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Bindel LJ, Seifert R. Costs are a major driver of antibacterial drug prescriptions in Germany: market analysis from 1985 to 2022. NAUNYN-SCHMIEDEBERG'S ARCHIVES OF PHARMACOLOGY 2024; 397:8785-8801. [PMID: 38842562 PMCID: PMC11522090 DOI: 10.1007/s00210-024-03171-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/22/2024] [Accepted: 05/18/2024] [Indexed: 06/07/2024]
Abstract
In recent years, several threatening developments regarding antibacterial drugs, such as rising bacterial resistance and delivery bottlenecks, have occurred. Since antibacterial drugs are crucial for modern medicine, understanding events and influencing factors relevant for long-term developments is essential. Therefore, we analyzed the number of prescriptions and costs, defined daily dose (DDD) and DDD costs of antibacterial drugs in Germany, based on the Arzneiverordnungsreport (AVR, Drug description report) between 1985 and 2022. Based on prescription rates in 2022, we selected the TOP15 and TOP5. For a more in-depth analysis, we analyzed data from the wissenschaftliches Institut der AOK (WidO, scientific institute of the AOK). The number of prescriptions increased between 1985 and 2013, but since 2014, there has been a declining trend with a noticeable COVID-related dip. Over the years, a shift in drug classes occurred. Once very popular drugs like penicillins and tetracyclines are no longer as important. Conversely, aminopenicillins and cephalosporins have become more relevant. Particularly, the TOP5 drugs have seen an increasing proportion. DDD costs have decreased in most substance classes over time. There is a strong association between decreasing costs and rising prescriptions. Falling costs have a stronger immediate impact on prescriptions that rising costs. When costs are very low, drugs might be prescribed excessively. Supply bottlenecks can also result. The main prescribers are mainly in primary care. Their share of prescription has changed little over the years, but is decreasing regarding total consumption. In comparison to other European countries, Germany ranks in the lower third regarding prescriptions. In most countries, the COVID pandemic has led to a reduced prescription of antibacterial drugs. In conclusion, we provided a comprehensive overview of the antibacterial drug market in Germany over the past four decades and identified costs as a major driver of antibacterial drug prescriptions. Increased costs may reduce uncritical prescription of antibacterial drugs, development of bacterial resistance, supply shortages and occurrence of adverse effects.
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Affiliation(s)
| | - Roland Seifert
- Institute of Pharmacology, Hannover Medical School, D-30625, Hannover, Germany.
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Luo H, Chai Y, Li S, Lau WCY, Torre CO, Hayes J, Lam ICH, Lin X, Yin C, Fortin S, Kern DM, Lee DY, Park RW, Jang JW, Chui CSL, Li J, Seager S, Man KKC, Wong ICK. Psychotropic drug prescribing before and during the COVID-19 pandemic among people with depressive and anxiety disorders: a multinational network study. Lancet Psychiatry 2024; 11:807-817. [PMID: 39241791 DOI: 10.1016/s2215-0366(24)00245-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Revised: 06/28/2024] [Accepted: 07/16/2024] [Indexed: 09/09/2024]
Abstract
BACKGROUND People with mental health conditions were potentially more vulnerable than others to the neuropsychiatric effects of the COVID-19 pandemic and the global efforts taken to contain it. The aim of this multinational study was to examine the changes in psychotropic drug prescribing during the pandemic among people with depressive and anxiety disorders. METHODS This study included electronic medical records and claims data from nine databases in six countries (France, Germany, Italy, the UK, South Korea, and the USA) of patients with a diagnosis of depressive or anxiety disorders between 2016 and 2021. The outcomes were monthly prevalence rates of antidepressant, antipsychotic, and anxiolytic drug prescribing. The associations between the pandemic and psychotropic drug prescribing were examined with interrupted time series analyses for the total sample and stratified by sex and age group. People with lived experience were not involved in the research and writing process. FINDINGS Between Jan 1, 2016 and Dec 31, 2020, an average of 16 567 914 patients with depressive disorders (10 820 956 females [65·31%] and 5 746 958 males [34·69%]) and 15 988 451 patients with anxiety disorders (10 688 788 females [66·85%] and 5 299 663 males [33·15%]) were identified annually. Most patients with depressive disorders and anxiety disorders were aged 45-64 years. Ethnicity data were not available. Two distinct trends in prescribing rates were identified. The first pattern shows an initial surge at the start of the pandemic (eg, antipsychotics among patients with depressive disorders in MDCD_US (rate ratio [RR] 1·077, 95% CI 1·055-1·100), followed by a gradual decline towards the counterfactual level (RR 0·990, 95% CI 0·988-0·992). The second pattern, observed in four databases for anxiolytics among patients with depressive disorders and two for antipsychotics among patients with anxiety disorders, shows an immediate increase (eg, antipsychotics among patients with anxiety disorders in IQVIA_UK: RR 1·467, 95% CI 1·282-1·675) without a subsequent change in slope (RR 0·985, 95% CI 0·969-1·003). In MDCD_US and IQVIA_US, the anxiolytic prescribing rate continued to increase among patients younger than 25 years for both disorders. INTERPRETATION The study reveals persistently elevated rates of psychotropic drug prescriptions beyond the initial phase of the pandemic. These findings underscore the importance of enhanced mental health support and emphasise the need for regular review of psychotropic drug use among this patient group in the post-pandemic era. FUNDING University Grants Committee, Research Grants Council, The Government of the Hong Kong Special Administrative Region.
