Evidence map›Paper›PMID 40399712›Full record

ArticleSocial psychiatry and psychiatric epidemiology2025

Trends in psychotropic medication across occupation types before and during the Covid-19 pandemic: a linked administrative data study.

Finola Ferry, Lisa Kent, Michael Rosato, Emma Curran, Gerard Leavey

Abstract read
In one paragraph

Article in Social psychiatry and psychiatric epidemiology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Data Resource Profile: The Enhanced Prescribing Database (EPD) in Northern Ireland.International journal of population data science · 2023
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Finola Ferry *Bamford Centre for Mental Health and Wellbeing, Ulster University, Coleraine, BT52 1SA, Northern Ireland. f.ferry@ulster.ac.uk.ORCID http://orcid.org/0000-0003-1875-5180
Lisa Kent *Administrative Data Research Centre Northern Ireland (ADRC-NI), Belfast, Northern Ireland.ORCID http://orcid.org/0000-0002-8882-0526
Michael RosatoBamford Centre for Mental Health and Wellbeing, Ulster University, Coleraine, BT52 1SA, Northern Ireland.ORCID http://orcid.org/0000-0002-4787-734X
Emma CurranBamford Centre for Mental Health and Wellbeing, Ulster University, Coleraine, BT52 1SA, Northern Ireland.ORCID http://orcid.org/0000-0002-9015-3865
Gerard LeaveyBamford Centre for Mental Health and Wellbeing, Ulster University, Coleraine, BT52 1SA, Northern Ireland.ORCID http://orcid.org/0000-0001-8411-8919

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeUsing 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.

methodsData 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.

resultsQ2-2020 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.

conclusionOur 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.

Indexed as

COVID-19OccupationsPsychotropic DrugsAdultAnti-Anxiety AgentsAntidepressive AgentsFemaleHumansHypnotics and SedativesLongitudinal StudiesMaleMiddle AgedNorthern IrelandPandemicsSARS-CoV-2Anti-Anxiety AgentsAntidepressive AgentsHypnotics and SedativesPsychotropic DrugsAdministrative dataCOVID-19Mental healthOccupationPsychotropic medications

Identifiers

PMID40399712
PMCPMC12449321

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.