Introduction: A permanent drug donation box ("drop-box") is one strategy implemented in communities across the United States to reduce the availability of excess controlled medications, including prescription opioids, for diversion. The objective of this study was to examine correlates of the diffusion and implementation of drop-boxes in North Carolina.
Methods: We assessed the number and location of drop-boxes implemented in North Carolina. Cox proportional hazards models were used to examine covariates associated with drop-box implementation in NC counties (n = 100) between 2007 and 2016.
Results: There were 311 drop-boxes implemented in 91 (out of 100) counties. Most drop-boxes were in law enforcement agencies (78.8%) and a growing number were in pharmacies (14.5%). Counties with a higher percentage of whites, more educated residents, a substance abuse prevention coalition, higher rates of controlled medications dispensed and prescription opioid overdose, and that were Appalachian were more likely to be early adopters. Rural counties were less likely to have a drop-box. In the multivariate model, only higher rate of controlled medicines dispensed was significant.
Conclusions: A growing number of drop-boxes are being implemented in law enforcement offices and pharmacies. Given that communities with higher rates of controlled medication dispensing likely have the highest need for disposal opportunities, it is promising that they are early adopters of drop-boxes. Future research should assess the effectiveness of drop-boxes as they become more widespread in a variety of locations.
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http://dx.doi.org/10.1016/j.addbeh.2018.03.029 | DOI Listing |
IEEE Trans Ultrason Ferroelectr Freq Control
February 2023
Despite its popularity in literature, there are few examples of machine learning (ML) being used for industrial nondestructive evaluation (NDE) applications. A significant barrier is the 'black box' nature of most ML algorithms. This paper aims to improve the interpretability and explainability of ML for ultrasonic NDE by presenting a novel dimensionality reduction method: Gaussian feature approximation (GFA).
View Article and Find Full Text PDFAddict Behav
November 2018
Department of Public Health Education, University of North Carolina at Greensboro, Greensboro, NC, USA.
Introduction: A permanent drug donation box ("drop-box") is one strategy implemented in communities across the United States to reduce the availability of excess controlled medications, including prescription opioids, for diversion. The objective of this study was to examine correlates of the diffusion and implementation of drop-boxes in North Carolina.
Methods: We assessed the number and location of drop-boxes implemented in North Carolina.
ABNF J
February 2006
Pediatric Nurse Practitioner Distance Education Program, Hampton University, School of Nursing, USA.
The Hampton University School of Nursing has implemented a Pediatric Nurse Practitioner Distance Education Program that utilizes the Blackboard Learning System, which was designed to transform the Internet into a powerful environment for the educational experience. The Interne, however, may be a new learning environment for many nurses seeking a graduate degree. The Blackboard platform allows for synchronous, real-time activities such as chat rooms, and asynchronous, delayed, activities such as discussion boards and digital drop boxes that can be used for student-to-instructor and instructor-to-student document transfer.
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