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November–December 2023
Article

Iterative Coordination and Innovation: Prioritizing Value over Novelty

By: Sourobh Ghosh and Andy Wu

An innovating organization faces the challenge of how to prioritize distinct goals of novelty and value, both of which underlie innovation. Popular practitioner frameworks like Agile management suggest that organizations can adopt an iterative approach of frequent... View Details

Keywords: Innovation; Novelty; Goals; Specialization; Coordination; Field Experiment; Software Development; Agile; Scrum; Iteration; Iterative; Organizations; Innovation and Invention; Value; Goals and Objectives; Integration; Applications and Software

2020
Working Paper

Iterative Coordination and Innovation

By: Sourobh Ghosh and Andy Wu

Agile management practices from the software industry continue to transform the way organizations innovate across industries, yet they remain understudied in the organizations literature. We investigate the widespread Agile practice of iterative coordination: frequent... View Details

Keywords: Innovation; Goals; Specialization; Coordination; Field Experiment; Software Development; Organizations; Collaborative Innovation and Invention; Goals and Objectives; Integration; Software

2021
Working Paper

Quantifying the Value of Iterative Experimentation

By: Iavor I Bojinov and Jialiang Mao

Over the past decade, most technology companies and a growing number of conventional firms have adopted online experimentation (or A/B testing) into their product development process. Initially, A/B testing was deployed as a static procedure in which an experiment was... View Details

Keywords: Product Development; Value Creation; Research

22 Jun 2020
Working Paper Summaries

Iterative Coordination and Innovation

Keywords: by Sourobh Ghosh and Andy Wu

Research Summary

Epistemic Conditions for Iterated Admissibility (with H. Jerome Keisler)

Iterated weak dominance, also called iterated admissibility (IA), has long been known as a powerful but conceptually puzzling solution concept. We give an epistemic foundation for IA. That is, we give conditions on the rationality of the players in the game, on what... View Details

Article

Strategy Making as Iterated Processes of Resource Allocation

By: Joseph L. Bower and Tomo Noda

Keywords: Strategy; Resource Allocation

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2016
Chapter

Deriving an Optimally Deceptive Policy in Two-Player Iterated Games

By: Elisabeth Paulson and Christopher Griffin

We formulate the problem of determining an optimally deceptive strategy in a repeated game framework. We assume that two players are engaged in repeated play. During an initial time period, Player 1 may deceptively train his opponent to expect a specific strategy. The... View Details

Keywords: Deception; Strategy; Game Theory

August 1997 (Revised July 1999)
Case

Hewlett-Packard's Santa Rosa Systems Division (B): The Second Profiling Iteration

By: Michael Beer and Gregory C. Rogers

Describes the process of transforming a recently formed division of Hewlett-Packard. View Details

Keywords: Business Divisions; Transformation; Computer Industry

13 Sep 2021
Research & Ideas

Science: The Unlikely Frontier for New Business Ideas

from startups or iterating on existing technology with “me-too” products and short development cycles. He cites an oft-quoted maxim of Facebook’s Mark Zuckerberg to describe the reigning zeitgeist among startups and investors to “move... View Details

Keywords: by Avery Forman

January 2003 (Revised May 2005)
Case

Zipcar: Refining the Business Model

By: Myra M. Hart, Michael J. Roberts and Julia Stevens

Zipcar is a start-up organized around the idea of "sharing" car usage via a membership organization. This case describes several iterations of the Zipcar business model and financial plan. These iterations include a very early version and a version developed just prior... View Details

Keywords: Service Operations; Renting or Rental; Business Model; Business Plan; Entrepreneurship; Economic Growth; Management Skills; Transportation; Business Startups; Financial Strategy; Corporate Finance; Growth and Development Strategy; Transportation Industry; Service Industry

October 2003 (Revised January 2004)
Exercise

Electric Maze Exercise, The

By: Amy C. Edmondson and Hanna Rodriguez-Farrar

This team-based exercise uses an educational tool called "The Electric Maze," developed by Interel Corp., to teach insights about the social and psychological challenges facing employees who must engage in collaborative learning. The tool is a grid-patterned rug with... View Details

Keywords: Change Management; Leadership; Learning; Groups and Teams; Risk and Uncertainty

2013
Article

The Strategic Fitness Process: A Collaborative Action Research Method for Developing Organizational Prototypes and Dynamic Capabilities

By: Michael Beer

Organizations underperform and sometimes fail because their leaders are unable to learn the unvarnished truth from relevant stakeholders about how the design and behavior of the organization is misaligned with its goals and strategy. The Strategic Fitness Process (SFP)... View Details

