Theory Of Machine - Publications - Faculty & Research - Harvard Business School

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2017
Article

Making Transparency Transparent: The Evolution of Observation in Management Theory

By: Ethan Bernstein

Observation is key to management scholarship and practice. Yet a holistic view of its role in management has been elusive, in part due to shifting terminology. The current popularity of the term “transparency” provides the occasion for a thorough review, which finds... View Details

1969
Other Unpublished Work

An Empirical Investigation of the Samuelson Rational Warrant Pricing Theory

By: Robert C. Merton

Keywords: Mathematical Methods; Price

1995
Book

Resource-Based and Evolutionary Theories of the Firm: Towards a Synthesis

By: C. A. Montgomery

Keywords: Business History

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October 2018
Article

The Operational Value of Social Media Information

By: Ruomeng Cui, Santiago Gallino, Antonio Moreno and Dennis J. Zhang

While the value of using social media information has been established in multiple business contexts, the field of operations and supply chain management have not yet explored the possibilities it offers in improving firms' operational decisions. This study attempts to... View Details

Keywords: Machine Learning; Information; Sales; Forecasting and Prediction; Social Media

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2000
Chapter

Resolving the Tension Between Theories E and O of Change

By: Michael Beer and Nitin Nohria

Article

Resources and Relationships in Entrepreneurship: An Exchange Theory of the Development and Effects of the Entrepreneur-Investor Relationship

By: Laura Huang and Andrew P. Knight

We develop a theoretical model, grounded in exchange theory, about the process through which relationships between entrepreneurs and investors develop and influence the growth of new ventures. Our theory highlights the multifaceted relationships that entrepreneurs and... View Details

Keywords: Entrepreneurship; Relationships; Business Startups; Business and Shareholder Relations; Theory

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November 1983
Article

Subjective Probability and the Theory of Games: Some Further Comment

By: A. E. Roth and F. Schoumaker

Keywords: Theory; Games, Gaming, and Gambling

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March 2017
Article

Why Do We Hate Hypocrites? Evidence for a Theory of False Signaling

By: Jillian J. Jordan, Roseanna Sommers, Paul Bloom and David G. Rand

Why do people judge hypocrites, who condemn immoral behaviors that they in fact engage in, so negatively? We propose that hypocrites are disliked because their condemnation sends a false signal about their personal conduct, deceptively suggesting that they behave... View Details

Keywords: Moral Psychology; Condemnation; Vignettes; Deception; Social Signaling; Open Data; Open Materials; Moral Sensibility; Behavior; Perception

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Apr 2004 - 2004
Conference Presentation

Foundations for a Theory of Institutional Entrepreneurship: Solving the Paradox of Embedded Agency

By: Julie Battilana

Keywords: Entrepreneurship; Theory

Jul 2004 - 2004
Conference Presentation

Foundations for a Theory of Institutional Entrepreneurship: Solving the Paradox of Embedded Agency

By: Julie Battilana

Keywords: Theory; Entrepreneurship

May 2016
Article

Matching with Slot-Specific Priorities: Theory

By: Scott Duke Kominers and Tayfun Sönmez

We introduce a two-sided, many-to-one matching with contracts model in which agents with unit demand match to branches that may have multiple slots available to accept contracts. Each slot has its own linear priority order over contracts; a branch chooses contracts by... View Details

Keywords: Matching With Contracts; Stability; Strategy-proofness; School Choice; Affirmative Action; Airline Seat Upgrades; Contracts; Market Design; Marketplace Matching; Balance and Stability

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Research Summary

Work, Mate, Marry, Love: How Machines Shape Our Human Destiny

By: Debora L. Spar

What will happen to our notions of marriage and parenthood as reproductive technologies increasingly allow for newfangled ways of creating babies? What will happen to our understanding of gender as medical advances enable individuals to transition from one set of... View Details

Keywords: Technology; History; Relationships

April 2024
Article

A Machine Learning Algorithm Predicting Risk of Dilating VUR among Infants with Hydronephrosis Using UTD Classification

By: Hsin-Hsiao Scott Wang, Michael Lingzhi Li, Dylan Cahill, John Panagides, Tanya Logvinenko, Jeanne Chow and Caleb Nelson

Backgrounds: Urinary Tract Dilation (UTD) classification has been designed to be a more objective grading system to evaluate antenatal and post-natal UTD. Due to unclear association between UTD classifications to specific anomalies such as vesico-ureteral reflux (VUR),... View Details

Keywords: Health Disorders; Health Testing and Trials; AI and Machine Learning; Health Industry

2013
Working Paper

Is a VC Partnership Greater Than the Sum of Its Partners?

By: Michael Ewens and Matthew Rhodes-Kropf

This paper investigates whether individual venture capitalists have repeatable investment skill and to what extent their skill is impacted by the VC firm where they work. We examine a unique dataset that tracks the performance of individual venture capitalists'... View Details

Keywords: Investing; Persistence; Performance Persistence; Theory Of The Firm; Venture Capital; Organizations; Human Capital; Performance Evaluation

01 Nov 2018
Working Paper Summaries

Forecasting Airport Transfer Passenger Flow Using Real-Time Data and Machine Learning

Keywords: by Xiaojia Guo, Yael Grushka-Cockayne, and Bert De Reyck; Air Transportation; Travel

Article

Reflections: Toward a Normative and Actionable Theory of Planned Organizational Change and Development

By: Michael Beer

A normative and actionable theory of planned organizational change and development is proposed based on fifty years of engagement by the author as a scholar-consultant. Five principles are central features of the theory and practice proposed: 1) Organizations are... View Details

Keywords: Consultant; Process; Systems; Silence; Organizational Change and Adaptation; Leadership; Learning; Management Teams

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December 2010 (Revised March 2015)
Case

The Wright Brothers and Their Flying Machines

By: Tom Nicholas and David Chen

Wilbur (1867-1912) and Orville (1871-1948) Wright were fascinated by the mystery of flight and they built on the ideas of prominent earlier figures such as Octave Chanute (1832-1910) the French-born American who was influential in fostering the free exchange of ideas... View Details

Keywords: Entrepreneurship; Business History; Technological Innovation; Patents; Knowledge Sharing; Air Transportation; Air Transportation Industry; Europe; United States

2022
Working Paper

TalkToModel: Explaining Machine Learning Models with Interactive Natural Language Conversations

By: Dylan Slack, Satyapriya Krishna, Himabindu Lakkaraju and Sameer Singh

Practitioners increasingly use machine learning (ML) models, yet they have become more complex and harder to understand. To address this issue, researchers have proposed techniques to explain model predictions. However, practitioners struggle to use explainability... View Details

Keywords: Natural Language Conversations; Predictive Models; AI and Machine Learning

2011
Other Unpublished Work

Toward a Theory of Overlapping Cultural Repertoires in Global Collaboration

By: Tsedal Neeley, Ryann Elizabeth Manning and Mark Mortensen

2002
Report

Technology Strategy: The Theory and Application of the Christensen Model

By: C. M. Christensen and Steven Milunovich

Keywords: Technology; Business Strategy; Disruptive Innovation

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