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Wong CKH, Chen J, Fung SKS, Mok MMY, Cheng YL, Kong I, Lo WK, Lui SL, Chan TM, Lam CLK. Direct and indirect costs of end-stage renal disease patients in the first and second years after initiation of nocturnal home haemodialysis, hospital haemodialysis and peritoneal dialysis. Nephrol Dial Transplant 2019; 34:1565-1576. [PMID: 30668781 DOI: 10.1093/ndt/gfy395] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2018] [Indexed: 11/14/2022] Open
Abstract
AbstractPurposeTo estimate the direct and indirect costs of end-stage renal disease (ESRD) patients in the first and second years of initiating peritoneal dialysis (PD), hospital-based haemodialysis (HD) and nocturnal home HD.MethodsA cost analysis was performed to estimate the annual costs of PD, hospital-based HD and nocturnal home HD for ESRD patients from both the health service provider’s and societal perspectives. Empirical data on healthcare resource use, patients’ out-of-pocket costs, time spent on transportation and dialysis by ESRD patients and time spent by caregivers were analysed. All costs were expressed in Hong Kong year 2017 dollars.ResultsAnalysis was based on 402 ESRD patients on maintenance dialysis (PD: 189; hospital-based HD: 170; and nocturnal home HD: 43). From the perspective of the healthcare provider, hospital-based HD had the highest total annual direct medical costs in the initial year (mean ± SD) (hospital-based HD = $400 057 ± 62 822; PD = $118 467 ± 15 559; nocturnal home HD = $223 358 ± 18 055; P < 0.001) and second year (hospital-based HD = $360 924 ± 63 014; PD = $80 796 ± 15 820; nocturnal home HD = $87 028 ± 9059; P < 0.001). From the societal perspective, hospital-based HD had the highest total annual costs in the initial year (hospital-based HD = $452 151 ± 73 327; PD = $189 191 ± 61 735; nocturnal home HD = $242 038 ± 28 281; P < 0.001) and second year (hospital-based HD = $413 017 ± 73 501; PD = $151 520 ± 60 353; nocturnal home HD = $105 708 ± 23 853; P < 0.001).ConclusionsThis study quantified the economic burden of ESRD patients, and assessed the annual healthcare and societal costs in the initial and second years of PD, hospital-based HD and nocturnal home HD in Hong Kong. From both perspectives, PD is cost-saving relative to hospital-based HD and nocturnal home HD, except that nocturnal home HD has the lowest cost in the second year of treatment from the societal perspective. Results from this cost analysis facilitate economic evaluation in Hong Kong for health services and management targeted at ESRD patients.
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Lian J, McGhee SM, So C, Chau J, Wong CKH, Wong WCW, Lam CLK. Long-term cost-effectiveness of a Patient Empowerment Programme for type 2 diabetes mellitus in primary care. Diabetes Obes Metab 2019; 21:73-83. [PMID: 30058268 DOI: 10.1111/dom.13485] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2018] [Revised: 07/15/2018] [Accepted: 07/24/2018] [Indexed: 11/30/2022]
Abstract
AIM To evaluate the long-term cost-effectiveness of a Patient Empowerment Programme (PEP) for type 2 diabetes mellitus (DM) in primary care. MATERIALS AND METHODS PEP participants were subjects with type 2 DM who enrolled into PEP in addition to enrolment in the Risk Assessment and Management Programme for DM (RAMP-DM) at primary care level. The comparison group was subjects who only enrolled into RAMP-DM without participating in PEP (non-PEP). A cost-effectiveness analysis was conducted using a patient-level simulation model (with fixed-time increments) from a societal perspective. We incorporated the empirical data from a matched cohort of PEP and non-PEP groups to simulate lifetime costs and outcomes for subjects with DM with or without PEP. Incremental cost-effectiveness ratios (ICER) in terms of cost per quality adjusted life year (QALY) gained were calculated. Probabilistic sensitivity analysis was conducted with results presented as a cost-effectiveness acceptability curve. RESULTS With an assumption that the PEP effect would last for 5 years as shown by the empirical data, the incremental cost per subject was US $197 and the incremental QALYs gained were 0.06 per subject, which resulted in an ICER of US $3290 per QALY gained compared with no PEP across the lifetime. Probabilistic sensitivity analysis showed 66% likelihood that PEP is cost-effective compared with non-PEP when willingness-to-pay for a QALY is ≥US $46 153 (based on per capita GDP 2017). CONCLUSIONS Based on this carefully measured cost of PEP and its potentially large benefits, PEP could be highly cost-effective from a societal perspective as an adjunct intervention for patients with DM.
