Concepedia

Data Network Effects

Data Network Effects is a type of network effect in which the value of a product or service increases for all users as additional users contribute data that enhance the system's performance, typically through improved algorithms, personalization, or predictive accuracy, thereby distinguishing it from other network effects that rely primarily on user count or direct interactions.

12

Publications

921

Citations

32

Authors

28

Institutions

Publications per year

2017–2026

10

Variants

Data-driven Network Effects

Parents

Publications

12

The Role of Artificial Intelligence and Data Network Effects for Creating User Value

Robert Wayne Gregory, Ola Henfridsson, Evgeny Káganer et al. · Academy of Management Review · 2020 · 490 citations

, , +16

TransCom 3 CO2 inversion intercomparison: 2. Sensitivity of annual mean results to data choices

R. M. Law, Yuhan Chen, K. R. Gurney et al. · Tellus B · 2003 · 85 citations · Full text

, , +12

Data Network Effects: Key Conditions, Shared Data, and the Data Value Duality

Robert Wayne Gregory, Ola Henfridsson, Evgeny Káganer et al. · Academy of Management Review · 2021 · 77 citations

, , +17

AI-enabled business models for competitive advantage

Ricardo Costa Climent, Darek Haftor, Marcin W. Staniewski · Journal of Innovation & Knowledge · 2024 · 57 citations · Full text

, , +16

How machine learning activates data network effects in business models: Theory advancement through an industrial case of promoting ecological sustainability

Darek Haftor, Ricardo Costa Climent, Jenny Eriksson Lundström · Journal of Business Research · 2021 · 56 citations · Full text

, , +17

1–5 of 12

Authors

32

  1. DH
    Darek Haftor

    Uppsala University, Sweden

    3 publications · 138 citations

    3

    h-index

  2. RC
    Ricardo Costa Climent

    Uppsala University, Sweden

    3 publications · 138 citations

    3

    h-index

  3. RW
    Robert Wayne Gregory

    University of Miami, United States

    2 publications · 567 citations

    2

    h-index

  4. FR
    Frantz Rowe

    Nantes Université, France

    2 publications · 47 citations

    2

    h-index

  5. EK
    Evgeny Káganer

    IESE Business School, Spain

    2 publications · 567 citations

    2

    h-index

1–5 of 32

Institutions

28

  1. Uppsala University

    Uppsala, Sweden

    4 h-index

    8 publications

    354 citations

  2. University of Miami

    Coral Gables, United States

    2 h-index

    5 publications

    798 citations

  3. University of Virginia

    Charlottesville, United States

    2 h-index

    5 publications

    798 citations

  4. Skolkovo Moscow School of Management

    Moscow, Russia

    2 h-index

    5 publications

    798 citations

  5. École Supérieure des Sciences Économiques et Commerciales

    Cergy, France

    2 h-index

    5 publications

    798 citations

  6. Universitat de València

    Valencia, Spain

    1 h-index

    1 publications

    38 citations

  7. University of Cape Town

    Rondebosch, South Africa

    1 h-index

    1 publications

    32 citations

  8. Vrije Universiteit Amsterdam

    Amsterdam, The Netherlands

    1 h-index

    1 publications

    22 citations

1–8 of 28

Venues

  1. Academy of Management Review

    AMR · 2 publications · 567 citations

    2

    h-index

  2. Journal of Business Research

    JBR · 2 publications · 78 citations

    2

    h-index

  3. SSRN Electronic Journal

    Repository · 1 publications · 12 citations

    1

    h-index

  4. Information Systems Research

    ISR · 1 publications · 32 citations

    1

    h-index

  5. Journal of Business Venturing

    JBV · 1 publications · 38 citations

    1

    h-index

1–5