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    • All HBS Web  (119)
      • Faculty Publications  (24)

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      • March 2022
      • Article

      Sensitivity Analysis of Agent-based Models: A New Protocol

      By: Emanuele Borgonovo, Marco Pangallo, Jan Rivkin, Leonardo Rizzo and Nicolaj Siggelkow
      Agent-based models (ABMs) are increasingly used in the management sciences. Though useful, ABMs are often critiqued: it is hard to discern why they produce the results they do and whether other assumptions would yield similar results. To help researchers address such...  View Details
      Keywords: Agent-based Modeling; Sensitivity Analysis; Design Of Experiments; Total Order Sensitivity Indices; Organizations; Behavior; Decision Making; Mathematical Methods
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      Borgonovo, Emanuele, Marco Pangallo, Jan Rivkin, Leonardo Rizzo, and Nicolaj Siggelkow. "Sensitivity Analysis of Agent-based Models: A New Protocol." Computational and Mathematical Organization Theory 28, no. 1 (March 2022): 52–94.
      • February 2022 (Revised October 2022)
      • Case

      Ample Hills Creamery

      By: Tom Eisenmann, Lindsay N. Hyde and Tom Quinn
      Ample Hills Creamery started in 2010 as a temporary ice cream pushcart in Brooklyn, New York City. On the strength of inventive flavors and clever marketing, husband-and-wife founders Brian Smith and Jackie Cuscuna built a premium, artisanal dessert empire of 16 retail...  View Details
      Keywords: Brands and Branding; Business Growth and Maturation; Partners and Partnerships; Logistics; Profit; Insolvency and Bankruptcy; Food and Beverage Industry
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      Eisenmann, Tom, Lindsay N. Hyde, and Tom Quinn. "Ample Hills Creamery." Harvard Business School Case 822-073, February 2022. (Revised October 2022.)
      • December 2021 (Revised January 2023)
      • Case

      Katerra (A)

      By: Lindsay N. Hyde, Thomas R. Eisenmann and Tom Quinn
      In April 2020, Katerra executives struggled with a series of decisions that would determine the fate of one of the best-funded construction startups in history. Katerra was founded in 2015 by technology-industry executive Michael Marks and commercial real estate...  View Details
      Keywords: Business Startups; Insolvency and Bankruptcy; Entrepreneurship; Failure; Construction; Real Estate Industry; Technology Industry; United States
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      Hyde, Lindsay N., Thomas R. Eisenmann, and Tom Quinn. "Katerra (A)." Harvard Business School Case 822-021, December 2021. (Revised January 2023.)
      • 2022
      • Working Paper

      Coupling and Coupling Compromises in Supplier Factories' Responses to Worker Activism

      By: Yanhua Bird, Jodi L. Short and Michael W. Toffel
      Activist pressure has prompted many companies to adopt formal corporate social responsibility (CSR) policies, but can ongoing activist pressure influence whether companies effectively implement these policies? Drawing on and extending the private politics and...  View Details
      Keywords: Monitoring; Apparel Manufacturing; Protests; Activism; Union; Compensation; Operations; Supply Chain Management; Quality; Safety; Social Issues; Labor Unions; Wages; Compensation and Benefits; Retail Industry; Apparel and Accessories Industry; China
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      Bird, Yanhua, Jodi L. Short, and Michael W. Toffel. "Coupling and Coupling Compromises in Supplier Factories' Responses to Worker Activism." Harvard Business School Working Paper, No. 21-114, April 2021. (Revised November 2022.)
      • March 2021
      • Case

      VideaHealth: Building the AI Factory

      By: Karim R. Lakhani and Amy Klopfenstein
      Florian Hillen, co-founder and CEO of VideaHealth, a startup that used artificial intelligence (AI) to detect dental conditions on x-rays, spent the early years of his company laying the groundwork for an AI factory. A process for quickly building and iterating on new...  View Details
      Keywords: Artificial Intelligence; Innovation and Invention; Disruptive Innovation; Technological Innovation; Information Technology; Applications and Software; Technology Adoption; Digital Platforms; Entrepreneurship; AI and Machine Learning; Technology Industry; Medical Devices and Supplies Industry; North and Central America; United States; Massachusetts; Cambridge
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      Lakhani, Karim R., and Amy Klopfenstein. "VideaHealth: Building the AI Factory." Harvard Business School Case 621-021, March 2021.
      • Article

      Manage the Suppliers That Could Harm Your Brand: Know When to Avoid, Engage, or Drop Them

      By: Jodi L Short and Michael W. Toffel
      The pandemic has placed a new spotlight on working conditions in factories that supply global companies. To avert problems, firms often impose codes of conduct on their suppliers and perform audits to assess compliance. Do these measures help identify unethical...  View Details
      Keywords: Auditing; Agency Cost; Quality And Safety; Quality Management System; Quality Management; Unions; Environmental Management; Globalization; Goods and Commodities; Governance; Labor; Labor Unions; Wages; Working Conditions; Operations; Supply Chain; Safety; Quality; China; Bangladesh; Asia; Pakistan
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      Short, Jodi L., and Michael W. Toffel. "Manage the Suppliers That Could Harm Your Brand: Know When to Avoid, Engage, or Drop Them." Harvard Business Review 99, no. 2 (March–April 2021).
      • July 2020 (Revised January 2021)
      • Case

