Age-specific associations between the number of co-morbidities, all-cause mortality and public direct medical costs in patients with type 2 diabetes: A retrospective cohort study.

AIM: To evaluate the association between the number of co-morbidities, all-cause mortality and public health system expenditure in patients with type 2 diabetes (T2D) across different age groups. MATERIALS AND METHODS: A retrospective observational study of T2D patients using electronic health records in Hong Kong was conducted. Patients were stratified by age (< 50, 50-64, 65-79, ≥ 80 years) and the number of co-morbidities (0, 1, 2, 3, ≥ 4), defined using the Charlson Comorbidity Index and prevalent chronic diseases identified in local surveys. The association between the number of co-morbidities, all-cause mortality and direct medical costs was examined using Cox proportional hazard regression and the gamma generalized linear model with log link function. RESULTS: A total of 262 212 T2D patients with a median follow-up of 10 years were included. Hypertension and dyslipidaemia were the most common co-morbidities in all age groups. After age stratification, cardiovascular diseases dominated the top pair of co-morbidities in the older age groups (65-79 and ≥ 80 years), while inflammatory and liver disease were predominant among younger individuals. Compared with co-morbidity-free T2D patients, the hazard ratios (95% CI) of death for patients aged younger than 50 and 80 years or older with two co-morbidities were 1.31 (1.08-1.59) and 1.25 (1.15-1.36), respectively, and increased to 3.08 (2.25-4.21) and 1.98 (1.82-2.16), respectively, as the number of co-morbidities increased to four or more. Similar trends were observed for medical costs. CONCLUSIONS: Age-specific co-morbidity patterns were observed for patients with T2D. A greater number of co-morbidities was associated with increased mortality and healthcare costs, with stronger relationships observed among younger patients.

Long-term spill-over impact of COVID-19 on health and healthcare of people with non-communicable diseases: a study protocol for a population-based cohort and health economic study.

INTRODUCTION: The COVID-19 pandemic has a significant spill-over effect on people with non-communicable diseases (NCDs) over the long term, beyond the direct effect of COVID-19 infection. Evaluating changes in health outcomes, health service use and costs can provide evidence to optimise care for people with NCDs during and after the pandemic, and to better prepare outbreak responses in the future. METHODS AND ANALYSIS: This is a population-based cohort study using electronic health records of the Hong Kong Hospital Authority (HA) CMS, economic modelling and serial cross-sectional surveys on health service use. This study includes people aged ≥18 years who have a documented diagnosis of diabetes mellitus, hypertension, cardiovascular disease, cancer, chronic respiratory disease or chronic kidney disease with at least one attendance at the HA hospital or clinic between 1 January 2010 and 31 December 2019, and without COVID-19 infection. Changes in all-cause mortality, disease-specific outcomes, and health services use rates and costs will be assessed between pre-COVID-19 and-post-COVID-19 pandemic or during each wave using an interrupted time series analysis. The long-term health economic impact of healthcare disruptions during the COVID-19 pandemic will be studied using microsimulation modelling. Multivariable Cox proportional hazards regression and Poisson/negative binomial regression will be used to evaluate the effect of different modes of supplementary care on health outcomes. ETHICS AND DISSEMINATION: The study was approved by the institutional review board of the University of Hong Kong, the HA Hong Kong West Cluster (reference number UW 21-297). The study findings will be disseminated through peer-reviewed publications and international conferences.

Ten-Year Effectiveness of the Multidisciplinary Risk Assessment and Management Programme-Diabetes Mellitus (RAMP-DM) on Macrovascular and Microvascular Complications and All-Cause Mortality: A Population-Based Cohort Study.

OBJECTIVE: The Risk Assessment and Management Programme-Diabetes Mellitus (RAMP-DM) is a protocol-driven, risk-stratified, and individualized management program offered by a multidisciplinary team in addition to usual care for primary care patients with diabetes. This study aimed to evaluate the effectiveness of RAMP-DM for preventing complications and mortality over 10 years. RESEARCH DESIGN AND METHODS: A population-based, prospective cohort study of adult patients with type 2 diabetes managed in the Hong Kong public primary health care system between 2009 and 2010 was conducted. RAMP-DM participants and usual care patients were matched using one-to-one propensity score matching and followed for 10 years. Risks of macrovascular and microvascular complications and all-cause mortality were estimated by Cox proportional hazards regression. RESULTS: A total of 36,746 patients (18,373 in each group) were included after propensity score matching, with a median follow-up of 9.5 years and 306,802 person-years. RAMP-DM participants had significantly lower risks of macrovascular (hazard ratio [HR] 0.52, 95% CI 0.50-0.54) and microvascular (HR 0.68, 95% CI 0.64-0.72) complications and all-cause mortality (HR 0.45, 95% CI 0.43-0.47) than patients who received usual care only. However, the effect of RAMP-DM on macrovascular and microvascular complications attenuated after the 9th and 8th year of follow-up, respectively. RAMP-DM participants also showed better control of hemoglobin A1c, blood pressure, triglycerides, and BMI and a slower decline in renal function. CONCLUSIONS: Significant reductions in diabetes-related complications and all-cause mortality were observed among RAMP-DM participants over a 10-year follow-up, yet the effect of preventing complications attenuated after 8 years.

Screening for diabetic retinopathy with different levels of financial incentive in a randomized controlled trial.

