Confidence in government and rumors amongst international migrant workers involved in dormitory outbreaks of COVID-19: A cross-sectional survey

BackgroundIn the coronavirus disease (COVID-19) pandemic, confidence in the government and access to accurate information have been critical to the control of outbreaks. Although outbreaks have emerged amongst communities of international migrant workers worldwide, little is known about how they perceive the governments response or their exposure to rumors. MethodsBetween 22 June to 11 October 2020, we surveyed 1011 low-waged migrant workers involved in dormitory outbreaks within Singapore. Participants reported their confidence in the government; whether they had heard, shared, or believed widely-disseminated COVID-19 rumors; and their socio-demographics. Logistic regression models were fitted to identify factors associated with confidence and rumor exposure. Results1 in 2 participants (54.2%, 95% CI: 51.1-57.3%) reported that they believed at least one COVID-19 rumor. This incidence was higher than that observed in the general population for the host country (Singapore). Nonetheless, most participants (90.0%, 95% CI: 87.6-91.5%) reported being confident that the government could control the spread of COVID-19. Age was significantly associated with belief in rumors, while educational level was associated with confidence in government. ConclusionsOur findings suggest that language and cultural differences may limit the access that migrant workers have to official COVID-19 updates. Correspondingly, public health agencies should use targeted messaging strategies to promote health knowledge within migrant worker communities.

Mental Health of International Migrant Workers Amidst Large-Scale Dormitory Outbreaks of COVID-19: A Population Survey

BackgroundIn the COVID-19 pandemic, international migrant workers have faced increased vulnerability on account of their status. This study examined the mental health burden of COVID-19 amongst low-waged migrant workers involved in large-scale dormitory outbreaks within Singapore. MethodsBetween 22 June to 11 October 2020, questionnaires were distributed in-person and online to 1011 migrant workers undergoing movement restrictions. Mental health symptoms were measured using the 21-item Depression, Anxiety and Stress Scale (DASS-21). As covariates, we assessed participants socio-demographics, quarantine status, COVID-19 health concerns, financial stability, and exposure to news and misinformation. Linear regression models were fitted to identify factors associated with each DASS-21 subscale. FindingsComplete movement restrictions were associated with increased depression and stress symptoms, while being diagnosed with COVID-19 was associated with increased anxiety. Participants who harboured fears about their health or job, perceived their health to be poorer, or had greater exposure to COVID-19 rumours reported higher depression, anxiety, and stress levels. Across the cohort, rates of severe or extremely severe depression (3.1%, 95% CI: 2.1-4.3%), anxiety (4.1%, 95% CI: 2.9-5.5%), and stress (1.3%, 95% CI: 0.7-2.2%) were similar to those observed in the general population for the host country (Singapore). InterpretationThe risk factors identified underscore how the ongoing pandemic may impact the mental health of migrant workers. At the same time, we observed resilience within the cohort, with no evidence of increased symptomology (relative to the general population). FundingJY Pillay Global Asia Grant Research in ContextO_ST_ABSEvidence before this studyC_ST_ABSWe searched PubMed and Google Scholar for articles published in English between Jan 1, 2020 and Feb 20, 2021 using the following keywords: ("COVID*" OR "coronavirus") AND ("mental*" OR "psychiatr*") AND ("labo*r migra*" OR "migrant work" OR "foreign-work" OR "immigrant work" OR "economic migra*" OR "economic immigra*"). Focusing on international migrant workers employed in low-wage manual labour positions, we identified commentaries and interview-based studies describing the stressors faced by workers during the COVID-19 pandemic. However, we found no study documenting mental health symptoms within this group. Added value of this studyTo our knowledge, this is the first mental health survey of low-wage migrant workers during the COVID-19 pandemic. We observed that the mental health burden was highest amongst participants who encountered pandemic-related adversities (complete movement restrictions, testing positive for COVID-19), perceived the situation negatively (being fearful of their health or job, or judging their health to be poorer), or had higher exposure to COVID-19 rumours. Implications of the available evidenceOur findings provide a basis to identify and support at-risk migrant workers during the pandemic. Although we did not observe elevated rates of depression, anxiety, and stress symptoms within the migrant worker cohort, individual workers who experience poor mental health may find it harder to access health-care services (relative to the general population). Correspondingly, targeted support for at-risk migrant workers may serve to reduce mental health inequalities.

