Design decisions for a real time, alcohol craving study using physio- and psychological measures

Erika van Wijk-van Lier, Mira Oberhagemann, Jessica D. Stroes, Niklas M. Enewoldsen, Marcel E. Pieterse, Jan Maarten C. Schraagen, Marloes G. Postel, Miriam M.R. Vollenbroek-Hutten, Hein A. de Haan, Matthijs L. Noordzij

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

2 Citations (Scopus)

Abstract

The current study was a pilot for an alcohol craving monitoring study with a biosensor (E4 wristband) and ecological momentary assessment (EMA) smartphone app. The E4 wristband was evaluated on compliance rates, usability, comfort and stigmatization. Two EMA methodologies (signal- and interval-contingent design) were compared on data variability, compliance and perceived burden. Results show that both EMA methodologies captured variability of craving and compliance rates were between medium to low. The perceived burden of the designs was high, in particular for the signal-contingent design. Participants wore the wristband ranging from occasionally to often and the usability was rated good. Many participants reported frequent questioning about the bracelet, which they indicated as positive. However, addicted individuals are expected not to appreciate this attention, we therefore propose to provide them with coping strategies. Efforts should be made to increase compliance, we therefore propose the interval contingent design with micro incentives.

Original languageEnglish
Title of host publicationPersuasive Technology: Development and Implementation of Personalized Technologies to Change Attitudes and Behaviors - 12th International Conference, PERSUASIVE 2017, Proceedings
PublisherSpringer
Pages3-15
Number of pages13
Volume10171 LNCS
ISBN (Electronic)978-3-319-55134-0
ISBN (Print)978-3-319-55133-3
DOIs
Publication statusPublished - 2017
Event12th International Conference on Persuasive Technology, PERSUASIVE 2017 - Westergasfabriek, Amsterdam, Netherlands
Duration: 3 Apr 20176 Apr 2017
Conference number: 12
http://persuasivetechnology.eu/

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume10171 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference12th International Conference on Persuasive Technology, PERSUASIVE 2017
Abbreviated titlePERSUASIVE
CountryNetherlands
CityAmsterdam
Period3/04/176/04/17
Internet address

Fingerprint

Alcohol
Compliance
Alcohols
Usability
Interval
Biosensor
Methodology
Smartphones
Incentives
Application programs
Biosensors
Wear of materials
Monitoring
Design

Keywords

  • Biosensor
  • Compliance rates
  • Data variability
  • Ecological momentary assessment
  • Perceived burden
  • Stigmatization
  • Usability
  • Wearing comfort

Cite this

van Wijk-van Lier, E., Oberhagemann, M., Stroes, J. D., Enewoldsen, N. M., Pieterse, M. E., Schraagen, J. M. C., ... Noordzij, M. L. (2017). Design decisions for a real time, alcohol craving study using physio- and psychological measures. In Persuasive Technology: Development and Implementation of Personalized Technologies to Change Attitudes and Behaviors - 12th International Conference, PERSUASIVE 2017, Proceedings (Vol. 10171 LNCS, pp. 3-15). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 10171 LNCS). Springer. https://doi.org/10.1007/978-3-319-55134-0_1
van Wijk-van Lier, Erika ; Oberhagemann, Mira ; Stroes, Jessica D. ; Enewoldsen, Niklas M. ; Pieterse, Marcel E. ; Schraagen, Jan Maarten C. ; Postel, Marloes G. ; Vollenbroek-Hutten, Miriam M.R. ; de Haan, Hein A. ; Noordzij, Matthijs L. / Design decisions for a real time, alcohol craving study using physio- and psychological measures. Persuasive Technology: Development and Implementation of Personalized Technologies to Change Attitudes and Behaviors - 12th International Conference, PERSUASIVE 2017, Proceedings. Vol. 10171 LNCS Springer, 2017. pp. 3-15 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).
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van Wijk-van Lier, E, Oberhagemann, M, Stroes, JD, Enewoldsen, NM, Pieterse, ME, Schraagen, JMC, Postel, MG, Vollenbroek-Hutten, MMR, de Haan, HA & Noordzij, ML 2017, Design decisions for a real time, alcohol craving study using physio- and psychological measures. in Persuasive Technology: Development and Implementation of Personalized Technologies to Change Attitudes and Behaviors - 12th International Conference, PERSUASIVE 2017, Proceedings. vol. 10171 LNCS, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 10171 LNCS, Springer, pp. 3-15, 12th International Conference on Persuasive Technology, PERSUASIVE 2017, Amsterdam, Netherlands, 3/04/17. https://doi.org/10.1007/978-3-319-55134-0_1