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Wong CKH, Siu SC, Wong KW, Yu EYT, Lam CLK. Five-year effectiveness of short messaging service (SMS) for pre-diabetes. BMC Res Notes 2018; 11:709. [PMID: 30309382 PMCID: PMC6180602 DOI: 10.1186/s13104-018-3810-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2018] [Accepted: 09/30/2018] [Indexed: 12/19/2022] Open
Abstract
Objective An observational post-randomized controlled trial (RCT) design was adopted to evaluate the long-term sustainability and maintenance of improved glycemic control, lipid profile, reduced progression to diabetes at 3-year following a 2-year short messaging service (SMS). We performed a naturalistic follow-up to the 104 participants of SMS intervention, a 2-year randomized controlled trial comparing the SMS to non-SMS for pre-diabetes. All participants were arranged screening for diabetes at 5-year assessment. Primary outcome of this post-RCT study was cumulative incidence of diabetes whereas secondary outcomes were the change in biometric data over a 5-year period. Results After a mean 57-month follow-up, 19 (18.3%) were lost to follow-up after the RCT period. Progression to diabetes occurred in 20 and 16 patients among the intervention and control group respectively, with no significant between-group difference (8.06 and 7.31 cases per 100 person years, respectively; Hazard Ratio in the intervention group, 1.184; 95% confidence interval, 0.612 to 2.288; p-value = 0.616). No significant effect of SMS on reduction in diabetes was observed in overall and pre-defined subgroups. The SMS intervention preserved the clinical benefits within the trial period but failed to transform from treatment efficacy to long-term effectiveness beyond 2 years after intervention. Trail registration ClinicalTrials.gov Identifier NCT01556880, retrospectively registered on March 16, 2012
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Wong MY, Yang Y, Cao Z, Guo VYW, Lam CLK, Wong CKH. Effects of health-related quality of life on health service utilisation in patients with colorectal neoplasms. Eur J Cancer Care (Engl) 2018; 27:e12926. [DOI: 10.1111/ecc.12926] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2017] [Revised: 09/27/2017] [Accepted: 08/19/2018] [Indexed: 01/21/2023]
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Wong CKH, Jiao F, Tang EHM, Tong T, Thokala P, Lam CLK. Direct medical costs of diabetes mellitus in the year of mortality and year preceding the year of mortality. Diabetes Obes Metab 2018; 20:1470-1478. [PMID: 29430799 DOI: 10.1111/dom.13253] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/29/2017] [Revised: 01/25/2018] [Accepted: 02/07/2018] [Indexed: 01/04/2023]
Abstract
AIM To report the health resource use and estimate the direct medical costs among patients with diabetes mellitus (DM) in the year of mortality and the year preceding the year of mortality. MATERIALS AND METHODS We analysed data from a population-based, retrospective cohort study including all adults with a DM diagnosis in Hong Kong between 2009 and 2013, and who died between January 1, 2010 and December 31, 2013. The annual direct medical costs in the year of mortality and the year preceding the year of mortality were determined by summing the costs of health services utilized within the respective year. The costs were analysed by gender, the presence of comorbidities, diabetic complications and primary cause of death. RESULTS A total of 10 649 patients met the eligibility criteria for analysis. On average, the direct medical costs in the year of death were 1.947 times higher than those in the year before death. Men and women with DM incurred similar costs in the year preceding the year of mortality and in the mortality year. Patients with any diabetic complications incurred greater costs in the year of mortality and the year before mortality than those without. CONCLUSIONS This analysis provides new evidence on incorporating additional direct medical costs in the mortality year, and refining the structure of total cost estimates for use in costing and cost-effectiveness analyses of interventions for DM.
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Wong CKH, Mulhern B, Cheng GHL, Lam CLK. SF-6D population norms for the Hong Kong Chinese general population. Qual Life Res 2018; 27:2349-2359. [PMID: 29797176 DOI: 10.1007/s11136-018-1887-3] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/16/2018] [Indexed: 01/22/2023]
Abstract
PURPOSE To estimate population norms for the SF-6D health preference (utility) scores derived from the MOS SF-36 version 1 (SF-36v1), SF-36 version 2 (SF-36v2), and (SF-12v2) health surveys collected from a representative adult sample in Hong Kong, and to assess differences in SF-6D scores across sociodemographic subgroups. METHODS A random telephone survey of 2410 Chinese adults was conducted. All respondents completed questionnaires on sociodemographics and presence of chronic diseases (hypertension, diabetes, chronic rheumatism, chronic lung diseases, stroke, and mental illness), and the short-form 36-item health survey (SF-36) version 1, and selected items of the SF-36v2 that were different from those of SF-36v1. Responses of short-form 12-item health survey (SF-12) were extracted from responses of the SF-36 items. SF-6D health utility scores were derived from SF-36 version 1 (SF-6DSF-36v1), SF-36 version 2 (SF-6DSF-36v2), and SF-12 version 2 (SF-6DSF-12v2) using Hong Kong SF-6D value set. RESULTS Population norms of SF-6DSF-36v1, SF-6DSF-36v2, and SF-6DSF-12v2 for the Hong Kong Chinese were 0.7947 (± 0.0048), 0.7862 (± 0.0049), and 0.8147 (± 0.0050), respectively. Three SF-6D scores were highly correlated (0.861-0.954), and had a high degree of reliability and absolute agreement. Males had higher health utility scores (SF-6DSF-36v1: 0.0025; SF-6DSF-36v2: 0.025; SF-6DSF-12v2: 0.018) but reported less problems in all the dimensions than women. Respondents with a higher number of chronic diseases had lower SF-6D scores. Among all respondents with one or more chronic diseases, those with hypertension scored the highest whereby those with mental illness scored the least. CONCLUSIONS The SF-6D utility scores derived from different SF-36 or SF-12 health surveys were different. The population norms based on these three health surveys enable the normative comparisons of health utility scores from specific population or patient groups, and provide estimates of age-gender adjusted health utility scores for health economic evaluations.
