The Singapore Mental Health Study: an overview of the methodology

Understanding Major Depressive Disorder in Singapore: Insights from the second Singapore Mental Health Study (SMHS 2016)

BACKGROUND

Major Depressive Disorder (MDD) poses significant public health challenges globally and in Southeast Asia, with substantial impairment and disease burden. Understanding its prevalence and associated risk factors is crucial for effective intervention.

METHODS

This study aims to describe the prevalence shifts, correlates, and comorbidities of MDD in Singapore. Data were collected from the second Singapore Mental Health Study (SMHS 2016), a national cross-sectional survey comprising 6126 adult residents. The WHO Composite International Diagnostic Interview assessed MDD and comorbidities. Statistical analyses, including logistic regression, were conducted to examine the associations and trends.

RESULTS

The lifetime weighted prevalence of MDD in SMHS 2016 was 6.2 %, with an overall increase from 5.8 % in 2010. Significant associations were found between MDD and age, marital status, and comorbid physical disorders. Young adults and divorced/separated individuals exhibited higher MDD prevalence. Chronic pain was significantly associated with MDD.

LIMITATIONS

The study's cross-sectional design limits causal inference, and selective non-response might affect prevalence estimates. However, the study benefits from a large, nationally representative sample and standardized methodologies.

CONCLUSIONS

Young and middle-aged adults, and divorced/separated individuals demonstrate elevated MDD prevalence, warranting targeted interventions. Individuals with comorbidities, particularly chronic pain, constitute a high-risk and vulnerable population. Comprehensive assessment and treatment plans should involve multidisciplinary teams and integrated care approaches to better address the complex needs of these individuals. Our study also highlights specific interventions for schools, families, communities, and workplaces. Despite Singapore's relatively low prevalence compared to Western nations, MDD remains cross-culturally valid emphasizing the need for early intervention and preventive public health measures.

Changes in body mass index and its association with socio-demographic characteristics between 2010 and 2016 in Singapore

Background

Epidemiological studies have observed an increase in the prevalence of obesity in both western and Asian countries. This study aims to compare the distribution of body mass index (BMI) in the general population of Singapore between 2010 and 2016, and to explore the socio-demographic risk factors associated with it.

Methods

Data for this study were extracted from two national-wise studies in 2010 and 2016, two population-based, cross-sectional epidemiological studies. BMI cut-off scores were used as an indicator to assess obesity in this study, and the data included in the analysis was self-reported by the respondents.

Results

Overall, the study observed decreasing prevalence in underweight and normal weight categories; and an increasing prevalence in overweight and obesity categories in the Singapore adult population between 2010 and 2016. Age, gender, ethnicity, marital status, and educational level were found to be significantly associated with BMI categories.

Conclusion

The observed increase in the population's BMI between 2010 and 2016 may lead to an increase in the incidence of chronic diseases in Singapore. Our study findings add to the existing local literature and provides data for evidence-based policymaking on health-related interventions and program planning.

Depression and Suicidality: The Roles of Social Support and Positive Mental Health

OBJECTIVE

Despite being preventable, suicide remains a leading cause of death globally, with depression being one of the more prominent risk factors. This study examines the roles of social support and positive mental health in the depression-suicidality pathway.

METHODS

We utilized data from the Singapore Mental Health Study 2016. Social support and positive mental health were examined as mediators in the relationship between 12-month depression and 12-month suicidality using survey-weighted generalized structural equation modeling.

RESULTS

Overall positive mental health was found to partially mediate the relationship between depression and suicide. Of the discrete positive mental health domains, the depression-suicidality relationship was partially mediated by general coping and fully mediated by personal growth and autonomy.

CONCLUSION

While findings regarding social support were inconclusive, positive mental health may play a significant role in alleviating the effects of depression on suicidality. This highlights the multifaceted nature of suicidality and reveals positive mental health as a new area in assessing and treating at-risk people, to improve clinical outcomes.HIGHLIGHTSThe effect of depression on suicidality was partially mediated by overall positive mental health.General coping partially mediated the relationship between depression and suicidality.Personal growth and autonomy fully mediated the relationship between depression and suicidality.

Design and Implementation of Survey Quality Control System for Qatar's First National Mental Health Survey: Case Study

BACKGROUND

All World Mental Health (WMH) Surveys apply high standards of data quality. To date, most of the published quality control (QC) procedures for these surveys were in relation to face-to-face interviews. However, owing to the social restrictions that emerged from the COVID-19 pandemic, telephone interviews are the most effective alternative for conducting complex probability-based large-scale surveys.

OBJECTIVE

In this paper, we present the QC system implemented in the WMH Qatar Survey, the first WMH Survey conducted during the COVID-19 pandemic in the Middle East. The objective of the QC process was to acquire high data quality through the reduction of random errors and bias in data collection.

METHODS

The QC design and procedures in this study were adapted to the telephone survey mode in response to the COVID-19 pandemic. We focus on the design of the QC indicator system and its implementation, including the investigation process, monitoring interviewers' performance during survey fielding and applying quality-informed interventions.

RESULTS

The study team investigated 11,035 flags triggered during the 2 waves of the survey data collection. The most triggered flags were related to short question administration duration and multiple visits to the same survey questions or responses. Live monitoring of the interviews helped in understanding why certain duration-related flags were triggered and the interviewing patterns of the interviewers. Corrective and preventive actions were taken against interviewers' behaviors based on the investigation of triggered flags per interviewer and live call monitoring of interviews. Although, in most cases, the interviewers required refresher training sessions and feedback to improve their performance, several interviewers discontinued work because of low productivity and a high number of triggered flags.

CONCLUSIONS

The specific QC procedures implemented in the course of the WMH Qatar Survey were essential for successfully meeting the target number of interviews (N=5000). The QC strategies and the new indicators customized for telephone interviews contributed to the flag investigation and verification process. The QC data presented in this study shed light on the rigorous methods and quality monitoring processes in the course of conducting a large-scale national survey on sensitive topics during the COVID-19 pandemic.

Measuring social desirability bias in a multi-ethnic cohort sample: its relationship with self-reported physical activity, dietary habits, and factor structure

BACKGROUND

Social desirability bias is one of the oldest forms of response bias studied in social sciences. While individuals may feel the need to fake good or bad answers in response to sensitive or intrusive questions, it remains unclear how rampant such a bias is in epidemiological research pertaining to self-reported lifestyle indicators in a multicultural Asian context. The main purpose of the current study is, therefore, to examine the sociodemographic correlates and impact of social desirability responding on self-reported physical activity and dietary habits at an epidemiological scale in a non-western multi-cultural Asian setting.

METHODS

Prior to the main analyses, confirmatory and exploratory factor analyses were conducted to determine the factorial validity of a western derived concept of social desirability. Multiple regression analyses were conducted on cross-sectional data (n = 2995) extracted from a nationwide survey conducted between 2019 and 2020.

RESULTS

A unique factor structure of social desirability was found and was therefore used for subsequent analyses. Multiple regression analyses revealed older age groups, the Indian ethnic group, those with past or present marriages, and having no income, had a significantly greater tendency to act on the bias.

CONCLUSION

The construct of social desirability bias was fundamentally different in a multicultural context than previously understood. Only a small proportion of variance of self-report lifestyle scores was explained by social desirability, thus providing support for data integrity.

Sleep quality of Singapore residents: findings from the 2016 Singapore mental health study

Given the importance of sleep for physical and mental wellbeing, it is crucial to understand the extent of insomnia among community dwellers. However, there is a paucity of population wide epidemiological studies to estimate the prevalence of poor sleep quality. This present study aimed to 1) characterize the sleep quality of a nationally representative sample (n = 6126) of Singapore residents using Pittsburg Sleep Quality Index (PSQI) and 2) identify the sociodemographic correlates of poor sleep in this population. A total of 27.6% of respondents reported poor sleep quality (PSQI score ≥5). Sociodemographic correlates of poor sleep quality in the Singapore population included, but were not limited to, females (AOR = 1.44, 95% CI = 1.17 to 1.77, p-value = 0.001), Malays (vs Chinese) (AOR = 1.53, 95% CI = 1.23 to 1.9, p-value < 0.001), Indians (vs Chinese) (AOR = 1.22, 95% CI = 1.02 to 1.47, p-value = 0.03), ex-smokers (vs non-smokers) (AOR = 1.43, 95% CI = 1.07 to 1.92, p-value = 0.02), persons with comorbid mental health conditions (vs no mental health conditions) (AOR = 14.11, 95% CI = 6.52 to 30.54, p-value < 0.01), and persons with physical multimorbidity (vs no physical conditions) (AOR = 1.63, 95% CI = 1.24 to 2.15, p-value < 0.001). The prevalence of poor sleep in Singapore is comparable to that of other countries in the Asian region. Targeted public health campaigns to psycho-educate vulnerable groups on the importance of good sleep hygiene may improve the overall wellbeing of residents in Singapore.

