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- March 2021
- Supplement
Artea (A), (B), (C), and (D): Designing Targeting Strategies
By: Eva Ascarza and Ayelet Israeli
Power Point Supplement to Teaching Note for HBS No. 521-021,521-022,521-037,521-043. This collection of exercises aims to teach students about 1)Targeting Policies; and 2)Algorithmic bias in marketing—implications, causes, and possible solutions. Part (A) focuses on...
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- February 2021 (Revised April 2021)
- Case
Marvin: A Personalized Telehealth Approach to Mental Health
By: Regina E. Herzlinger, Thomas Arsenault, Julia Kelley, Carin-Isabel Knoop, Andrew Nguyen and Eshani Sharma
More than one third of Americans were said to suffer some type of behavioral health ailment at some point in their lifetime, with many people requiring chronic therapy or intervention. Despite significant clinical needs, access to reliable treatment has been difficult...
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- September 2020 (Revised March 2021)
- Exercise
Artea: Designing Targeting Strategies
By: Eva Ascarza and Ayelet Israeli
This collection of exercises aims to teach students about 1)Targeting Policies; and 2)Algorithmic bias in marketing—implications, causes, and possible solutions. Part (A) focuses on A/B testing analysis and targeting. Parts (B),(C),(D) Introduce algorithmic bias. The...
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Keywords:
Algorithmic Data;
Race And Ethnicity;
Experimentation;
Promotion;
"marketing Analytics";
Marketing And Society;
Big Data;
Privacy;
Data-driven Management;
Data Analytics;
Data Analysis;
E-commerce;
E-commerce Strategy;
Discrimination;
Targeted Advertising;
Targeted Policies;
Targeting;
Pricing Algorithms;
A/b Testing;
Ethical Decision Making;
Customer Base Analysis;
Customer Heterogeneity;
Coupons;
Marketing;
Race;
Gender;
Diversity;
Customer Relationship Management;
Marketing Communications;
Advertising;
Decision Making;
Ethics;
Retail Industry;
Apparel and Accessories Industry;
United States
Ascarza, Eva, and Ayelet Israeli. "Artea: Designing Targeting Strategies." Harvard Business School Exercise 521-021, September 2020. (Revised March 2021.)
- September 2020
- Exercise
Artea (B): Including Customer-level Demographic Data
By: Eva Ascarza and Ayelet Israeli
This collection of exercises aims to teach students about 1)Targeting Policies; and 2)Algorithmic bias in marketing—implications, causes, and possible solutions. Part (A) focuses on A/B testing analysis and targeting. Parts (B),(C),(D) Introduce algorithmic bias. The...
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Keywords:
Race;
Gender;
Marketing;
Diversity;
Customer Relationship Management;
Demographics;
Prejudice and Bias;
Retail Industry;
Apparel and Accessories Industry;
Technology Industry;
United States
Ascarza, Eva, and Ayelet Israeli. "Artea (B): Including Customer-level Demographic Data." Harvard Business School Exercise 521-022, September 2020.
- September 2020
- Exercise
Artea (C): Potential Discrimination through Algorithmic Targeting
By: Eva Ascarza and Ayelet Israeli
This collection of exercises aims to teach students about 1)Targeting Policies; and 2)Algorithmic bias in marketing—implications, causes, and possible solutions. Part (A) focuses on A/B testing analysis and targeting. Parts (B),(C),(D) Introduce algorithmic bias. The...
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Keywords:
Race;
Gender;
Marketing;
Diversity;
Customer Relationship Management;
Prejudice and Bias;
Retail Industry;
Apparel and Accessories Industry;
Technology Industry;
United States
Ascarza, Eva, and Ayelet Israeli. "Artea (C): Potential Discrimination through Algorithmic Targeting." Harvard Business School Exercise 521-037, September 2020.
- September 2020 (Revised March 2021)
- Exercise
Artea (D): Discrimination through Algorithmic Bias in Targeting
By: Eva Ascarza and Ayelet Israeli
This collection of exercises aims to teach students about 1)Targeting Policies; and 2)Algorithmic bias in marketing—implications, causes, and possible solutions. Part (A) focuses on A/B testing analysis and targeting. Parts (B),(C),(D) Introduce algorithmic bias. The...
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Keywords:
Targeted Advertising;
Discrimination;
Algorithmic Data;
Bias;
Advertising;
Race;
Gender;
Marketing;
Diversity;
Customer Relationship Management;
Prejudice and Bias;
Retail Industry;
Apparel and Accessories Industry;
Technology Industry;
United States
Ascarza, Eva, and Ayelet Israeli. "Artea (D): Discrimination through Algorithmic Bias in Targeting." Harvard Business School Exercise 521-043, September 2020. (Revised March 2021.)
