Psychological responses to the COVID-19 pandemic are heterogeneous but have stabilised over time: One year longitudinal follow-up of the COVID-19 Psychological Research Consortium (C19PRC) Study

2021 ◽  
Author(s):  
Mark Shevlin ◽  
Sarah Butter ◽  
Orla McBride ◽  
Jamie Murphy ◽  
Jilly Gibson Miller ◽  
...  

Shevlin et al. (2021) recently demonstrated heterogeneity in mental health and psychological responses to the COVID-19 pandemic over time from a nationally representative sample of UK adults (March–July 2020). Five subpopulations representing either stability, deterioration or improvement in both anxiety-depression and COVID-19 PTSD were identified. The majority of the sample were characterised by low levels of anxiety-depression (56.6%) and COVID-19 traumatic stress (68.3%) during this early phase of the pandemic but some showed deterioration and some showed mental health benefits. Here we extend these findings using two additional survey waves from the C19PRC Study, thereby modelling mental health trajectories for the UK population within the entire first year of the pandemic.

2021 ◽  
Author(s):  
Mark Shevlin ◽  
Sarah Butter ◽  
Orla McBride ◽  
Jamie Murphy ◽  
Jilly Gibson Miller ◽  
...  

Background: The current study argues that population prevalence estimates for mental health disorders, or changes in mean scores over time, may not adequately reflect the heterogeneity in mental health response to the COVID-19 pandemic within the population.Methods: The COVID-19 Psychological Research Consortium (C19PRC) Study is a longitudinal, nationally representative, online survey of UK adults. The current study analysed data from its first three waves of data collection: Wave 1 (March 2020, N=2025), Wave 2 (April 2020, N=1406) and Wave 3 (July 2020, N=1166). Anxiety-depression was measured using the Patient Health Questionnaire Anxiety and Depression Scale (a composite measure of the PHQ-9 and GAD-7) and COVID-19 related PTSD with the International Trauma Questionnaire. Changes in mental health outcomes were modelled across the three waves. Latent class growth analysis was used to identify subgroups of individuals with different trajectories of change in anxiety-depression and COVID-19 PTSD. Latent class membership was regressed on baseline characteristics.Results: Overall prevalence of anxiety-depression remained stable, while COVID-19 PTSD reduced between Waves 2 and 3. Heterogeneity in mental health response was found, and hypothesised classes reflecting (i) stability, (ii) improvement, and (iii) deterioration in mental health were identified. Psychological factors were most likely to differentiate the improving, deteriorating and high-stable classes from the low-stable mental health trajectories. Conclusions: A low-stable profile characterised by little-to-no psychological distress (‘resilient’ class) was the most common trajectory for both anxiety-depression and COVID-19 PTSD. Monitoring these trajectories is necessary moving forward, in particular for the ~30% of individuals with increasing anxiety-depression levels.


2020 ◽  
Author(s):  
Orla McBride ◽  
Jamie Murphy ◽  
Mark Shevlin ◽  
Jilly Gibson Miller ◽  
Todd K. Hartman ◽  
...  

The C19PRC Study aims to assess the psychological, social, and economic impact of the COVID-19 pandemic in the UK, Republic of Ireland, and Spain. This paper describes the the first two waves of the UK survey (the ‘parent’ strand of the Consortium) during March-April 2020. A longitudinal, internet panel survey assessed: (1) COVID-19 related knowledge, attitudes, and behaviours; (2) the occurrence of common mental health disorders (e.g. anxiety, depression); as well as the role of (3) psychological factors (e.g. personality, locus of control, resilience) and (4) social and political attitudes (e.g. authoritarianism, social dominance), in influencing the public’s response to the pandemic. Quota sampling was used to recruit a nationally representative (in terms of age, sex, and household income) sample of adults (N=2025), 1406 of whom were followed-up one month later (69.4% retention rate). The baseline sample was representative of the UK population in terms of economic activity, ethnicity, and household composition. Attrition was predicted by key socio-demographic characteristics, and an inverse probability weighting procedure was employed to ensure the follow-up sample was representative of the baseline sample. C19PRC Study data has strong generalisability to facilitate and stimulate interdisciplinary research on important public health questions relating to the COVID-19 pandemic.


2021 ◽  
Author(s):  
Orla McBride ◽  
Sarah Butter ◽  
Jamie Murphy ◽  
Todd K. Hartman ◽  
Ryan McKay ◽  
...  

