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来源类型 | Working Paper |
规范类型 | 报告 |
DOI | 10.3386/w24947 |
来源ID | Working Paper 24947 |
The Problem of Data Quality in Analyses of Opioid Regulation: The Case of Prescription Drug Monitoring Programs | |
Jill Horwitz; Corey S. Davis; Lynn S. McClelland; Rebecca S. Fordon; Ellen Meara | |
发表日期 | 2018-09-03 |
出版年 | 2018 |
语种 | 英语 |
摘要 | States, which have the primary legal role in regulating the prescribing and dispensing of prescription medications, have created Prescription Drug Monitoring Programs (PDMP) to try to reduce inappropriate prescribing, dispensing, and related harm. Research assessing whether these interventions are effective has produced inconclusive and contradictory results. Here we examine whether different data sources may have contributed to the varying results. Specifically, we: 1) identify the decisions inherent in creating such a dataset; 2) discuss the public data sources used by researchers in previous work; 3) develop and apply a detailed research protocol to create a novel PDMP law dataset; and 4) to illustrate potential consequences of data choice, apply various data sources to analyze the relationship between PDMP laws and prescribing and dispensing of opioids among disabled Medicare beneficiaries. We find that our dates differ from those in existing datasets, sometimes by many years. The regression analyses generated a twofold difference in point estimates, as well as different signed estimates, depending on the data used. We conclude that the lack of transparency about data assembly in existing datasets, differences among dates by source, and the regression results raise concerns for PDMP researchers and policymakers. |
主题 | Health, Education, and Welfare ; Health ; Other ; Law and Economics |
URL | https://www.nber.org/papers/w24947 |
来源智库 | National Bureau of Economic Research (United States) |
引用统计 | |
资源类型 | 智库出版物 |
条目标识符 | http://119.78.100.153/handle/2XGU8XDN/582621 |
推荐引用方式 GB/T 7714 | Jill Horwitz,Corey S. Davis,Lynn S. McClelland,et al. The Problem of Data Quality in Analyses of Opioid Regulation: The Case of Prescription Drug Monitoring Programs. 2018. |
条目包含的文件 | ||||||
文件名称/大小 | 资源类型 | 版本类型 | 开放类型 | 使用许可 | ||
w24947.pdf(222KB) | 智库出版物 | 限制开放 | CC BY-NC-SA | 浏览 |
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