The Prevalence and Association Between Social Support and Physical Activity Among the Rural Community-Dwelling Older Women in a Southeast Asian Country.

While physical activity ensures healthy aging, rural community-dwelling older women tend to be more physically inactive compared with their counterparts in Malaysia. As social support is one of the key determinants of physical activity, this retrospective, cross-sectional study investigated the prevalence of physical activity and its association with social support among 1,221 rural community-dwelling older women in Kuala Pilah, Negeri Sembilan, Malaysia. The prevalence of physical activity among older women was 45.1% with the highest prevalence reported for housework domain (52.3%). The total mean Duke Social Support index score was 27.24 ± 3.40. Multivariate analysis reported age, employment status, and income level to demonstrate significant association with the physical activity after adjusting for confounders. Older women with an increase in social interaction score were more likely (odds ratio = 1.22; 95% confidence interval [1.10, 1.34]; p < .001) to have high physical activity when adjusted for sociodemographic, health, mental health, and physical disability. Contrarily, older women with an increase in one subjective social support score were less likely (odds ratio = 0.91; 95% confidence interval [0.87, 0.96]; p < .001) to have high physical activity when adjusted for confounders. The findings were insightful to tailor interventions on promoting social support for physical activity enhancement among older women.

Effects of a Multicomponent Exercise and Therapeutic Lifestyle (CERgAS) Intervention on Gait Function in Lower-Income Urban-Dwelling Older Adults: A Cluster Randomized Controlled Trial.

This study aims to determine the effectiveness of a multicomponent exercise and therapeutic lifestyle (CERgAS) intervention at improving gait speed among older people in an urban poor setting in Malaysia. A total of 249 participants were divided into the intervention (n = 163) and control (n = 86) groups. The mean (SD) age of participants was 67.83 (6.37) and consisted of 88 (35.3%) males and 161 (64.7%) females. A generalized estimating equation with an intention-to-treat analysis was used to measure gait speed at four time points, baseline (T0), 6 weeks (T1), 3 months postintervention (T2), and 6 months postintervention (T3). The results showed significant changes for time between T0 and T3 (mean difference = 0.0882, p = .001), whereas no significant association were found for group (p = .650) and interaction (p = .348) effects. A 6-week intervention is inadequate to improve gait speed. Future efforts should introduce physical activity monitoring and increase exercise duration, frequency, and intensity.

Primary care nurses' challenges, opportunities, and facilitators of elder abuse intervention in Malaysia.

OBJECTIVES: To explore the views of nurses on challenges, perceived roles and improvement strategies concerning elder abuse intervention in Malaysia. DESIGN AND SAMPLE: Eleven focus group discussions were conducted using a semi-structured interview based on the socio-ecological framework. The data were analyzed using a multistep process of thematic analysis. RESULTS: Three themes emerged from the data analysis: (1) The predicament: being unwilling or not able to intervene (2) Bridging the older people and health system gap (3) Getting to grips with the barriers. There are multifactorial contributors identified at the individual, interpersonal, organizational, community and policy levels in each theme. These factors interact across the levels to influence nurses' capability to intervene in elder abuse. CONCLUSION: A framework is needed to articulate Malaysian nurses' role in elder abuse intervention in terms of personal and professional development through culturally sensitive education and the establishment of clinical guidelines in the primary care setting. Strengthening organizational support and the institution of national policy and permissive reporting laws of elder abuse will empower the primary care nurses to address elder abuse in primary care settings and communities.

Malay version of the modified Conflict Tactics Scale of elder abuse and neglect (MMCTS-EAN): Validation and methodological challenges.

Among the challenges in systematic inquiry into elder abuse and neglect (EAN) is the lack of standardized tool of measurement. Existing literature demonstrates diverse tools being used, with the Conflict Tactics Scale (CTS) and its versions being the most common. The Malaysian Elder Mistreatment Project (MAESTRO) utilized the Modified CTS developed and used by the National Study of Elder Abuse and Neglect in Ireland (NSEA-I). This article aimed to validate this Malay version of the modified CTS for use in the Malaysian context and by Malay-speaking populations across Southeast Asia while highlighting the various practical and methodological challenges encountered along the process. Data were collected from 1927 older respondents who lived in Kuala Pilah district. Preliminary data screening led to the dropping of 10 items due to 0 variance. Further four items were deleted during CFA due to low loading. The indicators of neglect factor were made into a composite factor due to high collinearity. The final scale had acceptable reliability and validity. This tool is likely to assist in assessing and detecting EAN more quickly and conveniently. It will also assist future researches of EAN in taking into account the issues that arise in the measurement of EAN.