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Affiliation(s)
- Hao Luo
- School of Public Health Sciences, University of Waterloo, Waterloo, ON, Canada; Department of Social Work and Social Administration, The University of Hong Kong, Hong Kong, China; Sau Po Centre on Ageing, The University of Hong Kong, Hong Kong, China; The Hong Kong Jockey Club Centre for Suicide Research and Prevention, The University of Hong Kong, Hong Kong, China
| | - Yi Chai
- The Hong Kong Jockey Club Centre for Suicide Research and Prevention, The University of Hong Kong, Hong Kong, China; Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong, China; School of Public Health, Shenzhen University Medical School, Shenzhen University, Shenzhen, Guangdong, China
| | - Sijia Li
- Department of Social Work and Social Administration, The University of Hong Kong, Hong Kong, China
| | - Wallis C Y Lau
- Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong, China; Research Department of Practice and Policy, UCL School of Pharmacy, London, UK; Laboratory of Data Discovery for Health, Hong Kong Science and Technology Park, Hong Kong, China
| | - Carmen Olga Torre
- Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong, China; Real World Data Enabling Platform, Roche, Welwyn Garden City, UK; School of Science and Engineering, University of Groningen, Netherlands
| | - Joseph Hayes
- Division of Psychiatry, University College London, London, UK; Camden and Islington NHS Foundation Trust, London, UK
| | - Ivan C H Lam
- Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | | | | | | | - Dave M Kern
- Janssen Research & Development, Horsham, PA, USA
| | - Dong Yun Lee
- Department of Biomedical Informatics, Ajou University School of Medicine, Suwon, South Korea
| | - Rae Woong Park
- Department of Biomedical Informatics, Ajou University School of Medicine, Suwon, South Korea
| | - Jae-Won Jang
- Department of Neurology, Kangwon National University Hospital, Kangwon National University School of Medicine, Chuncheon, South Korea
| | - Celine S L Chui
- School of Nursing, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong, China; School of Public Health, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong, China; Laboratory of Data Discovery for Health, Hong Kong Science and Technology Park, Hong Kong, China
| | | | | | - Kenneth K C Man
- Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong, China; Research Department of Practice and Policy, UCL School of Pharmacy, London, UK; Laboratory of Data Discovery for Health, Hong Kong Science and Technology Park, Hong Kong, China.
| | - Ian C K Wong
- Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong, China; Research Department of Practice and Policy, UCL School of Pharmacy, London, UK; Laboratory of Data Discovery for Health, Hong Kong Science and Technology Park, Hong Kong, China; School of Pharmacy, Medical Sciences Division, Macau University of Science and Technology, Macau, China; Aston Pharmacy School, Aston University, Birmingham, UK.
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Ab Rahman N, Low EV, Lim AH, Ahmad Shanizza AI, Ho SW, Kamal M, Mohamad Yahaya AH, Sivasampu S. Trends in medicine utilisation in public and private healthcare facilities before and during COVID-19: a nationwide analysis of medicine procurement and sales data, 2018-2022. J Pharm Policy Pract 2024; 17:2401468. [PMID: 39328842 PMCID: PMC11425687 DOI: 10.1080/20523211.2024.2401468] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2024] [Accepted: 08/30/2024] [Indexed: 09/28/2024] Open
Abstract
Background There was a fluctuation in medication demand and supply during COVID-19 pandemic. This study aimed to assess the trend of drug utilisation in Malaysia in 2018-2022 and evaluate the impact of COVID-19 on drug utilisation rates. Methods We conducted a repeated cross-sectional study of pharmaceutical sales data from public and private sectors in Malaysia from 2018 to 2022. Drug utilisation rates for the period after the onset of COVID-19 (2020-2022) was compared with the earlier period (2018-2019). Interrupted time-series regression analyses evaluated level and slope changes compared to pre-COVID-19 pandemic level for quarterly rates of drugs utilisation in public and private sectors. Results There was an immediate reduction in the utilisation rates for all drugs after COVID-19 in public (-20.4%; p = 0.043) and private sectors (-22.4%; p = 0.003). In both sectors, significant level changes were observed for anti-infectives, musculoskeletal, neurological, respiratory, and sensory organs preparations following COVID-19 pandemic, followed by a sustained increase in trend from 2020 to 2022. Public sector had a 22.2% reduction in the utilisation of cardiovascular drugs (p = 0.002), particularly for renin-angiotensin system (RAS) agents (-47.4%, p = 0.019). Private sector had large changes for anti-infectives (-53.6%, p < 0.001) and neurological drugs (-51.4%, p < 0.001), driven by an immediate level reduction in antibacterials (-54.2%, p < 0.001) and cough and cold preparations (-59.2%, p < 0.001). Classes with agents used for COVID-19 treatment, such as systemic corticosteroids, antibiotics, and antivirals had an increasing trend between April 2020 and December 2022, although some slope changes were not statistically significant. Conclusion A significant reduction in the overall drug utilisation rates was observed in the public and private sectors in Malaysia as an immediate impact of the COVID-19 pandemic in 2020. The impacts varied by therapeutic class and health sector. This finding provides an understanding of the changing patterns of drug utilisation that were affected by disease outbreaks for future planning of pandemic preparedness.
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Affiliation(s)
- Norazida Ab Rahman
- Institute for Clinical Research, National Institutes of Health, Ministry of Health Malaysia, Shah Alam, Malaysia
| | - Ee Vien Low
- Institute for Health Systems Research, National Institutes of Health, Ministry of Health Malaysia, Shah Alam, Malaysia
| | - Audrey Huili Lim
- Institute for Clinical Research, National Institutes of Health, Ministry of Health Malaysia, Shah Alam, Malaysia
| | | | - See Wan Ho
- Pharmaceutical Services Programme, Ministry of Health Malaysia, Petaling Jaya, Malaysia
| | - Mardhiyah Kamal
- Pharmaceutical Services Programme, Ministry of Health Malaysia, Petaling Jaya, Malaysia
| | | | - Sheamini Sivasampu
- Institute for Clinical Research, National Institutes of Health, Ministry of Health Malaysia, Shah Alam, Malaysia
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Kurdi A, Al Mutairi N, Baker K, M-Amen K, Darweesh O, Karwi H, Seaton A, Sneddon J, Godman B. Impact of COVID-19 pandemic on the utilization and quality of antibiotic use in the primary care setting in England, March 2019-March 2023: a segmented interrupted time series analysis of over 53 million individuals. Expert Rev Anti Infect Ther 2024:1-12. [PMID: 38940069 DOI: 10.1080/14787210.2024.2368816] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2024] [Accepted: 06/12/2024] [Indexed: 06/29/2024]
Abstract
BACKGROUND Amid the COVID-19 pandemic, we evaluated the short-term impact of COVID-19 on antibiotic use in primary care in England, focusing on both antibiotic quantity (overuse) and quality (misuse) of use. RESEARCH DESIGN AND METHODS A population-based segmented interrupted analysis was applied on monthly dispensed antibiotics prescriptions using the Prescription Cost Analysis dataset (March/2019-March/2023). The quantity was assessed using number of items dispensed per 1000 inhabitants (NTI) and defined daily doses per 1000 inhabitants per day (DID), while quality was evaluated using WHO's Access Watch Reserve (AWaRe) classification, the proportion of '4C' antibiotics and the percentage of broad- to narrow-spectrum antibiotics. RESULTS Findings indicate 8.6 (17.2%) and 0.4 (2.6%) increase in the NTI and DID, respectively, with a statistically significant uptick in trend noted after the second lockdown (β5) for 'total antibiotics' for NTI only (β5 = 1.6; 95% CI:0.17, 3.1). Quality assessment showed an increase in 'Access' antibiotics from 77% in March/2019 to 86% in March/2023; however, COVID-19 had no significant impact on WHO AWaRe classes. CONCLUSION COVID-19's impact on antibiotic use quality and quantity appeared to be minimal, though an increase in utilization post-second lockdown coincided with healthcare system recovery. This suggests a nuanced impact of the pandemic, highlighting the importance of continued antimicrobial stewardship.