Objectives: This paper describes fieldwork procedures for the fifth wave of the COVID-19 Psychological Research Consortium (C19PRC) Study, conducted during March-April 2021. The C19PRC Study was established in March 2020 to monitor the psychological and socio-economic impact of the COVID-19 pandemic in the UK and other countries. Methods: The survey wave assessed: COVID-19 related experiences; the occurrence of common mental health disorders; psychological factors; and social and political attitudes – to facilitate statistical analyses to determine how these constructs on influenced the public’s response to the pandemic. Adults who participated in any previous survey wave (N=4949) were re-contacted and invited to participate. Weights were calculated using a survey raking algorithm to ensure that the longitudinal panel was nationally representative in terms of gender, age, and household income, amongst other factors. Results: Overall, 2520 adults participated in this wave. A total of 2377 adults who participated in the previous survey wave (i.e., Wave 4 of the C19PRC Study, conducted November-December 2020) were successfully recontacted and provided full interviews at Wave 5 (61.5% retention rate). Attrition between these two waves was predicted by factors such as younger age, lower household income, having children living in the household, and current or past experiences of treatment for mental health difficulties. Of the adults recruited into the C19PRC study at baseline, 57.4% (N=1162) participated in the fifth wave. The raking procedure successfully re-balanced the longitudinal panel to within 1.5% of population estimates for selected socio-demographic characteristics. Conclusion: This paper outlines the growing strength of the publicly available C19PRC Study data to facilitate and stimulate interdisciplinary research aimed at addressing important public health questions relating to the COVID-19 pandemic.


2020 ◽  
Author(s):  
Giovanni Bruno ◽  
Anna Panzeri ◽  
Umberto Granziol ◽  
Fabio Alivernini ◽  
Andrea Chirico ◽  
...  

Background: The Covid-19 pandemic represents a major stressor for the psychological health of people worldwide. In the UK, the Covid19-Psychological Research Consortium Study (C19PRC) launched to evaluate the psychological impact of Covid-19 in the general population and its implications. The project was then extended to Italy and several other countries.Purpose: this article provides an overview of the Italian C19PRC study and its replication of two specific findings from the UK C19PRC. In the first part, the relationship between anxiety and somatic symptomatology is examined. In the second part, we analyse the association between several factors and psychological health outcomes: depression/anxiety, traumatic stress, Covid-19 anxiety. Methods: in line with the study conducted in the UK, an online survey was administered to the adult Italian general population. The sample included 1038 respondents (age, mean = 49.94, SD = 16.14; 51.15% females) taken from four regions: Lombardia, Veneto, Lazio e Campania. The relationship between predictors and outcomes was evaluated by means of logistic regression models.Results: somatic indices showed a positive association with anxiety, worse somatic symptoms were associated with having had losses due to Covid-19 and with precarious health conditions. Females showed a higher incidence of psychological issues. No differences in anxiety, depression, and traumatic stress were found across regions but the Campania region showed the most severe somatic symptomatology. In the second analysis, the factors associated with more severe psychological outcomes (i.e., anxiety and/or depression, traumatic stress, and Covid-19 Related Anxiety) were younger age, the presence of minors in the household, traumatic stressors, and precarious health conditions. No differences across regions emerged.Discussions and conclusions: The Italian results correspond to the UK findings for anxiety, depression, and traumatic stress 1. Both in the UK and Italy, the factors associated with worse psychological health were gender (female), younger age, having children, pre-existing health issues (both for oneself or someone close), and the moderate/high perceived risk of contracting Covid-19 within one month. In Italy, unlike the UK, lower household income and having (had) Covid-19 were not associated with poorer mental health. The psychological impact of Covid-19 can last for months; future research should explore all aspects of the psychological burden of Covid-19 in order to implement psychological interventions and promote psychological health.


2020 ◽  
Author(s):  
Orla McBride ◽  
Sarah Butter ◽  
Jamie Murphy ◽  
Mark Shevlin ◽  
Todd K. Hartman ◽  
...  

Objectives: The COVID-19 Psychological Research Consortium (C19PRC) Study aims to assess the impact of the COVID-19 pandemic in the adult population in multiple countries. This paper describes the execution of the third wave of the UK survey (the ‘parent’ strand of the Consortium) during July-August 2020. Methods: Adults (N=2025) who previously participated in the baseline and/or the first follow-up surveys were reinvited to participate in this survey, which assessed: (1) COVID-19 related knowledge, attitudes, and behaviours; (2) the occurrence of common mental health disorders; as well as the role of (3) psychological factors and (4) social and political attitudes, in influencing the public’s response to the pandemic. Weights were calculated using a survey raking algorithm to ensure that the cross-sectional sample is nationally representative in terms of gender, age, household income, household composition, and urbanicity. Results: 1166 adults (57.6% of baseline participants) were successfully recontacted and provided full interviews at Wave 3. As expected, the raking procedure successfully re-balanced the cross-sectional sample to within 1% of population estimates across the selected socio-demographic characteristics. Conclusion: This paper outlines the growing strength of the C19PRC Study data to facilitate and stimulate interdisciplinary research addressing important public health questions relating to the COVID-19 pandemic.


