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  • September 2023 (Revised December 2023)
  • Case

TetraScience: Noise and Signal

By: Thomas R. Eisenmann and Tom Quinn
In 2019, TetraScience CEO “Spin” Wang needed advice. Five years earlier, he had cofounded a startup that saw early success with a hardware product designed to help laboratory scientists in the biotechnology and pharmaceutical spaces more easily collect data from... View Details
Keywords: Entrepreneurship; Business Growth and Maturation; Business Organization; Restructuring; Forecasting and Prediction; Digital Platforms; Analytics and Data Science; AI and Machine Learning; Organizational Structure; Network Effects; Competitive Strategy; Biotechnology Industry; Pharmaceutical Industry; United States; Boston
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Eisenmann, Thomas R., and Tom Quinn. "TetraScience: Noise and Signal." Harvard Business School Case 824-024, September 2023. (Revised December 2023.)
  • 28 Jan 2014
  • First Look

First Look: January 28

  Publications August 2013 Princeton University Press Fortune Tellers: The Story of America's First Economic Forecasters By: Friedman, Walter A. Abstract—The period leading up to the Great Depression witnessed the rise of the economic... View Details
Keywords: Sean Silverthorne
  • 08 Jun 2010
  • First Look

First Look: June 8

to accomplish the following: mine your sales data to identify "homerun" products you're missing; reinvent your forecasting and pricing strategies; build end-to-end agility into your supply chain; establish incentives that align... View Details
Keywords: Martha Lagace
  • 22 Apr 2002
  • Lessons from the Classroom

Entrepreneurship: It Can Be Taught

interviewing techniques, term sheets—the kinds of things that people who start companies have to do.— Paul Marshall The second is forecasting cash flows, which is obviously not unique to entrepreneurs. We try to get students to recognize... View Details
Keywords: by Staff
  • 15 Jan 2013
  • First Look

First Look: January 15

improved forecast accuracy, the value of their research about the spun-off subsidiaries is more limited. For both diversified firms and their spun-off subsidiaries, analysts' research is more valuable when information asymmetry between... View Details
Keywords: Sean Silverthorne
  • August 2018 (Revised September 2018)
  • Case

Predicting Purchasing Behavior at PriceMart (A)

By: Srikant M. Datar and Caitlin N. Bowler
This case follows VP of Marketing, Jill Wehunt, and analyst Mark Morse as they tackle a predictive analytics project to increase sales in the Mom & Baby unit of a nationally recognized retailer, PriceMart. Wehunt observed that in the midst of the chaos that surrounded... View Details
Keywords: Data Science; Analytics and Data Science; Analysis; Consumer Behavior; Forecasting and Prediction
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Datar, Srikant M., and Caitlin N. Bowler. "Predicting Purchasing Behavior at PriceMart (A)." Harvard Business School Case 119-025, August 2018. (Revised September 2018.)
  • 12 Jun 2018
  • First Look

New Research and Ideas, June 12, 2018

market explains just 1%. In addition, the real rate forecasts returns on volatile stocks, confirming our interpretation that changes in risk appetite drive the real rate. Increases in our measure of risk appetite are followed by a boom in... View Details
Keywords: Dina Gerdeman
  • 06 Jun 2017
  • First Look

First Look at New Research and Ideas: June 6, 2017

regulatory pathway, the biosimilars pathway, on the strategy of a major pharmaceutical firm that finds its largest product (60% of revenue) at risk. The case reviews the rationale for the pathway, the emerging biosimilars market entrants, and a series of adverse... View Details
Keywords: Sean Silverthorne
  • 01 Sep 2015
  • First Look

First Look -- September 1, 2015

contrast, standard factor-model-based proxies fail to exhibit predictive power internationally. We show analytically and empirically that the importance of ROE in forecasting returns depends on the quality of accounting information.... View Details
Keywords: Sean Silverthorne
  • 15 Apr 2014
  • First Look

First Look: April 15

between firms' CSR ratings and analysts' forecast errors, indicating that learning is unlikely to account for the observed shifts in recommendations. Publisher's link: http://papers.ssrn.com/sol3/papers.cfm?abstract_id=1507874 August 2013... View Details
Keywords: Sean Silverthorne
  • 24 Apr 2012
  • First Look

First Look: April 24

2012. The projections appeared contrary to Hayman Capital's views on Japan, where the fund had built a bearish position. Japan had the world's highest debt burden, whether expressed as a percentage of GDP or government revenue. Guided by recent global events, Bass... View Details
Keywords: Carmen Nobel
  • 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 2024
  • Case

