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All HBS Web
(116,021)
- Faculty Publications (145)
- 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...
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Keywords:
Data Science;
Analytics and Data Science;
Analysis;
Consumer Behavior;
Forecasting and Prediction
Datar, Srikant M., and Caitlin N. Bowler. "Predicting Purchasing Behavior at PriceMart (A)." Harvard Business School Case 119-025, August 2018. (Revised September 2018.)
- August 2018 (Revised September 2018)
- Supplement
Predicting Purchasing Behavior at PriceMart (B)
By: Srikant M. Datar and Caitlin N. Bowler
Supplements the (A) case. In this case, Wehunt and Morse are concerned about the logistic regression model overfitting to the training data, so they explore two methods for reducing the sensitivity of the model to the data by regularizing the coefficients of the...
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Keywords:
Data Science;
Analytics and Data Science;
Analysis;
Customers;
Household;
Forecasting and Prediction
Datar, Srikant M., and Caitlin N. Bowler. "Predicting Purchasing Behavior at PriceMart (B)." Harvard Business School Supplement 119-026, August 2018. (Revised September 2018.)
- August 2018 (Revised April 2019)
- Case
Chateau Winery (A): Unsupervised Learning
By: Srikant M. Datar and Caitlin N. Bowler
This case follows Bill Booth, marketing manager of a regional wine distributor, as he applies unsupervised learning on data about his customers’ purchases to better understand their preferences. Specifically, he uses the K-means clustering technique to identify groups...
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Datar, Srikant M., and Caitlin N. Bowler. "Chateau Winery (A): Unsupervised Learning." Harvard Business School Case 119-023, August 2018. (Revised April 2019.)
- August 2018 (Revised April 2019)
- Supplement
Chateau Winery (B): Supervised Learning
By: Srikant M. Datar and Caitlin N. Bowler
This case builds directly on “Chateau Winery (A).” In this case, Bill Booth, marketing manager of a regional wine distributor, shifts to supervised learning techniques to try to predict which deals he should offer to customers based on the purchasing behavior of those...
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Datar, Srikant M., and Caitlin N. Bowler. "Chateau Winery (B): Supervised Learning." Harvard Business School Supplement 119-024, August 2018. (Revised April 2019.)
- August 2018 (Revised September 2018)
- Case
LendingClub (A): Data Analytic Thinking (Abridged)
By: Srikant M. Datar and Caitlin N. Bowler
LendingClub was founded in 2006 as an alternative, peer-to-peer lending model to connect individual borrowers to individual investor-lenders through an online platform. Since 2014 the company has worked with institutional investors at scale. While the company assigns...
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Keywords:
Data Science;
Data Analytics;
Investing;
Loans;
Investment;
Financing and Loans;
Analytics and Data Science;
Analysis;
Forecasting and Prediction;
Business Model
Datar, Srikant M., and Caitlin N. Bowler. "LendingClub (A): Data Analytic Thinking (Abridged)." Harvard Business School Case 119-020, August 2018. (Revised September 2018.)
- August 2018 (Revised September 2018)
- Supplement
LendingClub (B): Decision Trees & Random Forests
By: Srikant M. Datar and Caitlin N. Bowler
This case builds directly on the LendingClub (A) case. In this case students follow Emily Figel as she builds two tree-based models using historical LendingClub data to predict, with some probability, whether borrower will repay or default on his loan.
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Keywords:
Data Science;
Data Analytics;
Decision Trees;
Investment;
Financing and Loans;
Analytics and Data Science;
Analysis;
Forecasting and Prediction
Datar, Srikant M., and Caitlin N. Bowler. "LendingClub (B): Decision Trees & Random Forests." Harvard Business School Supplement 119-021, August 2018. (Revised September 2018.)
- August 2018 (Revised September 2018)
- Supplement
LendingClub (C): Gradient Boosting & Payoff Matrix
By: Srikant M. Datar and Caitlin N. Bowler
This case builds directly on the LendingClub (A) and (B) cases. In this case students follow Emily Figel as she builds an even more sophisticated model using the gradient boosted tree method to predict, with some probability, whether a borrower would repay or default...
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Keywords:
Data Analytics;
Data Science;
Investment;
Financing and Loans;
Analytics and Data Science;
Analysis;
Forecasting and Prediction
Datar, Srikant M., and Caitlin N. Bowler. "LendingClub (C): Gradient Boosting & Payoff Matrix." Harvard Business School Supplement 119-022, August 2018. (Revised September 2018.)
