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  • December 2021
  • Case

Burning Glass Technologies: From Data to Product

By: Suraj Srinivasan and Amy Klopfenstein
In May 2021, Matt Sigelman, CEO of Burning Glass Technologies, a company that provided labor market analytics for a variety of markets, navigates his company’s transition from data company to product company. Burning Glass originated as a service that used artificial... View Details
Keywords: Information Technology; Applications and Software; Digital Platforms; Internet and the Web; Strategy; Expansion; Business Strategy; Labor; Employment; Human Capital; Jobs and Positions; Job Design and Levels; Job Search; Human Resources; Selection and Staffing; Recruitment; Employees; Retention; Competency and Skills; Experience and Expertise; Talent and Talent Management; Analytics and Data Science; Business Model; Technology Industry; North and Central America; United States
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Srinivasan, Suraj, and Amy Klopfenstein. "Burning Glass Technologies: From Data to Product." Harvard Business School Case 122-015, December 2021.
  • July 2023
  • Case

HealthVerity: Real World Data and Evidence

By: Satish Tadikonda
Andrew Kress (CEO and founder) and his team had built a promising marketplace business at HealthVerity serving its core market in healthcare, with a focus on pharmaceutical R&D and services. Thus far, HealthVerity’s products had been unique to the pharma and pharma... View Details
Keywords: Growth and Development Strategy; Market Entry and Exit; Product Marketing
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Tadikonda, Satish. "HealthVerity: Real World Data and Evidence." Harvard Business School Case 824-019, July 2023.
  • March 2002 (Revised March 2006)
  • Teaching Note

Space Data Corporation TN

By: Alan D. MacCormack
Teaching Note for (9-602-121). View Details
Keywords: Technology Industry; United States
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MacCormack, Alan D. "Space Data Corporation TN." Harvard Business School Teaching Note 602-149, March 2002. (Revised March 2006.)
  • 2017
  • Case

DigiPlex: Future-Ready Data Centers

By: Y. Grushka-Cockayne and Y. Yemen
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Grushka-Cockayne, Y., and Y. Yemen. "DigiPlex: Future-Ready Data Centers." University of Virginia, Darden School of Business Case UVA-QA-0880, 2017.
  • May 2019
  • Teaching Note

Data Science at Target

By: Srikant M. Datar and Caitlin N. Bowler
Teaching Note for HBS No. 118-016. View Details
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Datar, Srikant M., and Caitlin N. Bowler. "Data Science at Target." Harvard Business School Teaching Note 119-108, May 2019.
  • October 2002 (Revised February 2003)
  • Case

Administrative Data Project (B)

By: Lynda M. Applegate and Donald E. Heller
Supplements the (A) case. View Details
Keywords: Education Industry
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Applegate, Lynda M., and Donald E. Heller. "Administrative Data Project (B)." Harvard Business School Case 803-052, October 2002. (Revised February 2003.)
  • July 2021
  • Article

Big Data for Social Benefits: Innovation as a Mediator of the Relationship between Big Data and Corporate Social Performance

By: Goran Calic and Maryam Ghasemaghaei
Over the last decade, the use big data in firms has seen a rapid increase. Whilst scholars have begun to unpack the relationship between big data utilisation and financial performance, significant uncertainty exists about the ethical uses of this new asset. Whether... View Details
Keywords: Analytics and Data Science; AI and Machine Learning; Performance Improvement; Organizational Change and Adaptation
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Calic, Goran, and Maryam Ghasemaghaei. "Big Data for Social Benefits: Innovation as a Mediator of the Relationship between Big Data and Corporate Social Performance." Journal of Business Research 131 (July 2021): 391–401.
  • July 1980 (Revised September 1980)
  • Supplement

Self-Assessment and Career Development, Background Data

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Clawson, James G. "Self-Assessment and Career Development, Background Data." Harvard Business School Supplement 481-021, July 1980. (Revised September 1980.)
  • 2018
  • Simulation

Financial Analysis Simulation: Data Detective

By: Suraj Srinivasan and V.G. Narayanan
In this simulation, students learn to identify typical industry characteristics revealed in financial data. Equipped with an interactive and flexible set of tools, students analyze disguised financials and—using their knowledge of operational practices and reasoning... View Details
Keywords: Financial Analysis; Financial Accounting; Financial Ratios; Accounting; Financial Statements; Analysis
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Srinivasan, Suraj, and V.G. Narayanan. "Financial Analysis Simulation: Data Detective." Core Curriculum Readings Series. Simulation and Teaching Note. Boston: Harvard Business Publishing 8742, 2018. Electronic.
  • February 2005 (Revised November 2006)
  • Background Note

Using Data Desk for Statistical Analysis

By: Frances X. Frei and Dennis Campbell
Describes how to use the Data Desk software package to perform statistical analysis. View Details
Keywords: Mathematical Methods
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Frei, Frances X., and Dennis Campbell. "Using Data Desk for Statistical Analysis." Harvard Business School Background Note 605-060, February 2005. (Revised November 2006.)
  • May 2014
  • Article

Incorporating Field Data into Archival Research

By: Eugene F. Soltes
I explore the use of field data in conjunction with archival evidence by examining Iliev, Miller, and Roth's (2014) analysis of an amendment to the Securities Exchange Act of 1934. This regulatory amendment allowed depositary banks to cross-list firms without the... View Details
Keywords: Analytics and Data Science; Research; Financial Reporting
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Soltes, Eugene F. "Incorporating Field Data into Archival Research." Journal of Accounting Research 52, no. 2 (May 2014): 521–540.
  • March 2018
  • Teaching Note

