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1.
BMC Prim Care ; 25(1): 41, 2024 01 26.
Article in English | MEDLINE | ID: mdl-38279105

ABSTRACT

BACKGROUND: Decisions on the frequency of physician encounters for patients with type 2 diabetes mellitus (T2DM) have significant impacts on both patients' health outcomes and burden on health systems, whereas definitive intervals for physician encounters are still lacking in most clinical guidelines. This study systematically reviewed the existing evidence evaluating different frequencies of physician encounters among T2DM patients. METHODS: Systematic search of studies evaluating different visit frequencies for follow - up care in T2DM patients was performed in MEDLINE Ovid, Embase Ovid, and Cochrane library from database inception to 25 March 2022. Studies on the follow - up encounters driven by non - physicians and those on the episodic visits in the acute care settings were excluded in the screening. Citation searching was conducted via Google Scholar on the identified papers after screening. The risk of bias was assessed using Cochrane RoB2 tool for randomized controlled trials and Newcastle - Ottawa Scale for cohort studies. Findings were summarized narratively. RESULTS: Among 6363 records from the database search and 231 references from the citation search, 12 articles were eligible for in - depth review. The results showed that for patients who had not achieved cardiometabolic control, intensifying encounter frequency could enhance medication adherence, shorten the time to achieve the treatment target, and improve the patients' quality of life. However, for the patients who had already achieved the treatment targets, less frequent encounters were equivalent to intensive encounters in maintaining their cardiometabolic control, and could save considerable healthcare costs without substantially lowering the quality of care and patients' satisfaction. CONCLUSION: Existing evidence suggested that the optimal frequency of physician encounters for patients with T2DM should be individualized, which can be stratified by patients' risk levels based on the cardiometabolic control to guide the differential scheduling of physician encounters in the follow - up. More research is needed to determine how to optimize the frequency of physician encounters for this large and heterogeneous population.


Subject(s)
Diabetes Mellitus, Type 2 , Patient Care , Humans , Cardiovascular Diseases , Diabetes Mellitus, Type 2/epidemiology , Diabetes Mellitus, Type 2/therapy , Medication Adherence , Physicians , Quality of Life
2.
Br J Gen Pract ; 73(736): e867-e875, 2023 11.
Article in English | MEDLINE | ID: mdl-37845085

ABSTRACT

BACKGROUND: Chronic back and knee pain impairs health- related quality of life (HRQoL) and patient enablement can improve HRQoL. AIM: To determine whether enablement was a moderator of the effect of chronic back and knee pain on HRQoL. DESIGN AND SETTING: A cross-sectional study of Chinese patients with chronic back and knee problems in public primary care clinics in Hong Kong. METHOD: Each participant completed the Chinese Patient Enablement Instrument-2 (PEI-2), the Chinese Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC), and the Pain Rating Scale (PRS). Multivariable regression examined the effects of PRS score and PEI-2 score on WOMAC total score. A moderation regression model and simple slope analysis were used to evaluate whether the interaction between enablement (PEI-2) and pain (PRS) had a significant effect on HRQoL (WOMAC). RESULTS: Valid patient-reported outcome data from 1306 participants were analysed. PRS score was associated with WOMAC total score (ß = 0.326, P<0.001), whereas PEI-2 score was associated inversely with WOMAC total score (ß = -0.260, P<0.001) and PRS score. The effect of the interaction between PRS and PEI-2 (PRS × PEI-2) scores on WOMAC total score was significant (ß = -0.191, P<0.001) suggesting PEI-2 was a moderator. Simple slope analyses showed that the relationship between PRS and WOMAC was stronger for participants with a low level of PEI-2 (gradient 3.056) than for those with a high level of PEI-2 (gradient 1.746). CONCLUSION: Patient enablement moderated the impact of pain on HRQoL. A higher level of enablement can lessen impairment in HRQoL associated with chronic back and knee pain.


