Strategies and Recommendations for the Prevention and Control of War-Facilitated Onchocerciasis Reemergence in Sudan.
Onchocerciasis is a neglected tropical disease that has severe health and socioeconomic impacts on the mostly poor and underserved communities in disease-endemic areas. Despite significant global progress toward the elimination of onchocerciasis transmission there remains a high risk of reemergence in areas where the disease was previously eliminated. Here we discuss the potential risk factors for the reemergence of onchocerciasis in disease-free zones in Sudan and nearby countries resulting from war-induced massive population displacement. We urge public health, humanitarian, and development stakeholders to invest in policymaking, strategic planning, resource mobilization, and development and implementation of sustainable and cost-effective prevention and control interventions for onchocerciasis, particularly among the most vulnerable high-risk populations.
- Research Article
11
- 10.3310/xcuw1239
- Aug 1, 2022
- Public Health Research
Background In England and Scotland, local governments regulate the sale of alcohol by awarding licences to premises to permit the sale of alcohol for consumption on or off the premises, under certain conditions; without such a licence, alcohol cannot be legally sold. In recent years, many local public health teams have become proactive in engaging with alcohol licensing, encouraging licensing authorities to act in ways intended to improve population health. Objective This research aimed to explore and understand the approaches and activities of public health stakeholders (i.e. NHS staff and other public health professionals) in seeking to influence local alcohol licensing policy and decisions, and the views of licensing stakeholders (i.e. licensing officers/managers, police staff with a licensing remit, elected members and licensing lawyers/clerks) on the acceptability and effectiveness of these approaches. Participants Local public health teams in England and Scotland were directly informed about this multisite study. Scoping calls were conducted with interested teams to explore their level of activity in alcohol licensing from 2012 across several categories. Twenty local authority areas with public health teams active in licensing matters were recruited purposively in England (n = 14) and Scotland (n = 6) to vary by region and rurality. Fifty-three in-depth telephone interviews (28 with public health stakeholders and 25 with licensing stakeholders outside health, such as local authority licensing teams/lawyers or police) were conducted. Interview transcripts were analysed thematically in NVivo 12 (QSR International, Warrington, UK) using inductive and deductive approaches. Results Public health stakeholders’ approaches to engagement varied, falling into three main (and sometimes overlapping) types. (1) Many public health stakeholders in England and all public health stakeholders in Scotland took a ‘challenging’ approach to influencing licensing decisions and policies. Reducing health harms was felt to necessitate a focus on reducing availability and generating longer-term culture change, citing international evidence on the links between availability and alcohol-related harms. Some of these stakeholders viewed this as being a narrow, ‘nanny state’ approach, whereas others welcomed public health expertise and its evidence-based approach and input. (2) Some public health stakeholders favoured a more passive, ‘supportive’ approach, with some reporting that reducing availability was unachievable. They reported that, within the constraints of current licensing systems, alcohol availability may be contained (at least in theory) but cannot be reduced, because existing businesses cannot be closed on availability grounds. In this ‘supportive’ approach, public health stakeholders supplied licensing teams with data on request or waited for guidance from licensing teams on when and how to get involved. Therefore, public health action supported the licensing team in their aim of promoting ‘safe’ and ‘responsible’ retailing of alcohol and/or focused on short-term outcomes other than health, such as crime. (3) Some public health stakeholders favoured a ‘collaborative’ approach in which they worked in close partnership with licensing teams; this could include a focus on containing availability or responsible retail of alcohol, or both. Conclusions In engaging with alcohol licensing, public health stakeholders adapted their approaches, sometimes resulting in a diminished focus on public health goals. Sampling did not include lower-activity areas, in which experiences might differ. The extent to which current licensing systems enable achievement of public health goals is questionable and the effectiveness of public health efforts merits quantitative evaluation. Study registration The study is registered with the Research Registry as researchregistry6162. Funding This project was funded by the National Institute for Health and Care Research (NIHR) Public Health Research programme and will be published in Public Health Research. See the NIHR Journals Library website for further project information.
