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dc.contributor.authorLukka, Lauri
dc.contributor.authorKarhulahti, Veli-Matti
dc.contributor.authorBergman, Vilma-Reetta
dc.contributor.authorPalva, J. Matias
dc.date.accessioned2024-01-30T09:53:33Z
dc.date.available2024-01-30T09:53:33Z
dc.date.issued2024
dc.identifier.citationLukka, L., Karhulahti, V.-M., Bergman, V.-R., & Palva, J. M. (2024). Measuring digital intervention user experience with a novel ecological momentary assessment (EMA) method, CORTO. <i>Internet Interventions</i>, <i>35</i>, Article 100706. <a href="https://doi.org/10.1016/j.invent.2023.100706" target="_blank">https://doi.org/10.1016/j.invent.2023.100706</a>
dc.identifier.otherCONVID_202091982
dc.identifier.urihttps://jyx.jyu.fi/handle/123456789/93124
dc.description.abstractDigital interventions often suffer from low usage, which may reflect insufficient attention to user experience. Moreover, the existing evaluation methods have limited applicability in the remote study of user experience of complex interventions that have expansive content and that are used over an extensive period of time. To alleviate these challenges, we describe here a novel qualitative Ecological Momentary Assessment (EMA) method: the CORTO method (Contextual, One-item, Repeated, Timely, Open-ended). We used it to gather digital intervention user experience data from Finnish adults (n = 184) who lived with interview-confirmed major depressive disorder (MDD) and took part in a randomized controlled trial (RCT) that studied the efficacy of a novel 12-week game-based digital intervention for depression. A second dataset on user experience was gathered with retrospective interviews (n = 22). We inductively coded the CORTO method and retrospective interview data, which led to four user experience categories: (1) contextual use, (2) interaction-elicited emotional experience, (3) usability, and (4) technical issues. Then, we used the created user experience categories and Template Analysis to analyze both datasets together, and reported the results qualitatively. Finally, we compared the two datasets with each other. We found that the data generated with the CORTO method offered more insights into usability and technical categories than the interview data that particularly illustrated the contextual use. The emotional valence of the interview data was more positive compared with the CORTO data. Both the CORTO and interview data detected 55 % of the micro-level categories; 20 % of micro-level categories were only detected by the CORTO data and 25 % only by the interview data. We found that the during-intervention user experience measurement with the CORTO method can provide intervention-specific insights, and thereby further the iterative user-centered intervention development. Overall, these findings highlight the impact of evaluation methods on the categories and qualities of insights acquired in intervention research.en
dc.format.mimetypeapplication/pdf
dc.language.isoeng
dc.publisherElsevier
dc.relation.ispartofseriesInternet Interventions
dc.rightsCC BY-NC-ND 4.0
dc.subject.otherdigital interventions
dc.subject.otherecological momentary assessment
dc.subject.otherengagement
dc.subject.otherevaluation methods
dc.subject.otherformative evaluation
dc.subject.otherinterviewing
dc.subject.othermethodology
dc.subject.othermental health
dc.subject.othermixed methods
dc.subject.otherqualitative study
dc.subject.otherquestionnaire
dc.subject.otherremote study
dc.subject.otherserious games
dc.subject.otheruser experience
dc.titleMeasuring digital intervention user experience with a novel ecological momentary assessment (EMA) method, CORTO
dc.typearticle
dc.identifier.urnURN:NBN:fi:jyu-202401301628
dc.contributor.laitosMusiikin, taiteen ja kulttuurin tutkimuksen laitosfi
dc.contributor.laitosDepartment of Music, Art and Culture Studiesen
dc.type.urihttp://purl.org/eprint/type/JournalArticle
dc.type.coarhttp://purl.org/coar/resource_type/c_2df8fbb1
dc.description.reviewstatuspeerReviewed
dc.relation.issn2214-7829
dc.relation.volume35
dc.type.versionpublishedVersion
dc.rights.copyright© 2024 The Authors. Published by Elsevier B.V.
dc.rights.accesslevelopenAccessfi
dc.relation.grantnumber101042052
dc.relation.grantnumber101042052
dc.relation.grantnumber353267
dc.relation.projectidinfo:eu-repo/grantAgreement/EC/H2020/101042052/EU//ORE
dc.subject.ysoarviointimenetelmät
dc.subject.ysomielenterveys
dc.subject.ysomielenterveyshäiriöt
dc.subject.ysohyötypelit
dc.subject.ysokäyttäjäkokemus
dc.subject.ysokvalitatiivinen tutkimus
dc.subject.ysointerventio
dc.subject.ysometodologia
dc.subject.ysohaastattelututkimus
dc.format.contentfulltext
jyx.subject.urihttp://www.yso.fi/onto/yso/p15768
jyx.subject.urihttp://www.yso.fi/onto/yso/p1949
jyx.subject.urihttp://www.yso.fi/onto/yso/p990
jyx.subject.urihttp://www.yso.fi/onto/yso/p29628
jyx.subject.urihttp://www.yso.fi/onto/yso/p25337
jyx.subject.urihttp://www.yso.fi/onto/yso/p11782
jyx.subject.urihttp://www.yso.fi/onto/yso/p41
jyx.subject.urihttp://www.yso.fi/onto/yso/p7509
jyx.subject.urihttp://www.yso.fi/onto/yso/p10632
dc.rights.urlhttps://creativecommons.org/licenses/by-nc-nd/4.0/
dc.relation.doi10.1016/j.invent.2023.100706
dc.relation.funderEuroopan komissiofi
dc.relation.funderSuomen Akatemiafi
dc.relation.funderEuropean Commissionen
dc.relation.funderResearch Council of Finlanden
jyx.fundingprogramERC Starting Grant, HEfi
jyx.fundingprogramHuippuyksikkörahoitus, SAfi
jyx.fundingprogramERC Starting Grant, HEen
jyx.fundingprogramCentre of Excellence, AoFen
jyx.fundinginformationLL and VRB are funded by grants from Jane and Aatos Erkko Foundation and Technology Industries of Finland Centennial, and Business Finland (42173/31/2020) awarded to JMP. VMK is funded by the Academy of Finland grant (353267) and the European Research Council under the European Union's Horizon Europe research and innovation programme grant (101042052).
dc.type.okmA1


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