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Yasin RM, Tan MP, Said MA, Rasul MS, Thangiah N, Rizal H, Magli AS, Ithnin M, Majid HA, Ismail R, Su TT. TVET programme and health-related quality of life among low-income populations during the COVID-19 pandemic in Malaysia. Front Public Health 2024; 12:1164056. [PMID: 38504686 PMCID: PMC10948447 DOI: 10.3389/fpubh.2024.1164056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2023] [Accepted: 02/07/2024] [Indexed: 03/21/2024] Open
Abstract
Introduction Education improves the economy and quality of life. The availability of skilled education in Malaysia is not restricted to the younger generation but is available to people of all ages, including those with low incomes. Methods This study used the EuroQol 5-Dimension 5-Level (EQ- 5D-5L) tool during the COVID-19 pandemic to examine relationships between socio-demographics, knowledge, and attitudes towards education and outcomes of health-related quality of life (HRQOL). Between September and October 2020 and January and February 2021, a cross-sectional study using a multi-stage sampling technique was carried out. Results A total of 1,997 adults participated, with a mean age of 45.17 (SD 14.113). In total, 74.9% had good knowledge, while 59.8% had a positive attitude towards skill education. In univariate analyses, the EQ-5D-5L score was related to age, income, education level, marital status, employment status, financial strain level, and knowledge and attitude towards skilled education. Generalised linear model analyses demonstrated that lower EQ-5D-5L scores were associated with older age, financial constraints, and a negative attitude towards skills education. However, additional adjustments for knowledge and attitude towards skills education show only an increase in age and financial strain was significant. Conclusion The findings suggest that appropriate strategies be implemented to increase low-income populations' knowledge and attitude towards skill education. Improving education may improve the quality of life for this vulnerable group. Additionally, a qualitative study can be conducted to determine the barriers to low-income households participating in skilled education to fill in the knowledge gap.
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Affiliation(s)
| | - Maw Pin Tan
- Department of Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Mas Ayu Said
- Centre for Epidemiology and Evidence-Based Practice, Department of Social and Preventive Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Mohd Sattar Rasul
- STEM Enculturation Research Center, Universiti Kebangsaan Malaysia, Bangi, Malaysia
| | - Nithiah Thangiah
- Centre for Epidemiology and Evidence-Based Practice, Department of Social and Preventive Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
- Department of Social and Preventive Medicine, Faculty of Medicine, Centre for Population Health, University of Malaya, Kuala Lumpur, Malaysia
| | - Hussein Rizal
- Department of Social and Preventive Medicine, Faculty of Medicine, Centre for Population Health, University of Malaya, Kuala Lumpur, Malaysia
| | | | - Muslimah Ithnin
- School of Health Sciences, KPJ Healthcare University, Nilai, Malaysia
| | - Hazreen Abdul Majid
- Centre for Epidemiology and Evidence-Based Practice, Department of Social and Preventive Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
- Department of Social and Preventive Medicine, Faculty of Medicine, Centre for Population Health, University of Malaya, Kuala Lumpur, Malaysia
- Department of Nutrition, Faculty of Public Health, Universitas Airlangga, Surabaya, Indonesia
- School of Rehabilitation Sciences, AECC University College, Bournemouth, United Kingdom
| | - Rozmi Ismail
- Psychology and Human Wellbeing Research Centre, Faculty of Social Sciences and Humanities, Universiti Kebangsaan Malaysia, Bangi, Malaysia
| | - Tin Tin Su
- South East Asia Community Observatory (SEACO) and Global Public Health, Jeffrey Cheah School of Medicine and Health Sciences, Monash University Malaysia, Bandar Sunway, Malaysia
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Tan MHP, Ong SC, Vasan Thakumar A, Mustafa N. Quantifying health-related quality of life in Malaysian type 2 diabetes: focusing on complication types and severity. Qual Life Res 2023:10.1007/s11136-023-03360-x. [PMID: 36781810 DOI: 10.1007/s11136-023-03360-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/30/2023] [Indexed: 02/15/2023]
Abstract
PURPOSE There is a knowledge gap of health utility values for Type 2 Diabetes Mellitus (T2DM) complications in Malaysia. This study aimed to estimate EQ-5D-5L utility values and evaluate health-related quality of life (HRQoL) for Malaysian T2DM associated with complications and clinical characteristics. METHODS A cross-sectional study was conducted on T2DM patients at a tertiary hospital outpatient using the Malay and English version of the EQ-5D-5L questionnaire. Health utility values were derived using the Malaysian EQ-5D-5L value set. Ordinary least squares (OLS) multivariable regression model was used to estimate the health utility decrements associated with T2DM-related complications and clinical characteristics. RESULTS A total of 513 T2DM patients were recruited. Overall, pain was the most affected of all five EQ-5D-5L dimensions. Patients with foot ulcer, amputation, severe heart failure and frequent hypoglycemia reported more problems collectively in all EQ-5D-5L dimensions. Older age, lower education level, longer duration of T2DM, urine protein creatine index (UPCI) > 0.02 g/mmol, and injection therapy were significantly associated with lower EQ-5D-5L utility values (p < 0.004, Bonferroni adjusted). The lowest unadjusted utility values were reported for severe heart failure 0.65 (interquartile range, IQR 0.50), frequent hypoglycemia 0.74 (0.22) and being amputated 0.78 (0.47). In the multivariable regression model after controlling for sociodemographic and clinical characteristics, the largest utility value decrement was observed for amputation (- 0.158, SE 0.087, p = 0.05), frequent hypoglycemia (- 0.101, SE 0.030, p = 0.001), myocardial infarction (-0.050, SE 0.022, p = 0.022) and obesity (-0.034, SE 0.016, p = 0.029). CONCLUSION Larger utility value decrements were found for severe stages of complications. These findings suggest the value of defining severity of complications in utility elicitation studies. The utility decrement quantified for different T2DM complication severity will be useful for economic evaluations within diabetic-related fields.
