability Leadership (A)." Harvard Business School Case 118-030, October 2017. (Revised October 2022.)
      • September 2017 (Revised August 2018)
      • Supplement

      The Ready-Made Garment Industry: A Bangladeshi Perspective (D)

      By: Nien-hê Hsieh and Saloni Chaturvedi
      This supplements the (A) case by summarizing key developments in the Bangladesh ready-made garment industry after the fire at Tazreen Fashions factory, including formation of the Bangladesh Fire and Building Safety Accord (“Accord”) and the Alliance for Bangladesh... View Details
      Keywords: Apparel; Bangladesh; Corporate Responsibility; Human Rights; Supply Chains; Labor; Working Conditions; Supply Chain; Safety; Rights; Corporate Social Responsibility and Impact; Apparel and Accessories Industry; Bangladesh
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      Hsieh, Nien-hê, and Saloni Chaturvedi. "The Ready-Made Garment Industry: A Bangladeshi Perspective (D)." Harvard Business School Supplement 318-028, September 2017. (Revised August 2018.)
      • September 2015
      • Article

      Codes in Context: How States, Markets, and Civil Society Shape Adherence to Global Labor Standards

      By: Michael W. Toffel, Jodi L. Short and Melissa Ouellet
      Transnational business regulation is increasingly implemented through private voluntary programs—like certification regimes and codes of conduct—that diffuse global standards. But little is known about the conditions under which companies adhere to these standards. We... View Details
      Keywords: Transnational Regulation; Labor Standards; Consumer Politics; Codes Of Conduct; Compliance; Governance Compliance; Operations; Globalization; Labor
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      Toffel, Michael W., Jodi L. Short, and Melissa Ouellet. "Codes in Context: How States, Markets, and Civil Society Shape Adherence to Global Labor Standards." Regulation & Governance 9, no. 3 (September 2015): 205–223.
      • 2014
      • Report

      Bridge the Gap: Rebuilding America's Middle Skills

      By: Joseph B. Fuller, Jennifer Burrowes, Manjari Raman, Dan Restuccia and Alexis Young
      The market for middle-skills jobs—those that require more education and training than a high school diploma but less than a four-year college degree—is consistently failing to clear. That failure is inflicting a grievous cost on the competitiveness of American firms... View Details
      Keywords: Business or Company Management; Human Capital; Education; Competency and Skills; Macroeconomics; United States
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      Fuller, Joseph B., Jennifer Burrowes, Manjari Raman, Dan Restuccia, and Alexis Young. "Bridge the Gap: Rebuilding America's Middle Skills." Report, U.S. Competitiveness Project, Harvard Business School, November 2014. (This report was authored jointly by Accenture, Burning Glass Technologies, and Harvard Business School.)
      • 2016
      • Working Paper

      Signaling without Certification: The Critical Role of Civil Society Scrutiny

      By: Susan A. Kayser, John W. Maxwell and Michael W. Toffel
      In response to stakeholders' growing concerns, companies are joining voluntary environmental programs to signal their superior environmental management capabilities. In contrast to the literature's focus on certification programs that require a third-party audit, we... View Details
      Keywords: United Nations; Labor Standards; Supplier Relationship; Procurement; Sustainability; Sustainability Management; Quality And Safety; Risk; Globalization; Globalized Markets and Industries; Governance; Working Conditions; Supply Chain Management; Supply Chain; Corporate Social Responsibility and Impact; Quality; Risk and Uncertainty; Safety; Reputation
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      Kayser, Susan A., John W. Maxwell, and Michael W. Toffel. "Signaling without Certification: The Critical Role of Civil Society Scrutiny." Harvard Business School Working Paper, No. 15-009, August 2014. (Revised July 2016.)
      • July 2014
      • Article

      Smart Money? The Effect of Education on Financial Outcomes

      By: Shawn A. Cole, Anna Paulson and Gauri Kartini Shastry
      Household financial decisions are important for household welfare, economic growth and financial stability. Yet, our understanding of the determinants of financial decision-making is limited. Exploiting exogenous variation in state compulsory schooling laws in both... View Details
      Keywords: Personal Finance; Investment; Decisions; Behavior; Financial Condition
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      Cole, Shawn A., Anna Paulson, and Gauri Kartini Shastry. "Smart Money? The Effect of Education on Financial Outcomes." Review of Financial Studies 27, no. 7 (July 2014): 2022–2051.
      • September 2013 (Revised June 2014)
      • Supplement

      Rana Plaza: Workplace Safety in Bangladesh (B)

