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      • Faculty Publications  (62)

      Project Evaluation And Resource AllocationRemove Project Evaluation And Resource Allocation →

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      • 2020
      • Working Paper

      When Do Experts Listen to Other Experts? The Role of Negative Information in Expert Evaluations for Novel Projects

      By: Jacqueline N. Lane, Misha Teplitskiy, Gary Gray, Hardeep Ranu, Michael Menietti, Eva C. Guinan and Karim R. Lakhani
      The evaluation of novel projects lies at the heart of scientific and technological innovation, and yet literature suggests that this process is subject to inconsistency and potential biases. This paper investigates the role of information sharing among experts as the... View Details
      Keywords: Project Evaluation; Innovation; Knowledge Frontier; Negativity Bias; Projects; Innovation and Invention; Information; Diversity; Judgments
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      Lane, Jacqueline N., Misha Teplitskiy, Gary Gray, Hardeep Ranu, Michael Menietti, Eva C. Guinan, and Karim R. Lakhani. "When Do Experts Listen to Other Experts? The Role of Negative Information in Expert Evaluations for Novel Projects." Harvard Business School Working Paper, No. 21-007, July 2020. (Revised November 2020.)
      • February 2020
      • Technical Note

      Talent Management and the Future of Work

      By: William R. Kerr and Gorick Ng
      The nature of work is changing—and it is changing rapidly. Few days go by without industry giants such as Amazon and AT&T announcing plans to invest billions of dollars towards retraining nearly half of their respective workforces for jobs of the future. What changes... View Details
      Keywords: Human Resource Management; Human Capital Development; Human Resource Practices; Talent; Talent Acquisition; Talent Development; Talent Development And Retention; Talent Management; Talent Retention; Labor Flows; Labor Management; Labor Market; Strategy Development; Strategy Management; Strategy Execution; Strategy And Execution; Strategic Change; Transformations; Organization; Organization Alignment; Organization Design; Organizational Adaptation; Organizational Effectiveness; Management Challenges; Management Of Business And Political Risk; Change Leadership; Future Of Work; Future; Skills Gap; Skills Development; Skills; Offshoring And Outsourcing; Investment; Capital Allocation; Work; Work Culture; Work Force Management; Work/life Balance; Work/family Balance; Work-family Boundary Management; Workers; Worker Productivity; Worker Performance; Work Engagement; Work Environment; Work Environments; Productivity; Organization Culture; Soft Skills; Technology Management; Technological Change; Technological Change: Choices And Consequences; Technology Diffusion; Disruptive Technology; Global Business; Global; Workplace; Workplace Context; Workplace Culture; Workplace Wellness; Collaboration; Competencies; Productivity Gains; Digital; Digital Transition; Competitive Dynamics; Competitiveness; Competitive Strategy; Data Analytics; Data; Data Management; Data Strategy; Data Protection; Aging Society; Diversity; Diversity Management; Millennials; Communication Complexity; Communication Technologies; International Business; Work Sharing; Global Competitiveness; Global Corporate Cultures; Intellectual Property; Intellectual Property Management; Intellectual Property Protection; Intellectual Capital And Property Issues; Globalization Of Supply Chain; Inequality; Recruiting; Hiring; Hiring Of Employees; Training; Job Cuts And Outsourcing; Job Performance; Job Search; Job Design; Job Satisfaction; Jobs; Employee Engagement; Employee Attitude; Employee Benefits; Employee Compensation; Employee Fairness; Employee Relationship Management; Employee Retention; Employee Selection; Employee Motivation; Employee Feedback; Employee Coordination; Employee Performance Management; Employee Socialization; Process Improvement; Application Performance Management; Stigma; Institutional Change; Candidates; Digital Enterprise; Cultural Adaptation; Cultural Change; Cultural Diversity; Cultural Context; Cultural Strategies; Cultural Psychology; Cultural Reform; Performance; Performance Effectiveness; Performance Management; Performance Evaluation; Performance Appraisal; Performance Feedback; Performance Measurement; Performance Metrics; Performance Measures; Performance Efficiency; Efficiency; Performance Analysis; Performance Appraisals; Performance Improvement; Automation; Artificial Intelligence; Technology Companies; Managerial Processes; Skilled Migration; Assessment; Human Resources; Management; Human Capital; Talent and Talent Management; Retention; Demographics; Labor; Strategy; Change; Change Management; Transformation; Organizational Change and Adaptation; Organizational Culture; Working Conditions; Information Technology; Technology Adoption; Disruption; Economy; Competition; Globalization; AI and Machine Learning; Digital Transformation
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      Kerr, William R., and Gorick Ng. "Talent Management and the Future of Work." Harvard Business School Technical Note 820-084, February 2020.
      • September 2019
      • Case

      Shell: A Company of Opportunity?

