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      • Article

      Choice Architects Reveal a Bias Toward Positivity and Certainty

      By: David P. Daniels and Julian Zlatev
      Biases influence important decisions, but little is known about whether and how individuals try to exploit others’ biases in strategic interactions. Choice architects—that is, people who present choices to others—must often decide between presenting choice sets with... View Details
      Keywords: Nudges; Biases; Strategic Decision Making; Social Influence; Choice Architects; Choice Architecture; Reflection Effect; Certainty Effect; Loss Aversion; Decision Making; Risk and Uncertainty; Power and Influence
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      Daniels, David P., and Julian Zlatev. "Choice Architects Reveal a Bias Toward Positivity and Certainty." Organizational Behavior and Human Decision Processes 151 (March 2019): 132–149.
      • Article

      Multivariate Unsupervised Machine Learning for Anomaly Detection in Enterprise Applications

      By: Daniel Elsner, Pouya Aleatrati Khosroshahi, Alan MacCormack and Robert Lagerström
      Existing application performance management (APM) solutions lack robust anomaly detection capabilities and root cause analysis techniques that do not require manual efforts and domain knowledge. In this paper, we develop a density-based unsupervised machine learning... View Details
      Keywords: Big Data; Data Science And Analytics Management; Governance And Compliance; Organizational Systems And Technology; Anomaly Detection; Application Performance Management; Machine Learning; Enterprise Architecture; Analytics and Data Science
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      Elsner, Daniel, Pouya Aleatrati Khosroshahi, Alan MacCormack, and Robert Lagerström. "Multivariate Unsupervised Machine Learning for Anomaly Detection in Enterprise Applications." Proceedings of the Hawaii International Conference on System Sciences 52nd (2019): 5827–5836.
      • 2019
      • Working Paper

      Design Rules, Volume 2: How Technology Shapes Organizations: Chapter 13 Platform Systems vs. Step Processes—The Value of Options and the Power of Modularity

      By: Carliss Y. Baldwin
      This is the first chapter in Part 3. Its purpose is to contrast the value structure of platform systems with step processes from a technological perspective. I first review the basic technical architecture of computers and argue that every computer is inherently a... View Details
      Keywords: Platform Systems; Step Processes; Computer Architecture; Modularity; Information Technology; Digital Platforms
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      Baldwin, Carliss Y. "Design Rules, Volume 2: How Technology Shapes Organizations: Chapter 13 Platform Systems vs. Step Processes—The Value of Options and the Power of Modularity." Harvard Business School Working Paper, No. 19-073, January 2019.
      • 2019
      • Book

      The Age of Surveillance Capitalism: The Fight for a Human Future at the New Frontier of Power

      By: Shoshana Zuboff
      In this masterwork of original thinking and research, Shoshana Zuboff provides startling insights into the phenomenon that she has named surveillance capitalism. The stakes could not be higher: a global architecture of behavior modification threatens human nature in... View Details
      Keywords: Consumer Profiling; Consumer Behavior; Forecasting and Prediction; Information Technology; Power and Influence; Ethics; Society; Transformation
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      Zuboff, Shoshana. The Age of Surveillance Capitalism: The Fight for a Human Future at the New Frontier of Power. New York: PublicAffairs, 2019.
      • October 2018 (Revised August 2023)
      • Case

      Safecast: Bootstrapping Human Capital to Big Data

      By: Ethan Bernstein and Stephanie Marton
      On March 11, 2011, at 2:46pm, a 9.1-on-the-Richter-scale, six-minute long earthquake unleashed a tsunami that ravaged the Tohoku region of Japan, damaging the Fukushima Daiichi Nuclear Power facility and releasing sufficient radioactive material into the air and ocean... View Details
      Keywords: Citizen Science; Creative Commons; Open Data; Open Architecture; Volunteer-based Organization; Fukushima Daiichi Nuclear Power Facility; 311; Nuclear; Radiation; Crowdsourcing; Bgeigie; Geiger Counters; Kickstarter; Sustainability; Sustainable Business And Innovation; Design; Energy Generation; Social Entrepreneurship; Human Capital; Innovation and Invention; Crisis Management; Organizational Structure; Organizational Design; Information Technology; Business Model; Energy Industry; Technology Industry; Japan; North and Central America; Europe
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      Bernstein, Ethan, and Stephanie Marton. "Safecast: Bootstrapping Human Capital to Big Data." Harvard Business School Case 419-033, October 2018. (Revised August 2023.)
      • Article