- June 2018 (Revised January 2019)
- Background Note
Visualizing Data & Effective Communication
By: Srikant M. Datar and Caitlin N. Bowler
This note explores three specific ways an analyst can use visualization. Section 1 considers visualization to explore data. Section 2 discusses visualization as a tool for developing a deeper understanding of trends and phenomena encoded in the data. Section 3...
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Keywords:
Data Visualization;
Graphical Guidelines;
Charts;
Analytics and Data Science;
Communication
Datar, Srikant M., and Caitlin N. Bowler. "Visualizing Data & Effective Communication." Harvard Business School Background Note 118-114, June 2018. (Revised January 2019.)
- June 2018 (Revised November 2018)
- Case
Innovation at Insigne Health
By: Srikant M. Datar, Linda A. Cyr and Caitlin N. Bowler
Insigne Health is a fictional for-profit, integrated health insurer/health care provider whose leadership believes that by shifting members’ focus from “sickness” to “well-being” it could increase the overall health of its insured population and decrease the resources...
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Keywords:
Design Thinking;
Behavior Change;
Chronic Disease;
Health Care;
Health Care and Treatment;
Design;
Behavior;
Change;
Innovation and Management
Datar, Srikant M., Linda A. Cyr, and Caitlin N. Bowler. "Innovation at Insigne Health." Harvard Business School Case 118-042, June 2018. (Revised November 2018.)
- May 2018
- Exercise
Data Visualization & Communication Exercise
By: Srikant M. Datar and Caitlin N. Bowler
This exercise uses the 1986 Challenger shuttle disaster to explore the relationship between data visualization, effective communication, and decision-making. Students review and analyze excerpts from the 13 charts engineers presented to NASA executives the night before...
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Keywords:
Visualization;
Data;
Analytics and Data Science;
Communication;
Performance Effectiveness;
Decision Making;
Analysis
Datar, Srikant M., and Caitlin N. Bowler. "Data Visualization & Communication Exercise." Harvard Business School Exercise 118-107, May 2018.
- May 2018 (Revised June 2018)
- Teaching Note
BMVSS: Changing Lives
By: Srikant Datar, Caitlin Bowler and Saloni Chaturvedi
Teaching Note for HBS Nos. 114-007 and 115-009.
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- 2018
- Book
Horngren's Cost Accounting: A Managerial Emphasis
By: Srikant M. Datar and Madhav Rajan
Horngren’s Cost Accounting defines the cost accounting market and continues to innovate today by consistently integrating the most current practice and theory into the text. This acclaimed, market-leading text emphasizes the basic theme of “different costs for...
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Datar, Srikant M., and Madhav Rajan. Horngren's Cost Accounting: A Managerial Emphasis. 16th ed. Pearson Education, 2018.
- November 2017 (Revised July 2018)
- Case
Royal Philips: Designing Toward Profound Change
By: Srikant M. Datar, Rajiv Lal and Caitlin N. Bowler
This case explores Royal Philips CEO Frans van Houten's bold use of design research to inform a critical strategic decision: Should Philips leave its storied lighting business behind in favor of complete focus on health technology and consumer lifestyle products?...
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Keywords:
Design Research;
Health Technology;
Innovation;
Design;
Research;
Decision Choices and Conditions;
Strategy;
Organizational Change and Adaptation;
Transformation
Datar, Srikant M., Rajiv Lal, and Caitlin N. Bowler. "Royal Philips: Designing Toward Profound Change." Harvard Business School Case 118-017, November 2017. (Revised July 2018.)
- October 2017 (Revised July 2018)
- Case
Data Science at Target
By: Srikant M. Datar and Caitlin N. Bowler
Paritosh Desai joined Target.com in 2013 as VP of Business Intelligence, Analytics & Testing to explore how the retailer could use its relatively small but thriving e-commerce arm to drive sales and win customers. The case explores the technological and organizational...
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Keywords:
Data Science;
Analytics and Data Science;
Organizational Change and Adaptation;
Competitive Strategy;
Problems and Challenges;
Innovation Leadership
Datar, Srikant M., and Caitlin N. Bowler. "Data Science at Target." Harvard Business School Case 118-016, October 2017. (Revised July 2018.)
