Publications

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December 2022
Technical Note

Risks and Opportunities from the Transition to a Low Carbon Economy: A Business Analysis Framework

By: George Serafeim

The transition to a low carbon economy introduces many risks and opportunities for businesses. Risks emerge from regulatory actions, such as carbon taxes and cap and trade systems, technological innovation that develop alternatives for customers making existing... View Details

Keywords: Risk Assessment; Opportunities; Environmental Sustainability; Carbon Footprint; Risk Management; Competitive Dynamics; Business Analysis; Climate Change; Accounting; Finance; Valuation; Business and Shareholder Relations; Technological Innovation; Transition; Product Positioning; Renewable Energy; Analysis

January 2021
Case

Anodot: Autonomous Business Monitoring

By: Antonio Moreno and Danielle Golan

Autonomous business monitoring platform Anodot leveraged machine learning to provide real-time alerts regarding business anomalies. Anodot’s solution was used in various industries in order to primarily monitor business health, such as revenue and payments, product... View Details

Keywords: Digital Platforms; Internet and the Web; Knowledge Sharing; Information Management; Sales; Value Creation; Product Positioning; Israel

November 1996 (Revised April 1999)
Case

United Way of Southeastern New England (UWSENE)

By: Robert S. Kaplan and Ellen L. Kaplan / RA

A regional United Way organization, a nonprofit already active in total quality management, implements a Balanced Scorecard to link its strategic planning objectives with day-to-day operations, and is able to translate its vision and strategy into objectives and... View Details

Keywords: Balanced Scorecard; Nonprofit Organizations; Governing and Advisory Boards; Strategy; United States

10 Oct 2017
First Look

First Look at New Research and Ideas, October 10, 2017

groups across industries. The most common KPIs are closed deals and salesperson performance against quota, which, on average, firms measure monthly. But a closed deal is an outcome and lagging indicator. This article discusses how some... View Details

Keywords: Sean Silverthorne

Detecting Routines: Applications to Ridesharing CRM

Routines shape many aspects of day-to-day consumption. While prior work has established the importance of habits in consumer behavior, little work has been done to understand the implications of routines--which we define as repeated behaviors with recurring, temporal... View Details

14 Nov 2017
First Look

New Research and Ideas: November 14, 2017

victimized. We measure biological markers of stress and behavioral indices of cognitive control before and after treated participants watch a series of real, crime-related videos (while the control group watches non-crime-related videos).... View Details

Keywords: Carmen Nobel

Research Summary

Overview

By: Jorge Tamayo

Professor Tamayo’s research focuses on theoretical modeling and structural estimation of firm decision-making and productivity.

Professor Tamayo studies dynamic competition for customer membership. Generally, firms that implement a membership model charge a... View Details

August 2018 (Revised April 2019)
Case

Chateau Winery (A): Unsupervised Learning

By: Srikant M. Datar and Caitlin N. Bowler

This case follows Bill Booth, marketing manager of a regional wine distributor, as he applies unsupervised learning on data about his customers’ purchases to better understand their preferences. Specifically, he uses the K-means clustering technique to identify groups... View Details

Keywords: Clustering; Data Science; Analytics and Data Science; Customers; Marketing; Analysis

March 2019
Case

Mahindra Finance

By: V.G. Narayanan and Tanvi Deshpande

Mahindra Finance is a non-banking lender operating mainly in the rural and semi-urban areas of India. Set up in 1991, the company had grown to become a market leader with assets of $8.5 billion and a presence in 3,30,000 villages across India. Since most of Mahindra's... View Details

Keywords: Accounting; Business Model; Volatility; Customer Focus and Relationships; Decisions; Credit; Financing and Loans; Service Delivery; Risk and Uncertainty; Financial Services Industry; India

2024
Working Paper

Platform Information Provision and Consumer Search: A Field Experiment

By: Lu Fang, Yanyou Chen, Chiara Farronato, Zhe Yuan and Yitong Wang

Despite substantial efforts to help consumers search in more intuitive ways, text search remains the predominant tool for product discovery online. In this paper, we explore the effects of visual and textual cues for search refinement on consumer search and purchasing... View Details

Keywords: Consumer Behavior; E-commerce; Decision Choices and Conditions; Learning; Internet and the Web

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January 2019 (Revised October 2019)
Case

Commercial Sales Transformation at Microsoft

By: Doug J. Chung

Industry leaders should adapt to changes in the business context and consider different ways to grow. Advances in technology had shifted software demand to the cloud. As a result, Microsoft announced a strategic shift in direction from its existing ‘Windows first’... View Details

Keywords: Sales; Strategy; Transformation

July 2021 (Revised July 2022)
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’... View Details

Keywords: Health Care and Treatment; Outcome or Result; Cost Management; Activity Based Costing and Management; Mobile and Wireless Technology; Health Testing and Trials; Surveys; Health Industry; Boston

November 2023 (Revised January 2024)
Case

Bridgit: Persevere or Pivot?

By: Reza Satchu and Patrick Sanguineti

In late 2012, Mallorie Brodie and Lauren Lake, two young women in their final year of college, founded Bridgit, a technology startup that developed solutions to simplify vital but laborious processes within the construction industry. In the Fall of 2013, after months... View Details

Keywords: Entrepreneur; Founder; Co-founders; Women Executives; Pivot; Startup; Business Model; Business Startups; Entrepreneurship; Applications and Software; Product Launch; Research and Development; Competition; Construction Industry; Technology Industry; United States; Canada

Accurately measuring real economic output in the space economy is made difficult by the rapid increase in capabilities and decrease in prices of launch and satellite technologies achieved over the past two decades. Nominal measures of output in space will tend to... View Details

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

Find at Harvard

April 2013 (Revised October 2013)
Case

National Instruments

By: Lynda M. Applegate, Keri Pearlson and Natalie Kindred

This case explores the use of social media to support product design, customer support, marketing and HR activities at National Instruments (NI). Based in Austin, Texas, with over $1 billion in 2011 sales, NI designs, produces, and sells software and hardware platforms... View Details

Keywords: Organizational Structure; Applications and Software; Organizational Culture; Technological Innovation; Digital Platforms; Innovation and Management; Media; Management Systems; Social and Collaborative Networks; Information Technology Industry; Service Industry; Texas

Randomized experiments have become the standard method for companies to evaluate the performance of new products or services. In addition to augmenting managers' decision-making, experimentation mitigates risk by limiting the proportion of customers exposed to... View Details

November 2015 (Revised May 2016)
Case

Aspiring Minds

By: Karim R. Lakhani, Marco Iansiti and Christine Snively

By 2015, India-based employment assessment and certification provider Aspiring Minds had helped facilitate over 300,000 job matches through its assessment tools. Aspiring Minds' flagship product, the Aspiring Minds Computer Adaptive Test (AMCAT), used machine learning... View Details

Keywords: Information Technology; Strategy; Higher Education; Technological Innovation; Employment; Technology Industry; India; China