      Rosalind Fox at John Deere

      By: Anthony Mayo and Olivia Hull
      Rosalind Fox, the factory manager at John Deere’s Des Moines, Iowa plant, has improved the financial standing of the factory in the three years she’s been at its helm. But employee engagement scores—which measured employees’ satisfaction with working conditions and...  View Details
      Keywords: Agribusiness; Change Management; Experience and Expertise; Talent and Talent Management; Diversity; Gender; Race; Engineering; Geographic Location; Globalized Markets and Industries; Leadership Development; Leadership Style; Leading Change; Management Style; Management Teams; Organizational Culture; Personal Development and Career; Prejudice and Bias; Power and Influence; Status and Position; Trust; Agriculture and Agribusiness Industry; United States
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      Mayo, Anthony, and Olivia Hull. "Rosalind Fox at John Deere." Harvard Business School Case 421-011, July 2020. (Revised January 2021.)
      • February 2020 (Revised August 2022)
      • Case

      Anomalie

      By: Jeffrey F. Rayport and Thomas O. Jones
      In early 2019, the founders of Anomalie, an online direct-to-consumer provider of bridal gowns, have just agreed to an $13.6 million Series A investment from a Silicon Valley VC. They are considering three major initiatives as they move forward. (1) To scale their...  View Details
      Keywords: Direct-to-consumer; Entrepreneurship; Internet and the Web; Growth and Development Strategy; Decision Choices and Conditions; Apparel and Accessories Industry; Technology Industry
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      Rayport, Jeffrey F., and Thomas O. Jones. "Anomalie." Harvard Business School Case 820-100, February 2020. (Revised August 2022.)
      • November 2019
      • Case

      Celebrity Fashions Limited (A)

      By: V.G. Narayanan, Tanvi Deshpande and Shreya Ramachandran
      In May 2017 in Chennai, India, the chairman of Celebrity Fashions doubted whether the company could last until the end of the year. Venkatesh Rajagopal had found that the company, a readymade garment manufacturing and exporter he founded in 1989, was having a hard time...  View Details
      Keywords: Turnarounds; Operations; Management; Financial Condition; Problems and Challenges; Communication; Organizational Change and Adaptation; Transformation; Apparel and Accessories Industry; Manufacturing Industry
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      Narayanan, V.G., Tanvi Deshpande, and Shreya Ramachandran. "Celebrity Fashions Limited (A)." Harvard Business School Case 120-053, November 2019.
      • 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.)
      • March 2019 (Revised June 2019)
      • Case

      Global Sourcing at Nike

      By: Nien-hê Hsieh, Michael W. Toffel and Olivia Hull
      This case explores the evolution of Nike’s global product sourcing strategy, in particular ongoing efforts to improve working conditions at its suppliers’ factories. When the case opens in July 2018, Vice President of Sourcing Amanda Tucker and her colleagues in Nike’s...  View Details
      Keywords: Sourcing; Factory Conditions; Trade; Geography; Geographic Scope; Globalized Firms and Management; Corporate Accountability; Corporate Governance; Governance Compliance; Collaborative Innovation and Invention; Innovation Strategy; Labor; Human Capital; Working Conditions; Supply Chain Management; Corporate Social Responsibility and Impact; Organizational Change and Adaptation; Labor and Management Relations; Complexity; Sports Industry; Fashion Industry; Oregon; Portland; Asia; North and Central America
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      Hsieh, Nien-hê, Michael W. Toffel, and Olivia Hull. "Global Sourcing at Nike." Harvard Business School Case 619-008, March 2019. (Revised June 2019.)
      • January 2019 (Revised July 2019)
      • Case

      New Balance: Managing Orders and Working Conditions

      By: Michael W. Toffel, Eileen McNeely and Matthew Preble
      New Balance Athletics, Inc., a major U.S.-based athletic footwear and apparel brand, sources most of its footwear products from independent suppliers whose factories are located in China, Indonesia, and Vietnam. Monica Gorman, vice president of responsible leadership...  View Details
      Keywords: Footwear; Athletic Footwear; Manufacturing; CSR; Sustainability; Quality Management; Supply Chains; Operations; Management; Production; Working Conditions; Corporate Social Responsibility and Impact; Labor and Management Relations; Supply Chain Management; Supply Chain; Order Taking and Fulfillment; Apparel and Accessories Industry; Consumer Products Industry
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      Toffel, Michael W., Eileen McNeely, and Matthew Preble. "New Balance: Managing Orders and Working Conditions." Harvard Business School Case 619-002, January 2019. (Revised July 2019.)
      • March 2018
      • Teaching Note

