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Subramaniam M, Koh YS, Sambasivam R, Samari E, Abdin E, Jeyagurunathan A, Tan BCW, Zhang Y, Ma S, Chow WL, Chong SA. Problematic smartphone use and mental health outcomes among Singapore residents: The health and lifestyle survey. Asian J Psychiatr 2024; 98:104124. [PMID: 38936322 DOI: 10.1016/j.ajp.2024.104124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/29/2024] [Revised: 05/21/2024] [Accepted: 05/30/2024] [Indexed: 06/29/2024]
Abstract
BACKGROUND The excessive use of smartphones and its association with adverse outcomes has been widely reported, with several studies showing an association between smartphone overuse, depression, anxiety, and sleep-related problems. METHODS The study used data from the Health and Lifestyle Survey, a nationwide population survey. It examined the prevalence of Problematic Smartphone Use (PSU) and its association with mental health outcomes among Singapore residents aged 15-65 years. PARTICIPANTS Participants were assessed for PSU using the Smartphone Addiction Scale-Short Version, psychological distress with the Patient Health Questionnaire-9, and Generalised Anxiety Disorder -7 questionnaire, sleep problems using the Insomnia Severity Index, and positive mental health with Rapid Positive Mental Health Instrument. RESULTS In all, 6509 participants completed the survey, giving a survey response rate of 73.2 %. The prevalence of PSU was 30.2 % in the population. Individuals with PSU were more likely to have symptoms of moderate or severe depression (OR: 3.2, 95 % CI: 2.4-4.4), anxiety (OR: 3.4, 95 % CI: 2.4-4.8), insomnia (OR: 3.4, 95 % CI: 2.8-4.2), and poorer positive mental health (β: -0.3, 95 % CI: -0.4 to -0.2). CONCLUSIONS The study is the first to examine PSU in a national sample of Singaporeans across a wide age range. It provides valuable insights into mental health comorbidities among those with PSU, which is useful for practitioners.
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Liu J, Tan BCW, Abdin E, Padmini YS, Oh JY, Chong SA, Subramaniam M. Health care utilization, productivity losses, and burden of adverse childhood experiences in Singapore: Findings from a national survey. PSYCHOLOGICAL TRAUMA : THEORY, RESEARCH, PRACTICE AND POLICY 2024:2024-96314-001. [PMID: 38900512 DOI: 10.1037/tra0001691] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/21/2024]
Abstract
OBJECTIVE There is poor understanding on health care utilization, productivity losses, and burden of adverse childhood experiences (ACEs) in multiethnic Asian populations. Part of this research gap stems from the limited epidemiological data on neglect, emotional abuse, bullying, and dysfunctional home environments. This study estimated health care utilization, productivity losses, and burden of ACEs (at least one exposure and multiple exposures) in Singapore. METHOD A total of 4,441 adult residents were recruited via door-to-door surveys in a nationally representative study in Singapore. All participants were assessed for ACEs, health care utilization, productivity losses, chronic physical disorders, and mental disorders on structured interviews. Approximation formulas were applied to calculate the estimated cost of ACEs in Singapore. RESULTS ACEs were prevalent (63.9%) in the Singapore population. Individuals exposed to ≥ 3 ACEs (13.1%) utilized more direct medical care (e.g., primary care doctor and accident and emergency visits) and experienced greater productivity losses than those without ACEs (36.1%). The adjusted excess costs associated with ACEs per person were estimated to be S$767.40 (at least one ACE; 63.9%) and S$2167.84 (≥ 3 ACEs; 13.1%). The adjusted incremental costs of ACEs in the Singapore population were estimated to be S$1.18 billion (at least one ACE) and S$680 million (≥ 3 ACEs) per year. CONCLUSIONS The health and economic burden of ACEs is substantial in Singapore. Our results highlight the importance of investing in novel, population-based ACEs interventions, and the potential return on investment through preventive care and alleviation of the health care burden. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
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Devi F, Tan BCW, Shafie S, Zhang YJ, Shahwan S, Satghare P, Chong SA, Subramaniam M. Exploring the Singapore general population's trust in COVID-19 information from different sources and its association with perceived risk of infection during the pandemic. Front Public Health 2024; 12:1323543. [PMID: 38932777 PMCID: PMC11204297 DOI: 10.3389/fpubh.2024.1323543] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Accepted: 05/22/2024] [Indexed: 06/28/2024] Open
Abstract
Background The degree of public trust in the government's competence is crucial in preventing the spread of misinformation and reducing psychological distress during a pandemic. The study aimed to (i) explore the trust in COVID-19 information from different sources and trust in the ability of the World Health Organization (WHO), government departments and related institutions in handling the epidemic in Singapore and (ii) its association with perceived risk of infection among Singapore residents. Methods A total of 1,129 participants (aged 21 and above) were recruited from a cross-sectional study examining the well-being and resilience of Singapore's population between May 2020 to June 2021. Trust in COVID-19 information from different sources was measured on a 10-point scale and an ordinal 7-point scale was used for perceived risk of infection. Descriptive statistics and multivariate logistic regression model were conducted. Results 85.5% reported high trust in COVID-19 information from the government and their ability in handling the pandemic. Participants also reported high trust in COVID-19 information from local public health or infectious disease experts (84.4%) and traditional media (77.2%). Low trust in the ability of government departments and related institutions was associated with higher future (1 month) perceived risk of infection (OR: 5.7, 95% CI 1.02-32.45) and low trust in social media was associated with higher current perceived risk of infection (OR: 2.4, 95% CI 1.09-5.24). Discussion The present study provided insight on the level of trust on COVID-19 information from different sources and its associated perceived risks of infection. Future qualitative studies are recommended to facilitate better understanding of public trust and identify strategies for how it can be effectively addressed to support future public health responses.
