Literature DB >> 33913205

Linkage of public health and all payer claims data for population-level opioid research.

Sara E Hallvik1, Nazanin Dameshghi1, Sanae El Ibrahimi1,2, Michelle A Hendricks1, Christi Hildebran1, Carissa J Bishop1, Scott G Weiner3,4.   

Abstract

OBJECTIVE: Our objective is to describe how we combine, at an individual level, multiple administrative datasets to create a Comprehensive Opioid Risk Registry (CORR). The CORR will characterize the role that individual characteristics, household characteristics, and community characteristics have on an individual's risk of opioid use disorder or opioid overdose. DATA SOURCES: Study data sources include the voluntary Oregon All Payer Claims Database (APCD), American Community Survey Census Data, Oregon Death Certificate data, Oregon Hospital Discharge Data (HDD), and Oregon Prescription Drug Monitoring (PDMP) Data in 2013-2018. STUDY
DESIGN: To create the CORR we first prepared the APCD data set by cleaning and geocoding addresses, creating a community grouper and adding census indices, creating household grouper, and imputing patient race. Then we deployed a probabilistic linkage methodology to incorporate other data sources maintaining compliance with strict data governance regulations. DATA COLLECTION/EXTRACTION
METHODS: Administrative datasets were obtained through an executed data use agreement with each data owner. The APCD served as the population universe to which all other data sources were linked. PRINCIPAL
FINDINGS: There were 3 628 992 unique people in the APCD over the entire study period. We identified 968 767 unique households in 2013 and 1 209 236 in 2018, and geocoded patient addresses representing all census tracts in Oregon. Census, death certificate, HDD, and PDMP datasets were successfully linked to this population universe.
CONCLUSIONS: This methodology can be replicated in other states and may also apply to a broad array of health services research topics.
© 2021 John Wiley & Sons Ltd.

Entities:  

Keywords:  administrative data; health services research; linkage; opioids; pharmacoepidemiology

Mesh:

Substances:

Year:  2021        PMID: 33913205      PMCID: PMC8172471          DOI: 10.1002/pds.5259

Source DB:  PubMed          Journal:  Pharmacoepidemiol Drug Saf        ISSN: 1053-8569            Impact factor:   2.732


  18 in total

1.  Health services research and data linkages: issues, methods, and directions for the future.

Authors:  Cathy J Bradley; Lynne Penberthy; Kelly J Devers; Debra J Holden
Journal:  Health Serv Res       Date:  2010-08-02       Impact factor: 3.402

2.  Measuring Community Vulnerability to Natural and Anthropogenic Hazards: The Centers for Disease Control and Prevention's Social Vulnerability Index.

Authors:  Barry E Flanagan; Elaine J Hallisey; Erica Adams; Amy Lavery
Journal:  J Environ Health       Date:  2018-06       Impact factor: 1.179

3.  One-Year Mortality of Patients After Emergency Department Treatment for Nonfatal Opioid Overdose.

Authors:  Scott G Weiner; Olesya Baker; Dana Bernson; Jeremiah D Schuur
Journal:  Ann Emerg Med       Date:  2019-06-20       Impact factor: 5.721

4.  Association Between Initial Opioid Prescribing Patterns and Subsequent Long-Term Use Among Opioid-Naïve Patients: A Statewide Retrospective Cohort Study.

Authors:  Richard A Deyo; Sara E Hallvik; Christi Hildebran; Miguel Marino; Eve Dexter; Jessica M Irvine; Nicole O'Kane; Joshua Van Otterloo; Dagan A Wright; Gillian Leichtling; Lisa M Millet
Journal:  J Gen Intern Med       Date:  2016-08-02       Impact factor: 5.128

5.  Emergency Department Prescription Opioids as an Initial Exposure Preceding Addiction.

Authors:  Megan M Butler; Rachel M Ancona; Gillian A Beauchamp; Cyrus K Yamin; Erin L Winstanley; Kimberly W Hart; Andrew H Ruffner; Shawn W Ryan; Richard J Ryan; Christopher J Lindsell; Michael S Lyons
Journal:  Ann Emerg Med       Date:  2016-02-11       Impact factor: 5.721

