Impact of digital integrated health platforms on diabetes management: evidence from Tianjin, China
Abstract Objective Evaluate the impact of digital integrated health platforms on diabetes patients' health in Tianjin. Method Analyzed data from 2,883 patients under Tianjin’s digital integrated health platform using descriptive statistics and Probit regression. Results Chronic disease manageme...
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| Format: | Article |
| Language: | English |
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BMC
2025-04-01
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| Series: | BMC Health Services Research |
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| Online Access: | https://doi.org/10.1186/s12913-025-12788-5 |
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| _version_ | 1849314832856121344 |
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| author | Zhaoqi Xu Xiaoyu Xi Ennan Wang |
| author_facet | Zhaoqi Xu Xiaoyu Xi Ennan Wang |
| author_sort | Zhaoqi Xu |
| collection | DOAJ |
| description | Abstract Objective Evaluate the impact of digital integrated health platforms on diabetes patients' health in Tianjin. Method Analyzed data from 2,883 patients under Tianjin’s digital integrated health platform using descriptive statistics and Probit regression. Results Chronic disease management significantly reduced fasting glucose by 1.68%, postprandial glucose by 3.4%, and HbA1c by 0.45%. High-compliance patients experienced greater reductions, including a 5.55% decrease in fasting glucose. Conclusion Digital health platforms effectively improve glycemic control, especially with high patient compliance, supporting their broader implementation in chronic disease management. |
| format | Article |
| id | doaj-art-c9caf156ec53489da59f896807489d4f |
| institution | Kabale University |
| issn | 1472-6963 |
| language | English |
| publishDate | 2025-04-01 |
| publisher | BMC |
| record_format | Article |
| series | BMC Health Services Research |
| spelling | doaj-art-c9caf156ec53489da59f896807489d4f2025-08-20T03:52:19ZengBMCBMC Health Services Research1472-69632025-04-0125111010.1186/s12913-025-12788-5Impact of digital integrated health platforms on diabetes management: evidence from Tianjin, ChinaZhaoqi Xu0Xiaoyu Xi1Ennan Wang2School of International Pharmaceutical Business, China Pharmaceutical UniversitySchool of International Pharmaceutical Business, China Pharmaceutical UniversitySchool of Health Policy & Management, Nanjing Medical UniversityAbstract Objective Evaluate the impact of digital integrated health platforms on diabetes patients' health in Tianjin. Method Analyzed data from 2,883 patients under Tianjin’s digital integrated health platform using descriptive statistics and Probit regression. Results Chronic disease management significantly reduced fasting glucose by 1.68%, postprandial glucose by 3.4%, and HbA1c by 0.45%. High-compliance patients experienced greater reductions, including a 5.55% decrease in fasting glucose. Conclusion Digital health platforms effectively improve glycemic control, especially with high patient compliance, supporting their broader implementation in chronic disease management.https://doi.org/10.1186/s12913-025-12788-5Digital health platformChronic disease managementDiabetes patients |
| spellingShingle | Zhaoqi Xu Xiaoyu Xi Ennan Wang Impact of digital integrated health platforms on diabetes management: evidence from Tianjin, China BMC Health Services Research Digital health platform Chronic disease management Diabetes patients |
| title | Impact of digital integrated health platforms on diabetes management: evidence from Tianjin, China |
| title_full | Impact of digital integrated health platforms on diabetes management: evidence from Tianjin, China |
| title_fullStr | Impact of digital integrated health platforms on diabetes management: evidence from Tianjin, China |
| title_full_unstemmed | Impact of digital integrated health platforms on diabetes management: evidence from Tianjin, China |
| title_short | Impact of digital integrated health platforms on diabetes management: evidence from Tianjin, China |
| title_sort | impact of digital integrated health platforms on diabetes management evidence from tianjin china |
| topic | Digital health platform Chronic disease management Diabetes patients |
| url | https://doi.org/10.1186/s12913-025-12788-5 |
| work_keys_str_mv | AT zhaoqixu impactofdigitalintegratedhealthplatformsondiabetesmanagementevidencefromtianjinchina AT xiaoyuxi impactofdigitalintegratedhealthplatformsondiabetesmanagementevidencefromtianjinchina AT ennanwang impactofdigitalintegratedhealthplatformsondiabetesmanagementevidencefromtianjinchina |