      By: Joseph B. Fuller and Emer Moloney
      The Opportunity Hub was a cloud-based platform that enabled managers to market projects they were working on and associated resourcing needs as “Opportunity Owners” and employees, or “Opportunity Seekers,” to browse these statements of need and engage when they had... View Details
      Keywords: Business Divisions; Change Management; Competency and Skills; Experience and Expertise; Talent and Talent Management; Energy; Energy Sources; Non-Renewable Energy; Renewable Energy; Human Resources; Employees; Retention; Collaborative Innovation and Invention; Innovation and Management; Innovation Strategy; Technological Innovation; Jobs and Positions; Job Design and Levels; Knowledge Sharing; Knowledge; Knowledge Use and Leverage; Labor; Human Capital; Labor Unions; Leading Change; Resource Allocation; Organizational Change and Adaptation; Performance Evaluation; Performance Productivity; Strategic Planning; Projects; Motivation and Incentives; Business Strategy; Social and Collaborative Networks; Technology Platform; Chemical Industry; Energy Industry; Information Technology Industry; Technology Industry; United Kingdom; Netherlands
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      Fuller, Joseph B., and Emer Moloney. "Shell: A Company of Opportunity?" Harvard Business School Case 320-025, September 2019.
      • April 2019
      • Article

      Incentives for Public Goods Inside Organizations: Field Experimental Evidence

      By: Andrea Blasco, Olivia S. Jung, Karim R. Lakhani and Michael Menietti
      Understanding why employees go the extra mile at work is a key problem for many organizations. We conduct a field experiment at a medical organization to study motivations for employees to submit project proposals for organizational improvement. In total, we analyze... View Details
      Keywords: Field Experiment; Innovation; Contest; Incentives; Free-rider Problem; Healthcare Organizations; Employees; Motivation and Incentives; Innovation and Invention; Organizations; Performance Improvement; Perspective
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      Blasco, Andrea, Olivia S. Jung, Karim R. Lakhani, and Michael Menietti. "Incentives for Public Goods Inside Organizations: Field Experimental Evidence." Journal of Economic Behavior & Organization 160 (April 2019): 214–229.
      • January 2019
      • Case

      King Abdullah Economic City: Population Drivers and Cash Flow

      By: John D. Macomber
      CEO of high profile new economic city in Saudi Arabia must decide how to allocate limited investment funds across projects under duress. Issues include understanding core economic drivers; planning infrastructure investment and return; attracting multinationals; and... View Details
      Keywords: Urban Development; Infrastructure; Project Finance; Resource Allocation; Decision Making; City; Real Estate Industry; Saudi Arabia
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      Macomber, John D. "King Abdullah Economic City: Population Drivers and Cash Flow." Harvard Business School Case 219-079, January 2019.
      • June 2018
      • Case

      Feeding America (A)

      By: Scott Duke Kominers and Alan Lam
      This case describes how Feeding America, the third-largest nonprofit organization in the U.S., designed a marketplace for allocating donated food across its network of food banks. It considers the promises and pitfalls of using market-based allocation in the context of... View Details
      Keywords: Social Enterprise; Nonprofit Organizations; Food; Resource Allocation; Fairness; Performance Efficiency; United States
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      Kominers, Scott Duke, and Alan Lam. "Feeding America (A)." Harvard Business School Case 818-130, June 2018.
      • May 2018
      • Case

      The Multiple Myeloma Research Foundation's Answer Fund

      By: Richard G. Hamermesh and Matthew G. Preble
      Keywords: Data Analytics; Customer Focus and Relationships; Customer Relationship Management; Cost vs Benefits; Investment Return; Health Care and Treatment; Innovation Leadership; Intellectual Property; Knowledge Sharing; Knowledge Dissemination; Leadership; Leading Change; Resource Allocation; Goals and Objectives; Marketing Communications; Performance; Programs; Projects; Business and Community Relations; Business and Stakeholder Relations; Networks; Partners and Partnerships; Research and Development; Genetics; Behavior; Motivation and Incentives; Social and Collaborative Networks; Nonprofit Organizations; Strategy; Health Industry; Pharmaceutical Industry; Biotechnology Industry; United States
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      Hamermesh, Richard G., and Matthew G. Preble. "The Multiple Myeloma Research Foundation's Answer Fund." Harvard Business School Case 818-045, May 2018.
      • March 2018 (Revised August 2018)
      • Case

      Matching Markets for Googlers

      By: Bo Cowgill and Rembrand Koning
      This case describes how Google designed and launched an internal matching market to assign individual workers with projects and managers. The case evaluates how marketplace design considerations—and several alternative staffing models—could affect the company’s goals... View Details
      Keywords: People Analytics; Google; Labor Market; Staffing; Market Design; Marketplace Matching; Selection and Staffing; Goals and Objectives; Technology Industry; United States
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      Cowgill, Bo, and Rembrand Koning. "Matching Markets for Googlers." Harvard Business School Case 718-487, March 2018. (Revised August 2018.) (More about Bo Cowgill.)
      • January 2018 (Revised January 2020)
      • Case