6.  Effect of Age on Opioid Prescribing, Overdose, and Mortality in Massachusetts, 2011 to 2015.

Authors:  Adam J Rose; Ryan McBain; Megan S Schuler; Marc R LaRochelle; David A Ganz; Vikram Kilambi; Bradley D Stein; Dana Bernson; Kenneth Kwan Ho Chui; Thomas Land; Alexander Y Walley; Thomas J Stopka
Journal:  J Am Geriatr Soc       Date:  2018-11-24       Impact factor: 5.562

7.  Neighborhood socioeconomic disadvantage and 30-day rehospitalization: a retrospective cohort study.

Authors:  Amy J H Kind; Steve Jencks; Jane Brock; Menggang Yu; Christie Bartels; William Ehlenbach; Caprice Greenberg; Maureen Smith
Journal:  Ann Intern Med       Date:  2014-12-02       Impact factor: 25.391

8.  Medication for Opioid Use Disorder After Nonfatal Opioid Overdose and Association With Mortality: A Cohort Study.

Authors:  Marc R Larochelle; Dana Bernson; Thomas Land; Thomas J Stopka; Na Wang; Ziming Xuan; Sarah M Bagley; Jane M Liebschutz; Alexander Y Walley
Journal:  Ann Intern Med       Date:  2018-06-19       Impact factor: 25.391

9.  Reducing Public Health Risk During Disasters: Identifying Social Vulnerabilities.

Authors:  Amy Wolkin; Jennifer Rees Patterson; Shelly Harris; Elena Soler; Sherry Burrer; Michael McGeehin; Sandra Greene
Journal:  J Homel Secur Emerg Manag       Date:  2015-06-16

10.  Drug and Opioid-Involved Overdose Deaths - United States, 2017-2018.

Authors:  Nana Wilson; Mbabazi Kariisa; Puja Seth; Herschel Smith; Nicole L Davis
Journal:  MMWR Morb Mortal Wkly Rep       Date:  2020-03-20       Impact factor: 17.586

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  4 in total

1.  The Massachusetts public health data warehouse and the opioid epidemic: A qualitative study of perceived strengths and limitations for advancing research.

Authors:  Elizabeth A Evans; Elizabeth Delorme; Karl D Cyr; Kimberley H Geissler
Journal:  Prev Med Rep       Date:  2022-05-31

Review 2.  COVID-19-related adaptations to the implementation and evaluation of a clinic-based intervention designed to improve opioid safety.

Authors:  Anna R Morgan; Michelle A Hendricks; Sanae El Ibrahimi; Sara E Hallvik; Brigit Hatch; Caitlin Dickinson; Dagan Wright; Michael A Fischer
Journal:  Drugs Context       Date:  2021-12-15

3.  Opioid-related overdose and chronic use following an initial prescription of hydrocodone versus oxycodone.

Authors:  Scott G Weiner; Michelle A Hendricks; Sanae El Ibrahimi; Grant A Ritter; Sara E Hallvik; Christi Hildebran; Roger D Weiss; Edward W Boyer; Diana P Flores; Lewis S Nelson; Peter W Kreiner; Michael A Fischer
Journal:  PLoS One       Date:  2022-04-05       Impact factor: 3.240

4.  Factors Associated With Opioid Overdose After an Initial Opioid Prescription.

Authors:  Scott G Weiner; Sanae El Ibrahimi; Michelle A Hendricks; Sara E Hallvik; Christi Hildebran; Michael A Fischer; Roger D Weiss; Edward W Boyer; Peter W Kreiner; Dagan A Wright; Diana P Flores; Grant A Ritter
Journal:  JAMA Netw Open       Date:  2022-01-04
  4 in total

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