Concepedia

Utilization-based Segmentation

Utilization-Based Segmentation is a segmentation method that classifies populations or healthcare markets based on the intensity, frequency, or pattern of healthcare service usage, distinguishing it from other segmentation approaches by focusing explicitly on actual consumption behavior rather than demographic, geographic, or psychographic attributes.

4

Publications

213

Citations

17

Authors

13

Institutions

Publications per year

2017–2026

3

Parents

Publications

4

A quantitative evidence base for population health: applying utilization-based cluster analysis to segment a patient population

Sabine Vuik, Erik Mayer, Ara Darzi · Population Health Metrics · 2016 · 69 citations · Full text

, , +16

Assessing the validity of a data driven segmentation approach: A 4 year longitudinal study of healthcare utilization and mortality

Lian Leng Low, Yu Heng Kwan, Chuen Seng Tan et al. · PLoS ONE · 2018 · 67 citations · Full text

, , +16

Segmentation of High-Cost Adults in an Integrated Healthcare System Based on Empirical Clustering of Acute and Chronic Conditions

A. Davis, Ernest Shen, Nirav R. Shah et al. · Journal of General Internal Medicine · 2018 · 42 citations · Full text

, , +17

Can cluster analyses of linked healthcare data identify unique population segments in a general practice-registered population?

Kelechi Nnoaham, Kimberley Cann · BMC Public Health · 2020 · 35 citations · Full text

, , +16

1–4 of 4

Authors

17

  1. LL
    Lian Leng Low

    Singapore General Hospital, Singapore

    1 publications · 67 citations

    1

    h-index

  2. EM
    Erik Mayer

    Imperial College London, United Kingdom

    1 publications · 69 citations

    1

    h-index

  3. DT
    Donatello Telesca

    University of California, Los Angeles, United States

    1 publications · 42 citations

    1

    h-index

  4. BA
    Beth A. Glenn

    University of California, Los Angeles, United States

    1 publications · 42 citations

    1

    h-index

  5. JT
    Julian Thumboo

    Singapore General Hospital, Singapore

    1 publications · 67 citations

    1

    h-index

1–5 of 17

Institutions

13

  1. Singapore Heart Foundation

    Singapore, Singapore

    1 h-index

    1 publications

    67 citations

  2. University of Plymouth

    Plymouth, United Kingdom

    1 h-index

    1 publications

    35 citations

  3. Imperial College London

    London, United Kingdom

    1 h-index

    3 publications

    207 citations

  4. SingHealth

    Singapore, Singapore

    1 h-index

    2 publications

    134 citations

  5. Duke-NUS Medical School

    Singapore, Singapore

    1 h-index

    3 publications

    201 citations

  6. Stanford University

    Stanford, United States

    1 h-index

    1 publications

    42 citations

  7. Kaiser Permanente

    Oakland, United States

    1 h-index

    4 publications

    168 citations

  8. Singapore General Hospital

    Singapore, Singapore

    1 h-index

    2 publications

    134 citations

1–8 of 13

Venues

  1. BMC Public Health

    1 publications · 35 citations

    1

    h-index

  2. PLoS ONE

    1 publications · 67 citations

    1

    h-index

  3. Population Health Metrics

    PHM · 1 publications · 69 citations

    1

    h-index

  4. Journal of General Internal Medicine

    JGIM · 1 publications · 42 citations

    1

    h-index

1–4