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Subramaniam M, Koh YS, Sambasivam R, Abdin E, Asharani PV, Vaingankar JA, Chua BY, Chua HC, Lee C, Chow WL, Ma S, Chong SA. Prevalence of consumption of illicit drugs and associated factors from a nationwide epidemiological survey: The Singapore Health and Lifestyle Survey. ANNALS OF THE ACADEMY OF MEDICINE, SINGAPORE 2024; 53:222-232. [PMID: 38920179 DOI: 10.47102/annals-acadmedsg.2023347] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/27/2024]
Abstract
Introduction The primary aims of the current nationwide study were to establish the lifetime and 12-month prevalence of consumption of illicit drugs and its correlates in the general population of Singapore. Method A representative sample of 6509 Singapore residents (Singapore citizens and permanent residents) aged between 15 and 65 years were randomly selected for participation. Questionnaires were administered to assess the consumption of illicit drugs and collect information on correlates. All analyses were weighted to produce prevalence estimates for the consumption of drugs and other measured outcomes. Rao-Scott chi-square test and logistic regression analyses were performed to determine the association of sociodemographic and clinical characteristics with lifetime consumption of illicit drugs. Results The study was completed with a response rate of 73.2%. The lifetime prevalence of consuming illegal drugs was 2.3% (95% confidence interval [CI] 1.9-2.8) (n=180). Compared to individuals aged 15-34, those aged 50-65 (odds ratio [OR] 0.3, 95% CI 0.2-0.7) had lower odds of lifetime drug consumption. Current smokers (OR 4.7, 95% CI 2.7-8.3) and ex-smokers (OR 5.9, 95% CI 3.2-11.1) had significantly higher odds of lifetime drug consumption than non-smokers. Individuals with hazardous alcohol use (OR 3.3, 95% CI 1.7-6.5) had higher odds of lifetime drug consumption than those without hazardous alcohol use. Conclusion This is the first nationwide study to examine the prevalence of illicit drug consumption in the general population of Singapore. The results highlight the need to increase awareness of drug consumption in Singapore, especially among parents, teachers, healthcare workers and others who work with young people.
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Zhang Y, Abdin E, Sambasivam R, Shafie S, Roystonn K, Vaingankar JA, Chong SA, Subramaniam M. Changes in body mass index and its association with socio-demographic characteristics between 2010 and 2016 in Singapore. Front Public Health 2024; 12:1374806. [PMID: 38601489 PMCID: PMC11004428 DOI: 10.3389/fpubh.2024.1374806] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Accepted: 03/15/2024] [Indexed: 04/12/2024] Open
Abstract
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.
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Tan RHS, Koh YS, Vaingankar JA, Abdin E, Sambasivam R, Chong SA, Subramaniam M. Treatment delays for mental disorders in Singapore: results from the Singapore Mental Health Study 2016. Soc Psychiatry Psychiatr Epidemiol 2024; 59:375-383. [PMID: 36786835 DOI: 10.1007/s00127-023-02440-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Accepted: 02/02/2023] [Indexed: 02/15/2023]
Abstract
PURPOSE Although the trajectory of mental disorders can be improved with timely treatment, many people defer treatment-seeking. This study aimed to examine the prevalence and correlates of treatment delays for mental disorders in Singapore, as well as perceived effectiveness of treatment received. METHODS A total of 6126 respondents, aged 18 and above, participated in the Singapore Mental Health Study 2016-a cross-sectional, nationwide study conducted in Singapore from 2016 to 2018. Lifetime treatment contact for mood, anxiety, and alcohol use disorders (AUD) was assessed using the World Mental Health-Composite International Diagnostic Interview (Version 3.0). Multivariable logistic regression was conducted to examine correlates of delayed treatment. RESULTS A total of 137 participants had made lifetime treatment contact for a mental disorder. The proportion of respondents who received delayed treatment (i.e., at least one year after onset of disorder) was 60.8% for any disorder, 59.5% for mood disorders, 56.3% for anxiety disorders, and 92.7% for AUD. The median delay was 5 years for mood disorders, one year for anxiety disorders, and 4 years for AUD. Treatment delay was significantly associated with older age, higher educational qualification, lifetime AUD, and earlier age of onset of disorder. 58.4% of respondents with lifetime treatment contact had received treatment that they considered effective. CONCLUSION The high prevalence and long durations of treatment delay underscore the need to encourage help-seeking for mental disorders, especially since treatment is generally perceived to be helpful. Our findings also highlight several population groups more susceptible to receiving delayed treatment.
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Seet V, Koh YS, Vaingankar JA, Shahwan S, Chang S, Verma S, Chow WL, Chong SA, Subramaniam M. Depression and Suicidality: The Roles of Social Support and Positive Mental Health. Arch Suicide Res 2024; 28:159-172. [PMID: 36457302 DOI: 10.1080/13811118.2022.2151955] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]
Abstract
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.
