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

doi:10.1007/978-3-319-55134-0_1

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

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

9 Citations (Scopus)

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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 language	English
Title of host publication	Persuasive Technology: Development and Implementation of Personalized Technologies to Change Attitudes and Behaviors - 12th International Conference, PERSUASIVE 2017, Proceedings
Publisher	Springer
Pages	3-15
Number of pages	13
Volume	10171 LNCS
ISBN (Electronic)	978-3-319-55134-0
ISBN (Print)	978-3-319-55133-3
DOIs	https://doi.org/10.1007/978-3-319-55134-0_1
Publication status	Published - 2017
Event	12th International Conference on Persuasive Technology, PERSUASIVE 2017 - Westergasfabriek, Amsterdam, Netherlands Duration: 3 Apr 2017 → 6 Apr 2017 Conference number: 12 http://persuasivetechnology.eu/

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	10171 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	12th International Conference on Persuasive Technology, PERSUASIVE 2017
Abbreviated title	PERSUASIVE
Country/Territory	Netherlands
City	Amsterdam
Period	3/04/17 → 6/04/17
Internet address	http://persuasivetechnology.eu/

Keywords

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

Access to Document

10.1007/978-3-319-55134-0_1

Cite this

van Wijk-van Lier, E., Oberhagemann, M., Stroes, J. D., Enewoldsen, N. M., Pieterse, M. E., Schraagen, J. M. C., Postel, M. G., Vollenbroek-Hutten, M. M. R., de Haan, H. A., & 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. et al. / 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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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.",

keywords = "Biosensor, Compliance rates, Data variability, Ecological momentary assessment, Perceived burden, Stigmatization, Usability, Wearing comfort",

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

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booktitle = "Persuasive Technology: Development and Implementation of Personalized Technologies to Change Attitudes and Behaviors - 12th International Conference, PERSUASIVE 2017, Proceedings",

address = "Germany",

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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. et al.
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 proceeding › Conference contribution › Academic › peer-review

TY - GEN

T1 - Design decisions for a real time, alcohol craving study using physio- and psychological measures

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.

N1 - Conference code: 12

PY - 2017

Y1 - 2017

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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U2 - 10.1007/978-3-319-55134-0_1

DO - 10.1007/978-3-319-55134-0_1

M3 - Conference contribution

AN - SCOPUS:85015901413

SN - 978-3-319-55133-3

VL - 10171 LNCS

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

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BT - Persuasive Technology: Development and Implementation of Personalized Technologies to Change Attitudes and Behaviors - 12th International Conference, PERSUASIVE 2017, Proceedings

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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)). doi: 10.1007/978-3-319-55134-0_1

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

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