Design decisions for a real time, alcohol craving study using physio- and psychological measures. / van Wijk-van Lier, Erika; Oberhagemann, Mira; Stroes, Jessica D.; Enewoldsen, Niklas M.; Pieterse, Marcel E.; Schraagen, Jan Maarten C.; Postel, Marloes G.; Vollenbroek-Hutten, Miriam M.R.; de Haan, Hein A.; Noordzij, Matthijs L.

Persuasive Technology: Development and Implementation of Personalized Technologies to Change Attitudes and Behaviors - 12th International Conference, PERSUASIVE 2017, Proceedings. Vol. 10171 LNCS Springer, 2017. p. 3-15 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 10171 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

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AU - van Wijk-van Lier, Erika

AU - Oberhagemann, Mira

AU - Stroes, Jessica D.

AU - Enewoldsen, Niklas M.

AU - Pieterse, Marcel E.

AU - Schraagen, Jan Maarten C.

AU - Postel, Marloes G.

AU - Vollenbroek-Hutten, Miriam M.R.

AU - de Haan, Hein A.

AU - Noordzij, Matthijs L.

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N2 - The current study was a pilot for an alcohol craving monitoring study with a biosensor (E4 wristband) and ecological momentary assessment (EMA) smartphone app. The E4 wristband was evaluated on compliance rates, usability, comfort and stigmatization. Two EMA methodologies (signal- and interval-contingent design) were compared on data variability, compliance and perceived burden. Results show that both EMA methodologies captured variability of craving and compliance rates were between medium to low. The perceived burden of the designs was high, in particular for the signal-contingent design. Participants wore the wristband ranging from occasionally to often and the usability was rated good. Many participants reported frequent questioning about the bracelet, which they indicated as positive. However, addicted individuals are expected not to appreciate this attention, we therefore propose to provide them with coping strategies. Efforts should be made to increase compliance, we therefore propose the interval contingent design with micro incentives.

AB - The current study was a pilot for an alcohol craving monitoring study with a biosensor (E4 wristband) and ecological momentary assessment (EMA) smartphone app. The E4 wristband was evaluated on compliance rates, usability, comfort and stigmatization. Two EMA methodologies (signal- and interval-contingent design) were compared on data variability, compliance and perceived burden. Results show that both EMA methodologies captured variability of craving and compliance rates were between medium to low. The perceived burden of the designs was high, in particular for the signal-contingent design. Participants wore the wristband ranging from occasionally to often and the usability was rated good. Many participants reported frequent questioning about the bracelet, which they indicated as positive. However, addicted individuals are expected not to appreciate this attention, we therefore propose to provide them with coping strategies. Efforts should be made to increase compliance, we therefore propose the interval contingent design with micro incentives.

KW - Biosensor

KW - Compliance rates

KW - Data variability

KW - Ecological momentary assessment

KW - Perceived burden

KW - Stigmatization

KW - Usability

KW - Wearing comfort

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T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

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van Wijk-van Lier E, Oberhagemann M, Stroes JD, Enewoldsen NM, Pieterse ME, Schraagen JMC et al. Design decisions for a real time, alcohol craving study using physio- and psychological measures. In Persuasive Technology: Development and Implementation of Personalized Technologies to Change Attitudes and Behaviors - 12th International Conference, PERSUASIVE 2017, Proceedings. Vol. 10171 LNCS. Springer. 2017. p. 3-15. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). https://doi.org/10.1007/978-3-319-55134-0_1