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- Article
A Prescriptive Analytics Framework for Optimal Policy Deployment Using Heterogeneous Treatment Effects
By: Edward McFowland III, Sandeep Gangarapu, Ravi Bapna and Tianshu Sun
We define a prescriptive analytics framework that addresses the needs of a constrained decision-maker facing, ex ante, unknown costs and benefits of multiple policy levers. The framework is general in nature and can be deployed in any utility maximizing context, public...
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- 2021
- Article
Adaptive Machine Unlearning
By: Seth Neel
Data deletion algorithms aim to remove the influence of deleted data points from trained models at a cheaper computational cost than fully retraining those models. However, for sequences of deletions, most prior work in the non-convex setting gives valid guarantees...
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Keywords:
Machine Learning
- 2021
- Working Paper
Omnia Juncta in Uno: Foreign Powers and Trademark Protection in Shanghai's Concession Era
By: Laura Alfaro, Cathy Bao, Maggie X. Chen, Junjie Hong and Claudia Steinwender
We investigate how firms adapt to trademark protection, an under-examined form of IP protection, by exploring a historical precedent: China’s trademark law of 1923—an unanticipated, disapproved response to end conflicts between foreign powers. Exploiting a unique,...
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- November 2021
- Case
Tommy Hilfiger Adaptive: Fashion for All
By: Elizabeth A. Keenan, Sandra J. Sucher and Shalene Gupta
In Fall 2017, Tommy Hilfiger launched Tommy Hilfiger Adaptive, a line of adaptive and inclusive fashion apparel intended to make dressing easier. Now, Tommy Hilfiger is planning to launch Tommy Hilfiger Adaptive internationally in early 2020. The prospect of making...
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Keywords:
Marketing And Society;
Brands;
Fashion;
Inclusion;
Consumer;
Corporate Social Responsibility;
Retail;
Apparel;
Disability;
Accessibility;
Marketing;
Brands and Branding;
Marketing Communications;
Product Marketing;
Social Marketing;
Product Launch;
Product Positioning;
Marketing Strategy;
Social Enterprise;
Society;
Corporate Social Responsibility and Impact;
Social Issues;
Consumer Behavior;
Fashion Industry;
Consumer Products Industry;
Apparel and Accessories Industry;
Retail Industry;
United States;
North America
- Article
Drive Innovation with Better Decision-Making
By: Linda A. Hill, Emily Tedards and Taran Swan
Despite their embrace of agile methods, many firms striving to innovate are struggling to produce breakthrough ideas. A key culprit, according to the authors, is an outdated, inefficient approach to decision-making. Today’s discovery-driven innovation processes involve...
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- Article
Fighting Bias on the Front Lines
By: Alexandra C. Feldberg and Tami Kim
Most companies aim for exceptional customer service, but too few are attentive to the subtle discrimination by frontline employees that can alienate customers, lead to lawsuits, or even cause lasting brand damage by going viral.
This article presents research... View Details
This article presents research... View Details
- October 28, 2021
- Article
Creating a Meaningful Corporate Purpose
By: Hubert Joly
Today, most company leaders believe that their companies’ larger purpose is to make a positive difference in the world—not just to maximize shareholder value. Defining a corporate why and making sure it guides decisions and operations has therefore become a cornerstone...
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- October 2021 (Revised December 2021)
- Case
Customer-Centric Design with Artificial Intelligence: Commonwealth Bank
By: Karim R. Lakhani, Yael Grushka-Cockayne, Jin Hyun Paik and Steven Randazzo
As Commonwealth Bank CEO Matt Comyn delivered the full financial year results in August 2021 over video conference, it took less than two minutes for him to make his first mention of the organization’s Customer Engagement Engine (CEE), the AI-driven customer experience...
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- October 2021
- Case
Hospital 57357: Aligning Performance Towards a Vision of a Cancer-Free Childhood
By: Susanna Gallani and Youssef Abdel Aal
The case follows the Children Cancer Hospital in Egypt, also known as Hospital 57357, as it goes through the roll-out of a new performance management system, which Dr. Sherif Abouel Naga, founder and CEO of the hospital, had championed. This was a critical juncture as...
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- September 28, 2021
- Editorial
A Guide to Implementing the 4-Day Workweek: Working Less Can Reduce Employees' Stress—Without Sacrificing Productivity
By: Ashley Whillans and Charlotte Lockhart
As organizations continue to explore a variety of flexible work options, one promising avenue is the four-day workweek: The standard 40 hours per week is reduced to 32 hours, with the same pay and the same productivity expectations. Research suggests reducing hours can...