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Affiliation(s)
- Amanj Kurdi
- Strathclyde Institute of Pharmacy and Biomedical Sciences, Strathclyde University, Glasgow, UK
- Department of Clinical Pharmacy, College of Pharmacy, Hawler Medical University, Kurdistan Regional Governorate, Erbil, Iraq
- College of Pharmacy, Al-Kitab University, Kirkuk, Iraq
- Department of Public Health Pharmacy and Management, School of Pharmacy, Sefako Makgatho Health Sciences University, Pretoria, South Africa
| | - Najla Al Mutairi
- Strathclyde Institute of Pharmacy and Biomedical Sciences, Strathclyde University, Glasgow, UK
| | - Kirmanj Baker
- Department of Surgery, College of Medicine, University of Kirkuk, Kirkuk, Iraq
| | - Karwan M-Amen
- Department of Nursing, College of Nursing, Hawler Medical University, Erbil, Iraq
| | | | - Hardee Karwi
- Depatment of Clinical Pharmacy, Azadi Teaching Hospital, Kirkuk Health Directorate, Ministry of Health, Kirkuk, Iraq
| | - Andrew Seaton
- Department of Internal Medicine, Queen Elizabeth University Hospital, Glasgow, UK
- School of Medicine, University of Glasgow, Glasgow, UK
| | | | - Brian Godman
- Strathclyde Institute of Pharmacy and Biomedical Sciences, Strathclyde University, Glasgow, UK
- Department of Public Health Pharmacy and Management, School of Pharmacy, Sefako Makgatho Health Sciences University, Pretoria, South Africa
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Al Balushi H, Kurdi A, Almutairi N, Baker KI, Amen KM, Karwi H, Seaton A, Godman B. Impact of the COVID-19 pandemic on the utilisation and quality of antibiotic use in the Scottish primary care setting: a population-based segmented interrupted time-series analysis. Expert Rev Anti Infect Ther 2024:1-11. [PMID: 38836493 DOI: 10.1080/14787210.2024.2363485] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2023] [Accepted: 05/30/2024] [Indexed: 06/06/2024]
Abstract
BACKGROUND Inappropriate use of antibiotics is expected to increase during the COVID-19 pandemic, but there are limited data on COVID-19's long-term impact. We assessed the impact of COVID-19 on the quantity and quality of antibiotic use in Scotland. RESEARCH DESIGN AND METHODS A segmented interrupted time series was applied to monthly dispensed antibiotics using prescription cost analysis data from March/2019 to March/2023. Antibiotic use was quantified using the number of items dispensed/1000 inhabitants (TIDs) and defined daily dose/1000 inhabitants/day (DIDs). The quality of antibiotic use was assessed using key quality indicators including the WHO AWaRe classification, proportion of broad-spectrum and "4C"-antibiotics. RESULTS Overall, for all antibiotics, there was a non-significant increase in TIDs and DIDs before the first lockdown (March/2020) (β1), but a decline in the level immediately after the first (β2) and second lockdowns (β4) (November/2020), albeit non-significant. However, a significant increase in the time trend after the second lockdown (β5) for all antibiotic classes was observed. COVID-19 had no negative impact on AWaRe utilisation, with the proportion of all antibiotics from the Access group increasing from 76% in March/2019 to 90% in March/2023. The proportion of "4C" antibiotic reduced significantly after the second lockdown. CONCLUSIONS Neither the utilisation nor the quality of total antibiotic use appeared to have been significantly affected by COVID-19.
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Affiliation(s)
- Hayam Al Balushi
- Strathclyde Institute of Pharmacy and Biomedical Sciences, Strathclyde University, Glasgow, UK
- Directorate General of Pharmaceutical Affairs and Drug Control, Ministry of Health, Oman
| | - Amanj Kurdi
- Strathclyde Institute of Pharmacy and Biomedical Sciences, Strathclyde University, Glasgow, UK
- Department of Clinical Pharmacy, College of Pharmacy, Hawler Medical University, Kurdistan Regional Governorate, Erbil, Iraq
- College of Pharmacy, Al-Kitab University, Kirkuk, Iraq
- Department of Public Health Pharmacy and Management, School of Pharmacy, Sefako Makgatho Health Sciences University, Pretoria, South Africa
| | - Najla Almutairi
- Strathclyde Institute of Pharmacy and Biomedical Sciences, Strathclyde University, Glasgow, UK
| | | | - Karwan M Amen
- Department of Nursing, College of Nursing, Hawler Medical University, Erbil, Iraq
| | - Hardee Karwi
- Azadi Teaching Hospital, Kirkuk Health Directorate, Ministry of Health, Kirkuk, Iraq
| | - Andrew Seaton
- Department of Internal Medicine, Queen Elizabeth University Hospital, Glasgow, UK
- School of Medicine, University of Glasgow, Glasgow, UK
| | - Brian Godman
- Strathclyde Institute of Pharmacy and Biomedical Sciences, Strathclyde University, Glasgow, UK
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Csatordai M, Benkő R, Matuz M, Engi Z, Csupor D, Lengyel C, Doró P. Trends and regional differences in antidiabetic medication use: a nationwide retrospective observational study. Diabetol Metab Syndr 2024; 16:88. [PMID: 38658983 PMCID: PMC11044416 DOI: 10.1186/s13098-024-01334-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Accepted: 04/10/2024] [Indexed: 04/26/2024] Open
Abstract
BACKGROUND The prevalence of diabetes is increasing, and several new drug groups have been authorized and used successfully in the treatment of diabetes, while older drug groups are still in use. Our aim was to assess the utilization tendencies and regional differences in antidiabetic medication consumption in Hungary between 2015 and 2021 and to identify the possible determinants of regional differences in antidiabetic medication use. METHODS For this retrospective drug utilization study, yearly wholesale database was used, which provides total coverage for ambulatory antidiabetic drug sales in Hungary, including both reimbursed and non-reimbursed medications. Data were expressed as Defined Daily Dose per 1000 inhabitants per day (DDD/TID), percentage of total use and the ratio of the highest and lowest utilization values among the counties (max/min ratio). To assess the potential reasons for regional differences in antidiabetic drug use, we analyzed the associations between regional drug utilization data and possible determinants. RESULTS The total national antidiabetic medication use has increased by 7.6% and reached 94.8 DDD/TID in 2021. Regarding antidiabetic subgroups, the use of metformin and novel antidiabetics (DPP4Is, GLP1As and SGLT2Is) and their combinations increased in all counties, while sulfonylurea consumption decreased, and insulin use was stable. In 2021, 19.2-24.1% of the total antidiabetic medication consumption was novel antidiabetics, 39.1-47.2% metformin, 14.8-25.8% sulfonylureas and 23.6-30.5% were insulins. Regional differences in antidiabetic medication consumption were considerable mainly in the case of GLP1As (max/min ratio:3.00), sulfonylureas (2.03) and SGLT2Is (1.92) in 2021. The association between antidiabetic medication use and possible determinants was confirmed in the case of unemployment rate and sulfonylurea use, the number of public medical card holders per ten thousand inhabitants and human insulin and sulfonylurea use. GLP1As were the only antidiabetic drug group that did not correlate with any of the investigated factors. CONCLUSIONS Although novel antidiabetic drug use was growing dynamically in Hungary, sulfonylurea use is still considerable. Differences in antidiabetic drug consumption were substantial between the regions.