      People Analytics at McKinsey

      By: Jeffrey T. Polzer and Olivia Hull
      A private equity–backed fast food chain has hired McKinsey’s new People Analytics group to help it improve performance. As the final client workshop approaches, Associate Partner Alex DiLeonardo ponders the best way to present the team’s findings, especially those that... View Details
      Keywords: Talent and Talent Management; Customer Relationship Management; Forecasting and Prediction; Cost Management; Human Resources; Employees; Recruitment; Retention; Selection and Staffing; Measurement and Metrics; Performance; Performance Capacity; Performance Efficiency; Performance Evaluation; Performance Improvement; Consulting Industry; Service Industry
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      Polzer, Jeffrey T., and Olivia Hull. "People Analytics at McKinsey." Harvard Business School Case 418-023, January 2018. (Revised January 2020.)
      • July 2017
      • Case

      Magpie: Developing and Using Buyer Personas

      By: Frank V. Cespedes
      The founders of a start-up platform for publishers have developed preliminary personas of target customers and are evaluating the implications for initial target buyers, messaging, and marketing programs. The case is useful for discussing the process of developing... View Details
      Keywords: Buying Process; Marketing; Sales; Distribution Channels; Segmentation; Entrepreneurship; Social Media; Consumer Products Industry; Fashion Industry; United States
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      Cespedes, Frank V. "Magpie: Developing and Using Buyer Personas." Harvard Business School Case 818-013, July 2017.
      • 2019
      • Chapter

      Resource Allocation Theory

      By: Joseph L. Bower
      This article considers the process of resource allocation, whereby an organization determines how best to apportion its factors of production between the various productive activities in which it wishes to engage. It is suggested that none of the academic approaches to... View Details
      Keywords: Resource Allocation
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      Bower, Joseph L. "Resource Allocation Theory." In The Palgrave Encyclopedia of Strategic Management. Continuously updated edition, edited by Mie Augier and David J. Teece. Palgrave Macmillan, 2017. Electronic. (Pre-published, July 2016.)
      • Article

      Risk Management—The Revealing Hand

      By: Robert S. Kaplan and Anette Mikes
      Many believe that the recent emphasis on enterprise risk management function is misguided, especially after the failure of sophisticated quantitative risk models during the global financial crisis. The concern is that top-down risk management will inhibit innovation... View Details
      Keywords: Risk Management
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      Kaplan, Robert S., and Anette Mikes. "Risk Management—The Revealing Hand." Journal of Applied Corporate Finance 28, no. 1 (Winter 2016): 8–18.
      • October 2016
      • Article

      Looking Across and Looking Beyond the Knowledge Frontier: Intellectual Distance and Resource Allocation in Science

      By: Kevin J. Boudreau, Eva Guinan, Karim R. Lakhani and Christoph Riedl
      Selecting among alternative innovative projects is a core management task in all innovating organizations. In this paper, we focus on the evaluation of frontier scientific research projects. We argue that the "intellectual distance" between the knowledge embodied in... View Details
      Keywords: Knowledge; Innovation; Novelty; Evaluation; Resource Allocation; Decision Choices and Conditions; Innovation and Management; Science-Based Business; Experience and Expertise
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      Boudreau, Kevin J., Eva Guinan, Karim R. Lakhani, and Christoph Riedl. "Looking Across and Looking Beyond the Knowledge Frontier: Intellectual Distance and Resource Allocation in Science." Management Science 62, no. 10 (October 2016).
      • September 2016 (Revised October 2018)
      • Case

      Springfield Hospital

      By: Susanna Gallani and Robert Kaplan
      One of the key roles of costing systems is to support the evaluation of performance and facilitate appropriate resource allocations. Through participation in a comparative cost study, management at Springfield Hospital, known for its heavy focus on operational... View Details
      Keywords: Time-Driven Activity-Based Costing; Variance Analysis; Activity Based Costing and Management; Health Care and Treatment; Health Industry
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      Gallani, Susanna, and Robert Kaplan. "Springfield Hospital." Harvard Business School Case 117-025, September 2016. (Revised October 2018.)
      • 2015
      • Working Paper

      The Impact of Funds: An Evaluation of CDC 2004-12

      By: Josh Lerner, Ann Leamon, Steve Dew and Dong Ik Lee
      CDC was founded in 1948 as part of the U.K. government's efforts to develop the economic resources of Britain's remaining colonies. Since then, CDC has pursued a series of strategies to "do good without losing money," as its original mission was phrased. Its approach... View Details
      Keywords: Investment Funds; Great Britain
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      Lerner, Josh, Ann Leamon, Steve Dew, and Dong Ik Lee. "The Impact of Funds: An Evaluation of CDC 2004-12." Working Paper, October 2015.
      • September 2014 (Revised February 2017)
      • Case

