Physician Behavior in the Presence of a Secondary Market: The Case of Prescription Opioids
中文摘要
本文考察药物分流如何影响医生的处方行为以及处方药在均衡状态下的健康影响。处方阿片类药物是一类经常被开具、也经常被分流的药物,处于美国历史上最严重药物危机的核心。本文以此为例,构建并估计了一个存在二级市场且纳入患者搜寻行为的医生行为模型。为获得处方阿片类药物用于医疗目的或滥用,患者在合法的一级市场上搜寻医生,或转向非法的二级市场。医生既关心自身行为对人群健康的影响,也关心门诊收入,因此在开具处方时会考虑患者可能在二级市场上转售其处方的情况。模型表明,分流的可能性往往会使开药严格的医生更加不愿开具处方,同时促使开药宽松的医生放宽处方门槛,从而加剧开药较宽松与较严格的医生之间的处方差异。估计结果显示,二级市场的存在促使大多数医生更加谨慎地开具处方,使处方更接近最优水平,但也通过将处方重新配置用于滥用而造成危害。
Abstract
This paper examines how drug diversion influences the prescribing practices of physicians and the equilibrium health impacts of prescription medications. Focusing on the case of prescription opioids, a commonly prescribed and frequently diverted medication at the heart of the worst drug crisis in U.S. history, I design and estimate a model of physician behavior in the presence of a secondary market with patient search. To access prescription opioids for medical purposes or misuse, patients search over physicians on the legal primary market or turn to an illegal secondary market. Physicians, who care both about their impact on population health and their revenue from office visits, take into account the possibility that patients might resell their prescriptions on the secondary market when prescribing. The model demonstrates that the potential for diversion will tend to make strict physicians more hesitant in their prescribing while leading lenient prescribers to loosen their prescription thresholds, thereby exacerbating prescribing differences between more and less lenient physicians. Estimates reveal that the presence of a secondary market induces most physicians to be more careful in their prescribing, which brings prescriptions closer to their optimal level, but also causes harm through the reallocation of prescriptions for abuse.