Your browser doesn't support javascript.
loading
Show: 20 | 50 | 100
Results 1 - 13 de 13
Filter
1.
Article in English | WPRIM (Western Pacific) | ID: wpr-927488

ABSTRACT

INTRODUCTION@#The COVID-19 pandemic has affected almost all populations, with frontline workers experiencing a higher risk of mental health effects compared to other groups. Although there are several research studies focusing on the mental health effects of the pandemic on healthcare workers, there is little research about its impact on workers in outsourced hospital essential services. This study aims to examine the prevalence and correlates of psychological distress and coronavirus anxiety among staff working in 3 outsourced hospital essential services-housekeeping, porter service and maintenance services.@*METHODS@#A cross-sectional study was conducted among outsourced hospital essential services workers in a tertiary hospital. Data on demographics, medical history, lifestyle factors, psychosocial factors and mental well-being were collected using self-administered questionnaires. Robust logistic regression was used to determine risk factors associated with psychological distress and dysfunctional anxiety related to COVID-19.@*RESULTS@#A total of 246 hospital essential services workers participated in the study. The prevalence of psychological distress was 24.7%, and dysfunctional anxiety related to COVID-19 was 13.4%. Social support and workplace support were found to be independently associated with a lower risk of psychological distress, and social connectivity was associated with a lower risk of dysfunctional anxiety related to COVID-19.@*CONCLUSION@#These findings highlight the crucial roles of communities and workplaces in combating the mental health consequences of the pandemic. Public health programmes that aim to tackle the emerging mental health crisis in hospital essential services workers should incorporate strategies to address psychosocial factors, in addition to traditional self-care approaches.


Subject(s)
Humans , Anxiety/psychology , COVID-19/epidemiology , Cross-Sectional Studies , Depression/epidemiology , Health Personnel/psychology , Hospitals , Pandemics , Personnel, Hospital , Prevalence , Psychological Distress , SARS-CoV-2 , Singapore/epidemiology
2.
BMJ Open ; 9(11): e032578, 2019 11 21.
Article in English | MEDLINE | ID: mdl-31753894

ABSTRACT

OBJECTIVE: This study aimed to explore the challenges encountered by patients and healthcare providers and opportunities for improvement in managing diabetes mellitus (DM) in a low- and middle-income country (LMIC) facing a rise in DM prevalence. DESIGN: Qualitative cross-sectional study. SETTING: Urban, semiurban, and rural areas in Cambodia. PARTICIPANTS: Thirty health service providers and fifty-nine adult DM patients. RESULTS: Most of the 59 DM patients reported having developed DM complications when they first sought treatment. The biggest challenges for the patients were geographical barriers, diet control, and shortage of medication supply. The healthcare staff expressed concerns about their limited knowledge and lack of confidence to treat diabetes, limited availability of diabetes care services, inadequate laboratory services, shortage of staff, poor patients' compliance, and insufficient medication supplies. Both healthcare staff and patients urged an expansion of diabetes services in Cambodia and prioritisation of diabetes care in a manner similar to communicable disease control programmes of the recent past. CONCLUSIONS: Currently, the Cambodian healthcare system has very limited capacity to provide quality care for chronic diseases. As a consequence, many patients are either left untreated or have interrupted care due to several barriers including financial, geographical, and lack of knowledge and skills. A more comprehensive and multipronged approach is urgently needed to improve DM care, which would require a collaborative effort from government, external funding agencies, private sector, and communities.


Subject(s)
Diabetes Mellitus/therapy , Health Knowledge, Attitudes, Practice , Health Personnel/psychology , Patient Acceptance of Health Care/psychology , Adult , Cambodia , Chronic Disease , Cross-Sectional Studies , Developing Countries , Female , Health Services Accessibility , Humans , Interviews as Topic , Male , Middle Aged , Qualitative Research , Quality of Health Care
3.
BMJ Glob Health ; 4(1): e001083, 2019.
Article in English | MEDLINE | ID: mdl-30740249

