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Changes in daily mental health service use and mortality at the commencement and lifting of COVID-19 ‘lockdown’ policy in 10 UK sites: a regression discontinuity in time design
OBJECTIVES: To investigate changes in daily mental health (MH) service use and mortality in response to the introduction and the lifting of the COVID-19 ‘lockdown’ policy in Spring 2020. DESIGN: A regression discontinuity in time (RDiT) analysis of daily service-level activity. SETTING AND PARTICIPA...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8159668/ https://www.ncbi.nlm.nih.gov/pubmed/34039579 http://dx.doi.org/10.1136/bmjopen-2021-049721 |
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author | Bakolis, Ioannis Stewart, Robert Baldwin, David Beenstock, Jane Bibby, Paul Broadbent, Matthew Cardinal, Rudolf Chen, Shanquan Chinnasamy, Karthik Cipriani, Andrea Douglas, Simon Horner, Philip Jackson, Caroline A John, Ann Joyce, Dan W Lee, Sze Chim Lewis, Jonathan McIntosh, Andrew Nixon, Neil Osborn, David Phiri, Peter Rathod, Shanaya Smith, Tanya Sokal, Rachel Waller, Rob Landau, Sabine |
author_facet | Bakolis, Ioannis Stewart, Robert Baldwin, David Beenstock, Jane Bibby, Paul Broadbent, Matthew Cardinal, Rudolf Chen, Shanquan Chinnasamy, Karthik Cipriani, Andrea Douglas, Simon Horner, Philip Jackson, Caroline A John, Ann Joyce, Dan W Lee, Sze Chim Lewis, Jonathan McIntosh, Andrew Nixon, Neil Osborn, David Phiri, Peter Rathod, Shanaya Smith, Tanya Sokal, Rachel Waller, Rob Landau, Sabine |
author_sort | Bakolis, Ioannis |
collection | PubMed |
description | OBJECTIVES: To investigate changes in daily mental health (MH) service use and mortality in response to the introduction and the lifting of the COVID-19 ‘lockdown’ policy in Spring 2020. DESIGN: A regression discontinuity in time (RDiT) analysis of daily service-level activity. SETTING AND PARTICIPANTS: Mental healthcare data were extracted from 10 UK providers. OUTCOME MEASURES: Daily (weekly for one site) deaths from all causes, referrals and discharges, inpatient care (admissions, discharges, caseloads) and community services (face-to-face (f2f)/non-f2f contacts, caseloads): Adult, older adult and child/adolescent mental health; early intervention in psychosis; home treatment teams and liaison/Accident and Emergency (A&E). Data were extracted from 1 Jan 2019 to 31 May 2020 for all sites, supplemented to 31 July 2020 for four sites. Changes around the commencement and lifting of COVID-19 ‘lockdown’ policy (23 March and 10 May, respectively) were estimated using a RDiT design with a difference-in-difference approach generating incidence rate ratios (IRRs), meta-analysed across sites. RESULTS: Pooled estimates for the lockdown transition showed increased daily deaths (IRR 2.31, 95% CI 1.86 to 2.87), reduced referrals (IRR 0.62, 95% CI 0.55 to 0.70) and reduced inpatient admissions (IRR 0.75, 95% CI 0.67 to 0.83) and caseloads (IRR 0.85, 95% CI 0.79 to 0.91) compared with the pre lockdown period. All community services saw shifts from f2f to non-f2f contacts, but varied in caseload changes. Lift of lockdown was associated with reduced deaths (IRR 0.42, 95% CI 0.27 to 0.66), increased referrals (IRR 1.36, 95% CI 1.15 to 1.60) and increased inpatient admissions (IRR 1.21, 95% CI 1.04 to 1.42) and caseloads (IRR 1.06, 95% CI 1.00 to 1.12) compared with the lockdown period. Site-wide activity, inpatient care and community services did not return to pre lockdown levels after lift of lockdown, while number of deaths did. Between-site heterogeneity most often indicated variation in size rather than direction of effect. CONCLUSIONS: MH service delivery underwent sizeable changes during the first national lockdown, with as-yet unknown and unevaluated consequences. |
format | Online Article Text |
id | pubmed-8159668 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-81596682021-06-02 Changes in daily mental health service use and mortality at the commencement and lifting of COVID-19 ‘lockdown’ policy in 10 UK sites: a regression discontinuity in time design Bakolis, Ioannis Stewart, Robert Baldwin, David Beenstock, Jane Bibby, Paul Broadbent, Matthew Cardinal, Rudolf Chen, Shanquan Chinnasamy, Karthik Cipriani, Andrea Douglas, Simon Horner, Philip Jackson, Caroline A John, Ann Joyce, Dan W Lee, Sze Chim Lewis, Jonathan McIntosh, Andrew Nixon, Neil Osborn, David Phiri, Peter Rathod, Shanaya Smith, Tanya Sokal, Rachel Waller, Rob Landau, Sabine BMJ Open Mental Health OBJECTIVES: To investigate changes in daily mental health (MH) service use and mortality in response to the introduction