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The impact of the COVID-19 pandemic on ADHD medicine consumption in 47 countries and regions
The objective of this study is to quantify the impact of the COVID-19 pandemic on attention deficit hyperactivity disorder (ADHD) medication consumption globally and nationally using pharmaceutical sales data from 2014 to 2021 across 47 countries and regions. A seasonal autoregressive integrated mov...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Authors. Published by Elsevier B.V.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10106831/ https://www.ncbi.nlm.nih.gov/pubmed/37119560 http://dx.doi.org/10.1016/j.euroneuro.2023.04.008 |
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author | Gimbach, Sophie Vogel, Daniel Fried, Roland Faraone, Stephen V. Banaschewski, Tobias Buitelaar, Jan Döpfner, Manfred Ammer, Richard |
author_facet | Gimbach, Sophie Vogel, Daniel Fried, Roland Faraone, Stephen V. Banaschewski, Tobias Buitelaar, Jan Döpfner, Manfred Ammer, Richard |
author_sort | Gimbach, Sophie |
collection | PubMed |
description | The objective of this study is to quantify the impact of the COVID-19 pandemic on attention deficit hyperactivity disorder (ADHD) medication consumption globally and nationally using pharmaceutical sales data from 2014 to 2021 across 47 countries and regions. A seasonal autoregressive integrated moving average model (SARIMA) was applied to the time series until the end of 2019 at country level and used for the prediction of the ADHD medication consumption in 2020 and 2021. The deviations from the actual to the forecasted sales, which simulate the development without the emergence of COVID-19, yield estimates for the pandemic's impact. In 36 of the 47 countries and regions, the actual sales in 2020 were lower than predicted, with an average relative drop of 6.2% in defined daily doses (DDD) per 1000 inhabitants per day at country-level. In 2021, most countries recorded actually higher ADHD medication use than predicted at the end of 2019. On average, the consumption increased per country by 1.60%. The deviations strongly correlate with the stringency of anti-pandemic government policies. The findings suggest that the pandemic led to a substantially lower consumption of ADHD medication in 2020. However, in 2021 the pandemic had an accelerating effect as the increasing consumption trends are more pronounced than before the pandemic. |
format | Online Article Text |
id | pubmed-10106831 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | The Authors. Published by Elsevier B.V. |
record_format | MEDLINE/PubMed |
spelling | pubmed-101068312023-04-17 The impact of the COVID-19 pandemic on ADHD medicine consumption in 47 countries and regions Gimbach, Sophie Vogel, Daniel Fried, Roland Faraone, Stephen V. Banaschewski, Tobias Buitelaar, Jan Döpfner, Manfred Ammer, Richard Eur Neuropsychopharmacol Article The objective of this study is to quantify the impact of the COVID-19 pandemic on attention deficit hyperactivity disorder (ADHD) medication consumption globally and nationally using pharmaceutical sales data from 2014 to 2021 across 47 countries and regions. A seasonal autoregressive integrated moving average model (SARIMA) was applied to the time series until the end of 2019 at country level and used for the prediction of the ADHD medication consumption in 2020 and 2021. The deviations from the actual to the forecasted sales, which simulate the development without the emergence of COVID-19, yield estimates for the pandemic's impact. In 36 of the 47 countries and regions, the actual sales in 2020 were lower than predicted, with an average relative drop of 6.2% in defined daily doses (DDD) per 1000 inhabitants per day at country-level. In 2021, most countries recorded actually higher ADHD medication use than predicted at the end of 2019. On average, the consumption increased per country by 1.60%. The deviations strongly correlate with the stringency of anti-pandemic government policies. The findings suggest that the pandemic led to a substantially lower consumption of ADHD medication in 2020. However, in 2021 the pandemic had an accelerating effect as the increasing consumption trends are more pronounced than before the pandemic. The Authors. Published by Elsevier B.V. 2023-08 2023-04-17 /pmc/articles/PMC10106831/ /pubmed/37119560 http://dx.doi.org/10.1016/j.euroneuro.2023.04.008 Text en © 2023 The Authors 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 | Article Gimbach, Sophie Vogel, Daniel Fried, Roland Faraone, Stephen V. Banaschewski, Tobias Buitelaar, Jan Döpfner, Manfred Ammer, Richard The impact of the COVID-19 pandemic on ADHD medicine consumption in 47 countries and regions |
title | The impact of the COVID-19 pandemic on ADHD medicine consumption in 47 countries and regions |
title_full | The impact of the COVID-19 pandemic on ADHD medicine consumption in 47 countries and regions |
title_fullStr | The impact of the COVID-19 pandemic on ADHD medicine consumption in 47 countries and regions |
title_full_unstemmed | The impact of the COVID-19 pandemic on ADHD medicine consumption in 47 countries and regions |
title_short | The impact of the COVID-19 pandemic on ADHD medicine consumption in 47 countries and regions |
title_sort | impact of the covid-19 pandemic on adhd medicine consumption in 47 countries and regions |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10106831/ https://www.ncbi.nlm.nih.gov/pubmed/37119560 http://dx.doi.org/10.1016/j.euroneuro.2023.04.008 |
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