Supporting family doctors to address elder abuse: a quasi-experimental study in Malaysia.

This quasi-experimental study examined the effect of Supporting Family Doctors to Address Elder Abuse (SAFE) educational intervention among family doctors practicing at public primary care clinics in Malaysia. SAFE is an intensive, multimodal, locally tailored, and culturally sensitive face-to-face educational intervention on elder abuse. A significant mean score improvement of knowledge [Baseline: 5.33 (SD:1.33) to 6-month post-intervention: 6.45 (SD: 1.35); p<0.001] and perceived behavioral control [Baseline: 50.83 (SD: 8.87) to six-month post-intervention: 56.16 (SD: 9.56); p<0.001] observed in the intervention group compared to the control group. No significant difference in attitude, subjective norm, and practice scores between the two groups over time. SAFE educational intervention for family doctors was effective to improve but not sustainable knowledge and perceived behavioral control toward elder abuse identification and management. We recommend SAFE educational intervention as part of the continuous medical education for family doctors supplemented with a change in organization and national policy.

The effect of mindfulness-based training on stress, anxiety, depression and job satisfaction among ward nurses: A randomized control trial.

AIM: To assess the effect of a 4-week mindfulness-based training intervention on improving stress, anxiety, depression and job satisfaction among ward nurses. BACKGROUND: Previous literature showed that mindfulness-based training is useful for helping nurses cope with stress. METHOD: Nurses who have mild to moderate levels of stress, anxiety and depression identified from a teaching hospital were invited to a randomized control trial. The intervention group had a 2-hr Mindfulness-Based Training workshop, followed by 4 weeks of guided self-practice Mindfulness-Based Training website. Both the intervention group (n = 118) and the control group (n = 106) were evaluated pre- and post-intervention, and 8 weeks later (follow-up) using the Depression, Anxiety, and Stress Scale-21, Job Satisfaction Scale and Mindful Attention Awareness Scale. RESULTS: There was a significant effect over time on stress, anxiety, depression and mindfulness level (p < .05). Regarding the difference between the groups and interaction between time and group, there was a significant effect for anxiety (p = .037 p = .008) and job satisfaction (p < .001, p = .40), respectively, with moderate effect size for anxiety reduction (.465) and small for job satisfaction increment (.221). CONCLUSION: Mindfulness-Based Training is effective in improving anxiety and job satisfaction among nurses. CLINICAL IMPLICATIONS FOR NURSING MANAGEMENT: Mindfulness-Based Training can be included as hospital policy to reduce anxiety and increase job satisfaction among nurses.

Clinical recognition of elder maltreatment and intention to report among primary care doctors.

This study aimed to determine the primary care doctors' ability to recognize elder maltreatment and their intentions to report on such conditions. About 358 primary care doctors participated in this study. Outcomes were assessed using a validated five context-relevant clinical vignettes. Primary care doctor's recognition of sexual abuse was highest (91.0%); while the lowest (70.2%) in case signifying physical abuse. Despite being able to ascertain elder maltreatment, the intention to report the event is generally low even for cases exemplifying physical abuse, emotional abuse and neglect. However, intentions to report cases of sexual and financial abuse are 86.9% and 73.5% respectively. Findings highlighted the uncertainties of primary care doctors in distinguishing the clinical findings of non-accidental injuries and injuries due to acts of maltreatment. This provides support for educational intervention and guidelines or policies to improve the knowledge and skills of primary care doctors to intervene in elder maltreatment.

Development of a Sexually Transmitted Disease Client-friendly Unit at a Primary Care Clinic in Malaysia: Lessons Learnt.