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Affiliation(s)
- Márta Csatordai
- Faculty of Pharmacy, Institute of Clinical Pharmacy, University of Szeged, Szikra utca 8, 6725, Szeged, Hungary
- Albert Szent-Györgyi Health Centre, Central Pharmacy, University of Szeged, Szeged, Hungary
| | - Ria Benkő
- Faculty of Pharmacy, Institute of Clinical Pharmacy, University of Szeged, Szikra utca 8, 6725, Szeged, Hungary
- Albert Szent-Györgyi Health Centre, Central Pharmacy, University of Szeged, Szeged, Hungary
| | - Mária Matuz
- Faculty of Pharmacy, Institute of Clinical Pharmacy, University of Szeged, Szikra utca 8, 6725, Szeged, Hungary
- Albert Szent-Györgyi Health Centre, Central Pharmacy, University of Szeged, Szeged, Hungary
| | - Zsófia Engi
- Faculty of Pharmacy, Institute of Clinical Pharmacy, University of Szeged, Szikra utca 8, 6725, Szeged, Hungary
| | - Dezső Csupor
- Faculty of Pharmacy, Institute of Clinical Pharmacy, University of Szeged, Szikra utca 8, 6725, Szeged, Hungary
| | - Csaba Lengyel
- Albert Szent-Györgyi Health Centre, Department of Internal Medicine, University of Szeged, Szeged, Hungary
| | - Péter Doró
- Faculty of Pharmacy, Institute of Clinical Pharmacy, University of Szeged, Szikra utca 8, 6725, Szeged, Hungary.
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Tiger M, Castelpietra G, Wesselhoeft R, Lundberg J, Reutfors J. Utilization of antidepressants, anxiolytics, and hypnotics during the COVID-19 pandemic. Transl Psychiatry 2024; 14:175. [PMID: 38575574 PMCID: PMC10995182 DOI: 10.1038/s41398-024-02894-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Revised: 03/19/2024] [Accepted: 03/25/2024] [Indexed: 04/06/2024] Open
Abstract
Since the onset of the COVID-19 pandemic, there have been concerns over the mental health impact of COVID-19. This is a review of the utilization of antidepressants, anxiolytics, and hypnotics since the COVID-19 pandemic was declared on March the 11th 2020. A number of reports so far have been based on large prescription databases for administrative use at the national or regional level, but mainly in high-income countries. We found studies reporting increased prescription rates of antidepressants, anxiolytics, and hypnotics during March 2020, which has been interpreted as hoarding of such medications. In the following months, most studies of antidepressant prescription rates did not display a clear pattern of change compared with prepandemic trends. In later phases of the pandemic small increases in utilization of antidepressants, with higher than predicted prescription rates, have been the most consistent finding, especially in youth. In most high-income countries, there were increasing trends in utilization of antidepressants also before 2020, which needs to be considered when estimating utilization during the pandemic, whereas for anxiolytics and hypnotics, the prepandemic patterns of prescriptions were more varying. Overall, after March 2020 we could not find any distinct changes in the utilization of anxiolytics and hypnotics during the COVID-19 pandemic. Most studies did not contain information about the prevalence of indicated psychiatric disorders in the studied populations. More studies are needed about the long-term effects of COVID-19, particularly regarding utilization of antidepressants. Research relating antidepressant utilization with the prevalence of major depression and anxiety disorders would promote a better understanding of how well antidepressant prescription rates reflect the needs of the population.
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Affiliation(s)
- Mikael Tiger
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet & Stockholm Health Care Services, Region Stockholm, Sweden.
| | - Giulio Castelpietra
- Outpatient and Inpatient Care Service, Central Health Directorate, Region Friuli Venezia Giulia, Trieste, Italy
- Department Adult 2, Centre Neuchâteloise de Psychiatrie, Marin-Epagnier, Préfargier, Switzerland
| | - Rikke Wesselhoeft
- Clinical Pharmacology, Pharmacy and Environmental Medicine, Department of Public Health, University of Southern Denmark, Odense, Denmark
- Research Unit of Child and Adolescent Psychiatry, Institute for Clinical Research, University of Southern Denmark, Odense, Denmark
- Centre for Pharmacoepidemiology, Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden
| | - Johan Lundberg
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet & Stockholm Health Care Services, Region Stockholm, Sweden
| | - Johan Reutfors
- Centre for Pharmacoepidemiology, Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden
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8
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van den Eijnde SEJD, van der Linden PD, van der Velden AW. Diagnosis-linked antibiotic prescribing quality indicators: demonstrating feasibility using practice-based routine primary care data, reliability, validity and their potential in antimicrobial stewardship. J Antimicrob Chemother 2024; 79:767-773. [PMID: 38334365 DOI: 10.1093/jac/dkae017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Accepted: 01/09/2024] [Indexed: 02/10/2024] Open
Abstract
BACKGROUND Quality indicators (QIs) can be used to obtain valuable insights into prescribing quality. Five quantitative and nine diagnosis-linked QIs, aiming to provide general practitioners (GP) with feedback on their antibiotic prescribing quantity and quality, were previously developed and evaluated in a controlled study. OBJECTIVE To confirm, in a larger non-controlled study, the feasibility of using routinely collected and extracted electronic patient records to calculate the diagnosis-linked QI outcomes for antibiotic prescribing, and their reliability and validity. METHODS Retrospective study involving 299 Dutch general practices using routine care data (2018-2020). QIs describe total antibiotic and subgroup prescribing, prescribing percentages and first-choice prescribing for several clinical diagnoses. Practice variation in QI outcomes, inter-QI outcome correlations and sensitivity of QI outcomes to pandemic-induced change were determined. RESULTS QI outcomes were successfully obtained for 278/299 practices. With respect to reliability, outcomes for 2018 and 2019 were comparable, between-practice variation in outcomes was similar to the controlled pilot, and inter-QI outcome correlations were as expected, for example: high prescribing of second choice antibiotics with low first-choice prescribing for clinical diagnoses. Validity was confirmed by their sensitivity to pandemic-induced change: total antibiotic prescribing decreased from 282 prescriptions/1000 registered patients in 2018 to 216 in 2020, with a decrease in prescribing percentages for upper and lower respiratory infections, from 26% to 18.5%, and from 28% to 16%. CONCLUSIONS This study confirmed the fit-for-purpose (feasibility, reliability and validity) of the antibiotic prescribing QIs (including clinical diagnosis-linked ones) using routinely registered primary health care data as a source. This feedback can therefore be used in antibiotic stewardship programmes to improve GPs' prescribing routines.