- Research Article
36
- 10.4314/eamj.v79i8.8831
- Aug 1, 2002
- East African Medical Journal
To review the efficient and cost-effective preventive, control and surveillance measures that could be employed against nosocomial infections in developing countries. Literature search on compact disk-read only memory (CD-ROM), Medline and Internet, using the key words: nosocomial infection, prevention and control, use of antibiotics and use of computers. Some articles were manually reviewed. Relevant studies or articles on nosocomial infections in developing and developed countries were included in the review. From individual studies or articles. Information on nosocomial infections from developing and developed countries with some emphasis on Kenya is synchronized under the headings; introduction, historical background of nosocomial infections. Current situation of nosocomial infections and predisposing factors, nosocomial infections and antimicrobial resistance, consequences of nosocomial infections, hospital infection control programme and use of computers in nosocomial infection surveillance, and the cost benefit of infection prevention and control programme. Nosocomial infections may be contained more effectively by having an infection prevention and control programme. Computer-assisted epidemiological surveillance appears to be the most important aspect of monitoring infection control programmes, and to identify changes in risk factors that can increase the infection rate. Even minimally, effective infection control programmes are cost-effective. For the war against nosocomial infections to be won, the whole exercise should be handled as a global project with significant inputs from developing countries.
- Research Article
982
- 10.1016/s2214-109x(20)30488-5
- Feb 16, 2021
- The Lancet. Global Health
In 2020, an estimated 596 million people worldwide had distance vision impairment and a further 510 million had uncorrected near vision impairment.1 Most of these people live in low-income and middle-income countries (LMIC). Eye health is also affected by conditions that do not, at least initially, impair vision. Although these conditions are not currently included in global prevalence estimates, they contribute substantially to the unmet need for eye health services. Vision is important for many aspects of life, and vision impairment can profoundly affect individuals, families, and society. Eye health touches all lives, either directly or indirectly, through its impact on those close to us. The year 2020 marks the culmination of the global initiative to eliminate avoidable blindness, VISION 2020: The Right to Sight (appendix 1 p 7). This initiative provided the framework for national programmes to address eye health over the past 20 years. In 2019, WHO published the World report on vision,2 which was endorsed by the 73rd World Health Assembly in 2020. The report and resolution call for the advancing of eye health as an integral part of universal health coverage, by implementation of integrated people-centred eye care, following the approach outlined in a broader health services framework.3 The Lancet Global Health Commission on Global Eye Health contends that eye health should be part of the mainstream agenda to achieve universal health coverage and sustainable development. We define eye health as the state in which vision, ocular health, and functional ability are maximised, thereby contributing to overall health and wellbeing, social inclusion, and quality of life. Eye health can be considered both a process and an outcome. We define eye care services as those that contribute to any of vision, ocular health, or functional ability being maximised. This report broadly divides into two halves. First, we present evidence for the importance of eye health, supporting the case for urgent action. Second, looking beyond 2020, we examine approaches to enable delivery of eye health services within universal health coverage. In section 1 we summarise the visual system, vision impairment, and common conditions. In section 2, we synthesise several reviews done by the Commission on the relevance of eye health to the Sustainable Development Goals (SDGs), as well as its impact on quality of life, general health, and mortality. In section 3, we describe the magnitude and causes of vision impairment in 2020 and projected global and regional trends. We explore service needs of people with non-vision impairing eye conditions. We propose a more standardised approach to reporting population-based eye health surveys and examine the disability weights applied to vision impairment. In section 4, we summarise findings from a systematic review of eye health economics, identifying important areas for future work. We present a new estimate of global lost productivity associated with vision impairment for 2020, and an analysis of the cost-effectiveness ratios for cataract surgery and refractive error services. In section 5, we outline a bibliometric analysis of eye health research since 2000, and report a global Grand Challenges project, highlighting crucial issues for concerted research and action. Lastly, we address the question of how health systems can practically advance towards delivering high quality integrated people-centred eye care within universal health coverage.2 We argue that business as usual will be insufficient, as evidenced by new analysis of effective cataract surgical coverage data. We examine service delivery components: primary eye care and integration with general health services, workforce strengthening, financing, health information systems, indicators, advocacy, and approaches to increase quality and equity. The development of global eye health This Commission views global eye health through the global health framework articulated by Koplan and colleagues.4 Eye health started with an understanding of the anatomy, physiology, diseases of the eye, and the development of clinical ophthalmology, the medical and surgical discipline for diagnosis and treatment of eye diseases. From the mid-20th century onwards (figure 1), there have been major technological advances in microsurgical techniques for cataract and other conditions, and equipment for diagnosis and treatment of major non-communicable eye diseases, resulting in more effective interventions. There has been an enormous demographic transition, with ageing populations and epidemiological changes from infectious diseases and towards non-communicable diseases, requiring accessible and affordable eye services with long-term follow-up. The increase in demand, emphasis on better quality, and higher cost of more sophisticated diagnostic and treatment services is requiring an increase in resources, which presents enormous public health challenges. Open in a separate window Figure 1 The development of global eye health Blue circles indicate major global developments. Red circles indicate major treatments and programmatic developments. WHA=World Health Assembly. IAPB=International Agency for the Prevention of Blindness. RAAB=Rapid Assessment of Avoidable Blindness. RACSS=Rapid Assessment of Cataract Surgical Services.