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- 2021
- Working Paper
Expanding the Entrepreneurial Cultural Toolkit: The Temporal Interplay of the Substantive and the Symbolic
By: Rebecca Karp and Siobhan O'Mahony
Much research shows how entrepreneurs leverage symbolic toolkits via storytelling and narratives to convince resource providers of their venture’s legitimacy. Although investors’ legitimacy concerns may be initially met with symbolic actions, it is unclear whether...
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- 2021
- Article
How Top Managers Use the Entrepreneurial Gap to Drive Strategic Change
By: Robert L. Simons and Antonio Davila
Prior research provides strong evidence for the association between business strategy and the design and use of management control systems. We complement this research by examining the role of management control systems in situations of strategic change. We report the...
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- 2021
- Book
Lead and Disrupt: How to Solve the Innovator's Dilemma
By: Charles A. O'Reilly III and Michael Tushman
Why do successful firms find it so difficult to adapt in the face of change—to innovate? In the past ten years, the importance of this question has increased as more industries and firms confront disruptive change. The pandemic has accelerated this crisis, collapsing...
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- Fall 2021
- Article
Strategy as a Way of Life: Businesses Must Root Strategy in Moral Purpose to Thrive in a Complex, Rapidly Changing World
By: Ikujiro Nonaka and Hirotaka Takeuchi
Doing the ordinary things in life a little bit better every day elevates individuals. All of us gained mother's wisdom by living with her, by watching her from behind her, by being scolded by her, and being told over and over again, to be honest, not to tell a lie or...
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- Article
Unconscious Bias Training That Works
By: Francesca Gino and Katherine Coffman
To become more diverse, equitable, and inclusive, many companies have turned to unconscious bias (UB) training. By raising awareness of the mental shortcuts that lead to snap judgments—often based on race and gender—about people’s talents or character, it strives to...
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- 2021
- Working Paper
BEAT Unintended Bias in Personalized Policies
By: Eva Ascarza and Ayelet Israeli
An inherent risk of algorithmic personalization is disproportionate targeting of individuals from certain groups (or demographic characteristics such as gender or race), even when the decision maker does not intend to discriminate based on those "protected" attributes....
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- July 2021
- Supplement
Adaptive Platform Trials: The Clinical Trial of the Future? (C)
By: Ariel D. Stern and Sarah Mehta
This (C) case provides an update on the work of the Global Coalition for Adaptive Research (GCAR) and also illustrates how adaptive platform trials can nimbly respond to a global pandemic.
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- July 2021
- Case
Mary Kay Inc.: Enriching Women's Lives while Embracing Change
By: Elie Ofek, K. Shelette Stewart and Julia Kelley
In December 2020, Mary Kay Inc. Chief Marketing Officer Sheryl Adkins-Green considered several strategic dilemmas. Founded in 1963 by Mary Kay Ash, Mary Kay was a direct sales company whose Independent Beauty Consultants purchased its beauty and cosmetics products at...
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Keywords:
Advertising Campaigns;
Demographics;
Marketing;
Brands and Branding;
Marketing Channels;
Marketing Communications;
Marketing Strategy;
Product Marketing;
Product Positioning;
Social Marketing;
Salesforce Management;
Organizations;
Mission and Purpose;
Organizational Change and Adaptation;
Innovation and Invention;
Innovation Strategy;
Competition;
Competitive Strategy;
Competitive Advantage;
Beauty and Cosmetics Industry;
North and Central America;
United States;
Europe;
Asia;
Texas
- June 28, 2021
- Article
4 Imperatives for Managing in a Hybrid World
By: Kalle Heikkinen, William R. Kerr, Mika Malin and Panu Routila
As more and more companies turn to a hybrid model of work more than a year into the COVID-19 pandemic, what challenges are leaders likely to face when managing people both in the office and remotely? Interviews with 38 executives in Nordic countries point to four main...
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- July 2021 (Revised October 2021)
- Case
Brigham & Women's Hospital: Using Patient Reported Outcomes to Improve Breast Cancer Care
By: Robert S. Kaplan, Navraj S. Nagra and Syed S. Shehab
Dr. Andrea Pusic, breast cancer reconstruction surgeon, wants to extend outcomes measurement beyond traditional surgical metrics of infections, complications, and survival rates. The case describes her development of a new mobile phone app, which collects patients’...
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