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Sleep is important for physical and mental health, however data on population wide prevalence of insomnia is scarce.

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Using the Pittsburgh Sleep Quality Index, we found that 27.6% of this nationally representative sample had poor sleep.

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Sociodemographic correlates of poor sleep quality in our population included females, Malays, Indians, and ex-smokers.

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Persons with comorbid mental health conditions and physical multimorbidity were found to have poor sleep quality.

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Targeted psychoeducation to the relevant subgroups could improve sleep quality of Singapore residents.

Structure as Depressant: Theorizing Narratives of Mental Health among Migrant Domestic Workers

Articulating that domestic workers in Singapore are marked by their subalternity, erased from the hegemonic discursive spaces in spite of their visibility as objects in the neoliberal economy, this manuscript draws on the culture-centered approach to conceptualize listening as a structurally transformative anchor to theorizing mental health. The narratives offered by workers reveal critical insights into the way structure functions to create conditions of mental health suffering in the performance of precarious domestic work, intricately tied to the erasure of voice. The material violence on the bodies of workers relates to the everyday challenges to mental health. A lack of access to infrastructures of information and communication add to the conditions of marginality. In listening to these storied descriptions of suffering in precariousness, we hear voices revealing limited alternatives to mental health care in poor working conditions, with workers entrapped in a cycle of stress, worry, and fear.

Early age of onset of mood, anxiety and alcohol use disorders is associated with sociodemographic characteristics and health outcomes in adults: results from a cross-sectional national survey

PURPOSE

This cross-sectional study investigated distribution, sociodemographic correlates, and health outcomes in early versus late age of onset (AOO) of mood, anxiety, and alcohol use disorders in Singapore.

METHODS

The Composite International Diagnostic Interview established lifetime diagnoses of major depressive, bipolar, generalized anxiety, obsessive compulsive and alcohol use disorders in a representative sample of residents aged 18 years and over (n = 6126). The AOO of the individual and any mental disorders were classified into early and late onset using median values as cut-offs. Data included socio-demographic and health background, health utility score, and productivity losses. Multivariable logistic regression analysis was conducted to assess sociodemographic correlates of early versus late AOO of any mental disorder while linear regression analysis investigated the associations between AOO of individual disorders with health utility score and productivity loss.

RESULTS

Respondents' mean (SD) age was 45.6 (16.5) years, comprising 50.5% women and majority of Chinese ethnicity (75.8%). The median AOO for any of the five studied disorders was 21 years (IQR: 15-29). Lowest AOO was observed for obsessive compulsive disorder (Median: 14, IQR: 11-26). Those aged 35 years and over (versus 18-34) were less likely to have earlier AOO [35-49 years (OR: 0.287; 95% CI: 0.154-0.534); 50-64 years (OR:0.156; 95% CI: 0.068-0.361) and 65 and over (OR:0.112; 95% CI:0.027-0.461)], while Malay ethnicity (versus Chinese) (OR: 2.319; 95% CI: 1.384-3.885) and being never married (versus married) (OR: 2.731; 95% CI: 1.493-4.993) were more likely to have early AOO for any mental disorder. Sample with early (versus late) AOO had a lower health utility score (β =  - 0.06,95% CI: - 0.08 to - 0.03) and higher number of days cut down on the type of work (β = 1.61,95% CI: 0.12-3.10) in those with any mental disorders.

CONCLUSION

This study showed that half of the adults with mood, anxiety or alcohol use disorders in Singapore experienced their illness onset by 21 years of age. Early AOO is associated with sociodemographic background and poor health outcomes. Prevention, early detection, and interventions to improve health outcomes in mental disorders should consider the sociodemographic profile and age at first onset of symptoms in the population.

Help-Seeking Patterns Among the General Population in Singapore: Results from the Singapore Mental Health Study 2016

This study aimed to establish lifetime mental health service utilisation among the general population of Singapore. The sociodemographic correlates of those seeking help from different service provider groups and changes in lifetime mental health service utilisation between 2010 and 2016 among those with mental disorders were also explored. A population-based cross-sectional epidemiological household survey of the Singapore resident population aged 18 years and above was conducted from 2016 to 2018, using the World Mental Health Composite International Diagnostic Interview (CIDI) version 3.0. Data from two cross-sectional population-based studies were used for comparison of lifetime mental health service utilisation in 2010 (n = 6616) and 2016 (n = 6126). Chi square test and multiple logistic regression were used to analyse the data. A total of 6126 respondents completed the study in 2016. Overall 9.3% of the total sample, 32.0% of those with mental disorders, and 5.7% of those not meeting criteria for mental disorders, ever sought help for their mental health issues in their lifetime, from any treatment service sectors. Several sociodemographic characteristics were found to be correlated with different service provider groups. There was no change in mental health service utilisation between 2010 and 2016 for all mental disorders included in this study, with the exception of a significant increase in help sought from professionals in social services, among those with alcohol abuse. Even though the overall help-seeking rates are low, it is encouraging that those seeking help did so from mental health professionals and professionals working in the social services.

Prevalence, Lifestyle Correlates, and Psychosocial Functioning Among Multi-Ethnic Older Adults with Mild Cognitive Impairment in Singapore: Preliminary Findings from a 10/66 Population Study

Asia, which has the highest increase in dementia prevalence, is unfortunately lacking recent up-to-date research, with regions of Southeast Asia being the most inadequate. Preventive approaches, such as the understanding of Mild Cognitive Impairment (MCI), are currently the most effective approach in reducing the risk or delaying the onset of dementia but are not adequately understood. Additionally, there is a paucity of research examining lifestyle and sociodemographic correlates of MCI that are relevant to the local population of Singapore. To address these gaps, this study aimed to explore: 1) the prevalence of MCI and Amnestic Mild Cognitive Impairment (aMCI), 2) the psychosocial and lifestyle correlates of MCI and aMCI. Data were drawn from the Well-being of the Singapore Elderly (WiSE) population study, which is a single-phase cross-sectional household survey conducted among older adult residents aged 60 years and above. Analyses revealed that the weighted MCI prevalence (1.2%) was lower than global figures. Few sociodemographic and lifestyle habits were related to MCI prevalence, as only age and physical activeness emerged as significant correlates. Despite the low prevalence of MCI, individuals with MCI experienced marked disability, clinical levels of depression and anxiety, which are all concerning finds. Due to the exploratory and cross-sectional nature of the study, future longitudinal research could further refine our understanding of MCI and confirm the present findings.

Extended network analysis: from psychopathology to chronic illness

BACKGROUND

Understanding complex associations between psychopathology and chronic illness is instrumental in facilitating both research and treatment progress. The current study is the first and only network-based study to provide such an encompassing view of unique associations between a multitude of mental and physical health-related domains.

METHODS

The current analyses were based on the Singapore Mental Health Study, a cross-sectional study of adult Singapore residents. The study sample consisted of 6616 respondents, of which 49.8% were male and 50.2% female. A network structure was constructed to examine associations between psychopathology, alcohol use, gambling, major chronic conditions, and functioning.

RESULTS

The network structure identified what we have labeled a Cartesian graph: a network visibly split into a psychopathological domain and a physical health domain. The borders between these domains were fuzzy and bridged by various cross-domain associations, with functioning items playing an important role in bridging chronic conditions to psychopathology.

CONCLUSIONS

Current results deliver a comprehensive overview of the complex relation between psychopathology, functioning, and chronic illness, highlighting potential pathways to comorbidity.

Comorbid physical illnesses in adult outpatients with psychotic disorders: risk factors, psychological functioning, and quality of life outcomes

PURPOSE

In contrast to global research, where physical comorbidity in psychotic disorders is established, only a few studies have been conducted in Southeast Asia. With a concerning trend of chronic physical illnesses emerging in adults below the age of 65, an investigation into comorbid chronic physical illnesses in adults diagnosed with psychotic disorders is necessary. This study aims to explore the risk factors, psychological functioning, and quality of life outcomes associated with comorbidity in adults below the age of 65, diagnosed with psychotic disorders, in a multi-ethnic non-Western setting.

METHODS

Electronic medical records of 364 patients with psychotic disorders who had provided written consent to participate were screened for co-occurring physical conditions. The majority of participants were female (53.7%), Chinese (69%), single (74.5%), and had tertiary and above education (43%). They were approximately 35 years old on average and the mean age of onset for psychosis was 26.7 years old.

RESULTS

Comorbid physical illnesses were present in approximately a third of adults with psychotic disorders (28%). They typically reported cardiovascular-related diseases, respiratory, and skin conditions. Comorbidity was significantly related to lower physical quality of life. As compared to other types of psychotic disorders, schizophrenia was significantly related to a greater frequency of comorbid physical conditions. Multinomial regression analyses revealed that age, age of onset, Malay and Indian ethnicities were significant factors.