- Research Article
- 10.1093/eurpub/ckae144.1116
- Oct 28, 2024
- European Journal of Public Health
Background Obesity and overweight has been increasing globally and in the UK over the last few years, bringing along a wide array of challenges in health and wellbeing. Not only do they take a heavy toll on those affected, but obesity and overweight-related ill-health is costing the UK National Health Service £6.1 with projected costs to run up to £9.7 billion in 2050. This project aimed to apply artificial intelligence to identify the predictive indicators for obesity and co-create an intervention with public health practitioners and stakeholders. Methods Using health and wellbeing public health population data from the 2015, 2018 and 2022 from a city in the East Midlands, we applied artificial intelligence that uses machine learning techniques to discover insights, find hidden patterns and discover relationships in the data about engaging in physical activity and a healthy diet. The data on dietary choices and physical activity preferences were further analysed using advanced machine learning techniques. Results The outcomes from our machine learning process revealed patterns of physical activity engagement and diet from specific locations, along with a range of demographic variables that influence individuals’ patterns of physical ability and dietary practices. These findings, which will be presented in detail, have been integrated into a comprehensive city map. This map not only showcases opportunities for engaging in a healthy lifestyle but also aids in prioritising interventions in areas of greatest need. Conclusions The AI technology we employed allowed us to parameterise and generalise our findings with the possibility of scaling up the machine learning approach to other similar datasets. The findings facilitated the development of bespoke training for public health officers working with underserved communities, further demonstrating the impact of applying AI to inform the design of public health interventions. Key messages • Applying Artificial Intelligence to public health data has the potential to inform the development of effective interventions and increase precision. • Using AI in public health data can generate new insights into population health and well-being and inform public health policy.
- Research Article
49
- 10.1111/j.1365-3156.2009.02379.x
- Oct 12, 2009
- Tropical Medicine & International Health
To document the process, outcome and effectiveness of a community-based intervention for dengue control. The primary intervention, focused on strengthening intersectoral coordination, was initiated by researchers in January 2000 in a pilot area in Playa municipality, Havana. In August 2002 health authorities extended the intervention to neighbouring areas, one of which was selected for evaluation. In August 2003 a complementary strategy, focused on community empowerment, was initiated in half of the pilot area. In our control area, routine dengue activities continued throughout the study period. Longitudinal process assessment was carried out using document analysis, interviews and group discussions. Random population surveys in 1999, 2002 and 2005 assessed levels of participation and behavioural changes. Entomological surveillance data from 1999 to 2005 were used to determine effectiveness. Mean scores for participation in the pilot area were 1.6, 3.4 and 4.4 at baseline, and 2 years after initiating intersectoral coordination and intersectoral coordination plus community empowerment interventions, respectively. While in the control area little behavioural change was observed over time, changes were considerable in the pilot and extension areas, with 80% of households involved in the community empowerment intervention showed adequate behavioural patterns. The pilot and extension areas attained comparable entomological effectiveness with significantly lower Breteau indices (BIs) than the control area. The pilot (sub-) area with the community empowerment intervention reached BIs below 0.1 that continued to be significantly lower than the one in the control area until the end of the study. The study showed a trend in the levels and quality of participation, behavioural change and effectiveness of Aedes control from the routine activities only over an intervention with intersectoral coordination to one that combined intersectoral coordination and community empowerment approach.
