Abstract
Introduction: Continuity of care, a critical component of high-quality primary care, was interrupted in people with diabetes mellitus during the COVID-19 pandemic in Hong Kong. Research on whether reduced continuity of care was associated with higher complications and mortality risks is lacking.
Methods: This retrospective cohort study included 123 403 eligible adult patients with diabetes. Continuity of care was assessed by the usual provider continuity index (UPCI), calculated as the proportion of attendances to the patients' most visited clinic during both pre-outbreak period (August 2017–December 2019) and outbreak period (January 2020–May 2022). Patients were followed from 1 June 2022 until the outcomes of interest or June 2024. Cox regression was applied to evaluate the association between reduced continuity of care and risks of incident cardiovascular diseases (CVD), kidney failure and all-cause mortality.
Results: Greater reductions in UPCI were associated with higher risks of CVD; the hazard ratios (HR, 95% CI) for 10%–20% reduction were 1.05 (0.97, 1.14), HR = 1.33 (1.14, 1.56) for 20%–30% reduction, and HR = 1.30 (1.14, 1.48) for 30% reduction when compared to patients experiencing ≤ 10% reduction in UPCI. Similar patterns were found for CVD subtypes, including coronary heart disease and heart failure. Reductions of 20%–30% and > 30.1% in UPCI were associated with higher kidney failure risks.
Conclusion: Greater impairment in continuity of care was associated with increased incidences of CVD in diabetic patients. Our results emphasize the need for health policies to have contingency plans for maintaining continuity of primary care for patients with DM in future public health crises.
Methods: This retrospective cohort study included 123 403 eligible adult patients with diabetes. Continuity of care was assessed by the usual provider continuity index (UPCI), calculated as the proportion of attendances to the patients' most visited clinic during both pre-outbreak period (August 2017–December 2019) and outbreak period (January 2020–May 2022). Patients were followed from 1 June 2022 until the outcomes of interest or June 2024. Cox regression was applied to evaluate the association between reduced continuity of care and risks of incident cardiovascular diseases (CVD), kidney failure and all-cause mortality.
Results: Greater reductions in UPCI were associated with higher risks of CVD; the hazard ratios (HR, 95% CI) for 10%–20% reduction were 1.05 (0.97, 1.14), HR = 1.33 (1.14, 1.56) for 20%–30% reduction, and HR = 1.30 (1.14, 1.48) for 30% reduction when compared to patients experiencing ≤ 10% reduction in UPCI. Similar patterns were found for CVD subtypes, including coronary heart disease and heart failure. Reductions of 20%–30% and > 30.1% in UPCI were associated with higher kidney failure risks.
Conclusion: Greater impairment in continuity of care was associated with increased incidences of CVD in diabetic patients. Our results emphasize the need for health policies to have contingency plans for maintaining continuity of primary care for patients with DM in future public health crises.
| Original language | English |
|---|---|
| Number of pages | 9 |
| Journal | Diabetes, Obesity and Metabolism |
| Early online date | 15 Jun 2026 |
| DOIs | |
| Publication status | E-pub ahead of print - 15 Jun 2026 |
Bibliographical note
© 2026 The Author(s). Diabetes, Obesity and Metabolism published by John Wiley & Sons Ltd. This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.Data Access Statement
Data will not be made available to others because the data custodians have not given permission.Funding
This work was funded by the Health and Medical Research Fund, Health Bureau, Government of Hong Kong Special Administrative Region (grant no: COVID19F08).
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 3 Good Health and Well-being
Keywords
- cardiovascular disease
- continuity of care
- death
- kidney failure
- type 2 disease
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