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Roystonn K, AshaRani PV, Devi F, Wang P, Zhang Y, Jeyagurunathan A, Abdin E, Car LT, Chong SA, Subramaniam M. Exploring views and experiences of the general public's adoption of digital technologies for healthy lifestyle in Singapore: a qualitative study. Front Public Health 2023; 11:1227146. [PMID: 37794896 PMCID: PMC10545896 DOI: 10.3389/fpubh.2023.1227146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Accepted: 09/04/2023] [Indexed: 10/06/2023] Open
Abstract
Objective Little is known about the general adult population's adoption of digital technology to support healthy lifestyle, especially when they are expected to take greater personal responsibility for managing their health and well-being today. The current qualitative study intended to gain an in-depth understanding of determinants of digital technology adoption for healthy lifestyle among community-dwelling adults in Singapore. Design A qualitative study design, with thematic framework analysis was applied to develop themes from the data. Setting Semi-structured individual interviews were conducted with participants either face-to-face or online through a videoconferencing platform. Participants 14 women and 16 men from the general population who were between the ages of 22 and 71 years. Results Three major themes were developed: (1) digitally disempowered (2) safety and perceived risks and harm; (3) cultural values and drives. Adoption of technology among the general population is needs-driven, and contingent on individual, technological and other cross-cultural contextual factors. Conclusion Our findings highlight there is no one solution which fits all individuals, emphasizing the challenges of catering to diverse groups to reduce barriers to adoption of digital technologies for healthy lifestyle. Digital guidance and training, as well as social influences, can motivate technological adoption in the population. However, technical problems as well as data security and privacy concerns should first be adequately addressed. This study provides rich cross-cultural insights and informs policy-making due to its alignment with government public health initiatives to promote healthy lifestyle.
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Subramaniam M, Abdin E, Shafie S, Shahwan S, Zhang Y, Satghare P, Devi F, Lun P, Ni MY, Chong SA. Sociodemographic and psychosocial factors associated with vaccine hesitancy - results from a longitudinal study in Singapore. Hum Vaccin Immunother 2023:2235964. [PMID: 37489273 PMCID: PMC10392729 DOI: 10.1080/21645515.2023.2235964] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/26/2023] Open
Abstract
Singapore has one of the highest COVID-19 vaccination rates, however identifying vaccine-hesitant sub-groups and their concerns is vital given the need for future boosters in vulnerable populations. Furthermore, vaccine hesitancy remains a concern in the event of an emergence of a newer strain that necessitates the rolling out of a new vaccination programme. The aims of this study were to establish the extent of COVID-19 vaccine hesitancy and the factors influencing it among adults in Singapore using the Vaccine Hesitancy Scale (VHS). The study used a longitudinal methodology and participants were recruited in two waves from May 2020 to Sep 2022. In all 858 participants agreed to participate in both waves of the study. The two-factor structure of the VHS scale as established in earlier studies was tested using confirmatory factor analysis. The results revealed a two-factor structure of VHS comprising "lack of confidence" and "risks". Those who had higher stress, resilience, and concerns that they might be infected with COVID-19 at wave 1 were significantly associated with lower 'lack of confidence' scores i.e. lower vaccine hesitancy. In comparison, those with higher concerns about inadequate government preventive measures and unemployment at wave 1 were significantly associated with higher 'lack of confidence' scores. Those with higher concerns about inadequate government preventive measures in wave 1 were significantly associated with higher 'risks' scores i.e. higher vaccine hesitancy. The findings point toward the need for a nuanced messaging that considers the fears expressed by the populace and addresses them directly using clear simple language.
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Subramaniam M, Abdin E, Shafie S, Wang P, Shahwan S, Satghare P, Chua BY, Ni MY, Lun P, Teh WL, Vaingankar JA, Chong SA. Risk and protective factors of mental health during the COVID-19 pandemic: A cross-sectional study in Singapore. ANNALS OF THE ACADEMY OF MEDICINE, SINGAPORE 2023; 52:249-258. [PMID: 38904522 DOI: 10.47102/annals-acadmedsg.202341] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/22/2024]
Abstract
Introduction The main aims of the study were to: establish the average levels of psychological distress, suicidality and positive mental health (PMH); and examine their associated risk and protective factors in the population of Singapore during the early phase of the COVID-19 pandemic. Method Participants from a national psychiatric epidemiological study conducted in the general population of Singapore from 2016 to 2018, who had agreed to be re-contacted, were invited to participate in the study that was conducted from May 2020 to June 2021. Questionnaires assessing psychological distress, causes of stress, resilience and PMH were administered. Results A total of 1,129 respondents completed the study. The mean age was 47.7 (standard deviation = 16.5) years. The prevalence of stress, depression and anxiety was 7.1%, 8.0% and 8.4%, respectively. The final pathways model showed that high concerns related to possible COVID-19 infection of family members or friends were significantly associated with higher stress (β = 0.242, P<0.001), depression (β = 0.152, P=0.001) and anxiety (β = 0.280, P<0.001). High resilience was significantly associated with lower stress (β = -0.482, P<0.001), depression (β = -0.394, P<0.001) and anxiety (β = -0.516, P<0.001), and with high PMH (β = 0.498, P<0.001). Conclusion The findings highlight the negative impact of fear of COVID-19 infection, social distancing and isolation on the mental health of the population. Resilience and PMH were associated with lower psychological stress, and interventions to improve these characteristics can enhance mental health and well-being.
