Finola Ferry, Lisa Kent, Michael Rosato, Emma Curran, Gerard Leavey
{"title":"在Covid-19大流行之前和期间,不同职业类型的精神药物使用趋势:一项相关的行政数据研究。","authors":"Finola Ferry, Lisa Kent, Michael Rosato, Emma Curran, Gerard Leavey","doi":"10.1007/s00127-025-02909-0","DOIUrl":null,"url":null,"abstract":"<p><strong>Purpose: </strong>Using linked administrative data, this study provides the first longitudinal analysis of mental health among workers across occupational groups prior to and during the Covid-19 pandemic. Eleven years of data were analysed to examine whether the pandemic period coincided with changes in psychotropic medication for workers across broad occupational groupings.</p><p><strong>Methods: </strong>Data from Northern Ireland (NI) Enhanced Prescribing Database (EPD) was linked with NI Longitudinal Study (NILS) to examine trends in anti-depressants, anxiolytics and hypnotics (2011-2021) among NI workers (N = 200,004) across nine major occupation groups. Quarterly prescriptions were examined prior to and during pandemic restrictions (Q1-2011 to Q4-2019; and Q1-2020 to Q4-2021, respectively). Auto-regressive integrated moving average (ARIMA) models were trained to compare 'forecasted' and 'observed' rates during the pandemic period, stratified by occupational group.</p><p><strong>Results: </strong>Q2-2020 coincided with lower-than-expected receipt of anxiolytics and anti-depressants for several broad occupation types. Receipt of anxiolytic prescriptions among managers, directors/senior officials dropped below expected levels for the three quarters from Q3-2020 to Q1-2021. Finally, a notable increase in anti-depressants for a prolonged period was found among staff in caring/leisure and related professions, as well as higher rates of hypnotics in Q2-2021.</p><p><strong>Conclusion: </strong>Our study provides the first longitudinal examination of variation in mental health across occupation types prior to and during the Covid-19 pandemic, using available linked administrative data. Findings suggest that occupation type was an important pandemic-related stressor and point to potential higher risk occupations that could be the focus of targeted interventions in future pandemics.</p>","PeriodicalId":49510,"journal":{"name":"Social Psychiatry and Psychiatric Epidemiology","volume":" ","pages":""},"PeriodicalIF":3.6000,"publicationDate":"2025-05-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Trends in psychotropic medication across occupation types before and during the Covid-19 pandemic: a linked administrative data study.\",\"authors\":\"Finola Ferry, Lisa Kent, Michael Rosato, Emma Curran, Gerard Leavey\",\"doi\":\"10.1007/s00127-025-02909-0\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Purpose: </strong>Using linked administrative data, this study provides the first longitudinal analysis of mental health among workers across occupational groups prior to and during the Covid-19 pandemic. Eleven years of data were analysed to examine whether the pandemic period coincided with changes in psychotropic medication for workers across broad occupational groupings.</p><p><strong>Methods: </strong>Data from Northern Ireland (NI) Enhanced Prescribing Database (EPD) was linked with NI Longitudinal Study (NILS) to examine trends in anti-depressants, anxiolytics and hypnotics (2011-2021) among NI workers (N = 200,004) across nine major occupation groups. Quarterly prescriptions were examined prior to and during pandemic restrictions (Q1-2011 to Q4-2019; and Q1-2020 to Q4-2021, respectively). Auto-regressive integrated moving average (ARIMA) models were trained to compare 'forecasted' and 'observed' rates during the pandemic period, stratified by occupational group.</p><p><strong>Results: </strong>Q2-2020 coincided with lower-than-expected receipt of anxiolytics and anti-depressants for several broad occupation types. Receipt of anxiolytic prescriptions among managers, directors/senior officials dropped below expected levels for the three quarters from Q3-2020 to Q1-2021. Finally, a notable increase in anti-depressants for a prolonged period was found among staff in caring/leisure and related professions, as well as higher rates of hypnotics in Q2-2021.</p><p><strong>Conclusion: </strong>Our study provides the first longitudinal examination of variation in mental health across occupation types prior to and during the Covid-19 pandemic, using available linked administrative data. Findings suggest that occupation type was an important pandemic-related stressor and point to potential higher risk occupations that could be the focus of targeted interventions in future pandemics.</p>\",\"PeriodicalId\":49510,\"journal\":{\"name\":\"Social Psychiatry and Psychiatric Epidemiology\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":3.6000,\"publicationDate\":\"2025-05-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Social Psychiatry and Psychiatric Epidemiology\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1007/s00127-025-02909-0\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"PSYCHIATRY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Social Psychiatry and Psychiatric Epidemiology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s00127-025-02909-0","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"PSYCHIATRY","Score":null,"Total":0}
Trends in psychotropic medication across occupation types before and during the Covid-19 pandemic: a linked administrative data study.
Purpose: Using linked administrative data, this study provides the first longitudinal analysis of mental health among workers across occupational groups prior to and during the Covid-19 pandemic. Eleven years of data were analysed to examine whether the pandemic period coincided with changes in psychotropic medication for workers across broad occupational groupings.
Methods: Data from Northern Ireland (NI) Enhanced Prescribing Database (EPD) was linked with NI Longitudinal Study (NILS) to examine trends in anti-depressants, anxiolytics and hypnotics (2011-2021) among NI workers (N = 200,004) across nine major occupation groups. Quarterly prescriptions were examined prior to and during pandemic restrictions (Q1-2011 to Q4-2019; and Q1-2020 to Q4-2021, respectively). Auto-regressive integrated moving average (ARIMA) models were trained to compare 'forecasted' and 'observed' rates during the pandemic period, stratified by occupational group.
Results: Q2-2020 coincided with lower-than-expected receipt of anxiolytics and anti-depressants for several broad occupation types. Receipt of anxiolytic prescriptions among managers, directors/senior officials dropped below expected levels for the three quarters from Q3-2020 to Q1-2021. Finally, a notable increase in anti-depressants for a prolonged period was found among staff in caring/leisure and related professions, as well as higher rates of hypnotics in Q2-2021.
Conclusion: Our study provides the first longitudinal examination of variation in mental health across occupation types prior to and during the Covid-19 pandemic, using available linked administrative data. Findings suggest that occupation type was an important pandemic-related stressor and point to potential higher risk occupations that could be the focus of targeted interventions in future pandemics.
期刊介绍:
Social Psychiatry and Psychiatric Epidemiology is intended to provide a medium for the prompt publication of scientific contributions concerned with all aspects of the epidemiology of psychiatric disorders - social, biological and genetic.
In addition, the journal has a particular focus on the effects of social conditions upon behaviour and the relationship between psychiatric disorders and the social environment. Contributions may be of a clinical nature provided they relate to social issues, or they may deal with specialised investigations in the fields of social psychology, sociology, anthropology, epidemiology, health service research, health economies or public mental health. We will publish papers on cross-cultural and trans-cultural themes. We do not publish case studies or small case series. While we will publish studies of reliability and validity of new instruments of interest to our readership, we will not publish articles reporting on the performance of established instruments in translation.
Both original work and review articles may be submitted.