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      Computational Social ScienceRemove Computational Social Science →

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      • February 2013 (Revised December 2015)
      • Case

      Groom Energy Solutions: Selling Efficiency

      By: Michael W. Toffel, Kira R. Fabrizio and Stephanie van Sice
      Groom Energy Solutions helps organizations reduce their energy use and costs through the implementation of energy efficiency measures, which create long-term financial and environmental benefits. With early success serving customers in the cold storage and industrial... View Details
      Keywords: Groom Energy Solutions; Jon Guerster; Salem, MA; Energy Management; Energy Efficiency Paradox; Sustainability Management; Manufacturing; Cold Storage; Commercial Real Estate; Enterprise Smart Grid; Carbon Accounting; LED Lighting; Sustainability Research; Entrepreneurship; Environmental Entrepreneurship; Energy Entrepreneurship; Energy Services; Electricity; Startup; Expansion; Growth; Sustainability; Business Startups; Forecasting and Prediction; Energy Conservation; Revenue; Geographic Location; Human Resources; Management; Growth and Development Strategy; Market Entry and Exit; Operations; Service Delivery; Strategic Planning; Science; Environmental Sustainability; Climate Change; Society; Social Issues; Technology Adoption; Energy Industry; Green Technology Industry; Technology Industry; Utilities Industry; United States; Boston
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      Toffel, Michael W., Kira R. Fabrizio, and Stephanie van Sice. "Groom Energy Solutions: Selling Efficiency." Harvard Business School Case 613-054, February 2013. (Revised December 2015.)
      • February 2013
      • Article

      Learning from Roger Fisher

      By: James K. Sebenius
      Roger Fisher's career and writings not only offer lessons about negotiation but also about how an academic, especially in a professional school such as law or business, can make an important, positive difference in the world. By his relentless engagement in vexing... View Details
      Keywords: Roger Fisher; Dispute Resolution; Bargaining; Negotiation
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      Sebenius, James K. "Learning from Roger Fisher." Harvard Law Review 126, no. 4 (February 2013): 893–898.
      • January 2013 (Revised September 2013)
      • Case

      Royal DSM: Fighting Hidden Hunger

      By: Rebecca Henderson, Noah Fisher and Mary Shelman
      In 2007 Royal DSM, a leading life science and materials company, entered a partnership with the World Food Programme (WFP) to combat hidden hunger around the world by providing micronutrient solutions. The case investigates the unexpectedly large impact the partnership... View Details
      Keywords: Conflict of Interests; Human Needs; Partners and Partnerships; Global Range; Nutrition; Science-Based Business; Non-Governmental Organizations; Service Industry; Health Industry
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      Henderson, Rebecca, Noah Fisher, and Mary Shelman. "Royal DSM: Fighting Hidden Hunger." Harvard Business School Case 313-085, January 2013. (Revised September 2013.)
      • Article

      Assent-maximizing Social Choice

      By: Katherine A. Baldiga and Jerry R. Green
      We take a decision theoretic approach to the classic social choice problem, using data on the frequency of choice problems to compute social choice functions. We define a family of social choice rules that depend on the population's preferences and on the probability... View Details
      Keywords: Decision Choices and Conditions; Theory; Measurement and Metrics; Mathematical Methods; Society
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      Baldiga, Katherine A., and Jerry R. Green. "Assent-maximizing Social Choice." Social Choice and Welfare 40, no. 2 (February 2013): 439–460.
      • December 2012 (Revised October 2013)
      • Case

      Developing the Materiality Matrix at Telefónica

      By: Robert G. Eccles, George Serafeim and Asun Cano-Escoriaza
      Telefónica, one of the largest telecommunication companies in the world and headquartered in Spain, has been issuing a corporate sustainability report since 2002. In its 2011 Sustainability report, the company included a "materiality matrix," and was one of only five... View Details
      Keywords: Sustainability; Sustainability Reporting; Sustainable Strategy; CSR; Corporate Social Responsibility; Communication Technology; Environmental Accounting; Corporate Social Responsibility and Impact; Environmental Sustainability; Telecommunications Industry; Spain
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      Eccles, Robert G., George Serafeim, and Asun Cano-Escoriaza. "Developing the Materiality Matrix at Telefónica." Harvard Business School Case 413-088, December 2012. (Revised October 2013.)
      • December 2012 (Revised August 2013)
      • Case