CONCLUSION

Physical comorbidity in adults below the age of 65 is common, signifying an emerging need to place greater attention into the screening and emphasis on the physical care needs of this age group. Finally, more research is needed to understand the impact of common co-occurring acute and chronic cardiovascular, skin, and respiratory diseases locally.

Prevalence and correlates of bipolar spectrum disorders in Singapore: Results from the 2016 Singapore Mental Health Study (SMHS 2016)

BACKGROUND

Prevalence estimates of Bipolar Spectrum Disorders (BSD) remain scant in Southeast Asia. This study aims to investigate the prevalence of BSD, its correlates with sociodemographic factors, and the associations between the BSD subgroups and clinical severity, impairment, and disability in Singapore.

METHODS

This study utilizes data gathered from the second Singapore Mental Health Study (SMHS)- a nationwide cross-sectional survey conducted between 2016 and 2018 (response rate: 69.5%). Respondents were randomly selected and administered, in a single visit, interviewer-led surveys of the World Health Organization Composite International Diagnostic Interview version 3.0 (CIDI 3.0) in their preferred language (i.e. Chinese, Malay, Tamil, or English). A total of 6126 residents completed the study.

RESULTS

The lifetime weighted prevalence of BSD, Bipolar I, II, and subthreshold bipolar disorder was 3.1%, 1.5%, 0.03%, and 1.6% respectively. A higher prevalence of Bipolar Disorders (BPD) was significantly associated with younger age, being divorced or separated, and being unemployed. Lifetime comorbidity of BSD with at least one other psychiatric or physical condition was 45% and 51% respectively. BSD was most comorbid with Obsessive Compulsive Disorder (psychiatric condition) and Chronic pain (physical condition).

LIMITATIONS

This study relies on self-report data which may be subject to unintended response biases leading to the under or over-reporting of results.

DISCUSSION

In addition to the high prevalence of BPD, there is also a concerning shift and increase in the proportion of those who experience severe symptoms of mania/hypomania and depression. Subthreshold bipolar disorder is found to be clinically significant and cross-culturally valid in a multi-cultural setting.

The Public Health Impact and Policy Implications of Online Support Group Use for Mental Health in Singapore: Cross-Sectional Survey

BACKGROUND

The wide mental health treatment gap continues to pose a global and local public health challenge. Online support groups are on the rise and could be used to complement formal treatment services for mental health.

OBJECTIVE

This study aimed to examine the prevalence of online support group use and explore factors associated with the use in the general population using data from a national cross-sectional mental health survey in Singapore.

METHODS

Singapore residents aged 18 years and above participated in a nationally representative household survey in which the World Health Organization Composite International Diagnostic Interview 3.0 was administered by trained interviewers to examine the use of online support groups for mental health. Multiple logistic regressions were used to analyze the association of online support group use with various sociodemographic and health factors.

RESULTS

A total of 6110 respondents with complete data were included in this study. Overall, 10 individuals per 1000 adults (1%) reported seeking help from online support groups for their mental health problems. Compared to younger adults (those aged 18 to 34 years) and those with university education, individuals aged 50 to 64 years (P<.001; OR 0.1, 95% CI 0.0-0.3) and those with preuniversity qualifications (P=.02; OR 0.1, 95% CI 0.0-0.8) were less likely to use online support groups for mental health, respectively. Participants with a Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition (DSM-IV) mental disorder were 6.8 times more likely (P<.001; 95% CI 3.0-15.4) to use an online support group; in particular, individuals with major depressive disorder (P<.001; OR 5.4, 95% CI 2.1-13.8) and obsessive compulsive disorder (P=.01; OR 3.5, 95% CI 1.3-9.7) were more likely to use an online support group for their mental health.

CONCLUSIONS

Online support groups could be used to complement formal treatment services, especially for mood and anxiety-related disorders. As online support group use for mental health issues may be more prevalent among younger people, early detection and accurate information in online support groups may guide individuals toward seeking professional help for their mental health problems.

Depressive and anxiety disorders among single mothers in Dhaka

BACKGROUND

Recent reports revealed that the number of single mothers has been increasing day by day in Dhaka city; however, their psychological problems have not been studied yet.

AIM

We aimed to see the proportion of single mothers having depressive and anxiety disorders.

METHODS

This descriptive cross-sectional study was conducted under the supervision of the Department of Psychiatry, Bangabandhu Sheikh Mujib Medical University, Dhaka from August 2016 to July 2017. A total of 156 single mothers from three social strata, namely, lower-, middle- and upper-class group were included purposively. Data were collected through face-to-face interviews using a semi-structured questionnaire consisting of demography and structured clinical interview for Diagnostic and Statistical Manual of Mental Disorders, Fourth edition, axis-I disorders, clinician version (SCID-I-CV) which were analyzed by Statistical Package for the Social Sciences (SPSS) version 17.

RESULTS

This study showed that the mean age of the single mothers was 34.8 ± 8.9 years. The overall 48.8% of single mothers had either depressive and/or anxiety disorders where 17.3% depressive disorder, 21.2% anxiety disorders and 10.3% had a dual diagnosis. Major depressive disorder and generalized anxiety disorder were the most common specific diagnosis.

CONCLUSION

This study provided us a sound background knowledge regarding psychiatric disorders among single mothers. This study shows the need for larger research on this issue and early detection would help them to improve the quality of life.

Independent and combined associations of sleep duration and sleep quality with common physical and mental disorders: Results from a multi-ethnic population-based study

Sleep duration and sleep quality are often linked to increased risk of mortality and morbidity. However, national representative data on both sleep duration and sleep quality and their relationship with chronic health problems are rarely available from the same source. This current study aimed to examine the independent and combined associations of sleep duration and sleep quality with physical and mental disorders, using data from the Singapore Mental Health Study 2016. 6,126 residents aged ≥18years participated in this epidemiological, cross-sectional survey. Sleep measures were assessed using the Pittsburg Sleep Quality Index while lifetime or 12-month medical and psychiatric diagnoses were established using the Composite International Diagnostic Interview 3.0. Both short sleep (<6hrs compared to 7-8hrs) and poor sleep were found to be independently associated with chronic pain, obsessive compulsive disorder and any mental disorder while poor sleep was additionally associated with major depressive disorder, bipolar disorder, generalized anxiety disorder and any physical disorder, when adjusted for confounders. Poor sleep combined with short sleep (≤6hrs/day vs 7-8hrs/day) was associated with the highest number of comorbidities among other sleep combinations. Sleep duration and sleep quality, when adjusted for each other, remained independently associated with both physical and mental disorders. Affective disorders may be more closely related to poor sleep quality compared to abnormal sleep duration. Our findings suggest sleep quality to be a more important indicator for psychological and overall health compared to sleep duration.

Study protocol for a nationwide Knowledge, Attitudes and Practices (KAP) survey on diabetes in Singapore's general population

INTRODUCTION

This study aims to establish the Knowledge, Attitudes and Practices (KAP) of the general population (people with and without diabetes) towards diabetes. The study will examine (a) recognition and understanding of causes, prevention and treatment strategies of diabetes; (b) identify the knowledge gaps and behavioural patterns that may hamper diabetes prevention and control; (c) stigma towards and stigma perceived by people with diabetes and (d) awareness of anti-diabetes campaigns.

METHODS AND ANALYSIS

The study is a nationwide, cross-sectional study of Singapore's general population aged 18 years and above (n=3000), comprising Chinese, Malay, Indian and other ethnic groups, who can understand English, Chinese, Malay or Tamil language. The sample was derived using a disproportionate stratified sampling using age and ethnicity. The proportion of respondents in each ethnic group (Chinese, Malay and Indian) was set to approximately 30%, while the proportion of respondents in each age group was set around 20% in order to ensure a sufficient sample size. The respondents will be administered questionnaires on diabetes KAP, stigma towards diabetes, lifestyle, diet and awareness of local anti-diabetes campaigns. The analysis will include descriptive statistics and multiple logistic and linear regression analyses to determine the socio-demographic correlates of correct recognition of diabetes, help-seeking preferences, as well as overall knowledge and attitudes among those with and without diabetes. We will consider a p value ≤0.05 as significant.

ETHICS AND DISSEMINATION

This study protocol has been reviewed by the Institutional Research Review Committee and the National Healthcare Group Domain Specific Review Board (NHG DSRB Ref 2018/00430). The results of the study will be shared with policymakers and other stakeholders. There will be a local mass media briefing to disseminate the findings online, in print and on television and radio. The results will be published in peer-reviewed journals and presented in scientific meetings.

