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Pharmaceuticals play an important role in health improvements. This study is the first of its kind to examine the influences of household heads' sociodemographic characteristics and household profiles on pharmaceuticals expenditure among households of different income levels. The country of interest is a fast-growing developing country. Data from the Malaysian Household Expenditure Surveys 2014 and 2016 were used in the pooled cross-sectional analyses. Double-hurdle models were used to analyze consumption and amount decisions of pharmaceuticals. Analyses stratified by income were conducted. Results showed that households headed by younger adults (<60 years), males, less educated individuals, Bumiputera, and divorced/widowed adults were less likely to consume and spent less on pharmaceuticals compared with households headed by older adults (≥60 years), females, more educated individuals, non-Bumiputera, and single adults. These differentials varied across income groups. In conclusion, household heads' age, gender, educational levels, ethnicity, marital status, and household profiles are important determining factors of expenditure on pharmaceuticals among low-, middle- and high-income households., Competing Interests: Declaration of Conflicting InterestsThe author(s) declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.

Background: The objective of the present study is to investigate the influences of sociodemographic and household factors on consumption expenditure on processed meat among households in Malaysia. Methods: Data were extracted from the Malaysian Household Expenditure Survey (HES) 2016. Lognormal hurdle models were utilized to assess the likelihood of consuming processed meat and the amount consumed. The independent variables consisted of household heads' age, educational level, gender, marital status, employment status, ethnicity, as well as household income, household region and household locality. Results: Bumiputera households with younger heads were more likely to consume processed meat and spent more than households with older heads. Chinese and Indian households in a higher income group had a higher likelihood of consuming and spending on processed meat than those in a lower income group. The probability of consuming processed meat and the amount consumed were positively associated with being from East Malaysia and urban areas. Conclusions: There are distinguished roles of sociodemographic and household factors across ethnic groups in consumption expenditure on processed meat. Policy makers should take account of age, income, education, household region and household locality factors when formulating intervention measures.

Background: Female sex workers (FSWs) have a high risk of human immunodeficiency virus (HIV) infection. In spite of the alarming fact that a large proportion of FSWs does not have adequate HIV knowledge, the association between sociodemographic factors and HIV knowledge among FSWs have yet to be thoroughly explored in the context of Malaysia. The aims of this study are the following: i) to determine HIV knowledge and ii) to examine the associated factors of HIV knowledge. Methods: An observational cross-sectional study was conducted. Data from the Integrated Biological and Behavioral Surveillance Survey (IBBS) 2017 (n = 630) were used. The survey was carried out in all states in Malaysia and its duration was 4 months (from March 2017 to June 2017). Ordered probit regressions were utilised to shed light on the association between sociodemographic variables and levels of HIV knowledge. Results: A large proportion of FSWs had middle-level HIV knowledge (44.1%). FSWs with tertiary-level education were 19.5% more likely to have high-level HIV knowledge compared to those without formal education. The probability of having low-level HIV knowledge was 6.8% lower among FSWs with monthly incomes of RM1,500--RM1,999 than those having incomes of ≤ RM499. Being single instead of married was associated with 7.6%--8% lower probabilities of having low- and middle-level HIV knowledge. Conclusion: Public health interventions to improve FSWs' HIV knowledge need to take into consideration the role of sociodemographic factors. [ABSTRACT FROM AUTHOR]

Suicide has become a serious matter in both developed and developing countries. The objective of the present study is to examine the factors affecting suicidal behaviour among adults in Malaysia. A nationally representative data which consists of 10,141 respondents is used for analysis. A trivariate probit model is utilised to identify the probability of having suicide ideation, suicide plan and suicide attempt. Results of the regression analysis show that to ensure unbiased estimates, a trivariate probit model should be used instead of three separate probit models. The determining factors of suicidal behaviour are income, age, gender, ethnicity, education, marital status, self-rated health and being diagnosed with diabetes and hypercholesterolemia. The likelihood of adopting suicidal behaviour is lower among higher income earners and older individuals. Being male and married significantly reduce the propensity to engage in suicidal behaviour. Of all the ethnic groups, Indian/others displays the highest likelihood of adopting suicidal behaviour. There is a positive relationship between poor health condition and suicide. Policies targeted at individuals who are likely to adopt suicidal behaviour may be effective in lowering the prevalence of suicide. [ABSTRACT FROM AUTHOR]

An increase in the prevalence of modifiable health risk factors, such as diabetes, hypertension and hypercholesterolemia, has become a serious public health issue in developed and developing countries. It is the main contributing factor to the rise in non-communicable diseases (NCD). The use of preventive medical care remains the best method to prevent NCD. The objective of the present study is to examine the factors affecting the decisions of people to use preventive medical care (e.g. blood glucose tests, blood cholesterol tests and blood pressure test). An ordered logit model is estimated based on a nationally representative sample. The present study finds that income, age, education, ethnicity, employment status, health insurance and smoking are significantly associated with the use of preventive medical care. As a measure towards increasing the prevalence of the preventive medical care usage, the government should pay special attention to low income earners, the young and the elderly, the less-educated, the ethnic minorities, employed individuals, individuals whose medical expenses are not paid by insurance carriers, as well as smokers. [ABSTRACT FROM AUTHOR]