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Affiliation(s)
- Sharon E J D van den Eijnde
- Department of Clinical Pharmacy, Tergooi Medical Center, Hilversum, the Netherlands
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Paul D van der Linden
- Department of Clinical Pharmacy, Tergooi Medical Center, Hilversum, the Netherlands
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Alike W van der Velden
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands
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9
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Bělobrádek J, Šídlo L, Philipp T. Influence of practice location on prescribing, diabetes care, and colorectal cancer screening among Czech general practitioners during the COVID-19 pandemic. Epidemiol Health 2024; 46:e2024033. [PMID: 38453333 PMCID: PMC11176716 DOI: 10.4178/epih.e2024033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Accepted: 01/10/2024] [Indexed: 03/09/2024] Open
Abstract
OBJECTIVES The provision of primary health care was not interrupted during the coronavirus disease 2019 (COVID-19) pandemic in Czechia, although the capacity and resources of providers changed. We examined how the pandemic affected individual general practices throughout 2017-2021, focusing on differences between urban and rural practices. METHODS We analysed data from the largest health insurance company in Czechia, which provides care to 4.5 million people (60% of the population). We evaluated the prescription volume, diabetes care procedures, and faecal immunochemical test (FIT) in preventive care and new pandemic-related procedures (remote consultations, testing, and vaccinations). For the spatial distribution of practices, we adapted the Organisation for Economic Cooperation and Development typology. RESULTS We observed minimal declines in 2020 in the rate of prescribing (-1.0%) and diabetes care (-5.1%), with a rapid resumption in 2021, but a substantial decline in FIT (-17.8% in 2020) with slow resumption. Remote consultations were used by 94% of all practices regardless of location, with testing and vaccinations more commonly performed by rural general practitioners (GPs). CONCLUSIONS Primary care in Czechia rose to the challenge of the COVID-19 pandemic, as shown by the finding that the volume of healthcare services provided through primary care did not decrease across most of the monitored parameters. This study also confirmed that rural GPs provide more care in-house, both in terms of prescribing and procedures performed in their practices. Future studies will need to focus on preventive care, which the pandemic has dampened in GP practices in Czechia.
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Affiliation(s)
- Jan Bělobrádek
- Institute of Preventive Medicine, Charles University Faculty of Medicine in Hradec Králové, Hradec Králové, Czech Republic
| | - Luděk Šídlo
- Department of Demography and Geodemography, Charles University Faculty of Science, Praha, Czech Republic
| | - Tom Philipp
- General Health Insurance Company (GHIC), Praha, Czech Republic
- Charles University, Third Faculty of Medicine, Rheumatology and Rehabilitation Clinic, Praha, Czech Republic
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10
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Mattsson M, Hong JA, Frazer JS, Frazer GR, Moriarty F. Trends in medication use at the onset of and during the COVID-19 pandemic in the Republic of Ireland: An interrupted time series study. Basic Clin Pharmacol Toxicol 2024; 134:231-240. [PMID: 37903499 DOI: 10.1111/bcpt.13958] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Revised: 10/20/2023] [Accepted: 10/26/2023] [Indexed: 11/01/2023]
Abstract
The COVID-19 pandemic had a substantial impact on healthcare delivery, particularly in general practice. This study aimed to evaluate how dispensing of medications in primary care in Ireland changed following the COVID-19 pandemic's onset compared to expected trends. This interrupted time series study used data on medications prescribed in general practice 2016-2022 to patient eligible for state health cover, approximately one third of the population. Dispensing volumes for all therapeutic subgroups (ATC2 codes) and commonly dispensed medications were summarized. Pre-pandemic data were used to forecast expected trends (with 99% prediction intervals) using the Holt-Winters method, and these were compared to observed dispensing from March 2020 onwards. Many (31/77) therapeutic subgroups had dispensing significantly different from forecast in March 2020. Drugs for obstructive airway disease had the largest difference, with dispensing 26.2% (99%CI 19.5%-33.6%) higher than forecasted. Only two subgroups were significantly lower than forecasted, other gynaecologicals (17.7% lower, 99%CI 6.3%-26.6%) and dressings (11.6%, 99%CI 9.4%-41.6%). Dispensing of amoxicillin products and oral prednisolone were lower than forecasted in the months following the pandemic's onset, particularly during winter 2020/2021. There was a spike in dispensing for many long-term medications in March 2020, while pandemic restrictions likely contributed to reductions for other medications.