      Belk: Towards Exceptional Scheduling

      By: Ethan Bernstein, Saravanan Kesavan, Bradley Staats and Luke Hassall
      With 24,000 staff and over 300 stores, Belk Inc. sought to replace its entirely manual labor scheduling system with an automated software solution from Reflexis. Belk hoped the upgrade would simplify scheduling, reduce time employees spent in non-customer-facing roles,... View Details
      Keywords: Retail; Scheduling; Local Autonomy; Automation; Metrics; Organizational Change; Human Resource Management; Process Improvement; Performance Measurement; Transparency; Southern United States; Retailing; Department Stores; System Outsourced Services; Employee Relationship Management; Selection and Staffing; Change Management; Governance Controls; Resource Allocation; Service Operations; Organizational Culture; Organizational Change and Adaptation; Performance Evaluation; Performance Improvement; Applications and Software; Family Business; Retail Industry; Technology Industry; United States
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      Bernstein, Ethan, Saravanan Kesavan, Bradley Staats, and Luke Hassall. "Belk: Towards Exceptional Scheduling." Harvard Business School Case 415-023, September 2014. (Revised February 2017.)
      • February 2013 (Revised March 2013)
      • Case

      Agero: Enhancing Capabilities for Customers

      By: Robert Simons and Natalie Kindred

      This case illustrates the importance of choosing a primary customer as the basis for organization design. Cross Country Group managers adjusted resource allocation, organization design and performance measures over time to transform Cross Country Group from an... View Details

      Keywords: Entrepreneurial Management; Entrepreneurial Gap; Entrepreneurship; Auto Industry; Insurance; Performance Management; Performance Measurement; Performance Measures; Performance Pressure; Decisions; Family Business; Resource Allocation; Organizational Design; Customer Focus and Relationships; Performance Evaluation; Growth and Development Strategy; Service Industry
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      Simons, Robert, and Natalie Kindred. "Agero: Enhancing Capabilities for Customers." Harvard Business School Case 113-001, February 2013. (Revised March 2013.)
      • 2011
      • Book

      The Progress Principle: Using Small Wins to Ignite Joy, Engagement, and Creativity at Work

      By: Teresa M. Amabile and Steve J. Kramer
      The most effective managers have the ability to build a cadre of employees who have great inner work lives-consistently positive emotions; strong motivation; and favorable perceptions of the organization, their work, and their colleagues. The worst managers undermine... View Details
      Keywords: Creativity; Interpersonal Communication; Employee Relationship Management; Leadership; Performance Effectiveness; Emotions; Motivation and Incentives; Groups and Teams; Collaborative Innovation and Invention; Innovation Leadership; Working Conditions; Management Practices and Processes; Management Skills; Mission and Purpose; Organizational Culture; Performance Productivity; Attitudes; Behavior; Happiness; Perception; Trust; Time Management; Resource Allocation; Business or Company Management; Goals and Objectives; Managerial Roles
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      Amabile, Teresa M., and Steve J. Kramer. The Progress Principle: Using Small Wins to Ignite Joy, Engagement, and Creativity at Work. Harvard Business Review Press, 2011.
      • February 2011 (Revised February 2012)
      • Case

      Online Marketing at Big Skinny

      By: Benjamin Edelman and Scott Duke Kominers
      Describes a wallet maker's application of seven Internet marketing technologies: display ads, algorithmic search, sponsored search, social media, interactive content, online distributors, and A/B testing. Provides concise introductions to the key features of each... View Details
      Keywords: Advertising Campaigns; Digital Marketing; Resource Allocation; Marketing Strategy; Performance Evaluation; Internet and the Web; Retail Industry
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      Edelman, Benjamin, and Scott Duke Kominers. "Online Marketing at Big Skinny." Harvard Business School Case 911-033, February 2011. (Revised February 2012.) (request a courtesy copy.)
      • January 2011 (Revised April 2012)
      • Case

      BBVA Compass: Marketing Resource Allocation

      By: Sunil Gupta and Joseph Davies-Gavin
      BBVA Compass, the 15th largest commercial bank in the U.S., is a part of the BBVA Group of Spain, the second largest bank in Spain with $755 billion in assets. In December 2010, Frank Sottosanti, Chief Marketing Officer of BBVA Compass, was reviewing the marketing... View Details
      Keywords: Advertising; Resource Allocation; Marketing Channels; Marketing Strategy; Performance Evaluation; Banking Industry; United States
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      Gupta, Sunil, and Joseph Davies-Gavin. "BBVA Compass: Marketing Resource Allocation." Harvard Business School Case 511-096, January 2011. (Revised April 2012.)
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