1. Association of technologically assisted integrated care with clinical outcomes in type 2 diabetes in Hong Kong using the prospective JADE Program: A retrospective cohort analysis
- Author
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Acharya, S, Lim, L-L, Lau, ESH, Ozaki, R, Chung, H, Fu, AWC, Chan, W, Kong, APS, Ma, RCW, So, W-Y, Chow, E, Cheung, KKT, Yau, T, Chow, CC, Lau, V, Yue, R, Ng, S, Zee, B, Goggins, W, Oldenburg, B, Clarke, PM, Lau, M, Wong, R, Tsang, CC, Gregg, EW, Wu, H, Tong, PCY, Ko, GTC, Luk, AOY, Chan, JCN, Acharya, S, Lim, L-L, Lau, ESH, Ozaki, R, Chung, H, Fu, AWC, Chan, W, Kong, APS, Ma, RCW, So, W-Y, Chow, E, Cheung, KKT, Yau, T, Chow, CC, Lau, V, Yue, R, Ng, S, Zee, B, Goggins, W, Oldenburg, B, Clarke, PM, Lau, M, Wong, R, Tsang, CC, Gregg, EW, Wu, H, Tong, PCY, Ko, GTC, Luk, AOY, and Chan, JCN
- Abstract
BACKGROUND: Diabetes outcomes are influenced by host factors, settings, and care processes. We examined the association of data-driven integrated care assisted by information and communications technology (ICT) with clinical outcomes in type 2 diabetes in public and private healthcare settings. METHODS AND FINDINGS: The web-based Joint Asia Diabetes Evaluation (JADE) platform provides a protocol to guide data collection for issuing a personalized JADE report including risk categories (1-4, low-high), 5-year probabilities of cardiovascular-renal events, and trends and targets of 4 risk factors with tailored decision support. The JADE program is a prospective cohort study implemented in a naturalistic environment where patients underwent nurse-led structured evaluation (blood/urine/eye/feet) in public and private outpatient clinics and diabetes centers in Hong Kong. We retrospectively analyzed the data of 16,624 Han Chinese patients with type 2 diabetes who were enrolled in 2007-2015. In the public setting, the non-JADE group (n = 3,587) underwent structured evaluation for risk factors and complications only, while the JADE (n = 9,601) group received a JADE report with group empowerment by nurses. In a community-based, nurse-led, university-affiliated diabetes center (UDC), the JADE-Personalized (JADE-P) group (n = 3,436) received a JADE report, personalized empowerment, and annual telephone reminder for reevaluation and engagement. The primary composite outcome was time to the first occurrence of cardiovascular-renal diseases, all-site cancer, and/or death, based on hospitalization data censored on 30 June 2017. During 94,311 person-years of follow-up in 2007-2017, 7,779 primary events occurred. Compared with the JADE group (136.22 cases per 1,000 patient-years [95% CI 132.35-140.18]), the non-JADE group had higher (145.32 [95% CI 138.68-152.20]; P = 0.020) while the JADE-P group had lower event rates (70.94 [95% CI 67.12-74.91]; P < 0.001). The adjusted hazard ratio
- Published
- 2020