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Change in healthcare during Covid-19 pandemic was assessed through observational designs
OBJECTIVE: Methodological challenges for investigating the changes in healthcare utilization during COVID-19 pandemic must be considered for obtaining unbiased estimates. STUDY DESIGN AND SETTING: A population-based study in the Lombardy region (Italy) measured the association between the level of e...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Inc.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8547953/ https://www.ncbi.nlm.nih.gov/pubmed/34715313 http://dx.doi.org/10.1016/j.jclinepi.2021.10.015 |
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author | Corrao, Giovanni Cantarutti, Anna Monzio Compagnoni, Matteo Franchi, Matteo Rea, Federico |
author_facet | Corrao, Giovanni Cantarutti, Anna Monzio Compagnoni, Matteo Franchi, Matteo Rea, Federico |
author_sort | Corrao, Giovanni |
collection | PubMed |
description | OBJECTIVE: Methodological challenges for investigating the changes in healthcare utilization during COVID-19 pandemic must be considered for obtaining unbiased estimates. STUDY DESIGN AND SETTING: A population-based study in the Lombardy region (Italy) measured the association between the level of epidemic restrictions (increasing exposure during pre-epidemic, post-lockdown, and lockdown periods) and the recommended healthcare (outcome) for patients with schizophrenia, heart failure, chronic obstructive pulmonary disease, breast cancer, and pregnancy women. Two designs are applied: the self-controlled case series (SCCS) and the usual cohort design. Adjustments for between-patients unmeasured confounders and seasonality of medical services delivering were performed. RESULTS: Compared with pre-epidemic, reductions in delivering recommended healthcare during lockdown up to 73% (95% confidence interval: 63%–80%) for timeliness of breast cancer surgery, and up to 20% (16%–23%) for appropriated gynecologic visit during pregnancy were obtained from SCCS and cohort design, respectively. Healthcare provision came back to pre-epidemic levels during the post-lockdown, with the exception of schizophrenic patients for whom the SCCS showed a reduction in continuity of care of 11% (11%–12%). CONCLUSION: Strategies for investigating the changes in healthcare utilization during pandemic must be implemented. Recommendations for taking into account sources of systematic uncertainty are discussed and illustrated by using motivating examples. |
format | Online Article Text |
id | pubmed-8547953 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-85479532021-10-27 Change in healthcare during Covid-19 pandemic was assessed through observational designs Corrao, Giovanni Cantarutti, Anna Monzio Compagnoni, Matteo Franchi, Matteo Rea, Federico J Clin Epidemiol Original Article OBJECTIVE: Methodological challenges for investigating the changes in healthcare utilization during COVID-19 pandemic must be considered for obtaining unbiased estimates. STUDY DESIGN AND SETTING: A population-based study in the Lombardy region (Italy) measured the association between the level of epidemic restrictions (increasing exposure during pre-epidemic, post-lockdown, and lockdown periods) and the recommended healthcare (outcome) for patients with schizophrenia, heart failure, chronic obstructive pulmonary disease, breast cancer, and pregnancy women. Two designs are applied: the self-controlled case series (SCCS) and the usual cohort design. Adjustments for between-patients unmeasured confounders and seasonality of medical services delivering were performed. RESULTS: Compared with pre-epidemic, reductions in delivering recommended healthcare during lockdown up to 73% (95% confidence interval: 63%–80%) for timeliness of breast cancer surgery, and up to 20% (16%–23%) for appropriated gynecologic visit during pregnancy were obtained from SCCS and cohort design, respectively. Healthcare provision came back to pre-epidemic levels during the post-lockdown, with the exception of schizophrenic patients for whom the SCCS showed a reduction in continuity of care of 11% (11%–12%). CONCLUSION: Strategies for investigating the changes in healthcare utilization during pandemic must be implemented. Recommendations for taking into account sources of systematic uncertainty are discussed and illustrated by using motivating examples. Elsevier Inc. 2022-02 2021-10-26 /pmc/articles/PMC8547953/ /pubmed/34715313 http://dx.doi.org/10.1016/j.jclinepi.2021.10.015 Text en © 2021 Elsevier Inc. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Original Article Corrao, Giovanni Cantarutti, Anna Monzio Compagnoni, Matteo Franchi, Matteo Rea, Federico Change in healthcare during Covid-19 pandemic was assessed through observational designs |
title | Change in healthcare during Covid-19 pandemic was assessed through observational designs |
title_full | Change in healthcare during Covid-19 pandemic was assessed through observational designs |
title_fullStr | Change in healthcare during Covid-19 pandemic was assessed through observational designs |
title_full_unstemmed | Change in healthcare during Covid-19 pandemic was assessed through observational designs |
title_short | Change in healthcare during Covid-19 pandemic was assessed through observational designs |
title_sort | change in healthcare during covid-19 pandemic was assessed through observational designs |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8547953/ https://www.ncbi.nlm.nih.gov/pubmed/34715313 http://dx.doi.org/10.1016/j.jclinepi.2021.10.015 |
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