Subject(s)
Osteoarthritis, Knee , Quality of Life , Humans , Cross-Sectional Studies , Osteoarthritis, Knee/complications , Pain , Primary Health Care
3.
Prim Care Diabetes ; 17(3): 229-237, 2023 06.
Article in English | MEDLINE | ID: mdl-36872178

ABSTRACT

BACKGROUND: The effect directly from the coronavirus disease 2019 (COVID-19) infection on health and fatality has received considerable attention, particularly among people with type 2 diabetes mellitus (T2DM). However, evidence on the indirect impact of disrupted healthcare services during the pandemic on people with T2DM is limited. This systematic review aims to assess the indirect impact of the pandemic on the metabolic management of T2DM people without a history of COVID-19 infection. METHODS: PubMed, Web of Science, and Scopus were systematically searched for studies that compared diabetes-related health outcomes between pre-pandemic and during-pandemic periods in people with T2DM and without the COVID-19 infection and published from January 1, 2020, to July 13, 2022. A meta-analysis was performed to estimate the overall effect on the diabetes indicators, including hemoglobin A1c (HbA1c), lipid profiles, and weight control, with different effect models according to the heterogeneity. RESULTS: Eleven observational studies were included in the final review. No significant changes in HbA1c levels [weighted mean difference (WMD), 0.06 (95% CI -0.12 to 0.24)] and body weight index (BMI) [0.15 (95% CI -0.24 to 0.53)] between the pre-pandemic and during-pandemic were found in the meta-analysis. Four studies reported lipid indicators; most reported insignificant changes in low-density lipoprotein (LDL, n = 2) and high-density lipoprotein (HDL, n = 3); two studies reported an increase in total cholesterol and triglyceride. CONCLUSIONS: This review did not find significant changes in HbA1c and BMI among people with T2DM after data pooling, but a possible worsening in lipids parameters during the COVID-19 pandemic. There were limited data on long-term outcomes and healthcare utilization, which warrants further research. SYSTEMATIC REVIEW REGISTRATION: PROSPERO CRD42022360433.


Subject(s)
COVID-19 , Diabetes Mellitus, Type 2 , Humans , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/epidemiology , Pandemics , Glycated Hemoglobin , COVID-19/epidemiology , Lipoproteins, HDL
4.
Diabetes Obes Metab ; 25(2): 454-467, 2023 02.
Article in English | MEDLINE | ID: mdl-36205484

ABSTRACT

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.


Subject(s)
Diabetes Mellitus, Type 2 , Humans , Aged , Aged, 80 and over , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/epidemiology , Retrospective Studies , Comorbidity , Age Factors , Morbidity
5.
Int J Soc Psychiatry ; 69(3): 575-586, 2023 05.
Article in English | MEDLINE | ID: mdl-36120996

ABSTRACT

BACKGROUND: Although the necessity and benefits of having the open and public discussion about suicide have been recognized, youths' opinions regarding such discussion remain unknown. AIMS: To explore youths' attitudes toward open suicide discussion, particularly concerning their preference of discussion contexts and impacts of Internet use. METHOD: This exploratory sequential mixed-methods study targeted Hong Kong youths aged 15 to 19. A total of six focus groups and 12 individual interviews were held (N = 40). Topics included adolescents' views of open suicide discussion, concerns, perceived benefits, and preferred contexts. The questionnaire survey (N = 1,676) was conducted subsequently to investigate the prevalence of youths' perspectives on public discussion of suicide and relationships with discussion contexts, use of social media platforms, and motivations of online expression. RESULTS: Qualitative findings revealed three types of attitudes toward open suicide discussion: reluctance, support, and indifference. Major barriers included cultural norms, topic sensitivity, privacy concerns, contagion effect, fear of embarrassment, and unpleasant experiences in school programs. Results of quantitative analyses showed that reluctance was the dominant attitude among adolescents, and taboo was the top concern. Variations in youths' attitudes were related to gender, school academic banding, and suicide-related experiences. Notably, adolescents who had been exposed to suicide messages in contexts of peer networks and online platforms were more likely to endorse open suicide discussion. In addition, an increased likelihood of engaging in public suicide discussion was associated with the use of Instagram, WhatsApp, and Snapchat, and the motive of 'expressing emotions and opinions' online. CONCLUSIONS: Our results indicated a prevalent rejection among adolescents toward open suicide discussion, suggesting the issue of stigma, the need for tailored programs, the value of appropriate contexts, and the impact of Internet use. These findings may facilitate the development of school-based suicide prevention initiatives and the efficacy of online services for suicide-related communication.


