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      • 2018
      • Working Paper

      How Scheduling Can Bias Quality Assessment: Evidence from Food Safety Inspections

      By: Maria Ibanez and Michael W. Toffel
      Many production processes are subject to inspection to ensure they meet quality, safety, and environmental standards imposed by companies and regulators. Inspection accuracy is critical to inspections being a useful input to assessing risks, allocating quality... View Details
      Keywords: Assessment; Bias; Inspection; Scheduling; Econometric Analysis; Empirical Research; Regulation; Health; Food; Safety; Quality; Performance Consistency; Performance Evaluation; Food and Beverage Industry; Service Industry
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      Ibanez, Maria, and Michael W. Toffel. "How Scheduling Can Bias Quality Assessment: Evidence from Food Safety Inspections." Harvard Business School Working Paper, No. 17-090, April 2017. (Revised October 2018. Formerly titled "Assessing the Quality of Quality Assessment: The Role of Scheduling". Featured in Forbes, Food Safety Magazine, and Food Safety News.)
      • November 2016
      • Case

      ShotSpotter

      By: Mitchell Weiss and Sarah McAra
      SST, Inc. offered a subscription-based gunfire detection service, ShotSpotter Flex, to cities across the United States in addition to a few abroad. Over its 20-year history, SST had mostly honed a reliable business-to-government sales model, and the company had been... View Details
      Keywords: ShotSpotter; SST; Internet Of Things; IoT; Smart Cities; Public Entrepreneurship; Enterprise Sales; Scaling And Growth; Government; Public Sector; Innovation; Ralph Clark; Entrepreneurship; Sales; Innovation and Invention; Public Administration Industry; California; United States
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      Weiss, Mitchell, and Sarah McAra. "ShotSpotter." Harvard Business School Case 817-034, November 2016.
      • July–August 2016
      • Article

      How to Negotiate with a Liar

      By: Leslie John
      People, including negotiators, lie every day, so when you're trying to make a deal, it's important to defend against deception. The best strategy, says the author, is to focus not on detecting lies but on preventing them. She outlines five tactics that research has... View Details
      Keywords: Negotiation Tactics; Negotiation Participants
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      John, Leslie. "How to Negotiate with a Liar." Harvard Business Review 94, nos. 7-8 (July–August 2016): 114–117.
      • June 2016
      • Article

      Detecting Figures and Part Labels in Patents: Competition-based Development of Graphics Recognition Algorithms

      By: Christoph Riedl, Richard Zanibbi, Marti A. Hearst, Siyu Zhu, Michael Menietti, Jason Crusan, Ivan Metelsky and Karim R. Lakhani
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      Riedl, Christoph, Richard Zanibbi, Marti A. Hearst, Siyu Zhu, Michael Menietti, Jason Crusan, Ivan Metelsky, and Karim R. Lakhani. "Detecting Figures and Part Labels in Patents: Competition-based Development of Graphics Recognition Algorithms." International Journal on Document Analysis and Recognition (IJDAR) 19, no. 2 (June 2016): 155–172.
      • February 2016 (Revised September 2017)
      • Case

      Neurotrack and the Alzheimer's Puzzle

      By: Richard G. Hamermesh, Liz Kind and Carin-Isabel Knoop
      Elli Kaplan founded Neurotrack in 2012 with a breakthrough noninvasive cognitive diagnostics test that will detect Alzheimer's disease in its earliest pre-symptomatic stages. While the company has gained great traction in the three years since it was started, with no... View Details
      Keywords: Alzheimer's Disease; Diagnostics; Healthcare; Entrepreneurship; Health Disorders; Science-Based Business; Business Model; Medical Devices and Supplies Industry; United States
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      Hamermesh, Richard G., Liz Kind, and Carin-Isabel Knoop. "Neurotrack and the Alzheimer's Puzzle." Harvard Business School Case 816-072, February 2016. (Revised September 2017.)
      • 2016
      • Article

      Penalized Fast Subset Scanning

      By: Skyler Speakman, Sriram Somanchi, Edward McFowland III and Daniel B. Neill
      We present the penalized fast subset scan (PFSS), a new and general framework for scalable and accurate pattern detection. PFSS enables exact and efficient identification of the most anomalous subsets of the data, as measured by a likelihood ratio scan statistic.... View Details
      Keywords: Disease Surveillance; Likelihood Ratio Statistic; Pattern Detection; Scan Statistic; Mathematical Methods
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      Speakman, Skyler, Sriram Somanchi, Edward McFowland III, and Daniel B. Neill. "Penalized Fast Subset Scanning." Journal of Computational and Graphical Statistics 25, no. 2 (2016): 382–404. (Selected for “Best of JCGS” invited session by the journal’s editor in chief.)
      • 2015
      • Article

      Testing Strategy with Multiple Performance Measures: Evidence from a Balanced Scorecard at Store24