Management of sexually transmitted diseases and human immunodeficiency virus is challenging due to the social stigma attached. We describe the development of a client-friendly sexually transmitted disease service in a primary care clinic in Malaysia with a special focus on key populations. Challenges and key lessons learnt from its development and implementation are discussed.

Mindfulness-based stress reduction for psychological distress among nurses: A systematic review.

AIMS AND OBJECTIVES: To explore the studies that used interventions based on the Mindfulness-Based Stress Reduction (MBSR) for decreasing psychological distress among nurses. BACKGROUND: Because of the demanding nature of their work, nurses often have significantly high levels of stress, anxiety and depression. MBSR has been reported to be an effective intervention to decrease psychological distress. DESIGN: Systematic review. METHODS: The databases included were Science Direct, PubMed, EBSCO host, Springer Link and Web of Science from 2002 to 2018. Interventional studies published in English that used MBSR among nurses to reduce their psychological distress were retrieved for review. The PRISMA guideline was used in this systematic review. The included studies were assessed for quality using "The Quality Assessment Tool For Quantitative Studies (QATFQS)." RESULTS: Nine studies were found to be eligible and included in this review. Many benefits, including reduced stress, anxiety, depression, burnout and better job satisfaction, were reported in these studies. CONCLUSION: The adapted/brief versions of MBSR seem promising for reducing psychological distress in nurses. Future research should include randomised controlled trials with a larger sample size and follow-up studies. There should also be a focus on creative and effective ways of delivering MBSR to nurses. RELEVANCE TO CLINICAL PRACTICE: The results of this review are substantial for supporting the use of MBSR for nurses' psychological well-being.

Psychological distress and its association with job satisfaction among nurses in a teaching hospital.

AIM AND OBJECTIVES: To determine the prevalence of psychological distress and its association with job satisfaction among nurses in a teaching hospital in Malaysia. BACKGROUND: Nurses constitute the majority of health care workers, and, compared with other professions, nursing profession is highly stressful and, hence, a cause of anxiety and depression. This may affect nurses' job satisfaction. METHOD: Using self-administered questionnaires, Depression Anxiety and Stress Scale (DASS-21) and Job Satisfaction Scale for Nurses (JSS), a cross-sectional study of 932 nurses from the inpatient departments of a teaching hospital was conducted in December 2017. Descriptive analyses and multiple logistic regressions were used for the analysis. The STROBE guideline was used in this study. RESULTS: The overall prevalence of psychological distress was 41%. The prevalence of stress, anxiety and depression were 14.4%, 39.3% and 18.8%, respectively. It was found that single and widowed nurses had a higher level of stress, anxiety and depression compared with married nurses. In addition, nurses in the age of 26-30 years had a higher level of depression than nurses in other age groups. Also, nurses who worked in the paediatric departments had a higher level of depression compared with nurses in other departments. The majority of the nurses were satisfied with their job at 92.0%. Those nurses who were not satisfied were found to be significantly associated with a high level of stress and depression. CONCLUSION: This study revealed that the level of stress, anxiety and depression is high. Stress and depression were found to be associated with nurses' low job satisfaction. RELEVANCE TO CLINICAL PRACTICE: Stress and depression can affect nurses' job satisfaction, it is important for nursing managers to institute strategies to address this issue.

Interventions for preventing elder abuse: applying findings of a new Cochrane review.

There is evidence that elder abuse is a significant public health problem that is destined to grow as population age. Countries are considering how best to act and this requires an understanding of the complex causal mechanisms contributing to its occurrence and the identification of effective interventions which can potentially make a difference. Previously, a high quality synthesis of evidence for policy and practice has been missing. In this paper, we describe a new Cochrane review of interventions to prevent the occurrence or reoccurrence of elder abuse. Overall, the quality of the evidence available for decision making is very low and there is little to guide practice. Amongst the interventions, there is some evidence that teaching coping skills to family carers of persons with dementia might make the situation better. We argue that poor quality and wasteful research needs to be avoided, and front-line agencies be supported in undertaking comparative evaluation of their services.

Mortality among elder abuse victims in rural Malaysia: A two-year population-based descriptive study.