Subject(s)
Internet Use , Suicide , Humans , Adolescent , Hong Kong , Attitude , Motivation
6.
J Med Internet Res ; 24(10): e37695, 2022 10 12.
Article in English | MEDLINE | ID: mdl-36223182

ABSTRACT

BACKGROUND: Social networking sites (SNSs) have gained popularity in recent years for help seeking and self-distress expression among adolescents. Although online suicidal expression is believed to have major benefits, various concerns have also been raised, particularly around privacy issues. Understanding youths' help-seeking behavior on SNSs is critical for effective suicide prevention; however, most research neglects the impacts of the private SNS context. OBJECTIVE: This study aims to examine youths' private SNS use via the new Instagram feature, Close Friends, and its association with both online and offline help-seeking willingness as well as youths' suicidality. METHODS: This study employed an exploratory sequential mixed methods approach with a combination of explorative qualitative interviews and a systematic quantitative survey, targeting youth aged 15-19 years in Hong Kong. The motivations for utilizing Close Friends and concerns regarding online expression were addressed in the focus group and individual interviews (n=40). A cross-sectional survey (n=1676) was conducted subsequently with eligible secondary school students to examine the prevalence of Close Friends usage, their online and offline help-seeking willingness, and suicide-related experiences. RESULTS: A total of 3 primary motives for using Close Friends were identified during interviews, including (1) interaction and help seeking, (2) release of negative emotions, and (3) ventilation and self-expression. Most participants also highlighted the privacy concerns associated with public online communication and the importance of contacting close friends for emotional support. Survey results showed that use of Close Friends was quite prevalent among adolescents (1163/1646, 70.66%), with around 46% (754/1646, 45.81%) of respondents being frequent users. Differences by gender and school academic banding were also revealed. Regarding help-seeking intentions, youths were generally positive about seeking help from peers and friends offline (1010/1266, 79.78%) yet negative about seeking assistance from online friends or professionals with whom they had not yet developed a real-world connection (173/1266, 13.67%). Most notably, frequencies of Close Friends usage were differentially associated with online and offline help-seeking willingness and youths' suicidality. Compared with nonusers, those who had ever used the feature were more likely to seek offline support (adjusted odds ratios [AORs] 1.82-2.36), whereas heavy use of Close Friends was associated with increased odds of online help-seeking willingness (AOR 1.76, 95% CI 1.06-2.93) and a higher risk of suicidality (AOR 1.53, 95% CI 1.01-2.31). CONCLUSIONS: The popularity of Close Friends reflects the increasing need for private online expression among youth. This study demonstrates the importance of Close Friends for self-expression and private conversation and inadequacy of peer support for suicidal adolescents. Further research is needed to identify the causal relationship between Close Friends usage and help-seeking willingness to guide the advancement of suicide prevention strategies. Researchers and social media platforms may cooperate to co-design a risk monitoring system tailored to the private SNS context, assisting professionals in identifying youth at risk of suicide.


Subject(s)
Suicidal Ideation , Suicide , Adolescent , Cross-Sectional Studies , Friends , Hong Kong , Humans , Suicide/psychology
7.
Diabetes Care ; 45(12): 2871-2882, 2022 12 01.
Article in English | MEDLINE | ID: mdl-35972235

ABSTRACT

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.


Subject(s)
Diabetes Mellitus, Type 2 , Adult , Humans , Cohort Studies , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/drug therapy , Prospective Studies , Primary Health Care , Risk Assessment , Risk Factors
8.
BMJ Open ; 12(8): e063150, 2022 08 16.
Article in English | MEDLINE | ID: mdl-35973704

ABSTRACT

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.


Subject(s)
COVID-19 , Noncommunicable Diseases , Adolescent , Adult , COVID-19/epidemiology , Cohort Studies , Cross-Sectional Studies , Delivery of Health Care , Humans , Noncommunicable Diseases/epidemiology , Noncommunicable Diseases/therapy , Pandemics
9.
BMJ Open ; 12(5): e059430, 2022 05 24.
Article in English | MEDLINE | ID: mdl-35613775