- September 2017 (Revised January 2018)
- Case
Innovation at Parker Hotels
By: Srikant M. Datar and Caitlin Bowler
In this case students explore challenges changing demographics and preference pose to global hotel brands. Students then use human-centered design tools to generate concepts hoteliers might embrace to win over Millennials who tend to seek out local over global options.
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- August 2017 (Revised December 2018)
- Case
Tamarin App: Natural Language Processing
By: Srikant M. Datar and Caitlin N. Bowler
In this case, students explore the challenges of using sentiment analysis to monitor and understand public perception around a software application, Tamarin SEO App. Technical topics include building a filtering classifier using naive Bayes and sentiment analysis This...
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Keywords:
Data Science;
Branding;
Data Analytics;
Analytics and Data Science;
Brands and Branding;
Analysis;
Perception;
Planning
Datar, Srikant M., and Caitlin N. Bowler. "Tamarin App: Natural Language Processing." Harvard Business School Case 118-015, August 2017. (Revised December 2018.)
- August 2017 (Revised August 2018)
- Case
Busbud: Building a Data Company
By: Srikant M. Datar, Alistair Croll and Caitlin N. Bowler
The case features the work of LP Maurice (HBS '08) as he decides to take on the fragmented bus travel industry and launch an online business that aggregates and shares bus schedules for routes around the world. His first challenge: finding that the data he needs is...
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Keywords:
Data Science;
Analytics and Data Science;
Business Startups;
Knowledge Acquisition;
Customers;
Measurement and Metrics;
Transportation Industry
Datar, Srikant M., Alistair Croll, and Caitlin N. Bowler. "Busbud: Building a Data Company." Harvard Business School Case 118-011, August 2017. (Revised August 2018.)
- August 2017 (Revised August 2018)
- Case
The Oakland Athletics: Strategy & Metrics for a Budget
By: Srikant M. Datar and Caitlin N. Bowler
This case considers Oakland Athletics General Manager Billy Beane’s data driven and, in baseball circles unconventional, approach to winning games over the duration of the long Major League Baseball season. Beane’s critical approach to crafting strategy within his...
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Keywords:
Data Analysis;
Metrics;
Data Science;
Analytics and Data Science;
Analysis;
Measurement and Metrics;
Competitive Strategy;
Organizational Culture;
Sports Industry
Datar, Srikant M., and Caitlin N. Bowler. "The Oakland Athletics: Strategy & Metrics for a Budget." Harvard Business School Case 118-010, August 2017. (Revised August 2018.)
- May 2016
- Case
Revitalizing State Bank of India
By: Srikant M. Datar, N. M. Bhatta, Rishikesha T. Krishnan and Rachna Tahilyani
State Bank of India is India’s oldest and largest bank with the government of India as its majority shareholder. Arundhati Bhattacharya, a 35-year veteran of the bank, is appointed as its chairman in October 2013. Her appointment coincides with Moody’s downgrading the...
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Keywords:
Change Management;
Transformation;
Communication Strategy;
Leadership Style;
Organizational Culture;
Organizational Change And Adaptation;
Performance Evaluation;
Culture;
Corporate Social Responsibility And Impact;
Human Resources;
Employees;
Compensation And Benefits;
Recruiting;
Capital Markets;
Performance Expectations;
Financial Services Industry;
Asia;
India
Datar, Srikant M., N. M. Bhatta, Rishikesha T. Krishnan, and Rachna Tahilyani. "Revitalizing State Bank of India." Harvard Business School Case 116-043, May 2016.
- 2015
- Chapter
Design Thinking and Innovative Problem Solving
By: Srikant Datar and Caitlin N. Bowler
In 2012 we set out to answer two key questions. Can anyone, including MBAs and executives with superb analytical skills, learn to think more innovatively? If so, how might we go about developing these skills? Through close collaboration with individuals from major...
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Keywords:
Design Thinking;
Problem Solving;
Innovation;
Design;
Innovation and Invention;
Cognition and Thinking
Datar, Srikant, and Caitlin N. Bowler. "Design Thinking and Innovative Problem Solving." Chap. 7 in Shaping Entrepreneurial Mindsets: Innovation and Entrepreneurship in Leadership Development, edited by Jordi Canals, 119–138. London: Palgrave Macmillan, 2015.