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Affiliation(s)
- Molly Mattsson
- School of Pharmacy and Biomolecular Sciences, RCSI University of Medicine and Health Sciences, Dublin, Ireland
| | - Jung Ah Hong
- School of Pharmacy and Biomolecular Sciences, RCSI University of Medicine and Health Sciences, Dublin, Ireland
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11
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Olamijuwon E, Keenan K, Mushi MF, Kansiime C, Konje ET, Kesby M, Neema S, Asiimwe B, Mshana SE, Fredricks KJ, Sunday B, Bazira J, Sandeman A, Sloan DJ, Mwanga JR, Sabiiti W, Holden MTG. Treatment seeking and antibiotic use for urinary tract infection symptoms in the time of COVID-19 in Tanzania and Uganda. J Glob Health 2024; 14:05007. [PMID: 38236690 PMCID: PMC10795859 DOI: 10.7189/jogh.14.05007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2024] Open
Abstract
Background There is still little empirical evidence on how the outbreak of coronavirus disease 2019 (COVID-19) and associated regulations may have disrupted care-seeking for non-COVID-19 conditions or affected antibiotic behaviours in low- and middle-income countries (LMICs). We aimed to investigate the differences in treatment-seeking behaviours and antibiotic use for urinary tract infection (UTI)-like symptoms before and during the pandemic at recruitment sites in two East African countries with different COVID-19 control policies: Mbarara, Uganda and Mwanza, Tanzania. Methods In this repeated cross-sectional study, we used data from outpatients (pregnant adolescents aged >14 and adults aged >18) with UTI-like symptoms who visited health facilities in Mwanza, Tanzania and Mbarara, Uganda. We assessed the prevalence of self-reported behaviours (delays in care-seeking, providers visited, antibiotics taken) at three different time points, labelled as 'pre-COVID-19 phase' (February 2019 to February 2020), 'COVID-19 phase 1' (March 2020 to April 2020), and 'COVID-19 phase 2' (July 2021 to February 2022). Results In both study sites, delays in care-seeking were less common during the pandemic than they were in the pre-COVID phase. Patients in Mwanza, Tanzania had shorter care-seeking pathways during the pandemic compared to before it, but this difference was not observed in Mbarara, Uganda. Health centres were the dominant sources of antibiotics in both settings. Over time, reported antibiotic use for UTI-like symptoms became more common in both settings. During the COVID-19 phases, there was a significant increase in self-reported use of antibiotics like metronidazole (<30% in the pre-COVID-19 phase to 40% in COVID phase 2) and doxycycline (30% in the pre-COVID-19 phase to 55% in COVID phase 2) that were not recommended for treating UTI-like symptoms in the National Treatment Guidelines in Mbarara, Uganda. Conclusions There was no clear evidence that patients with UTI-like symptoms attending health care facilities had longer or more complex treatment pathways despite strict government-led interventions related to COVID-19. However, antibiotic use increased over time, including some antibiotics not recommended for treating UTI, which has implications for future antimicrobial resistance.
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Affiliation(s)
- Emmanuel Olamijuwon
- School of Geography and Sustainable Development, University of St Andrews, St Andrews, UK
| | - Katherine Keenan
- School of Geography and Sustainable Development, University of St Andrews, St Andrews, UK
| | - Martha F Mushi
- Catholic University of Health and Allied Sciences, Mwanza, Tanzania
| | - Catherine Kansiime
- School of Public Health, College of Health Sciences, Makerere University Kampala, Uganda
| | - Eveline T Konje
- Catholic University of Health and Allied Sciences, Mwanza, Tanzania
| | - Mike Kesby
- School of Geography and Sustainable Development, University of St Andrews, St Andrews, UK
| | - Stella Neema
- Department of Sociology and Anthropology, Makerere University, Kampala, Uganda
| | - Benon Asiimwe
- Department of Medical Microbiology, Makerere University College of Health Sciences, Kampala, Uganda
| | - Stephen E Mshana
- Catholic University of Health and Allied Sciences, Mwanza, Tanzania
| | - Kathryn J Fredricks
- School of Geography and Sustainable Development, University of St Andrews, St Andrews, UK
| | - Benjamin Sunday
- Department of Microbiology, Mbarara University of Science and Technology, Mbarara, Uganda
| | - Joel Bazira
- Department of Microbiology, Mbarara University of Science and Technology, Mbarara, Uganda
| | - Alison Sandeman
- School of Medicine, University of St Andrews, St Andrews, UK
| | - Derek J Sloan
- School of Medicine, University of St Andrews, St Andrews, UK
| | - Joseph R Mwanga
- Catholic University of Health and Allied Sciences, Mwanza, Tanzania
| | - Wilber Sabiiti
- School of Medicine, University of St Andrews, St Andrews, UK
| | | | - CARE Consortium
- School of Geography and Sustainable Development, University of St Andrews, St Andrews, UK
- Catholic University of Health and Allied Sciences, Mwanza, Tanzania
- School of Public Health, College of Health Sciences, Makerere University Kampala, Uganda
- Department of Sociology and Anthropology, Makerere University, Kampala, Uganda
- Department of Medical Microbiology, Makerere University College of Health Sciences, Kampala, Uganda
- Department of Microbiology, Mbarara University of Science and Technology, Mbarara, Uganda
- School of Medicine, University of St Andrews, St Andrews, UK
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12
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Ramadani RV, Svensson M, Hassler S, Hidayat B, Ng N. Effects of the COVID-19 pandemic on healthcare utilization among older adults with cardiovascular diseases and multimorbidity in Indonesia: an interrupted time-series analysis. BMC Public Health 2024; 24:71. [PMID: 38166721 PMCID: PMC10763491 DOI: 10.1186/s12889-023-17568-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Accepted: 12/22/2023] [Indexed: 01/05/2024] Open
Abstract
BACKGROUND The COVID-19 pandemic has disrupted healthcare utilization globally, but little is known about the effects among patients with cardiovascular diseases (CVDs) and other multimorbidities. This study analyzed the impacts of COVID-19 on healthcare utilization for patients aged 30 years and older with cardiovascular diseases (CVDs) with or without other chronic disease comorbidities in Indonesia. METHODS We designed a retrospective cohort study based on the Indonesian National Health Insurance (NHI) sample data from 2016-2020. We defined healthcare utilization as monthly outpatient and inpatient visits related to chronic diseases at the hospital and primary healthcare levels per 10,000 NHI members. We used interrupted time series analysis to evaluate how the healthcare utilization patterns had changed due to the COVID-19 pandemic. RESULTS Overall, hospital outpatient visits decreased by 39% when the pandemic occurred (95% Confidence Interval (CI): 0.48,0.76), inpatient visits by 28% (95% CI: 0.62,0.83), and primary healthcare visits by 34% (95% CI:0.55, 0.81). For patients with CVDs and multimorbidity, hospital outpatient and inpatient visit rates were reduced by 36% and 38%, respectively and primary healthcare visits by 32%. Some insignificant differences in the reduction of out-and inpatient visits were observed across diagnosis groups and regions. CONCLUSION Healthcare utilization among patients with chronic diseases decreased significantly during COVID-19 and consistently across different chronic diseases and regions. To cope with the unmet needs of healthcare utilization in the context of the pandemic, the healthcare system needs to be strengthened to cater to the needs of the population-at-risk, especially for patients with CVDs and multimorbidity.
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Affiliation(s)
- Royasia Viki Ramadani
- School of Public Health and Community Medicine, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden.
