Literature DB >> 32388492

Leveraging health information exchange for clinical research: Extreme underreporting of hospital service utilization among patients with substance use disorders.

Jan Gryczynski1, Courtney D Nordeck2, Ross D Martin3, Christopher Welsh4, Robert P Schwartz2, Shannon Gwin Mitchell2, Jerome H Jaffe2.   

Abstract

BACKGROUND: Substance use disorders are associated with inefficient and fragmented use of healthcare services. The Chesapeake Regional Information System for Our Patients, Inc. (CRISP) is a Health Information Exchange (HIE) linking disparate systems of care in the mid-Atlantic region.
METHODS: This article describes applications of HIE for tracking hospital service utilization in substance use disorder clinical and services research, drawing upon data from one of the first studies approved to access the CRISP HIE. Participants were 200 medical/surgical inpatients with comorbid opioid, cocaine, and/or alcohol use disorder (45.5 % female; 56.5 % black; 77.5 % opioid use disorder; 42.0 % homeless). This study compared HIE-identified hospital service utilization with conventional methods of participant self-report during in-person research follow-ups (3-, 6-, and 12-months post-discharge) and electronic health record (EHR) review from the hospital system of the index admission.
RESULTS: This sample exhibited high levels of hospital utilization, which would have been underestimated using conventional methods. Relying exclusively on self-report in the 12-month observation period would have identified only 33.8 % of 429 inpatient hospitalizations and 9.0 % of 1,287 ED visits, due to both loss-to-follow-up and failure to report events. Even combining self-report with single-system EHR review identified only 66.2 % of inpatient hospitalizations and 59.8 % of ED visits.
CONCLUSIONS: CRISP HIE data were superior to conventional methods for ascertaining hospital service utilization in this sample of patients exhibiting high-volume and fragmented care. The use of HIE holds implications for improving rigor, safety, and efficiency in research studies.
Copyright © 2020 Elsevier B.V. All rights reserved.

Entities:  

Keywords:  Emergency department; Health information exchange; Hospitalization; Self-report; Substance use disorder

Mesh:

Year:  2020        PMID: 32388492      PMCID: PMC7299087          DOI: 10.1016/j.drugalcdep.2020.107992

Source DB:  PubMed          Journal:  Drug Alcohol Depend        ISSN: 0376-8716            Impact factor:   4.492


  25 in total

Review 1.  Self-reported utilization of health care services: improving measurement and accuracy.

Authors:  Aman Bhandari; Todd Wagner
Journal:  Med Care Res Rev       Date:  2006-04       Impact factor: 3.929

2.  Hospital electronic health information exchange grew substantially in 2008-12.

Authors:  Michael F Furukawa; Vaishali Patel; Dustin Charles; Matthew Swain; Farzad Mostashari
Journal:  Health Aff (Millwood)       Date:  2013-08       Impact factor: 6.301

3.  A survey of health information exchange organizations in the United States: implications for meaningful use.

Authors:  Julia Adler-Milstein; David W Bates; Ashish K Jha
Journal:  Ann Intern Med       Date:  2011-05-17       Impact factor: 25.391

4.  The Adequacy of Individual Hospital Data to Identify High Utilizers and Assess Community Health.

Authors:  David Horrocks; Donna Kinzer; Scott Afzal; Jenner Alpern; Joshua M Sharfstein
Journal:  JAMA Intern Med       Date:  2016-06-01       Impact factor: 21.873

5.  Concurrent validation of substance abusers self-reports against collateral information: percentage agreement vs. kappa vs. Yule's Y.

Authors:  N G Hoffmann; F G Ninonuevo
Journal:  Alcohol Clin Exp Res       Date:  1994-04       Impact factor: 3.455

6.  Reliability of the Timeline Followback for cocaine, cannabis, and cigarette use.

Authors:  Sean M Robinson; Linda Carter Sobell; Mark B Sobell; Gloria I Leo
Journal:  Psychol Addict Behav       Date:  2012-12-31

7.  Acute care hospital utilization among medical inpatients discharged with a substance use disorder diagnosis.

Authors:  Alexander Y Walley; Michael Paasche-Orlow; Eugene C Lee; Shaula Forsythe; Veerappa K Chetty; Suzanne Mitchell; Brian W Jack
Journal:  J Addict Med       Date:  2012-03       Impact factor: 3.702

8.  Understanding Patterns Of High-Cost Health Care Use Across Different Substance User Groups.

Authors:  Jan Gryczynski; Robert P Schwartz; Kevin E O'Grady; Lauren Restivo; Shannon G Mitchell; Jerome H Jaffe
Journal:  Health Aff (Millwood)       Date:  2016-01       Impact factor: 6.301

Review 9.  Administrative and claims records as sources of health care cost data.

Authors:  Gerald F Riley
Journal:  Med Care       Date:  2009-07       Impact factor: 2.983

Review 10.  Health Information Exchange.

Authors:  William Hersh; Annette Totten; Karen Eden; Beth Devine; Paul Gorman; Steve Kassakian; Susan S Woods; Monica Daeges; Miranda Pappas; Marian S McDonagh
Journal:  Evid Rep Technol Assess (Full Rep)       Date:  2015-12
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  5 in total

1.  Leveraging a health information exchange to examine the accuracy of self-report emergency department utilization data among hospitalized injury survivors.

Authors:  Lauren K Whiteside; Marie C Vrablik; Joan Russo; Eileen M Bulger; Deepika Nehra; Kathleen Moloney; Douglas F Zatzick
Journal:  Trauma Surg Acute Care Open       Date:  2021-01-28

2.  COVID-19 patients with documented alcohol use disorder or alcohol-related complications are more likely to be hospitalized and have higher all-cause mortality.

Authors:  Kristina L Bailey; Harlan Sayles; James Campbell; Neha Khalid; Madyson Anglim; Jana Ponce; Todd A Wyatt; James C McClay; Ellen L Burnham; Alfred Anzalone; Corrine Hanson
Journal:  Alcohol Clin Exp Res       Date:  2022-05-02       Impact factor: 3.928

3.  Social determinants of health and emergency department utilization among adults receiving buprenorphine for opioid use disorder.

Authors:  Maja Radic; Anna Beth Parlier-Ahmad; Brandon Wills; Caitlin E Martin
Journal:  Drug Alcohol Depend Rep       Date:  2022-05-14

4.  Point-of-Care Lung Ultrasound Predicts Severe Disease and Death Due to COVID-19: A Prospective Cohort Study.

Authors:  Paul W Blair; Trishul Siddharthan; Gigi Liu; Jiawei Bai; Erja Cui; Joshua East; Phabiola Herrera; Lalaine Anova; Varun Mahadevan; Jimin Hwang; Shakir Hossen; Stefanie Seo; Olamide Sonuga; Joshua Lawrence; Jillian Peters; Andrea L Cox; Yukari C Manabe; Katherine Fenstermacher; Sophia Shea; Richard E Rothman; Bhakti Hansoti; Lauren Sauer; Ciprian Crainiceanu; Danielle V Clark
Journal:  Crit Care Explor       Date:  2022-08-12

5.  Navigation Services to Avoid Rehospitalization among Medical/Surgical Patients with Comorbid Substance Use Disorder: Rationale and Design of a Randomized Controlled Trial.

Authors:  Courtney D Nordeck; Christopher Welsh; Robert P Schwartz; Shannon G Mitchell; Kevin E O'Grady; Laura Dunlap; Gary Zarkin; Stephen Orme; Jan Gryczynski
Journal:  J Psychiatr Brain Sci       Date:  2020-06-12
  5 in total

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