ABSTRACT

INTRODUCTION: Diabetes mellitus (DM) is a major non-communicable disease with an increasing prevalence. Undiagnosed DM is not uncommon and can lead to severe complications and mortality. Identifying high-risk individuals at an earlier disease stage, that is, pre-diabetes (pre-DM), is crucial in delaying progression. Existing risk models mainly rely on non-modifiable factors to predict only the DM risk, and few apply to Chinese people. This study aims to develop and validate a risk prediction function that incorporates modifiable lifestyle factors to detect DM and pre-DM in Chinese adults in primary care. METHODS AND ANALYSIS: A cross-sectional study to develop DM/Pre-DM risk prediction functions using data from the Hong Kong's Population Health Survey (PHS) 2014/2015 and a 12-month prospective study to validate the functions in case finding of individuals with DM/pre-DM. Data of 1857 Chinese adults without self-reported DM/Pre-DM will be extracted from the PHS 2014/2015 to develop DM/Pre-DM risk models using logistic regression and machine learning methods. 1014 Chinese adults without a known history of DM/Pre-DM will be recruited from public and private primary care clinics in Hong Kong. They will complete a questionnaire on relevant risk factors and blood tests on Oral Glucose Tolerance Test (OGTT) and haemoglobin A1C (HbA1c) on recruitment and, if the first blood test is negative, at 12 months. A positive case is DM/pre-DM defined by OGTT or HbA1c in any blood test. Area under receiver operating characteristic curve, sensitivity, specificity, positive predictive value and negative predictive value of the models in detecting DM/pre-DM will be calculated. ETHICS AND DISSEMINATION: Ethics approval has been received from The University of Hong Kong/Hong Kong Hospital Authority Hong Kong West Cluster (UW19-831) and Hong Kong Hospital Authority Kowloon Central/Kowloon East Cluster (REC(KC/KE)-21-0042/ER-3). The study results will be submitted for publication in a peer-reviewed journal. TRIAL REGISTRATION NUMBER: US ClinicalTrial.gov: NCT04881383; HKU clinical trials registry: HKUCTR-2808; Pre-results.


Subject(s)
Diabetes Mellitus , Prediabetic State , Adult , Cross-Sectional Studies , Diabetes Mellitus/diagnosis , Diabetes Mellitus/epidemiology , Glycated Hemoglobin/analysis , Hong Kong/epidemiology , Humans , Prediabetic State/diagnosis , Prediabetic State/epidemiology , Primary Health Care , Prospective Studies
10.
Cyberpsychol Behav Soc Netw ; 25(6): 384-391, 2022 Jun.
Article in English | MEDLINE | ID: mdl-35594242

ABSTRACT

Despite widespread interest in social media use, little is known about the heterogeneity of underlying motivations for online engagement among at-risk adolescents. This study adopted a mixed-methods approach to evaluate the motives of online expression among Hong Kong youths aged 15-19, as well as their relationships to online help-seeking willingness and suicide risks. In total, 6 focus groups and 12 individual interviews were conducted (N = 40) to elicit information regarding online expression purposes and to construct questionnaire items. The cross-sectional survey (N = 1,676) was undertaken subsequently to determine the prevalence of motives, and their correlations with online help-seeking willingness and suicide risks. Qualitative interviews revealed two key themes: major motivations for online expression, and features of online expression and help-seeking among suicidal youths. Quantitative analyses demonstrated the prevalence of each online expression purpose, with most reporting on "emotional expression" and "life sharing and documentation," but variations identified by gender, school academic banding, and suicide-related experience. Notably, an ordinal logistic regression model revealed that motives of "emotional expression" and "image building" were associated with increased suicide risks, while the purpose of "life sharing" was associated with decreased suicide risks. Those who expressed online for "self-expression" and "friend making" showed a stronger willingness for online help-seeking. These findings provide a more holistic overview of the purposes of online expression, which suggested the likelihood of mental health issues and the need for support. Such insight may facilitate the development of more effective suicide prevention strategies and online intervention services.


Subject(s)
Motivation , Suicide , Adolescent , Cross-Sectional Studies , Hong Kong , Humans , Suicidal Ideation , Suicide/psychology
11.
BMJ Open ; 11(2): e038775, 2021 02 05.
Article in English | MEDLINE | ID: mdl-33550225