Comorbidities within mental illnesses in a multiethnic urban population

The prevalence and patterns of comorbidities among mental illnesses including substance misuse have been rarely documented in urban communities. In this study, we aimed to examine the prevalence, diagnostic patterns, common risk factors and functioning associated with comorbid mental illness among community residents in an urban population. Using data from Singapore Mental Health Study (SMHS) 2010 (n = 6616) and SMHS 2016 (n = 6126), we investigated the changes in the overall prevalence of comorbid mental illness and the diagnostic patterns of multiple affective disorders, affective disorder comorbid with substance misuse and multiple substance misuse. The most common diagnostic pair of comorbid affective disorder was major depressive disorder (MDD) and obsessive-compulsive disorder (OCD) (0.4 % at 2010 and 0.7 % at 2016). Among comorbid substance misuse, comorbidity of MDD and alcohol related disorder (ARD) was most frequent (0.5 % and 0.7 % respectively), while comorbidity of nicotine dependence (ND) with ARD decreased from 0.5 % to 0.1 %. Logistic regression was utilized to identify the associations of socio-demographics/clinical characteristics with patterns of comorbid mental illness and the associations of number of comorbid mental illness with impaired functioning. The risk profileassociated with comorbid mental illnesses differed among various comorbidity groups. Moreover, in SMHS 2016, higher number of comorbidities within mental illness was associated with higher odds of functioning impairment. The increase in the prevalence of comorbid mental illnesses indicates the need for early diagnosis and integrated disease management. Moreover, certain subgroups in the general population are more at risk of comorbid mental illnesses.

The use of complementary and alternative medicine in a multi-ethnic Asian population: results from the 2016 Singapore Mental Health Study

Background

This study seeks to investigate factors associated with using complementary and alternative medicine (CAM) for a mental illness among the three major ethnic groups (Chinese, Indians and Malays) in the general population of Singapore.

Methods

Data from the 2016 Singapore Mental Health Study was used; responses from the “Services” section of the Composite International Diagnostic Interview version 3.0 (CIDI 3.0) administered during face-to-face household interviews with participants were analyzed to establish prevalence of CAM use among Singaporeans. Additionally, sociodemographic variables of interest were selected for sub-group regression analyses to yield correlates of CAM use among the three ethnic groups.

Results

6.4% of Singaporeans used at least one form of CAM in the past 12 months for their mental illness. Malays reported using CAM the most, followed by Indians and Chinese. Sociodemographic variables such as education and employment were differently associated with CAM use among the ethnicities. Across all three ethnic groups, CAM users were more likely to report poorer mental health-related quality of life.

Conclusion

Despite the significant differences in CAM use among Chinese, Malays and Indians, those who had a mental illness were significantly more likely to use CAM regardless of ethnicity. This highlights the need for communication between CAM practitioners and conventional mental healthcare providers for early referral when appropriate which would lead to improved healthcare delivery and better clinical outcomes.

Prevalence and correlates of smoking and nicotine dependence: results of a nationwide cross-sectional survey among Singapore residents

BACKGROUND

Since the Singapore Mental Health Study in 2010 which reported a 16.0% prevalence rate for current smokers and 4.5% for nicotine dependence, new anti-smoking strategies have been implemented. The aim of this study was to compare smoking trends from the 2010 study with the second Singapore Mental Health Study in 2016 (SMHS 2016).

METHODS

A survey of 6126 individuals aged 18 years and above randomly selected among Singapore residents was conducted using the same methodology as the 2010 study. The measures used in this analysis were sociodemographic questions, the Composite International Diagnostic Interview which assessed for psychiatric disorders, the Fagerstrom Test for Nicotine Dependence and a list of chronic physical conditions that were prevalent in Singapore. Logistic regression analyses were used to test for associations between smoking/nicotine-dependence and other measures.

RESULTS

In the SMHS 2016, 16.1% were current smokers and 3.3% were nicotine-dependent. As compared with non-smokers, current smokers were more likely to be younger, male gender, of ethnic minority and had lower/vocational education level. Younger age, male gender, lower/vocational education and psychiatric disorders (major depression, bipolar disorder and alcohol use disorders) predicted nicotine dependence. No associations were found between nicotine dependence and any of the chronic conditions.

CONCLUSION

The prevalence of current smokers in the population has plateaued while that of nicotine dependence has decreased from 2010. However, the study did not investigate the use of e-cigarettes. Inequalities in smoking and nicotine dependence continue to pervade the population particularly among those of ethnic minority, lower/vocational education and the mentally ill.

Knowledge, attitude and behaviors towards patients with mental illness: Results from a national Lebanese study

OBJECTIVES

Patients with mental health disorders often have to endure the burdens of the condition itself and the stigma that follows. Since no study has been conducted in Lebanon on this topic, our objective was to assess the knowledge, attitude and behaviors towards public stigma of mental health diseases, among a sample of the Lebanese population.

METHODS

A cross-sectional study, conducted between November 2017 and May 2018, enrolled 2289 participants. The Mental Health Knowledge Schedule (MAKS), the Community Attitudes toward Mental Illness (CAMI) and the Reported and Intended Behavior Scale (RIBS) were used to assess knowledge, attitude and behaviors toward mental illness respectively. The 25th, 50th and 75th percentile of the MAKS, CAMI and RIBS scales scores were considered as cutoff points for low, medium and high scores respectively.

RESULTS

A high knowledge score was found in 33.0% of the participants, whereas a high attitude score and a higher behavior score were found in 32.2% and 26.9% of the participants respectively. Living in North Lebanon (Beta = 1.331) and being familiar with a non-close person with mental illness (Beta = 0.811) were associated with higher knowledge of mental illness (higher MAKS score), whereas living in Bekaa (Beta = -8.693) and being 70 years old and above (Beta = -5.060) were associated with lower knowledge toward mental illness (lower MAKS score). Higher knowledge of mental illness (higher MAKS score) (Beta = 0.670), having a high level of education (university (Beta = 8.785), secondary (Beta = 6.084) and technical (Beta = 5.677)) were associated with less stigmatizing attitudes (higher CAMI scale). Being familiar with close people with mental illness (Beta = 0.577), less stigmatizing attitudes (higher CAMI scale) (Beta = 0.077) and higher knowledge of mental illness (higher MAKS score) (Beta = 0.115) were associated with higher favorable behaviors (higher RIBS score), whereas knowing a non-close person who have a mental illness (Beta = -0.720) was associated with lower favorable behaviors (lower RIBS score).

CONCLUSION

A mass media awareness campaigns that could transmit health messages to a wide public audience in the country to fight stigma toward mental illness, seems warranted.

Prevalence and correlates of generalized anxiety disorder in Singapore: Results from the second Singapore Mental Health Study

The aim of this paper is to report findings on the epidemiology of generalized anxiety disorder (GAD) using data from the Singapore Mental Health Study (SMHS) 2016, and draw comparisons with results from the first SMHS in 2010. Singapore residents aged 18 years and above participated in the household survey where the WHO Composite International Diagnostic Interview 3.0 was administered to assess the prevalence of GAD and other mental health conditions. The findings revealed that the lifetime prevalence of GAD was 1.6% among the Singapore general population in 2016, an increase from the 0.9% in 2010. More lifetime GAD cases were reported across several sociodemographic groups including age and employment status. Lifetime GAD was significantly associated with higher odds of several comorbid psychiatric conditions (OR = 3.8-9.3, p < 0.05). Treatment seeking behavior did not differ significantly when compared to SMHS 2010 and there was still a considerable treatment gap among individuals with GAD. Future intervention programs to reduce anxiety and encourage help-seeking behavior could be implemented at institutes of higher learning and workplace settings to reach the targeted audience.

Tracking the mental health of a nation: prevalence and correlates of mental disorders in the second Singapore mental health study

AIMS

The second Singapore Mental Health Study (SMHS) - a nationwide, cross-sectional, epidemiological survey - was initiated in 2016 with the intent of tracking the state of mental health of the general population in Singapore. The study employed the same methodology as the first survey initiated in 2010. The SMHS 2016 aimed to (i) establish the 12-month and lifetime prevalence and correlates of major depressive disorder (MDD), dysthymia, bipolar disorder, generalised anxiety disorder (GAD), obsessive compulsive disorder (OCD) and alcohol use disorder (AUD) (which included alcohol abuse and dependence) and (ii) compare the prevalence of these disorders with reference to data from the SMHS 2010.

METHODS

Door-to-door household surveys were conducted with adult Singapore residents aged 18 years and above from 2016 to 2018 (n = 6126) which yielded a response rate of 69.0%. The subjects were randomly selected using a disproportionate stratified sampling method and assessed using World Health Organization Composite International Diagnostic Interview version 3.0 (WHO-CIDI 3.0). The diagnoses of lifetime and 12-month selected mental disorders including MDD, dysthymia, bipolar disorder, GAD, OCD, and AUD (alcohol abuse and alcohol dependence), were based on the Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition (DSM-IV) criteria.