AIMS/INTRODUCTION: To examine the impact of different levels of financial incentive in terms of fee subsidization on diabetic retinopathy screening in the private primary care setting in Hong Kong. MATERIALS AND METHODS: All general practitioners working in the private sector and registered in two electronic public databases were invited to participate. Consecutive patients with diabetes mellitus were then recruited by the participating practitioners. The recruited participants were randomly allocated to one of three screening groups with different fee levels (HK$0, HK$150 [US$19], HK$300 [US$39]) in a randomized controlled trial. Screening uptake and severity of diabetic retinopathy detected were compared. RESULTS: Out of 1,688 eligible practitioners, 105 participated and invited 402 patients, with 239 initially agreeing to participate (59.5%). After randomization, 78, 75 and 76 participants in the HK$0, HK$150 and HK$300 fee groups, respectively, reconfirmed their participation and were offered screening at the relevant fee. The uptake of screening was 79.5% (62/78), 81.3% (61/75) and 63.2% (48/76), in the HK$0, HK$150 and HK$300 groups, respectively (P < 0.018). Being in the HK$150 fee group was associated with higher uptake of screening than being in the HK$300 fee group (odds ratio 2.31, P = 0.039). No significant difference was found in the prevalence of any diabetic retinopathy (33.9%, 27.9% and 37.5%, P = 0.378) or sight-threatening diabetic retinopathy (4.8%, 8.2% and 16.7%; P = 0.092) among the groups. CONCLUSION: A screening fee of HK$150, representing approximately a half subsidy, appears to be as effective in maximizing uptake as a full subsidy (HK$0) and without deterring those at high risk of diabetic retinopathy from screening.

Associations between demographic factors and psychological distress among Chinese residents in Hong Kong: beyond socioeconomic classes.

Most studies highlighted the association between psychological distress and socioeconomic status (SES). There were weaker explanations for distress found in the middle classes, especially in Asian countries. We conducted a questionnaire survey with 1626 adult Chinese primary-care attenders from 13 private and 6 public clinics in different districts of Hong Kong. Their demographic background and distress level measured by GHQ-12 were analysed. We found that respondents with younger age, better education, and lower income were more likely to be distressed. In a multiple logistic regression model, age and income, but not education, were significant predictors for distress. Highest rates of distress were found among the unemployed (45.5%) and the students (37.1%), followed by service workers and shop sales workers (33.0%), associate professionals (32.0%), and clerks (29.2%). Craftworkers (9.1%), plant and machine operators (11.5%), and retired people (12.8%) were least likely to be distressed, followed by professionals (21.0%). Apart from SES, the findings suggest that young age, academic and job stressors, and low self-esteem are significant factors for distress. These factors may be intensified in a Chinese context by peer comparison resulting in a state of relative deprivation.

Enablers to seeking professional help for psychological distress-a study on Chinese primary care attenders.

This study investigated enablers to seeking professional help for psychological distress among Chinese primary care attenders in Hong Kong. Nine focus groups and six individual interviews were conducted among adult patients with/without known distress, significant others of the distressed, and the general public. The identified potential enablers were further investigated in a questionnaire survey with data from 1626 patients. Survey respondents who had sought professional help for distress (n = 231) and those without this experience (n = 1395) showed similar attitudes to the enabler items. However, the first group had more "strongly agree" responses and their top five enablers were: crisis caused by distress, distress affecting daily life, wanting to treat associated physical symptoms, having trust in doctor, and encouragement by family/friends to seek help. Qualitative interviews found that the patients often somatised distress and they felt comfortable to consult for somatic symptoms. There was strong family involvement in help-seeking whereas the doctors were the authoritative figures to convince the patients for treatment. The findings, in line with Western literature, indicate that crisis and interference in daily life due to distress are the top enablers to seeking professional help. The other three key enablers are likely to be influenced by Chinese culture.

Barriers of Chinese primary care attenders to seeking help for psychological distress in Hong Kong.

BACKGROUND: Most of the previous studies on help seeking for psychological distress were derived from Western countries. This study investigated the barriers to help-seeking for psychological distress among Chinese primary care attenders in Hong Kong. METHODS: Nine focus groups and 6 individual interviews were conducted among Chinese primary care attenders with/without known distress, patients' significant others and the general public. The identified barriers were investigated in a questionnaire survey with data from 1626 primary care attenders recruited from 13 private clinics and 6 public clinics. RESULTS: Worries about side effects of drugs (79.9%, 95% CI:(77.9%, 81.8%)) and drug dependency (74.7%, 95% CI:(72.5%, 76.8%)) were rated as the top barriers in the survey. Qualitative interviews found both worries and actual experience of the side effects of drugs, which weakened patients' trust in the treatment. Factor analysis on all barrier items suggested three factors: 1) worries of treatment, 2) uncertainties on primary care physicians' capacity, 3) public's limited knowledge on distress and sources of help. Distress level, education level and age were associated with factor 1, whereas distress level and healthcare setting were associated with the other two factors. Qualitative interviews revealed that not having a regular primary care physician in the public setting discouraged disclosure of psychological problems. LIMITATIONS: The findings were based on self-reported data from the respondents. Hong Kong is influenced by a mixed Chinese and Western culture. CONCLUSIONS: Relevant public education in a Chinese context should target at reducing patients' worries of drug treatment and strengthening the image of primary care physicians as a feasible source of help.