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丁丙诺啡处方医生数据对2022年HEALing Communities Study社区治疗地理空间可及性的影响

The impact of buprenorphine prescriber data on geospatial access to treatment in HEALing Communities Study communities, 2022.

作者信息

Harris Daniel R, Shrestha Shikhar, Rock Peter, Silwal Anita, Barboza-Salerno Gia, Lewis Olivia, Srinivasan Sumeeta, Stopka Thomas J

机构信息

Institute for Biomedical Informatics, University of Kentucky, Lexington, KY, United States of America.

Department of Public Health and Community Medicine, Tufts University School of Medicine, Boston, MA 02111, United States of America.

出版信息

J Subst Use Addict Treat. 2025 Apr;171:209625. doi: 10.1016/j.josat.2025.209625. Epub 2025 Jan 27.

Abstract

INTRODUCTION

The location of buprenorphine treatment providers in the United States is pivotal to the understanding of regional factors associated with prescription and uptake. We evaluated how distinct data sources of treatment providers and their associated locations contribute to the differences observed when measuring buprenorphine accessibility.

METHODS

We compared buprenorphine treatment provider data from the Drug Enforcement Administration (DEA) and data from the behavioral health treatment locator from the Substance Abuse and Mental Health Services Administration (SAMHSA) for July 2022. Both DEA and SAMHSA data, while similar in spirit, vary substantially in how and why each data set is collected. DEA registration was required by law, while SAMHSA data was an opt-in registry of provider-submitted details. Analyzing the underlying semantics of the data is important for understanding the contextual factors driving observable differences in analytical outputs. We measured accessibility using enhanced two-step floating catchment area (E2SFCA) analysis in three states participating in the HEALing Communities Study (Kentucky, Ohio, Massachusetts). Within communities, we compared decile rankings of accessibility per census tract using each data source. We linked prescribing data from Kentucky's prescription drug monitoring program (PDMP) to measure accessibility using providers prescribing buprenorphine. We explored the significance of localized rank exchanges using neighbor set local indicators of mobility association (LIMA).

RESULTS

The number and rate of providers per capita differed substantially at the community level between data sources in the three states. These differences were less impactful in the spatial context of buprenorphine accessibility, which required both supply and demand in regions smaller than our intervention communities. Shifts did occur when measuring the intercommunity decile ranking of accessibility of census tracts, but LIMA results indicated that these rank exchanges were not significant.

CONCLUSIONS

When analyzing accessibility within a community using E2SFCA analyses, either DEA or SAMHSA data sources are acceptable; linkage to Kentucky's PDMP demonstrated that SAMHSA provider data is equally suitable to PDMP data for research studies involving spatial relationships with providers while being both significantly easier to obtain and less sensitive. When analyzing treatment provider rates per capita, results may vary substantially across these different data sources. Therefore, context must be considered when choosing an appropriate data source to use.

摘要

引言

美国丁丙诺啡治疗提供者的位置对于理解与处方和使用相关的区域因素至关重要。我们评估了治疗提供者及其相关位置的不同数据来源如何导致在衡量丁丙诺啡可及性时观察到的差异。

方法

我们比较了美国缉毒局(DEA)的丁丙诺啡治疗提供者数据和物质滥用与精神健康服务管理局(SAMHSA)行为健康治疗定位器2022年7月的数据。DEA和SAMHSA的数据虽然在本质上相似,但在每个数据集的收集方式和原因上有很大差异。DEA注册是法律要求,而SAMHSA数据是提供者提交详细信息的自愿登记册。分析数据的潜在语义对于理解驱动分析输出中可观察到差异的背景因素很重要。我们在参与“治愈社区研究”的三个州(肯塔基州、俄亥俄州、马萨诸塞州)使用增强型两步浮动集水区(E2SFCA)分析来衡量可及性。在社区内,我们比较了使用每个数据源按人口普查区划分的可及性十分位数排名。我们将肯塔基州处方药监测计划(PDMP)的处方数据与使用开具丁丙诺啡的提供者来衡量可及性相联系。我们使用邻居集局部流动性关联指标(LIMA)探索了局部排名交换的意义。

结果

在这三个州,社区层面数据源之间人均提供者数量和比率存在很大差异。在丁丙诺啡可及性的空间背景下,这些差异影响较小,因为可及性需要小于我们干预社区的区域内的供需情况。在衡量人口普查区可及性的社区间十分位数排名时确实发生了变化,但LIMA结果表明这些排名交换并不显著。

结论

当使用E2SFCA分析在社区内分析可及性时,DEA或SAMHSA数据源均可接受;与肯塔基州PDMP的关联表明,在涉及与提供者的空间关系的研究中,SAMHSA提供者数据与PDMP数据同样适用,同时获取起来明显更容易且敏感性更低。在分析人均治疗提供者比率时,这些不同数据源的结果可能有很大差异。因此,在选择合适的数据源时必须考虑背景情况。

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