Data Breach at Equifax

By: Suraj Srinivasan and Quinn Pitcher
Teaching Note for HBS No. 118-031. View Details
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Srinivasan, Suraj, and Quinn Pitcher. "Data Breach at Equifax." Harvard Business School Teaching Note 118-083, March 2018.
  • 2021
  • Working Paper

Corporate Environmental Impact: Measurement, Data and Information

By: David Freiberg, DG Park, George Serafeim and T. Robert Zochowski
As an organization’s environmental impact has become a central societal consideration, thereby affecting industry and organizational competitiveness, interest in measuring and analyzing environmental impact has increased. We develop a methodology to derive comparable... View Details
Keywords: Environment; Impact; Measurement; Environmental Ratings; Corporate Valuation; Financial Materiality; Sustainability; Environmental Impact; Environmental Strategy; Impact-Weighted Accounts; IWAI; Environmental Sustainability; Corporate Social Responsibility and Impact; Measurement and Metrics; Valuation
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Freiberg, David, DG Park, George Serafeim, and T. Robert Zochowski. "Corporate Environmental Impact: Measurement, Data and Information." Harvard Business School Working Paper, No. 20-098, March 2020. (Revised February 2021.)
  • February 2024
  • Teaching Note

CityScore: Big Data Comes to Boston

By: Boris Groysberg and Sarah L. Abbott
Teaching Note for HBS Case No. 422-050. In 2016, Mayor Marty Walsh of Boston introduced CityScore, a data dashboard that measured the city’s progress across a range of metrics. View Details
Keywords: Government Administration; Leadership; Transformation; City; Analytics and Data Science; Measurement and Metrics; Public Administration Industry; United States; Boston
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Groysberg, Boris, and Sarah L. Abbott. "CityScore: Big Data Comes to Boston." Harvard Business School Teaching Note 424-058, February 2024.
  • October 2002 (Revised February 2003)
  • Case

Administrative Data Project (A)

By: Lynda M. Applegate and Donald E. Heller
Encourages analysis of the implementation of a large technical infrastructure and process transformation project within a university setting. Enables an instructor to teach change management, leadership, and technical project management skills. View Details
Keywords: Teaching; Change Management; Management Practices and Processes; Transformation; Learning; Competency and Skills; Leadership Development; Non-Governmental Organizations; Education Industry
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Applegate, Lynda M., and Donald E. Heller. "Administrative Data Project (A)." Harvard Business School Case 803-051, October 2002. (Revised February 2003.)
  • September 2002 (Revised February 2012)
  • Background Note

Europe: Data Supplement, 1950-2011

By: Huw Pill, Lakshmi Iyer, Marie-Laure Goepfer and Ingrid Vogel
Supplements The Blair Wealth Project: Antecedents and Prospects, Renewing Germany: Kohl's Legacy and Schroder's Dilemma, Italy: A New Commitment to Growth, and The Netherlands: Is the Polder Model Sinking? View Details
Keywords: Data and Data Sets; United Kingdom; Germany; Italy; Netherlands
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Pill, Huw, Lakshmi Iyer, Marie-Laure Goepfer, and Ingrid Vogel. "Europe: Data Supplement, 1950-2011." Harvard Business School Background Note 703-013, September 2002. (Revised February 2012.)
  • Article

Using Internet Data for Economic Research

By: Benjamin Edelman
The data used by economists can be broadly divided into two categories. First, structured datasets arise when a government agency, trade association, or company can justify the expense of assembling records. The Internet has transformed how economists interact with... View Details
Keywords: Data and Data Sets; Research; Internet; Cost Management; Information Management; Factories, Labs, and Plants; Reports; Archives; Surveys; Economics
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Edelman, Benjamin. "Using Internet Data for Economic Research." Journal of Economic Perspectives 26, no. 2 (Spring 2012): 189–206.
  • September 2023
  • Case

Trilling Foods: Managing People with Data

By: Alexandra C. Feldberg and Jeffrey T. Polzer
Trilling Foods, a regional bricks-and-mortar grocery chain, has recently provided its frontline managers with new tools for using data. Allison Andersen, Trilling’s VP of Data Science, has spearheaded these efforts. Yet, as she works with Kent Wade, the general manager... View Details
Keywords: Digital Transformation; Management Practices and Processes; Training; Organizational Change and Adaptation; Food and Beverage Industry; Food and Beverage Industry
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Feldberg, Alexandra C., and Jeffrey T. Polzer. "Trilling Foods: Managing People with Data." Harvard Business School Case 424-025, September 2023.
  • April 1991 (Revised May 2017)
  • Teaching Note

Automatic Data Processing: The EFS Decision

By: Robert Simons
Teaching Note for (9-190-059). View Details
Keywords: Strategy And Execution; Management Control Systems; Boundary Systems; Information Technology; Decision Making
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Simons, Robert. "Automatic Data Processing: The EFS Decision." Harvard Business School Teaching Note 191-170, April 1991. (Revised May 2017.)
  • 2023
  • Working Paper

Data Governance, Interoperability and Standardization: Organizational Adaptation to Privacy Regulation

By: Sam (Ruiqing) Cao and Marco Iansiti
The increasing availability of data can afford dynamic competitive advantages among data-intensive corporations, but governance bottlenecks hinder data-driven value creation and increase regulatory risks. We analyze the role of two technological features of data... View Details
Keywords: Organizations; Information Technology; Performance Productivity; Growth and Development; Transformation
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Cao, Sam (Ruiqing), and Marco Iansiti. "Data Governance, Interoperability and Standardization: Organizational Adaptation to Privacy Regulation." Harvard Business School Working Paper, No. 21-122, May 2021. (Revised November 2023.)
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