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Neighborhood characteristics as determinants of healthcare utilization – a theoretical model
BACKGROUND: We propose using neighborhood characteristics as demand-related morbidity adjusters to improve prediction models such as the risk equalization model. RESULTS: Since the neighborhood has no explicit ‘place’ in healthcare demand models, we have developed the “Neighborhood and healthcare ut...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6734422/ https://www.ncbi.nlm.nih.gov/pubmed/30840211 http://dx.doi.org/10.1186/s13561-019-0226-x |
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author | Mohnen, Sigrid M. Schneider, Sven Droomers, Mariël |
author_facet | Mohnen, Sigrid M. Schneider, Sven Droomers, Mariël |
author_sort | Mohnen, Sigrid M. |
collection | PubMed |
description | BACKGROUND: We propose using neighborhood characteristics as demand-related morbidity adjusters to improve prediction models such as the risk equalization model. RESULTS: Since the neighborhood has no explicit ‘place’ in healthcare demand models, we have developed the “Neighborhood and healthcare utilization model” to show how neighborhoods matter in healthcare utilization. Neighborhood may affect healthcare utilization via (1) the supply-side, (2) need, and (3) demand for healthcare – irrespective of need. Three pathways are examined in detail to explain how neighborhood characteristics influence healthcare utilization via need: the physiological, psychological and behavioral pathways. We underpin this theoretical model with literature on all relevant neighborhood characteristics relating to health and healthcare utilization. CONCLUSION: Potential neighborhood characteristics for the risk equalization model include the degree of urbanization, public and open space, resources and facilities, green and blue space, environmental noise, air pollution, social capital, crime and violence, socioeconomic status, stability, and ethnic composition. Air pollution has already been successfully tested as an important predictive variable in a healthcare risk equalization model, and it might be opportune to add more neighborhood characteristics. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13561-019-0226-x) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6734422 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-67344222019-09-12 Neighborhood characteristics as determinants of healthcare utilization – a theoretical model Mohnen, Sigrid M. Schneider, Sven Droomers, Mariël Health Econ Rev Research BACKGROUND: We propose using neighborhood characteristics as demand-related morbidity adjusters to improve prediction models such as the risk equalization model. RESULTS: Since the neighborhood has no explicit ‘place’ in healthcare demand models, we have developed the “Neighborhood and healthcare utilization model” to show how neighborhoods matter in healthcare utilization. Neighborhood may affect healthcare utilization via (1) the supply-side, (2) need, and (3) demand for healthcare – irrespective of need. Three pathways are examined in detail to explain how neighborhood characteristics influence healthcare utilization via need: the physiological, psychological and behavioral pathways. We underpin this theoretical model with literature on all relevant neighborhood characteristics relating to health and healthcare utilization. CONCLUSION: Potential neighborhood characteristics for the risk equalization model include the degree of urbanization, public and open space, resources and facilities, green and blue space, environmental noise, air pollution, social capital, crime and violence, socioeconomic status, stability, and ethnic composition. Air pollution has already been successfully tested as an important predictive variable in a healthcare risk equalization model, and it might be opportune to add more neighborhood characteristics. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13561-019-0226-x) contains supplementary material, which is available to authorized users. Springer Berlin Heidelberg 2019-03-06 /pmc/articles/PMC6734422/ /pubmed/30840211 http://dx.doi.org/10.1186/s13561-019-0226-x Text en © The Author(s). 2019 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. |
spellingShingle | Research Mohnen, Sigrid M. Schneider, Sven Droomers, Mariël Neighborhood characteristics as determinants of healthcare utilization – a theoretical model |
title | Neighborhood characteristics as determinants of healthcare utilization – a theoretical model |
title_full | Neighborhood characteristics as determinants of healthcare utilization – a theoretical model |
title_fullStr | Neighborhood characteristics as determinants of healthcare utilization – a theoretical model |
title_full_unstemmed | Neighborhood characteristics as determinants of healthcare utilization – a theoretical model |
title_short | Neighborhood characteristics as determinants of healthcare utilization – a theoretical model |
title_sort | neighborhood characteristics as determinants of healthcare utilization – a theoretical model |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6734422/ https://www.ncbi.nlm.nih.gov/pubmed/30840211 http://dx.doi.org/10.1186/s13561-019-0226-x |
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