and the lifting of the COVID-19 ‘lockdown’ policy in Spring 2020. DESIGN: A regression discontinuity in time (RDiT) analysis of daily service-level activity. SETTING AND PARTICIPANTS: Mental healthcare data were extracted from 10 UK providers. OUTCOME MEASURES: Daily (weekly for one site) deaths from all causes, referrals and discharges, inpatient care (admissions, discharges, caseloads) and community services (face-to-face (f2f)/non-f2f contacts, caseloads): Adult, older adult and child/adolescent mental health; early intervention in psychosis; home treatment teams and liaison/Accident and Emergency (A&E). Data were extracted from 1 Jan 2019 to 31 May 2020 for all sites, supplemented to 31 July 2020 for four sites. Changes around the commencement and lifting of COVID-19 ‘lockdown’ policy (23 March and 10 May, respectively) were estimated using a RDiT design with a difference-in-difference approach generating incidence rate ratios (IRRs), meta-analysed across sites. RESULTS: Pooled estimates for the lockdown transition showed increased daily deaths (IRR 2.31, 95% CI 1.86 to 2.87), reduced referrals (IRR 0.62, 95% CI 0.55 to 0.70) and reduced inpatient admissions (IRR 0.75, 95% CI 0.67 to 0.83) and caseloads (IRR 0.85, 95% CI 0.79 to 0.91) compared with the pre lockdown period. All community services saw shifts from f2f to non-f2f contacts, but varied in caseload changes. Lift of lockdown was associated with reduced deaths (IRR 0.42, 95% CI 0.27 to 0.66), increased referrals (IRR 1.36, 95% CI 1.15 to 1.60) and increased inpatient admissions (IRR 1.21, 95% CI 1.04 to 1.42) and caseloads (IRR 1.06, 95% CI 1.00 to 1.12) compared with the lockdown period. Site-wide activity, inpatient care and community services did not return to pre lockdown levels after lift of lockdown, while number of deaths did. Between-site heterogeneity most often indicated variation in size rather than direction of effect. CONCLUSIONS: MH service delivery underwent sizeable changes during the first national lockdown, with as-yet unknown and unevaluated consequences. BMJ Publishing Group 2021-05-26 /pmc/articles/PMC8159668/ /pubmed/34039579 http://dx.doi.org/10.1136/bmjopen-2021-049721 Text en © Author(s) (or their employer(s)) 2021. Re-use permitted under CC BY. Published by BMJ. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution 4.0 Unported (CC BY 4.0) license, which permits others to copy, redistribute, remix, transform and build upon this work for any purpose, provided the original work is properly cited, a link to the licence is given, and indication of whether changes were made. See: https://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Mental Health Bakolis, Ioannis Stewart, Robert Baldwin, David Beenstock, Jane Bibby, Paul Broadbent, Matthew Cardinal, Rudolf Chen, Shanquan Chinnasamy, Karthik Cipriani, Andrea Douglas, Simon Horner, Philip Jackson, Caroline A John, Ann Joyce, Dan W Lee, Sze Chim Lewis, Jonathan McIntosh, Andrew Nixon, Neil Osborn, David Phiri, Peter Rathod, Shanaya Smith, Tanya Sokal, Rachel Waller, Rob Landau, Sabine Changes in daily mental health service use and mortality at the commencement and lifting of COVID-19 ‘lockdown’ policy in 10 UK sites: a regression discontinuity in time design |
title | Changes in daily mental health service use and mortality at the commencement and lifting of COVID-19 ‘lockdown’ policy in 10 UK sites: a regression discontinuity in time design |
title_full | Changes in daily mental health service use and mortality at the commencement and lifting of COVID-19 ‘lockdown’ policy in 10 UK sites: a regression discontinuity in time design |
title_fullStr | Changes in daily mental health service use and mortality at the commencement and lifting of COVID-19 ‘lockdown’ policy in 10 UK sites: a regression discontinuity in time design |
title_full_unstemmed | Changes in daily mental health service use and mortality at the commencement and lifting of COVID-19 ‘lockdown’ policy in 10 UK sites: a regression discontinuity in time design |
title_short | Changes in daily mental health service use and mortality at the commencement and lifting of COVID-19 ‘lockdown’ policy in 10 UK sites: a regression discontinuity in time design |
title_sort | changes in daily mental health service use and mortality at the commencement and lifting of covid-19 ‘lockdown’ policy in 10 uk sites: a regression discontinuity in time design |
topic | Mental Health |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8159668/ https://www.ncbi.nlm.nih.gov/pubmed/34039579 http://dx.doi.org/10.1136/bmjopen-2021-049721 |
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