ABSTRACT

INTRODUCTION: Hypertension (HT) and diabetes mellitus (DM) and are major disease burdens in all healthcare systems. Given their high impact on morbidity, premature death and direct medical costs, we need to optimise effectiveness and cost-effectiveness of primary care for patients with HT/DM. This study aims to find out the association of trajectories in disease patterns and treatment of patients with HT/DM including multimorbidity and continuity of care with disease outcomes and service utilisation over 10 years in order to identify better approaches to delivering primary care services. METHODS AND ANALYSIS: A 10-year retrospective cohort study on a population-based primary care cohort of Chinese patients with documented doctor-diagnosed HT and/or DM, managed in the Hong Kong Hospital Authority (HA) public primary care clinics from 1 January 2006 to 31 December 2019. Data will be extracted from the HA Clinical Management System to identify trajectory patterns of patients with HT/DM. Complications defined by ICPC-2/International Classification of Diseases-Ninth Revision, Clinical Modification diagnosis codes, all-cause mortality rates and public service utilisation rates are included as independent variables. Changes in clinical parameters will be investigated using a growth mixture modelling analysis with standard quadratic trajectories. Dependent variables including effects of multimorbidity, measured by (1) disease count and (2) Charlson's Comorbidity Index, and continuity of care, measured by the Usual Provide Continuity Index, on patient outcomes and health service utilisation will be investigated. Multivariable Cox proportional hazards regression will be conducted to estimate the effect of multimorbidity and continuity of care after stratification of patients into groups according to respective definitions. ETHICS AND DISSEMINATION: This study was approved by the institutional review board of the University of Hong Kong-the HA Hong Kong West Cluster, reference no: UW 19-329. The study findings will be disseminated through peer-reviewed publications and international conferences. TRIAL REGISTRATION NUMBER: NCT04302974.


Subject(s)
Diabetes Mellitus , Hypertension , Cohort Studies , Diabetes Mellitus/epidemiology , Health Services , Hong Kong/epidemiology , Humans , Hypertension/epidemiology , Retrospective Studies
12.
J Diabetes Investig ; 12(9): 1632-1641, 2021 Sep.
Article in English | MEDLINE | ID: mdl-33484625

ABSTRACT

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.


Subject(s)
Diabetes Mellitus, Type 2/physiopathology , Diabetic Retinopathy/diagnosis , Mass Screening/economics , Motivation , Primary Health Care/economics , Severity of Illness Index , Case-Control Studies , Diabetic Retinopathy/economics , Diabetic Retinopathy/epidemiology , Diabetic Retinopathy/psychology , Female , Follow-Up Studies , Hong Kong/epidemiology , Humans , Male , Mass Screening/methods , Middle Aged , Prognosis , Retrospective Studies
13.
Diabetes Obes Metab ; 23(4): 897-909, 2021 04.
Article in English | MEDLINE | ID: mdl-33319467

ABSTRACT

AIMS: To develop and validate 10-year risk prediction models, nomograms and charts for end-stage renal disease (ESRD) in Chinese patients with type 2 diabetes mellitus (T2DM) in primary care, in order to guide individualized treatment. MATERIALS AND METHODS: This was a 10-year population-based observational cohort study. A total of 141 516 Chinese T2DM patients without history of cardiovascular disease or ESRD who were managed in public primary care clinics in 2008 were included and followed up until December 2017. Two-thirds of these patients were randomly selected to develop sex-specific ESRD risk prediction models using Cox regressions. The validity and accuracy of the models were tested on the remaining third of patients using Harrell's C-index. We selected variables based on their clinical and statistical importance to construct the nomograms and charts. RESULTS: The median follow-up period was 9.75 years. The cumulative incidence of ESRD was 6.0% (men: 6.1%, women: 5.9%). Age, diabetes duration, systolic blood pressure (SBP), SBP variability, diastolic blood pressure, triglycerides, glycated haemoglobin (HbA1c), HbA1c variability, urine albumin to creatinine ratio (UACR), and estimated glomerular filtration rate (eGFR) were significant predictors for both sexes. Smoking and total cholesterol to HDL cholesterol ratio were additional significant predictors for men and women, respectively. The models showed Harrell's C-statistics of 0.889/0.889 (women/men). Age, eGFR, UACR, SBP and HbA1c were selected for both sexes to develop nomograms and charts. CONCLUSIONS: Using routinely available variables, the 10-year ESRD risk of Chinese T2DM patients in primary care can be predicted with approximately 90% accuracy. We have developed different tools to facilitate routine ESRD risk prediction in primary care, so that individualized care can be provided to prevent or delay ESRD in T2DM patients.


