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- April 2020 (Revised June 2022)
- Technical Note
Quantitative Analysis in Marketing
By: Sunil Gupta
Marketing is a combination of art and science that requires both qualitative and quantitative analysis to arrive at effective decisions. This note highlights how quantitative analysis can help in the following marketing decisions: estimating market size, determining... View Details
Gupta, Sunil. "Quantitative Analysis in Marketing." Harvard Business School Technical Note 520-091, April 2020. (Revised June 2022.)
- May 1984 (Revised September 1986)
- Background Note
Basic Quantitative Analysis for Marketing
By: Robert J. Dolan
Shows how to calculate and use the break-even volume in marketing decision making. View Details
Dolan, Robert J. "Basic Quantitative Analysis for Marketing." Harvard Business School Background Note 584-149, May 1984. (Revised September 1986.)
- March 2011
- Module Note
Quantitative Analysis of Competitive Position: Customer Demand and Willingness to Pay
By: David J. Collis
This note is designed to provide strategists with tools to perform two critical customer-related analyses: determining willingness to pay — the estimation of how much a given customer would be willing to pay for a particular product or service; and demand estimation —... View Details
Keywords: Price; Demand and Consumers; Competitive Advantage; Management Analysis, Tools, and Techniques; Market Participation; Segmentation
Collis, David J. "Quantitative Analysis of Competitive Position: Customer Demand and Willingness to Pay." Harvard Business School Module Note 711-495, March 2011.
- February 2018 (Revised June 2021)
- Case
New Constructs: Disrupting Fundamental Analysis with Robo-Analysts
By: Charles C.Y. Wang and Kyle Thomas
This case highlights the business challenges associated with a financial technology firm, New Constructs, that created a technology that can quickly parse complicated public firm financials to paint a clearer economic picture of firms, remove accounting distortions,... View Details
Keywords: Fundamental Analysis; Machine Learning; Robo-analysts; Financial Statements; Financial Reporting; Analysis; Information Technology; Accounting Industry; Financial Services Industry; Information Technology Industry; North America; Tennessee
Wang, Charles C.Y., and Kyle Thomas. "New Constructs: Disrupting Fundamental Analysis with Robo-Analysts." Harvard Business School Case 118-068, February 2018. (Revised June 2021.)
- 2013
- Chapter
The Empire of Emulation: A Quantitative Analysis of Economic Translations in the European World, 1500–1849
Reinert, Sophus A. "The Empire of Emulation: A Quantitative Analysis of Economic Translations in the European World, 1500–1849." In The Political Economy of Empire in the Early Modern World, edited by Sophus A. Reinert and Pernille Røge, 105–128. Palgrave Macmillan, 2013.
- March 2015
- Article
Business Model Evaluation: Quantifying Walmart's Sources of Advantage
By: Humberto Brea-Solís, Ramon Casadesus-Masanell and Emili Grifell-Tatjé
We develop an analytical framework on the basis of the economics of business performance to provide quantitative insight into the link between a firm's business model choices and its profit consequences. The method is applied to Walmart by building a qualitative... View Details
Keywords: Business Models; Quantitative Analysis; Walmart; Production Theory; Business Model; Competitive Advantage; Profit
Brea-Solís, Humberto, Ramon Casadesus-Masanell, and Emili Grifell-Tatjé. "Business Model Evaluation: Quantifying Walmart's Sources of Advantage." Strategic Entrepreneurship Journal 9, no. 1 (March 2015): 12–33.
- January 2009 (Revised June 2010)
- Case
Lyons Document Storage Corporation: Bond Math
By: William J. Bruns Jr.
In 2009 a recent MBA must analyze the possible refunding of bonds issued in 2000 when interest rates were much higher. She must consider the possible consequences of repurchasing company bonds outstanding using cash that might be obtained by issuing new bonds at a... View Details
Keywords: Financial Accounting; Quantitative Analysis; Securities; Debt Securities; Bonds; Cash Flow; Mathematical Methods; Accounting; Interest Rates
Bruns, William J., Jr. "Lyons Document Storage Corporation: Bond Math." Harvard Business School Brief Case 093-215, January 2009. (Revised June 2010.)
- 2013
- Tool
Harvard Business Review's Go to Market Tools: Market Sizing
By: Jill Avery and Thomas Steenburgh
Market size matters. On the hook to launch your division's next great product or service? Need to convince higher ups that your product will fit that gaping revenue hole—and is worth the team's scarce marketing and product development resources? You need hard data to... View Details
Avery, Jill, and Thomas Steenburgh. Harvard Business Review's Go to Market Tools: Market Sizing. Tool. Boston, MA, USA: Harvard Business Review Press, 2013. Electronic.
- Web
Teaching Quantitative Material - Christensen Center for Teaching & Learning
stumbling blocks or common errors might appear in class? What can students learn from them? What relevance does the analysis have—to the case, and more broadly, to the module and the course? How will I transition into and out of the View Details
- Teaching Interest
Economics
Instructor, Harvard Kennedy School of Government, MPA Mid-Career Summer Program View Details
- January 2009 (Revised June 2010)
- Teaching Note
Lyons Document Storage Corporation: Bond Math (Brief Case)
By: William J. Bruns Jr.