      By: Dennis Campbell, Srikant M. Datar, Susan L. Kulp and V.G. Narayanan
      We analyze balanced scorecard data from a convenience store chain, Store24, during the implementation of an innovative, but ultimately unsuccessful, strategy. Quarterly strategic reviews, based in part on the firm's balanced scorecard, led executives at Store24 to... View Details
      Keywords: Balanced Scorecard; Business Strategy; Retail Industry
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      Campbell, Dennis, Srikant M. Datar, Susan L. Kulp, and V.G. Narayanan. "Testing Strategy with Multiple Performance Measures: Evidence from a Balanced Scorecard at Store24." Journal of Management Accounting Research 27, no. 2 (2015): 39–65.
      • May 2015
      • Article

      Admitting Mistakes: Home Country Effect on the Reliability of Restatement Reporting

      By: Suraj Srinivasan, Aida Sijamic Wahid and Gwen Yu
      We study the frequency of restatements by foreign firms listed on U.S. exchanges. We find that the restatement rate of U.S. listed foreign firms is significantly lower than that of comparable U.S. firms and that the difference depends on the firm's home country... View Details
      Keywords: Accounting Restatements; Home Country Enforcement; Earnings Management; Globalized Firms and Management; Law; Financial Reporting; Financial Markets; Cross-Cultural and Cross-Border Issues
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      Srinivasan, Suraj, Aida Sijamic Wahid, and Gwen Yu. "Admitting Mistakes: Home Country Effect on the Reliability of Restatement Reporting." Accounting Review 90, no. 3 (May 2015): 1201–1240.
      • 2015
      • Article

      Scalable Detection of Anomalous Patterns With Connectivity Constraints

      By: Skyler Speakman, Edward McFowland III and Daniel B. Neill
      We present GraphScan, a novel method for detecting arbitrarily shaped connected clusters in graph or network data. Given a graph structure, data observed at each node, and a score function defining the anomalousness of a set of nodes, GraphScan can efficiently and... View Details
      Keywords: Biosurveillance; Event Detection; Graph Mining; Scan Statistics; Spatial Scan Statistic
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      Speakman, Skyler, Edward McFowland III, and Daniel B. Neill. "Scalable Detection of Anomalous Patterns With Connectivity Constraints." Journal of Computational and Graphical Statistics 24, no. 4 (2015): 1014–1033.
      • 2014
      • Article

      Attentional Rhythm: A Temporal Analogue of Object-Based Attention

      By: Julian De Freitas, Brandon Liverence and Brian J. Scholl
      The underlying units of attention are often discrete visual objects. Perhaps the clearest form of evidence for this is the same-object advantage: Following a spatial cue, responses are faster to probes occurring on the same object than they are to probes occurring on... View Details
      Keywords: Object-based Attention; Rhythm; Music Perception; Auditory Perception
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      De Freitas, Julian, Brandon Liverence, and Brian J. Scholl. "Attentional Rhythm: A Temporal Analogue of Object-Based Attention." Journal of Experimental Psychology: General 143, no. 1 (February 2014): 71–76.
      • 2014
      • Article

      Prosocial Spending and Happiness: Using Money to Benefit Others Pays Off

      By: Elizabeth W. Dunn, Lara B. Aknin and Michael I. Norton
      While a great deal of research has shown that people with more money are somewhat happier than people with less money, our research demonstrates that how people spend their money also matters for their happiness. In particular, both correlational and... View Details
      Keywords: Prosocial Spending; Well-being; Happiness; Money; Spending; Welfare; Philanthropy and Charitable Giving
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      Dunn, Elizabeth W., Lara B. Aknin, and Michael I. Norton. "Prosocial Spending and Happiness: Using Money to Benefit Others Pays Off." Current Directions in Psychological Science 23, no. 1 (February 2014): 41–47.
      • 2014
      • Working Paper

      Firm Competitiveness and Detection of Bribery

      By: George Serafeim
      Using survey data from firms around the world I analyze how detection of bribery has impacted a firm's competitiveness over the past year. Managers report that the most significant impact was on employee morale, followed by business relations, and then reputation and... View Details
      Keywords: Competitiveness; Corruption; Bribery; Employee Engagement; Reputation; Regulation; Competition; Crime and Corruption; Ethics; Performance
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      Serafeim, George. "Firm Competitiveness and Detection of Bribery." Harvard Business School Working Paper, No. 14-012, July 2013. (Revised February 2014, April 2014.)
      • July 2013 (Revised August 2017)
      • Case

      TaKaDu

      By: Elie Ofek and Matthew Preble
      In December 2012, Amir Peleg, founder and CEO of TaKaDu, reflected on how to position his young firm for the next fiscal year and beyond. The small Israeli startup had developed an innovative software system that used patented algorithms and statistical analysis to... View Details
      Keywords: Innovation; Customer Selection; Business Marketing; High-tech Marketing; Enterprise Resource Planning; Water Resources; Water Management; Utilities; Product Positioning; Expansion; Resource Allocation; Applications and Software; Entrepreneurship; Business Startups; Business Strategy; Innovation and Invention; Growth and Development Strategy; Utilities Industry; Australia; Israel
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      Ofek, Elie, and Matthew Preble. "TaKaDu." Harvard Business School Case 514-011, July 2013. (Revised August 2017.)
      • 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
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      McFowland III, Edward, Skyler Speakman, and Daniel B. Neill. "Fast Generalized Subset Scan for Anomalous Pattern Detection." Art. 12. Journal of Machine Learning Research 14 (2013): 1533–1561.
      • Article

