Literature DB >> 26732997

More than just tracking time: Complex measures of user engagement with an internet-based health promotion intervention.

Nina B Baltierra1, Kathryn E Muessig2, Emily C Pike1, Sara LeGrand3, Sheana S Bull4, Lisa B Hightow-Weidman1.   

Abstract

BACKGROUND: There has been a rise in internet-based health interventions without a concomitant focus on new methods to measure user engagement and its effect on outcomes. We describe current user tracking methods for internet-based health interventions and offer suggestions for improvement based on the design and pilot testing of healthMpowerment.org (HMP).
METHODS: HMP is a multi-component online intervention for young Black men and transgender women who have sex with men (YBMSM/TW) to reduce risky sexual behaviors, promote healthy living and build social support. The intervention is non-directive, incorporates interactive features, and utilizes a point-based reward system. Fifteen YBMSM/TW (age 20-30) participated in a one-month pilot study to test the usability and efficacy of HMP. Engagement with the intervention was tracked using a customized data capture system and validated with Google Analytics. Usage was measured in time spent (total and across sections) and points earned.
RESULTS: Average total time spent on HMP was five hours per person (range 0-13). Total time spent was correlated with total points earned and overall site satisfaction.
CONCLUSION: Measuring engagement in internet-based interventions is crucial to determining efficacy. Multiple methods of tracking helped derive more comprehensive user profiles. Results highlighted the limitations of measures to capture user activity and the elusiveness of the concept of engagement.
Copyright © 2016 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  HIV; Internet; Intervention; Men who have sex with men; Mobile phone

Mesh:

Year:  2015        PMID: 26732997      PMCID: PMC4792652          DOI: 10.1016/j.jbi.2015.12.015

Source DB:  PubMed          Journal:  J Biomed Inform        ISSN: 1532-0464            Impact factor:   6.317


  21 in total

Review 1.  Systematic review of reviews of behavioural HIV prevention interventions among men who have sex with men.

Authors:  Karen Lorimer; Lisa Kidd; Maggie Lawrence; Kerri McPherson; Sandi Cayless; Flora Cornish
Journal:  AIDS Care       Date:  2012-07-09

2.  HealthMpowerment.org: feasibility and acceptability of delivering an internet intervention to young Black men who have sex with men.

Authors:  Lisa B Hightow-Weidman; Emily Pike; Beth Fowler; Derrick M Matthews; Jessica Kibe; Regina McCoy; Adaora A Adimora
Journal:  AIDS Care       Date:  2012-01-24

3.  Cost-effectiveness of an internet-based aftercare intervention after inpatient treatment in a psychosomatic hospital.

Authors:  Markus Moessner; Stephanie Bauer; Fikret Ozer; Markus Wolf; Benjamin Zimmer; Hans Kordy
Journal:  Psychother Res       Date:  2013-11-05

Review 4.  A systematic review to identify challenges of demonstrating efficacy of HIV behavioral interventions for gay, bisexual, and other men who have sex with men (MSM).

Authors:  Darrel H Higa; Nicole Crepaz; Khiya J Marshall; Linda Kay; H Waverly Vosburgh; Pilgrim Spikes; Cynthia M Lyles; David W Purcell
Journal:  AIDS Behav       Date:  2013-05

Review 5.  Using the internet to promote health behavior change: a systematic review and meta-analysis of the impact of theoretical basis, use of behavior change techniques, and mode of delivery on efficacy.

Authors:  Thomas L Webb; Judith Joseph; Lucy Yardley; Susan Michie
Journal:  J Med Internet Res       Date:  2010-02-17       Impact factor: 5.428

6.  From online randomized controlled trials to participant preference studies: morphing the San Francisco Stop Smoking site into a worldwide smoking cessation resource.

Authors:  Ricardo F Muñoz; Adrian Aguilera; Stephen M Schueller; Yan Leykin; Eliseo J Pérez-Stable
Journal:  J Med Internet Res       Date:  2012-06-27       Impact factor: 5.428

7.  Engagement and retention: measuring breadth and depth of participant use of an online intervention.

Authors:  Mick P Couper; Gwen L Alexander; Nanhua Zhang; Roderick J A Little; Noel Maddy; Michael A Nowak; Jennifer B McClure; Josephine J Calvi; Sharon J Rolnick; Melanie A Stopponi; Christine Cole Johnson
Journal:  J Med Internet Res       Date:  2010-11-18       Impact factor: 5.428

Review 8.  Which intervention characteristics are related to more exposure to internet-delivered healthy lifestyle promotion interventions? A systematic review.

