Models Of Reimbursement - Publications - Faculty & Research - Harvard Business School

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March 2024 (Revised January 2025)
Case

Hippo: Weathering the Storm of the Home Insurance Crisis

By: Lauren Cohen, Grace Headinger and Sophia Pan

Rick McCathron, CEO of Hippo, considered how the firm’s underwriting model could account for the effects of climate change. Along with providing smart home packages, targeting risk-friendly customers, and using data-driven pricing, the Insurtech used technologically... View Details

Article

Applying Random Coefficient Models to Strategy Research: Identifying and Exploring Firm Heterogeneous Effects

By: Juan Alcácer, Wilbur Chung, Ashton Hawk and Gonçalo Pacheco-de-Almeida

Strategy aims at understanding the differential effects of firms’ actions on performance. However, standard regression models estimate only the average effects of these actions across firms. Our paper discusses how random coefficient models (RCMs) may generate new... View Details

Keywords: Strategy; Research; Competitive Advantage; Competitive Strategy; Performance

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May–June 2021
Article

Capturing Value in Platform Business Models that Rely on User-Generated Content

By: Hemang Subramanian, Sabyasachi Mitra and Sam Ransbotham

Business models increasingly depend on inputs from outside traditional organizational boundaries. For example, platforms that generate revenue from advertising, subscription, or referral fees often rely on user-generated content (UGC). But there is considerable... View Details

Keywords: Business Model; Network Effects; Mergers and Acquisitions; Valuation; Risk and Uncertainty

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Aug 2017
Conference Presentation

To Highlight or Downplay Differences? A Threat-Matching Model for Crafting Diversity Approaches

By: J. Lees and E. Apfelbaum

We integrate organizational and psychological scholarship to devise the threat matching model, a contingency theory that illustrates when, how, and which diversity approaches—frameworks leaders provide employees to understand and respond to diversity—promote... View Details

Keywords: Race And Ethnicity; Inclusion; Diversity; Gender; Race; Ethnicity; Equality and Inequality; Leadership

06 May 2025
Blog Post

The Incredible Land of Ice and Fire: Exploring Iceland's Renewable Energy Model for a Changing Planet

Climeworks’ newest and largest direct air capture and storage facility in the world, with a nameplate capacity of up to 36,000 tons of CO removed per year. Mammoth was inaugurated in May 2024 and is located... View Details

May 1999
Article

The Effect of Adding a Constant to All Payoffs: Experimental Investigation, and a Reinforcement Learning Model with Self-Adjusting Speed of Learning

By: Ido Erev, Yoella Bereby-Meyer and Alvin E. Roth

Keywords: Learning; Information

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September 2003 (Revised January 2005)
Case

Emergence, Valhalla, and Orchid: Divergent Models for Venture Capital Funds

By: William A. Sahlman and Matthew Willis

Compares and contrasts three different venture capital funds from the perspective of a potential investor. The first fund has a technology-enabled services preference, the second a Mid-Atlantic region preference, and the third a seed round preference. Students are... View Details

Keywords: Borrowing and Debt; Entrepreneurship; Service Operations; Information Technology; Venture Capital

spring 1983
Article

A Financial Planning Model for an Analytic Review: The Case of a Savings and Loan Association

By: Robert S. Kaplan

Keywords: Finance; Planning; Financing and Loans; Saving; Financial Institutions; Financial Services Industry; Banking Industry

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22 Dec 2016
Op-Ed

The Small Business Administration is a Model for How to Drive Economic Growth

public-private partnership model that increases US economic growth and helps create access and opportunity for all Americans. Related reading: Where Could More Regulation Help Small Businesses? Online Lending. The State View Details

Keywords: by Karen Mills

March 2005
Case

Windhoek Nature Reserve: Financing a Sustainable Conservation Model in Namibia

In 2003, a Namibian entrepreneur was deciding how to finance and manage the risks of an ecotourism, nature reserve, venture project. Explores the challenges facing an entrepreneur operating in an emerging market with imperfect local financial and legal institutions. View Details

Keywords: Emerging Markets; Entrepreneurship

January–February 2012
Article

A Simple Model Relating Accruals to Risk, and its Implications for the Accrual Anomaly

