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Quitting smoking, cognitive behavioral therapy and differential profiles with decision trees

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dc.contributor.authorPerez-Pareja, Francisco J
dc.contributor.authorGarcía-Pazo, Patricia
dc.contributor.authorJiménez, Rafael
dc.contributor.authorEscalas, Teemu
dc.contributor.authorGervilla Garcia, Elena
dc.date.accessioned2024-09-13T09:11:48Z
dc.date.available2024-09-13T09:11:48Z
dc.date.issued2020-11
dc.description.abstractThe aim of this study is to analyse if gender, nicotine dependence, and emotional variables (anxiety, depression, and anger) help to describe a patient profile that could benefit from a cognitive behavioral therapy (CDT) to quit tobacco addiction. The sample consisted of 120 adult smokers who voluntarily received the CBT. Decision trees were used to assess patients' treatment adherence and program success. Data showed that just programme adherence implied a high success probability (86.4%), increasing to 95.6% when participants showed a high anger response. Besides, treatment adherence was 100% when anxiety in an evaluative context, physiologic anxiety, and motivation were high. Finding these differential profiles would help to determine the patient profile that would benefit most from treatment, and would increase their effectiveness.en
dc.format.number3es_ES
dc.format.page137-145es_ES
dc.format.volume31es_ES
dc.identifier.citationPerez-Pareja FJ, Garcia-Pazo P, Jimenez R, Escalas T, Gervilla E. Quitting smoking, cognitive behavioral therapy and differential profiles with decision trees. Clin Salud. 2020 Nov;31(3):137-45.en
dc.identifier.doi10.5093/clysa2020a12
dc.identifier.e-issn2174-0550es_ES
dc.identifier.issn1130-5274
dc.identifier.journalClinica y Saludes_ES
dc.identifier.otherhttp://hdl.handle.net/20.500.13003/9069
dc.identifier.scopus2-s2.0-85096051593
dc.identifier.urihttps://hdl.handle.net/20.500.12105/22877
dc.identifier.wos581865700003
dc.language.isospaen
dc.publisherColegio Oficial Psicologos Madriden
dc.relation.publisherversionhttps://dx.doi.org/10.5093/clysa2020a12en
dc.rights.accessRightsopen accessen
dc.rights.licenseAttribution-NonCommercial-NoDerivatives 4.0 International*
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/*
dc.subjectQuitting smoking
dc.subjectGender
dc.subjectAnxiety
dc.subjectDepression
dc.subjectAnger
dc.titleQuitting smoking, cognitive behavioral therapy and differential profiles with decision treesen
dc.typeresearch articleen
dspace.entity.typePublication

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