Development of a Dynamically Tailored mHealth Intervention (What Do You Drink) to Reduce Excessive Drinking Among Dutch Lower-Educated Students: User-Centered Design Approach.

adolescents alcohol consumption dynamic tailoring excessive drinking health promotion intervention mapping lower-educated students mobile health intervention young adults

Journal

JMIR formative research
ISSN: 2561-326X
Titre abrégé: JMIR Form Res
Pays: Canada
ID NLM: 101726394

Informations de publication

Date de publication:
11 Aug 2022
Historique:
received: 01 02 2022
accepted: 13 05 2022
revised: 04 05 2022
entrez: 15 8 2022
pubmed: 16 8 2022
medline: 16 8 2022
Statut: epublish

Résumé

The high prevalence and adverse consequences of excessive drinking among lower-educated adolescents and young adults are public concerns in the Netherlands. Evidence-based alcohol prevention programs targeting adolescents and young adults with a low educational background are sparse. This study aimed to describe the planned process for the theory- and evidence-based development, implementation, and evaluation of a dynamically tailored mobile alcohol intervention, entitled What Do You Drink (WDYD), aimed at lower-educated students from secondary vocational education and training (Middelbaar Beroepsonderwijs in Dutch). We used intervention mapping as the framework for the systematic development of WDYD. It consists of the following six steps: assessing needs (step 1), formulating intervention objectives (step 2), translating theoretical methods into practical applications (step 3), integrating these into a coherent program (step 4), anticipating future implementation and adoption (step 5), and developing an evaluation plan (step 6). Reducing excessive drinking among Dutch lower-educated students aged 16 to 24 years was defined as the desired behavioral outcome and subdivided into the following five program objectives: make the decision to reduce drinking, set realistic drinking goals, use effective strategies to achieve drinking goals, monitor own drinking behavior, and evaluate own drinking behavior and adjust goals. Risk awareness, motivation, social norms, and self-efficacy were identified as the most important and changeable individual determinants related to excessive drinking and, therefore, were incorporated into WDYD. Dynamic tailoring was selected as the basic intervention method for changing these determinants. A user-centered design strategy was used to enhance the fit of the intervention to the needs of students. The intervention was developed in 4 iterations, and the prototypes were subsequently tested with the students and refined. This resulted in a completely automated, standalone native app in which students received dynamically tailored feedback regarding their alcohol use and goal achievement via multiple sessions within 17 weeks based on diary data assessing their alcohol consumption, motivation, confidence, and mood. A randomized controlled trial with ecological momentary assessments will be used to examine the effects, use, and acceptability of the intervention. The use of intervention mapping led to the development of an innovative, evidence-based intervention to reduce excessive alcohol consumption among lower-educated Dutch adolescents and young adults. Developing an intervention based on theory and empirical evidence enables researchers and program planners to identify and retain effective intervention elements and to translate the intervention to new populations and settings. This is important, as black boxes, or poorly described interventions, have long been a criticism of the eHealth field, and effective intervention elements across mobile health alcohol interventions are still largely unknown. Netherlands Trial Registry NTR6619; https://trialsearch.who.int/Trial2.aspx?TrialID=NTR6619.

Sections du résumé

BACKGROUND BACKGROUND
The high prevalence and adverse consequences of excessive drinking among lower-educated adolescents and young adults are public concerns in the Netherlands. Evidence-based alcohol prevention programs targeting adolescents and young adults with a low educational background are sparse.
OBJECTIVE OBJECTIVE
This study aimed to describe the planned process for the theory- and evidence-based development, implementation, and evaluation of a dynamically tailored mobile alcohol intervention, entitled What Do You Drink (WDYD), aimed at lower-educated students from secondary vocational education and training (Middelbaar Beroepsonderwijs in Dutch).
METHODS METHODS
We used intervention mapping as the framework for the systematic development of WDYD. It consists of the following six steps: assessing needs (step 1), formulating intervention objectives (step 2), translating theoretical methods into practical applications (step 3), integrating these into a coherent program (step 4), anticipating future implementation and adoption (step 5), and developing an evaluation plan (step 6).
RESULTS RESULTS
Reducing excessive drinking among Dutch lower-educated students aged 16 to 24 years was defined as the desired behavioral outcome and subdivided into the following five program objectives: make the decision to reduce drinking, set realistic drinking goals, use effective strategies to achieve drinking goals, monitor own drinking behavior, and evaluate own drinking behavior and adjust goals. Risk awareness, motivation, social norms, and self-efficacy were identified as the most important and changeable individual determinants related to excessive drinking and, therefore, were incorporated into WDYD. Dynamic tailoring was selected as the basic intervention method for changing these determinants. A user-centered design strategy was used to enhance the fit of the intervention to the needs of students. The intervention was developed in 4 iterations, and the prototypes were subsequently tested with the students and refined. This resulted in a completely automated, standalone native app in which students received dynamically tailored feedback regarding their alcohol use and goal achievement via multiple sessions within 17 weeks based on diary data assessing their alcohol consumption, motivation, confidence, and mood. A randomized controlled trial with ecological momentary assessments will be used to examine the effects, use, and acceptability of the intervention.
CONCLUSIONS CONCLUSIONS
The use of intervention mapping led to the development of an innovative, evidence-based intervention to reduce excessive alcohol consumption among lower-educated Dutch adolescents and young adults. Developing an intervention based on theory and empirical evidence enables researchers and program planners to identify and retain effective intervention elements and to translate the intervention to new populations and settings. This is important, as black boxes, or poorly described interventions, have long been a criticism of the eHealth field, and effective intervention elements across mobile health alcohol interventions are still largely unknown.
TRIAL REGISTRATION BACKGROUND
Netherlands Trial Registry NTR6619; https://trialsearch.who.int/Trial2.aspx?TrialID=NTR6619.

