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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...

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Detalles Bibliográficos
Autores principales: Mohnen, Sigrid M., Schneider, Sven, Droomers, Mariël
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2019
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.
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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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