Subject(s)
Diabetes Mellitus, Type 2 , Kidney Failure, Chronic , China/epidemiology , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/epidemiology , Female , Glomerular Filtration Rate , Humans , Kidney Failure, Chronic/epidemiology , Kidney Failure, Chronic/etiology , Male , Nomograms , Primary Health Care , Retrospective Studies , Risk Factors
14.
BMJ Open ; 10(12): e040373, 2020 12 15.
Article in English | MEDLINE | ID: mdl-33323434

ABSTRACT

INTRODUCTION: Managing chronic musculoskeletal problems usually focuses on pain control using medications, but outcomes are often unsatisfactory and sometimes harmful. Information on a patient's health-related quality of life (HRQOL) may trigger a doctor to tailor management improving quality of life. The aim of this trial is to find out whether routine measurement and reporting of a patient's EuroQoL 5-Dimension 5-Level (EQ-5D-5L) HRQOL data using an electronic platform can improve HRQOL and pain in patients with chronic knee or back problems in primary care. We will also assess the acceptability of routine electronic measurements and reporting of the EQ-5D-5L in primary care settings. METHODS: This is a multicentre, prospective, cluster randomised controlled trial set in six public primary care clinics in Hong Kong. At the intervention clinics, subjects will complete an electronic EQ-5D-5L form at recruitment and at each clinic follow-up over 12 months. A report of the patient's longitudinal EQ-5D-5L data will be provided to the doctor. Subjects in the control clinics will receive care as usual. All subjects will complete the Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC), a 10-point Pain Rating Scale and a structured questionnaire to collect sociodemographic information and data on morbidity and service utilisation at recruitment at baseline, 3, 6 and 12 months. Primary outcome is the change in WOMAC total score. Secondary outcomes are change in pain, other patient-reported outcome scores and doctor-rated severity of disease. Group differences in the changes in WOMAC and other outcome scores over time will be analysed using generalised estimating equation model with an intention-to-treat principle. ETHICS AND DISSEMINATION: Ethics approval has been obtained from The University of Hong Kong/Hospital Authority Hong Kong West Cluster (IRB reference number: UW 18-270). The results of the trial will be submitted for publication in a peer-reviewed journal. TRIAL REGISTRATION NUMBER: NCT03609762.


Subject(s)
Musculoskeletal Diseases , Pain Measurement , Hong Kong , Humans , Prospective Studies , Quality of Life , Randomized Controlled Trials as Topic , Self Report , Surveys and Questionnaires
16.
Psychol Health Med ; 25(9): 1049-1061, 2020 10.
Article in English | MEDLINE | ID: mdl-31941369

ABSTRACT

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.


Subject(s)
Psychological Distress , Self Concept , Socioeconomic Factors , Stress, Psychological/epidemiology , Adult , Age Factors , Female , Hong Kong/epidemiology , Humans , Male , Middle Aged , Occupations , Social Class , Young Adult
18.
J Public Health (Oxf) ; 41(2): 399-404, 2019 06 01.
Article in English | MEDLINE | ID: mdl-29982744

ABSTRACT

BACKGROUND: While qualitative studies suggested that continuity of care by primary care physicians (PCPs) facilitated consultations for psychological problems, there was limited quantitative evidence. This survey compared management of psychological distress between patients with and without a regular PCP. METHODS: A questionnaire survey was conducted with 1626 adult primary care attenders from 13 private and 6 public clinics in Hong Kong. Management of psychological distress between respondents with a regular PCP and those without were compared. Effects of demographic factors were adjusted for by multivariable logistic regression. RESULTS: Among the 1626 respondents, 650 (40.0%) reported that they had ever experienced psychological distress. Of the 650 respondents experienced distress, 307 (47.2%) had a regular PCP. A significantly higher proportion of patients with a regular PCP than those without reported: (i) their PCPs sometimes/often asked about psychological problems [37.7 versus 20.1%, adjusted OR = 2.241]; (ii) they sometimes/often mentioned their psychological problems to PCPs [45.2 versus 24.9%, adjusted OR = 2.503]; and (iii) their distress had been treated by PCPs [22.1 versus 13.4%, adjusted OR = 1.702]. CONCLUSION: Patients with a regular PCP have around double odds of receiving mental health care. Continuity of care by PCPs should be emphasized in mental health care delivery.