RESULTS

The lifetime prevalence of at least one mood, anxiety or alcohol use disorder was 13.9% in the adult population. MDD had the highest lifetime prevalence (6.3%) followed by alcohol abuse (4.1%). The 12-month prevalence of any DSM-IV mental disorders was 6.5%. OCD had the highest 12-month prevalence (2.9%) followed by MDD (2.3%). Lifetime and 12-month prevalence of mental disorders assessed in SMHS 2016 (13.8% and 6.4%) was significantly higher than that in SMHS 2010 (12.0% and 4.4%). A significant increase was observed in the prevalence of lifetime GAD (0.9% to 1.6%) and alcohol abuse (3.1% to 4.1%). The 12-month prevalence of GAD (0.8% vs. 0.4%) and OCD (2.9% vs. 1.1%) was significantly higher in SMHS 2016 as compared to SMHS 2010.

CONCLUSIONS

The high prevalence of OCD and the increase across the two surveys needs to be tackled at a population level both in terms of creating awareness of the disorder and the need for early treatment. Youth emerge as a vulnerable group who are more likely to be associated with mental disorders and thus targeted interventions in this group with a focus on youth friendly and accessible care centres may lead to earlier detection and treatment of mental disorders.

The health impacts of energy performance investments in low-income areas: a mixed-methods approach

Background

Cold homes and fuel poverty contribute to health inequalities in ways that could be addressed through energy efficiency interventions.

Objectives

To determine the health and psychosocial impacts of energy performance investments in low-income areas, particularly hospital admissions for cardiorespiratory conditions, prevalence of respiratory symptoms and mental health status, hydrothermal conditions and household energy use, psychosocial outcomes, cost consequences to the health system and the cost utility of these investments.

Design

A mixed-methods study comprising data linkage (25,908 individuals living in 4968 intervention homes), a field study with a controlled pre-/post-test design (intervention,n = 418; control,n = 418), a controlled multilevel interrupted time series analysis of internal hydrothermal conditions (intervention,n = 48; control,n = 40) and a health economic assessment.

Setting

Low-income areas across Wales.

Participants

Residents who received energy efficiency measures through the intervention programme and matched control groups.

Main outcome measures

Primary outcomes – emergency hospital admissions for cardiorespiratory conditions, self-reported respiratory symptoms, mental health status, indoor air temperature and indoor relative humidity. Secondary outcomes – emergency hospital admissions for chronic obstructive pulmonary disease-related cardiorespiratory conditions, excess winter admissions, health-related quality of life, subjective well-being, self-reported fuel poverty, financial stress and difficulties, food security, social interaction, thermal satisfaction and self-reported housing conditions.

Methods

Anonymously linked individual health records for emergency hospital admissions were analysed using mixed multilevel linear models. A quasi-experimental controlled field study used a multilevel repeated measures approach. Controlled multilevel interrupted time series analyses were conducted to estimate changes in internal hydrothermal conditions following the intervention. The economic evaluation comprised cost–consequence and cost–utility analyses.

Data sources

The Patient Episode Database for Wales 2005–14, intervention records from 28 local authorities and housing associations, and scheme managers who delivered the programme.

Results

The study found no evidence of changes in physical health. However, there were improvements in subjective well-being and a number of psychosocial outcomes. The household monitoring study found that the intervention raised indoor temperature and helped reduce energy use. No evidence was found of substantial increases in indoor humidity levels. The health economic assessment found no explicit cost reductions to the health service as a result of non-significant changes in emergency admissions for cardiorespiratory conditions.

Limitations

This was a non-randomised intervention study with household monitoring and field studies that relied on self-response. Data linkage focused on emergency admissions only.

Conclusion

Although there was no evidence that energy performance investments provide physical health benefits or reduce health service usage, there was evidence that they improve social and economic conditions that are conducive to better health and improved subjective well-being. The intervention has been successful in reducing energy use and improving the living conditions of households in low-income areas. The lack of association of emergency hospital admissions with energy performance investments means that we were unable to evidence cost saving to health-service providers.

Future work

Our research suggests the importance of incorporating evaluations with follow-up into intervention research from the start.

Funding

The National Institute for Health Research Public Health Research programme.

Validity of the Associated Symptom Criteria for Generalized Anxiety Disorder: Observations From the Singapore Mental Health Study

Previous findings on the diagnostic validity and reliability of generalized anxiety disorder (GAD)-associated symptom criteria suggest need for further evaluation. The current study examined convergent validity and specificity of GAD-associated symptoms in a representative Singapore community sample. The Singapore of Mental Health Study a cross-sectional epidemiological survey conducted among 6166 Singapore residents aged 18 and older. The Composite International Diagnostic Interview version 3.0 was used to diagnose mental disorders. Associated symptoms in the GAD criteria and autonomic hyperactivity symptoms showed convergent validity with a GAD diagnosis. However, associated symptoms of GAD were also linked to major depressive disorder (MDD), bipolar disorder, and obsessive-compulsive disorder, suggesting lack of adequate specificity. The inability of the diagnostic criteria to differentiate GAD from symptoms of other conditions highlights the need to better define its associated symptoms criteria. The relationship of overlapping symptoms between GAD and MDD is also discussed.

Attitudes to Mental Illness and Its Demographic Correlates among General Population in Singapore

Background

Public attitudes to mental illness could influence how the public interact with, provide opportunities for, and help people with mental illness.

Aims

This study aims to explore the underlying factors of the Attitudes to Mental Illness questionnaire among the general population in Singapore and the socio-demographic correlates of each factor.

Methods

From March 2014 to April 2015, a nation-wide cross-sectional survey on mental health literacy with 3,006 participants was conducted in Singapore.

Results

Factor analysis revealed a 4-factor structure for the Attitudes to Mental Illness questionnaire among the Singapore general population, namely social distancing, tolerance/support for community care, social restrictiveness, and prejudice and misconception. Older age, male gender, lower education and socio-economic status were associated with more negative attitudes towards the mentally ill. Chinese showed more negative attitudes than Indians and Malays (except for prejudice and misconception).

Conclusions

There is a need for culture-specific interventions, and the associated factors identified in this study should be considered for future attitude campaigns.

Prevalence, correlates, comorbidity and severity of generalized anxiety disorder in Singapore

Despite its pervasiveness and associated impairment, generalized anxiety disorder (GAD) remains a poorly recognized disorder. Furthermore, given that GAD has been relatively understudied in Asia, the current study examined the prevalence, correlates and co-morbid conditions of this disorder in a multi-ethnic population of Singapore. Data was utilized from the Singapore Mental Health Study (SMHS), a cross-sectional epidemiological survey conducted among the adult population (n=6616) aged 18 years and above. The Composite International Diagnostic Interview version 3.0 (CIDI v3.0) was used to assess co-morbidity as well as the life-time and 12-month prevalence of disorders. Functional impairment and treatment-seeking behavior were also assessed. The life-time (0.9%) and 12-month (0.4%) prevalence estimates in the current study were found to be lower than those reported in Western populations but comparable to the prevalence estimates found in Asian countries. The relatively lower prevalence rate of GAD in this study suggests the possible role of culture in reporting and manifestation of anxiety symptomatology. The failure of a substantial proportion of individuals to seek treatment despite self-reported impairment was also identified as an area of concern.

Gender differences in major depressive disorder: findings from the Singapore Mental Health Study

INTRODUCTION

Major depressive disorder (MDD) is one of the most common psychiatric disorders worldwide and has been associated with various sociodemographic risk factors, including age, gender and ethnicity. The present study aimed to establish whether gender-specific differences relating to the prevalence and correlates of MDD exist in the Singapore adult resident population.

METHODS

The Singapore Mental Health Study was a population-based, cross-sectional epidemiological study among Singapore citizens and permanent residents aged 18 years and above. Face-to-face interviews were completed with 6,616 respondents between December 2009 and December 2010. Psychiatric conditions were established using version 3.0 of the World Health Organization Composite International Diagnostic Interview (CIDI). In addition, data relating to chronic medical conditions was captured using a modified version of the CIDI checklist for chronic medical conditions.

RESULTS

The lifetime prevalence of MDD was higher among women (7.2%) than men (4.3%). MDD was more prevalent among men and women who were divorced/separated and widowed women, as compared to those who were single. Among men, MDD was more prevalent among Indian and other ethnicities as compared to Chinese. Of the 417 respondents with MDD, women had significantly higher odds of having generalised anxiety disorder but lower odds of having high blood pressure, as compared to men.

CONCLUSION

The study highlighted key gender-specific correlates of MDD. Given the comorbidities associated with MDD and other psychiatric disorders and/or physical illnesses, these correlates pose additional challenges for care providers.

Smoking and Socio-demographic correlates of BMI

BACKGROUND

The aim of the current study was to examine the associations between Body Mass Index (BMI) and socio-demographic factors and to examine the relationship between BMI, smoking status and ethnicity.

