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    • All HBS Web  (1,581)
      • Faculty Publications  (266)

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      • July–August 2013
      • Article

      A Joint Model of Usage and Churn in Contractual Settings

      By: Eva Ascarza and Bruce G.S. Hardie
      As firms become more customer-centric, concepts such as customer equity come to the fore. Any serious attempt to quantify customer equity requires modeling techniques that can provide accurate multiperiod forecasts of customer behavior. Although a number of researchers... View Details
      Keywords: Churn; Retention; Contractual Settings; Access Services; Hidden Markov Models; RFM; Latent Variable Models; Customer Value and Value Chain; Consumer Behavior
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      Ascarza, Eva, and Bruce G.S. Hardie. "A Joint Model of Usage and Churn in Contractual Settings." Marketing Science 32, no. 4 (July–August 2013): 570–590.
      • 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
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      Steenburgh, Thomas, and Jill Avery. Harvard Business Review's Go to Market Tools: Pricing for Profit. Tool. Harvard Business Review Press, 2013. Electronic.
      • 2013
      • Working Paper

      Non-Standard Matches and Charitable Giving

      By: Michael Sanders, Sarah Smith and Michael I. Norton
      Many organisations, including corporations and governments, wish to encourage charitable giving, and offer incentives for their employees, customers and citizens to do so. The most common of these incentives is a match rate, where the organisation agrees to pay, for... View Details
      Keywords: Motivation and Incentives; Organizational Culture; Philanthropy and Charitable Giving
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      Sanders, Michael, Sarah Smith, and Michael I. Norton. "Non-Standard Matches and Charitable Giving." Harvard Business School Working Paper, No. 13-094, May 2013.
      • 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
      Keywords: Quantitative Analysis; Tools; Go To Market Strategy; Marketing Strategy; Marketing
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      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.
      • 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.)
      • January 2013 (Revised August 2013)
      • Case

      First Solar: CFRA's Accounting Quality Concerns

      By: Suraj Srinivasan and Ian McKown Cornell
      The case relates to accounting quality analysis conducted by the leading research firm Center for Financial Research and Analysis (CFRA) on companies in the solar industry with a focus on First Solar Inc. In 2009, CFRA was concerned that First Solar, like much of the... View Details
      Keywords: Accounting; Accounting Quality; Financial Accounting; Financial Statement Analysis; Accounting Fraud; Accounting Red Flags; Accounting Scandal; Risk and Uncertainty; Quality; Earnings Management; Valuation; Crime and Corruption; Financial Statements; Energy Sources; Green Technology Industry; Accounting Industry; Energy Industry
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      Srinivasan, Suraj, and Ian McKown Cornell. "First Solar: CFRA's Accounting Quality Concerns." Harvard Business School Case 113-044, January 2013. (Revised August 2013.)
      • May 2012
      • Article

      Adding Bricks to Clicks: Predicting the Patterns of Cross-Channel Elasticities over Time

      By: Jill Avery, Thomas J. Steenburgh, John Deighton and Mary Caravella
      The authors propose a conceptual framework to explain whether and when the introduction of a new retail store channel helps or hurts sales in existing direct channels. A conceptual framework separates short- and long-term effects by analyzing the capabilities of a... View Details
      Keywords: Marketing; Channels; Channels Of Distribution; Distribution; Retailing; Channel Management; Channel Migration; Multichannel Retailing; Framework; Customers; Marketing Channels; Sales; Internet and the Web; Demand and Consumers; Competency and Skills; Distribution Channels; E-commerce; Retail Industry; United States
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      Avery, Jill, Thomas J. Steenburgh, John Deighton, and Mary Caravella. "Adding Bricks to Clicks: Predicting the Patterns of Cross-Channel Elasticities over Time." Journal of Marketing 76, no. 3 (May 2012): 96–111.
      • April 2012
      • Case

      Renesas Electronics and the Automotive Microcontroller Supply Chain (A)

      By: Willy Shih and Margaret Pierson
      The magnitude 9.0 earthquake that struck Japan in March 2011 caused extensive damage to Renesas Electronics wafer fabrication facility, a critical link in the global automotive supply chain. Many OEMs sole-sourced customized microprocessors from the fab, so its... View Details
      Keywords: Natural Disasters; Crisis Management; Supply Chain Management; Production; Strategy; Semiconductor Industry; Auto Industry; Japan
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      Shih, Willy, and Margaret Pierson. "Renesas Electronics and the Automotive Microcontroller Supply Chain (A)." Harvard Business School Case 612-071, April 2012.
      • April 2012
      • Article