Teaching Note to 3215 View Details
- 2013
- Tool
Harvard Business Review's Go to Market Tools: Pricing for Profit
By: Thomas Steenburgh and Jill Avery
What price is right? Figuring out the best price for your product or service can be nerve-wracking. Your new product launch or marketing campaign's success—perhaps even your career advancement—may hinge on the price you choose. So how do you select a price that's... View Details
Keywords: Quantitative Analysis; Tools; Pricing; Profitability Analysis; Pricing Strategy; Marketing Strategy; Marketing
Steenburgh, Thomas, and Jill Avery. Harvard Business Review's Go to Market Tools: Pricing for Profit. Tool. Harvard Business Review Press, 2013. Electronic.
- January 2011
- Case
AIC Netbooks: Optimizing Product Assembly
By: Steven C. Wheelwright and Sunru Yong
AIC Systems, located in Taichung, Taiwan, is a manufacturer of printed circuit boards, primarily for motherboards and video cards for personal computers. The firm is considered an original design manufacturer (ODM) and takes an active role in innovating and designing... View Details
Keywords: Performance Management; Quantitative Analysis; Manufacturing; Production Planning; Production Management; Diversification; Production; Performance Efficiency; Product Design; Performance Improvement; Mobile Technology; Manufacturing Industry; Electronics Industry; Taiwan
Wheelwright, Steven C., and Sunru Yong. "AIC Netbooks: Optimizing Product Assembly." Harvard Business School Brief Case 114-245, January 2011.
- July 2008 (Revised May 2009)
- Case
The Springfield Nor'easters: Maximizing Revenues in the Minor Leagues
By: Frank V. Cespedes, Christopher H. Lovelock and Laura Winig
The marketing director of a new minor-league baseball team must design, conduct, and then interpret survey research to determine optimal ticket pricing that will yield large attendance figures and contribute to the owner's goal of breaking even in the first year of... View Details
Keywords: Market Research; Quantitative Analysis; Consumer Marketing; Pricing Strategy; Price; Marketing Strategy; Mathematical Methods; Product Launch; Sports; Sports Industry; Massachusetts
Cespedes, Frank V., Christopher H. Lovelock, and Laura Winig. "The Springfield Nor'easters: Maximizing Revenues in the Minor Leagues." Harvard Business School Brief Case 082-510, July 2008. (Revised May 2009.)
- 2014
- Working Paper
Non-Adherence in Health Care: A Positive and Normative Analysis
By: Mark Egan and Tomas J. Philipson
Non-adherence in health care results when a patient does not initiate or continue care that a provider has recommended. Previous research identifies non-adherence as a major source of waste in US health care, totaling approximately 2.3% of GDP, and have proposed a... View Details
Egan, Mark, and Tomas J. Philipson. "Non-Adherence in Health Care: A Positive and Normative Analysis." NBER Working Paper Series, No. 20330, July 2014. (Previously titled, "Health Care Adherence and Personalized Medicine.")
- January 2013
- Case
Brannigan Foods: Strategic Marketing Planning
By: John A. Quelch and James T. Kindley
The soup division at Brannigan Foods contributes over 40% of the firm's revenue. The general manager is concerned that the soup industry is declining and that the soup division shows declining profits and market share, especially among the important baby boomer... View Details
Keywords: United States; Consumer Marketing; Acquisitions; Forecasting; Quantitative Analysis; Risk Management; Decision Making; Budgeting; Supermarkets; Strategic Planning; Demand and Consumers; Marketing Strategy; Food; Resource Allocation; Acquisition; Product Development; Retail Industry; Food and Beverage Industry
Quelch, John A., and James T. Kindley. "Brannigan Foods: Strategic Marketing Planning." Harvard Business School Brief Case 913-545, January 2013.
- July 2008 (Revised May 2009)
- Teaching Note
The Springfield Nor'easters: Maximizing Revenues in the Minor Leagues (Brief Case)
By: Frank V. Cespedes, Christopher H. Lovelock and Laura Winig
Teaching Note for 2510 View Details
- May 2010
- Case
Flare Fragrances Company, Inc: Analyzing Growth Opportunities
By: John A. Quelch and Lisa D. Donovan
Flare Fragrances, a manufacturer of perfumes for women, faces a growth challenge in a difficult economic environment. CEO Joely Patterson outlines two growth opportunities for her marketing staff to evaluate. One involves launching a new scent -- and possibly... View Details
Keywords: Quantitative Analysis; Market Segmentation; Product Introduction; New Product Marketing; Product Lines; Product Positioning; Distribution; Product Launch; Segmentation; Growth and Development Strategy; Consumer Products Industry
Quelch, John A., and Lisa D. Donovan. "Flare Fragrances Company, Inc: Analyzing Growth Opportunities." Harvard Business School Brief Case 104-550, May 2010.
- 16 Aug 2010
- Lessons from the Classroom
HBS Introduces Marketing Analysis Tools for Managers
outside the classroom? A: The marketing analysis toolkits were designed to provide a quantitative foundation for analyzing marketing decisions and an analytical structure and process for completing a... View Details
Keywords: by Sarah Jane Gilbert