      The Impact of the 'Open' Workspace on Human Collaboration

      By: Ethan Bernstein and Stephen Turban
      Organizations’ pursuit of increased workplace collaboration has led managers to transform traditional office spaces into “open,” transparency-enhancing architectures with fewer walls, doors, and other spatial boundaries, yet there is scant direct empirical research on... View Details
      Keywords: Open Office; Transparency; Collaboration; Collective Intelligence; Workspace; Workspace Design; Architecture; Cubicles; Boundaries; Spatial Boundaries; Human Behavior; Propinquity; Co-location; Interaction; Sociometers; People Analytics; Buildings and Facilities; Communication; Design; Human Resources; Leadership; Management; Organizational Design; Organizational Structure; Networks; Social and Collaborative Networks; Information Technology; United States
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      Bernstein, Ethan, and Stephen Turban. "The Impact of the 'Open' Workspace on Human Collaboration." Art. 239. Philosophical Transactions of the Royal Society B, Biological Sciences 373, no. 1753 (August 19, 2018).
      • June 2018
      • Supplement

      Knowledge Sharing at REMA 1000 (B)

      By: Tatiana Sandino and Olivia Hull
      Supplement to HBS No. 118-007, "Knowledge Sharing at REMA 1000 (A)." Chief Human Resources Officer Tore Høylie was proud of REMA 1000 (REMA)’s strong employee engagement with Workplace, Facebook’s corporate social media platform; however, some users complained that the... View Details
      Keywords: Social Network; Enterprise Social Media; Facebook; Workplace; Social and Collaborative Networks; Communication Technology; Problems and Challenges; Social Media; Retail Industry; Norway
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      Sandino, Tatiana, and Olivia Hull. "Knowledge Sharing at REMA 1000 (B)." Harvard Business School Supplement 118-072, June 2018.
      • June 2018
      • Teaching Note

      Zurich Insurance

      By: Boris Groysberg, David Lane and Joni Coughlin
      This teaching note addresses six cases in the Zurich Insurance series, the overview case (HBS No. 417-035) and five cases focused on particular change efforts (HBS Nos. 417-036 through 417-040).
      Zurich Insurance was undergoing organizational change after... View Details
      Keywords: Managing Change; Organizational Behavior; Diversity Management; Organizational Architecture; Recruiting; Succession Planning; Management; Organizational Culture; Organizational Change and Adaptation; Leading Change; Human Capital; Human Resources; Insurance; Leadership; Diversity; Organizational Structure; Recruitment; Leadership Development; Management Succession; Insurance Industry
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      Groysberg, Boris, David Lane, and Joni Coughlin. "Zurich Insurance." Harvard Business School Teaching Note 418-071, June 2018.
      • February 2018 (Revised October 2020)
      • Case

      The Marriott-Starwood Merger: Navigating Brand Portfolio Strategy and Brand Architecture

      By: Jill Avery, Chekitan S. Dev and Laure Mougeot Stroock
      In September 2016, Marriott completed its $13.3 billion acquisition of Starwood Hotels & Resorts, which added 11 brands to its already robust 19 hotel brand portfolio. Tina Edmundson, Marriott's global brand officer, was charged with making sense of the brand portfolio... View Details
      Keywords: Brand Management; Brand Architecture; Brand Portfolio; Merger; Hospitality Industry; Services Marketing; Branded House; House Of Brands; Sub-branding; Marketing; Marketing Strategy; Brands and Branding; Mergers and Acquisitions; Consumer Behavior; Advertising; Travel Industry; Accommodations Industry; Tourism Industry; United States; North America; Europe; Asia
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      Avery, Jill, Chekitan S. Dev, and Laure Mougeot Stroock. "The Marriott-Starwood Merger: Navigating Brand Portfolio Strategy and Brand Architecture." Harvard Business School Case 518-081, February 2018. (Revised October 2020.)
      • Article

      Default Neglect in Attempts at Social Influence

      By: Julian Zlatev, David P. Daniels, Hajin Kim and Margaret A. Neale
      Current theories suggest that people understand how to exploit common biases to influence others. However, these predictions have received little empirical attention. We consider a widely studied bias with special policy relevance: the default effect, which is the... View Details
      Keywords: Social Influence; Default Effect; Nudges; Choice Architecture; Decision Making; Behavior
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      Zlatev, Julian, David P. Daniels, Hajin Kim, and Margaret A. Neale. "Default Neglect in Attempts at Social Influence." Proceedings of the National Academy of Sciences 114, no. 52 (December 26, 2017).
      • September 2017 (Revised March 2023)
      • Background Note