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Koh YS, Shahwan S, Jeyagurunathan A, Abdin E, Vaingankar JA, Chow WL, Chong SA, Subramaniam M. Prevalence and correlates of suicide planning and attempt among individuals with suicidal ideation: Results from a nationwide cross-sectional survey. J Affect Disord 2023; 328:87-94. [PMID: 36791970 DOI: 10.1016/j.jad.2023.02.033] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/28/2022] [Revised: 02/08/2023] [Accepted: 02/09/2023] [Indexed: 02/16/2023]
Abstract
BACKGROUND Suicidality spans from having suicidal ideation to planning and making an attempt. However, not all individuals with suicidal thoughts will proceed to plan or attempt suicide. Our study investigated (i) the prevalence of suicide planning and attempt among those with suicidal ideation and (ii) their associations with sociodemographic characteristics, mental disorders, adverse childhood events and prior suicidal behaviour. METHOD This cross-sectional analysis utilised data from Singapore Mental Health Study 2016. Only respondents with suicidal ideation were included. A total of 411 and 365 individuals were examined to establish the prevalence of suicide planning and attempt respectively. Multivariable logistic regressions were performed to determine associations. RESULTS The prevalence of suicide planning and attempt were 17.7 % and 10.6 % respectively, with >80.0 % occurring within a year of suicidal ideation. Suicide planning was more likely among those who had mood disorders. Suicide attempt was more likely for those were currently married, had lower educational qualifications, history of anxiety disorders, history of emotional neglect and parental separation. LIMITATIONS Recall bias may be present because the age of onset for various mental disorders and suicidal behaviours were self-reported. As suicide was criminalised when the study was conducted, the prevalence of suicidal behaviours may have been underestimated. CONCLUSION Individuals at risk of suicide planning and attempt should be identified early since most of them progressed within a year. Findings suggest the importance of including prior suicide behaviour and history of dysfunctional family and emotional abuse in suicide risk assessment and intervention.
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Subramaniam M, Koh YS, Vaingankar JA, Abdin E, Shafie S, Chang S, Kwok KW, Chow WL, Chong SA. Food insufficiency, adverse childhood experiences and mental health: results of the Singapore Mental Health Study 2016. Public Health Nutr 2023; 26:1044-1051. [PMID: 36451283 PMCID: PMC10346029 DOI: 10.1017/s1368980022002567] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2021] [Revised: 10/17/2022] [Accepted: 11/15/2022] [Indexed: 12/03/2022]
Abstract
OBJECTIVE This study aimed to investigate the prevalence and correlates of food insufficiency and its association with mental disorders and adverse childhood experiences (ACE) in Singapore. DESIGN This analysis utilised data from the Singapore Mental Health Study (SMHS 2016). SETTING SMHS 2016 was a population-based, psychiatric epidemiological study conducted among Singapore residents. PARTICIPANTS Interviews were conducted with 6126 respondents. Respondents were included if they were aged 18 years and above, Singapore citizens or permanent residents and able to speak in English, Chinese or Malay. RESULTS The prevalence of food insufficiency was 2·0 % (95 % CI (1·6, 2·5)) among adult Singapore residents. Relative to respondents who did not endorse any ACE, those with ACE (OR: 2·9, 95 % CI (1·2, 6·6)) had higher odds of food insufficiency. In addition, there were significant associations between lifetime mental disorders and food insufficiency. Bipolar disorder (OR: 2·7, 95 % CI (1·2, 6·0)), generalised anxiety disorder (OR: 4·5, 95 % CI (1·5, 13·5)) and suicidal behaviour (OR: 2·37, 95 % CI (1·04, 5·41)) were shown to be significantly associated with higher odds of food insufficiency. CONCLUSIONS The prevalence of food insufficiency is low in Singapore. However, this study identifies a vulnerable group of food-insufficient adults that is significantly associated with mental disorders, including suicidality. Government-funded food assistance programmes and multi-agency efforts to deal with the social determinants of food insufficiency, such as income sufficiency and early detection and intervention of mental distress, are key to ensuring a sustainable and equitable food system.
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Koh YS, Asharani PV, Devi F, Roystonn K, Wang P, Abdin E, Sum CF, Lee ES, Chong SA, Subramaniam M. Benefits of leisure-related physical activity and association between sedentary time and risk for hypertension and type 2 diabetes. ANNALS OF THE ACADEMY OF MEDICINE, SINGAPORE 2023; 52:172-181. [PMID: 38904530 DOI: 10.47102/annals-acadmedsg.2022399] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/22/2024]
Abstract
Introduction Lifestyle modifications can reduce the risk of type 2 diabetes mellitus (T2DM) and hypertension. Our study investigated whether domain-specific physical activity (such as work, transport and leisure) and sedentary behaviour were associated with T2DM and hypertension, and whether these associations were moderated by sex and age. Method For this cross-sectional study, data were obtained from a population survey in Singapore (n=2,867) conducted from February 2019 to March 2020. T2DM and hypertension were self-reported. Global physical activity questionnaire was used to assess domain-specific physical activity (in metabolic equivalent of task [MET]-minutes) and sedentary time (in hours). Logistic regression models were generated to examine the abovementioned associations, and adjusted for age, sex, education, ethnicity, personal income, body mass index, diet and hypertension/diabetes. Interaction terms were included individually to investigate whether age and sex moderated the associations. Results Individuals with >826 MET-minutes of leisure-related physical activity per week had lower odds of having T2DM (odds ratio [OR] 0.46, 95% confidence interval [CI] 0.24-0.86) and hypertension (OR 0.59, 95% CI 0.37-0.94) than those with no leisure-related physical activity. Individuals with >8 hours of sedentary time daily had higher odds of having hypertension (OR 1.69, 95% CI 1.06-2.69) than those with 0-5 hours of sedentary time. Logistic regression models including interaction terms showed that the association between leisure-related physical activity and hypertension was significant for those aged 18-34 (OR 0.15, 95% CI 0.03-0.66) and 50-64 years (OR 0.44, 95% CI 0.21-0.91). The association between sedentary time and hypertension was significant for those aged 18-34 years (OR 15.07, 95% CI 1.69-133.92). Conclusion Our results support the widespread promotion of an active lifestyle to lower the prevalence of diabetes and hypertension in Singapore.