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Guo VYW, Wong CKH, Wong RSM, Yu EYT, Ip P, Lam CLK. Spillover Effects of Maternal Chronic Disease on Children’s Quality of Life and Behaviors Among Low-Income Families. PATIENT-PATIENT CENTERED OUTCOMES RESEARCH 2018; 11:625-635. [DOI: 10.1007/s40271-018-0314-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/16/2022]
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Wong CKH, Lang BHH, Yu HMS, Lam CLK. EQ-5D-5L and SF-6D Utility Measures in Symptomatic benign Thyroid Nodules: Acceptability and Psychometric Evaluation. PATIENT-PATIENT CENTERED OUTCOMES RESEARCH 2018; 10:447-454. [PMID: 28224296 DOI: 10.1007/s40271-017-0220-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
PURPOSE The aim of this study was to examine the acceptability, validity, and reliability of the EuroQoL Five-Dimension Five-Level (EQ-5D-5L) and Short-Form Six-Dimension (SF-6D) health utility measures in patients with symptomatic benign thyroid nodules. METHODS Data from a randomized controlled trial (ClinicalTrials.gov identifier: NCT02398721) of 294 patients with symptomatic benign thyroid nodules were utilized for this psychometric evaluation of health-related quality of life (HR-QOL) measurement. Three HR-QOL questionnaires-the generic 12-item Short Form Health Survey (SF-12v2), EQ-5D-5L, and SF-6D-were interviewer-administered at baseline and 2 weeks afterwards. Responses to SF-6D were transformed to SF-6D utility scores using a Hong Kong population scoring algorithm derived by standard gamble, whereas responses to EQ-5D-5L were mapped onto EQ-5D-3L response via interim mapping algorithms and then converted to EQ-5D-5L utility scores using a Chinese-specific value set. Construct validity was determined by evaluating Spearman correlation between SF-12v2 scores and utility scores. Two-week test-retest reliability was assessed using intra-class correlation coefficient. RESULTS No significant (>15%) floor and ceiling effects were observed for SF-6D utility scores. The SF-6D utility scores had a moderate Spearman rank correlation with the SF-12v2 domain score providing evidence for adequate construct validity. The SF-6D utility scores showed good test-retest reliability (0.794; range 0.696-0.860). Better reliability was observed in SF-6D utility scores than in EQ-5D-5L utility scores. CONCLUSIONS While the EQ-5D-5L instrument was less reproducible, the SF-6D instrument appeared to be an applicable, valid, and reliable measure in assessing the HR-QOL of Chinese patients with symptomatic benign thyroid nodules. The impact of utility score selection on the effectiveness and cost effectiveness of clinical interventions targeted to these patients needs further exploration. CLINICAL TRIAL NUMBER AND REGISTRY NCT02398721, ClinicalTrials.gov.
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Lian J, McGhee SM, Gangwani RA, Lam CLK, Yap MKH, Wong DSH. Awareness of diabetic retinopathy and its association with attendance for systematic screening at the public primary care setting: a cross-sectional study in Hong Kong. BMJ Open 2018; 8:e019989. [PMID: 29654021 PMCID: PMC5905753 DOI: 10.1136/bmjopen-2017-019989] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
OBJECTIVE To assess the association between awareness of diabetic retinopathy (DR) and actual attendance for DR screening. DESIGN Cross-sectional study. SETTING Two public general outpatient clinics. PARTICIPANTS The subjects were people with diabetes mellitus (DM) who participated in a randomised controlled trial, set up in 2008, to test the impact of a copayment on attendance for DR screening. PRIMARY AND SECONDARY OUTCOME MEASURES The subjects' awareness of DR was evaluated using a structured questionnaire conducted via a telephone interview. The attendance for screening was from the actual attendance data. Association between awareness and attendance for screening was determined using multivariate logistic regression model and was reported as ORs. RESULTS A total of 2593 participants completed the questionnaire. A total of 42.9% (1113/2593) said they would worry if they had any vision loss and 79.6% (2063/2593) knew that DM could cause blindness. Only 17.5% (453/2593) knew that treatment was available for DR and 11.5% (297/2593) knew that early DR could be asymptomatic. The importance of having a regular eye examination was acknowledged by 75.7% (1964/2593), but 34% (881/2593) did not know how frequently their eyes should be examined. Worry about vision loss (OR=1.72, P<0.001), awareness of the importance of regular eye examination (OR=1.83, P=0.002) and awareness of the frequency of eye examinations ('every year' (OR=2.64, P<0.001) or 'every 6 months' (OR=3.27, P<0.001)) were the most significant factors associated with attendance. CONCLUSIONS Deficits in knowledge of DR and screening were found among subjects with DM, and three awareness factors were associated with attendance for screening. These factors could be targeted for future interventions.