      Production Processes

      By: Willy Shih and Michael W. Toffel
      This note describes four broad categories of process architectures and then examines the nature of task assignment that typically would be found in a factory organized along the lines of each process type. It then delves more deeply into work flow policies, materials... View Details
      Keywords: Production Management; Production Planning; Production Scheduling; Process Analysis; Process Maps; Processing Times; Process Improvement; Production; Management; Product; Consumer Products Industry; Manufacturing Industry
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      Shih, Willy, and Michael W. Toffel. "Production Processes." Harvard Business School Background Note 618-023, September 2017. (Revised March 2023.)
      • 2017
      • Other Article

      Designing an Agile Software Portfolio Architecture: The Impact of Coupling on Performance

      By: Alan MacCormack and Robert Lagerstrom
      The modern industrial corporation encompasses a myriad of different software applications, each of which must work in concert to deliver functionality to end-users. However, the increasingly complex and dynamic nature of competition in today’s product-markets dictates... View Details
      Keywords: Applications and Software; Design; Organizational Change and Adaptation; Performance Effectiveness
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      MacCormack, Alan, and Robert Lagerstrom. "Designing an Agile Software Portfolio Architecture: The Impact of Coupling on Performance." Academy of Management Annual Meeting Proceedings (2017). (doi:10.5465/AMBPP.2017.297, ISSN 2151-6561.)
      • August 2017
      • Article

      Should Governments Invest More in Nudging?

      By: Shlomo Benartzi, John Beshears, Katherine L. Milkman, Cass R. Sunstein, Richard H. Thaler, Maya Shankar, Will Tucker-Ray, William J. Congdon and Steven Galing
      Governments are increasingly adopting behavioral science techniques for changing individual behavior in pursuit of policy objectives. The types of “nudge” interventions that governments are now adopting alter people’s decisions without coercion or significant changes... View Details
      Keywords: Nudge; Nudge Unit; Choice Architecture; Behavioral Science; Behavioral Economics; Savings; Pension Plan; Education; College Enrollment; Energy; Electricity Usage; Preventive Health; Influenza Vaccination; Flu Shot; Open Materials; Behavior; Governance; Economics; Policy; Power and Influence
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      Benartzi, Shlomo, John Beshears, Katherine L. Milkman, Cass R. Sunstein, Richard H. Thaler, Maya Shankar, Will Tucker-Ray, William J. Congdon, and Steven Galing. "Should Governments Invest More in Nudging?" Psychological Science 28, no. 8 (August 2017): 1041–1055.
      • Other Article

      Exploring the Relationship Between Architecture Coupling and Software Vulnerabilities

      By: Robert Lagerstrom, Carliss Y. Baldwin, Alan MacCormack, Daniel J. Sturtevant and Lee Doolan
      Employing software metrics, such as size and complexity, for predicting defects has been given a lot of attention over the years and proven very useful. However, the few studies looking at software architecture and vulnerabilities are limited in scope and findings. We... View Details
      Keywords: Security Vulnerabilities; Software Architecture; Metrics; Software; Complexity; Measurement and Metrics
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      Lagerstrom, Robert, Carliss Y. Baldwin, Alan MacCormack, Daniel J. Sturtevant, and Lee Doolan. "Exploring the Relationship Between Architecture Coupling and Software Vulnerabilities." Proceedings of the International Symposium on Engineering Secure Software and Systems (ESSoS) 9th (2017): 53–69. (Part of Lecture Notes in Computer Science, ISSN 0302-9743.)
      • 2017
      • Working Paper

      Digital Agility: The Impact of Software Portfolio Architecture on IT System Evolution

      By: Alan MacCormack, Robert Lagerström, Martin Mocker and Carliss Y. Baldwin
      The modern industrial firm increasingly relies on software to support its competitive position. However, the uncertain and dynamic nature of today’s global marketplace dictates that this software be continually evolved and adapted to meet new business challenges. This... View Details
      Keywords: Information Systems; Software; Architecture; Modularity; Agility; Coupling; Applications and Software; Design; Decisions; Performance
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      MacCormack, Alan, Robert Lagerström, Martin Mocker, and Carliss Y. Baldwin. "Digital Agility: The Impact of Software Portfolio Architecture on IT System Evolution." Harvard Business School Working Paper, No. 17-105, May 2017. (Revised October 2017.)
      • May 2017 (Revised August 2021)
      • Case

