Background: Patients on long-term opioid therapy are particularly vulnerable to disruptions in medication access, especially during traumatic and chaotic events such as wildfires and other natural disasters.
Objectives: To determine whether past highly destructive California wildfires were associated with disrupted access to prescription opioids for patients receiving long-term, and therefore physically dependent on, opioid medications.
Methods: Using California prescription drug monitoring program data, this retrospective study selected patients with long-term prescription opioid use episodes residing in ZIP code tabulation areas impacted by either the Camp Fire or Tubbs Fire. Autoregressive integrated moving average time series models were fit to pre-fire data to forecast post-fire expected values and then compared with observed post-fire data, specifically for weekly proportions of long-term episodes with early fills, late fills, changes in patients' prescriber and pharmacy, and fills within a different ZIP code tabulation area than the patient's residence.
Results: After the Camp Fire, there were significant spikes in the proportions of early fills (peak at 56% of total, week 1 after fire), late fills (peak at 29%, week 6), and immediate significant increases in prescriber (peak at 37%, week 3) and pharmacy changes (peak at 71%, week 1) in high-impact ZIP code tabulation areas. Low-impact ZIP code tabulation areas experienced no similar disruptions. Disruptions due to the Tubbs Fire were far less severe.
Conclusion: Access to prescription opioids was greatly disrupted for patients living in areas most impacted by the Camp Fire. Future research should explore effectiveness of current state and federal controlled substance prescribing policies to determine what improvements are needed to minimize disruptions in medication access due to wildfires and other natural disasters.
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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC9637732 | PMC |
http://dx.doi.org/10.1016/j.japh.2022.05.012 | DOI Listing |
J Rural Health
January 2025
North Carolina Rural Health Research Program, Cecil G. Sheps Center for Health Services Research, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.
Purpose: To provide a new approach for defining rural hospital markets.
Methods: First, we estimated models of hospital choice. We defined hospitals in the choice set using nationwide hospital data from the Healthcare Cost Report Information System (HCRIS).
J Am Acad Orthop Surg
January 2025
From the Department of Orthopaedic Surgery, Stanford University, Stanford, CA (Schultz), Department of Orthopaedic Surgery, University of Pennsylvania, Philadelphia, PA (Zhuang), Department of Orthopaedic Surgery, University of California-San Francisco, San Francisco, CA (Shapiro), Department of Orthopaedic Surgery, VOICES Health Policy Research Center, Stanford University, Stanford, CA (Kamal).
Background: Social drivers of health (SDOH) are area-level, nonmedical factors that affect health outcomes. By contrast, health-related social needs (HRSNs) are individual patient reported and are being deployed in some payment models. SDOH are often used to broadly represent health disparities of communities through metrics, such as the Social Vulnerability Index (SVI); however, the association of area-level SVI to individual HRSNs has not been well studied in hand surgery, which has implications for addressing social risks to improve health and in quality measurement.
View Article and Find Full Text PDFPNAS Nexus
January 2025
Department of Psychology, University of Wisconsin-Madison, 1202 W Johnson St, Madison, WI 53706, USA.
Mass shootings are devastating events. Communities can cope with the ensuing trauma in a number of ways, including changing their behavioral patterns. Using point-of-sale data from 35,000 individual retailers, including more than half of all American grocery and drugstore purchases, and all American mass shootings from 2006 to 2019, we find, in a set of two-way fixed-effects counterfactual analyses, that a mass shooting in a given community (the area covered by the ZIP-3 code) predicts a significant increase in the sales of alcohol that lasts at least 2 years past the shooting.
View Article and Find Full Text PDFBackground: In 2011, the Veterans Health Administration (VHA) undertook multidisciplinary efforts to improve care for patients with nonhealing foot ulcers and reduce leg amputation rates. This article examines the impact of interdisciplinary care for amputation prevention in the VHA.
Methods: The VHA patient population was characterized using internal registries.
J Public Health Manag Pract
January 2025
Author Affiliations: Interdisciplinary Environmental Sciences and Health (Ms Williams and Dr Yang) and School of Public Health (Dr Lu, Dr Weber, Dr Cook, Mr Wang, and Dr Yang), University of Nevada Reno, Reno, Nevada.
Objectives: To investigate the association between smoking behavior and COVID-19 hospitalization, integrating individual and regional factors such as community resilience and social determinants of health (SDOH), addressing gaps in existing research.
Design: Retrospective cohort study utilizing multilevel analytical methods to evaluate the effects of individual smoking status and regional SDOH on COVID-19 hospitalization.
Setting: Washoe County, Nevada, during the first year of the COVID-19 pandemic (March 5, 2020, to April 30, 2021).
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