      Nestlé: Agricultural Material Sourcing Within the Concept of Creating Shared Value (CSV)

      By: Ray A. Goldberg and Lorin A. Fries
      Corporate Head of Agriculture Hans Jöhr's mind raced in anticipation of the executive board meeting that afternoon. Jöhr recognized the meeting as a key opportunity to strategize far into the future, reexamining how his team's efforts in sustainable agricultural... View Details
      Keywords: Agribusiness; Value Creation; Quality; Supply Chain Management; Social Issues; Environmental Sustainability; Problems and Challenges; Growth and Development Strategy; Agriculture and Agribusiness Industry; Health Industry
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      Goldberg, Ray A., and Lorin A. Fries. "Nestlé: Agricultural Material Sourcing Within the Concept of Creating Shared Value (CSV)." Harvard Business School Case 913-406, December 2012. (Revised August 2013.)
      • December 2012
      • Article

      What Drives Corporate Social Performance? The Role of Nation-level Institutions

      By: Ioannis Ioannou and George Serafeim
      Based on Whitley's "National Business Systems" (NBS) institutional framework (Whitley 1997, 1999), we theorize about and empirically investigate the impact of nation-level institutions on firms' corporate social performance (CSP). Using a sample of firms from 42... View Details
      Keywords: Environment; Environmental Performance; Corporate Social Responsibility; Sustainability; Institutions; Institutional Theory; Corporate Social Responsibility and Impact; Environmental Sustainability; Corporate Governance
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      Ioannou, Ioannis, and George Serafeim. "What Drives Corporate Social Performance? The Role of Nation-level Institutions." Journal of International Business Studies 43, no. 9 (December 2012): 834–864.
      • November–December 2012
      • Article

      Toward a Theory of Extended Contact: The Incentives and Opportunities for Bridging Across Network Communities

      By: Maxim Sytch, Adam Tatarynowicz and Ranjay Gulati
      This study investigates the determinants of bridging ties within networks of interconnected firms. Bridging ties are defined as nonredundant connections between firms located in different network communities. We highlight how firms can enter into these relationships... View Details
      Keywords: Motivation and Incentives; Opportunities
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      Sytch, Maxim, Adam Tatarynowicz, and Ranjay Gulati. "Toward a Theory of Extended Contact: The Incentives and Opportunities for Bridging Across Network Communities." Organization Science 23, no. 6 (November–December 2012): 1658–1681.
      • 2012
      • Case

      Advanced Leadership Pathways: Shelly London and Ethics Education—'Strengthening Our Moral Compass'

      By: Rosabeth Moss Kanter and Anne Arlinghaus
      Shelly London and Ethics Education — 'Strengthening Our Moral Compass' 2009 AL Fellow
      Following a successful career as a Senior Vice President, Vice President, and Chief Communications Officer at two large corporate companies, Shelly London set out to promote... View Details
      Keywords: Leadership Skills; Ethics Education; Initiatives; Morality; Moral Compass; Prima Facie; Grassroots Movement; Ethical Reasoning; Decision-making; Social Media; Media Relations; Family Dinner Project; Public Conversations Project; Laura Chasin; Computer Games; Video Games; Quandary; Organizational Structure; Infrastructure; Ethics; Education; Moral Sensibility; Behavior; Decision Making; Leadership; Innovation and Management; Education Industry; Service Industry; North and Central America
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      Kanter, Rosabeth Moss, and Anne Arlinghaus. "Advanced Leadership Pathways: Shelly London and Ethics Education—'Strengthening Our Moral Compass'." Harvard Business Publishing Case 313-028, 2012. (Harvard Advanced Leadership Initiative.)
      • Summer 2012
      • Article