      Bouncing Out of the Banking System: An Empirical Analysis of Involuntary Bank Account Closures

      By: Dennis Campbell, F. Asis Martinez-Jerez and Peter Tufano
      Using a new database, we document the factors that relate to the extent of involuntary consumer bank account closure resulting from excessive overdraft activity. Consumers who have accounts involuntarily closed for overdraft activity may have limited or no access to... View Details
      Keywords: Mathematical Methods; Customers; Social Issues; Outcome or Result; Budgets and Budgeting; Forecasting and Prediction; Competition; Banks and Banking; Policy; Personal Characteristics; Credit; Employment; United States
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      Campbell, Dennis, F. Asis Martinez-Jerez, and Peter Tufano. "Bouncing Out of the Banking System: An Empirical Analysis of Involuntary Bank Account Closures." Journal of Banking & Finance 36, no. 4 (April 2012): 1224–1235.
      • Article

      Market Heterogeneity and Local Capacity Decisions in Services

      By: Dennis Campbell and Frances X. Frei
      We empirically document factors that influence how local operating managers use discretion to balance the tradeoff between service capacity costs and customer sensitivity to service time. Our findings, using data from one of the largest financial services providers in... View Details
      Keywords: Customer Satisfaction; Cost; Standards; Service Delivery; Service Operations; Performance Capacity; Performance Productivity; Financial Services Industry; United States
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      Campbell, Dennis, and Frances X. Frei. "Market Heterogeneity and Local Capacity Decisions in Services." Manufacturing & Service Operations Management 13, no. 1 (Winter 2011): 2–19. (Lead Article.)
      • August 2011 (Revised November 2012)
      • Case

      Michael Lester at Lachlan Consulting

      By: Anthony J. Mayo and Joshua D. Margolis
      Michael Lester, a consultant with Lachlan, was frustrated by his client's unwillingness to provide key data for an important presentation. Lester must decide how best to confront Nadine Robert, his client, knowing that his personal success and the reputation of his... View Details
      Keywords: Outcome or Result; Training; Customer Focus and Relationships; Interpersonal Communication; Success; Reputation
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      Mayo, Anthony J., and Joshua D. Margolis. "Michael Lester at Lachlan Consulting." Harvard Business School Case 412-041, August 2011. (Revised November 2012.)
      • 2012
      • Book

      The Culture Cycle: How to Shape the Unseen Force That Transforms Performance

      By: James Heskett
      The contribution of culture to organizational performance is both substantial and quantifiable. This book presents the results of field research that demonstrates how an effective culture can account for up to half of the differential in performance between... View Details
      Keywords: Customer Focus and Relationships; Learning; Framework; Policy; Retention; Books; Analytics and Data Science; Innovation and Invention; Management Practices and Processes; Organizational Culture; Performance Expectations; Research
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      Heskett, James. The Culture Cycle: How to Shape the Unseen Force That Transforms Performance. Upper Saddle River, NJ: FT Press, 2012.
      • April 2011 (Revised May 2011)
      • Case

      EMC2: Delivering Customer Centricity

      By: Thomas Steenburgh and Jill Avery
      This case introduces the concept of customer centricity and traces its development at EMC, the world's leading data storage hardware and information management software company. EMC's customers had historically relied on EMC salespeople to guide them through the... View Details
      Keywords: Business Model; Interpersonal Communication; Customer Relationship Management; Knowledge Acquisition; Marketing Strategy; Organizational Change and Adaptation; Salesforce Management; Social and Collaborative Networks; Internet; Information Technology Industry
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      Steenburgh, Thomas, and Jill Avery. "EMC2: Delivering Customer Centricity." Harvard Business School Case 511-124, April 2011. (Revised May 2011.)
      • 2011
      • Working Paper

      The Impact of Forward-Looking Metrics on Employee Decision Making

      By: Pablo Casas-Arce, F. Asis Martinez-Jerez and V.G. Narayanan
      This paper analyzes the effects of providing forward-looking metrics on employee decision making. We use data from a southern European bank that, in April 2002, started providing its branch managers with customer lifetime value (CLV) information about mortgage... View Details
      Keywords: Customer Value and Value Chain; Decision Choices and Conditions; Mortgages; Employees; Information; Knowledge Use and Leverage; Service Delivery; Banking Industry; Europe
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      Casas-Arce, Pablo, F. Asis Martinez-Jerez, and V.G. Narayanan. "The Impact of Forward-Looking Metrics on Employee Decision Making." Working Paper, 2011.
      • February 2011
      • Supplement

