Concepedia

Predictive Retention Modeling

Predictive Retention Modeling is a computational analytical framework that distinguishes itself by leveraging historical behavioral and demographic data to forecast the likelihood of individual member retention or churn within a defined period, using statistical and machine learning techniques.

110

Publications

5.2K

Citations

301

Authors

165

Institutions

Publications per year

2017–2026

44

Parents

Publications

110

PREDICTING THE RETENTION OF UNIVERSITY STUDENTS

Paul A. Murtaugh, Leslie David Burns, Jill Schuster · Research in Higher Education · 1999 · 491 citations

, , +9

Predicting subscriber dissatisfaction and improving retention in the wireless telecommunications industry

Michael C. Mozer, Richard H. Wolniewicz, David B. Grimes et al. · IEEE Transactions on Neural Networks · 2000 · 349 citations

, , +17

Predicting customer retention and profitability by using random forests and regression forests techniques

Bart Larivière · Expert Systems with Applications · 2005 · 310 citations

, , +14

Customers churn prediction and marketing retention strategies. An application of support vector machines based on the AUC parameter-selection technique in B2B e-commerce industry

N Gordini, Valerio Veglio · Industrial Marketing Management · 2016 · 157 citations

, , +17

An Engineering Student Retention Study

Cheryl Lynn Moller-Wong, Arvid R. Eide · Journal of Engineering Education · 1997 · 150 citations

, , +16

1–5 of 110

Authors

301

  1. CP
    C.T. Peng

    University of California, San Francisco, United States

    5 publications · 174 citations

    5

    h-index

  2. RV
    R.M. Villanueva-Camañas

    Universitat de València, Spain

    3 publications · 41 citations

    3

    h-index

  3. SS
    S. Sagrado

    Universitat de València, Spain

    3 publications · 41 citations

    3

    h-index

  4. YM
    Yolanda Martín‐Biosca

    Universitat de València, Spain

    3 publications · 41 citations

    3

    h-index

  5. MM
    M.J. Medina-Hernández

    Universitat de València, Spain

    3 publications · 41 citations

    3

    h-index

1–5 of 301

Institutions

165

  1. University of California, San Francisco

    San Francisco, United States

    5 h-index

    14 publications

    478 citations

  2. Deakin University

    Burwood, Australia

    3 h-index

    5 publications

    108 citations

  3. Universitat de València

    Valencia, Spain

    3 h-index

    15 publications

    205 citations

  4. Purdue University West Lafayette

    West Lafayette, United States

    3 h-index

    5 publications

    97 citations

  5. RMIT University

    Melbourne, Australia

    3 h-index

    6 publications

    218 citations

  6. Arizona State University

    Tempe, United States

    2 h-index

    5 publications

    429 citations

  7. University of Pennsylvania

    Philadelphia, United States

    2 h-index

    2 publications

    130 citations

  8. Fraunhofer Institute for Intelligent Analysis and Information Systems

    Sankt Augustin, Germany

    2 h-index

    3 publications

    94 citations

1–8 of 165

Venues

  1. Journal of Chromatography A

    8 publications · 261 citations

    8

    h-index

  2. 3

    h-index

  3. IEEE Access

    2 publications · 67 citations

    2

    h-index

  4. Industrial Marketing Management

    2 publications · 185 citations

    2

    h-index

  5. Expert Systems with Applications

    2 publications · 324 citations

    2

    h-index

1–5