- Research Article
57
- 10.1038/emi.2015.33
- Jan 1, 2015
- Emerging Microbes & Infections
In Canada, the emergence of vector-borne diseases may occur via international movement and subsequent establishment of vectors and pathogens, or via northward spread from endemic areas in the USA. Re-emergence of endemic vector-borne diseases may occur due to climate-driven changes to their geographic range and ecology. Lyme disease, West Nile virus (WNV), and other vector-borne diseases were identified as priority emerging non-enteric zoonoses in Canada in a prioritization exercise conducted by public health stakeholders in 2013. We review and present the state of knowledge on the public health importance of these high priority emerging vector-borne diseases in Canada. Lyme disease is emerging in Canada due to range expansion of the tick vector, which also signals concern for the emergence of human granulocytic anaplasmosis, babesiosis, and Powassan virus. WNV has been established in Canada since 2001, with epidemics of varying intensity in following years linked to climatic drivers. Eastern equine encephalitis virus, Jamestown Canyon virus, snowshoe hare virus, and Cache Valley virus are other mosquito-borne viruses endemic to Canada with the potential for human health impact. Increased surveillance for emerging pathogens and vectors and coordinated efforts among sectors and jurisdictions will aid in early detection and timely public health response.
- Research Article
7
- 10.3390/atmos11030265
- Mar 7, 2020
- Atmosphere
Stakeholder participation at the intersection of climate and health is essential to assess and plan for the human health impacts of current and projected climate-sensitive hazards. Using the Maricopa County Department of Public Health (MCDPH) Coalition on Climate Change and Public Health workgroup and the Climate Assessment for the Southwest (CLIMAS) program as examples, this paper describes the important role of scientist–public health stakeholder collaboratives in addressing the public health impacts of climate-sensitive hazards. Using the MCDPH and CLIMAS stakeholder groups, stakeholder connections were mapped to show relationships between the organization types and connections between scientists and public health stakeholders. Stakeholders, defined as meeting attendees, were primarily individuals from academic institutions (n = 175), government agencies (n = 114), non-profits (n = 90), and health departments (n = 85). Engaging public health stakeholders in transdisciplinary regional climate initiatives and addressing gaps in their networks helped these programs to develop more collaborative projects over time.
- Research Article
25
- 10.1097/00124784-200209000-00009
- Sep 1, 2002
- Journal of Public Health Management and Practice
Because interorganizational arrangements are encouraged as necessary to meet public health goals, it is critical for the managers of public health services at any level to consider stakeholder theory from an organizational perspective. Public health managers are responsible for the stakeholders in public health as well as public health as a stakeholder in other organizations. This article presents an innovative tool for the determination of organization stakeholder salience that assists managers in establishing priorities for interorganizational relationships during strategic planning and day-to-day decision making.
- Research Article
1
- 10.1177/17579139221136726
- Nov 15, 2022
- Perspectives in public health
Public health lifestyle databases at local authority level are currently poorly aligned across the UK. The integration of lifestyle databases at a regional level could provide a rich resource to support research and help inform public health leads and service commissioners in improving service delivery, facilitating decision-making and developing key public health policies. Prior to its implementation, the acceptability of an integrated lifestyle database should be explored. The aim of this study was to consult with public health stakeholders to explore the acceptability of developing and implementing a regional integrated lifestyle database across four key areas of public health: smoking cessation, diet, physical activity and alcohol consumption. Qualitative interviews were conducted with public health stakeholders recruited from across the East Midlands region of England. All interviews were conducted using video conferencing software and recorded, transcribed, and analysed using the Framework approach. Sixteen public health stakeholders were purposively identified and invited to participate in interviews. Stakeholders viewed the integrated database as having potential to support research, service development and commissioning decisions. Barriers such as providers' reluctance to reveal their business strategies to rival organisations, cost of setting up and running the proposed database, complex information-sharing and governance were identified. An integrated lifestyle database has the potential to support research and service commissioning regionally. However, several barriers were identified that must be addressed prior to the development and implementation of an integrated database.