METHODS

The Singapore Mental Health Study (SMHS) surveyed Singapore Residents (Singapore Citizens and Permanent Residents) aged 18 years old and above. BMI was calculated using height and weight which were self-reported by respondents. Socio-demographic characteristics and smoking status were recorded in a standardized data collection form.

RESULTS

Six thousand and six hundred sixteen respondents completed the study (response rate of 75.9 %) which constituted a representative sample of the adult resident population in Singapore. Ethnicity, gender and education status were associated with obesity. There was an interaction effect between ethnicity smoking status, and BMI. Indian and Malay smokers were less likely to be obese compared to Chinese smokers. The relationship between ethnicity and BMI was thus reversed when smoking was taken into account.

CONCLUSIONS

The study identified certain subgroups and risk factors that are associated with obesity. There is a need for further research to explore and identify genetic, metabolic and ethnic differences that underlie the interaction between ethnicity and smoking status which affects BMI.

Strategic Versus Nonstrategic Gambling: Results From a Community Survey

OBJECTIVES

The aims of the current study were to establish the prevalence and correlates of strategic and nonstrategic gambling, using data from an epidemiological survey conducted in 2010 in Singapore.

METHODS

Data were used from a nationwide cross-sectional, nationally representative survey of the resident (citizens and permanent residents) population of Singaporean adults aged 18 years and older (N=6616). All respondents were administered the South Oaks Gambling Screen to determine the gambling activities and screen for pathological gambling. The diagnosis of mental disorders was established using the Composite International Diagnostic Interview, and relevant sociodemographic data were collected using a structured questionnaire. In the analysis, 1835 adults who had gambled at least once in their lives were included.

RESULTS

The prevalence of strategic gamblers only, both strategic and nonstrategic gamblers, and nonstrategic gamblers was 12.9%, 30%, and 57.1%, respectively. As compared with nonstrategic gamblers, strategic gamblers were more likely to be males, and economically inactive (vs employed). They were less likely to be of Indian ethnicity and were currently married and divorced/separated. The prevalence of pathological gambling was significantly higher among strategic gamblers only, and both strategic and nonstrategic gamblers than nonstrategic gamblers (7.1% and 7.3% vs 2.1%; P = 0.001).

CONCLUSIONS

This study on gambling preferences in a multiethnic community sample has reiterated some of the findings from previous studies, whereas others are unique to this population.

Days Out of Role Due to Mental and Physical Conditions: Results from the Singapore Mental Health Study

Objective

The aim of the current study was to evaluate the relative contributions of mental and physical conditions to days out of role among adults aged 18 years and above in Singapore.

Methods

The Singapore Mental Health Study was a cross-sectional epidemiological survey of a nationally representative sample of residents aged 18 years or older. Diagnosis of mental disorders was established using the Composite International Diagnostic Interview; while chronic physical conditions were established using a checklist. Days out of role were assessed using a WHO Disability Assessment Schedule item. Multivariate regression analyses were used to estimate individual-level and societal-level effects of disorders.

Results

Overall, 8.7% of respondents reported at least one day out of role, with a mean of 5.8 days. The most disabling conditions at the individual level were cancer (118.9 additional days), cardiovascular diseases (93.5), and bipolar disorder (71.0). At the societal level, cardiovascular diseases contributed the highest population attributable risk proportion (45%), followed by cancer (39.3%), and hypertension (13.5%).

Conclusions

Mental and physical conditions are linked to significant losses in productivity for society as well as role disability for individuals, underscoring the need to enhance prevention and intervention efforts to increase overall productivity and improve individual functioning.

Prevalence and correlates of heart disease among adults in Singapore

Heart disease is one of the leading causes of morbidity and mortality worldwide and it has been well established that it is associated with both mental and physical conditions. This paper describes the prevalence of heart disease with mental disorders and other chronic physical conditions among the Singapore resident population. Data were from the Singapore Mental Health Study which was a representative, cross-sectional epidemiological survey undertaken with 6616 Singapore residents, between December 2009 and December 2010. The Composite International Diagnostic Interview Version 3.0 was used to establish the diagnosis of mental disorders, while a chronic medical conditions checklist was used to gather information on 15 physical conditions, including various forms of heart disease. Health-related quality of life was measured using the Euro-Quality of Life Scale (EQ-5D). The lifetime prevalence of heart disease was 2.8%. Socio-demographic correlates of heart disease included older age, Indian ethnicity, secondary education (vs. tertiary) and being economically inactive. After adjusting for socio-demographic variables and other comorbid physical and mental disorders, the prevalence of major depressive disorder and bipolar disorder were significantly higher among those with heart disease, as were diabetes, arthritis, kidney failure and lung disease. These findings highlight important associations between heart disease and various socio-demographic correlates, mental disorders and physical conditions. Given the high prevalence of mood disorders among heart disease patients, timely and appropriate screening and treatment of mental disorders among this group is essential.

Sleep disturbance among people with major depressive disorders (MDD) in Singapore

BACKGROUND

Sleep problems are common with major depressive disorder (MDD), which has been identified as the most pervasive mental disorder in Singapore.

AIMS

This study aimed to establish the prevalence of sleep disturbance among adults with lifetime and 12-month MDD, as well as its socio-demographic and clinical correlates.

METHOD

Data were collected from the Singapore Mental Health Study, a cross-sectional epidemiological survey of the local residential population aged ≥18 years. Using the CIDI 3.0, 417 and 181 respondents with lifetime and 12-month MDD were included in the analysis.

RESULTS

The prevalence of insomnia-related sleep disturbance among those with lifetime and 12-month MDD was 90.9% and 91.4%, respectively. Multiple logistic regression analyses revealed ethnicity, education and the number of depressive episodes as well as clinical comorbidities such as obsessive compulsive disorder, diabetes and hypertension to be significantly associated with sleep disturbance among those with lifetime MDD. However, only 28.6% of those with sleep disturbance sought help from a professional.

CONCLUSIONS

The proportion of Singaporeans with MDD who have sleep disturbance is high, with increased risk for mental and physical health problems. Given the low rate of treatment contact, individuals with MDD must be screened and treated for sleep disturbance.

Retrospective observation of mental disorders during postpartum period: Results from the Singapore mental health study

Background

The perinatal period has been identified as a period of vulnerability for various disorders (particularly anxiety and depressive disorders), which have been associated with negative outcomes for both mother and infant. The current study utilized data from the Singapore Mental Health Study (SMHS) to examine the temporal relationship between mental disorders and the perinatal period, as well as associated risk factors.

Methods

Life table estimation method was used to derive the estimated hazard rate for any mood or anxiety disorders following pregnancy. Multivariate logistic regression was used to examine the association between socio-demographic factors and onset of mental disorders after the first pregnancy.

Results

Among women with children (n = 2278), 1.5 % were found to have an onset of any mental disorder (i.e., mood disorders, anxiety disorders, alcohol use disorders), within 2 years after pregnancy. A peak in hazard rate was noted at approximately 1 year following pregnancy for anxiety disorders but not mood disorders. Women who were married, employed and physically healthy were less likely to have had developed any mental disorder.

Conclusions

The prevalence of mental disorders during pregnancy and postpartum was found to be low among women with children in our community sample, with increased vulnerability following delivery. The results offer some insight into the occurrence of mental disorders during the perinatal period among women in Singapore.

Comorbid physical and mental illnesses among pathological gamblers: Results from a population based study in Singapore

The aim of the current study was to examine the comorbidity of pathological gambling with other mental and physical disorders as well as to examine health related quality of life perceived by those with pathological gambling using data from a community survey in Singapore. All respondents were administered the South Oaks Gambling Screen to screen for pathological gambling. The diagnosis of mental disorders was established using the Composite International Diagnostic Interview; while chronic physical conditions were established using a checklist. The weighted lifetime prevalence of pathological gambling was 2.7%. After multiple logistic regression, age 18-34 years (OR=5.3, 95% CI=1.6-17.4), male gender (OR=7.8, CI=3.8-16.2), widowhood (OR=4.2, 95% CI=1.02-17.5), and those with pre-primary (OR=17.1, CI=4.9-59.1), primary (OR=5.3, CI=1.7-16.6), and secondary education (OR=6, CI=2.5-14.7) had significantly higher odds of having pathological gambling. Those of Malay (OR=0.1, 95% CI=0.07-0.2) and Indian ethnicity (OR=0.2, 95% CI=0.1-0.3) had significantly lower odds of having pathological gambling compared to those of Chinese ethnicity. Pathological gamblers had significantly higher odds of having comorbid mental and physical disorders than non-gamblers/non-problem gamblers. The significant association of comorbid mental and physical disorders among those with pathological gambling indicates a need to screen for these disorders and for their subsequent treatment.