ABSTRACT

INTRODUCTION: Cambodia is among the 30 highest burden of tuberculosis (TB) countries. Active TB prevalence has been estimated using nationally representative multistage sampling that represents urban, rural and remote parts of the country, but the prevalence in non-sampled communes remains unknown. This study uses geospatial Bayesian statistics to estimate point prevalence across Cambodia, and demographic modelling that accounts for secular trends in fertility, mortality, urbanisation and prevalence rates to project the future burden of active TB. METHODS: A Bayesian hierarchical model was developed for the 2011 National Tuberculosis Prevalence survey to estimate the differential effect of age, sex and geographic stratum on active TB prevalence; these estimates were then married with high-resolution geographic information system layers to project prevalence across Cambodia. Future TB projections under alternative scenarios were then derived by interfacing these estimates with an individual-based demographic model. RESULTS: Strong differences in risk by age and sex, together with geographically varying population structures, yielded the first estimated prevalence map at a 1 km scale. The projected number of active TB cases within the catchment area of each existing government healthcare facility was derived, together with projections to the year 2030 under three scenarios: no future improvement, c ontinual r eduction and GDP projection. CONCLUSION: Synthesis of health and geographic data allows likely disease rates to be mapped at a high resolution to facilitate resource planning, while demographic modelling allows scenarios to be projected, demonstrating the need for the acceleration of control efforts to achieve a substantive impact on the future burden of TB in Cambodia.

5.
BMC Med ; 16(1): 18, 2018 02 05.
Article in English | MEDLINE | ID: mdl-29397794

ABSTRACT

BACKGROUND: Our aims were to evaluate critically the evidence from systematic reviews as well as narrative reviews of the effects of melatonin (MLT) on health and to identify the potential mechanisms of action involved. METHODS: An umbrella review of the evidence across systematic reviews and narrative reviews of endogenous and exogenous (supplementation) MLT was undertaken. The Oxman checklist for assessing the methodological quality of the included systematic reviews was utilised. The following databases were searched: MEDLINE, EMBASE, Web of Science, CENTRAL, PsycINFO and CINAHL. In addition, reference lists were screened. We included reviews of the effects of MLT on any type of health-related outcome measure. RESULTS: Altogether, 195 reviews met the inclusion criteria. Most were of low methodological quality (mean -4.5, standard deviation 6.7). Of those, 164 did not pool the data and were synthesised narratively (qualitatively) whereas the remaining 31 used meta-analytic techniques and were synthesised quantitatively. Seven meta-analyses were significant with P values less than 0.001 under the random-effects model. These pertained to sleep latency, pre-operative anxiety, prevention of agitation and risk of breast cancer. CONCLUSIONS: There is an abundance of reviews evaluating the effects of exogenous and endogenous MLT on health. In general, MLT has been shown to be associated with a wide variety of health outcomes in clinically and methodologically heterogeneous populations. Many reviews stressed the need for more high-quality randomised clinical trials to reduce the existing uncertainties.


Subject(s)
Anxiety/drug therapy , Circadian Rhythm/physiology , Melatonin/therapeutic use , Quality of Life/psychology , Humans
6.
Lancet Diabetes Endocrinol ; 4(12): 983-995, 2016 12.
Article in English | MEDLINE | ID: mdl-27717766