      The Ready-Made Garment Industry: A Bangladeshi Perspective (A), (B), (C), and (D)

      By: Nien-hê Hsieh
      Responsibility for working conditions in contract factories within the supply chain presents an ongoing challenge for managers and area of debate. Much of the debate approaches the challenge from the perspective of large global apparel brands. This case helps students...  View Details
      Keywords: Labor; Working Conditions; Supply Chain; Safety; Rights; Corporate Social Responsibility and Impact; Apparel and Accessories Industry; Bangladesh
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      Hsieh, Nien-hê. "The Ready-Made Garment Industry: A Bangladeshi Perspective (A), (B), (C), and (D)." Harvard Business School Teaching Note 318-124, March 2018.
      • 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.)
      • March 2017 (Revised December 2017)
      • Case

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

      By: Nien-hê Hsieh and Saloni Chaturvedi
      Responsibility for working conditions in contract factories within the supply chain presents an ongoing challenge for managers and an area of debate. Much of the debate approaches the challenge from the perspective of large global apparel brands. This case helps...  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 (A)." Harvard Business School Case 317-052, March 2017. (Revised December 2017.)
      • 7 Apr 2016
      • Conference Presentation

      Assessing and Improving Working Conditions at Global Supply Chain Factories

      By: Michael W. Toffel and Yanhua Zhou
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      Toffel, Michael W., and Yanhua Zhou. "Assessing and Improving Working Conditions at Global Supply Chain Factories." Paper presented at the Ethical Sourcing Forum, New York, NY, April 7, 2016.
      • July–August 2014
      • Article

      Sustainability in the Boardroom: Lessons from Nike's Playbook

      By: Lynn S. Paine
      One surprising role of Nike's corporate responsibility committee is to provide support for innovation. More and more companies recognize the importance of corporate responsibility to their long-term success—and yet the matter gets short shrift in most boardrooms,...  View Details
      Keywords: Corporate Governance; Corporate Accountability; Globalized Firms and Management; Corporate Social Responsibility and Impact; Environmental Sustainability; Apparel and Accessories Industry; Sports Industry
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      Paine, Lynn S. "Sustainability in the Boardroom: Lessons from Nike's Playbook." Harvard Business Review 92, nos. 7/8 (July–August 2014): 87–94.
      • January 2014 (Revised February 2014)
      • Teaching Note

      Rana Plaza: Workplace Safety In Bangladesh (A) and (B)

      By: John A. Quelch and Margaret L. Rodriguez
      On April 24, 2013 the Rana Plaza factory building collapsed in Dhaka, the capital of Bangladesh. Over 1,100 people were killed in the worst industrial accident since the Union Carbide plant gas leak in Bhopal, India. Most of the victims worked for garment factories,...  View Details
      Keywords: Safety; Multinational Firms and Management; Labor Unions; Business and Stakeholder Relations; Working Conditions; Corporate Accountability; Crisis Management; Manufacturing Industry; Apparel and Accessories Industry; Bangladesh
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      Quelch, John A., and Margaret L. Rodriguez. "Rana Plaza: Workplace Safety In Bangladesh (A) and (B)." Harvard Business School Teaching Note 514-062, January 2014. (Revised February 2014.)
      • September 2013 (Revised June 2014)
      • Case

      Rana Plaza: Workplace Safety In Bangladesh (A)

      By: John A. Quelch and Margaret L. Rodriguez
      On April 24, 2013 the Rana Plaza factory building collapsed in Dhaka, the capital of Bangladesh. Over 1,100 people were killed in the worst industrial accident since the Union Carbide plant gas leak in Bhopal, India. Most of the victims worked for garment factories,...  View Details
      Keywords: Marketing; Public Health; Safety; Workplace; Human Rights; Apparel and Accessories Industry; Bangladesh
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      Quelch, John A., and Margaret L. Rodriguez. "Rana Plaza: Workplace Safety In Bangladesh (A)." Harvard Business School Case 514-034, September 2013. (Revised June 2014.)
      • May–June 2013
      • Article

      Can Global Brands Create Just Supply Chains? Response: Promoting Political Mobilization

      By: Jodi L. Short and Michael W. Toffel
      Codes of conduct indicate that working conditions are improving overall at the factories being monitored by multinational corporations, and that these codes of conduct also create possibilities for political mobilization that can improve labor conditions more broadly.  View Details
      Keywords: Regulation; Auditing; Labor Relations; Occupational Safety; Environmental Operations; Environmental Regulation; Employees; Labor; Labor and Management Relations; Governing Rules, Regulations, and Reforms; Manufacturing Industry; China; Bangladesh; India; Honduras; Nicaragua; Pakistan; Guatemala; Malaysia; Viet Nam
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      Short, Jodi L., and Michael W. Toffel. "Can Global Brands Create Just Supply Chains? Response: Promoting Political Mobilization." Boston Review 38, no. 3 (May–June 2013).
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