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Wong CKH, Fung CSC, Yu EYT, Wan EYF, Chan AKC, Lam CLK. Temporal trends in quality of primary care for patients with type 2 diabetes mellitus: A population-based retrospective cohort study after implementation of a quality improvement initiative. Diabetes Metab Res Rev 2018; 34. [PMID: 28925010 DOI: 10.1002/dmrr.2952] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/14/2017] [Revised: 08/24/2017] [Accepted: 09/10/2017] [Indexed: 01/01/2023]
Abstract
BACKGROUND This study examined whether temporal trends exist in treatment of patients with type 2 diabetes (T2D) and quality of diabetes care after implementation of quality improvement initiative in primary care setting. METHODS We conducted a population-based retrospective cohort study of 202,284 patients with T2D who were routinely managed in primary care clinics. We examined the change over time and the variability between clinics in quality of care from Hospital Authority administrative data over a 5-year period (2009-2013) and used multilevel logistic regression to adjust for patient and clinic characteristics. Observational period was partitioned in 5 calendar years. Ten quality-of-care criteria were selected: adherence to 7 process of care criteria (HbA1c test, renal function test, full lipid profile, urine protein analysis, retinal screening, lipid-lowering agent prescriptions among patients with hypercholesterolaemia, and angiotensin converting enzyme inhibitor/angiotensin receptor blocker prescriptions among patients with microalbuminuria) and 3 outcome of care criteria (HbA1c ≤ 7%, BP ≤ 130/80 mmHg, and LDL-C ≤ 2.6 mmol/L). Variability of standards between clinics was assessed by using intracluster correlation coefficients. RESULTS Characteristics of patients with T2D managed in primary care changed substantially during the observational period, with increasing age and usage of insulin and longer duration of diabetes but improved metabolic profiles (all P trend < .001). Performance rates of the 7 process and 3 clinical outcomes of care criteria increased remarkably over time (all P trend < .001). Variations in retinal screening delivery between clinics were considerable, albeit decreasing over time. CONCLUSIONS Coinciding with implementation of quality improvement initiative, quality of diabetes care improved significantly in the past 5 years, in part attributable to benefits of integrated multidisciplinary diabetes management.
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Chin WY, Choi EPH, Wan EYF, Lam CLK. The mediating factors in the relationship between lower urinary tract symptoms and health-related quality of life. BMC Res Notes 2017; 10:611. [PMID: 29169376 PMCID: PMC5701359 DOI: 10.1186/s13104-017-2928-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2016] [Accepted: 11/10/2017] [Indexed: 11/10/2022] Open
Abstract
OBJECTIVES An earlier study found that mental health partially mediates the relationship between lower urinary tract symptoms (LUTS) severity and health-related quality of life (HRQOL). In other words, LUTS adversely affects mental health, which in turn adversely affects HRQOL. A major limitation of the previous study was its cross-sectional design. The aim of this study is to evaluate whether changes in mental health mediated the association between changes in the severity of LUTS and changes in HRQOL over 24 months by using Baron and Kenny's regression procedure and Preacher and Hayes's bootstrapping method. RESULTS We found that changes in mental health were a mediator in the relationship between the change of LUTS severity and the change of LUTS-specific HRQOL. Changes in LUTS severity lead to changes in mental health, which in turn affects the change of LUTS-specific HRQOL. It was observed however that changes in mental health did not mediate the relationship between the change of LUTS severity and the change of the physical aspects of generic HRQOL. These findings suggest that in order to optimize LUTS-specific HRQOL, both LUTS severity and mental health may need to be addressed concurrently.
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Zhang Q, Wong CKH, Kung K, Chan JCY, Sy BTW, Lam M, Xu XG, Yang MF, Yu Y, Lin XP, Lam CLK. Development and validation study of a non-alcoholic fatty liver disease risk scoring model among adults in China. Fam Pract 2017; 34:667-672. [PMID: 28586417 DOI: 10.1093/fampra/cmx049] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/21/2023] Open
Abstract
BACKGROUND Non-alcoholic fatty liver disease (NAFLD) is one of the most common liver diseases in China. It is usually asymptomatic and transabdominal ultrasound (USS) is the usual means for diagnosis, but it may not be feasible to have USS screening of the whole population. OBJECTIVE To develop a risk scoring model for predicting the presence of NAFLD using parameters that can be easily obtain in clinical settings. METHODS A retrospective study on the data of 672 adults who had general health check including a transabdominal ultrasound. Fractional polynomial and multivariable logistic regressions of sociodemographic and biochemical variables on NAFLD were used to identify the predictors. A risk score was assigned to each predictor using the scaled standardized β-coefficient to create a risk prediction algorithm. The accuracy for NAFLD detection by each cut-off score in the risk algorithm was evaluated. RESULTS The prevalence of NAFLD in our study population was 33.0% (222/672). Six significant factors were selected in the final prediction model. The areas under the curve (AUC) was 0.82 (95% CI: 0.78-0.85). The optimal cut-off score, based on the ROC was 35, with a sensitivity of 76.58% (95% CI: 70.44-81.98%) and specificity of 74.89% (95% CI: 70.62-78.83%). CONCLUSION A NAFLD risk scoring model can be used to identify asymptomatic Chinese people who are at risk of NAFLD for further USS investigation.