By: Mozaffar N. Khan

This paper models systematic risk as a function of mean-reverting accruals. When the true abnormal returns are zero, but the true betas are empirically unobserved, the model predicts the anomalous pattern of empirical results on the accrual anomaly: (i) CAPM abnormal... View Details

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September 2016 (Revised March 2020)
Teaching Note

Fasten: Challenging Uber and Lyft with a New Business Model

Fasten, a new ridesharing start-up in Boston, entered the scene in September 2015 hoping its unique vision of transparency for both driver and passenger and strategy to keep riders' fares low and charge drivers a flat $0.99 fee per ride, as opposed to the 20%–30%... View Details

Keywords: Information Technology; Transportation; Business Startups; Business Model; Transportation Industry; Boston

April 2016
Supplement

Preparing a Concession Bid at TAV Airports Holding - Exhibit 7 Supplement Model

By: C. Fritz Foley and Çiğdem Çelik

In 2013, TAV Airports Holding prepared a bid for the concession to build and operate the third Istanbul airport. This process involved input from various parts of the firm with operating and financial expertise. Burcu Geriş, the CFO of TAV Airports Holding, and her... View Details

Keywords: Partners and Partnerships; Valuation; Investment; Bids and Bidding; Projects; Management Teams; Air Transportation Industry; Turkey

April 2022 (Revised August 2022)
Case

Conflicts of Interest at Uptown Bank

By: Jonas Heese

In 2013, two employees debated whether to blow the whistle on their employer, Bell Bank, after completing an internal review that revealed undisclosed conflicts of interest. Bell Bank’s Asset Management business disproportionately invested clients’ money in Bell Bank’s... View Details

2022
Article

Exploring Counterfactual Explanations Through the Lens of Adversarial Examples: A Theoretical and Empirical Analysis.

By: Martin Pawelczyk, Chirag Agarwal, Shalmali Joshi, Sohini Upadhyay and Himabindu Lakkaraju

As machine learning (ML) models become more widely deployed in high-stakes applications, counterfactual explanations have emerged as key tools for providing actionable model explanations in practice. Despite the growing popularity of counterfactual explanations, a... View Details

Keywords: Machine Learning Models; Counterfactual Explanations; Adversarial Examples; Mathematical Methods

November–December 2010
Article

A Method for Defining Value in Healthcare Using Cancer Care as a Model

By: Thomas W. Feeley, Heidi Albright, Ronald Walters and Thomas W. Burke

Value-based healthcare delivery is being discussed in a variety of healthcare forums. This concept is of great importance in the reform of the US healthcare delivery system. Defining and applying the principles of value-based competition in healthcare delivery models... View Details

Keywords: Value Creation; Cancer Care In The U.S.; Healthcare; Health; Management; Measurement and Metrics; Health Industry; North and Central America

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Harvard professor on A.I. job risks: We need to upskill and update business models

Tsedal Neeley, Harvard Business School professor, joins 'Squawk Box' to discuss the population's fears of AI eventually taking their job, if organizations should rethink business models and more. View Details

2021
Working Paper

Time and the Value of Data

By: Ehsan Valavi, Joel Hestness, Newsha Ardalani and Marco Iansiti

Managers often believe that collecting more data will continually improve the accuracy of their machine learning models. However, we argue in this paper that when data lose relevance over time, it may be optimal to collect a limited amount of recent data instead of... View Details

Keywords: Economics Of AI; Machine Learning; Non-stationarity; Perishability; Value Depreciation; Analytics and Data Science; Value

25 Apr 2014
News

Bringing a new funding model to the life sciences industry

Andrew Farquharson (MBA 1999) wants to change the landscape for biomedical financing. The cofounder of VentureHealth, an online funding platform based in Silicon Valley, Farquharson leverages deals with investors who want access to... View Details

February 2004 (Revised March 2004)
Background Note

Profitability Drivers in Professional Service Firms

By: Ashish Nanda

This case presents a simple model of the drivers of profitability in a professional service partnership and conducts an empirical exploration of the determinants of profitability among AmLaw 100 firms over the period 1994 to 1999. View Details

Keywords: Profitability; Model; Profit; Partners and Partnerships; Law; Service Industry

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