ABSTRACT

BACKGROUND: Despite the increasing popularity of activity trackers, little evidence exists that they can improve health outcomes. We aimed to investigate whether use of activity trackers, alone or in combination with cash incentives or charitable donations, lead to increases in physical activity and improvements in health outcomes. METHODS: In this randomised controlled trial, employees from 13 organisations in Singapore were randomly assigned (1:1:1:1) with a computer generated assignment schedule to control (no tracker or incentives), Fitbit Zip activity tracker, tracker plus charity incentives, or tracker plus cash incentives. Participants had to be English speaking, full-time employees, aged 21-65 years, able to walk at least ten steps continuously, and non-pregnant. Incentives were tied to weekly steps, and the primary outcome, moderate-to-vigorous physical activity (MVPA) bout min per week, was measured via a sealed accelerometer and assessed on an intention-to-treat basis at 6 months (end of intervention) and 12 months (after a 6 month post-intervention follow-up period). Other outcome measures included steps, participants meeting 70 000 steps per week target, and health-related outcomes including weight, blood pressure, and quality-of-life measures. This trial is registered at ClinicalTrials.gov, number NCT01855776. FINDINGS: Between June 13, 2013, and Aug 15, 2014, 800 participants were recruited and randomly assigned to the control (n=201), Fitbit (n=203), charity (n=199), and cash (n=197) groups. At 6 months, compared with control, the cash group logged an additional 29 MVPA bout min per week (95% CI 10-47; p=0·0024) and the charity group an additional 21 MVPA bout min per week (2-39; p=0·0310); the difference between Fitbit only and control was not significant (16 MVPA bout min per week [-2 to 35; p=0·0854]). Increases in MVPA bout min per week in the cash and charity groups were not significantly greater than that of the Fitbit group. At 12 months, the Fitbit group logged an additional 37 MVPA bout min per week (19-56; p=0·0001) and the charity group an additional 32 MVPA bout min per week (12-51; p=0·0013) compared with control; the difference between cash and control was not significant (15 MVPA bout min per week [-5 to 34; p=0·1363]). A decrease in physical activity of -23 MVPA bout min per week (95% CI -42 to -4; p=0·0184) was seen when comparing the cash group with the Fitbit group. There were no improvements in any health outcomes (weight, blood pressure, etc) at either assessment. INTERPRETATION: The cash incentive was most effective at increasing MVPA bout min per week at 6 months, but this effect was not sustained 6 months after the incentives were discontinued. At 12 months, the activity tracker with or without charity incentives were effective at stemming the reduction in MVPA bout min per week seen in the control group, but we identified no evidence of improvements in health outcomes, either with or without incentives, calling into question the value of these devices for health promotion. Although other incentive strategies might generate greater increases in step activity and improvements in health outcomes, incentives would probably need to be in place long term to avoid any potential decrease in physical activity resulting from discontinuation. FUNDING: Ministry of Health, Singapore.


Subject(s)
Accelerometry , Exercise/psychology , Habits , Motivation , Adult , Charities , Exercise/physiology , Female , Humans , Male , Occupational Health
7.
PLoS One ; 10(7): e0132161, 2015.
Article in English | MEDLINE | ID: mdl-26132754

ABSTRACT

OBJECTIVE: Sedentary behavior such as television viewing may be an independent risk factor for coronary heart disease. However, few studies have assessed the impact of television viewing time on coronary artery calcification and it remains unclear how body fat contributes to this relationship. The aim of this study is to evaluate the association between television viewing time and subclinical atherosclerosis and whether effects on visceral or subcutaneous fat may mediate any associations observed. METHODS: This was a cross-sectional study of 398 Chinese participants (192 men and 206 women) from Singapore prospective study. Participants were free from known cardiovascular diseases and underwent interview, health screening, computed tomography scans of coronary arteries and abdomen. Spearman's correlation was used to test the correlation between television viewing time, physical activity, body composition and abdominal fat distribution. The association between television viewing time and subclinical atherosclerosis was assessed by multiple logistic regression analysis. RESULTS: In men, television viewing time was significantly correlated with higher body fat mass index, percent body fat, subcutaneous and visceral fat. These associations were in the same direction, but weaker and not statistically significant in women. Television viewing time (hours/day) was associated with subclinical atherosclerosis in men (odds ratio: 1.41, 95% CI: 1.03-1.93) but no significant association was observed in women (odds ratio: 0.88, 95% CI: 0.59-1.31) after adjusting for potential socio-demographic and lifestyle confounders. Further adjustments for biological factors did not affect these associations. CONCLUSIONS: Television viewing time was associated with greater adiposity and higher subcutaneous and visceral fat in men. TV viewing time was also associated with subclinical atherosclerosis in men and the potential mechanisms underlying this association require further investigation.


Subject(s)
Asian People , Atherosclerosis/epidemiology , Body Composition , Calcinosis/epidemiology , Sedentary Behavior , Television , Abdominal Fat/diagnostic imaging , Adiposity , Aged , Asian People/ethnology , Atherosclerosis/diagnostic imaging , Atherosclerosis/etiology , Blood Glucose/analysis , Blood Pressure , Calcinosis/diagnostic imaging , Calcinosis/etiology , Confounding Factors, Epidemiologic , Cross-Sectional Studies , Diet , Female , Follow-Up Studies , Humans , Logistic Models , Male , Middle Aged , Motor Activity , Multidetector Computed Tomography , Prospective Studies , Risk Factors , Sex Characteristics , Singapore , Time Factors , Tomography, X-Ray Computed
8.
Contemp Clin Trials ; 41: 238-47, 2015 Mar.
Article in English | MEDLINE | ID: mdl-25666856

