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Patterns and predictors of public dental service utilisation among refugees in Victoria, Australia: a latent profile and multilevel analysis
BACKGROUND: The purpose of the study was to explore, analyse, and describe the patterns of public dental service utilisation among the refugee populations in Victoria, Australia, and determine their predictors at the individual and contextual levels. METHODS: Data on the refugees who attended Victor...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10074673/ https://www.ncbi.nlm.nih.gov/pubmed/37016367 http://dx.doi.org/10.1186/s12903-023-02886-3 |
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author | Veginadu, Prabhakar Masood, Mohd Gussy, Mark Calache, Hanny |
author_facet | Veginadu, Prabhakar Masood, Mohd Gussy, Mark Calache, Hanny |
author_sort | Veginadu, Prabhakar |
collection | PubMed |
description | BACKGROUND: The purpose of the study was to explore, analyse, and describe the patterns of public dental service utilisation among the refugee populations in Victoria, Australia, and determine their predictors at the individual and contextual levels. METHODS: Data on the refugees who attended Victorian public dental services between July 2016 to June 2020 was gathered from the Dental Health Program dataset. Latent profile analysis was used to identify discrete groups among the refugee clientele with similar mean utilisation patterns across six indicator variables describing the attributes of dental services received and the site of care provision, over the study period. Multilevel multinomial logistic regression analysis was performed to examine the individual and contextual level correlates of the identified utilisation patterns. RESULTS: Six distinct profiles of public dental service utilisation were identified among the study population (n = 25,542). The largest group comprised refugees predominantly using restorative services under general course of care (38.10%), followed by extraction services under emergency course of care (23.50%). Only a small proportion were estimated as having a higher mean utilisation of preventive services under general course of care (9.10%). Multilevel analysis revealed that the following variables had a significant association with refugee utilisation pattern: at the individual-level – demographic and ethnic attributes including age, gender, region of birth, preferred language for communication, use of language interpreter services, and type of eligibility card; at the contextual-level – characteristics of refugees’ neighbourhood of residence including urbanicity, socioeconomic disadvantage, delivery of Refugee Health Program at the community health centres, and spatial accessibility to public dental services via driving and public transit modes of travel. CONCLUSIONS: The study represents a significant step towards the development of an evidence-based knowledge around public dental service utilisation among Victorian refugees. Overall, the study findings reiterate the critical need for targeted strategies to promote the importance of routine dental visits, oral disease prevention, and timely intervention among refugee groups. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12903-023-02886-3. |
format | Online Article Text |
id | pubmed-10074673 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-100746732023-04-06 Patterns and predictors of public dental service utilisation among refugees in Victoria, Australia: a latent profile and multilevel analysis Veginadu, Prabhakar Masood, Mohd Gussy, Mark Calache, Hanny BMC Oral Health Research BACKGROUND: The purpose of the study was to explore, analyse, and describe the patterns of public dental service utilisation among the refugee populations in Victoria, Australia, and determine their predictors at the individual and contextual levels. METHODS: Data on the refugees who attended Victorian public dental services between July 2016 to June 2020 was gathered from the Dental Health Program dataset. Latent profile analysis was used to identify discrete groups among the refugee clientele with similar mean utilisation patterns across six indicator variables describing the attributes of dental services received and the site of care provision, over the study period. Multilevel multinomial logistic regression analysis was performed to examine the individual and contextual level correlates of the identified utilisation patterns. RESULTS: Six distinct profiles of public dental service utilisation were identified among the study population (n = 25,542). The largest group comprised refugees predominantly using restorative services under general course of care (38.10%), followed by extraction services under emergency course of care (23.50%). Only a small proportion were estimated as having a higher mean utilisation of preventive services under general course of care (9.10%). Multilevel analysis revealed that the following variables had a significant association with refugee utilisation pattern: at the individual-level – demographic and ethnic attributes including age, gender, region of birth, preferred language for communication, use of language interpreter services, and type of eligibility card; at the contextual-level – characteristics of refugees’ neighbourhood of residence including urbanicity, socioeconomic disadvantage, delivery of Refugee Health Program at the community health centres, and spatial accessibility to public dental services via driving and public transit modes of travel. CONCLUSIONS: The study represents a significant step towards the development of an evidence-based knowledge around public dental service utilisation among Victorian refugees. Overall, the study findings reiterate the critical need for targeted strategies to promote the importance of routine dental visits, oral disease prevention, and timely intervention among refugee groups. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12903-023-02886-3. BioMed Central 2023-04-04 /pmc/articles/PMC10074673/ /pubmed/37016367 http://dx.doi.org/10.1186/s12903-023-02886-3 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Veginadu, Prabhakar Masood, Mohd Gussy, Mark Calache, Hanny Patterns and predictors of public dental service utilisation among refugees in Victoria, Australia: a latent profile and multilevel analysis |
title | Patterns and predictors of public dental service utilisation among refugees in Victoria, Australia: a latent profile and multilevel analysis |
title_full | Patterns and predictors of public dental service utilisation among refugees in Victoria, Australia: a latent profile and multilevel analysis |
title_fullStr | Patterns and predictors of public dental service utilisation among refugees in Victoria, Australia: a latent profile and multilevel analysis |
title_full_unstemmed | Patterns and predictors of public dental service utilisation among refugees in Victoria, Australia: a latent profile and multilevel analysis |
title_short | Patterns and predictors of public dental service utilisation among refugees in Victoria, Australia: a latent profile and multilevel analysis |
title_sort | patterns and predictors of public dental service utilisation among refugees in victoria, australia: a latent profile and multilevel analysis |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10074673/ https://www.ncbi.nlm.nih.gov/pubmed/37016367 http://dx.doi.org/10.1186/s12903-023-02886-3 |
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