      How to Become a Sustainable Company

      By: Robert G. Eccles, Kathleen Miller Perkins and George Serafeim
      Using field and survey data we identify the characteristics of sustainable companies, and we develop a two-stage model that can help companies develop a culture of innovation, trust, and the ability for transformational change. View Details
      Keywords: Sustainability; Innovation; Leadership; Environmental Sustainability; Organizational Culture; Innovation and Invention; Trust; Organizational Change and Adaptation
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      Eccles, Robert G., Kathleen Miller Perkins, and George Serafeim. "How to Become a Sustainable Company." MIT Sloan Management Review 53, no. 4 (Summer 2012): 43–50.
      • July 2012
      • Supplement

      Generation Investment Management, Video

      By: Sandra J. Sucher
      Examines the Investment process of Generation Investment Management, a "sustainable" investing firm established in 2004 by David Blood and U.S. Vice President Al Gore. Places students in the position of David Lowish, director of global industrials, who must decide... View Details
      Keywords: Leadership And Managing People; Accountability; Investment Management; Social Issues; Investment; Corporate Accountability; Ethics; Development Economics; Natural Environment; Financial Services Industry; Energy Industry
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      Sucher, Sandra J. "Generation Investment Management, Video." Harvard Business School Video Supplement 612-704, July 2012.
      • 2012
      • Article

      Exploring Re-Identification Risks in Public Domains

      By: Aditi Ramachandran, Lisa Singh, Edward Porter and Frank Nagle
      While re-identification of sensitive data has been studied extensively, with the emergence of online social networks and the popularity of digital communications, the ability to use public data for re-identification has increased. This work begins by presenting two... View Details
      Keywords: Safety; Analytics and Data Science; Social and Collaborative Networks
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      Ramachandran, Aditi, Lisa Singh, Edward Porter, and Frank Nagle. "Exploring Re-Identification Risks in Public Domains." Proceedings of the Annual International Conference on Privacy, Security, and Trust (2012).
      • March–April 2012
      • Article

      The Rise and Fall of Small Worlds: Exploring the Dynamics of Social Structure

      By: Ranjay Gulati, Maxim Sytch and Adam Tatarynowicz
      This paper explores the interplay between social structure and economic action by examining some of the evolutionary dynamics of an emergent network that coalesces into a small-world system. The study highlights the small-world system's evolutionary dynamics at both... View Details
      Keywords: Culture; System; Relationships; Globalization; Industry Clusters; Information; Networks; Competitive Strategy; Computer Industry
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      Gulati, Ranjay, Maxim Sytch, and Adam Tatarynowicz. "The Rise and Fall of Small Worlds: Exploring the Dynamics of Social Structure." Organization Science 23, no. 2 (March–April 2012): 449–471.
      • June 2012
      • Article

      Consequence-Cause Matching: Looking to the Consequences of Events to Infer Their Causes

      By: Robyn A. LeBoeuf and Michael I. Norton
      We show that people non-normatively infer event causes from event consequences. For example, people inferred that a product failure (computer crash) had a large cause (widespread computer virus) if it had a large consequence (job loss), but that the identical failure... View Details
      Keywords: Causal Inference; Product; Forecasting and Prediction; Motivation and Incentives; Failure
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      LeBoeuf, Robyn A., and Michael I. Norton. "Consequence-Cause Matching: Looking to the Consequences of Events to Infer Their Causes." Journal of Consumer Research 39, no. 1 (June 2012): 128–141.
      • May 2012 (Revised February 2015)
      • Case

      Maersk Line and the Future of Container Shipping

      By: Forest Reinhardt, Ramon Casadesus-Masanell and Frederik Nellemann
      Keywords: Corporate Social Responsibility; Supply And Demand; Environment; Commodity; Natural Environment; Corporate Social Responsibility and Impact; Competitive Advantage; Shipping Industry
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      Reinhardt, Forest, Ramon Casadesus-Masanell, and Frederik Nellemann. "Maersk Line and the Future of Container Shipping." Harvard Business School Case 712-449, May 2012. (Revised February 2015.)
      • Spring 2012
      • Article