Our study aims at describing mortality among reported elder abuse experiences in rural Malaysia. This is a population-based cohort study with a multistage cluster sampling method. Older adults in Kuala Pilah (n = 1,927) were interviewed from November 2013 to May 2014. Mortality was traced after 2 years using the National Registration Department database. Overall, 139 (7.2%) respondents died. Fifteen (9.6%) abuse victims died compared to 124 (7.0%) not abused. Mortality was highest with financial abuse (13%), followed by psychological abuse (10.8%). There was a dose-response relationship between mortality and clustering of abuse: 7%, 7.7%, and 14.0% for no abuse, one type, and two types or more, respectively. Among abuse victims, 40% of deaths had ill-defined causes, 33% were respiratory-related, and 27% had cardiovascular and metabolic origin. Results suggest a link between abuse and mortality. Death proportions varied according to abuse subtypes and gender.

Interventions for preventing abuse in the elderly.

BACKGROUND: Maltreatment of older people (elder abuse) includes psychological, physical, sexual abuse, neglect and financial exploitation. Evidence suggests that 10% of older adults experience some form of abuse, and only a fraction of cases are actually reported or referred to social services agencies. Elder abuse is associated with significant morbidity and premature mortality. Numerous interventions have been implemented to address the issue of elder maltreatment. It is, however, unclear which interventions best serve to prevent or reduce elder abuse. OBJECTIVES: The objective of this review was to assess the effectiveness of primary, secondary and tertiary intervention programmes used to reduce or prevent abuse of the elderly in their own home, in organisational or institutional and community settings. The secondary objective was to investigate whether intervention effects are modified by types of abuse, types of participants, setting of intervention, or the cognitive status of older people. SEARCH METHODS: We searched 19 databases (AgeLine, CINAHL, Psycinfo, MEDLINE, Embase, Proquest Central, Social Services Abstracts , ASSIA, Sociological Abstracts, ProQuest Dissertations & Theses Global, Web of Science, LILACS, EPPI, InfoBase, CENTRAL, HMIC, Opengrey and Zetoc) on 12 platforms, including multidisciplinary disciplines covering medical, health, social sciences, social services, legal, finance and education. We also browsed related organisational websites, contacted authors of relevant articles and checked reference lists. Searches of databases were conducted between 30 August 2015 and 16 March 2016 and were not restricted by language. SELECTION CRITERIA: We included randomised controlled trials (RCTs), cluster-randomised trials, and quasi-RCTs, before-and-after studies, and interrupted time series. Only studies with at least 12 weeks of follow-up investigating the effect of interventions in preventing or reducing abuse of elderly people and those who interact with the elderly were included. DATA COLLECTION AND ANALYSIS: Two review authors independently extracted data and assessed the studies' risk of bias. Studies were categorised as: 1) education on elder abuse, 2) programmes to reduce factors influencing elder abuse, 3) specific policies for elder abuse, 4) legislation on elder abuse, 5) programmes to increase detection rate on elder abuse, 6) programmes targeted to victims of elder abuse, and 7) rehabilitation programmes for perpetrators of elder abuse. All studies were assessed for study methodology, intervention type, setting, targeted audience, intervention components and intervention intensity. MAIN RESULTS: The search and selection process produced seven eligible studies which included a total of 1924 elderly participants and 740 other people. Four of the above seven categories of interventions were evaluated by included studies that varied in study design. Eligible studies of rehabilitation programmes, specific policies for elder abuse and legislation on elder abuse were not found. All included studies contained a control group, with five of the seven studies describing the method of allocation as randomised. We used the Cochrane 'Risk of bias' tool and EPOC assessment criteria to assess risk of bias. The results suggest that risk of bias across the included body of research was high, with at least 40% of the included studies judged as being at high risk of bias. Only one study was judged as having no domains at high risk of bias, with two studies having two of 11 domains at high risk. One study was judged as being at high risk of bias across eight of 11 domains.All included studies were set in high-income countries, as determined by the World Bank economic classification (USA four, Taiwan one, UK two). None of the studies provided specific information or analysis on equity considerations, including by socio-economic disadvantage, although one study was described as being set in a housing project. One study performed some form of cost-effectiveness analysis on the implementation of their intervention programmes, although there were few details on the components and analysis of the costing.We are uncertain whether these interventions reduce the occurrence or recurrence of elder abuse due to variation in settings, measures and effects reported in the included studies, some of which were very small and at a high risk of bias (low- and very low-quality evidence).Two studies measured the occurrence of elder abuse. A high risk of bias study found a difference in the post-test scores (P value 0.048 and 0.18). In a low risk of bias study there was no difference found (adjusted odds ratio (OR) =0.48, 95% 0.18 to 1.27) (n = 214). For interventions measuring abuse recurrence, one small study (n = 16) reported no difference in post-test means, whilst another found higher levels of abuse reported for the intervention arms (Cox regression, combined intervention hazard ratio (HR) = 1.78, alpha level = 0.01).It is uncertain whether targeted educational interventions improve the relevant knowledge of health professionals and caregivers (very low-quality evidence), although they may improve detection of resident-to-resident abuse. The concept of measuring improvement in detection or reporting as opposed to measuring the occurrence or recurrence of abuse is complicated. An intervention of public education and support services aimed at victims may also improve rates of reporting, however it is unclear whether this was due to an increase in abuse recurrence or better reporting of abuse.The effectiveness of service planning interventions at improving the assessment and documentation of related domains is uncertain. Unintended outcomes were not reported in the studies. AUTHORS' CONCLUSIONS: There is inadequate trustworthy evidence to assess the effects of elder abuse interventions on occurrence or recurrence of abuse, although there is some evidence to suggest it may change the combined measure of anxiety and depression of caregivers. There is a need for high-quality trials, including from low- or middle-income countries, with adequate statistical power and appropriate study characteristics to determine whether specific intervention programmes, and which components of these programmes, are effective in preventing or reducing abuse episodes among the elderly. It is uncertain whether the use of educational interventions improves knowledge and attitude of caregivers, and whether such programmes also reduce occurrence of abuse, thus future research is warranted. In addition, all future research should include a component of cost-effectiveness analysis, implementation assessment and equity considerations of the specific interventions under review.

