Concepedia

Predictive Modeling For Giving

Predictive Modeling for Giving is a statistical and data-analytical methodology within fundraising analytics that uses historical donor behavior and demographic data to identify patterns and forecast the likelihood of future charitable contributions by individual donors.

25

Publications

894

Citations

75

Authors

58

Institutions

Publications per year

2017–2026

6

Parents

Publications

25

Predictive models for annual fundraising and major gift fundraising

Wesley E. Lindahl, Christopher Winship · Nonprofit Management and Leadership · 1992 · 93 citations

, , +17

Comparing Charitable Fundraising Schemes: Evidence from a Natural Field Experiment and a Structural Model

Steffen Huck, Imran Rasul, Andrew Shephard · American Economic Journal Economic Policy · 2015 · 87 citations

, , +14

Tis better to give than receive? How and when gender and residence‐based segments predict choice of donation‐ versus discount‐based promotions

Karen Page Winterich, Robert E. Carter, Michael J. Barone et al. · Journal of Consumer Psychology · 2015 · 70 citations

, , +11

Inferring Roll‐Call Scores from Campaign Contributions Using Supervised Machine Learning

Adam Bonica · American Journal of Political Science · 2018 · 69 citations

, , +15

Analysis and prediction of food donation behavior for a domestic hunger relief organization

Lauren Davis, Steven Jiang, Shona D. Morgan et al. · International Journal of Production Economics · 2016 · 66 citations

, , +14

1–5 of 25

Authors

75

  1. RB
    Roger Bennett

    London Metropolitan University, United Kingdom

    2 publications · 54 citations

    2

    h-index

  2. WE
    Wesley E. Lindahl

    Northwestern University, United States

    2 publications · 131 citations

    2

    h-index

  3. CW
    Christopher Winship

    Harvard University Press, United States

    2 publications · 131 citations

    2

    h-index

  4. KS
    Karen Smith

    Victoria University of Wellington, New Zealand

    1 publications · 22 citations

    1

    h-index

  5. AC
    Alexander Crea

    The Open University, United Kingdom

    1 publications · 17 citations

    1

    h-index

1–5 of 75

Institutions

58

  1. Northwestern University

    Evanston, United States

    2 h-index

    2 publications

    131 citations

  2. Curtin University

    Perth, Australia

    2 h-index

    2 publications

    83 citations

  3. University of Pennsylvania

    Philadelphia, United States

    2 h-index

    3 publications

    131 citations

  4. University of Wisconsin–Madison

    Madison, United States

    2 h-index

    2 publications

    76 citations

  5. London Metropolitan University

    London, United Kingdom

    2 h-index

    3 publications

    94 citations

  6. Rensselaer Polytechnic Institute

    Troy, United States

    1 h-index

    3 publications

    81 citations

  7. Cornell University

    Ithaca, United States

    1 h-index

    2 publications

    66 citations

  8. University of Hawaiʻi at Mānoa

    Honolulu, United States

    1 h-index

    1 publications

    33 citations

1–8 of 58

Venues

  1. Journal of Forecasting

    1 publications · 13 citations

    1

    h-index

  2. Nonprofit and Voluntary Sector Quarterly

    NVSQ · 1 publications · 13 citations

    1

    h-index

  3. Psychology and Marketing

    1 publications · 15 citations

    1

    h-index

  4. Journal of Promotion Management

    JPM · 1 publications · 14 citations

    1

    h-index

  5. Decision Support Systems

    1 publications · 23 citations

    1

    h-index

1–5