Subthreshold and threshold DSM-IV generalized anxiety disorder in Singapore: Results from a nationally representative sample

Previous nationally representative studies have reported prevalence of DSM-IV generalized anxiety disorder (GAD). However, subthreshold and threshold GAD expressions remain poorly understood. The current study examined the prevalence, correlates and co-morbidity of a broader diagnosis of GAD in Singapore. The Singapore Mental Health Study (SMHS) was an epidemiological survey conducted in the population (N=6616) aged 18 years and older. The Composite International Diagnostic Interview version 3.0 (CIDI 3.0) was used to establish mental disorder diagnoses. The lifetime prevalence for subthreshold GAD (2.1%) and threshold GAD (1.5%) in the current sample was found to be lower than in Western populations. Younger age group, Indian ethnicity, previously married, chronic physical conditions, and being unemployed were associated with higher odds of having more severe expression of generalized anxiety. The relatively lower prevalence rate of subthreshold GAD expression suggests possible cultural interferences in the reporting and manifestation of anxiety symptomatology. Despite the low prevalence, significant impacts on functioning and comorbidity among subthreshold generalized anxiety cases indicate the importance of early treatment to ensure a better prognosis.

Culture and age influences upon gambling and problem gambling

Objective

This study aimed to (i) examine the prevalence and types of gambling, (ii) establish prevalence of ‘pathological’ gambling, (iii) explore the correlates of gambling, and (iv) establish psychiatric and physical comorbidity in a sample of older adult gamblers (≥ 60 years) in contrast to younger gamblers in a representative population sample in Singapore.

Method

This paper reports the results of a secondary analysis of data from a representative community survey of 6616 participants, of which 2252 had engaged in gambling activities at least once in their lifetime.

Results

48.9% of older adults reported lifetime gambling. Older gamblers were more likely to be males, married or widowed (vs. never married), with pre-primary, primary and secondary education (vs. university), economically inactive (vs. employed) and had personal annual income of SGD $19,999 and below (vs. SGD $50,000 and above). Older gamblers had significantly higher rates of betting on horses, playing numbers or betting on lotteries, and playing Mahjong. After adjusting for demographic variables in multiple logistic regression analyses, gamblers aged 60 years and older had significantly lower odds of having pathological gambling than those in the younger age group (OR = 0.4). Older gamblers had significantly higher odds of having diabetes (OR = 3.2), hypertension (OR = 4.9), and any comorbid chronic physical condition assessed in this study.

Conclusions

For the majority of older adults, gambling remains a recreational activity that is entertaining and a way of socialization. However, one must remain cognizant of the possible risks for some to develop disordered gambling.

•

48.9% of older adults in Singapore reported lifetime gambling.

•

Older gamblers were more likely to be males, married or widowed, and had lower education.

•

Older gamblers had significantly lower odds of having pathological gambling.

Hoarding in an Asian Population: Prevalence, Correlates, Disability and Quality of Life

Introduction: Hoarding is defined as the acquisition of, and inability to discard items even though they appear to others to have no value. The objectives of the study were to establish the prevalence of hoarding behaviour among the general population and among individuals with obsessive-compulsive disorder (OCD) in a cross-sectional study conducted in Singapore. Materials and Methods: The Singapore Mental Health Study was a cross-sectional epidemiological survey of a nationally representative sample of residents aged 18 years or older, living in households. The diagnoses of mental disorders were established using Version 3.0 of Composite International Diagnostic Interview (CIDI 3.0). Differences between 3 groups i.e. those diagnosed with lifetime/12-month Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition (DSM-IV) OCD with hoarding, those diagnosed with lifetime/12-month DSM-IV OCD without hoarding and those with lifetime hoarding behaviour without diagnosis of DSM-IV OCD were determined. Results: The weighted prevalence of lifetime hoarding behaviour was 2% and that of hoarding among those with OCD was 22.6%. Those who met the criteria for hoarding behaviour alone were associated with lower odds of having obsessions of contamination, harming, ordering as well as compulsions of ordering and other compulsions than those who met criteria for both OCD and hoarding. Conclusion: Hoarders without OCD were less impaired, in terms of comorbid psychopathology, than those with OCD with and without hoarding, and had a higher quality of life versus those with both OCD and hoarding, though still lower than that of the general population. Keywords: Obsessive-compulsive disorder, Singapore, Survey

Population norms for the EQ-5D index scores using Singapore preference weights

PURPOSE

To provide norms for the EQ-5D index scores based on Singapore preference weights according to age, sex, ethnicity, and language version and compare the EQ-5D index scores for respondents with and without psychiatric disorders and chronic medical conditions.

METHODS

The Singapore Mental Health Study was a cross-sectional epidemiological survey of a nationally representative sample of the resident (citizens and permanent residents) population in Singapore. The diagnoses of psychiatric disorders were established using the World Mental Health Composite International Diagnostic Interview version 3.0 (CIDI 3.0). Index scores were derived using the Singapore preference weights.

RESULTS

In general, the mean EQ-5D index score using Singapore preference weights decreased with increased age. The EQ-5D Malay version reported lower mean EQ-5D index than the English version. In multivariate analysis, the mean EQ-5D index for respondents with MDD, dysthymia, bipolar disorder, GAD, OCD, diabetes, hypertension, arthritis or rheumatism, neurological condition, stroke or major paralysis, heart attack, back problems, stomach ulcer, kidney failure, migraine headaches, and chronic lung disease was significantly lower than those without these conditions.

CONCLUSIONS

These findings support the use of the Singapore preference weights for EQ-5D valuations when measuring health-related quality of life and comparing the health burden of psychiatric and chronic physical conditions among adults in Singapore.

Suicidal Ideation, Suicidal Plan and Suicidal Attempts Among Those with Major Depressive Disorder

Introduction: The aims of the study were to identify the prevalence and sociodemographic and clinical correlates of suicidal behaviours using data from a cross-sectional survey among those with major depressive disorder (MDD) in Singapore. Materials and Methods: The Singapore Mental Health Study (SMHS) was a cross-sectional epidemiological study that surveyed Singapore residents (Singapore citizens and permanent residents) aged 18 years and above. The assessment of mental disorders was established using version 3.0 of the Composite International Diagnostic Interview (CIDI 3.0). For the purposes of this study, suicidal behaviour was assessed by questions which were asked to respondents who answered positively to the screening questions in the CIDI 3.0 “Depression” module. Results: The prevalence of suicidal ideation, plan and attempt among those with lifetime MDD was 43.6%, 13.7% and 12.3%, respectively. We found that suicidal ideation, plan and attempt were significantly associated with ethnicity, education and income. The rate of those who had sought some professional help was higher among those with suicidal plan (71.7%) and attempt (72.3%) as compared to those with suicidal ideation (48.7%) and those with MDD but no suicidal behaviour (29%). Conclusion: Individuals with MDD and suicidal behaviour do differ from their non-suicidal counterparts as they have a different sociodemographic and clinical profile. There is a need for more research and a better understanding of this population which in turn could lead to the development and implementation of relevant interventions. Key words: Composite International Diagnostic Interview, Depression, Prevalence, Singapore Mental Health Study, Suicidal behaviour

Multiple chronic medical conditions: prevalence and risk factors--results from the Singapore Mental Health Study

OBJECTIVE

The objective was to establish the prevalence and risk factors for multiple chronic medical conditions (MCMC) in the Singapore population.

METHODS

Data for the study were extracted from the Singapore Mental Health Study, a population-based, cross-sectional, epidemiological study of Singapore residents aged 18 years and above. Face-to-face interviews were completed with 6616 respondents from December 2009 to December 2010, and the survey response rate was 75.9%. The assessment of psychiatric conditions was established using version 3.0 of the WHO World Mental Health Composite International Diagnostic Interview (WMH-CIDI). A modified version of the CIDI checklist of chronic medical conditions was used to capture data on 15 chronic medical conditions which were reclassified into eight types of physical conditions.

RESULTS

A total of 25.4% of the population reported having one chronic condition, and 16.3% had MCMC. Those who were older (aged 35 years and above vs. those aged 18-34 years), economically inactive, unemployed, overweight and obese had higher odds of having MCMC. Adjusting for covariates in multinomial regression analyses, mood and alcohol use disorder (AUD) were significantly associated with higher risk of MCMC.

CONCLUSIONS

The study identified two important yet potentially modifiable risk factors for MCMC--psychiatric conditions and obesity--in the general population. Screening for mood and alcohol use disorder, as well as lifestyle interventions targeted at obesity, must be a part of disease management for MCMC.