Gambling Risk Amongst Adolescents: Evidence from a School-Based Survey in the Malaysian Setting.

There has been emerging evidence regarding gambling experiences of young people in Asia recently, but to date, none in Malaysia. This study aimed to estimate the prevalence of gambling, and to identify individual, familial and high-risk behaviours factors among Malaysian adolescents. A cross-sectional study was conducted over 4 months at randomly selected secondary schools in Seremban in Negeri Sembilan state. A total of 2265 self-administered, anonymous questionnaires were distributed to the students. The students completed the questionnaire consisting of sociodemographic and family background, gambling behaviours, high risk behaviours and mental health questions. Approximately 29.6 % (95 % CI 27.7-31.5) of respondents reported participating in some forms of gambling activities in the previous 12 months. Among these, 3.6 % (95 % CI 2.8-4.3) of them were problem gamblers. Parental gambling was the strongest correlate with adolescent gambling behaviour. Signification association was found between gambling behaviour and gender (being males), but interestingly, not with ethnicity. Adolescents who reported engaging in high risk behaviours (such as smoking, alcohol consumption, involvement in physical fights, illegal vehicular racing) were also more likely to gamble. Gambling is not an uncommon phenomenon amongst Malaysian adolescents. Public awareness campaign, health education to targeted groups, revision of existing laws, and screening at primary care level should be implemented to address the issue of gambling among adolescents. This study also highlights the need to examine the national scope of the problem in Malaysia.

Understanding of elder abuse and neglect among health care professionals in Malaysia: An exploratory survey.

Elder abuse and neglect (EAN) is a hidden public health challenge for Malaysia. This cross-sectional survey studied the awareness of EAN among 148 doctors and nurses from two neighboring states in Malaysia using a self-administered questionnaire exploring their knowledge, perceptions, practices, and experience concerning EAN. Both doctors and nurses demonstrated poor understanding of signs of EAN and exhibited misperceptions on reporting requirements. Both groups perceived EAN as a national burden and reporting it as their responsibility; but most felt they had not been trained to diagnose it. Many were unsure of procedures and whether their own intervention could be effective. Only four (nurses) of 41 participants who suspected abuse during the past year reported the cases. Targeted education and uniform protocols are mandatory to ensure best practice with regards to EAN. Further research is crucial to extend this inquiry into the broader health care workforce.