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Jiao F, Wong CKH, Tang SCW, Fung CSC, Tan KCB, McGhee S, Gangwani R, Lam CLK. Annual direct medical costs associated with diabetes-related complications in the event year and in subsequent years in Hong Kong. Diabet Med 2017. [PMID: 28636749 DOI: 10.1111/dme.13416] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
AIM To develop models to estimate the direct medical costs associated with diabetes-related complications in the event year and in subsequent years. METHODS The public direct medical costs associated with 13 diabetes-related complications were estimated among a cohort of 128 353 people with diabetes over 5 years. Private direct medical costs were estimated from a cross-sectional survey among 1825 people with diabetes. We used panel data regression with fixed effects to investigate the impact of each complication on direct medical costs in the event year and subsequent years, adjusting for age and co-existing complications. RESULTS The expected annual public direct medical cost for the baseline case was US$1,521 (95% CI 1,518 to 1,525) or a 65-year-old person with diabetes without complications. A new lower limb ulcer was associated with the biggest increase, with a multiplier of 9.38 (95% CI 8.49 to 10.37). New end-stage renal disease and stroke increased the annual medical cost by 5.23 (95% CI 4.70 to 5.82) and 5.94 (95% CI 5.79 to 6.10) times, respectively. History of acute myocardial infarction, congestive heart failure, stroke, end-stage renal disease and lower limb ulcer increased the cost by 2-3 times. The expected annual private direct medical cost of the baseline case was US$187 (95% CI 135 to 258) for a 65-year-old man without complications. Heart disease, stroke, sight-threatening diabetic retinopathy and end-stage renal disease increased the private medical costs by 1.5 to 2.5 times. CONCLUSIONS Wide variations in direct medical cost in event year and subsequent years across different major complications were observed. Input of these data would be essential for economic evaluations of diabetes management programmes.
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Lian J, McGhee SM, So C, Chau J, Wong CKH, Wong WCW, Lam CLK. Five-year cost-effectiveness of the Patient Empowerment Programme (PEP) for type 2 diabetes mellitus in primary care. Diabetes Obes Metab 2017; 19:1312-1316. [PMID: 28230312 DOI: 10.1111/dom.12919] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2016] [Revised: 02/13/2017] [Accepted: 02/20/2017] [Indexed: 11/28/2022]
Abstract
This study evaluated the short-term cost-effectiveness of the Patient Empowerment Programme (PEP) for diabetes mellitus (DM) in Hong Kong. Propensity score matching was used to select a matched group of PEP and non-PEP subjects. A societal perspective was adopted to estimate the cost of PEP. Outcome measures were the cumulative incidence of all-cause mortality and diabetic complication over a 5-year follow-up period and the number needed to treat (NNT) to avoid 1 event. The incremental cost-effectiveness ratio (ICER) of cost per event avoided was calculated using the PEP cost per subject multiplied by the NNT. The PEP cost per subject from the societal perspective was US$247. There was a significantly lower cumulative incidence of all-cause mortality (2.9% vs 4.6%, P < .001), any DM complication (9.5% vs 10.8%, P = .001) and CVD events (6.8% vs 7.6%, P = .018), in the PEP group. The costs per death from any cause, DM complication or case of CVD avoided were US$14 465, US$19 617 and US$30 796, respectively. The extra amount allocated to managing PEP was small and it appears cost-effective in the short-term as an addition to RAMP.
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Wong WCW, Zhu S, Ong JJ, Peng M, Lam CLK, Kidd MR, Roland M, Jiang S. Primary care workforce and continuous medical education in China: lessons to learn from a nationwide cross-sectional survey. BMJ Open 2017; 7:e015145. [PMID: 28710208 PMCID: PMC5734561 DOI: 10.1136/bmjopen-2016-015145] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2016] [Revised: 05/27/2017] [Accepted: 06/12/2017] [Indexed: 11/04/2022] Open
Abstract
OBJECTIVES This study aimed to examine the education and training background of Chinese community health centres (CHCs) staff, continuous medical education (CME) and factors affecting participation in CME. DESIGN Cross-sectional survey. SETTING Community health centres (CHCs). PARTICIPANTS All doctors and nurses working in selected CHCs (excluding those solely practising traditional Chinese Medicine). MAIN OUTCOME MEASURES CME recorded by CHCs and self-reported CME participation. METHODS A stratified random sample of CHCs based on geographical distribution and 2:1 urban-suburban ratio was selected covering three major regions of China. Two questionnaires, one for lead clinicians and another for frontline health professionals, were administered between September-December 2015, covering the demographics of clinic staff, staff training and CME activities. RESULTS 149 lead clinicians (response rate 79%) and 1734 doctors and 1846 nurses completed the survey (response rate 86%). Of the doctors, 54.5% had a bachelor degree and only 47% were registered as general practitioners (GPs). Among the doctors, 10.5% carried senior titles. Few nurses (4.6%) had training in primary care. Those who have reported participating in CME were 91.6% doctors and 89.2% nurses. CME participation in doctors was more commonly reported by older doctors, females, those who were registered as a GP and those with intermediate or senior job titles. CME participation in nurses was more common among those with a bachelor degree or intermediate/senior job titles or those with longer working experience in the CHC. CONCLUSION Only half of doctors have bachelor degrees or are registered as GPs as their prime registration in the primary care workforce in China. The vast majority of CHC staff participated in CME but there is room for improvement in how CME is organised.