Single Mothers Have a Higher Risk of Mood Disorders

Introduction: Previous research has shown single mothers to be at greater risk for both physical and mental health disorders as compared to married mothers. Psychiatric disorders, in particular depression, have been shown to be more prevalent in single mothers than married mothers. This study was aimed at comparing the prevalence of depression, other mood, and anxiety disorders in single and married mothers in a multiethnic Asian society. Materials and Methods: The Singapore Mental Health Study (SMHS) was a cross-sectional survey of the representative population of Singapore. The survey targeted Singapore residents aged 18 years and above. Trained interviewers established the diagnoses of mental disorders using the Composite International Diagnostic Interview version 3.0 (CIDI 3.0). Physical illnesses, social support and sociodemographic correlates were established using structured interviews. For the purpose of this study, single mothers were defined as unmarried, divorced/separated/widowed mothers who had children aged 21 years and below. Results: Face-to-face interviews were completed with 6616 respondents from December 2009 to December 2010. After controlling for sociodemographic correlates in multiple logistic regression model, single mothers had significantly higher odds of having mood disorders (OR = 5.28) as compared to married mothers. Conclusion: Our study found that single mothers in Singapore across ethnicities, experienced a higher risk for mood disorders as elsewhere in the world. Single motherhood was also associated with lower age and education. Our study identifies young, single mothers as a vulnerable group associated with mental illnesses that must be targeted with specific interventions to improve mental health and well-being. Key words: Anxiety disorder, Major depressive disorder, Single mother, Social support

Latent structure of psychosis in the general population: results from the Singapore mental health study

BACKGROUND

Few studies have examined the latent construct of psychotic symptoms or distinguished between the latent construct and its manifest indicators. The current study aimed to investigate the latent structure of psychotic symptoms using factor mixture modeling (FMM) and to use the best-fitting model to examine its sociodemographic and clinical correlates.

METHOD

The Singapore Mental Health Study (SMHS) was based on an adult representative sample of the Singapore population. Psychotic symptoms were assessed by using the Psychosis Screen section of the Composite International Diagnostic Interview version 3.0 (CIDI 3.0). FMM analyses were applied to determine the latent construct of psychotic symptoms. Sociodemographic and clinical correlates of the latent structure of psychosis symptoms were examined using multiple linear and logistic regression analyses.

RESULTS

The overall weighted lifetime prevalence of any psychotic experience was 3.8% in the SMHS after excluding subthreshold experiences. The FMM analysis clearly supported the dimensional model of the latent structure of psychotic symptoms. On deriving the total score for 'psychosis symptoms' in accordance with the one latent trait model, and correlating it with sociodemographic factors, we found that female gender, vocational education, current and past smokers were positively associated with the 'psychosis' total score.

CONCLUSIONS

There is a need for an increased understanding of, and research into, this intermediate state of 'psychosis symptoms' that do not meet diagnostic criteria for psychosis. It is also important to learn more about the group of individuals in the community who may have preserved functioning to elucidate the protective factors that prevent transition to psychosis.

Peptic ulcer disease and mental illnesses

OBJECTIVE

We evaluated the association between self-reported doctor-diagnosed peptic ulcer disease (PUD) and mental disorders in a representative cross-sectional study conducted in 2010 in Singapore.

METHOD

The sample comprised 6616 community-dwelling individuals. Participants were asked about a previous history of doctor-diagnosed PUD. Assessment of mental disorders was performed using the World Mental Health Composite International Diagnostic Interview version 3.0. Quality of life was assessed using the EuroQoL 5D.

RESULTS

The weighted prevalence of PUD was 1.58% (95% CI=1.13-2.02). In adjusted analyses, PUD was more common among people with anxiety disorders [obsessive compulsive disorders (OR 4.22, 95% CI 1.59-11.21), Generalized Anxiety Disorders (OR 9.25, 95% CI 2.43-35.17), any anxiety disorders (OR 4.41, 95% CI 1.82-10.61)] and with any mood disorders (OR 2.66, 95% CI 1.08-6.53). PUD was associated with alcohol abuse and alcohol dependence, but not with smoking or nicotine dependence. Adjustment for nicotine and alcohol use attenuated the association of mood disorders with PUD, but not that of anxiety disorders. PUD was associated with reduced quality of life as measured on EuroQoL 5D, with further reduction in those with concomitant mental disorders.

CONCLUSION

PUD was associated with anxiety disorders, and this association is not attenuated with adjustment for nicotine dependence or alcohol use disorder.

Lifetime and twelve-month prevalence of heavy-drinking in Singapore: results from a representative cross-sectional study

Background

The study aimed to establish the prevalence of heavy drinking, evaluate correlations between heavy drinking and socio-demographic factors, physical and psychiatric conditions, and assess the impact of heavy drinking on quality of life and days of work-loss.

Methods

Data from a nationally-representative cross-sectional sample were used. The sample comprised 6616 community-dwelling Singaporeans & Singapore Permanent Residents. The main instruments used were the World Mental Health Composite International Diagnostic Interview and EuroQol 5D. Heavy drinking was defined as consumption of 4 or more drinks, or 5 or more drinks in a day in women and men respectively.

Results

12.6% of all adult Singapore residents reported heavy drinking in the last 12 months, and 15.9% reported lifetime heavy-drinking. Strong gender, ethnic, age and income differences were seen. Heavy drinking was positively associated with major depression, the presence of any mood disorder, and with chronic pain. It was also strongly associated with alcohol dependence, alcohol abuse, and nicotine dependence. Heavy-drinkers reported lower quality of life compared to non-heavy drinkers, measured using the EuroQol 5D Visual Analogue Scale.

Conclusions

Singapore has a relatively high prevalence of 12-month heavy drinking of 12.6%, and lifetime heavy drinking of 15.9%. Heavy drinking was positively associated with both physical and mental health conditions, and with declines in quality of life. Continued monitoring of heavy drinking behavior and sustained efforts to mitigate the risks associated with heavy drinking is needed.

Prevalence of and factors related to the use of antidepressants and benzodiazepines: results from the Singapore Mental Health Study

BACKGROUND

Prescription and use of antidepressants and benzodiazepines are common in the general population. Prescription of psychotropic drugs is a complex process: patient, physician and healthcare characteristics mediate, interact and influence it. The current study aimed to establish the prevalence and factors associated with the use of antidepressants (ADs) and benzodiazepines (BZDs) in Singapore.

METHODS

The Singapore Mental Health Study (SMHS) was a nationally representative survey of Singapore Residents aged 18 years and above. Face-to-face interviews were conducted from December 2009 to December 2010. The diagnoses of mental disorders were established using the Composite International Diagnostic Interview version 3.0 (CIDI-3.0). The pharmacoepidemiology section was used to collect information on medication use.

RESULTS

The overall prevalence estimates for ADs and BZDs use during the 12 months prior to the interview were 1.1% and 1.2% respectively. In all, 2.0% had used ADs and/or BZDs. 'Help seeking for emotional or mental health problems' was the most important predictor for the use of ADs and BZDs-help seekers were much more likely to use ADs (adjusted OR: 31.62, 95% CI: 13.36-74.83) and more likely to use BZDs than non--help seekers in the previous 12 months (adjusted OR: 34.38, 95% CI: 12.97-91.16). Only 27.6% of those with 12-month major depressive disorder (MDD) had sought formal medical help for their problems and ADs were being used by just over a quarter of this 'help-seeking group' (26.3%).

CONCLUSIONS

We found that the use of ADs and BZDs in our population was relatively low, and 'help-seeking' was the most important predictor of the use of ADs and BZDs. In concordance with research from other Western countries, use of ADs was low among those with 12-month MDD.

The role of sociodemographic factors in the risk of transition from alcohol use to disorders and remission in singapore

AIMS

The aim of the study was to define predictors of transition from alcohol use to disorders, and their remission, among adults residing in Singapore.

METHODS

The Singapore Mental Health Study was a cross-sectional survey conducted from December 2009 to December 2010. Information on alcohol use, regular use, DSM-IV criteria for abuse and dependence, and remission among 6616 respondents was obtained with the Composite International Diagnostic Interview.

RESULTS

The prevalence of lifetime alcohol use (drinking at least once in the lifetime) and regular use (ever drinking at least 12 drinks in a 12-month period) was 66.6 and 32%, respectively. Of the regular drinkers, 10.1% progressed into alcohol abuse; 6.9% of abusers turned to alcohol dependence and 16.6 and 7.1% of those with history of alcohol abuse and/or dependence subsequently reported remission defined as cessation of alcohol use and the absence of any symptoms for at least 2 years before interview. Transitions to regular use and to dependence were associated with younger age, Indian ethnicity and an early age of onset of drinking, and women had a higher risk than men of transition from abuse to dependence. Remissions were associated with older age, Malay ethnicity and late age of onset.

CONCLUSION

The rates of alcohol use and transition to disorders were lower than in other developing countries that have been studied. Sociodemographic predictors include younger age of onset of drinking, something that intervention programs and preventive strategies in Singapore should note.