- Book Chapter
4
- 10.1016/b978-0-12-803678-5.00234-4
- Jan 1, 2017
Innovative Financing for Health Promotion: A Global Review and Thailand Case Study
- Research Article
26
- 10.1177/0145721711410717
- Jul 1, 2011
- The Diabetes Educator
The purpose of this study was to investigate the prevalence of diabetic peripheral neuropathy (DPN) and to identify at risk populations in medically underserved rural communities. A cross-sectional study was conducted in 816 type 2 diabetic patients from 5 rural Arkansas counties who attended a diabetes education program from 2005 to 2009. The data was collected through a survey questionnaire and from medical records. Univariate and multivariate analyses were conducted. Of the 816 patients studied, 9.6% had a DPN diagnosis, and 43% reported peripheral neuropathy symptoms (PNS). Among the patients with PNS, 79% had not been diagnosed with DPN. Multivariate analyses found that being female, being white, having less than a college education, having a longer duration of diabetes, having a history of smoking, having a professional foot examination, and performing self foot examinations are associated with a higher risk for having DPN or PNS. The study found that the prevalence of patients with PNS was high, and that DPN was alarmingly underdiagnosed in these underserved rural communities. The high prevalence of PNS and underdiagnosis of DPN could influence the development of severe foot complications like diabetic foot ulcer, and even possibly increase the risk of lower extremity amputation in these underserved communities. The at risk population identified by this study would be a resource to help diabetes educators develop targeted education and intervention programs in underserved rural communities.
- Research Article
1
- 10.1002/ccr3.9549
- Nov 1, 2024
- Clinical case reports
Screening for parasitic infections among displaced populations including migrants, refugees, and internally displaced persons is crucial to prevent long-term complications associated with untreated infections. Additionally, prompt treatment with appropriate medications like praziquantel and albendazole can lead to significant improvement and successful patient outcomes. This case highlights the necessity of heightened awareness, early detection, and effective management of parasitic infections to enhance public health efforts and minimize the spread of these diseases. Implementing multisectoral One Health will improve human, animal, and environmental health globally using limited resources. Parasitic infections including Schistosoma spp., hookworm, and Strongyloides spp. are commonly co-existing diseases in underdeveloped countries including South Sudan and Sudan. These infections are often presented with no specific symptoms, therefore they remain undetected and eventually leading to long-term complications. Latent parasitic infections among adults particularly displaced population like migrants and refugees have recently gained global attention. In this case report, we present the case of a young male immigrant from South Sudan with multi-parasitic infections. The patient was admitted to a hospital complaining of gastrointestinal symptoms of hematemesis and melena, which were accompanied by signs of liver and spleen enlargement, coupled with low blood cell counts. While liver function tests showed no abnormalities, stool examinations confirmed the presence of S. mansoni, hook worm eggs, and Rhabditiform first-stage larvae of S. stercoralis. The patient was treated with medications such as praziquantel and albendazole, which resulted in full recovery and discharge from the hospital. This case highlights the importance of considering multiple infections among patients with gastrointestinal symptoms, especially in endemic areas. Cost-effective prevention and control strategy require the implementation of a multisectoral One Health strategy for the surveillance, prevention, and control of parasitic infections in human, animals, and the environment.
