Lock-in programs are proliferating among private and public payers to restrict access to controlled substance prescriptions and enhance care coordination for patients exhibiting high-risk use of, primarily, opioids. Patients enrolled in lock-in programs are required to seek opioids from a designated provider and pharmacy for insurance coverage of their opioid and benzodiazepine prescriptions. Lock-in program restrictions are often circumvented by patients through out-of-pocket cash purchases of opioid prescriptions, undermining the program's intended function. This study sought to construct and explain trajectories of Medicaid-covered and cash pay opioid prescription fills among adults enrolled in an opioid lock-in program. : We used sequential explanatory mixed methods, which involved a quantitative retrospective cohort analysis of opioid fill trajectories using North Carolina Medicaid administrative claims data linked with state prescription drug monitoring program data, followed by qualitative semi-structured interviews with North Carolina pharmacists. The quantitative component included adults enrolled in the North Carolina Medicaid lock-in program between 10/1/2010-3/31/2012. The qualitative component included a maximum variation sample of community pharmacists in North Carolina delivering care to lock-in patients. Quantitative outcomes included group-based trajectories of monthly Medicaid-covered and cash pay opioid prescription fills six months before and after LIP enrollment, and qualitative analyses generated themes explaining observed trajectories. : Two-thirds of subjects exhibited reduced Medicaid-covered opioid prescription fills and no increase in cash pay fills after lock-in enrollment, with one-third exhibiting increased cash pay fills after lock-in. Pharmacists attributed increases in cash pay fills primarily to illicit behaviors, while some cash pay behavior likely reflected new unintended barriers to care. : Lock-in programs appear to reduce prescription opioid use for most enrolled patients. However, lock-in programs may have limited capacity to deter illicit behaviors among patients intent on abusing, misusing, or diverting these medications and may introduce new access barriers to necessary care for some.
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http://dx.doi.org/10.1080/08897077.2019.1674239 | DOI Listing |
Behav Sci (Basel)
November 2024
School of Communication, Soochow University, Suzhou 215031, China.
Rapidly changing digital technologies are reconfiguring the way human society lives, indicating that more and more middle-aged and older adults will lead a digital life in the future. Whether digital technology for today can effectively improve the quality of digital life of this cohort is the focus of this study. This study proposed a "cognitive-emotional-behavioral" model and situated the use of the Extreme Edition App as a cross-sectional research object.
View Article and Find Full Text PDFPLoS One
January 2025
Business School, Shandong Normal University, Jinan, China.
Reputation is the most important intangible asset of merchants. In the e-commerce platform market, reputation information has become an important signal of product quality. However, with increasingly fierce competition among merchants on these platforms, violations of reputation information, such as "click farming," "cash rebate for favorable comments," and "pay per click," have caused information asymmetry and adverse selection.
View Article and Find Full Text PDFHeliyon
October 2024
Mathematical Science Department, University of Malawi, Malawi.
Health Aff Sch
September 2024
Center for Health Systems Effectiveness, Oregon Health and Science University, Portland, OR 97239, USA.
Cost and insurance coverage remain important barriers to mental health care, including psychotherapy and mental health counseling services ("psychotherapy"). While data are scant, psychotherapy services are often delivered in private practice settings, where providers frequently do not take insurance and instead rely on direct pay. In this cross-sectional analysis, we use a large national online directory of 175 083 psychotherapy providers to describe characteristics of private practice psychotherapy providers who accept and do not accept insurance, and assess self-reported private pay rates.
View Article and Find Full Text PDFTher Adv Med Oncol
August 2024
Department of Epidemiology and Data Science, Amsterdam University Medical Centers, Amsterdam, The Netherlands.
Background: Current patient selection for adjuvant chemotherapy (ACT) after curative surgery for stage II colon cancer (CC) is suboptimal, causing overtreatment of high-risk patients and undertreatment of low-risk patients. Postoperative circulating tumor DNA (ctDNA) could improve patient selection for ACT.
Objectives: We conducted an early model-based evaluation of the (cost-)effectiveness of ctDNA-guided selection for ACT in stage II CC in the Netherlands to assess the conditions for cost-effective implementation.
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