What methods are used to examine representation of mental ill-health on social media? A systematic review.

There has been an increasing number of papers which explore the representation of mental health on social media using various social media platforms and methodologies. It is timely to review methodologies employed in this growing body of research in order to understand their strengths and weaknesses. This systematic literature review provides a comprehensive overview and evaluation of the methods used to investigate the representation of mental ill-health on social media, shedding light on the current state of this field. Seven databases were searched with keywords related to social media, mental health, and aspects of representation (e.g., trivialisation or stigma). Of the 36 studies which met inclusion criteria, the most frequently selected social media platforms for data collection were Twitter (n = 22, 61.1%), Sina Weibo (n = 5, 13.9%) and YouTube (n = 4, 11.1%). The vast majority of studies analysed social media data using manual content analysis (n = 24, 66.7%), with limited studies employing more contemporary data analysis techniques, such as machine learning (n = 5, 13.9%). Few studies analysed visual data (n = 7, 19.4%). To enable a more complete understanding of mental ill-health representation on social media, further research is needed focussing on popular and influential image and video-based platforms, moving beyond text-based data like Twitter. Future research in this field should also employ a combination of both manual and computer-assisted approaches for analysis.

Effectiveness of Interventions Promoting Dietary Intake, Physical Activity, and Healthy Weight Status of Children in Family Child Care: A Systematic Review.

INTRODUCTION: This systematic review examines the effectiveness of interventions in family child care (FCC) on (1) children's dietary intake, physical activity levels and weight, and (2) FCC health-promoting environments, policies, and practices. Quasi-experimental studies measuring these outcomes were included. METHODS: All available articles up to July 2023 were searched using MEDLINE, ERIC, CINAHL, Embase, Scopus, and A+ Education, and 15 interventions were included. Methodological quality was assessed with the Effective Public Health Practice Project Assessment tool. RESULTS: Thirteen studies were weak, and 2 strong in quality. Four interventions included children's dietary intake as an outcome measure, 2 included physical activity, and 3 weight status. Twelve interventions assessed nutrition and 7 physical activity environmental outcomes. DISCUSSION: Interventions in FCC improved children's dietary intake, but their impact on physical activity and weight status was inconclusive. Furthermore, positive impacts were observed in environmental outcomes related to nutrition, whereas research on physical activity environmental outcomes was limited. IMPLICATIONS FOR RESEARCH AND PRACTICE: Future research could replicate interventions to validate effectiveness and understand positive outcome mechanisms. Future interventions might use FCC stakeholders' input, incorporate innovative physical activity components, enhance FCC providers' position as role models, involve parents, and target those groups that are at a high risk of being obese.

Demographics, comorbidities and risk factors for severe disease from the early SARS-CoV-2 infection cases in Queensland, Australia.

BACKGROUND: Demographics and comorbidities associated with coronavirus disease 2019 (COVID-19) severity differs between subpopulations and should be determined to aid future pandemic planning and preparedness. AIM: To describe the demographics and comorbidities of patients diagnosed with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection in Queensland (QLD), Australia, between January 2020 and May 2021. Also, to determine the relationship between these characteristics and disease severity based on the highest level of care. METHODS: A retrospective case series analysis was conducted using data obtained from the Notifiable Conditions System. Data on patients confirmed with SARS-CoV-2 infection in QLD were included in this analysis. Descriptive statistics and logistic regression modelling were used to analyse factors that contributed to disease severity. RESULTS: One thousand six hundred twenty-five patients with SARS-CoV-2 infection were diagnosed in the study period and analysed. The median age was 41 years and 54.3% (n = 882) were males. A total of 550 patients were hospitalised and 20 patients were admitted to the intensive care unit (ICU). In those admitted to the ICU, 95% (n = 19) were older than 45 years and 95% (n = 19) were male. Comorbidities significantly associated with hospitalisation were chronic cardiac disease (excluding hypertension) and diabetes, and for ICU admission were morbid obesity, chronic respiratory disease and chronic cardiac disease. No demographic factors were shown to be significantly associated with disease severity. CONCLUSIONS: Comorbidities associated with the highest level of COVID-19 disease severity were morbid obesity, chronic respiratory disease and cardiac disease. These data can assist with identifying high-risk patients susceptible to severe COVID-19 and can be used to facilitate preparations for future pandemics.

An Analysis of Crisis Communication Delivered by the Chief Health Officer During the COVID-19 Pandemic in Queensland, Australia.

During the first year of the COVID-19 pandemic, the state of Queensland, Australia, had relative success in containing viral transmission, presenting a unique case for potential insights into effective crisis management. Limited research exists into the communication style and effectiveness of Chief Health Officers (CHOs) throughout pandemic scenarios. Using an adapted Crisis Emergency and Risk Communication (CERC) framework based on 12 themes which indirectly assess domains of trust, credibility, transparency, and accountability. A content analysis of 107 press conferences dating from January 30th to December 24th, 2020 was conducted to analyze crisis communication style delivered by the Queensland CHO and guest speakers. Our analysis found that most communication aligned with the CERC framework, suggesting that adherence to CERC themes in crisis communication may have played an important role in the state's success. However, areas which were lacking included themes relating to efforts to address, search and gather knowledge. Analysis also revealed that some CERC themes overlapped or were missing, thus triggering the development of a modified framework to provide a more succinct coding model. Our findings demonstrate the importance communication plays in successful crisis management and the modified framework can be applied to analyze communication at national and sub-national levels.

The effect of resilience on the relationship between perceived stress and change in alcohol consumption during the COVID-19 pandemic in Queensland, Australia.

The COVID-19 pandemic has led to increased levels of stress and alcohol consumption. This study examined the effect of resilience on the relationship between stress and changes in alcohol consumption in the context of the COVID-19 pandemic in early 2020. A cross-sectional survey of 502 adults in Queensland, Australia (mean age = 45.68 (16.61)), found 23.9% of individuals had increased their alcohol consumption since the start of the pandemic. Regression modelling demonstrated a significant association between perceived stress and change in alcohol consumption. The study also revealed resilience was a moderating factor, where high levels of resilience buffered against increases in alcohol consumption associated with stress during the COVID-19 pandemic.