Keywords: Organization Alignment; Dynamic Capabilities; Organization Design; Organizational Prototyping; Organizational Silence; Organizational Learning; Organizational Change and Adaptation; Strategic Planning; Organizational Design

January 2019 (Revised October 2019)
Case

Rural Taobao: Alibaba's Expansion into Rural E-Commerce

By: Tarun Khanna, Ryan Allen, Adam Frost and Wesley Koo

Alibaba's Rural Taobao initiative had been launched in 2014 as a public service initiative to increase e-commerce adoption in China’s remote rural areas. In the first two iterations of the initiative, dubbed “1.0” and “2.0,” Alibaba had partnered with local businesses... View Details

Keywords: Strategy; Business Growth; Ecommerce; Corporate Social Responsibility; Business And Government; Emerging Market; Digital Platforms; Internet and the Web; Emerging Markets; Rural Scope; Growth and Development Strategy; Competitive Strategy; Corporate Social Responsibility and Impact; Business and Government Relations; Decision Making; E-commerce; China

January 2018 (Revised August 2020)
Background Note

Continuous Software Development: Agile's Successor

By: Jeffrey J. Bussgang, Samuel Clemens and Olivia Hull

In recent years, the twin software development methodologies of continuous delivery and continuous deployment have risen to prominence in the start-up world and beyond. These methods have enabled technology companies large and small to accelerate their product... View Details

March 2021
Case

VideaHealth: Building the AI Factory

By: Karim R. Lakhani and Amy Klopfenstein

Florian Hillen, co-founder and CEO of VideaHealth, a startup that used artificial intelligence (AI) to detect dental conditions on x-rays, spent the early years of his company laying the groundwork for an AI factory. A process for quickly building and iterating on new... View Details

Keywords: Artificial Intelligence; Innovation and Invention; Disruptive Innovation; Technological Innovation; Information Technology; Applications and Software; Technology Adoption; Digital Platforms; Entrepreneurship; AI and Machine Learning; Technology Industry; Medical Devices and Supplies Industry; North and Central America; United States; Massachusetts; Cambridge

2020
Working Paper

Design in the Age of Artificial Intelligence

By: Roberto Verganti, Luca Vendraminelli and Marco Iansiti

Artificial Intelligence (AI) is affecting the scenario in which innovation takes place. What are the implications for our understanding of design? Is AI just another digital technology that, akin to many others, will not significantly question what we know about... View Details

Keywords: Artificial Intelligence; Design Thinking; Technological Innovation; Design; Change; Theory; AI and Machine Learning

March 2023 (Revised May 2023)
Supplement

OneTen At Delta Air Lines: Catalyzing Family-Sustaining Careers for Black Talent (B)

By: Linda A. Hill and Lydia Begag

In January 2023, Delta Air Lines (Delta) Chief Executive Officer (CEO) Ed Bastian and his team had just launched the third iteration of an internal skills-first apprenticeship program, designed to move frontline employees into "merit" positions in four job categories.... View Details

Keywords: Change Management; Growth and Development Strategy; Diversity; Race; Talent and Talent Management; Training; Human Resources; Air Transportation Industry; United States

October 2003 (Revised November 2003)
Module Note

Organizing to Learn Module Note

By: Amy C. Edmondson

Teaches a framework for managing in dynamic or uncertain organizational contexts, designed for either MBA or Executive Education courses. Offers a new perspective on how managers can help stimulate and guide a collective learning process in their organizations. The... View Details

Keywords: Learning; Business Strategy

May 2022
Supplement

Thinking Outside the Wine Box (B): Mekanism and the Franz for Life Campaign

By: Tomomichi Amano, Elie Ofek, Mengjie Cheng and Amy Klopfenstein

This case reveals the events that took place after the conclusion of the case “Thinking Outside the Wine Box (A): Mekanism and the Franz for Life Campaign.” After reviewing Mekanism’s pitches for the Franz for Life 2.0 campaign, TWG executives felt that the proposed... View Details

Keywords: Marketing; Brands and Branding; Marketing Strategy; Digital Marketing; Social Marketing; Marketing Communications; Product Positioning; Advertising; Communication Strategy; Advertising Campaigns; Social Media; Food and Beverage Industry; Advertising Industry; United States

2009
Book

Designing Care: Aligning the Nature and Management of Health Care

By: Richard Bohmer

Today's health-care providers face growing criticism - from policy makers and patients alike. As costs continue to spiral upward and concerns about quality of care escalate, the debate has focused on how to finance health care. Yet funding solutions can't... View Details

Keywords: Cost Management; Health Care and Treatment; Service Delivery; Business Processes; Organizational Culture

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