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Affiliation(s)
- Michelle Hwee Pheng Tan
- Discipline of Social and Administrative Pharmacy, School of Pharmaceutical Science, Universiti Sains Malaysia, 11800, Gelugor, Pulau Pinang, Malaysia.,Pharmacy Department, Hospital Canselor Tuanku Muhriz, Universiti Kebangsaan Malaysia, 56000, Cheras, Kuala Lumpur, Malaysia
| | - Siew Chin Ong
- Discipline of Social and Administrative Pharmacy, School of Pharmaceutical Science, Universiti Sains Malaysia, 11800, Gelugor, Pulau Pinang, Malaysia.
| | - Annushiah Vasan Thakumar
- Discipline of Social and Administrative Pharmacy, School of Pharmaceutical Science, Universiti Sains Malaysia, 11800, Gelugor, Pulau Pinang, Malaysia
| | - Norlaila Mustafa
- Department of Medicine, Universiti Kebangsaan Malaysia, UKM, 43600, Bangi, Selangor, Malaysia
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Zhang R, Zhang S, Ming J, Xie J, Liu B, Chen C, Sun X, Zhen X. Predictors of health state utility values using SF-6D for Chinese adult patients with β-thalassemia major. Front Public Health 2023; 10:1072866. [PMID: 36743186 PMCID: PMC9892772 DOI: 10.3389/fpubh.2022.1072866] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Accepted: 12/28/2022] [Indexed: 01/20/2023] Open
Abstract
Background Patients with β-thalassemia major (β-TM), predominantly adult patients, are associated with physical, mental, and social problems, that result in decreased quality of life (QoL). However, there is a paucity of data on QoL and health status utility (HSU) among adult patients with β-TM in mainland China. Our study aimed to evaluate the QoL by short form 36 questionnaire (SF-36) of adult patients with β-TM in mainland China and to estimate their HSU by SF-6D. In addition, we aimed to identify predictors of HSU. Methods In this cross-sectional descriptive study, a total of 75 adult patients with β-TM were included by the snowball sampling method that applied involving seven provinces with a relatively high prevalence of thalassemia across mainland China between September 1, 2021 and January 31, 2022. The collected information included social-demographic characteristics, health conditions, treatment, social support (social support rating scale), caregiver burden (Zarit burden interview), and QoL (SF-36). HSU scores were calculated for each adult patient from their SF-36 responses using the SF-6D algorithm with Hong Kong's tariff. The frequency of participants' responses to the SF-6D for each item of the options was described. Mean HSU scores between different subgroups were calculated. Ordinary least squares (OLS) regression modeling was performed to identify factors associated with HSU. Results A total of 75 adult patients with β-TM were included in this study. The mean SF-36 score was 50.2 ± 10.70, of which physical and mental scores were 47.57 ± 11.28 and 52.85 ± 14.21, respectively. In addition, the mean SF-6D utility score was estimated to be 0.598 ± 0.112, ranging from 0.391 to 0.962. Univariate analyses showed that interruption of iron chelation treatment significantly affected HSU values (P = 0.038); diagnosis with comorbidity very slightly affected HSU values (P = 0.0996). In the multivariate analysis, diagnosis with comorbidity (P = 0.042) was significantly negatively associated with HSU values; the minimum pre-transfusion hemoglobin concentration (P = 0.047) and social support (P = 0.068) were positively associated with HSU values. Conclusion This study presents poor QoL and HSU outcomes in Chinese adult patients with β-TM. The study also highlights the importance of social support and treatment compliance, which can increase hemoglobin content and reduce comorbidities, further to ensure the QoL of patients. These findings can be used for future clinical and economic studies.