Employability among people with uncontrolled seizures: An interpretative phenomenological approach.

PURPOSE: This study aimed to explore positive and negative factors affecting the employability in patients with uncontrolled seizures. METHOD: Semistructured interviews with 21 patients with uncontrolled seizures were analyzed using interpretative phenomenological analysis. RESULT: Eleven (52.4%) of the participants interviewed were employed; 7 were holding full-time position with more than 4years of working experience. The mean age was 34.6years, 71.4% were female, 38% were married, 71.4% had at least 11years of education, 38% had a driving license, 19% received government monetary aid, 66.7% had seizure onset before reaching 17years of age, 66.7% experienced monthly seizures, and 76% were on polytherapy. A total of 6 main themes were found to be affecting the employability among people with uncontrolled seizures: (a) ability to work; (b) intention to work; (c) support and stigma at workplace; (d) family support, overdependence, and protection; (e) life event; and (f) government and welfare support. Subthemes under the main theme ability to work included education, cognitive and physical functions, ability to continue working after seizures, ability to travel to work, self-perceived ability to work, and ability to cope with stress. Many shared the same idea that employment is important, but their intention to work varied. The employed group tended to work for a future goal and self-satisfaction, and the unemployed group tended to have no or lack intention to work. Positive factors were noted in the following themes: ability to work; intention to work; support and stigma at workplace; and family support, overdependence, and protection. CONCLUSION: There were internal and external factors affecting the employability among people with uncontrolled seizures both positively and negatively. Positive internal factors such as ability and intention to work require further exploration.

MultiComponent Exercise and theRApeutic lifeStyle (CERgAS) intervention to improve physical performance and maintain independent living among urban poor older people--a cluster randomised controlled trial.

BACKGROUND: The ability of older people to function independently is crucial as physical disability and functional limitation have profound impacts on health. Interventions that either delay the onset of frailty or attenuate its severity potentially have cascading benefits for older people, their families and society. This study aims to develop and evaluate the effectiveness of a multiComponent Exercise and theRApeutic lifeStyle (CERgAS) intervention program targeted at improving physical performance and maintaining independent living as compared to general health education among older people in an urban poor setting in Malaysia. METHODS: This cluster randomised controlled trial will be a 6-week community-based intervention programme for older people aged 60 years and above from urban poor settings. A minimum of 164 eligible participants will be recruited from 8 clusters (low-cost public subsidised flats) and randomised to the intervention and control arm. This study will be underpinned by the Health Belief Model with an emphasis towards self-efficacy. The intervention will comprise multicomponent group exercise sessions, nutrition education, oral care education and on-going support and counselling. These will be complemented with a kit containing practical tips on exercise, nutrition and oral care after each session. Data will be collected over four time points; at baseline, immediately post-intervention, 3-months and 6-months follow-up. DISCUSSION: Findings from this trial will potentially provide valuable evidence to improve physical function and maintain independence among older people from low-resource settings. This will inform health policies and identify locally acceptable strategies to promote healthy aging, prevent and delay functional decline among older Malaysian adults. TRIAL REGISTRATION: ISRCTN22749696.

A cluster randomized trial on improving nurses' detection and management of elder abuse and neglect (I-NEED): study protocol.