Identifiants

pubmed: 35969428
pii: v6i8e36969
doi: 10.2196/36969
pmc: PMC9412899
doi:

Types de publication

Journal Article

Langues

eng

Pagination

e36969

Informations de copyright

©Hilde van Keulen, Carmen Voogt, Marloes Kleinjan, Jeannet Kramer, Rosa Andree, Pepijn van Empelen. Originally published in JMIR Formative Research (https://formative.jmir.org), 11.08.2022.

Références

J Am Coll Health. 2005 May-Jun;53(6):263-74
pubmed: 15900990
J Subst Abuse Treat. 2015 Apr;51:1-18
pubmed: 25300577
Implement Sci. 2011 Feb 07;6:10
pubmed: 21299860
Addiction. 2014 Feb;109(2):218-26
pubmed: 24134709
J Med Internet Res. 2018 Apr 11;20(4):e144
pubmed: 29643048
Psychol Bull. 2016 Feb;142(2):198-229
pubmed: 26479070
Ann Behav Med. 2013 Aug;46(1):81-95
pubmed: 23512568
JMIR Res Protoc. 2013 Jan 23;2(1):e6
pubmed: 23612478
J Adolesc Res. 2017 Nov;32(6):667-695
pubmed: 29151670
J Consult Clin Psychol. 2014 Apr;82(2):177-88
pubmed: 24447002
Am Psychol. 2000 Jan;55(1):68-78
pubmed: 11392867
Addict Behav. 2019 Feb;89:229-235
pubmed: 30336444
Br J Health Psychol. 2015 May;20(2):305-23
pubmed: 24799297
Sci Rep. 2018 Aug 22;8(1):12624
pubmed: 30135518
Alcohol Res. 2018;39(1):99-109
pubmed: 30557153
Addict Behav. 2010 Sep;35(9):848-52
pubmed: 20626071
J Consult Clin Psychol. 2011 Aug;79(4):433-40
pubmed: 21728400
Alcohol Clin Exp Res. 2012 Jul;36(7):1257-67
pubmed: 22509937
Chronic Illn. 2011 Sep;7(3):176-80
pubmed: 21900338
J Soc Clin Psychol. 2013 Jan;32(1):17-33
pubmed: 27536011
Arch Pediatr Adolesc Med. 2011 Mar;165(3):269-74
pubmed: 21383276
Health Commun. 2020 Nov;35(12):1531-1544
pubmed: 31488002
Alcohol Alcohol. 2017 Jul 1;52(4):516-517
pubmed: 28498886
Health Psychol Rev. 2016 Jun;10(2):148-67
pubmed: 25089611
Behav Ther. 2018 Jan;49(1):113-123
pubmed: 29405916
Clin Psychol Rev. 2008 Mar;28(3):430-50
pubmed: 17719158
J Abnorm Psychol. 2014 Aug;123(3):676-94
pubmed: 24933278
Cogn Behav Ther. 2010;39(4):262-9
pubmed: 21038154
Health Psychol. 2015 Dec;34S:1209-19
pubmed: 26651462
Transl Behav Med. 2019 Jan 1;9(1):147-157
pubmed: 29506209
Health Psychol Rev. 2016 Sep;10(3):341-57
pubmed: 26999311
J Health Commun. 2017 May;22(5):413-432
pubmed: 28394729
Ann Behav Med. 2018 May 18;52(6):530-543
pubmed: 29788261
J Exp Psychol Appl. 2018 Mar;24(1):81-91
pubmed: 29595305
Health Psychol Rev. 2016 Sep;10(3):297-312
pubmed: 26262912
Prev Sci. 2014 Apr;15(2):186-193
pubmed: 23435555
Clin Psychol Rev. 2015 Aug;40:213-24
pubmed: 26164065
Addict Behav. 2014 Jan;39(1):196-204
pubmed: 24169372
Prev Med. 2010 Sep-Oct;51(3-4):214-21
pubmed: 20558196
J Stud Alcohol Drugs. 2015 Jul;76(4):530-43
pubmed: 26098028
Drug Alcohol Depend. 2014 May 1;138:89-97
pubmed: 24613632
Annu Rev Clin Psychol. 2008;4:1-32
pubmed: 18509902
J Med Internet Res. 2015 May 14;17(5):e118
pubmed: 25977135
Int J Behav Nutr Phys Act. 2015 Aug 18;12:101
pubmed: 26283094

Auteurs

Hilde van Keulen (H)

Department of Child Health, TNO (Netherlands Organization for Applied Scientific Research), Leiden, Netherlands.

Carmen Voogt (C)

Trimbos Institute (Netherlands Institute for Mental Health and Addiction), Utrecht, Netherlands.

Marloes Kleinjan (M)

Trimbos Institute (Netherlands Institute for Mental Health and Addiction), Utrecht, Netherlands.
Department of Interdisciplinary Social Sciences, Utrecht University, Utrecht, Netherlands.

Jeannet Kramer (J)

Trimbos Institute (Netherlands Institute for Mental Health and Addiction), Utrecht, Netherlands.

Rosa Andree (R)

Trimbos Institute (Netherlands Institute for Mental Health and Addiction), Utrecht, Netherlands.

Pepijn van Empelen (P)

Department of Child Health, TNO (Netherlands Organization for Applied Scientific Research), Leiden, Netherlands.

Classifications MeSH