2020 ◽  
Vol 10 (1) ◽  
pp. 52
Author(s):  
Giovanni Bruno ◽  
Anna Panzeri ◽  
Umberto Granziol ◽  
Fabio Alivernini ◽  
Andrea Chirico ◽  
...  

The COVID-19 pandemic represents a major stressor for the psychological health of people worldwide. In the UK, the COVID19-Psychological Research Consortium Study (C19PRC) launched to evaluate the psychological impact of COVID-19 in the general population and its implications. The project was then extended to Italy and several other countries. This article provides an overview of the Italian C19PRC study and its replication of two specific findings from the UK C19PRC. In the first part, the relationship between anxiety and somatic symptomatology is examined. In the second part, we analyze the association between several factors and psychological health outcomes: depression/anxiety, traumatic stress, COVID-19 anxiety. In line with the study conducted in the UK, an online survey was administered to the adult Italian general population. The sample included 1038 respondents (age, mean = 49.94, SD = 16.14, 51.15% females) taken from four regions: Lombardia, Veneto, Lazio, and Campania. The relationship between predictors and outcomes was evaluated by means of logistic regression models. Somatic indices showed a positive association with anxiety, worse somatic symptoms were associated with mourning a loss of a beloved one due to COVID-19 and with precarious health conditions. Females showed a higher incidence of psychological issues. No differences in anxiety, depression, and traumatic stress were found across regions but the Campania region showed the most severe somatic symptomatology. In the second analysis, the factors associated with more severe psychological outcomes (i.e., anxiety and/or depression, traumatic stress, and COVID-19 related anxiety) were younger age, the presence of minors in the household, traumatic stressors, and precarious health conditions. No differences across regions emerged. The Italian results correspond to the UK findings for anxiety, depression, and traumatic stress. Both in the UK and Italy, the factors associated with worse psychological health were gender (female), younger age, having children, pre-existing health issues (both for oneself or someone close), and the moderate/high perceived risk of contracting COVID-19 within one month. In Italy, unlike the UK, lower household income and having (had) COVID-19 were not associated with poorer mental health. The psychological impact of COVID-19 can last for months; future research should explore all aspects of the psychological burden of COVID-19 in order to implement psychological interventions and promote psychological health.


2021 ◽  
Author(s):  
Eric Spikol ◽  
Orla McBride ◽  
Michael Daly ◽  
Frédérique Vallières ◽  
Sarah Butter ◽  
...  

Funded by the Health Research Board and the Irish Research Council, this project was launched to determine what effect the pandemic has had on the mental health of the people of Ireland during the first year of the pandemic.


2017 ◽  
Vol 28 (1) ◽  
pp. 88-99
Author(s):  
G. Perera ◽  
G. Di Gessa ◽  
L. M. Corna ◽  
K. Glaser ◽  
R. Stewart

Aims.Associations between employment status and mental health are well recognised, but evidence is sparse on the relationship between paid employment and mental health in the years running up to statutory retirement ages using robust mental health measures. In addition, there has been no investigation into the stability over time in this relationship: an important consideration if survey findings are used to inform future policy. The aim of this study is to investigate the association between employment status and common mental disorder (CMD) in 50–64-year old residents in England and its stability over time, taking advantage of three national mental health surveys carried out over a 14-year period.Methods.Data were analysed from the British National Surveys of Psychiatric Morbidity of 1993, 2000 and 2007. Paid employment status was the primary exposure of interest and CMD the primary outcome – both ascertained identically in all three surveys (CMD from the revised Clinical Interview Schedule). Multivariable logistic regression models were used.Results.The prevalence of CMD was higher in people not in paid employment across all survey years; however, this association was only present for non-employment related to poor health as an outcome and was not apparent in those citing other reasons for non-employment. Odds ratios for the association between non-employment due to ill health and CMD were 3.05 in 1993, 3.56 in 2000, and 2.80 in 2007, after adjustment for age, gender, marital status, education, social class, housing tenure, financial difficulties, smoking status, recent physical health consultation and activities of daily living impairment.Conclusions.The prevalence of CMD was higher in people not in paid employment for health reasons, but was not associated with non-employment for other reasons. Associations had been relatively stable in strength from 1993 to 2007 in those three cross-sectional nationally representative samples.


2021 ◽  
pp. 1-6
Author(s):  
Philip Hyland ◽  
Frédérique Vallières ◽  
Orla McBride ◽  
Jamie Murphy ◽  
Mark Shevlin ◽  
...  

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