ABSTRACT

Non-communicable diseases (NCDs) are emerging as the predominant global health challenge of this century. Physical inactivity is one of the primary risk factors for NCDs. Therefore, increasing physical activity levels is a public health imperative. The arrival of affordable wearable technologies, such as wireless pedometers, provides one strategy for encouraging walking. However, the effectiveness of these technologies in promoting sustained behavior change has not been established. Insights from economics suggest that incentives may be a useful strategy for increasing maintenance and effectiveness of behavior change interventions, including physical activity interventions that rely on wearable technologies. The aim of this trial is to test the effectiveness of a common wireless pedometer with or without one of two types of incentives (cash or donations to charity) for reaching weekly physical activity goals. We present here the design and baseline characteristics of participants of this four arm randomized controlled trial. 800 full-time employees (desk-bound office workers) belonging to 15 different worksites (on average, 53 (sd: 37) employees at each worksite) were successfully randomized to one of four study arms. If shown to be effective, wearable technologies in concert with financial incentives may provide a scalable and affordable health promotion strategy for governments and employers seeking to increase the physical activity levels of their constituents.


Subject(s)
Accelerometry , Health Promotion/methods , Motivation , Motor Activity , Reward , Adult , Female , Humans , Male , Middle Aged , Monitoring, Ambulatory , Occupational Health Services , Reimbursement Mechanisms , Singapore , Young Adult
9.
Int J Behav Nutr Phys Act ; 10: 70, 2013 May 30.
Article in English | MEDLINE | ID: mdl-23718927

ABSTRACT

BACKGROUND: Recent evidence shows that sedentary behaviour may be an independent risk factor for cardiovascular diseases, diabetes, cancers and all-cause mortality. However, results are not consistent and different types of sedentary behaviour might have different effects on health. Thus the aim of this study was to evaluate the association between television screen time, computer/reading time and cardio-metabolic biomarkers in a multiethnic urban Asian population. We also sought to understand the potential mediators of this association. METHODS: The Singapore Prospective Study Program (2004-2007), was a cross-sectional population-based study in a multiethnic population in Singapore. We studied 3305 Singaporean adults of Chinese, Malay and Indian ethnicity who did not have pre-existing diseases and conditions that could affect their physical activity. Multiple linear regression analysis was used to assess the association of television screen time and computer/reading time with cardio-metabolic biomarkers [blood pressure, lipids, glucose, adiponectin, C reactive protein and homeostasis model assessment of insulin resistance (HOMA-IR)]. Path analysis was used to examine the role of mediators of the observed association. RESULTS: Longer television screen time was significantly associated with higher systolic blood pressure, total cholesterol, triglycerides, C reactive protein, HOMA-IR, and lower adiponectin after adjustment for potential socio-demographic and lifestyle confounders. Dietary factors and body mass index, but not physical activity, were potential mediators that explained most of these associations between television screen time and cardio-metabolic biomarkers. The associations of television screen time with triglycerides and HOMA-IR were only partly explained by dietary factors and body mass index. No association was observed between computer/ reading time and worse levels of cardio-metabolic biomarkers. CONCLUSIONS: In this urban Asian population, television screen time was associated with worse levels of various cardio-metabolic risk factors. This may reflect detrimental effects of television screen time on dietary habits rather than replacement of physical activity.


Subject(s)
Asian People , Cardiovascular Diseases/etiology , Computers , Health Behavior , Reading , Sedentary Behavior/ethnology , Television , Adiponectin/blood , Adult , Biomarkers/blood , Blood Glucose/metabolism , Blood Pressure , Body Mass Index , C-Reactive Protein/metabolism , Cardiovascular Diseases/blood , Cardiovascular Diseases/ethnology , China , Cholesterol/blood , Cross-Sectional Studies , Diet , Exercise , Female , Humans , India , Insulin Resistance , Linear Models , Malaysia , Male , Middle Aged , Prospective Studies , Singapore , Triglycerides/blood
10.
BMC Med Res Methodol ; 11: 141, 2011 Oct 13.
Article in English | MEDLINE | ID: mdl-21995825