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Wong WCW, Jiang S, Ong JJ, Peng M, Wan E, Zhu S, Lam CLK, Kidd MR, Roland M. Bridging the Gaps Between Patients and Primary Care in China: A Nationwide Representative Survey. Ann Fam Med 2017; 15:237-245. [PMID: 28483889 PMCID: PMC5422085 DOI: 10.1370/afm.2034] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2016] [Revised: 09/29/2016] [Accepted: 10/19/2016] [Indexed: 11/09/2022] Open
Abstract
PURPOSE China introduced a national policy of developing primary care in 2009, establishing 8,669 community health centers (CHCs) by 2014 that employed more than 300,000 staff. These facilities have been underused, however, because of public mistrust of physicians and overreliance on specialist care. METHODS We selected a stratified random sample of CHCs throughout China based on geographic distribution and urban-suburban ratios between September and December 2015. Two questionnaires, 1 for lead clinicians and 1 for primary care practitioners (PCPs), asked about the demographics of the clinic and its clinical and educational activities. Responses were obtained from 158 lead clinicians in CHCs and 3,580 PCPs (response rates of 84% and 86%, respectively). RESULTS CHCs employed a median of 8 physicians and 13 nurses, but only one-half of physicians were registered as PCPs, and few nurses had training specifically for primary care. Although virtually all clinics were equipped with stethoscopes (98%) and sphygmomanometers (97%), only 43% had ophthalmoscopes and 64% had facilities for gynecologic examination. Clinical care was selectively skewed toward certain chronic diseases. Physicians saw a median of 12.5 patients per day. Multivariate analysis showed that more patients were seen daily by physicians in CHCs organized by private hospitals and those having pharmacists and nurses. CONCLUSIONS Our survey confirms China's success in establishing a large, mostly young primary care workforce and providing ongoing professional training. Facilities are basic, however, with few clinics providing the comprehensive primary care required for a wide range of common physical and mental conditions. Use of CHCs by patients remains low.
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Lian JX, McGhee SM, Chau J, Wong CKH, Lam CLK, Wong WCW. Systematic review on the cost-effectiveness of self-management education programme for type 2 diabetes mellitus. Diabetes Res Clin Pract 2017; 127:21-34. [PMID: 28315575 DOI: 10.1016/j.diabres.2017.02.021] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/07/2016] [Accepted: 02/14/2017] [Indexed: 11/18/2022]
Abstract
OBJECTIVES A review of cost-effectiveness studies on self-management education programmes for Type 2 diabetes mellitus. METHODS Cochrane, PubMed and PsycINFO databases were searched for papers published from January 2003 through September 2015. Further hand searching using the reference lists of included papers was carried out. RESULTS In total, 777 papers were identified and 12 papers were finally included. We found eight programmes whose effectiveness analyses were based on randomised controlled trials and whose costs were comprehensively estimated from the stated perspective. Among these eight, four studies showed a cost per unit reduction in clinical risk factors (HbA1c or BMI) of US$491 to US$7723 or cost per glycaemic symptom day avoided of US$39. In three studies the cost per QALY gained, as estimated from a life-time model, was less than US$50,000. However, one study found the programme was not cost-effective despite a gain in QALYs at the one-year follow up. CONCLUSION A small number of cost-effectiveness studies were identified with only eight of sufficiently good quality. The cost of a self-management education programme achieving reduction in clinical risk factors seems to be modest and is likely to be cost-effective in the long-term.
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Wong CKH, Lang BHH, Guo VYW, Lam CLK. Possible Impact of Incremental Cost-Effectiveness Ratio (ICER) on Decision Making for Cancer Screening in Hong Kong: A Systematic Review. APPLIED HEALTH ECONOMICS AND HEALTH POLICY 2016; 14:647-657. [PMID: 27502943 DOI: 10.1007/s40258-016-0266-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
OBJECTIVES The aim of this paper was to critically review the literature on the cost effectiveness of cancer screening interventions, and examine the incremental cost-effectiveness ratios (ICERs) that may influence government recommendations on cancer screening strategies and funding for mass implementation in the Hong Kong healthcare system. METHODS We conducted a literature review of cost-effectiveness studies in the Hong Kong population related to cancer screening published up to 2015, through a hand search and database search of PubMed, Web of Science, Embase, and OVID Medline. Binary data on the government's decisions were obtained from the Cancer Expert Working Group, Department of Health. Mixed-effect logistic regression analysis was used to examine the impact of ICERs on decision making. Using Youden's index, an optimal ICER threshold value for positive decisions was examined by area under receiver operating characteristic curve (AUC). RESULTS Eight studies reporting 30 cost-effectiveness pairwise comparisons of population-based cancer screening were identified. Most studies reported an ICER for a cancer screening strategy versus a comparator with outcomes in terms of cost per life-years (55.6 %), or cost per quality-adjusted life-years (55.6 %). Among comparisons with a mean ICER of US$102,931 (range 800-715,137), the increase in ICER value by 1000 was associated with decreased odds (odds ratio 0.990, 0.981-0.999; p = 0.033) of a positive recommendation. An optimal ICER value of US$61,600 per effectiveness unit yielded a high sensitivity of 90 % and specificity of 85 % for a positive recommendation. A lower ICER threshold value of below US$8044 per effectiveness unit was detected for a positive funding decision. CONCLUSIONS Linking published evidence to Government recommendations and practice on cancer screening, ICERs influence decisions on the adoption of health technologies in Hong Kong. The potential ICER threshold for recommendation in Hong Kong may be higher than those of developed countries.
