Changes in Purchases for Intensive Care Medicines During the COVID-19 Pandemic: A Global Time Series Study
Drug supply disruptions have increased during the COVID-19 pandemic, especially for medicines used in the ICU. Despite reported shortages in wealthy countries, global analyses of ICU drug purchasing during COVID-19 are limited. Has COVID-19 impacted global drug purchases of first-, second-, and thir...
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Veröffentlicht in: | Chest 2021-12, Vol.160 (6), p.2123-2134 |
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description | Drug supply disruptions have increased during the COVID-19 pandemic, especially for medicines used in the ICU. Despite reported shortages in wealthy countries, global analyses of ICU drug purchasing during COVID-19 are limited.
Has COVID-19 impacted global drug purchases of first-, second-, and third-choice agents used in intensive care?
We conducted a cross-sectional time series study in a global pharmacy sales dataset comprising approximately 60% of the world's population. We analyzed pandemic-related changes in units purchased per 1,000 population for 69 ICU agents. Interventional autoregressive integrated moving average models tested for significant changes when the pandemic was declared (March 2020) and during its first stage from April through August 2020, globally and by development status.
Relative to 2019, ICU drug purchases increased by 23.6% (95% CI, 7.9%-37.9%) in March 2020 (P < .001) and then decreased by 10.3% (95% CI, -16.9% to -3.5%) from April through August (P = .006). Purchases for second-choice medicines changed the most, especially in developing countries (eg, 29.3% increase in March 2020). Despite similar relative changes (P = .88), absolute purchasing rates in developing nations remained low. The observed decrease from April through August 2020 was significant only in developed countries (-13.1%; 95% CI, -17.4% to -4.4%; P < .001). Country-level variation seemed unrelated to expected demand and health care infrastructure.
Purchases for intensive care medicines increased globally in the month of the COVID-19 pandemic declaration, but before peak infection rates. These changes were most pronounced for second-choice agents, suggesting that inexpensive, generic medicines may be purchased more easily in anticipation of pandemic-related ICU surges. Nevertheless, disparities in access persisted. Trends seemed unrelated to expected demand, and decreased purchasing from April through August 2020 may suggest overbuying. National and international policies are needed to ensure equitable drug purchasing during future pandemics. |
doi_str_mv | 10.1016/j.chest.2021.08.007 |
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Has COVID-19 impacted global drug purchases of first-, second-, and third-choice agents used in intensive care?
We conducted a cross-sectional time series study in a global pharmacy sales dataset comprising approximately 60% of the world's population. We analyzed pandemic-related changes in units purchased per 1,000 population for 69 ICU agents. Interventional autoregressive integrated moving average models tested for significant changes when the pandemic was declared (March 2020) and during its first stage from April through August 2020, globally and by development status.
Relative to 2019, ICU drug purchases increased by 23.6% (95% CI, 7.9%-37.9%) in March 2020 (P < .001) and then decreased by 10.3% (95% CI, -16.9% to -3.5%) from April through August (P = .006). Purchases for second-choice medicines changed the most, especially in developing countries (eg, 29.3% increase in March 2020). Despite similar relative changes (P = .88), absolute purchasing rates in developing nations remained low. The observed decrease from April through August 2020 was significant only in developed countries (-13.1%; 95% CI, -17.4% to -4.4%; P < .001). Country-level variation seemed unrelated to expected demand and health care infrastructure.
Purchases for intensive care medicines increased globally in the month of the COVID-19 pandemic declaration, but before peak infection rates. These changes were most pronounced for second-choice agents, suggesting that inexpensive, generic medicines may be purchased more easily in anticipation of pandemic-related ICU surges. Nevertheless, disparities in access persisted. Trends seemed unrelated to expected demand, and decreased purchasing from April through August 2020 may suggest overbuying. National and international policies are needed to ensure equitable drug purchasing during future pandemics.</description><identifier>ISSN: 0012-3692</identifier><identifier>EISSN: 1931-3543</identifier><identifier>DOI: 10.1016/j.chest.2021.08.007</identifier><identifier>PMID: 34389295</identifier><language>eng</language><publisher>United States: American College of Chest Physicians. Published by Elsevier Inc</publisher><subject>Adrenal Cortex Hormones - therapeutic use ; Cardiovascular Agents - therapeutic use ; Central Nervous System Agents - therapeutic use ; COVID-19 - complications ; COVID-19 - epidemiology ; COVID-19 - therapy ; Critical Care ; Critical Care: Original Research ; Cross-Sectional Studies ; Developed Countries ; Developing Countries ; Health Expenditures ; Humans ; Interrupted Time Series Analysis ; Pharmaceutical Preparations</subject><ispartof>Chest, 2021-12, Vol.160 (6), p.2123-2134</ispartof><rights>Copyright © 2021 American College of Chest Physicians. Published by Elsevier Inc. All rights reserved.</rights><rights>2021 American College of Chest Physicians. Published by Elsevier Inc. All rights reserved. 2021 American College of Chest Physicians</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,780,784,885,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34389295$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Callaway Kim, Katherine</creatorcontrib><creatorcontrib>Tadrous, Mina</creatorcontrib><creatorcontrib>Kane-Gill, Sandra L</creatorcontrib><creatorcontrib>Barbash, Ian J</creatorcontrib><creatorcontrib>Rothenberger, Scott D</creatorcontrib><creatorcontrib>Suda, Katie J</creatorcontrib><title>Changes in Purchases for Intensive Care Medicines During the COVID-19 Pandemic: A Global Time Series Study</title><title>Chest</title><addtitle>Chest</addtitle><description>Drug supply disruptions have increased during the COVID-19 pandemic, especially for medicines used in the ICU. Despite reported shortages in wealthy countries, global analyses of ICU drug purchasing during COVID-19 are limited.