      Fast Subset Scan for Multivariate Spatial Biosurveillance

      By: Daniel B. Neill, Edward McFowland III and Huanian Zheng
      We present new subset scan methods for multivariate event detection in massive space-time datasets. We extend the recently proposed 'fast subset scan' framework from univariate to multivariate data, enabling computationally efficient detection of irregular space-time... View Details
      Keywords: Algorithms; Disease Surveillance; Event Detection; Scan Statistics; Spatial Scan
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      Neill, Daniel B., Edward McFowland III, and Huanian Zheng. "Fast Subset Scan for Multivariate Spatial Biosurveillance." Statistics in Medicine 32, no. 13 (June 15, 2013): 2185–2208.
      • April 2013
      • Article

      An fMRI Investigation of Racial Paralysis

      By: Michael I. Norton, Malia F. Mason, Joseph A. Vandello, Andrew Biga and Rebecca Dyer
      We explore the existence and underlying neural mechanism of a new norm endorsed by both black and white Americans for managing interracial interactions: "racial paralysis," the tendency to opt out of decisions involving members of different races. We show that people... View Details
      Keywords: Behavior; Race; Judgments; Decision Choices and Conditions; Personal Characteristics; United States
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      Norton, Michael I., Malia F. Mason, Joseph A. Vandello, Andrew Biga, and Rebecca Dyer. "An fMRI Investigation of Racial Paralysis." Social Cognitive and Affective Neuroscience 8, no. 4 (April 2013): 387–393.
      • December 2012
      • Article

      Inducement Prizes and Innovation

      By: Liam Brunt, Josh Lerner and Tom Nicholas
      We examine the effect of prizes on innovation using data on awards for technological development offered by the Royal Agricultural Society of England at annual competitions between 1839 and 1939. We find that the effects of prizes on competitive entry are large, and we... View Details
      Keywords: Motivation and Incentives; Patents; Innovation and Invention; Information Technology; Growth and Development; England
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      Brunt, Liam, Josh Lerner, and Tom Nicholas. "Inducement Prizes and Innovation." Journal of Industrial Economics 60, no. 4 (December 2012): 657–696.
      • May 18, 2012
      • Article

      Randomized Government Safety Inspections Reduce Worker Injuries with No Detectable Job Loss

      By: David I Levine, Michael W. Toffel and Matthew S. Johnson
      Controversy surrounds occupational health and safety regulators, with some observers claiming that workplace regulations damage firms' competitiveness and destroy jobs and others arguing that they make workplaces safer at little cost to employers and employees. We... View Details
      Keywords: Regulation; Occupational Safety; Evaluation; Regression; Matching; Difference In Differences; Safety; Health; Working Conditions; Governing Rules, Regulations, and Reforms; Competitive Advantage; Performance; Manufacturing Industry; California
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      Levine, David I., Michael W. Toffel, and Matthew S. Johnson. "Randomized Government Safety Inspections Reduce Worker Injuries with No Detectable Job Loss." Science 336, no. 6083 (May 18, 2012): 907–911. (Online supplement (appendix). Featured in an article by the head of US OSHA, and in U.S. News & World Report and many other news outlets. Basis of U.S. Congressional testimony on promoting safe workplaces.)
      • Article

      Deception and Its Detection: Effects of Monetary Incentives and Personal Relationship History

      By: Lyn M. Van Swol, Deepak Malhotra and Michael T. Braun
      The study examined detection of deception in unsanctioned, consequential lies between either friends or strangers using an ultimatum game. The sender was given an amount of money to divide with the receiver. The receiver did not know the precise amount the sender had... View Details
      Keywords: Motivation and Incentives; Money; Ethics; Relationships
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      Van Swol, Lyn M., Deepak Malhotra, and Michael T. Braun. "Deception and Its Detection: Effects of Monetary Incentives and Personal Relationship History." Communication Research 39, no. 2 (April 2012): 217–238.
      • May 2011
      • Article

      Race at the Top: How Companies Shape the Inclusion of African Americans on Their Boards in Response to Institutional Pressures

      By: Clayton S. Rose and William T. Bielby
      Drawing on institutionalist theory, we conceptualize the racial composition of the boards of directors of large American companies as shaped in response to social and political norms. We use new longitudinal and cross-sectional data to test hypotheses about factors... View Details
      Keywords: Leadership; Governing and Advisory Boards; Race; Mathematical Methods; Government and Politics; Public Ownership; United States
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      Rose, Clayton S., and William T. Bielby. "Race at the Top: How Companies Shape the Inclusion of African Americans on Their Boards in Response to Institutional Pressures." Social Science Research 40, no. 3 (May 2011): 841–859.
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