      By: John A. Quelch and Margaret L. Rodriguez
      In the aftermath of the Rana Plaza building collapse, a group of international retailers and labor unions partnered to create a proposal for more stringent inspections and enforcement of safety standards in Bangladesh garment factories. The proposal was met by... View Details
      Keywords: Retail Trade; Corporate Social Responsibility; Apparel; Bangladesh; Worker Safety; Government And Business; International Business; Apparel and Accessories Industry; Bangladesh
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      Quelch, John A., and Margaret L. Rodriguez. "Rana Plaza: Workplace Safety in Bangladesh (B)." Harvard Business School Supplement 514-035, September 2013. (Revised June 2014.)
      • 14 Feb 2013
      • Talk

      Reinforcing Regulatory Regimes: How States, Civil Society, and Codes of Conduct Promote Adherence to Global Labor Standards

      By: Michael W. Toffel
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      Toffel, Michael W. "Reinforcing Regulatory Regimes: How States, Civil Society, and Codes of Conduct Promote Adherence to Global Labor Standards." New Directions in Regulation Seminar Series, Harvard Kennedy School Regulatory Policy Program, Cambridge, MA, United States, February 14, 2013.
      • December 2012
      • Article

      Structural Impediments to African Growth? New Evidence from Real Wages in British Africa, 1880–1965

      By: Ewout Frankema and Marlous van Waijenburg
      Recent literature on the historical determinants of African poverty has emphasized structural impediments to African growth, such as adverse geographical conditions, weak institutions, or ethnic heterogeneity. But has African poverty been a persistent historical... View Details
      Keywords: Living Standards; Real Wages; Labor Market; Colonial Institutions; Economic Growth; Wages; History; Africa
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      Frankema, Ewout, and Marlous van Waijenburg. "Structural Impediments to African Growth? New Evidence from Real Wages in British Africa, 1880–1965." Journal of Economic History 72, no. 4 (December 2012): 895–926. (Awarded Economic History Association's Arthur Cole Prize for best article published in The Journal of Economic History in 2012.)
      • 27 Jun 2012
      • Conference Presentation

      Private Enforcement of Labor and Environmental Standards in Global Supply Chains

      By: Michael W. Toffel
      Citation
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      Toffel, Michael W. "Private Enforcement of Labor and Environmental Standards in Global Supply Chains." Paper presented at the GRONEN Research Conference, Group on Organizations and the Natural Environment (GRONEN), Saint Maximin la Sainte Baume, France, June 27, 2012.
      • December 2010
      • Article

      Happiness Adaptation to Income and to Status in an Individual Panel

      By: Rafael Di Tella and Robert MacCulloch
      We study adaptation to income and to status using individual panel data on the happiness of 7,812 people living in Germany from 1984 to 2000. Specifically, we estimate a "happiness equation" defined over several lags of income and status and compare the long-run... View Details
      Keywords: Wages; Status and Position; Happiness; Income; Change; Germany
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      Di Tella, Rafael, and Robert MacCulloch. "Happiness Adaptation to Income and to Status in an Individual Panel." Journal of Economic Behavior & Organization 76, no. 3 (December 2010): 834–852.
      • June 2010
      • Article

      Quality Management and Job Quality: How the ISO 9001 Standard for Quality Management Systems Affects Employees and Employers

      By: David I. Levine and Michael W. Toffel
      Several studies have examined how the ISO 9001 Quality Management System standard predicts changes in organizational outcomes such as profits. This is the first large-scale study to explore how employee outcomes such as employment, earnings, and health and safety... View Details
      Keywords: Quality; Management; Standards; Employees; Wages; Organizations; Profit; Safety; Health; Policy
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      Levine, David I., and Michael W. Toffel. "Quality Management and Job Quality: How the ISO 9001 Standard for Quality Management Systems Affects Employees and Employers." Management Science 56, no. 6 (June 2010): 978–996. (Appendix. Profiled by industry practitioners in Quality Digest, Quality Progress, ANSI-ASQ National Accreditation Board (ANAB).)
      • February 2010
      • Article

      The Optimal Taxation of Height: A Case Study of Utilitarian Income Redistribution

      By: N. Gregory Mankiw and Matthew C. Weinzierl
      Should the income tax include a credit for short taxpayers and a surcharge for tall ones? The standard Utilitarian framework for tax analysis answers this question in the affirmative. Moreover, a plausible parameterization using data on height and wages implies a... View Details
      Keywords: Taxation; Wages; Personal Characteristics
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      Mankiw, N. Gregory, and Matthew C. Weinzierl. "The Optimal Taxation of Height: A Case Study of Utilitarian Income Redistribution." American Economic Journal: Economic Policy 2, no. 1 (February 2010): 155–176.
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