Authors:  Wendy Brouwer; Willemieke Kroeze; Rik Crutzen; Jascha de Nooijer; Nanne K de Vries; Johannes Brug; Anke Oenema
Journal:  J Med Internet Res       Date:  2011-01-06       Impact factor: 5.428

9.  A sex-role-preference model for HIV transmission among men who have sex with men in China.

Authors:  Jie Lou; Jianhong Wu; Li Chen; Yuhua Ruan; Yiming Shao
Journal:  BMC Public Health       Date:  2009-11-18       Impact factor: 3.295

10.  Rethinking the dose-response relationship between usage and outcome in an online intervention for depression: randomized controlled trial.

Authors:  Liesje Donkin; Ian B Hickie; Helen Christensen; Sharon L Naismith; Bruce Neal; Nicole L Cockayne; Nick Glozier
Journal:  J Med Internet Res       Date:  2013-10-17       Impact factor: 5.428

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  35 in total

Review 1.  Addressing engagement in technology-based behavioural HIV interventions through paradata metrics.

Authors:  José A Bauermeister; Jesse M Golinkoff; Kathryn E Muessig; Keith J Horvath; Lisa B Hightow-Weidman
Journal:  Curr Opin HIV AIDS       Date:  2017-09       Impact factor: 4.283

Review 2.  eHealth to Enhance Treatment Adherence Among Youth Living with HIV.

Authors:  Marta I Mulawa; Sara LeGrand; Lisa B Hightow-Weidman
Journal:  Curr HIV/AIDS Rep       Date:  2018-08       Impact factor: 5.071

3.  Measuring Acceptability and Engagement of The Keep It Up! Internet-Based HIV Prevention Randomized Controlled Trial for Young Men Who Have Sex With Men.

Authors:  Krystal Madkins; David A Moskowitz; Kevin Moran; Trey V Dellucci; Brian Mustanski
Journal:  AIDS Educ Prev       Date:  2019-08

4.  A multi-faceted approach to characterizing user behavior and experience in a digital mental health intervention.

Authors:  Annie T Chen; Shuyang Wu; Kathryn N Tomasino; Emily G Lattie; David C Mohr
Journal:  J Biomed Inform       Date:  2019-04-23       Impact factor: 6.317

5.  Internet-Based Self-Help Intervention for ICD-11 Adjustment Disorder: Preliminary Findings.

Authors:  Jonas Eimontas; Zivile Rimsaite; Goda Gegieckaite; Paulina Zelviene; Evaldas Kazlauskas
Journal:  Psychiatr Q       Date:  2018-06

Review 6.  The future of digital games for HIV prevention and care.

Authors:  Lisa B Hightow-Weidman; Kathryn E Muessig; José A Bauermeister; Sara LeGrand; Lynn E Fiellin
Journal:  Curr Opin HIV AIDS       Date:  2017-09       Impact factor: 4.283

7.  An approach to revising mHealth interventions for children and families: A case example in sickle cell disease.

Authors:  Shannon Phillips; Julie Kanter; Kenneth J Ruggiero; Martina Mueller; Mary A Johnson; Teresa J Kelechi
Journal:  Res Nurs Health       Date:  2019-08-08       Impact factor: 2.228

8.  HIV and Sexuality Stigma Reduction Through Engagement in Online Forums: Results from the HealthMPowerment Intervention.

Authors:  J A Bauermeister; K E Muessig; S LeGrand; D D Flores; S K Choi; W Dong; G Sallabank; L B Hightow-Weidman
Journal:  AIDS Behav       Date:  2019-03

9.  Paradata Analysis of an eHealth HIV Testing Intervention for Young Men Who Have Sex With Men.

Authors:  Stephen Bonett; Daniel Connochie; Jesse M Golinkoff; Keith J Horvath; José A Bauermeister
Journal:  AIDS Educ Prev       Date:  2018-10

10.  Engagement in mHealth behavioral interventions for HIV prevention and care: making sense of the metrics.

Authors:  Lisa B Hightow-Weidman; Jose A Bauermeister
Journal:  Mhealth       Date:  2020-01-05
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