ReSpo.Vision: The Kickstart of an AI Sports Revolution

By: Paul A. Gompers, Elena Corsi and Nikolina Jonsson
This case study explores the growth journey of Polish computer vision sports start-up ReSpo.Vision in an emerging entrepreneurial ecosystem. By providing 3D data and analysis to soccer clubs, ReSpo.Vision achieved significant milestones with a €1 million seed round, an... View Details
Keywords: Business Startups; Business Plan; Experience and Expertise; Talent and Talent Management; Decisions; Decision Choices and Conditions; Forecasting and Prediction; Entrepreneurship; Venture Capital; AI and Machine Learning; Analytics and Data Science; Applications and Software; Business Strategy; Sports Industry; Technology Industry; Poland; Europe
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Gompers, Paul A., Elena Corsi, and Nikolina Jonsson. "ReSpo.Vision: The Kickstart of an AI Sports Revolution." Harvard Business School Case 824-151, February 2024.
  • January 2021
  • Supplement

Aster DM Healthcare: Budget Exercise

By: V.G. Narayanan and Amy Klopfenstein
In April 2020, Alisha Moopen, Deputy Managing Director of Aster DM Healthcare, a network of clinics, hospitals, and pharmacies in the Middle East and India, must create her company’s budget for the 2021 fiscal year in light of the onset of Covid-19. The pandemic had... View Details
Keywords: Decision Making; Decisions; Forecasting and Prediction; Judgments; Decision Choices and Conditions; Cost vs Benefits; Finance; Borrowing and Debt; Financial Institutions; Banks and Banking; Financial Condition; Financial Liquidity; Accounting; Budgets and Budgeting; Management; Crisis Management; Health Pandemics; Health Industry; Asia; India; United Arab Emirates; Dubai
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Narayanan, V.G., and Amy Klopfenstein. "Aster DM Healthcare: Budget Exercise." Harvard Business School Spreadsheet Supplement 121-025, January 2021.
  • 26 Jun 2018
  • First Look

New Research and Ideas, June 26, 2018

valuation of volatile stocks, which we contend measures the economy’s risk appetite. Our novel proxy for risk appetite explains 41% of the variation in the one-year real rate since 1970, while the valuation of the aggregate stock market explains just 1%. In addition,... View Details
Keywords: Dina Gerdeman
  • April 21, 2023
  • Article

When Scenario Planning Fails

By: Kalle Heikkinen, William R. Kerr, Mika Malin, Panu Routila and Eemil Rupponen
How can organizations perform scenario planning when they are hit by shocks outside of leaders’ field of vision? Interviews with Nordic executives, who experienced both the Covid-19 pandemic and were in close proximity to Russia as the country invaded Ukraine, can... View Details
Keywords: Planning; Crisis Management; Organizational Structure; Forecasting and Prediction; System Shocks; Organizational Change and Adaptation
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Heikkinen, Kalle, William R. Kerr, Mika Malin, Panu Routila, and Eemil Rupponen. "When Scenario Planning Fails." Harvard Business Review Digital Articles (April 21, 2023).
  • February 2001
  • Case

ALWAYSi

By: Paul A. Gompers and Sergio Rattner
Anthony Soohoo, COO at ALWAYSi, an independent film distributor, is preparing projections for the company. Soohoo must decide which revenue streams the company should pursue. The firm is faced with a variety of attractive opportunities. View Details
Keywords: Forecasting and Prediction; Business Strategy; Revenue; Film Entertainment; Strategic Planning; Business Startups; Entertainment and Recreation Industry
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Gompers, Paul A., and Sergio Rattner. "ALWAYSi." Harvard Business School Case 201-075, February 2001.
  • March 2014 (Revised January 2025)
  • Case

Ukraine: On the Border of Europe and Eurasia

By: Rawi Abdelal, Rafael M. Di Tella, Sogomon Tarontsi and Lavinia Teodorescu
In the fall of 2013, the people of Ukraine disagreed passionately whether their country should intensify ties with the European Union or Russia. After President Yanukovych rejected the free trade agreement with the EU in November, thousands of Ukrainians peacefully... View Details
Keywords: Decision Making; Cost vs Benefits; Decision Choices and Conditions; Decisions; Forecasting and Prediction; Judgments; Geopolitical Units; Country; Globalization; Cross-Cultural and Cross-Border Issues; Global Strategy; Globalized Economies and Regions; Globalized Markets and Industries; Government and Politics; International Relations; National Security; Growth and Development; History; Europe; Ukraine; European Union; Russia
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Abdelal, Rawi, Rafael M. Di Tella, Sogomon Tarontsi, and Lavinia Teodorescu. "Ukraine: On the Border of Europe and Eurasia." Harvard Business School Case 714-042, March 2014. (Revised January 2025.)
  • 09 Sep 2008
  • First Look

First Look: September 9, 2008

contribute to understanding the contingent effects of policy on organizations and the rise of large corporations in the twentieth century. Download the paper: http://www.hbs.edu/research/pdf/09-025.pdf Over-reaction to Demand Changes Due to Subjective and Quantitative... View Details
Keywords: Sean Silverthorne
  • 25 Feb 2014
  • First Look

First Look: February 25

assess them optimistically. Furthermore, we find that more experienced analysts and higher-status brokerage houses are the first to shift the relation between CSR ratings and investment recommendation optimism. We find no significant link between firms' CSR ratings and... View Details
Keywords: Sean Silverthorne
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