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Abdin E, Chong SA, Ragu V, Vaingankar JA, Shafie S, Verma S, Ganesan G, Tan KB, Heng D, Subramaniam M. The economic burden of mental disorders among adults in Singapore: evidence from the 2016 Singapore Mental Health Study. J Ment Health 2023; 32:190-197. [PMID: 34338569 DOI: 10.1080/09638237.2021.1952958] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
BACKGROUND Little is known about the economic burden of mental disorders in multiethnic Asian populations. AIMS The study aimed to estimate the economic cost of mental disorders in Singapore using data from the second Singapore Mental Health Study (SMHS 2016). METHOD The SMHS 2016 is a nationally representative survey of the Singapore Resident population aged 18 years and above. Data on mental disorders and healthcare resource utilization were obtained from the World Mental Health Composite International Diagnostic Interview and the adapted version of the Client Service Receipt Inventory. RESULTS The costs of visits to a restructured hospital doctor, other private health workers, accident and emergency, and intermediate and long-term care services and productivity losses tend to be much higher in those with mental disorders than those without mental disorders. The average annual excess cost associated with mental disorders per person was estimated to be S$3938.9 (95% CI, S$-100.8-S$7978.7). Extrapolation of these excess costs to the population suggests that the incremental costs of mental disorders in Singapore is about S$1.7 billion per year. CONCLUSION This study provides evidence of the substantial burden of mental disorders on Singaporean society - both in terms of direct medical costs and loss of productivity costs.
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Subramaniam M, Abdin E, Kong AMC, Vaingankar JA, Jeyagurunathan A, Shafie S, Sambasivam R, Fung DSS, Verma S, Chong SA. Differences in the Prevalence and Profile of DSM-IV and DSM-5 Alcohol Use Disorders-Results from the Singapore Mental Health Study 2016. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 20:285. [PMID: 36612604 PMCID: PMC9819399 DOI: 10.3390/ijerph20010285] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Revised: 12/16/2022] [Accepted: 12/20/2022] [Indexed: 06/17/2023]
Abstract
INTRODUCTION The Diagnostic and Statistical Manual of Mental Disorders, 5th edition (DSM-5) criteria for alcohol use disorders (AUD) was a significant shift from the historical DSM-IV Text Revised version. Following this shift in diagnostic criteria, a difference in the prevalence of AUD was expected. The current study aimed to evaluate the consequences of the modification of the diagnostic criteria from DSM-IV to DSM-5 AUD using lifetime diagnosis in Singapore's multi-ethnic population using data from a nationwide epidemiological study. METHODS Respondents were assessed for lifetime mental disorders using the Composite International Diagnostic Interview (CIDI) administered through face-to-face interviews. Lifetime DSM-IV AUD diagnoses were compared with DSM-5 AUD diagnoses generated by modifying the criteria and the addition of the craving criterion. Sociodemographic correlates of lifetime DSM-IV/DSM-5 AUD were examined using multiple logistic regression analysis. Associations between DSM-IV/DSM-5 AUD, chronic conditions, and the HRQOL summary scores were examined using logistic and linear regression after controlling for significant sociodemographic factors. RESULTS The lifetime prevalence of DSM-IV AUD was 4.6% (0.5% for dependence and 4.1% for abuse) in the adult population, while the lifetime prevalence of DSM-5 AUD was 2.2%. Younger age, male gender, and lower education were associated with higher odds of both DSM-IV and DSM-5 AUD. However, those who were economically inactive (versus employed) (AOR, 0.4; 95% CI 0.2-0.9) and had a higher monthly household income (SGD 4000-5999 versus below SGD 2000) had lower odds of DSM-IV AUD (AOR, 0.4; 95% CI 0.2-0.7), but this was not observed among those with DSM-5 AUD. Both DSM-IV and DSM-5 AUD were associated with significant comorbidities in terms of other mental disorders; however, those diagnosed with lifetime GAD had significantly higher odds of having DSM-5 AUD (AOR, 5; 95% CI 1.9-13.2) but not DSM-IV AUD. CONCLUSIONS While using the DSM-5 criteria would result in a lower prevalence of AUD in Singapore, it remains a highly comorbid condition associated with a poor health-related quality of life that is largely untreated, which makes it a significant public health concern.