- Center for Health Economics and Policy Studies, Faculty of Public Health, Universitas Indonesia, Jakarta, Indonesia.
| | - Mikael Svensson
- School of Public Health and Community Medicine, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Department of Pharmaceutical Outcomes & Policy, College of Pharmacy, University of Florida, Gainesville, USA
| | - Sven Hassler
- Department of Health Sciences, Karlstad University, Karlstad, Sweden
| | - Budi Hidayat
- Center for Health Economics and Policy Studies, Faculty of Public Health, Universitas Indonesia, Jakarta, Indonesia
| | - Nawi Ng
- School of Public Health and Community Medicine, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
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13
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Fernandez-Polo A. Monitoring of antimicrobial consumption in paediatrics. ENFERMEDADES INFECCIOSAS Y MICROBIOLOGIA CLINICA (ENGLISH ED.) 2023; 41:527-528. [PMID: 37923493 DOI: 10.1016/j.eimce.2023.06.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Accepted: 06/24/2023] [Indexed: 11/07/2023]
Affiliation(s)
- Aurora Fernandez-Polo
- Servei de Farmàcia, Hospital Infantil, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain.
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14
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De Clifford-Faugère G, Nguena Nguefack HL, Choinière M, Pagé MG, Blais L, Guénette L, Dorais M, Lacasse A. Trends in Prescription Chronic Pain Medication Use before and during the First Wave of the COVID-19 Pandemic in Québec, Canada: An Interrupted Time Series Analysis. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:6493. [PMID: 37569033 PMCID: PMC10419123 DOI: 10.3390/ijerph20156493] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Revised: 07/14/2023] [Accepted: 07/20/2023] [Indexed: 08/13/2023]
Abstract
BACKGROUND In Canada, a state of health emergency was declared in May 2020 as a result of the COVID-19 pandemic. This study aimed to assess trends in the use of prescription medication for pain management by people living with chronic pain before and during the first wave of the pandemic. METHODS Participants (n = 177) were adults reporting chronic pain who had completed a web-based questionnaire in 2019 and for whom complete longitudinal private and public insurance prescription claims were available. The monthly prevalence of medication use for nonsteroidal anti-inflammatory drugs (NSAIDs), opioids, and prescribed cannabinoids was assessed. An interrupted time series analysis was then performed to evaluate if the COVID-19 pandemic had had an impact on trends in pain medication use. RESULTS The beginning of the first wave of the pandemic was associated with the onset of a downward trend in opioid use (p < 0.05); no such association was found regarding NSAIDs. However, point prevalence of opioid use at the beginning (Nov. 2019) and at the end (Mai 2020) of the study period remained somewhat stable (17.0% vs. 16.4%). Regarding prescribed cannabinoids, a gradual increase in use was observed over the entire study period independently from the impact of the first wave of the pandemic (15.3% vs. 22.6%, p < 0.05). CONCLUSION While the occurrence of the first wave did have an impact on opioid use among people living with chronic pain, access to and use of opioids appear to have returned to normal before the end of the first wave of COVID-19.
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Affiliation(s)
- Gwenaëlle De Clifford-Faugère
- Department of Health Sciences, Université du Québec en Abitibi-Témiscamingue, Rouyn-Noranda, QC J9X 5E4, Canada; (G.D.C.-F.); (H.L.N.N.)
| | - Hermine Lore Nguena Nguefack
- Department of Health Sciences, Université du Québec en Abitibi-Témiscamingue, Rouyn-Noranda, QC J9X 5E4, Canada; (G.D.C.-F.); (H.L.N.N.)
| | - Manon Choinière
- Research Center of the Centre Hospitalier de l’Université de Montréal, Montreal, QC H2X 0A9, Canada; (M.C.); (M.G.P.)
- Department of Anesthesiology and Pain Medicine, Université de Montréal, Montreal, QC H3T 1J4, Canada
| | - M. Gabrielle Pagé
- Research Center of the Centre Hospitalier de l’Université de Montréal, Montreal, QC H2X 0A9, Canada; (M.C.); (M.G.P.)
- Department of Anesthesiology and Pain Medicine, Université de Montréal, Montreal, QC H3T 1J4, Canada
| | - Lucie Blais
- Faculty of Pharmacy, Université de Montréal, Montreal, QC H3T 1J4, Canada;
| | - Line Guénette
- Faculty of Pharmacy, Université Laval, Québec, QC G1V 0A6, Canada;
- Axe Santé des Populations et Pratiques Optimales en Santé, Centre de Recherche du CHU de Québec—Université Laval, Québec, QC G1V 4G2, Canada
| | - Marc Dorais
- StatSciences Inc., Notre-Dame-de-l’Île-Perrot, QC J7V 0S2, Canada;
| | - Anaïs Lacasse
- Department of Health Sciences, Université du Québec en Abitibi-Témiscamingue, Rouyn-Noranda, QC J9X 5E4, Canada; (G.D.C.-F.); (H.L.N.N.)
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Giunchi V, Fusaroli M, Linder E, Villén J, Wettermark B, Nekoro M, Raschi E, Lunghi C, Poluzzi E. The environmental impact of pharmaceuticals in Italy: Integrating healthcare and eco-toxicological data to assess and potentially mitigate their diffusion to water supplies. Br J Clin Pharmacol 2023; 89:2020-2027. [PMID: 37118883 DOI: 10.1111/bcp.15761] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2022] [Revised: 04/08/2023] [Accepted: 04/20/2023] [Indexed: 04/30/2023] Open
Abstract
Pharmaceuticals can reach the environment at all stages of their lifecycle and accumulate in the ecosystem, potentially reaching toxic levels for animals and plants. In recent years, efforts have been made to map and control this hazard. Assessing country-specific environmental risks could drive regulatory actions towards eco-friendlier drug utilization and disposal practices. By starting from a list of 25 environmentally hazardous pharmaceuticals developed by Region Stockholm, we integrated eco-toxicological and 2019-2021 Italian drug utilization data to estimate the environmental impact of pharmaceuticals in Italy. We calculated the risk as the ratio between the predicted environmental concentration (PEC) and the predicted no-effect concentration (PNEC). We found a high risk for levonorgestrel, ciprofloxacin, amoxicillin, azithromycin, venlafaxine, sertraline and diclofenac and a moderate risk for ethinyloestradiol, oestradiol and clarithromycin. This analysis can be periodically performed to identify the pharmaceuticals with the highest risk for the environment and ascertain if containment measures should be implemented.