Subject(s)
Mental Disorders/diagnosis , Physicians, Primary Care/statistics & numerical data , Psychological Distress , Adolescent , Adult , Continuity of Patient Care/statistics & numerical data , Female , Hong Kong , Humans , Logistic Models , Male , Mental Disorders/therapy , Middle Aged , Surveys and Questionnaires , Young Adult
19.
Fam Pract ; 36(1): 84-90, 2019 01 25.
Article in English | MEDLINE | ID: mdl-30351425

ABSTRACT

Background: Most of the previous studies of help seeking for psychological distress were conducted in Western countries. Chinese studies have had a stronger emphasis on psychosis. Objective: This study aims to understand how Hong Kong Chinese primary care attenders see psychological distress, including its causes, management approaches and recovery, and whether their views are different from Western views. Method: Nine focus groups and six individual interviews were conducted in Hong Kong among Chinese primary care attenders with/without known distress, patients' significant others and the general public, and a questionnaire survey was conducted with 1626 primary care attenders recruited from 13 private clinics and 6 public clinics. Results: More survey respondents agreed with psychological counselling (95.3%) than drugs (69.0%) to relieve psychological distress. Despite the belief in self-resilience (77.7%), only 34.8% respondents agreed that psychological distress could get better without professional help. Respondents with younger ages, better education and higher incomes tended to have stronger trust in counselling and self-resilience than drugs. Qualitative interviews revealed that although participants regarded psychological distress as a common problem in modern societies, distressed patients might be seen as being weak and troublesome. Some distressed patients found their recovery process painful because of discouragement from family and personnel at their workplace. Conclusions: Hong Kong Chinese patients' views of the causes and management approaches of psychological distress are similar to Western findings. However, help seeking and recovery are of greater concern in a Chinese context where patients may receive limited empathy for their conditions of psychological distress.


Subject(s)
Attitude to Health , Counseling/methods , Primary Health Care , Stress, Psychological/psychology , Adult , Aged , Female , Focus Groups , Help-Seeking Behavior , Hong Kong , Humans , Interviews as Topic , Male , Middle Aged , Social Stigma , Surveys and Questionnaires , Young Adult
20.
BMJ Open ; 8(10): e023070, 2018 10 15.
Article in English | MEDLINE | ID: mdl-30327405

ABSTRACT

INTRODUCTION: Diabetes mellitus (DM) is a major disease burden worldwide because it is associated with disabling and lethal complications. DM complication risk assessment and stratification is key to cost-effective management and tertiary prevention for patients with diabetes in primary care. Existing risk prediction functions were found to be inaccurate in Chinese patients with diabetes in primary care. This study aims to develop 10-year risk prediction models for total cardiovascular diseases (CVD) and all-cause mortality among Chinese patients with DM in primary care. METHODS AND ANALYSIS: A 10-year cohort study on a population-based primary care cohort of Chinese patients with diabetes, who were receiving care in the Hospital Authority General Outpatient Clinic on or before 1 January 2008, were identified from the clinical management system database of the Hospital Authority. All patients with complete baseline risk factors will be included and followed from 1 January 2008 to 31 December 2017 for the development and validation of prediction models. The analyses will be carried out separately for men and women. Two-thirds of subjects will be randomly selected as the training sample for model development. Cox regressions will be used to develop 10-year risk prediction models of total CVD and all-cause mortality. The validity of models will be tested on the remaining one-third of subjects by Harrell's C-statistics and calibration plot. Risk prediction models for diabetic complications specific to Chinese patients in primary care will enable accurate risk stratification, prioritisation of resources and more cost-effective interventions for patients with DM in primary care. ETHICS AND DISSEMINATION: The study was approved by the Institutional Review Board of the University of Hong Kong-the Hospital Authority Hong Kong West Cluster (reference number: UW 15-258). TRIAL REGISTRATION NUMBER: NCT03299010; Pre-results.


Subject(s)
Diabetes Complications/epidemiology , Diabetes Mellitus/mortality , Risk Assessment , Adult , China/ethnology , Clinical Protocols , Diabetes Complications/etiology , Diabetes Complications/mortality , Female , Hong Kong/epidemiology , Humans , Male , Models, Statistical , Primary Health Care/statistics & numerical data , Proportional Hazards Models , Retrospective Studies , Risk Factors
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