Vulnerability to rumours during the COVID-19 pandemic in Singapore

INTRODUCTION@#Amid the COVID-19 pandemic, many rumours have emerged. Given prior research linking rumour exposure to mental well-being, we conducted a nationwide survey to document the base rate of rumour exposure and factors associated with rumour vulnerability.@*METHODS@#Between March and July 2020, 1,237 participants were surveyed on 5 widely disseminated COVID-19 rumours (drinking water frequently could be preventive, eating garlic could be preventive, the outbreak arose because of bat soup consumption, the virus was created in an American lab, and the virus was created in a Chinese lab). For each rumour, participants reported whether they had heard, shared or believed each rumour.@*RESULTS@#Although most participants had been exposed to COVID-19 rumours, few shared or believed these. Sharing behaviours sometimes occurred in the absence of belief; however, education emerged as a protective factor for both sharing and belief.@*CONCLUSION@#Our results suggest that campaigns targeting skills associated with higher education (e.g. epistemology) may prove more effective than counter-rumour messages.

Vulnerability to rumors during the COVID-19 pandemic:Results of a national survey

Amidst the COVID-19 pandemic, many rumors have emerged. Given prior research linking rumor exposure to mental well-being, we conducted a nation-wide survey to document the base rate of rumor exposure and factors associated with rumor vulnerability. Between March to July 2020, 1237 participants were surveyed on 5 widely-disseminated COVID-19 rumors (that drinking water frequently could be preventive, that eating garlic could be preventive, that the outbreak arose because of bat soup consumption, that the virus was created in an American lab, and that the virus was created in a Chinese lab). For each rumor, participants reported whether they had heard, shared or believed each rumor. Although most participants had been exposed to COVID-19 rumors, few shared or believed these. Sharing behaviors sometimes occurred in the absence of belief; however, education emerged as a protective factor for both sharing and belief. Together, our results suggest that campaigns targeting skills associated with higher education (e.g. epistemology) may prove more effective than counter-rumor messages. HighlightsO_LIPrior studies linked exposure to COVID-19 rumors with poor mental health. C_LIO_LIIn a community sample, most participants reported having heard rumors. C_LIO_LIFew participants shared or believed rumors. C_LIO_LISharing sometimes occurred in the absence of belief. C_LIO_LIMore educated individuals believed and shared fewer rumors. C_LI

Tracking WhatsApp behaviors during a crisis: A longitudinal observation of messaging activities during the COVID-19 pandemic

BackgroundWorldwide, social media traffic increased following the onset of the coronavirus disease (COVID-19) pandemic. Although the spread of COVID-19 content has been described for several social media platforms (e.g., Twitter, Facebook), little is known about how content is spread via private messaging platforms such as WhatsApp. ObjectiveIn this study, we documented: (i) how WhatsApp is used to transmit COVID-19 content; (ii) the characteristics of WhatsApp users based on their usage patterns; and (iii) how usage patterns link to well-being. MethodsWe used the experience sampling method to track day-to-day WhatsApp usage during the COVID-19 pandemic. For one week, participants reported each day the extent to which they had received, forwarded, or discussed COVID-19 content. The final dataset comprised 924 data points collected from 151 participants. ResultsDuring the week-long monitoring, most participants (143/151, 95%) reported at least one COVID-19-related use of WhatsApp. When a taxonomy was generated based on usage patterns, 1 in 10 participants (21/151, 14%) were found to have received and shared a high volume of forwarded COVID-19 content - akin to super spreaders identified on other social media platforms. Finally, those who engaged with more COVID-19 content in their personal chats were more likely to report having COVID-19 thoughts throughout the day. ConclusionsThese findings provide a rare window into discourse on private messenger platforms. In turn, this can inform risk communication strategies during the pandemic.

Towards a digital solution: Predicting public take-up of Singapore's contact tracing application during the COVID-19 crisis

In the global outbreak of coronavirus disease 2019 (COVID-19), new digital solutions have been developed for infection control. In particular, contact tracing mobile applications provide a means for governments to manage both health and economic concerns. As public reception is paramount to success, we conducted a systematic examination of sociodemographic characteristics that predict downloads of a contact tracing application. Participants were 505 adults who completed a web-based survey in Singapore, the site of the first contact tracing application (TraceTogether). We found that persons who had already changed their lifestyles on account of the pandemic were more likely to download the application. Network analyses revealed that contact tracing downloads was associated with using hand sanitizers, avoiding public transport, and preferring outdoor over indoor venues during the pandemic. However, demographic and situational characteristics were not significant predictors of application downloads. Together, these findings provide a base for policy makers to promote the uptake of digital contact tracing. HighlightsO_LIWorldwide, digital contact tracing has been introduced to control the spread of coronavirus disease 2019 (COVID-19). C_LIO_LIIn a survey of 505 participants, we investigated sociodemographic factors predicting voluntary downloads of a contact tracing mobile application. C_LIO_LIUse of the contact tracing application was predicted by the extent to which an individual had modified his / her behaviors because of the outbreak. C_LIO_LINetwork analyses revealed that application usage was associated with using hand sanitizers, avoiding public transport, and preferring outdoor over indoor venues. C_LIO_LINo demographic factor significantly predicted application usage. C_LI