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January 2020
Article

The Long-Run Dynamics of Electricity Demand: Evidence from Municipal Aggregation

By: Tatyana Deryugina, Alexander MacKay and Julian Reif

We study the dynamics of residential electricity demand by exploiting a natural experiment that produced large and long-lasting price changes in over 250 Illinois communities. Using a flexible difference-in-differences matching approach, we estimate that the price... View Details

Keywords: Electricity Demand; Consumption Dynamics; Energy; Policy; Demand and Consumers; Price; Mathematical Methods

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February 2019 (Revised May 2021)
Case

Electric Car Wars, 2018

By: John R. Wells and Benjamin Weinstock

Electric cars had long been championed by environmentalists as a superior solution to the internal combustion engine (ICE), but, despite large government incentives and strong pioneering efforts by a few automakers over the years, electric and hybrid cars and light... View Details

July 2021
Article

Energy Efficiency and Electricity Reliability

By: Eliana Carranza and Robyn C. Meeks

Overloaded electrical systems are a major source of unreliable power. Using a randomized saturation design, we estimate the impact of compact fluorescent lamps (CFLs) on electricity reliability and household electricity consumption in the Kyrgyz Republic. Greater... View Details

Keywords: Energy; Technology Adoption; Green Technology; Consumer Behavior; Utilities Industry; Kyrgyzstan

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February 2002 (Revised April 2011)
Case

The Future of Hybrid Electric Vehicles

By: John T. Gourville, Alice Tzou and David Lane

Set in 2002, this case looks at the potential for hybrid electric vehicles in the United States. Looks at the pressures on the automotive industry to produce a commercially viable, environmentally friendly vehicle and the consumer behavior surrounding purchase of those... View Details

Keywords: Technological Innovation; Marketing Strategy; Consumer Behavior; Environmental Sustainability; Technology Adoption; Auto Industry; United States

18 Jul 2023
Research & Ideas

Will Global Demand for Oil Peak This Decade?

Is the globe’s thirst for oil finally topping out? A major international energy watcher says yes, predicting last month that demand for global oil for transport will peak around 2026, plateau for all uses by 2028, and possibly hit a zenith by the end of the decade.... View Details

Keywords: by Alvin Powell, Harvard Gazette; Energy; Industrial Products; Auto; Green Technology

Working Paper

The Long-Run Dynamics of Electricity Demand: Evidence from Municipal Aggregation

By: Tatyana Deryugina, Alexander MacKay and Julian Reif

Economic theory suggests that demand is more elastic in the long run relative to the short run, but evidence on the empirical relevance of this phenomenon is scarce. We study the dynamics of residential electricity demand by exploiting price variation arising from a... View Details

Keywords: Energy; Demand and Consumers; Price; Policy; Mathematical Methods

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Article

The Electrified Future Is Shared: Mobility Services and Electrification's Pace, Shape

By: Jurgen Weiss

The article examines the potential impacts of new mobility services such as ride sharing and ride hailing on the speed and depth of electrification of personal transportation. The article explores how a shift of transportation towards shared mobility services might... View Details

Keywords: Mobility; Electric Vehicle; Autonomous Vehicles; Electricity Demand; Energy; Transportation Industry; Auto Industry; Energy Industry

2025
Working Paper

Residential Battery Storage - Reshaping The Way We Do Electricity

By: Christian Kaps and Serguei Netessine

In this paper, we aim to understand when private households invest in behind-the-meter battery storage next to rooftop solar and how those batteries impact households, the electricity market, and emissions. We answer three main research questions: 1) When do customers... View Details

Keywords: Solar Power; Energy Storage; Technology And Innovation Management; Energy; Energy Policy; Renewable Energy; Technological Innovation; Innovation and Management; Energy Industry

04 Feb 2018
Working Paper Summaries

The Long-Run Dynamics of Electricity Demand: Evidence from Municipal Aggregation

Keywords: by Alexander MacKay, Tatyana Deryugina, and Julian Reif; Utilities

November 2019 (Revised April 2021)
Technical Note

Rechargeable Batteries, 2017: Gigafactory Wars in the Offing?

By: John R. Wells and Benjamin Weinstock

In 2017, the global market for rechargeable lithium-ion (Li-ion) batteries was 126 gigawatt-hours (GWh) valued at $37 billion, growing by $10 billion in two years. Once confined largely to consumer electronics and appliances, the rapid increase in demand was spurred by... View Details

February 2010 (Revised June 2012)
Case

"Plugging In" the Consumer: The Adoption of Electrically Powered Vehicles in the U.S.

