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Decomposing socioeconomic inequality in blood pressure and blood glucose testing: evidence from four districts in Kerala, India

BACKGROUND: Non-Communicable Diseases (NCDs) constitute a significant danger to the nation’s public health system, both in terms of morbidity and mortality, as well as the financial burden they inflict. Kerala is undergoing an epidemiologic transition, which has significantly impacted the state’s mo...

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Autores principales: Sharma, Santosh Kumar, Nambiar, Devaki, Sankar, Hari, Joseph, Jaison, Surendran, Surya, Benny, Gloria
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9461212/
https://www.ncbi.nlm.nih.gov/pubmed/36085070
http://dx.doi.org/10.1186/s12939-022-01737-x
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author Sharma, Santosh Kumar
Nambiar, Devaki
Sankar, Hari
Joseph, Jaison
Surendran, Surya
Benny, Gloria
author_facet Sharma, Santosh Kumar
Nambiar, Devaki
Sankar, Hari
Joseph, Jaison
Surendran, Surya
Benny, Gloria
author_sort Sharma, Santosh Kumar
collection PubMed
description BACKGROUND: Non-Communicable Diseases (NCDs) constitute a significant danger to the nation’s public health system, both in terms of morbidity and mortality, as well as the financial burden they inflict. Kerala is undergoing an epidemiologic transition, which has significantly impacted the state’s morbidity and mortality figures. For decades, the state has been putting in place myriad programs to reduce the burden of NCDs across population groups. Socioeconomic inequalities in NCD testing have been documented in India, although they are understudied in Kerala. The study aimed to estimate and characterize districtwise socioeconomic inequality in Blood Pressure (BP) and Blood Glucose (BG) testing. METHODS: A cross-sectional household survey was conducted between July–October 2019 in Kasaragod, Alappuzha, Kollam and Thiruvananthapuram districts of Kerala, India. A total of 6383 participants aged 30 years and above were interviewed using multistage random sampling. Descriptive statistics were derived district-wise. We computed ratios, differences, equiplots, and Erreygers concentration indices for each district to measure socioeconomic inequality in BP and BG testing. Erreygers decomposition techniques were used to estimate the relative contribution of covariates to socioeconomic inequality. RESULTS: There was a significant concentration of BP and BG testing favouring wealthier quintiles in Alappuzha, Kollam, and Thiruvananthapuram districts. The inequality in BP and BG testing was highest in Thiruvananthapuram (0.087 and 0.110), followed by Kollam (0.077 and 0.090), Alappuzha (0.083 and 0.073) and Kasaragod (0.026 and 0.056). Decomposition analysis revealed that wealth quintile and education contributed substantially to socioeconomic inequality in BP and BG testing in all four districts. It was also found that family history of NCDs significantly contributed to observed socioeconomic inequality in BP testing (29, 11, 16, and 27% in Kasaragod, Alappuzha, Kollam, and Thiruvananthapuram, respectively). Similarly, in BG testing, family history of NCDs substantially contributed to observed socioeconomic inequality, explaining 16–17% in Kasaragod, Alappuzha, Kollam, and Thiruvananthapuram respectively of the total inequality. CONCLUSION: While the magnitude of socioeconomic inequality in NCD risk factor testing did not appear to be very high in four Kerala districts, although levels were statistically significant in three of them. Greater exploration is needed on how education and caste contribute to these inequalities and their relationship to NCD risk factors such as family history. From such analyses, we may be able to identify entry points to mitigate inequalities in testing access, as well as burden. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12939-022-01737-x.
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spelling pubmed-94612122022-09-10 Decomposing socioeconomic inequality in blood pressure and blood glucose testing: evidence from four districts in Kerala, India Sharma, Santosh Kumar Nambiar, Devaki Sankar, Hari Joseph, Jaison Surendran, Surya Benny, Gloria Int J Equity Health Research BACKGROUND: Non-Communicable Diseases (NCDs) constitute a significant danger to the nation’s public health system, both in terms of morbidity and mortality, as well as the financial burden they inflict. Kerala is undergoing an epidemiologic transition, which has significantly impacted the state’s morbidity and mortality figures. For decades, the state has been putting in place myriad programs to reduce the burden of NCDs across population groups. Socioeconomic inequalities in NCD testing have been documented in India, although they are understudied in Kerala. The study aimed to estimate and characterize districtwise socioeconomic inequality in Blood Pressure (BP) and Blood Glucose (BG) testing. METHODS: A cross-sectional household survey was conducted between July–October 2019 in Kasaragod, Alappuzha, Kollam and Thiruvananthapuram districts of Kerala, India. A total of 6383 participants aged 30 years and above were interviewed using multistage random sampling. Descriptive statistics were derived district-wise. We computed ratios, differences, equiplots, and Erreygers concentration indices for each district to measure socioeconomic inequality in BP and BG testing. Erreygers decomposition techniques were used to estimate the relative contribution of covariates to socioeconomic inequality. RESULTS: There was a significant concentration of BP and BG testing favouring wealthier quintiles in Alappuzha, Kollam, and Thiruvananthapuram districts. The inequality in BP and BG testing was highest in Thiruvananthapuram (0.087 and 0.110), followed by Kollam (0.077 and 0.090), Alappuzha (0.083 and 0.073) and Kasaragod (0.026 and 0.056). Decomposition analysis revealed that wealth quintile and education contributed substantially to socioeconomic inequality in BP and BG testing in all four districts. It was also found that family history of NCDs significantly contributed to observed socioeconomic inequality in BP testing (29, 11, 16, and 27% in Kasaragod, Alappuzha, Kollam, and Thiruvananthapuram, respectively). Similarly, in BG testing, family history of NCDs substantially contributed to observed socioeconomic inequality, explaining 16–17% in Kasaragod, Alappuzha, Kollam, and Thiruvananthapuram respectively of the total inequality. CONCLUSION: While the magnitude of socioeconomic inequality in NCD risk factor testing did not appear to be very high in four Kerala districts, although levels were statistically significant in three of them. Greater exploration is needed on how education and caste contribute to these inequalities and their relationship to NCD risk factors such as family history. From such analyses, we may be able to identify entry points to mitigate inequalities in testing access, as well as burden. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12939-022-01737-x. BioMed Central 2022-09-09 /pmc/articles/PMC9461212/ /pubmed/36085070 http://dx.doi.org/10.1186/s12939-022-01737-x Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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
Sharma, Santosh Kumar
Nambiar, Devaki
Sankar, Hari
Joseph, Jaison
Surendran, Surya
Benny, Gloria
Decomposing socioeconomic inequality in blood pressure and blood glucose testing: evidence from four districts in Kerala, India
title Decomposing socioeconomic inequality in blood pressure and blood glucose testing: evidence from four districts in Kerala, India
title_full Decomposing socioeconomic inequality in blood pressure and blood glucose testing: evidence from four districts in Kerala, India
title_fullStr Decomposing socioeconomic inequality in blood pressure and blood glucose testing: evidence from four districts in Kerala, India
title_full_unstemmed Decomposing socioeconomic inequality in blood pressure and blood glucose testing: evidence from four districts in Kerala, India
title_short Decomposing socioeconomic inequality in blood pressure and blood glucose testing: evidence from four districts in Kerala, India
title_sort decomposing socioeconomic inequality in blood pressure and blood glucose testing: evidence from four districts in kerala, india
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9461212/
https://www.ncbi.nlm.nih.gov/pubmed/36085070
http://dx.doi.org/10.1186/s12939-022-01737-x
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