Literature DB >> 31172193

Selection biases in technology-based intervention research: patients' technology use relates to both demographic and health-related inequities.

Tammy Toscos1, Michelle Drouin2, Jessica Pater1, Mindy Flanagan1, Rachel Pfafman1, Michael J Mirro1,3.   

Abstract

OBJECTIVE: Researchers conduct studies with selection biases, which may limit generalizability and outcomes of intervention research. In this methodological reflection, we examined demographic and health characteristics of implantable cardioverter defibrillator patients who were excluded from an informatics intervention due to lack of access to a computer and/or the internet.
MATERIALS AND METHODS: Using information gathered from surveys and electronic health records, we compared the intervention group to excluded patients on demographic factors, computer skills, patient activation, and medical history.
RESULTS: Excluded patients were older, less educated, less engaged and activated in their health, and had worse health (ie, more medical comorbidities) than nonexcluded patients. DISCUSSION: Although excluded from the intervention based solely on lack of access to a computer and/or internet, excluded patients may have needed the intervention more because they were sicker with more comorbidities.
CONCLUSION: Researchers must be mindful of enrollment biases and demographic and health-related inequities that may exist during recruitment for technology-based interventions.
© The Author(s) 2019. Published by Oxford University Press on behalf of the American Medical Informatics Association. All rights reserved. For permissions, please email: journals.permissions@oup.com.

Entities:  

Keywords:  health characteristics; informatics; methodology; research inequity; technology use

Year:  2019        PMID: 31172193      PMCID: PMC7647239          DOI: 10.1093/jamia/ocz058

Source DB:  PubMed          Journal:  J Am Med Inform Assoc        ISSN: 1067-5027            Impact factor:   4.497


  5 in total

1.  Good intentions are not enough: how informatics interventions can worsen inequality.

Authors:  Tiffany C Veinot; Hannah Mitchell; Jessica S Ancker
Journal:  J Am Med Inform Assoc       Date:  2018-08-01       Impact factor: 4.497

2.  Development and testing of a short form of the patient activation measure.

Authors:  Judith H Hibbard; Eldon R Mahoney; Jean Stockard; Martin Tusler
Journal:  Health Serv Res       Date:  2005-12       Impact factor: 3.402

3.  Technology as a Means to Address Disparities in Mental Health Research: A Guide to "Tele-Tailoring" your Research Methods.

Authors:  Cristina M López; Suparna Qanungo; Carolyn Jenkins; Ron Acierno
Journal:  Prof Psychol Res Pr       Date:  2018-02

4.  Delivering remote monitoring data to patients with implantable cardioverter-defibrillators: Does medium matter?

Authors:  Michael Mirro; Carly Daley; Shauna Wagner; Romisa Rohani Ghahari; Michelle Drouin; Tammy Toscos
Journal:  Pacing Clin Electrophysiol       Date:  2018-10-04       Impact factor: 1.976

Review 5.  mHealth Technology Use and Implications in Historically Underserved and Minority Populations in the United States: Systematic Literature Review.

Authors:  Charkarra Anderson-Lewis; Gabrielle Darville; Rebeccah Eve Mercado; Savannah Howell; Samantha Di Maggio
Journal:  JMIR Mhealth Uhealth       Date:  2018-06-18       Impact factor: 4.773

  5 in total
  9 in total

1.  Health informatics and health equity: improving our reach and impact.

Authors:  Tiffany C Veinot; Jessica S Ancker; Suzanne Bakken
Journal:  J Am Med Inform Assoc       Date:  2019-08-01       Impact factor: 4.497

2.  Patient characteristics associated with objective measures of digital health tool use in the United States: A literature review.

Authors:  Sarah S Nouri; Julia Adler-Milstein; Crishyashi Thao; Prasad Acharya; Jill Barr-Walker; Urmimala Sarkar; Courtney Lyles
Journal:  J Am Med Inform Assoc       Date:  2020-05-01       Impact factor: 4.497

Review 3.  Human-Computer Interaction, Ethics, and Biomedical Informatics.

Authors:  Harry Hochheiser; Rupa S Valdez
Journal:  Yearb Med Inform       Date:  2020-08-21

4.  Untold Stories in User-Centered Design of Mobile Health: Practical Challenges and Strategies Learned From the Design and Evaluation of an App for Older Adults With Heart Failure.

Authors:  Victor Philip Cornet; Tammy Toscos; Davide Bolchini; Romisa Rohani Ghahari; Ryan Ahmed; Carly Daley; Michael J Mirro; Richard J Holden
Journal:  JMIR Mhealth Uhealth       Date:  2020-07-21       Impact factor: 4.773

5.  A Program to Improve Digital Access and Literacy Among Community Stakeholders: Cohort Study.

Authors:  Brittany F Drazich; Yeukai Nyikadzino; Kelly T Gleason
Journal:  JMIR Form Res       Date:  2021-11-10

6.  Patient responses to daily cardiac resynchronization therapy device data: A pilot trial assessing a novel patient-centered digital dashboard in everyday life.

Authors:  Tammy Toscos; Carly Daley; Shauna Wagner; Amanda Coupe; Ryan Ahmed; Richard J Holden; Mindy E Flanagan; Rachel Pfafman; Romisa Rohani Ghahari; Michael Mirro
Journal:  Cardiovasc Digit Health J       Date:  2020-09-19

Review 7.  Inequities in Health Care Services Caused by the Adoption of Digital Health Technologies: Scoping Review.

Authors:  Rui Yao; Wenli Zhang; Richard Evans; Guang Cao; Tianqi Rui; Lining Shen
Journal:  J Med Internet Res       Date:  2022-03-21       Impact factor: 7.076

8.  Involving patients as key stakeholders in the design of cardiovascular implantable electronic device data dashboards: Implications for patient care.

Authors:  Carly Daley; Romisa Rohani Ghahari; Michelle Drouin; Ryan Ahmed; Shauna Wagner; Lauren Reining; Amanda Coupe; Tammy Toscos; Michael Mirro
Journal:  Heart Rhythm O2       Date:  2020-05-11

9.  Medication adherence for atrial fibrillation patients: triangulating measures from a smart pill bottle, e-prescribing software, and patient communication through the electronic health record.

Authors:  Tammy Toscos; Michelle Drouin; Jessica A Pater; Mindy Flanagan; Shauna Wagner; Amanda Coupe; Ryan Ahmed; Michael J Mirro
Journal:  JAMIA Open       Date:  2020-04-28
  9 in total

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