- Research Article
5
- 10.1001/jamapediatrics.2022.4535
- Nov 28, 2022
- JAMA Pediatrics
Although maternal unintentional injury during pregnancy has shown negative impacts on the mother and fetus, the evidence on its long-term associations with children's neurodevelopment is limited. To examine the association between maternal unintentional injury and cerebral palsy (CP) in offspring. This was a population-based, longitudinal, cohort study of all in-hospital live births born between April 1, 2002, and March 31, 2017, in a publicly funded health care system setting of Ontario, Canada. Infants born more than 20 weeks' gestation were included and followed up until March 31, 2018. Excluded from the analysis were stillbirths, infants with missing or invalid records, and births with missing or invalid birth characteristics. Data were analyzed from March 1 to June 30, 2021. Maternal unintentional injury during pregnancy ascertained based on inpatient or emergency department diagnoses. CP diagnosis between birth and the end of follow-up in 2018 with the CP case definition of a single inpatient or 2 or more outpatient diagnoses at least 2 weeks apart between birth and age 16 years. Of 2 110 177 children included in this study (mean [SD] gestational age, 38.8 [1.9] weeks; 1 082 520 male [51.3%]), 81 281 (3.9%) were exposed in utero to maternal unintentional injury. During a median (IQR) follow-up time of 8 (4-12) years, 5317 children (0.3%) were diagnosed with CP (292 CP cases [5.5%] were exposed to maternal unintentional injury). The mean incidence rates of CP were 4.36 and 2.93 per 10 000 child-years in the exposed and the unexposed group, respectively. Children exposed to maternal unintentional injury had a modest increase in the risk of CP, compared with those unexposed (hazard ratio [HR], 1.33; 95% CI, 1.18-1.50) after adjusting for maternal sociodemographic and clinical characteristics. Severe injuries that resulted in hospitalization and delivery within 1 week from the injury conferred higher risks of CP (adjusted HR, 2.18; 95% CI, 1.29-3.68 and adjusted HR, 3.40; 95% CI, 1.93-6.00, respectively). Results were robust in multiple bias analyses. In this Canadian population-based birth cohort study, in utero exposure to maternal unintentional injury was associated with an increased risk of CP, with a higher risk with more severe injuries. These findings fill an important gap in knowledge on the potential role of maternal injury on children's neurodevelopment outcomes. Public health professionals and stakeholders should be aware of these potential long-term consequences on offspring when designing programs and providing recommendations about safety during pregnancy. Early monitoring and developmental assessment of children exposed to maternal injury might be warranted.
- Abstract
1
- 10.5210/ojphi.v5i1.4483
- Apr 4, 2013
- Online Journal of Public Health Informatics
ObjectiveThe purpose of this work was to conduct an enhanced analysis of heat illness during a heat wave using Michigan’s Emergency Department Syndromic Surveillance System (MSSS) that could be provided to Public Health and Preparedness Stakeholders for situational awareness.IntroductionThe MSSS, described elsewhere (1), has been in use since 2003 and records Emergency Department (ED) chief complaint data along with the patient’s age, gender and zip code in real time. There were 85/139 hospital EDs enrolled in MSSS as of June 2012, capturing 77% of the annual hospital ED visits in Michigan. The MSSS is used routinely during the influenza season for situational awareness and is monitored throughout the year for aberrations that may indicate an outbreak, emerging disease or act of bioterrorism. The system has also been used to identify heat-related illnesses during periods of extreme heat. Very young children, the elderly, and people with mental illness and chronic diseases are at the highest risk of preventable heat-related illnesses including sunburn, heat exhaustion, heat stroke and/or death (2). During a heat wave in the summer of 2012, data was reviewed on an ad hoc basis to monitor potential increases in heat-related ED visits.MethodsMSSS ED visits were queried to identify those with the primary complaints of: “heat”, “sun”, or “dehydration” including word derivatives and misspellings. The query excluded terms and misspellings such as “Sunday”, “heater”, and “heatlh”. Daily maximum temperatures for four major cities in Michigan were tracked using measures from the National Oceanic and Atmospheric Administration’s National Weather Service (3). Multiple analyses were performed. For this abstract, ED data from a 10-day period of sustained above normal temperatures are presented with data from the prior 10-day period used as reference.Visits were categorized into 1 of 3 syndromes based on the chief complaint: sun-associated, heat-associated, and dehydration. Gender, age group, and syndrome for the period of interest were compared to the reference period. Heat-related visits during the period of extreme heat were also analyzed by Michigan Public Health Preparedness Region.ResultsDuring the period of June 28–July 7, 2012 