ABSTRACT

BACKGROUND: Physical activity patterns of a population remain mostly assessed by the questionnaires. However, few physical activity questionnaires have been validated in Asian populations. We previously utilized a combination of different questionnaires to assess leisure time, transportation, occupational and household physical activity in the Singapore Prospective Study Program (SP2). The International Physical Activity Questionnaire (IPAQ) has been developed for a similar purpose. In this study, we compared estimates from these two questionnaires with an objective measure of physical activity in a multi-ethnic Asian population. METHODS: Physical activity was measured in 152 Chinese, Malay and Asian Indian adults using an accelerometer over five consecutive days, including a weekend. Participants completed both the physical activity questionnaire in SP2 (SP2PAQ) and IPAQ long form. 43 subjects underwent a second set of measurements on average 6 months later to assess reproducibility of the questionnaires and the accelerometer measurements. Spearman correlations were used to evaluate validity and reproducibility and correlations for validity were corrected for within-person variation of accelerometer measurements. Agreement between the questionnaires and the accelerometer measurements was also evaluated using Bland Altman plots. RESULTS: The corrected correlation with accelerometer estimates of energy expenditure from physical activity was better for the SP2PAQ (vigorous activity: r = 0.73; moderate activity: r = 0.27) than for the IPAQ (vigorous activity: r = 0.31; moderate activity: r = 0.15). For moderate activity, the corrected correlation between SP2PAQ and the accelerometer was higher for Chinese (r = 0.38) and Malays (r = 0.57) than for Indians (r = -0.09). Both questionnaires overestimated energy expenditure from physical activity to a greater extent at higher levels of physical activity than at lower levels of physical activity. The reproducibility for moderate activity (accelerometer: r = 0.68; IPAQ: r = 0.58; SP2PAQ: r = 0.55) and vigorous activity (accelerometer: 0.52; IPAQ: r = 0.38; SP2PAQ: r = 0.75) was moderate to high for all instruments. CONCLUSION: The agreement between IPAQ and accelerometer measurements of energy expenditure from physical activity was poor in our Asian study population. The SP2PAQ showed good validity and reproducibility for vigorous activity, but performed less well for moderate activity particularly in Indians. Further effort is needed to develop questionnaires that better capture moderate activity in Asian populations.


Subject(s)
Exercise , Surveys and Questionnaires , Adult , Asian People , Confidence Intervals , Energy Metabolism , Female , Humans , India/ethnology , Male , Middle Aged , Prospective Studies , Reproducibility of Results , Singapore , Statistics, Nonparametric , Urban Population , White People
11.
Invest Ophthalmol Vis Sci ; 52(9): 6522-8, 2011 Aug 17.
Article in English | MEDLINE | ID: mdl-21724909

ABSTRACT

PURPOSE. The aim of this study was to examine the relationship of physical activity and television (TV) viewing time with retinal vascular caliber in a multiethnic Asian population. METHODS. Chinese, Indian, and Malay participants (n = 3866) were examined cross-sectionally in the Singapore Prospective Study Program (2004-2007). Leisure-time physical activity and TV viewing time were assessed by the use of an interviewer-administered questionnaire. Retinal arteriolar and venular calibers were measured from digital retinal photographs. RESULTS. After adjusting for demographic, behavioral, and medical factors, those in the lowest quartile of leisure-time physical activity had a wider venular caliber (by 1.51 µm; 95% confidence interval [CI], 0.01-2.92) compared with those in the highest quartile. Using sex- and ethnicity-specific quartiles, stronger associations were noted in males (2.23 µm; 95% CI, 0.10-4.38) and Chinese (2.52 µm; 95% CI, 0.44-4.59) participants. Females who watched >2 hours of TV per day had a narrow arteriolar caliber (by 1.28 µm; 95% CI, -2.56--0.03), compared with the arteriolar caliber of those who watched less TV. CONCLUSIONS. Lower physical activity and higher TV viewing time (in females) were adversely associated with retinal microvascular caliber among Asian adults. Additional cross-sectional and longitudinal studies are needed to further clarify the potential mediating role of the microvasculature in the relationship between these behavioral risk factors and poor cardiometabolic health outcomes.