      Dataset for "Slots, Tables, and All That Jazz: Managing Customer Profitability at the MGM Grand Hotel" (CW)

      By: Dennis Campbell and Francisco de Asis Martinez-Jerez
      Datasets of gaming and hotel customers to perform analysis for the case. View Details
      Keywords: Analytics and Data Science; Games, Gaming, and Gambling; Las Vegas
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      Campbell, Dennis, and Francisco de Asis Martinez-Jerez. Dataset for "Slots, Tables, and All That Jazz: Managing Customer Profitability at the MGM Grand Hotel" (CW). Harvard Business School Spreadsheet Supplement 111-711, February 2011.
      • September – October 2010
      • Article

      The Effect of Product Variety and Inventory Levels on Retail Sales: A Longitudinal Study

      By: Zeynep Ton and Ananth Raman
      We examine the effects of product variety and inventory levels on store sales. Using four years of data from stores of a large retailer, we show that increases in product variety and inventory levels are both associated with higher sales. We also show that increasing... View Details
      Keywords: Buildings and Facilities; Design; Logistics; Product; Quality; Sales; Retail Industry
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      Ton, Zeynep, and Ananth Raman. "The Effect of Product Variety and Inventory Levels on Retail Sales: A Longitudinal Study." Production and Operations Management 19, no. 5 (September–October 2010): 546–560.
      • 2010
      • Book

      The New Science of Retailing: How Analytics Are Transforming the Supply Chain and Improving Performance

      By: Marshall Fisher and Ananth Raman
      Retailers today are drowning in data but lacking in insight: They have huge volumes of information at their disposal. But they're unsure of how to sort through it and use it to make smart decisions. The result? They're struggling with profit-sapping supply chain... View Details
      Keywords: Profit; Knowledge Use and Leverage; Logistics; Supply Chain Management; Mathematical Methods; Retail Industry
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      Fisher, Marshall, and Ananth Raman. The New Science of Retailing: How Analytics Are Transforming the Supply Chain and Improving Performance. Harvard Business Press, 2010.
      • March 2010
      • Article

      I'll Have the Ice Cream Soon and the Vegetables Later: A Study of Online Grocery Purchases and Order Lead Time

      By: Katherine L. Milkman, Todd Rogers and Max Bazerman
      How do decisions made for tomorrow or two days in the future differ from decisions made for several days in the future? We use data from an online grocer to address this question. In general, we find that as the delay between order completion and delivery increases,... View Details
      Keywords: Time Management; Service Delivery; Internet and the Web; Decisions; Customers; Retail Industry
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      Milkman, Katherine L., Todd Rogers, and Max Bazerman. "I'll Have the Ice Cream Soon and the Vegetables Later: A Study of Online Grocery Purchases and Order Lead Time." Marketing Letters 21, no. 1 (March 2010): 17–35.
      • Article

      Local Industrial Conditions and Entrepreneurship: How Much of the Spatial Distribution Can We Explain?

      By: Edward L. Glaeser and William R. Kerr
      Why are some places more entrepreneurial than others? We use Census Bureau data to study local determinants of manufacturing startups across cities and industries. Demographics have limited explanatory power. Overall levels of local customers and suppliers are only... View Details
      Keywords: Business Startups; Entrepreneurship; Geographic Location; Employment; Market Entry and Exit; Supply Chain; Manufacturing Industry
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      Glaeser, Edward L., and William R. Kerr. "Local Industrial Conditions and Entrepreneurship: How Much of the Spatial Distribution Can We Explain?" Journal of Economics & Management Strategy 18, no. 3 (Fall 2009): 623–663.
      • July 2009 (Revised January 2014)
      • Case

      Alacra, Inc.

      By: Lynda M. Applegate and Aldo Sesia
      In 2009, the CEO of Alacra, a venture-backed information services firm that provides customized data primarily to financial services firms, must decide how to respond to the global economic crisis. View Details
      Keywords: Financial Crisis; Entrepreneurship; Crisis Management; Information Industry
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      Applegate, Lynda M., and Aldo Sesia. "Alacra, Inc." Harvard Business School Case 810-012, July 2009. (Revised January 2014.)
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