- September 2020 (Revised December 2020)
- Teaching Note
Artea (A), (B), (C), and (D): Designing Targeting Strategies
By: Eva Ascarza and Ayelet Israeli
Teaching Note for HBS No. 521-021,521-022,521-037,521-043. This collection of exercises aims to teach students about 1)Targeting Policies; and 2)Algorithmic bias in marketing—implications, causes, and possible solutions. Part (A) focuses on A/B testing analysis and...
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- September 2020 (Revised March 2021)
- Supplement
Spreadsheet Supplement to Artea Teaching Note
By: Eva Ascarza and Ayelet Israeli
Spreadsheet Supplement to Artea Teaching Note 521-041. This collection of exercises aims to teach students about 1)Targeting Policies; and 2)Algorithmic bias in marketing—implications, causes, and possible solutions. Part (A) focuses on A/B testing analysis and...
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- 2020
- Book
Unleashed: The Unapologetic Leader's Guide to Empowering Everyone Around You
By: Frances X. Frei and Anne Morriss
When leaders and aspiring leaders seek out advice, they're often told to try harder. Dig deeper. Look in the mirror and own your natural-born strengths and fix any real or perceived career-limiting deficiencies.
We offer a different worldview. We argue that... View Details
We offer a different worldview. We argue that... View Details
Keywords:
Leadership Skills;
Belonging;
Leadership;
Management Skills;
Trust;
Organizational Culture
Frei, Frances X., and Anne Morriss. Unleashed: The Unapologetic Leader's Guide to Empowering Everyone Around You. Boston: Harvard Business Review Press, 2020.
- Article
Time Use and Happiness of Millionaires: Evidence from the Netherlands
By: Paul Smeets, A.V. Whillans, Rene Bekkers and Michael I. Norton
How do the very wealthy spend their time, and how does time use relate to well-being? In two studies in the Netherlands, the affluent (N=863, N=690) and the general population (N=1232, N=306) spent time in surprisingly similar ways, such as by spending the same amount...
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Smeets, Paul, A.V. Whillans, Rene Bekkers, and Michael I. Norton. "Time Use and Happiness of Millionaires: Evidence from the Netherlands." Social Psychological & Personality Science 11, no. 3 (April 2020): 295–307.
- July 24, 2019
- Article
How to Make Even the Most Mundane Tasks More Motivating
By: Jaewon Yoon, A.V. Whillans and Ed O'Brien
Managers constantly encourage employees to think about why they do the work they do in order to give them a sense of purpose and fight against demotivation. But our latest research—with nearly 4,000 working adults in the U.S.—suggests that this hyperfocus on purpose...
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Yoon, Jaewon, A.V. Whillans, and Ed O'Brien. "How to Make Even the Most Mundane Tasks More Motivating." Harvard Business Review (website) (July 24, 2019).
- Article
Valuing Time Over Money Is Associated with Greater Social Connection
By: A.V. Whillans and Elizabeth W. Dunn
Can the trade-offs that people make between time and money shape our social relationships? Across three studies, utilizing self-report (N=127; N=249) and behavioral outcomes (N=358), we provide the first evidence that the chronic orientation to prioritize time over...
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Keywords:
Time;
Belonging;
Social Connection;
Trade-offs;
Well-being;
Money;
Value;
Relationships;
Social and Collaborative Networks
Whillans, A.V., and Elizabeth W. Dunn. "Valuing Time Over Money Is Associated with Greater Social Connection." Journal of Social and Personal Relationships 36, no. 8 (August 2019): 2549–2565.
- 2019
- Book
The Business of Platforms: Strategy in the Age of Digital Competition, Innovation, and Power
By: Michael A. Cusumano, Annabelle Gawer and David B. Yoffie
The Business of Platforms explores the strategic, economic, and technology management challenges of digital platform businesses. We have five major themes in the book: 1) The world’s most valuable companies are all platforms, in part because platforms have...
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Cusumano, Michael A., Annabelle Gawer, and David B. Yoffie. The Business of Platforms: Strategy in the Age of Digital Competition, Innovation, and Power. Harper Business, 2019.
- May–June 2019
- Article
U-Shaped Conformity in Online Social Networks
By: Monic Sun, Michael Zhang and Feng Zhu
We explore how people balance their needs to belong and to be different from their friends by studying their choices of a virtual-house wall color on a leading Chinese social-networking site. The setting enables us to randomize both the popular color and the adoption...
