Systematic evaluation of state policy interventions targeting the US opioid epidemic, 2007-2018

B Lee, W Zhao, KC Yang, YY Ahn… - JAMA network open, 2021 - jamanetwork.com
Importance In response to the increase in opioid overdose deaths in the United States, many
states recently have implemented supply-controlling and harm-reduction policy measures …

Health information technology and doctor shopping: a systematic review

CS Kruse, B Kindred, S Brar, G Gutierrez, K Cormier - Healthcare, 2020 - mdpi.com
Doctor shopping is the practice of visiting multiple physicians to obtain multiple
prescriptions. Health information technology (HIT) allows healthcare providers and patients …

Analytic advances in social networks and health in the twenty-first century

A Chapman, AM Verdery… - Journal of health and …, 2022 - journals.sagepub.com
The study of social networks is increasingly central to health research for medical
sociologists and scholars in other fields. Here, we review the innovations in theory …

Graph-based machine learning improves just-in-time defect prediction

J Bryan, P Moriano - Plos one, 2023 - journals.plos.org
The increasing complexity of today's software requires the contribution of thousands of
developers. This complex collaboration structure makes developers more likely to introduce …

“Doctor and pharmacy shopping”: A fading signal for prescription opioid use monitoring?

C Delcher, DR Harris, C Park, GK Strickler… - Drug and alcohol …, 2021 - Elsevier
Background The term “doctor and pharmacy shopping” colloquially describes patients with
high multiple provider episodes (MPEs)-a threshold count of distinct prescribers and/or …

Comparing measures of centrality in bipartite patient-prescriber networks: A study of drug seeking for opioid analgesics

KC Yang, B Aronson, M Odabas, YY Ahn, BL Perry - Plos one, 2022 - journals.plos.org
Visiting multiple prescribers is a common method for obtaining prescription opioids for
nonmedical use and has played an important role in fueling the United States opioid …

Defining “doctor shopping” with dispensing data: a scoping review

C Delcher, J Bae, Y Wang, M Doung, DS Fink… - Pain …, 2022 - academic.oup.com
Background “Doctor shopping” typically refers to patients that seek controlled substance
prescriptions from multiple providers with the presumed intent to obtain these medications …

[HTML][HTML] Associations between mobility patterns and COVID-19 deaths during the pandemic: A network structure and rank propagation modelling approach

F Irini, AN Kia, D Shannon, T Jannusch, F Murphy… - Array, 2021 - Elsevier
Abstract Background From February 2020, both urban and rural Ireland witnessed the rapid
proliferation of the COVID-19 disease throughout its counties. During this period, the …

New means, new measures: assessing prescription drug‐seeking indicators over 10 years of the opioid epidemic

BL Perry, M Odabaş, KC Yang, B Lee, P Kaminski… - …, 2022 - Wiley Online Library
Background and aims Prescription drug‐seeking (PDS) from multiple prescribers is a
primary means of obtaining prescription opioids; however, PDS behavior has probably …

Network analysis of US non-fatal opioid-involved overdose journeys, 2018–2023

LH McCabe, N Masuda, S Casillas, N Danneman… - Applied Network …, 2024 - Springer
We present a nation-wide network analysis of non-fatal opioid-involved overdose journeys
in the United States. Leveraging a unique proprietary dataset of Emergency Medical …