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Chin WY, Choi EPH, Wan EYF, Chan AKC, Chan KHY, Lam CLK. Evaluation of the outcomes of care of nurse-led continence care clinics for Chinese patients with lower urinary tract symptoms, a 2-year prospective longitudinal study. J Adv Nurs 2016; 73:1158-1171. [PMID: 27859530 DOI: 10.1111/jan.13205] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/28/2016] [Indexed: 12/01/2022]
Abstract
AIM The aim of this study was to evaluate the 24-month outcomes of a nurse-led continence care service for Chinese primary care patients with lower urinary tract symptoms. BACKGROUND Most studies evaluating the outcomes of continence care services have had short follow-up durations with limited knowledge on whether benefits are sustained beyond 12 months. DESIGN Twenty-four month cohort study. METHODS Two comparison groups were recruited: (1) Patients with lower urinary tract symptoms attending a nurse-led community-based continence care programme; (2) Primary care patients with lower urinary tract symptoms identified by screening, receiving usual medical care. Self-reported symptom severity, health-related quality of life, patient enablement and general health perception were measured at baseline and 24 months. Data collection occurred from March 2013-August 2015. RESULTS Baseline and 24-month data were available for 170 continence care and 158 usual care subjects. After controlling for baseline characteristics, the continence care group was observed to have greater reductions in symptom severity and larger improvements in disease-specific health-related quality of life, patient enablement and general health perception than the usual care group. Deterioration in the mental components of generic health-related quality of life was observed in the usual care group, but not in the continence care group. CONCLUSION Over 24 months, when compared with usual medical care, nurse-led continence care services were effective in reducing symptom severity and improving health-related quality of life, patient enablement and general health perception and provided protection against deterioration in the mental components of health-related quality of life in patients with lower urinary tract symptoms.
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Wong CKH, Lam CLK, Wan EYF, Chan AKC, Pak CH, Chan FWK, Wong WCW. Evaluation of patient-reported outcomes data in structured diabetes education intervention: 2-year follow-up data of patient empowerment programme. Endocrine 2016; 54:422-432. [PMID: 27623970 DOI: 10.1007/s12020-016-1015-5] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2016] [Accepted: 06/03/2016] [Indexed: 12/16/2022]
Abstract
To examine the effects of a structured group-based education programme, patient empowerment programme (PEP), compared with usual care on 2-year changes in patient-reported outcomes (PRO) in patients with diabetes mellitus (DM). A prospective observational study of 715 patients (PEP/non-PEP: 390/325) was conducted to complete the baseline PRO survey and followed up for 2 years. Health-related quality of life (HRQOL) was measured using the short-form 12 at baseline and annually at two follow-up assessments, which yielded physical and mental component summary and SF-6D preference-based scores. Perceived control over diabetes and general health status were measured using the patient enablement instrument (PEI) and global rating scale (GRS) at follow-ups. When compared with non-PEP, PEP participants significantly reported improvement in health condition (GRS score > 0; 24.55 % vs 10.16 %; odds ratio = 2.502; P = 0.018) in 2 years and enabled the self-perceived control over diabetes (PEI score > 0; 72.20 % vs 38.40 %; odds ratio = 3.25; P < 0.001) in 1-year follow-up but no sustained effects in year 2 (52.65 % vs 39.04 %; odds ratio = 1.366; P = 0.265). There were no significant differences between PEP and non-PEP groups in the changes in quality of life scores (all P > 0.05) at 1 year. Although HRQOL scores deteriorated over 2-year period in both groups, PEP participants reported similar changes in HRQOL scores to that of non-PEP. PEP for DM patients preserved self-perceived disease control and health condition, whereas PEP participants perceived their HRQOL similar to that of non-PEP participants. Findings of PRO should be considered alongside clinical outcomes when evaluating the overall benefits of PEP.
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Wong CKH, Fung CSC, Kung K, Wan EYF, Yu EYT, Chan AKC, Lam CLK. Quality of care and volume for patients with diabetes mellitus in the primary care setting: A population based retrospective cohort study. Diabetes Res Clin Pract 2016; 120:171-81. [PMID: 27568647 DOI: 10.1016/j.diabres.2016.07.029] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/18/2016] [Revised: 07/04/2016] [Accepted: 07/30/2016] [Indexed: 11/17/2022]
Abstract
AIMS To examine the association of patient volume with quality of diabetes care in the primary care setting. METHODS We analyzed population-based data from Hospital Authority administrative database using a Hong Kong representative sample of 187,031 diabetic patients managed in 74 primary care general outpatient clinics between 04/2011 and 03/2012. We assessed the associations between annual clinic-based patient volume and quality of care in terms of adherence to care criteria of process (HbA1c test, renal function test, full lipid profile, urine protein analysis, diabetic retinopathy screening, and appropriate drug prescription) and clinical outcomes (HbA1c⩽7%, BP⩽130/80mmHg, LDL-C⩽2.6mmol/L) of care criteria, with and without adjustment for patient and clinic characteristics. RESULTS Patient volume was associated with three of seven process of care criteria; however, when compared to clinics in higher volume quartiles, those in lowest-volume quartile had more odds of HbA1c test (odds ratios (OR): 0.781, 0.655 and 0.646 for quartile from 2 to 4, respectively), renal function test (OR: 0.357, 0.367 and 0.590 for quartile from 2 to 4, respectively), and full lipid profile test (OR: 0.508, 0.612 and 0.793 for quartile from 2 to 4, respectively). There was no significant association between patient volume and the standards of achieving of HbA1c, BP and LDL-C outcome targets. CONCLUSIONS Disparities in volume and quality of diabetes care were observed in public primary care setting. Lower patient volumes at clinic level were associated with greater adherence to three process criteria but a volume-outcome association was not present.