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Keywords:
Conformity;
Normative Social Influence;
Social Networks;
Field Experiment;
Social and Collaborative Networks;
Behavior;
Attitudes
Sun, Monic, Michael Zhang, and Feng Zhu. "U-Shaped Conformity in Online Social Networks." Marketing Science 38, no. 3 (May–June 2019): 461–480.
- Article
Facebook Undermines the Social Belonging of First Year Students
By: A.V. Whillans and Frances Chen
We examined whether an online social networking technology (Facebook) influenced students' perceptions of their peers' social connections as well as their own feelings of belonging. In this experiment (N = 601), students were assigned to view Facebook profiles with...
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Keywords:
Facebook;
Well-being;
Social Comparisons;
Belonging;
Social Connection;
Relationships;
Networks;
Familiarity;
Perception
Whillans, A.V., and Frances Chen. "Facebook Undermines the Social Belonging of First Year Students." Special Issue on Examining Personality and Individual Differences in Cyberspace. Personality and Individual Differences 133 (October 15, 2018): 13–16.
- 2018
- Working Paper
Status Inconsistency: Variance in One's Status Across Groups Harms Well-being but Improves Perspective-taking
By: Catarina Fernandes and Alison Wood Brooks
Most people belong to many different groups. While some people experience consistently high or low status across all of their groups, others experience wildly different levels of status in each group. In this research, we examine how status inconsistency – the degree...
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- December 2017
- Article
From Misperception to Social Connection: Correlates and Consequences of Overestimating Others' Social Connectedness
By: A.V. Whillans, C. Christie, S. Cheung, A.H. Jordan and F.S. Chen
Two studies document the existence and correlates of a widespread social belief, wherein individuals who have recently moved to a new social environment see their peers as more socially connected than they themselves are. In Study 1, the prevalence of this belief was...
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Keywords:
Social Comparison;
Interpersonal Relationships;
Well-being;
Perception;
Relationships;
Familiarity;
Happiness
Whillans, A.V., C. Christie, S. Cheung, A.H. Jordan, and F.S. Chen. "From Misperception to Social Connection: Correlates and Consequences of Overestimating Others' Social Connectedness." Personality and Social Psychology Bulletin 43, no. 12 (December 2017): 1696–1711.
- 2017
- Working Paper
Seeking to Belong: How the Words of Internal and External Beneficiaries Influence Performance
By: Paul Green, Francesca Gino and Bradley R. Staats
In this paper, we examine how connecting to beneficiaries of one’s work increases performance and argue that beneficiaries internal to an organization (i.e., one’s own colleagues) can serve as an important source of motivation, even in jobs that—on the surface—may seem...
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Keywords:
Prosocial Motivation;
Belongingness;
Motivation;
Job Design;
Field Experiment;
Motivation and Incentives;
Strategy;
Job Design and Levels
Green, Paul, Francesca Gino, and Bradley R. Staats. "Seeking to Belong: How the Words of Internal and External Beneficiaries Influence Performance." Harvard Business School Working Paper, No. 17-073, February 2017.
- February 2016
- Article
Unearned Status Gain: Evidence from a Global Language Mandate
By: Tsedal Neeley and Tracy Dumas
Theories of status rarely address unearned status gain—an unexpected and unsolicited increase in relative standing, prestige, or worth, attained not through individual effort or achievement, but from a shift in organizationally valued characteristics. We build theory...
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Keywords:
Status and Position;
Equality and Inequality;
Spoken Communication;
Organizations;
Japan;
United States
Neeley, Tsedal, and Tracy Dumas. "Unearned Status Gain: Evidence from a Global Language Mandate." Academy of Management Journal 59, no. 1 (February 2016): 14–43.
- Article
Pricing and Production Flexibility: An Empirical Analysis of the U.S. Automotive Industry
By: Antonio Moreno and Christian Terwiesch
We use a detailed data set from the U.S. auto industry spanning from 2002 to 2009 and a variety of econometric methods to characterize the relationship between the availability of production mix flexibility and firms’ use of responsive pricing. We find that production...
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Keywords:
Empirical Operations Management;
Flexibility;
Pricing;
Automotive Industry;
Production;
Price;
Management;
Analysis;
Auto Industry;
United States
Moreno, Antonio, and Christian Terwiesch. "Pricing and Production Flexibility: An Empirical Analysis of the U.S. Automotive Industry." Manufacturing & Service Operations Management 17, no. 4 (Fall 2015): 428–444.