Subject(s)
Exercise/physiology , Leisure Activities , Retinal Artery/anatomy & histology , Retinal Vein/anatomy & histology , Television , Adult , Aged , Aged, 80 and over , Asian People/ethnology , Cross-Sectional Studies , Ethnicity , Female , Humans , Male , Middle Aged , Prospective Studies , Singapore/epidemiology , Time Factors , Young Adult
12.
Vasc Med ; 16(2): 87-95, 2011 Apr.
Article in English | MEDLINE | ID: mdl-21447605

ABSTRACT

Peripheral artery disease (PAD) is a manifestation of systemic atherosclerosis and is associated with increased cardiovascular morbidity and mortality. We describe the prevalence and risk factors of PAD in a multi-ethnic Asian population (Chinese, Malays and Indians) in Singapore. The Singapore Prospective Study Program recruited 4132 individuals between 2004 and 2006 in which the ankle-brachial index (ABI) was measured using the Smartdop™ 20EX bi-directional blood flow detector. PAD was defined as ≤ 0.9 and a high ABI > 1.4, with ABI 1.11-1.20 as reference. The mean age (SD) of individuals in the study was 49.9 (11.8) years, with 51.8% females. PAD was present in 4.3% of the population and a high ABI (> 1.4) was rare. Malays and Indians had a higher risk (especially in females). Compared to those with an ABI between 1.11 and 1.20, those with PAD were more likely to be of Malay and Indian ethnicity, female sex, with higher systolic blood pressure and pulse pressure, with increased prevalence of diabetes mellitus, hypertension, albuminuria and renal impairment, and with a past history of stroke. In conclusion, in this large multi-ethnic Asian population, we document the distribution and risk factor associations for PAD. PAD shows an ethnic distribution similar to that of coronary artery disease in Singapore, with differences in sex distribution. Apart from traditional vascular risk factors, pulse pressure, renal impairment and a past history of stroke are important determinants of PAD.


Subject(s)
Ankle Brachial Index , Peripheral Arterial Disease/epidemiology , Adolescent , Adult , Aged , Asian People , Cross-Sectional Studies , Diabetic Angiopathies/epidemiology , Ethnicity , Female , Humans , Hypertension/complications , Hypertension/epidemiology , Male , Middle Aged , Peripheral Arterial Disease/etiology , Peripheral Arterial Disease/physiopathology , Prevalence , Prospective Studies , Renal Insufficiency/complications , Renal Insufficiency/epidemiology , Risk Factors , Singapore , Stroke/complications , Stroke/epidemiology , Young Adult
13.
Am J Epidemiol ; 169(12): 1454-62, 2009 Jun 15.
Article in English | MEDLINE | ID: mdl-19406920

ABSTRACT

Recent studies suggest that no distinct glycemic threshold consistently differentiates individuals with or without retinopathy. The authors sought to determine whether the same was true for other microvascular complications. They studied 5,094 participants with fasting plasma glucose values and concurrent microvascular complications from 4 previous cross-sectional surveys carried out in Singapore (1982-1998) who attended a follow-up examination in 2004-2007. Peripheral neuropathy was diagnosed based on abnormal responses to a 10-g monofilament or neurothesiometer test. Chronic kidney disease was defined in various ways by using albuminuria (urine albumin:creatinine ratio >30 microg/mg) and estimated glomerular filtration rate, alone and in combination. Prevalence of peripheral neuropathy was 7.5%. For chronic kidney disease, prevalence of albuminuria only was 10.5%, estimated glomerular filtration rate of <60 mL/minute per 1.73 m(2) only was 4.1%, and both was 2.1%. Prevalence of peripheral neuropathy and chronic kidney disease gradually increased in relation to fasting plasma glucose, beginning at levels below the existing diagnostic threshold for diabetes mellitus of 7.0 mmol/L (126 mg/dL). For chronic kidney disease, these associations persisted after adjustment for age, gender, ethnic group, and hypertension. Current diagnostic thresholds for diabetes mellitus have limited sensitivity for identifying individuals with these microvascular complications. Ascertaining these individuals may require development and application of novel screening strategies.


Subject(s)
Blood Glucose , Diabetic Nephropathies/epidemiology , Diabetic Neuropathies/epidemiology , Kidney Failure, Chronic/epidemiology , Adult , Blood Glucose/analysis , Case-Control Studies , Cross-Sectional Studies , Diabetes Mellitus/diagnosis , Diabetes Mellitus/physiopathology , Diabetic Nephropathies/etiology , Diabetic Neuropathies/etiology , Female , Glomerular Filtration Rate , Humans , Kidney Failure, Chronic/blood , Male , Middle Aged , Odds Ratio , Prevalence , Singapore/epidemiology , Surveys and Questionnaires
SELECTION OF CITATIONS
SEARCH DETAIL
...