      Mavi: Fashioning a Path to Brand Growth

      By: Jill Avery and Gamze Yucaoglu
      This case examines the strategic choices and business model with regards to branding at Mavi, a leading Turkish apparel retailer. The case is presented from the perspective of the company CEO and its global brand director who is also part owner. In 2015, Mavi had sales... View Details
      Keywords: Brand Management; Brand Architecture; Brand Portfolio Strategy; Brand Positioning; International Expansion; Retailing; Fashion; Pricing; Fast Fashion; Emerging Economies; Brand Extension; Marketing; Marketing Strategy; Brands and Branding; Emerging Markets; Growth and Development Strategy; Expansion; Global Range; Decision Choices and Conditions; Fashion Industry; Retail Industry; Turkey; Europe; Asia
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      Avery, Jill, and Gamze Yucaoglu. "Mavi: Fashioning a Path to Brand Growth." Harvard Business School Case 517-075, May 2017. (Revised August 2021.)
      • 2017
      • Working Paper

      Exploring the Relationship between Architecture Coupling and Software Vulnerabilities: A Google Chrome Case

      By: Robert Lagerstrom, Carliss Y. Baldwin, Alan MacCormack, Dan Sturtevant and Lee Doolan
      Employing software metrics, such as size and complexity, for predicting defects has been given a lot of attention over the years and has proven very useful. However, the few studies looking at software architecture and vulnerabilities are limited in scope and findings.... View Details
      Keywords: Software; Architecture; Coupling; Vulnerabilities; Applications and Software; Complexity; Measurement and Metrics
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      Lagerstrom, Robert, Carliss Y. Baldwin, Alan MacCormack, Dan Sturtevant, and Lee Doolan. "Exploring the Relationship between Architecture Coupling and Software Vulnerabilities: A Google Chrome Case." Harvard Business School Working Paper, No. 17-078, February 2017.
      • January 2017
      • Teaching Note

      The Park Hotels: Revitalizing an Iconic Indian Brand

      By: Jill Avery and Chekitan S. Dev
      Priya Paul, chairwoman of The Park Hotels, an award-winning portfolio of thirteen boutique hotels scattered across India, was in the midst of a brand revitalization program. Landor Associates, a leading brand consultancy, had identified three areas of concern: the... View Details
      Keywords: Brand Management; Brand Positioning; Brand Portfolio Strategy; Brand Architecture; Brand Repositioning; Target Market; Hospitality; Hotel Industry; Marketing; Brands and Branding; Marketing Strategy; Service Delivery; Travel Industry; Service Industry; India; Asia
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      Avery, Jill, and Chekitan S. Dev. "The Park Hotels: Revitalizing an Iconic Indian Brand." Harvard Business School Teaching Note 517-076, January 2017.
      • October 2016 (Revised April 2018)
      • Case

      ASICS: Chasing a 2020 Vision

      By: Elie Ofek, Nobuo Sato and Akiko Kanno
      In early 2016, Motoi Oyama, president and CEO of ASICS, a major sports apparel and footwear manufacturer based in Japan, lays out his company’s growth plan for the upcoming 5 years. The new plan set ambitious goals in terms of revenue and profit increases. At the heart... View Details
      Keywords: Brand Management; Sports Apparel; Competitive Positioning; Direct To Consumer Marketing; Retail Formats; Lifestyle Brands; Information Technology; Competition; Brands and Branding; Organizational Change and Adaptation; Digital Platforms; Product Positioning; Marketing Channels; Sports; Retail Industry; Apparel and Accessories Industry; Sports Industry; Entertainment and Recreation Industry
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      Ofek, Elie, Nobuo Sato, and Akiko Kanno. "ASICS: Chasing a 2020 Vision." Harvard Business School Case 517-060, October 2016. (Revised April 2018.)
      • October 2016 (Revised July 2017)
      • Case

      The Los Angeles Philharmonic Orchestra: Cultural Entrepreneurship

      By: Rohit Deshpande and Annelena Lobb
      The Los Angeles Philharmonic Orchestra (LA Phil), under the leadership of Deborah Borda, had enjoyed great successes in the 2000s and 2010s, even as other U.S. orchestras faltered. The architecturally acclaimed Walt Disney Concert Hall had opened its doors. The... View Details
      Keywords: Product Positioning; Arts; Music Entertainment; Growth and Development Strategy; Business Growth and Maturation; Cultural Entrepreneurship; Music Industry; Entertainment and Recreation Industry; Los Angeles
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      Deshpande, Rohit, and Annelena Lobb. "The Los Angeles Philharmonic Orchestra: Cultural Entrepreneurship." Harvard Business School Case 517-006, October 2016. (Revised July 2017.)
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