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Affiliation(s)
- Runqi Zhang
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China,National Health Commission (NHC) Key Lab of Health Economics and Policy Research, Shandong University, Jinan, Shandong, China
| | - Shuo Zhang
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China,National Health Commission (NHC) Key Lab of Health Economics and Policy Research, Shandong University, Jinan, Shandong, China
| | - Jing Ming
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China,National Health Commission (NHC) Key Lab of Health Economics and Policy Research, Shandong University, Jinan, Shandong, China
| | - Jing Xie
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China,National Health Commission (NHC) Key Lab of Health Economics and Policy Research, Shandong University, Jinan, Shandong, China
| | - Baoguo Liu
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China,National Health Commission (NHC) Key Lab of Health Economics and Policy Research, Shandong University, Jinan, Shandong, China
| | - Cuiqian Chen
- Beijing New Sunshine Charity Foundation, Beijing, China
| | - Xiaojie Sun
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China,National Health Commission (NHC) Key Lab of Health Economics and Policy Research, Shandong University, Jinan, Shandong, China,*Correspondence: Xiaojie Sun ✉
| | - Xuemei Zhen
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China,National Health Commission (NHC) Key Lab of Health Economics and Policy Research, Shandong University, Jinan, Shandong, China,Xuemei Zhen ✉
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Su WC, Chen TT, Yang SS, Shih LN, Liu CK, Wang CC, Wu CH. The effect of a pay-for-performance program on health-related quality of life for patients with hepatitis in Taiwan. Health Qual Life Outcomes 2022; 20:130. [PMID: 36064530 PMCID: PMC9446742 DOI: 10.1186/s12955-022-02038-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2021] [Accepted: 06/13/2022] [Indexed: 11/12/2022] Open
Abstract
Purpose Chronic viral hepatitis is a major global public health problem. The guidelines suggest the long-term performance of regular ongoing liver examinations to monitor liver inflammation and screen for hepatocellular carcinoma. However, the effects of regular liver examinations on health-related quality of life (HRQoL) have not been adequately evaluated. Therefore, this study evaluated the effects of regular ongoing examinations on the quality of life of patients with hepatitis.
Methods A cross-sectional study was conducted from October to December 2016 in four hospitals in northern Taiwan. A hepatitis pay-for-performance (P4P) program was launched in 2010 to ensure that hepatitis patients have regular ongoing liver examinations. The study group consisted of patients who joined and stayed in the program for more than one year. The study assessed HRQoL utilizing the five-level version of the EuroQol-5 Dimension (EQ-5D-5L) and the EuroQoL visual analog scale (EQ-VAS). The responses for the EQ-5D-5L in hepatitis patients were transformed into the EQ-5D index according to the Taiwanese population’s value set. Sociodemographic and clinical characteristics were collected by questionnaire, and descriptive statistics were presented. A two-part model and generalized linear model with a Poisson distribution and a log link function, respectively, were used to examine the associations of the EQ-5D index and EQ-VAS score with participation in the hepatitis P4P program. We applied propensity score weighting with inverse probability weighting to control for selection bias. Results In all, 508 patients (aged 57.6 ± 11.6 years; 60.8% male) were enrolled in this study. The mean (standard deviation, SD) reported EQ-5D index and EQ-VAS scores were 0.93 (0.12) and 75.1 (13.8), and the median (interquartile range, IQR) values were 1 (0.108) and 80 (15), respectively. The study group had a moderately significantly higher EQ-VAS score (mean ratio = 1.029, P < 0.001). However, the differences in the EQ-5D index scores between the study and control groups were not significant. Conclusion Patients with hepatitis partially benefited from receiving hepatitis P4P in Taiwan, which featured regular ongoing liver examinations, in that their EQ-VAS scores were enhanced but not their EQ-5D index scores.
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Affiliation(s)
- Wei-Chih Su
- Department of Gastroenterology, Buddhist Tzu Chi Medical Foundation, Taipei Tzu-Chi Hospital, New Taipei City, Taiwan.,Department of Public Health, College of Medicine, Fu-Jen Catholic University, New Taipei City, Taiwan
| | - Tsung-Tai Chen
- Department of Public Health, College of Medicine, Fu-Jen Catholic University, New Taipei City, Taiwan
| | - Sien-Sing Yang
- Liver Unit, Cathay General Hospital Medical Center, Taipei, Taiwan.,School of Medicine, College of Medicine, Fu-Jen Catholic University, New Taipei, Taiwan
| | - Ling-Na Shih
- Lo-Sheng Sanatorium Hospital, Ministry of Health and Welfare, New Taipei City, Taiwan.,Department of Internal Medicine, Taipei Hospital, Ministry of Health and Welfare, New Taipei City, Taiwan
| | - Chih-Kuang Liu
- Department of Urology, Fu-Jen Catholic University Hospital, New Taipei City, Taiwan.,Graduate Institute of Business Administration and College of Medicine, Fu-Jen, Catholic University, New Taipei City, Taiwan
| | - Chia-Chi Wang
- Department of Gastroenterology, Buddhist Tzu Chi Medical Foundation, Taipei Tzu-Chi Hospital, New Taipei City, Taiwan.,School of Medicine, Tzu Chi University, Hualien, Taiwan
| | - Chien-Hsien Wu
- Lo-Sheng Sanatorium Hospital, Ministry of Health and Welfare, New Taipei City, Taiwan. .,Department of Internal Medicine, Taipei Hospital, Ministry of Health and Welfare, New Taipei City, Taiwan.
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