Has COVID-19 impacted global drug purchases of first-, second-, and third-choice agents used in intensive care?
We conducted a cross-sectional time series study in a global pharmacy sales dataset comprising approximately 60% of the world's population. We analyzed pandemic-related changes in units purchased per 1,000 population for 69 ICU agents. Interventional autoregressive integrated moving average models tested for significant changes when the pandemic was declared (March 2020) and during its first stage from April through August 2020, globally and by development status.
Relative to 2019, ICU drug purchases increased by 23.6% (95% CI, 7.9%-37.9%) in March 2020 (P < .001) and then decreased by 10.3% (95% CI, -16.9% to -3.5%) from April through August (P = .006). Purchases for second-choice medicines changed the most, especially in developing countries (eg, 29.3% increase in March 2020). Despite similar relative changes (P = .88), absolute purchasing rates in developing nations remained low. The observed decrease from April through August 2020 was significant only in developed countries (-13.1%; 95% CI, -17.4% to -4.4%; P < .001). Country-level variation seemed unrelated to expected demand and health care infrastructure.
Purchases for intensive care medicines increased globally in the month of the COVID-19 pandemic declaration, but before peak infection rates. These changes were most pronounced for second-choice agents, suggesting that inexpensive, generic medicines may be purchased more easily in anticipation of pandemic-related ICU surges. Nevertheless, disparities in access persisted. Trends seemed unrelated to expected demand, and decreased purchasing from April through August 2020 may suggest overbuying. National and international policies are needed to ensure equitable drug purchasing during future pandemics.</description><subject>Adrenal Cortex Hormones - therapeutic use</subject><subject>Cardiovascular Agents - therapeutic use</subject><subject>Central Nervous System Agents - therapeutic use</subject><subject>COVID-19 - complications</subject><subject>COVID-19 - epidemiology</subject><subject>COVID-19 - therapy</subject><subject>Critical Care</subject><subject>Critical Care: Original Research</subject><subject>Cross-Sectional Studies</subject><subject>Developed Countries</subject><subject>Developing Countries</subject><subject>Health Expenditures</subject><subject>Humans</subject><subject>Interrupted Time Series Analysis</subject><subject>Pharmaceutical Preparations</subject><issn>0012-3692</issn><issn>1931-3543</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpVkF1L5DAYhYO4rLPu_gJBculN65vPNl4IMuPqwCwKftyWtMlMM7TpmLQD_nsDfuBevRzOec-BB6ETAjkBIs-3edPaOOYUKMmhzAGKAzQjipGMCc4O0QyA0IxJRY_Qrxi3kDRR8ic6YpyViioxQ9t5q_3GRuw8vp9C0-qYxHoIeOlH66PbWzzXweJ_1rjG-WQupuD8Bo9tcu6el4uMKHyvvbG9ay7wFb7phlp3-NH1Fj_Y4NLLwziZ19_ox1p30f75uMfo6e_14_w2W93dLOdXq2xHpRwzy0tTG6gpKaHkBgqxZqKwoA00hVTCFLUiijMiqCgMCGgMYVxJkaAIRQw7Rpfvvbup7q1prB-D7qpdcL0Or9WgXfW_411bbYZ9VXJKoGCp4OyjIAwvU0Jc9S42tuu0t8MUKyok4aXkUqbo6fetr5FPwOwNCFt9YQ</recordid><startdate>20211201</startdate><enddate>20211201</enddate><creator>Callaway Kim, Katherine</creator><creator>Tadrous, Mina</creator><creator>Kane-Gill, Sandra L</creator><creator>Barbash, Ian J</creator><creator>Rothenberger, Scott D</creator><creator>Suda, Katie J</creator><general>American College of Chest Physicians. Published by Elsevier Inc</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20211201</creationdate><title>Changes in Purchases for Intensive Care Medicines During the COVID-19 Pandemic: A Global Time Series Study</title><author>Callaway Kim, Katherine ; Tadrous, Mina ; Kane-Gill, Sandra L ; Barbash, Ian J ; Rothenberger, Scott D ; Suda, Katie J</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-p266t-e48dbd0b218084d075f357e0ad0c7695d7b9194315257d050cd134965101591d3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Adrenal Cortex Hormones - therapeutic use</topic><topic>Cardiovascular Agents - therapeutic use</topic><topic>Central Nervous System Agents - therapeutic use</topic><topic>COVID-19 - complications</topic><topic>COVID-19 - epidemiology</topic><topic>COVID-19 - therapy</topic><topic>Critical Care</topic><topic>Critical Care: Original Research</topic><topic>Cross-Sectional Studies</topic><topic>Developed Countries</topic><topic>Developing Countries</topic><topic>Health Expenditures</topic><topic>Humans</topic><topic>Interrupted Time Series Analysis</topic><topic>Pharmaceutical Preparations</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Callaway Kim, Katherine</creatorcontrib><creatorcontrib>Tadrous, Mina</creatorcontrib><creatorcontrib>Kane-Gill, Sandra L</creatorcontrib><creatorcontrib>Barbash, Ian J</creatorcontrib><creatorcontrib>Rothenberger, Scott D</creatorcontrib><creatorcontrib>Suda, Katie J</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Chest</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Callaway Kim, Katherine</au><au>Tadrous, Mina</au><au>Kane-Gill, Sandra L</au><au>Barbash, Ian J</au><au>Rothenberger, Scott D</au><au>Suda, Katie J</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Changes in Purchases for Intensive Care Medicines During the COVID-19 Pandemic: A Global Time Series Study</atitle><jtitle>Chest</jtitle><addtitle>Chest</addtitle><date>2021-12-01</date><risdate>2021</risdate><volume>160</volume><issue>6</issue><spage>2123</spage><epage>2134</epage><pages>2123-2134</pages><issn>0012-3692</issn><eissn>1931-3543</eissn><abstract>Drug supply disruptions have increased during the COVID-19 pandemic, especially for medicines used in the ICU. Despite reported shortages in wealthy countries, global analyses of ICU drug purchasing during COVID-19 are limited.
Has COVID-19 impacted global drug purchases of first-, second-, and third-choice agents used in intensive care?
We conducted a cross-sectional time series study in a global pharmacy sales dataset comprising approximately 60% of the world's population. We analyzed pandemic-related changes in units purchased per 1,000 population for 69 ICU agents. Interventional autoregressive integrated moving average models tested for significant changes when the pandemic was declared (March 2020) and during its first stage from April through August 2020, globally and by development status.
Relative to 2019, ICU drug purchases increased by 23.6% (95% CI, 7.9%-37.9%) in March 2020 (P < .001) and then decreased by 10.3% (95% CI, -16.9% to -3.5%) from April through August (P = .006). Purchases for second-choice medicines changed the most, especially in developing countries (eg, 29.3% increase in March 2020). Despite similar relative changes (P = .88), absolute purchasing rates in developing nations remained low. The observed decrease from April through August 2020 was significant only in developed countries (-13.1%; 95% CI, -17.4% to -4.4%; P < .001). Country-level variation seemed unrelated to expected demand and health care infrastructure.
Purchases for intensive care medicines increased globally in the month of the COVID-19 pandemic declaration, but before peak infection rates. These changes were most pronounced for second-choice agents, suggesting that inexpensive, generic medicines may be purchased more easily in anticipation of pandemic-related ICU surges. Nevertheless, disparities in access persisted. Trends seemed unrelated to expected demand, and decreased purchasing from April through August 2020 may suggest overbuying. National and international policies are needed to ensure equitable drug purchasing during future pandemics.</abstract><cop>United States</cop><pub>American College of Chest Physicians. Published by Elsevier Inc</pub><pmid>34389295</pmid><doi>10.1016/j.chest.2021.08.007</doi><tpages>12</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Adrenal Cortex Hormones - therapeutic use Cardiovascular Agents - therapeutic use Central Nervous System Agents - therapeutic use COVID-19 - complications COVID-19 - epidemiology COVID-19 - therapy Critical Care Critical Care: Original Research Cross-Sectional Studies Developed Countries Developing Countries Health Expenditures Humans Interrupted Time Series Analysis Pharmaceutical Preparations |
title | Changes in Purchases for Intensive Care Medicines During the COVID-19 Pandemic: A Global Time Series Study |
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