By: Elie Ofek and Polly Ribatt

How will U.S. consumers respond to the proliferation of alternative-fuel vehicles, such as cars powered partially or completely by electricity, in the coming decade? After a century in which fossil fuel-powered vehicles dominated the market, it appeared consumers would... View Details

Keywords: Energy Sources; Policy; Marketing; Demand and Consumers; Business and Government Relations; Natural Environment; Pollutants; Adoption; Auto Industry; United States

April 2022
Case

NIO: A Chinese EV Company's Global Strategy

By: William C. Kirby, Shu Lin and Noah B. Truwit

Founded in November 2014 and based in Shanghai, NIO designed, jointly manufactured, and sold premium “smart” EVs. Its mission was to “shape a joyful lifestyle by offering high-performance smart electric vehicles and being the best user enterprise. At NIO Day 2021,... View Details

Keywords: Electric Vehicles; Expansion; Technological Innovation; Market Entry and Exit; Competitive Strategy; Consumer Behavior; Green Technology; Auto Industry; China; Europe; Norway

August 2021 (Revised February 2022)
Case

Northvolt: Making the World's Greenest Battery

By: Jurgen R. Weiss and Emilie Billaud

In 2021, the demand for lithium-ion batteries increased rapidly, particularly for electric vehicles. Anxious not to be reliant on Asian players, Europe was keen on developing its own home-grown capacity to control the value chain, maintain employment in Europe, and get... View Details

January 2023 (Revised December 2023)
Case

OhmConnect: Energizing the Future

By: Jeffrey F. Rayport, Jennifer Fonstad and Nicole Tempest Keller

Founded in 2013, OhmConnect was a free consumer web app that alerted customers about peak hours of electricity demand, and paid them to lower their energy use at home during these periods. The company sold the aggregated reductions generated by thousands of households... View Details

Keywords: App Development; Renewable Energy; Electricity Usage; Regulations; VC; Technology; Customer Acquisition Cost (CAC); Scalability; Applications and Software; Growth and Development Strategy; Governing Rules, Regulations, and Reforms; Business Model; Venture Capital; Energy Industry; United States; California; Texas; Europe

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

July 2017 (Revised March 2019)
Technical Note

The Future of Mobility: Economic, Environmental, and Social Implications

By: George Serafeim and David Freiberg

This technical note explores how advancements in technology are fundamentally transforming how consumers interact with mobility. Transformation is being driven by three independent trends: the emergence of affordable electric vehicles, the development of autonomous... View Details

Keywords: Oil ＆ Gas; Automobile Manufacturing; Technological And Scientific Innovation; Mobility; Inequality; Electric Vehicles; Ride-sharing; Ambidexterity; Transformation; Disruption; Change; Technological Innovation; Transportation; Equality and Inequality; Auto Industry; Technology Industry; Transportation Industry; Distribution Industry

Research Summary

Overview

Dr. Crawford conducts research on innovation in the energy industry, with a special focus on emerging business models. She is developing several cases for the EC course, "21st Century Energy," that specifically examine innovations at the interface of IT and Energy — ... View Details

2016
Book

Innovation Equity: Assessing and Managing the Monetary Value of New Products and Services

By: Elie Ofek, Eitan Muller and Barak Libai

This book bridges the gap between what academics know, and what innovation stakeholders—from managers, to investors, to analysts, to consumers—need to know about how new products and services are expected to perform in the marketplace. The book develops a compelling... View Details

Keywords: Innovation; Technology Diffusion; New Products; Customer Lifetime Value; Monetization Strategy; Social Influence; Innovation Adoption; Forecasting Demand; Commercialization; Marketing Strategy; Practice; Customer Value and Value Chain; Research; Innovation and Management; Technology Adoption; Forecasting and Prediction; Product Development

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February 2012 (Revised April 2017)
Case

Schneider Electric: Becoming the Global Specialist in Energy Management

By: John D. Macomber and Rachna Tahilyani

Global electrical products company assesses growth and market demands in India. Company must decide between a products acquisition or developing a service business. Students need to be aware of different country conditions, demands on implementation of different... View Details

Keywords: Globalization; Energy; Management; Energy Industry

August 2012 (Revised September 2013)
Case

EnerNOC: DemandSMART

By: Michael W. Toffel, Kira Fabrizio and Stephanie van Sice

EnerNOC is an energy company with an innovative business model: it serves as an intermediary between electric utilities and electricity users. It contracts with electricity users willing to reduce demand during periods of peak energy demand, and sells this as excess... View Details

Keywords: Production Planning; Productivity; Environmental Protection; Energy; Environment; Business Government Relations; Laws And Regulation; Business Model; Environmental Sustainability; Innovation and Invention; Opportunities; Risk and Uncertainty; Governing Rules, Regulations, and Reforms; Supply Chain Management; Production; Energy Conservation; Energy Industry

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