Publications

2013
Article

The Impact of Electronic Health Record Use on Physician Productivity

By: Julia Adler-Milstein and Robert S. Huckman

To examine the impact of the degree of electronic health record (EHR) use and delegation of EHR tasks on clinician productivity in ambulatory settings.
Study Design: We examined EHR use in primary care practices that implemented a web-based EHR from athenahealth... View Details

Keywords: Electronic Health Records; Health Care; Productivity; Healthcare IT; Information Technology; Performance Productivity; Health Care and Treatment; Health Industry

Article

Fast Generalized Subset Scan for Anomalous Pattern Detection

By: Edward McFowland III, Skyler Speakman and Daniel B. Neill

We propose Fast Generalized Subset Scan (FGSS), a new method for detecting anomalous patterns in general categorical data sets. We frame the pattern detection problem as a search over subsets of data records and attributes, maximizing a nonparametric scan statistic... View Details

Keywords: Pattern Detection; Anomaly Detection; Knowledge Discovery; Bayesian Networks; Scan Statistics; Analytics and Data Science

June 2013
Background Note

Venture Philanthropy: Its Evolution and Its Future

By: Allen Grossman, Sarah Appleby and Caitlin Reimers

This note explores the current state of venture philanthropy in the U.S. and its future. Based on interviews with 28 practitioners in the field of philanthropy and a review of the literature since the publication of the article introducing the concept of venture... View Details

Keywords: Philanthropy; Nonprofit; Social Institutions; Nonprofit Organizations; Social Entrepreneurship; Civil Society or Community; Philanthropy and Charitable Giving; United States

2013
Dissertation

Designing Freemium: A Model of Consumer Usage, Upgrade, and Referral Dynamics

By: Clarence Lee, Vineet Kumar and Sunil Gupta

Abstract. Over the past decade "freemium" (free + premium) has become the dominant business model among internet start-ups for its ability to acquire and monetize a large install-base with limited marketing resources. Freemium is a hybrid strategy where a firm offers... View Details

Keywords: Discrete-Continuous Choice Dynamic Structural Models; Bayesian Estimation; Word-of-Mouth; Digital Services; Freemium; Entrepreneurship; Business Model; Motivation and Incentives; Marketing Strategy; Internet and the Web; Consumer Behavior; Marketing Reference Programs; Business Startups

Summer 2013
Response

How Caesars Entertainment Is Betting on Sustainability: Response

By: Michael W. Toffel

One of the largest gaming companies in the world expanded its sustainability efforts using a scorecard to guide and goad managers. This response assesses Caesars Entertainment's CodeGreen scorecard, advocates a more comprehensive environmental assessment to target... View Details

Keywords: Games, Gaming, and Gambling; Entertainment; Energy; Energy Conservation; Buildings and Facilities; Goals and Objectives; Corporate Social Responsibility and Impact; Performance Evaluation; Entertainment and Recreation Industry

May 2013
Case

Wendy Peterson

By: Linda A. Hill and Alisa Zalosh

Wendy Peterson was recently promoted to Vice President of Sales at the Plano, Texas, office of AccountBack, an accounting software and services company. To penetrate a perceived market niche, Peterson hires Fred (Xing) Wu, whose familiarity with and access to Chinese... View Details

Keywords: Leadership; Conflict Management; Salesforce Management; Rank and Position; Performance Evaluation; Management Teams; Cross-Cultural and Cross-Border Issues; Accounting Industry; Texas

2014
Working Paper

Hidden Structure: Using Network Methods to Map System Architecture

By: Carliss Baldwin, Alan MacCormack and John Rusnak

In this paper, we describe an operational methodology for characterising the architecture of complex technical systems and demonstrate its application to a large sample of software releases. Our methodology is based upon directed network graphs, which allows us to... View Details

Keywords: Complexity; Applications and Software; Product Design

SSRN

May 2013
Article

Hybrid Innovation in Meiji Japan

By: Tom Nicholas

Japan's hybrid innovation system during the Meiji era of technological modernization provides a useful laboratory for examining the effectiveness of complementary mechanisms to patents. Patents were introduced in 1885, and by 1911, 1.2 million mostly non-pecuniary... View Details

Keywords: Prizes; Technological Innovation; System; Patents; Knowledge; Value; Cost vs Benefits; Factories, Labs, and Plants; Performance Effectiveness; Japan

