Third-party governance and artificial intelligence for diabetes management in primary health care, China.
Fragmented primary health care in China fails to tackle the growing burden of noncommunicable diseases. Despite substantial investment, fewer than half of patients with diabetes achieve glycaemic control.
Tianjin's 2020-2023 reform established a public-private partnership model where WeDoctor managed community health centres under a capitation scheme. This strategy integrated: (i) monthly prepaid capitation covering all diabetes-related outpatient services; (ii) claims auditing and clinical decision support using artificial intelligence (AI); (iii) dedicated health managers for care coordination; and (iv) redesigned services incorporating complication screening and digital medication management. A pilot study including 494 945 patients with diabetes compared three care models from 2022 to 2023: WeDoctor-community health centre care, hospital care and usual care.
Tianjin city serves 15 million residents through 177 hospitals and 266 community health centres. Chronic disease management is fragmented: the Health Commission regulates care standards, while the Insurance Bureau controls funding.
Visits for diabetes at WeDoctor health centres increased 2.6% (0.7/26.6) but declined 10.6% (-3.8/35.7) for hospital-based care and 2.3% (-0.8/34.1) for usual care. All groups reduced outpatient expenditure. The WeDoctor model generated a 37.62 million United States dollars (US$) surplus, boosted health centre diabetes revenue by 65% (US$ 154 577/237 805) and raised physician annual salaries by 30% (US$ 5172/17 241). More than three quarters of patients expressed satisfaction with and trust in the WeDoctor model.
Integrating capitation financing with third-party governance and AI support can strengthen primary health care, contain costs and enhance patient-centred care.
Tianjin's 2020-2023 reform established a public-private partnership model where WeDoctor managed community health centres under a capitation scheme. This strategy integrated: (i) monthly prepaid capitation covering all diabetes-related outpatient services; (ii) claims auditing and clinical decision support using artificial intelligence (AI); (iii) dedicated health managers for care coordination; and (iv) redesigned services incorporating complication screening and digital medication management. A pilot study including 494 945 patients with diabetes compared three care models from 2022 to 2023: WeDoctor-community health centre care, hospital care and usual care.
Tianjin city serves 15 million residents through 177 hospitals and 266 community health centres. Chronic disease management is fragmented: the Health Commission regulates care standards, while the Insurance Bureau controls funding.
Visits for diabetes at WeDoctor health centres increased 2.6% (0.7/26.6) but declined 10.6% (-3.8/35.7) for hospital-based care and 2.3% (-0.8/34.1) for usual care. All groups reduced outpatient expenditure. The WeDoctor model generated a 37.62 million United States dollars (US$) surplus, boosted health centre diabetes revenue by 65% (US$ 154 577/237 805) and raised physician annual salaries by 30% (US$ 5172/17 241). More than three quarters of patients expressed satisfaction with and trust in the WeDoctor model.
Integrating capitation financing with third-party governance and AI support can strengthen primary health care, contain costs and enhance patient-centred care.