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Shahwan S, Zhang Y, Sambasivam R, Ong SH, Chong SA, Subramaniam M. A qualitative study of motivations for non-suicidal self-injury in a sample of psychiatric outpatients in Singapore. Singapore Med J 2022; 63:723-730. [PMID: 34628783 PMCID: PMC9875880 DOI: 10.11622/smedj.2021161] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
Introduction The popular notion that the need for attention drives non-suicidal self-injury (NSSI) serves to stigmatise rather than understand this warning sign of underlying psychological/psychiatric disorder. Despite the pervasiveness of NSSI in clinical and community settings, effective treatments for this behaviour are lacking. This qualitative research aims to understand the motivations of NSSI in adolescents/young adults in a mental health facility in Singapore. Methods Semi-structured interviews were conducted with 20 outpatients (6 males, 14 females) of the Institute of Mental Health aged 17-29 years who had reported NSSI as part of an earlier survey. The interviews were audio-recorded and transcribed verbatim. Thematic analysis was used to analyse the data. The main themes and sub-themes were identified and described. Results A preponderance of motivations served intrapersonal emotion-regulating purposes, which were categorised as to: (a) release bottled-up feelings; (b) self-punish; (c) turn aggression inwards; (d) sensitise oneself; and (e) attain a sense of control and mastery. By contrast, a small subset of motivations served the interpersonal motivation of signaling one's distress, especially when the capacity for verbal expression was limited or attempts to verbalise distress were futile. Conclusion Committing NSSI solely for attention-seeking is a myth that perpetuates the stigma and hinders those in need of psychological care from seeking appropriate treatment. NSSIs may be warning signs that indicate not only intrapersonal conflicts but external environments that are perceived unsafe to deal with these intrapersonal conflicts. An understanding of the underlying motives will facilitate better treatment of individuals presenting with NSSI.
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Subramaniam M, Shahwan S, Abdin E, Verma S, Gupta B, Chua BY, Zhang Y, Sambasivam R, Chong SA. Prevalence and impact of peer victimisation among youth seeking treatment at a tertiary psychiatric institution in Singapore: a cross-sectional study. Ann Gen Psychiatry 2022; 21:47. [PMID: 36434714 PMCID: PMC9694546 DOI: 10.1186/s12991-022-00424-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Accepted: 11/15/2022] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND Peer victimization is common among adolescents and leads to negative consequences. However, few studies have examined the extent of peer-victimization and its correlates among adolescent patients in a psychiatric setting. The current study aimed to examine the prevalence and correlates of peer victimisation among youth with mental illness and to examine its association with depressive symptoms and health-related quality of life (HRQOL). METHODS A sample of 239 youths aged 15-24 years were recruited from the outpatient clinics of a tertiary psychiatric hospital in Singapore using convenience sampling. All participants were administered the Multidimensional Peer Victimisation Scale (MPVS), Short Form 12 (SF-12) questionnaire and the Patient Health Questionnaire-8 (PHQ-8). The effect of MPVS total and subscores on depression scores, quality of life subscores and quality of life total scores were examined using multiple linear regression analyses. RESULTS The majority of the patients reported that they had experienced at least one form of peer victimisation (95.8%, n = 229) during their school years. Higher levels of 'verbal victimisation', 'attacks on property' and higher total MPVS scores were significantly associated with lower social functioning; additionally, higher levels of 'verbal victimisation' were significantly associated with lower mental component summary scores in the quality of life assessment. Higher scores on all four subscales as well as higher total scores on the MPVS were significantly associated with more severe depressive symptoms. CONCLUSIONS Given the high prevalence of peer victimisation in our sample and its associations with more severe depressive symptoms and lower quality of life, it is vital to implement interventions that prevent peer victimisation in educational and other social settings and to provide youth with strategies to more effectively manage instances of peer victimisation.
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Subramaniam M, Devi F, AshaRani PV, Zhang Y, Wang P, Jeyagurunathan A, Roystonn K, Vaingankar JA, Chong SA. Barriers and facilitators for adopting a healthy lifestyle in a multi-ethnic population: A qualitative study. PLoS One 2022; 17:e0277106. [PMID: 36322596 PMCID: PMC9629631 DOI: 10.1371/journal.pone.0277106] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Accepted: 10/19/2022] [Indexed: 11/06/2022] Open
Abstract
A healthy lifestyle is defined as ‘a way of living that lowers the risk of being seriously ill or dying early.’ Although barriers and facilitators of healthy lifestyles have been well-studied among populations like those with chronic non-communicable diseases, adolescents, and older adults in Asia, less information is available on barriers and facilitators perceived by the general adult population. Using a qualitative methodology and leveraging the socio-ecological model, the current study aimed to understand the barriers and facilitators of a healthy lifestyle in a sample of Singapore residents. Overall, 30 semi-structured interviews were conducted in English and other local languages from August 2020 to March 2021. Transcripts were analysed using framework analysis. Five main themes pertaining to personal, interpersonal, environmental, socio-cultural, and policy-level factors were classified under the two overarching categories of barriers and facilitators of healthy lifestyles. The results of this study offer important insights into understanding the barriers and facilitators to the adoption of a healthy lifestyle among people in Singapore. Furthermore, our findings illustrate the complex interplay between individuals, social relationships, environment, and policy that can act as either a barrier or a facilitator to adopting a healthy lifestyle.
