Exploring the factors influencing the use of health services by people with diabetes in Northwest China: an example from Gansu Province
Abstract 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. B...
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| Format: | Article |
| Language: | English |
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BMC
2023-07-01
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| Series: | Journal of Health, Population and Nutrition |
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| Online Access: | https://doi.org/10.1186/s41043-023-00402-5 |
| _version_ | 1797784589125550080 |
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| author | Ying Dang Yinan Yang Shuting Cao Jia Zhang Xiao Wang Jie Lu Qijun Liang Xiaobin Hu |
| author_facet | Ying Dang Yinan Yang Shuting Cao Jia Zhang Xiao Wang Jie Lu Qijun Liang Xiaobin Hu |
| author_sort | Ying Dang |
| collection | DOAJ |
| description | Abstract 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”. |
| first_indexed | 2024-03-13T00:42:03Z |
| format | Article |
| id | doaj.art-e5317d2462cc4aaa8e74839cb83b2be1 |
| institution | Directory Open Access Journal |
| issn | 2072-1315 |
| language | English |
| last_indexed | 2024-03-13T00:42:03Z |
| publishDate | 2023-07-01 |
| publisher | BMC |
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| series | Journal of Health, Population and Nutrition |
| spelling | doaj.art-e5317d2462cc4aaa8e74839cb83b2be12023-07-09T11:17:05ZengBMCJournal of Health, Population and Nutrition2072-13152023-07-0142111210.1186/s41043-023-00402-5Exploring the factors influencing the use of health services by people with diabetes in Northwest China: an example from Gansu ProvinceYing Dang0Yinan Yang1Shuting Cao2Jia Zhang3Xiao Wang4Jie Lu5Qijun Liang6Xiaobin Hu7Department of Epidemiology and Statistics, School of Public Health, Lanzhou UniversityDepartment of Pediatric Cardiology, Lanzhou University Second HospitalDepartment of Epidemiology and Statistics, School of Public Health, Lanzhou UniversityDepartment of Epidemiology and Statistics, School of Public Health, Lanzhou UniversityDepartment of Epidemiology and Statistics, School of Public Health, Lanzhou UniversityHealth Statistics Information Center of Gansu ProvinceGansu Medical Insurance Service CentreDepartment of Epidemiology and Statistics, School of Public Health, Lanzhou UniversityAbstract 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”.https://doi.org/10.1186/s41043-023-00402-5DiabetesHealth service utilizationInfluence factorsRandom forest |
| spellingShingle | Ying Dang Yinan Yang Shuting Cao Jia Zhang Xiao Wang Jie Lu Qijun Liang Xiaobin Hu Exploring the factors influencing the use of health services by people with diabetes in Northwest China: an example from Gansu Province Journal of Health, Population and Nutrition Diabetes Health service utilization Influence factors Random forest |
| 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 | Diabetes Health service utilization Influence factors Random forest |
| url | https://doi.org/10.1186/s41043-023-00402-5 |
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