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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...

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Autores principales: Corrao, Giovanni, Cantarutti, Anna, Monzio Compagnoni, Matteo, Franchi, Matteo, Rea, Federico
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Inc. 2022
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.
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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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