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Wong CKH, Wong WCW, Wan YF, Chan AKC, Chan FWK, Lam CLK. Effect of a structured diabetes education programme in primary care on hospitalizations and emergency department visits among people with Type 2 diabetes mellitus: results from the Patient Empowerment Programme. Diabet Med 2016; 33:1427-36. [PMID: 26433212 DOI: 10.1111/dme.12969] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/28/2015] [Indexed: 01/24/2023]
Abstract
AIM To assess whether a structured diabetes education programme, the Patient Empowerment Programme, was associated with a lower rate of all-cause hospitalization and emergency department visits in a population-based cohort of patients with Type 2 diabetes mellitus in primary care. METHODS A cohort of 24 250 patients was evaluated using a linked administrative database during 2009-2013. We selected 12 125 patients with Type 2 diabetes who had at least one Patient Empowerment Programme session attendance. Patients who did not participate in the Patient Empowerment Programme were matched one-to-one with patients who did, using the propensity score method. Hospitalization events and emergency department visits were the events of interest. Cox proportional hazard and negative binomial regressions were performed to estimate the hazard ratios for the initial event, and incidence rate ratios for the number of events. RESULTS During a median 30.5 months of follow-up, participants in the Patient Empowerment Programme had a lower incidence of an initial hospitalization event (22.1 vs 25.2%; hazard ratio 0.879; P < 0.001) and emergency department visit (40.5 vs 44%; hazard ratio 0.901; P < 0.001) than those who did not participate in the Patient Empowerment Programme. Participation in the Patient Empowerment Programme was associated with a significantly lower number of emergency department visits (incidence rate ratio 0.903; P < 0.001): 40.4 visits per 100 patients annually in those who did not participate in the Patient Empowerment Programme vs. 36.2 per 100 patients annually in those who did. There were significantly fewer hospitalization episodes (incidence rate ratio 0.854; P < 0.001): 20.0 hospitalizations per 100 patients annually in those who did not participate in the Patient Empowerment Programme vs. 16.9 hospitalizations per 100 patients annually in those who did. CONCLUSIONS Among patients with Type 2 diabetes, the Patient Empowerment Programme was shown to be effective in delaying the initial hospitalization event and in reducing their frequency.
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Wong CKH, Wong WCW, Wan EYF, Chan AKC, Chan FWK, Lam CLK. Macrovascular and microvascular disease in obese patients with type 2 diabetes attending structured diabetes education program: a population-based propensity-matched cohort analysis of Patient Empowerment Programme (PEP). Endocrine 2016; 53:412-22. [PMID: 26785847 DOI: 10.1007/s12020-015-0843-z] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2015] [Accepted: 12/21/2015] [Indexed: 02/05/2023]
Abstract
Patient Empowerment Programme (PEP) in primary care was effective in preventing diabetes-related complications in patients with diabetes. Nevertheless, the effect of PEP on glycaemic control, weight control, and complications was unclear in obese type 2 diabetic patients. We aimed to assess whether PEP reduced all-cause mortality, first macrovascular and microvascular disease events. A cohort of 6372 obese type 2 diabetic patients without prior occurrence of macrovascular or microvascular disease events on or before baseline study recruitment date was linked to the administrative database from 2008 to 2013. Non-PEP participants were matched one-to-one with the PEP participants using propensity score method with respect to their baseline covariates. Cox proportional hazard regressions were performed to estimate the associations of the PEP intervention with the occurrence of first macrovascular or microvascular disease events and death from any cause, controlling for demographic and clinical characteristics. During a median 31.5 months of follow-up, 350 (PEP/non-PEP: 151/199) patients suffered from a first macrovascular or microvascular disease event while 95 patients (PEP/non-PEP: 34/61) died from any cause. After adjusting for confounding variables, PEP participants had lower incidence rates of all-cause mortality [hazard ratio (HR): 0.589, 95 % confidence interval (CI) 0.380-0.915, P = 0.018] and first macrovascular or microvascular disease events (HR: 0.782, 95 % CI 0.632-0.968, P = 0.024) than those with PEP. Enrolment to PEP was an effective approach in reducing all-cause mortality and first macrovascular or microvascular disease events in obese patients with type 2 diabetes.
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Wan EYF, Fung CSC, Choi EPH, Wong CKH, Chan AKC, Chan KHY, Lam CLK. Main predictors in health-related quality of life in Chinese patients with type 2 diabetes mellitus. Qual Life Res 2016; 25:2957-2965. [DOI: 10.1007/s11136-016-1324-4] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/18/2016] [Indexed: 11/24/2022]
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