the South and Central regions of Michigan sustained maximum daily temperatures surpassing 90°F with maximum temperatures at or above 100°F on at least 2 days. Among the cities reviewed, a total of 9 high temperature records were set or tied during that period. The number of heat-related ED visits reported into MSSS increased compared to the previous period of June 18–June 27, 2012. Heat-associated ED visits such as heat exhaustion and heat stroke were more frequent than the reference period, 30.0% vs. 13.7% (p<0.0001). Sun-associated ED visits such as sunburn were lower compared to the reference period, 17.3% vs. 23.8% (p=0.01). Dehydration complaints were elevated among those 20-29 years of age, 17.7% vs. 10.0% (p=0.01). While the proportion of ED visits due to heat-related complaints was highest in the Central and Northwestern areas of the state, increases were observed in all regions of Michigan.On July 6, 2012 an initial analysis summary was issued via the Michigan Health Alert Network (MIHAN) to provide situational awareness related to a concurrent heat advisory for much of the state. By July 23, 2012 MDCH issued a media release reporting this increase in heat-related ED visits.ConclusionsAlthough cases used in the analysis may not represent all potential cases of heat-related illness and also may represent non-heat-related illnesses, ED data are useful in describing trends in illness presentations over time. As the MSSS covers a large proportion of Michigan’s population, the data from the MSSS can be stratified by type of heat-related injury, age group, and region, providing detailed situational awareness to public health stakeholders. This type of in-depth analysis further contributes to our knowledge of heat events and allows public health to relay important information regarding the severity of the situation and information about groups at risk for illness.
- Research Article
122
- 10.2196/22600
- Nov 24, 2020
- Journal of Medical Internet Research
BackgroundThe COVID-19 pandemic has caused several disruptions in personal and collective lives worldwide. The uncertainties surrounding the pandemic have also led to multifaceted mental health concerns, which can be exacerbated with precautionary measures such as social distancing and self-quarantining, as well as societal impacts such as economic downturn and job loss. Despite noting this as a “mental health tsunami”, the psychological effects of the COVID-19 crisis remain unexplored at scale. Consequently, public health stakeholders are currently limited in identifying ways to provide timely and tailored support during these circumstances.ObjectiveOur study aims to provide insights regarding people’s psychosocial concerns during the COVID-19 pandemic by leveraging social media data. We aim to study the temporal and linguistic changes in symptomatic mental health and support expressions in the pandemic context.MethodsWe obtained about 60 million Twitter streaming posts originating from the United States from March 24 to May 24, 2020, and compared these with about 40 million posts from a comparable period in 2019 to attribute the effect of COVID-19 on people’s social media self-disclosure. Using these data sets, we studied people’s self-disclosure on social media in terms of symptomatic mental health concerns and expressions of support. We employed transfer learning classifiers that identified the social media language indicative of mental health outcomes (anxiety, depression, stress, and suicidal ideation) and support (emotional and informational support). We then examined the changes in psychosocial expressions over time and language, comparing the 2020 and 2019 data sets.ResultsWe found that all of the examined psychosocial expressions have significantly increased during the COVID-19 crisis—mental health symptomatic expressions have increased by about 14%, and support expressions have increased by about 5%, both thematically related to COVID-19. We also observed a steady decline and eventual plateauing in these expressions during the COVID-19 pandemic, which may have been due to habituation or due to supportive policy measures enacted during this period. Our language analyses highlighted that people express concerns that are specific to and contextually related to the COVID-19 crisis.ConclusionsWe studied the psychosocial effects of the COVID-19 crisis by using social media data from 2020, finding that people’s mental health symptomatic and support expressions significantly increased during the COVID-19 period as compared to similar data from 2019. However, this effect gradually lessened over time, suggesting that people adapted to the circumstances and their “new normal.” Our linguistic analyses revealed that people expressed mental health concerns regarding personal and professional challenges, health care and precautionary measures, and pandemic-related awareness. This study shows the potential to provide insights to mental health care and stakeholders and policy makers in planning and implementing measures to mitigate mental health risks amid the health crisis.
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