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Subramaniam M, Lau JH, Asharani PV, Abdin E, Roystonn K, Wang P, Devi F, Vaingankar JA, Car LT, Sum CF, Lee ES, van Dam RM, Chong SA. Sources of information on diabetes and its demographic correlates: a nationwide survey among Singapore residents. Health Promot Int 2022; 37:6774997. [PMID: 36287520 PMCID: PMC9600454 DOI: 10.1093/heapro/daac107] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
Diabetes is a major public health concern in Singapore, and the Singapore Government declared a ‘War on Diabetes’, which included a nationwide public health campaign. It is important to identify what sources of diabetes information reach the general population, whether this differs by socio-demographic characteristics and if the sources of information influence knowledge of diabetes to aid the successful dissemination of health information. Two thousand eight hundred ninety-five respondents were part of a population-based cross-sectional study conducted from February 2019 to September 2020. Respondents rated on a five-point scale whether they had obtained information on diabetes from eight different information sources, and responses were dichotomized into ‘endorsed receiving information’ or ‘not endorsed receiving information’. Poisson regression models were conducted with the ‘endorsement of receiving information’ from each source as the outcome and socio-demographic variables as predictors. 95.9% of the study population had received information on diabetes from at least one source, and the mean number of sources was 4.2 ± 2.0. The leading source was media articles (82.1%), followed by health promotion videos/advertisements (77.9%), online websites (58.5%), books (56.5%), healthcare professionals (55.0%), radio (54.4%), public forums (27.7%) and support groups (15.5%). Endorsing a greater number of informational sources was associated with being younger, belonging to Malay or Indian instead of Chinese ethnicity, and having diabetes. An intensive nationwide diabetes awareness campaign successfully reached the public in Singapore with specific sources of information depending on socio-demographic characteristics. Findings suggest that diabetes information campaigns should utilize multiple channels for dissemination considering the different socio-demographic subgroups.
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Cetty L, Jeyagurunathan A, Roystonn K, Devi F, Abdin E, Tang C, Verma S, Chong SA, Ramsay J, Subramaniam M. Religiosity, Religious Coping and Distress Among Outpatients with Psychosis in Singapore. JOURNAL OF RELIGION AND HEALTH 2022; 61:3677-3697. [PMID: 35752728 PMCID: PMC9509299 DOI: 10.1007/s10943-022-01596-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 05/24/2022] [Indexed: 06/15/2023]
Abstract
This study aimed to investigate the prevalence of religious coping and explore the association between religious coping, religiosity, and distress symptoms amongst 364 outpatients diagnosed with psychosis in Singapore. Positive and Negative Religious Coping (PRC and NRC), religiosity (measuring the constructs of Organised Religious Activity (ORA), Non-Organised Religious Activity (NORA), and Intrinsic Religiosity (IR)) and severity of distress symptoms (depression, anxiety and stress) were self-reported by the participants. The majority of participants (68.9%) reported religion to be important in coping with their illness. Additionally, multiple linear regression analyses found that NRC was significantly associated with higher symptoms of distress. In contrast, ORA was significantly associated with lower anxiety symptom scores. Overall, the study indicates the importance of religion in coping with psychosis and the potential value in incorporating religious interventions in mental health care.
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Vaingankar JA, Subramaniam M, Seow E, Chang S, Sambasivam R, Luo N, Verma S, Chong SA, van Dam RM. Youth Positive Mental Health Concepts and Definitions: A Systematic Review and Qualitative Synthesis. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:11506. [PMID: 36141781 PMCID: PMC9517177 DOI: 10.3390/ijerph191811506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Revised: 09/09/2022] [Accepted: 09/09/2022] [Indexed: 06/16/2023]
Abstract
BACKGROUND Research on youth positive mental health (PMH) lacks comprehensiveness. We reviewed literature to (i) identify and understand concepts related to youth PMH and (ii) to summarize their definitions under broad conceptual themes. METHOD We conducted a systematic review using PRISMA methodology. The protocol was registered in PROSPERO database (ID:CRD42020203712). Pubmed, Embase, PsycINFO, and OpenGrey databases were searched for publications that examined, assessed, explained, or defined PMH concepts in youth populations. Methods included searching, independent screening and review using pre-determined inclusion and exclusion criteria, extraction, coding, and iterative thematic syntheses of literature. RESULTS Of 3427 unique records identified, 105 articles from 26 countries met review criteria. Qualitative analysis resulted in 22 broad themes of youth PMH. These included interpersonal relationships (interpersonal competence, school connectedness, etc.), positive emotions (feel and create pleasant emotions, gratitude, etc.), self-efficacy (strengths, human agency, etc.), life satisfaction (global assessment of one's life), and personal growth (goal achievement, life aspirations, etc.). Five novel concepts related to youth PMH were identified. CONCLUSIONS Our review summarized and operationalized multiple concepts of youth PMH for applications in research, evaluation, and public health improvement.
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Zhang Y, Lau JH, Devi F, Vaingankar JA, Shahwan S, Satghare P, Teh WL, Kumar R, Goh CMJ, Maniam Y, Verma S, Chong SA, Subramaniam M. Employers' attitudes towards employing people with mental health conditions. ANNALS OF THE ACADEMY OF MEDICINE, SINGAPORE 2022; 51:578-579. [PMID: 36189703 DOI: 10.47102/annals-acadmedsg.2022148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
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Roystonn K, AshaRani PV, Siva Kumar FD, Wang P, Abdin E, Sum CF, Lee ES, Chong SA, Subramaniam M. Factor structure of the diabetes knowledge questionnaire and the assessment of the knowledge of risk factors, causes, complications, and management of diabetes mellitus: A national population-based study in Singapore. PLoS One 2022; 17:e0272745. [PMID: 35947580 PMCID: PMC9365176 DOI: 10.1371/journal.pone.0272745] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Accepted: 07/26/2022] [Indexed: 01/12/2023] Open
Abstract
This study evaluated the knowledge of diabetes mellitus and predictors of the level of diabetes knowledge among the general public of Singapore. Confirmatory factor analysis and exploratory factor analysis were used to evaluate the fit of different factor models for the diabetes knowledge questionnaire. Multiple linear regressions were performed to determine the sociodemographic characteristics associated with diabetes knowledge. The final factor model identified three domains for diabetes knowledge: general knowledge, diabetes specific knowledge and causes of diabetes, and complications of untreated diabetes. Overall knowledge scores were 23.8 ± 2.4 for general diabetes knowledge, 2.3 ± 0.8 for diabetes specific knowledge, 2.3 ± 1.2 for causes, and 5.2 ± 1.2 for complications of untreated diabetes. Patients with diabetes were more knowledgeable than adults without diabetes in the population. While the general public in Singapore has adequate knowledge of diabetes, misconceptions were identified in both groups which underscores the need to tailor specific educational initiatives to reduce these diabetes knowledge gaps.