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Affiliation(s)
- Valentina Giunchi
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Michele Fusaroli
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Elkanah Linder
- Department of Pharmacy, Uppsala University, Uppsala, Sweden
| | - Johanna Villén
- Department of Pharmacy, Uppsala University, Uppsala, Sweden
| | | | - Marmar Nekoro
- Department of Pharmacy, Uppsala University, Uppsala, Sweden
| | - Emanuel Raschi
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Carlotta Lunghi
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
- Department of Health Sciences, Université du Québec à Rimouski, Lévis, Quebec, Canada
| | - Elisabetta Poluzzi
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
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Noninterventional studies in the COVID-19 era: methodological considerations for study design and analysis. J Clin Epidemiol 2023; 153:91-101. [PMID: 36400263 PMCID: PMC9671552 DOI: 10.1016/j.jclinepi.2022.11.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2022] [Revised: 10/27/2022] [Accepted: 11/09/2022] [Indexed: 11/19/2022]
Abstract
The global COVID-19 pandemic has generated enormous morbidity and mortality, as well as large health system disruptions including changes in use of prescription medications, outpatient encounters, emergency department admissions, and hospitalizations. These pandemic-related disruptions are reflected in real-world data derived from electronic medical records, administrative claims, disease or medication registries, and mobile devices. We discuss how pandemic-related disruptions in healthcare utilization may impact the conduct of noninterventional studies designed to characterize the utilization and estimate the effects of medical interventions on health-related outcomes. Using hypothetical studies, we highlight consequences that the pandemic may have on study design elements including participant selection and ascertainment of exposures, outcomes, and covariates. We discuss the implications of these pandemic-related disruptions on possible threats to external validity (participant selection) and internal validity (for example, confounding, selection bias, missing data bias). These concerns may be amplified in populations disproportionately impacted by COVID-19, such as racial/ethnic minorities, rural residents, or people experiencing poverty. We propose a general framework for researchers to carefully consider during the design and analysis of noninterventional studies that use real-world data from the COVID-19 era.
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17
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Lavu A, Janzen D, Aboulatta L, Peymani P, Haidar L, Desrochers B, Alessi-Severini S, Eltonsy S. Prescription trends of antiseizure medications before and during the COVID-19 pandemic. Front Neurol 2023; 14:1135962. [PMID: 37064207 PMCID: PMC10101333 DOI: 10.3389/fneur.2023.1135962] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2023] [Accepted: 03/06/2023] [Indexed: 04/18/2023] Open
Abstract
Introduction Given the lack of evidence on how the COVID-19 pandemic impacted antiseizure medication (ASM) use, we examined the trends of ASMs before and during COVID-19. Methods We conducted a population-based study using provincial-level health databases from Manitoba, Canada, between 1 June 2016 and 1 March 2021. We used interrupted time series autoregressive models to examine changes in the prevalence and incidence of ASM prescription rates associated with COVID-19 public health restrictions. Results Among prevalent users, the COVID-19 pandemic led to a significant increase in new-generation ASMs with a percentage change of 0.09% (p = 0.03) and a significant decrease in incidence use of all ASMs with a percentage change of -4.35% (p = 0.04). Significant trend changes were observed in the prevalent use of new-generation ASMs (p = 0.04) and incidence use of all (p = 0.04) and new-generation ASMs (p = 0.02). Gabapentin and clonazepam prescriptions contributed 37% of prevalent and 54% of incident use. Conclusion With the introduction of public health measures during COVID-19, small but significant changes in the incident and prevalent use of ASM prescriptions were observed. Further studies are needed to examine whether barriers to medication access were associated with potential deterioration in seizure control among patients. Conference presentation The results from this study have been presented as an oral presentation at the 38th ICPE, International Society of Pharmacoepidemiology (ISPE) annual conference in Copenhagen.
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Selke Krulichová I, Selke GW, Bennie M, Hajiebrahimi M, Nyberg F, Fürst J, Garuolienė K, Poluzzi E, Slabý J, Zara Yahni C, Altini M, Fantini MP, Kočí V, McTaggart S, Pontes C, Reno C, Rosa S, Pedrola MT, Udovič M, Wettermark B. Comparison of Drug Prescribing Before and During the
COVID
‐19 Pandemic – A Cross‐national European Study. Pharmacoepidemiol Drug Saf 2022; 31:1046-1055. [PMID: 35791700 PMCID: PMC9350215 DOI: 10.1002/pds.5509] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Revised: 06/19/2022] [Accepted: 07/03/2022] [Indexed: 11/08/2022]
Affiliation(s)
- Iva Selke Krulichová
- Department of Medical Biophysics, Faculty of Medicine in Hradec Králové Charles University Hradec Králové Czech Republic
| | | | - Marion Bennie
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde Glasgow UK
- Public Health Scotland Edinburgh UK
| | | | - Fredrik Nyberg
- School of Public Health and Community Medicine, Sahlgrenska Academy, University of Gothenburg Göteborg Sweden
| | - Jurij Fürst
- Health Insurance Institute of Slovenia Ljubljana Slovenia
| | - Kristina Garuolienė
- Department of Pathology, Forensic Medicine and Pharmacology Institute of Biomedical Sciences, Faculty of Medicine,Vilnius University Vilnius Lithuania
| | - Elisabetta Poluzzi
- Department of Biomedical and Neuromotor Sciences Alma Mater Studiorum – University of Bologna Bologna Italy
| | - Juraj Slabý
- State Institute for Drug Control Praha Czech Republic
| | | | - Mattia Altini
- Healthcare Administration, Azienda Unità Sanitaria Locale della Romagna Ravenna Italy
| | - Maria Pia Fantini
- Department of Biomedical and Neuromotor Sciences Alma Mater Studiorum – University of Bologna Bologna Italy
| | - Václav Kočí
- State Institute for Drug Control Praha Czech Republic
| | | | - Caridad Pontes
- Drug Department Catalan Health Service Barcelona Spain
- Department of Pharmacology, Therapeutics and Toxicology Universitat Autònoma de Barcelona Barcelona Spain
| | - Chiara Reno
- Department of Biomedical and Neuromotor Sciences Alma Mater Studiorum – University of Bologna Bologna Italy
| | - Simona Rosa
- Department of Biomedical and Neuromotor Sciences Alma Mater Studiorum – University of Bologna Bologna Italy
| | | | - Mitja Udovič
- Health Insurance Institute of Slovenia Ljubljana Slovenia
| | - Björn Wettermark
- Department of Pharmacy Uppsala University Uppsala Sweden
- Pharmacy Center, Faculty of Medicine Vilnius University Vilnius Lithuania
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