Neighbourhood effects : spatial inequalities in tooth decay

Objectives: Little theoretical work has been conducted on the topic of neighbourhood effects on health outcomes, let alone within dentistry. Previous work has often quantified and described outcomes without proper investigation of potential causal mechanisms and pathways. Therefore, the aim of this...

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Main Author: Broomhead, Tom
Other Authors: Baker, Sarah ; Ballas, Dimitris
Published: University of Sheffield 2017
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Online Access:https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.745504
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spelling ndltd-bl.uk-oai-ethos.bl.uk-7455042019-03-05T15:39:32ZNeighbourhood effects : spatial inequalities in tooth decayBroomhead, TomBaker, Sarah ; Ballas, Dimitris2017Objectives: Little theoretical work has been conducted on the topic of neighbourhood effects on health outcomes, let alone within dentistry. Previous work has often quantified and described outcomes without proper investigation of potential causal mechanisms and pathways. Therefore, the aim of this exploratory research was to investigate features of neighbourhood environments that may influence tooth decay in adults. Methods: Relevant literature was mapped onto a neighbourhood based theoretical framework to create numerous pathways by which neighbourhoods influence decay. Spatial microsimulation was used to combine data from the Adult Dental Health Survey (2009) with Census data to create a synthetic dataset of individuals at the small area level for the city of Sheffield (UK), including associated socio-economic, demographic and dental characteristics. This data formed the basis of the agent-based models which were used to test the theoretical pathways in two contrasting study areas in Sheffield, as well as a hypothetical scenario involving an extra shop being added to each location. Results: The trends of the agent-based models indicated that the same pathway (the interaction between shops, diet and sugar intake) had the largest impact in both study areas, leading to statistically significant increases in decay in both cases (p < 0.05). The results of the hypothetical simulation involving an extra shop revealed a statistically significant decrease in decay in the more affluent study area (p < 0.05), while decay scores remained similar in the less affluent study area. Conclusions: The findings suggest the interactions between shops, diet and sugar intake may be the most important neighbourhood based mechanisms for tooth decay, regardless of socio-economic status. However, additional simulations pointed to more opportunities to reduce decay in the more affluent study area through the local food environment. The implications of these findings are discussed in light of previous research and future work.617.6University of Sheffieldhttps://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.745504http://etheses.whiterose.ac.uk/20729/Electronic Thesis or Dissertation
collection NDLTD
sources NDLTD
topic 617.6
spellingShingle 617.6
Broomhead, Tom
Neighbourhood effects : spatial inequalities in tooth decay
description Objectives: Little theoretical work has been conducted on the topic of neighbourhood effects on health outcomes, let alone within dentistry. Previous work has often quantified and described outcomes without proper investigation of potential causal mechanisms and pathways. Therefore, the aim of this exploratory research was to investigate features of neighbourhood environments that may influence tooth decay in adults. Methods: Relevant literature was mapped onto a neighbourhood based theoretical framework to create numerous pathways by which neighbourhoods influence decay. Spatial microsimulation was used to combine data from the Adult Dental Health Survey (2009) with Census data to create a synthetic dataset of individuals at the small area level for the city of Sheffield (UK), including associated socio-economic, demographic and dental characteristics. This data formed the basis of the agent-based models which were used to test the theoretical pathways in two contrasting study areas in Sheffield, as well as a hypothetical scenario involving an extra shop being added to each location. Results: The trends of the agent-based models indicated that the same pathway (the interaction between shops, diet and sugar intake) had the largest impact in both study areas, leading to statistically significant increases in decay in both cases (p < 0.05). The results of the hypothetical simulation involving an extra shop revealed a statistically significant decrease in decay in the more affluent study area (p < 0.05), while decay scores remained similar in the less affluent study area. Conclusions: The findings suggest the interactions between shops, diet and sugar intake may be the most important neighbourhood based mechanisms for tooth decay, regardless of socio-economic status. However, additional simulations pointed to more opportunities to reduce decay in the more affluent study area through the local food environment. The implications of these findings are discussed in light of previous research and future work.
author2 Baker, Sarah ; Ballas, Dimitris
author_facet Baker, Sarah ; Ballas, Dimitris
Broomhead, Tom
author Broomhead, Tom
author_sort Broomhead, Tom
title Neighbourhood effects : spatial inequalities in tooth decay
title_short Neighbourhood effects : spatial inequalities in tooth decay
title_full Neighbourhood effects : spatial inequalities in tooth decay
title_fullStr Neighbourhood effects : spatial inequalities in tooth decay
title_full_unstemmed Neighbourhood effects : spatial inequalities in tooth decay
title_sort neighbourhood effects : spatial inequalities in tooth decay
publisher University of Sheffield
publishDate 2017
url https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.745504
work_keys_str_mv AT broomheadtom neighbourhoodeffectsspatialinequalitiesintoothdecay
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