Yilei Liu, Scott D Rothenberger, Mina Tadrous, Bryant Shuey, Shanzeh Chaudhry, Katie J Suda
{"title":"阿片类药物和加巴喷丁类药物使用趋势:2012年至2023年72个国家的时间序列分析。","authors":"Yilei Liu, Scott D Rothenberger, Mina Tadrous, Bryant Shuey, Shanzeh Chaudhry, Katie J Suda","doi":"10.1002/pds.70149","DOIUrl":null,"url":null,"abstract":"<p><strong>Purpose: </strong>We compare trends in gabapentinoid and opioid utilization overall and by economic development category. We also sought to predict future trends and assess correlations in gabapentinoid and opioid utilization.</p><p><strong>Methods: </strong>We conducted a repeated cross-sectional analysis of retail prescriptions for 72 countries from Q1 2012 to Q3 2023. We measured standardized units/1000 population for gabapentinoid and opioid sales, stratified by development category, and used time-series models to predict trends for the following 3 years. Granger causality tests examined predictive relationships between gabapentinoid and opioid sales.</p><p><strong>Results: </strong>Global gabapentinoid annual sales rose by 114.5% from 2012 to 2022, with a higher increase in developing (180.9%) than developed economies (110.0%). In contrast, annual opioid sales declined globally by 25.4%, with a 27.9% decrease in developed and a 16.8% increase in developing economies. Assuming current trends persist over the following 3 years, gabapentinoid quarterly sales are forecasted to rise by 7.7% in developed and 18.6% in developing economies, while opioid quarterly sales are expected to decrease by 9.5% and increase by 15.1%, respectively. Granger causality tests indicated that gabapentinoids may predict opioid sales globally for the following year, but opioids did not predict gabapentinoid sales.</p><p><strong>Conclusion: </strong>We evaluated the global trends in gabapentinoid and opioid sales, suggesting important differences in pain management practices across developed and developing economies. Our findings highlight the need to ensure the safe use of gabapentinoids and opioids while balancing proper pain management.</p>","PeriodicalId":19782,"journal":{"name":"Pharmacoepidemiology and Drug Safety","volume":"34 5","pages":"e70149"},"PeriodicalIF":2.4000,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Trends in Opioid and Gabapentinoid Utilization: A Time-Series Analysis Across 72 Countries From 2012 to 2023.\",\"authors\":\"Yilei Liu, Scott D Rothenberger, Mina Tadrous, Bryant Shuey, Shanzeh Chaudhry, Katie J Suda\",\"doi\":\"10.1002/pds.70149\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Purpose: </strong>We compare trends in gabapentinoid and opioid utilization overall and by economic development category. We also sought to predict future trends and assess correlations in gabapentinoid and opioid utilization.</p><p><strong>Methods: </strong>We conducted a repeated cross-sectional analysis of retail prescriptions for 72 countries from Q1 2012 to Q3 2023. We measured standardized units/1000 population for gabapentinoid and opioid sales, stratified by development category, and used time-series models to predict trends for the following 3 years. Granger causality tests examined predictive relationships between gabapentinoid and opioid sales.</p><p><strong>Results: </strong>Global gabapentinoid annual sales rose by 114.5% from 2012 to 2022, with a higher increase in developing (180.9%) than developed economies (110.0%). In contrast, annual opioid sales declined globally by 25.4%, with a 27.9% decrease in developed and a 16.8% increase in developing economies. Assuming current trends persist over the following 3 years, gabapentinoid quarterly sales are forecasted to rise by 7.7% in developed and 18.6% in developing economies, while opioid quarterly sales are expected to decrease by 9.5% and increase by 15.1%, respectively. Granger causality tests indicated that gabapentinoids may predict opioid sales globally for the following year, but opioids did not predict gabapentinoid sales.</p><p><strong>Conclusion: </strong>We evaluated the global trends in gabapentinoid and opioid sales, suggesting important differences in pain management practices across developed and developing economies. Our findings highlight the need to ensure the safe use of gabapentinoids and opioids while balancing proper pain management.</p>\",\"PeriodicalId\":19782,\"journal\":{\"name\":\"Pharmacoepidemiology and Drug Safety\",\"volume\":\"34 5\",\"pages\":\"e70149\"},\"PeriodicalIF\":2.4000,\"publicationDate\":\"2025-05-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Pharmacoepidemiology and Drug Safety\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1002/pds.70149\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"PHARMACOLOGY & PHARMACY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Pharmacoepidemiology and Drug Safety","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1002/pds.70149","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"PHARMACOLOGY & PHARMACY","Score":null,"Total":0}
Trends in Opioid and Gabapentinoid Utilization: A Time-Series Analysis Across 72 Countries From 2012 to 2023.
Purpose: We compare trends in gabapentinoid and opioid utilization overall and by economic development category. We also sought to predict future trends and assess correlations in gabapentinoid and opioid utilization.
Methods: We conducted a repeated cross-sectional analysis of retail prescriptions for 72 countries from Q1 2012 to Q3 2023. We measured standardized units/1000 population for gabapentinoid and opioid sales, stratified by development category, and used time-series models to predict trends for the following 3 years. Granger causality tests examined predictive relationships between gabapentinoid and opioid sales.
Results: Global gabapentinoid annual sales rose by 114.5% from 2012 to 2022, with a higher increase in developing (180.9%) than developed economies (110.0%). In contrast, annual opioid sales declined globally by 25.4%, with a 27.9% decrease in developed and a 16.8% increase in developing economies. Assuming current trends persist over the following 3 years, gabapentinoid quarterly sales are forecasted to rise by 7.7% in developed and 18.6% in developing economies, while opioid quarterly sales are expected to decrease by 9.5% and increase by 15.1%, respectively. Granger causality tests indicated that gabapentinoids may predict opioid sales globally for the following year, but opioids did not predict gabapentinoid sales.
Conclusion: We evaluated the global trends in gabapentinoid and opioid sales, suggesting important differences in pain management practices across developed and developing economies. Our findings highlight the need to ensure the safe use of gabapentinoids and opioids while balancing proper pain management.
期刊介绍:
The aim of Pharmacoepidemiology and Drug Safety is to provide an international forum for the communication and evaluation of data, methods and opinion in the discipline of pharmacoepidemiology. The Journal publishes peer-reviewed reports of original research, invited reviews and a variety of guest editorials and commentaries embracing scientific, medical, statistical, legal and economic aspects of pharmacoepidemiology and post-marketing surveillance of drug safety. Appropriate material in these categories may also be considered for publication as a Brief Report.
Particular areas of interest include:
design, analysis, results, and interpretation of studies looking at the benefit or safety of specific pharmaceuticals, biologics, or medical devices, including studies in pharmacovigilance, postmarketing surveillance, pharmacoeconomics, patient safety, molecular pharmacoepidemiology, or any other study within the broad field of pharmacoepidemiology;
comparative effectiveness research relating to pharmaceuticals, biologics, and medical devices. Comparative effectiveness research is the generation and synthesis of evidence that compares the benefits and harms of alternative methods to prevent, diagnose, treat, and monitor a clinical condition, as these methods are truly used in the real world;
methodologic contributions of relevance to pharmacoepidemiology, whether original contributions, reviews of existing methods, or tutorials for how to apply the methods of pharmacoepidemiology;
assessments of harm versus benefit in drug therapy;
patterns of drug utilization;
relationships between pharmacoepidemiology and the formulation and interpretation of regulatory guidelines;
evaluations of risk management plans and programmes relating to pharmaceuticals, biologics and medical devices.