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Tan YWB, Tan ER, Sin KY, AshaRani PV, Abdin E, Roystonn K, Wang P, Devi F, Vaingankar J, van Dam RM, Sum CF, Lee ES, Chow WL, Chong SA, Subramaniam M. Acceptance of healthy lifestyle nudges in the general population of Singapore. BMC Public Health 2022; 22:1297. [PMID: 35790920 PMCID: PMC9258182 DOI: 10.1186/s12889-022-13668-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2021] [Accepted: 06/20/2022] [Indexed: 12/03/2022] Open
Abstract
Background In recent years, behaviourally driven policies such as nudges have been increasingly implemented to steer desired outcomes in public health. This study examines the different nudges and the socio-demographic characteristics and lifestyle behaviours that are associated with public acceptance of lifestyle nudges. Methods The study used data from the nationwide Knowledge, Attitudes and Practices study (KAP) on diabetes in Singapore. Three types of nudges arranged in increasing order of intrusiveness were examined: (1) information government campaigns, (2) government mandated information and (3) default rules and choice architecture. Acceptance was assessed based upon how much respondents ‘agreed’ with related statements describing heathy lifestyle nudges. Multivariable linear regressions were performed with socio-demographics and lifestyle behaviours using scores calculated for each nudge. Results The percentage of respondents who agreed to all statements related to each nudge were: 75.9% (information government campaigns), 73.0% (government mandated information), and 33.4% (default rules and choice architecture). Respondents of Malay/Others ethnicity (vs. Chinese) were more likely to accept information government campaigns. Respondents who were 18 – 34 years old (vs 65 years and above), female, of Malay/Indian ethnicity (vs Chinese), were sufficiently physically active, and with a healthier diet based on the DASH (Dietary Approach to Stop Hypertension) score were more likely to accept nudges related to government mandated information. Respondents of Malay/Indian ethnicity (vs Chinese), and who had a healthier diet were more likely to accept default rules and choice architecture. Conclusion Individuals prefer less intrusive approaches for promoting healthy lifestyle. Ethnicity and lifestyle behaviours are associated with acceptance of nudges and should be taken into consideration during the formulation and implementation of behaviourally informed health policies. Supplementary Information The online version contains supplementary material available at 10.1186/s12889-022-13668-x.
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Koh YS, Asharani PV, Devi F, Roystonn K, Wang P, Vaingankar JA, Abdin E, Sum CF, Lee ES, Müller-Riemenschneider F, Chong SA, Subramaniam M. A cross-sectional study on the perceived barriers to physical activity and their associations with domain-specific physical activity and sedentary behaviour. BMC Public Health 2022; 22:1051. [PMID: 35614402 PMCID: PMC9132675 DOI: 10.1186/s12889-022-13431-2] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2022] [Accepted: 05/13/2022] [Indexed: 11/10/2022] Open
Abstract
Background Physical inactivity and sedentary behaviour have detrimental consequences to the individual and the economy. Our study examined the prevalence of perceived barriers to physical activity in Singapore’s adult population and their associations with physical activity and sedentary behaviour. Methods This cross-sectional analysis utilised data from a nationwide survey in Singapore. Participants (n = 2867) were recruited from February 2019 to March 2020. The independent variables were internal (e.g. fatigue, age) and external (e.g. weather, cost) perceived barriers to physical activity. The outcomes were domain-specific physical activity (work, transport and leisure) and sedentary behaviour, all of which were assessed using the Global Physical Activity Questionnaire. The associations were examined using zero-inflated negative binomial regressions for physical activity and linear regression for sedentary behaviour. Results The median (Interquartile range) for work-related, transport-related and leisure-related physical activity were 0 (0 – 1440), 600 (160 – 1120) and 360 (0 – 1080) MET (metabolic equivalent)-minutes per week. The median sedentary behaviour (IQR) was 360 (240 – 540) minutes per day. The top three barriers were lack of time (65.3%), fatigue (64.7%) and pollution (56.1%). After adjustment, the level of transport-related physical activity was lower for respondents who cited lacking pavement or parks as a barrier, but higher for those who indicated cost and safety concerns. Respondents who reported pollution as a barrier were more likely to engage in transport-related physical activity. The level of leisure-related physical activity was lower for respondents indicating weather, lack of time and age as barriers, but higher for those reporting safety concerns. The odds of engaging in leisure-related physical activity was lower for those citing age, cost and fatigue as barriers, but higher for those indicating the weather. Sedentary behaviour was positively associated with work and limited accessibility to exercise facilities, but negatively with safety concerns. Conclusion Individuals can be motivated to overcome internal barriers (fatigue, lack of time, cost and age) through social support and emphasis on exercise benefits. External barriers (weather and lack of pavements or parks) can be reduced by raising awareness of existing infrastructure. Sedentary behaviour can be improved by implementing workplace measures, such as reducing the time spent sitting. Supplementary information The online version contains supplementary material available at 10.1186/s12889-022-13431-2.
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