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Exploring the factors influencing the use of health services by people with diabetes in Northwest China: an example from Gansu Province

BACKGROUND: Diabetes is associated with high morbidity, mortality and quality-of-life impairment in patients. In China, the number of people suffering from diabetes ranks first in the world. Gansu Province is located in northwest China and is an economically underdeveloped region of China. By analyz...

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Autores principales: Dang, Ying, Yang, Yinan, Cao, Shuting, Zhang, Jia, Wang, Xiao, Lu, Jie, Liang, Qijun, Hu, Xiaobin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10329301/
https://www.ncbi.nlm.nih.gov/pubmed/37420259
http://dx.doi.org/10.1186/s41043-023-00402-5
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author Dang, Ying
Yang, Yinan
Cao, Shuting
Zhang, Jia
Wang, Xiao
Lu, Jie
Liang, Qijun
Hu, Xiaobin
author_facet Dang, Ying
Yang, Yinan
Cao, Shuting
Zhang, Jia
Wang, Xiao
Lu, Jie
Liang, Qijun
Hu, Xiaobin
author_sort Dang, Ying
collection PubMed
description BACKGROUND: Diabetes is associated with high morbidity, mortality and quality-of-life impairment in patients. In China, the number of people suffering from diabetes ranks first in the world. Gansu Province is located in northwest China and is an economically underdeveloped region of China. By analyzing the level of health service utilization of people with diabetes in Gansu Province, the degree of equity in health service utilization and its influencing factors were studied to provide scientific data to support the promotion of health equity for people with diabetes and the introduction of relevant policies by relevant authorities. METHODS: A sample of 282 people with diabetes who were 15 years old and above was chosen by multi-stage stratified sampling method. A structured questionnaire survey was conducted via face-to-face interviews. Random forest and logistic regression analysis were used to demonstrate the effects of the explanatory variables on health seeking behaviors from predisposing, enabling and need variables. The concentration index was used to indicate the equity of health service utilization across households of different economic levels. RESULTS: The outpatient rate for the diabetic population surveyed was 92.91%, with 99.87% of urban patients, higher than the 90.39% of rural patients. The average number of hospital days per person was 3.18 days, with 5.03 days per person in urban areas, which was higher than the 2.51 days per person in rural areas. The study showed that the factors most likely to influence patients to seek outpatient services were frequency of taking diabetic medication, whether or not they were contracted to a household doctor, and living environment; the top three factors most likely to influence patients with diabetes to seek inpatient services were number of non-communicable chronic disease, self-assessment of health status, medical insurance. The concentration index for outpatient service utilization and inpatient service utilization were − 0.241 and 0.107, respectively, indicating that outpatient services were concentrated on patients at lower income levels and patients at higher income levels tended to favor inpatient services. CONCLUSION: This study found that the low level of health care resources available to people with diabetes, whose health status is suboptimal, makes it difficult to meet their health needs. Patients' health conditions, comorbidities of people with diabetes, and the level of protection were still important factors that hindered the use of health services. It is necessary to promote the rational use of health services by diabetic patients and further improve the corresponding policies to achieve the goal of chronic disease prevention and control in “Health China 2030”.
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spelling pubmed-103293012023-07-09 Exploring the factors influencing the use of health services by people with diabetes in Northwest China: an example from Gansu Province Dang, Ying Yang, Yinan Cao, Shuting Zhang, Jia Wang, Xiao Lu, Jie Liang, Qijun Hu, Xiaobin J Health Popul Nutr Research BACKGROUND: Diabetes is associated with high morbidity, mortality and quality-of-life impairment in patients. In China, the number of people suffering from diabetes ranks first in the world. Gansu Province is located in northwest China and is an economically underdeveloped region of China. By analyzing the level of health service utilization of people with diabetes in Gansu Province, the degree of equity in health service utilization and its influencing factors were studied to provide scientific data to support the promotion of health equity for people with diabetes and the introduction of relevant policies by relevant authorities. METHODS: A sample of 282 people with diabetes who were 15 years old and above was chosen by multi-stage stratified sampling method. A structured questionnaire survey was conducted via face-to-face interviews. Random forest and logistic regression analysis were used to demonstrate the effects of the explanatory variables on health seeking behaviors from predisposing, enabling and need variables. The concentration index was used to indicate the equity of health service utilization across households of different economic levels. RESULTS: The outpatient rate for the diabetic population surveyed was 92.91%, with 99.87% of urban patients, higher than the 90.39% of rural patients. The average number of hospital days per person was 3.18 days, with 5.03 days per person in urban areas, which was higher than the 2.51 days per person in rural areas. The study showed that the factors most likely to influence patients to seek outpatient services were frequency of taking diabetic medication, whether or not they were contracted to a household doctor, and living environment; the top three factors most likely to influence patients with diabetes to seek inpatient services were number of non-communicable chronic disease, self-assessment of health status, medical insurance. The concentration index for outpatient service utilization and inpatient service utilization were − 0.241 and 0.107, respectively, indicating that outpatient services were concentrated on patients at lower income levels and patients at higher income levels tended to favor inpatient services. CONCLUSION: This study found that the low level of health care resources available to people with diabetes, whose health status is suboptimal, makes it difficult to meet their health needs. Patients' health conditions, comorbidities of people with diabetes, and the level of protection were still important factors that hindered the use of health services. It is necessary to promote the rational use of health services by diabetic patients and further improve the corresponding policies to achieve the goal of chronic disease prevention and control in “Health China 2030”. BioMed Central 2023-07-07 /pmc/articles/PMC10329301/ /pubmed/37420259 http://dx.doi.org/10.1186/s41043-023-00402-5 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
Dang, Ying
Yang, Yinan
Cao, Shuting
Zhang, Jia
Wang, Xiao
Lu, Jie
Liang, Qijun
Hu, Xiaobin
Exploring the factors influencing the use of health services by people with diabetes in Northwest China: an example from Gansu Province
title Exploring the factors influencing the use of health services by people with diabetes in Northwest China: an example from Gansu Province
title_full Exploring the factors influencing the use of health services by people with diabetes in Northwest China: an example from Gansu Province
title_fullStr Exploring the factors influencing the use of health services by people with diabetes in Northwest China: an example from Gansu Province
title_full_unstemmed Exploring the factors influencing the use of health services by people with diabetes in Northwest China: an example from Gansu Province
title_short Exploring the factors influencing the use of health services by people with diabetes in Northwest China: an example from Gansu Province
title_sort exploring the factors influencing the use of health services by people with diabetes in northwest china: an example from gansu province
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10329301/
https://www.ncbi.nlm.nih.gov/pubmed/37420259
http://dx.doi.org/10.1186/s41043-023-00402-5
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