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May 2013
Article

The Stock Selection and Performance of Buy-Side Analysts

By: Boris Groysberg, Paul Healy, George Serafeim and Devin Shanthikumar

Prior research on equity analysts focuses almost exclusively on those employed by sell-side investment banks and brokerage houses. Yet investment firms undertake their own buy-side research and their analysts face different stock selection and recommendation incentives... View Details

Keywords: Buy-side Analysts; Sell-side Analysts; Stock Recommendations; Recommendation Optimism; Recommendation Performance; Investment Recommendations; Conflicts Of Interest; Financial Markets; Financial Institutions; Financial Services Industry; United States

April 2013
Case

Southfield Packaging

By: Michael Beer and Alisa Zalosh

Southfield Packaging provides packaging materials and services to medical device manufacturers. The case examines the relationship between a corporate vice president, Mark Sanders, and one of his direct reports, Regional Manager Frank Belby. Sanders' preparation for... View Details

Keywords: Rank and Position; Performance Evaluation; Problems and Challenges; Management Teams; Medical Devices and Supplies Industry; Distribution Industry; Service Industry

April 2013
Case

Sterling Household Products Company

By: William E. Fruhan and Craig Stephenson

Sterling Household Products manufactures and markets a broad line of consumer goods from laundry soap and cosmetics to cleaning, disinfecting, and sanitizing products. The company has many highly regarded brand names and consistently reports impressive sales and... View Details

March 2013
Case

Massachusetts Financial Services (Abridged)

By: Brian J. Hall and Karen Huang

This case describes the compensation and performance evaluations at an investment management company. The senior management team of Massachusetts Financial Services (MFS) Investment Management was contemplating an introduction of hedge funds at the firm, but many... View Details

Keywords: Compensation; Incentives; Investment Management; Performance Measurement; Portfolio Management; Motivation and Incentives; Asset Management; Performance Evaluation; Compensation and Benefits; Financial Services Industry; Massachusetts

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

January 2013
Case

Luotang Power: Variances Explained

By: Robert Simons and Craig Chapman

The general manager of Luotang Power, a coal-fired power plant located in central China, reviews annual results before a meeting with the board of directors. He thought the company performed well during the year and both plant availability and fuel economy had improved... View Details

Keywords: China; Financial Statements; Management Accounting; Variance Analysis; Environmental Regulations; Incentives; Electric Power Generation; Contracts; Valuation; Energy Generation; Accounting; Performance Evaluation; Energy Industry; China

January 2013 (Revised March 2017)
Teaching Note

Luotang Power: Variances Explained (Brief Case)

By: Robert Simons and Craig Chapman

The primary objective is to explore the concepts of variance analysis in performance from one year to the next and the predictability of contracting counterparts to extract value from contract positions where they can. The general manager of a coal-fired power plant... View Details

Keywords: Variance Analysis; Strategy And Execution; Profitability Analysis; Management Control Systems; Contracts; Valuation; Energy Generation; Accounting; Performance Evaluation; China

2013
Book

Business Analysis and Valuation: Using Financial Statements, Text and Cases

By: Krishna G. Palepu and Paul M. Healy

This book provides a framework for business analysis and has been used by business schools throughout the world. It provides a foundation for analysis using four key steps: 1) Strategy analysis: Identifying a firm's strategy and understanding sources of its competitive... View Details

Keywords: Governance; Debt Securities; Valuation; Performance Evaluation; Financial Statements; Credit; Business Ventures; Strategy; Financial Condition; Mergers and Acquisitions; Forecasting and Prediction

August 2012
Article

Surviving the Global Financial Crisis: Foreign Ownership and Establishment Performance

By: Laura Alfaro and Maggie Chen

We examine the differential response of establishments to the recent global financial crisis with particular emphasis on the role of foreign ownership. Using a worldwide establishment panel dataset, we investigate how multinational subsidiaries around the world... View Details

Keywords: Globalization; Financial Crisis; Multinational Firms and Management; Analytics and Data Science; Business Subsidiaries; Production; Finance; Performance; Ownership

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December 2012
Background Note

Are Daily Deals Good for Merchants?

By: Sunil Gupta, Timothy Keiningham, Ray Weaver and Luke Williams

In the relatively short time since Groupon was founded, the response to "daily deals"—services that promote businesses by marketing deeply discounted, pre-paid vouchers to an online subscriber base—has by all accounts been spectacular. Our evaluation of daily deals is... View Details

Keywords: Marketing; Technology; Business Strategy; Digital; Marketing Strategy; Web Services Industry