AIM: The aim of this study was to describe a trial protocol of an educational intervention for nurses to improve their awareness and practice in detecting and managing elder abuse and neglect. BACKGROUND: Knowledgeable and skilful nurses are crucial amidst the growing numbers of maltreated older patients. DESIGN: This trial is a multi-site, three-armed, community-based cluster randomized controlled trial with 6-months follow-up. METHODS: This study will involve 390 community and registered nurses from government health clinics in Negeri Sembilan, Malaysia (protocol approved in October 2013). This three-phased study, premised on the Precede-Proceed Model, comprises baseline focus group discussion and survey (Phase 1), development of training module (Phase 2) and implementation and evaluation of the training (Phase 3). Eligible participants will be randomized to the control group (continuous nursing education), intervention group A (face-to-face intensive training programme) or group B (face-to-face intensive training programme and an educational video). Outcome measures include improvement in knowledge and awareness on elder abuse and neglect and the number of cases identified and managed during follow-up. Data will be collected at baseline, immediate postintervention, 3- and 6-month follow-up. CONCLUSION: Findings from this study will provide empirical support for the development of a training module for nurses on the detection and management of elder abuse and neglect, towards improving healthcare delivery and the well-being of vulnerable older adults. This study is funded by the University of Malaya Research Grant (RP001C-13HTM), (FL002-13SBS) and University of Malaya Grand Challenge (PEACE) Grant (GC001C-14HTM) awarded in May 2013, July 2013 and September 2014.

Effect of supplementary private health insurance on out-of-pocket inpatient medical expenditure: evidence from Malaysia.

The vital role of healthcare financing in achieving universal health coverage is indisputable. However, most countries, including Malaysia, face challenges in establishing an equitable and sustainable healthcare financing system due to escalating healthcare costs, an ageing population and a growing disease burden. With desirable pre-payment and risk pooling features, private health insurance (PHI) is considered an alternative financing option to reduce out-of-pocket (OOP) medical expenditure. However, ongoing theoretical and empirical debates persist regarding the adequacy of financial risk protection provided by PHI largely because it depends on its role, the benefit design and the regulations in place. Our study aimed to investigate the effect of supplementary PHI on OOP inpatient medical expenditure in Malaysia. Secondary data analysis was conducted using the Malaysian National Health and Morbidity Survey 2019 dataset. A total of 983 respondents with a history of inpatient hospitalization in the past 12 months were included in the study. Instrumental variable analysis using a two-stage residual inclusion was performed to address endogeneity bias, with wealth status and education level as the instrumental variables. Tobit regression model was used in the second stage considering the censored distribution of the outcome variable. Missing data were handled using multiple imputation. About one-fifth of the respondents had PHI. In this study, we found that having PHI significantly increased OOP inpatient medical expenditure in all three marginal effects. Additionally, age, residential location, ethnicity (citizenship), being covered by government guarantee letter, government funding and employer-sponsored health insurance were other significant factors associated with OOP inpatient medical expenditure. Our findings undermine a key justification to advocate PHI uptake among the population, with a need for the Malaysian government to reassess the role of PHI in healthcare financing and reconsider PHI subsidization policy. Regulations should also be strengthened to enhance the financial risk protection provided by PHI.

Machine learning based predictive model of Type 2 diabetes complications using Malaysian National Diabetes Registry: A study protocol.

Background: The prevalence of diabetes in Malaysia is increasing, and identifying patients with higher risk of complications is crucial for effective management. The use of machine learning (ML) to develop prediction models has been shown to outperform non-ML models. This study aims to develop predictive models for Type 2 Diabetes (T2D) complications in Malaysia using ML techniques. Design and methods: This 10-year retrospective cohort study uses clinical audit datasets from Malaysian National Diabetes Registry from 2011 to 2021. T2D patients who received treatment in public health clinics in the southern region of Malaysia with at least two data points in 10 years are included. Patients with diabetes complications at baseline are excluded to ensure temporality between predictors and the target variable. Appropriate methods are used to address issues related to data cleaning, missing data imputation, data splitting, feature selection, and class imbalance. The study uses 7 ML algorithms, including logistic regression, support vector machine, k-nearest neighbours, decision tree, random forest, extreme gradient boosting, and light gradient boosting machine, to develop predictive models for four target variables: nephropathy, retinopathy, ischaemic heart disease, and stroke. Hyperparameter tuning is performed for each algorithm. The model training is performed using a stratified k-fold cross-validation technique. The best model for each algorithm is evaluated on a hold-out dataset using multiple metrics. Expected impact of the study on public health: The prediction model may be a valuable tool for diabetes management and secondary prevention by enabling earlier interventions and optimal resource allocation, leading to better health outcomes.