      The Need for Sector-Specific Materiality and Sustainability Reporting Standards

      By: Robert G. Eccles, Michael P. Krzus, Jean Rogers and George Serafeim
      Even though the supply of sustainability information has increased considerably in the last decade, companies are still failing to disclose material information in a comparable format. We believe this has two downsides. On the one hand, companies are not adequately... View Details
      Keywords: Sustainability; Reporting; Standard Setting; Regulation; Environmental Sustainability; Accounting; Standards; Integrated Corporate Reporting; Corporate Disclosure; Competitive Advantage; Capital Markets; Accounting Industry; United States
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      Eccles, Robert G., Michael P. Krzus, Jean Rogers, and George Serafeim. "The Need for Sector-Specific Materiality and Sustainability Reporting Standards." Journal of Applied Corporate Finance 24, no. 2 (Spring 2012): 65–71.
      • March 2012 (Revised October 2012)
      • Case

      Gary Hirshberg and Stonyfield Farm

      By: Nancy F. Koehn, Nora N. Khan and Elizabeth W. Legris
      Gary Hirshberg and Stonyfield Farm is the story of one entrepreneur's vision and journey to create a market-leading, environmentally responsible business founded on the principles of product quality, organizational alignment, and sustainability. A former environmental... View Details
      Keywords: Entrepreneurs; Values; Development Stage Enterprises; Innovation; Management By Objective; Experimentation; Emerging Technologies; Mission and Purpose; Management Style; Values and Beliefs; Social Issues; Organizational Culture; Environmental Sustainability; Business Growth and Maturation; Entrepreneurship; Business Startups; Innovation and Invention; Food and Beverage Industry; New Hampshire
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      Koehn, Nancy F., Nora N. Khan, and Elizabeth W. Legris. "Gary Hirshberg and Stonyfield Farm." Harvard Business School Case 312-122, March 2012. (Revised October 2012.)
      • 2012
      • Chapter

      The Confederacy of Heterogeneous Software Organizations and Heterogeneous Developers: Field Experimental Evidence on Sorting and Worker Effort

      By: Kevin J. Boudreau and Karim R. Lakhani
      Software development occurs in a patchwork or "confederacy" of different types of institutions (universities, small start-ups, multinational enterprises, government agencies, etc.) utilizing varied work approaches. Here we speculate on one possible explanation for this... View Details
      Keywords: Innovation and Invention; Applications and Software; Product Development; Organizations; Employees; Behavior; Competition; Cooperation; Creativity; Information Technology Industry
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      Boudreau, Kevin J., and Karim R. Lakhani. "The Confederacy of Heterogeneous Software Organizations and Heterogeneous Developers: Field Experimental Evidence on Sorting and Worker Effort." In The Rate and Direction of Inventive Activity Revisited, edited by Josh Lerner and Scott Stern, 483–502. University of Chicago Press, 2012.
      • 2012
      • Working Paper

      ~Why Do We Redistribute so Much but Tag so Little? Normative Diversity, Equal Sacrifice and Optimal Taxation

      By: Matthew Weinzierl
      Tagging is a free lunch in conventional optimal tax theory because it eases the classic tradeoff between efficiency and equality. But tagging is used in only limited ways in tax policy. I propose one explanation: conventional optimal tax theory has yet to capture the... View Details
      Keywords: Forecasting and Prediction; Cost; Framework; Policy; Taxation; Analytics and Data Science; Performance Efficiency; United States
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      Weinzierl, Matthew. "~Why Do We Redistribute so Much but Tag so Little? Normative Diversity, Equal Sacrifice and Optimal Taxation." Harvard Business School Working Paper, No. 12-064, January 2012. (Revised August 2012. NBER Working Paper Series, No. 18045, August 2012)
      • January 2012 (Revised September 2015)
      • Case

      Tough Decisions at Marks and Spencer

      By: George Serafeim
      In 2007, under the leadership of CEO Stuart Rose, the iconic British retailer Marks and Spencer, with great fanfare, announced its "Plan A" initiative. Based on the five essential pillars of climate change, waste, sustainable materials, fair partnership, and health,... View Details
      Keywords: Decision Making; Environmental Sustainability; Corporate Social Responsibility and Impact; Corporate Strategy; Retail Industry
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      Eccles, Robert G., George Serafeim, and Kyle Armbrester. "Tough Decisions at Marks and Spencer." Harvard Business School Case 112-062, January 2012. (Revised September 2015.)
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