Cargando…

Language of motivation and emotion in an internet support group for smoking cessation: explorative use of automated content analysis to measure regulatory focus

The present study describes a novel approach to the identification of the motivational processes in text data extracted from an Internet support group (ISG) for smoking cessation. Based on the previous findings that a “prevention” focus might be more relevant for maintaining behavior change, it was...

Descripción completa

Detalles Bibliográficos
Autores principales: Johnsen, Jan-Are K, Vambheim, Sara M, Wynn, Rolf, Wangberg, Silje C
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove Medical Press 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3896322/
https://www.ncbi.nlm.nih.gov/pubmed/24470780
http://dx.doi.org/10.2147/PRBM.S54947
_version_ 1782300060684386304
author Johnsen, Jan-Are K
Vambheim, Sara M
Wynn, Rolf
Wangberg, Silje C
author_facet Johnsen, Jan-Are K
Vambheim, Sara M
Wynn, Rolf
Wangberg, Silje C
author_sort Johnsen, Jan-Are K
collection PubMed
description The present study describes a novel approach to the identification of the motivational processes in text data extracted from an Internet support group (ISG) for smoking cessation. Based on the previous findings that a “prevention” focus might be more relevant for maintaining behavior change, it was hypothesized that 1) language use (ie, the use of emotional words) signaling a “promotion” focus would be dominant in the initiating stages of the ISG, and 2) that the proportion of words signaling a prevention focus would increase over time. The data were collected from the ISG site, spanning 4 years of forum activity. The data were analyzed using the Linguistic Inquiry and Word Count application. The first hypothesis – of promotion focus dominance in the initiating stages – was not supported during year 1. However, for all the other years measured, the data showed that a prevention failure was more dominant compared with a promotion failure. The results indicate that content analysis could be used to investigate motivational and language-driven processes in ISGs. Understanding the interplay between self-regulation, lifestyle change, and modern communication channels could be of vital importance in providing the public with better health care services and interventions.
format Online
Article
Text
id pubmed-3896322
institution National Center for Biotechnology Information
language English
publishDate 2014
publisher Dove Medical Press
record_format MEDLINE/PubMed
spelling pubmed-38963222014-01-27 Language of motivation and emotion in an internet support group for smoking cessation: explorative use of automated content analysis to measure regulatory focus Johnsen, Jan-Are K Vambheim, Sara M Wynn, Rolf Wangberg, Silje C Psychol Res Behav Manag Original Research The present study describes a novel approach to the identification of the motivational processes in text data extracted from an Internet support group (ISG) for smoking cessation. Based on the previous findings that a “prevention” focus might be more relevant for maintaining behavior change, it was hypothesized that 1) language use (ie, the use of emotional words) signaling a “promotion” focus would be dominant in the initiating stages of the ISG, and 2) that the proportion of words signaling a prevention focus would increase over time. The data were collected from the ISG site, spanning 4 years of forum activity. The data were analyzed using the Linguistic Inquiry and Word Count application. The first hypothesis – of promotion focus dominance in the initiating stages – was not supported during year 1. However, for all the other years measured, the data showed that a prevention failure was more dominant compared with a promotion failure. The results indicate that content analysis could be used to investigate motivational and language-driven processes in ISGs. Understanding the interplay between self-regulation, lifestyle change, and modern communication channels could be of vital importance in providing the public with better health care services and interventions. Dove Medical Press 2014-01-15 /pmc/articles/PMC3896322/ /pubmed/24470780 http://dx.doi.org/10.2147/PRBM.S54947 Text en © 2014 Johnsen et al. This work is published by Dove Medical Press Limited, and licensed under Creative Commons Attribution – Non Commercial (unported, v3.0) License The full terms of the License are available at http://creativecommons.org/licenses/by-nc/3.0/. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed.
spellingShingle Original Research
Johnsen, Jan-Are K
Vambheim, Sara M
Wynn, Rolf
Wangberg, Silje C
Language of motivation and emotion in an internet support group for smoking cessation: explorative use of automated content analysis to measure regulatory focus
title Language of motivation and emotion in an internet support group for smoking cessation: explorative use of automated content analysis to measure regulatory focus
title_full Language of motivation and emotion in an internet support group for smoking cessation: explorative use of automated content analysis to measure regulatory focus
title_fullStr Language of motivation and emotion in an internet support group for smoking cessation: explorative use of automated content analysis to measure regulatory focus
title_full_unstemmed Language of motivation and emotion in an internet support group for smoking cessation: explorative use of automated content analysis to measure regulatory focus
title_short Language of motivation and emotion in an internet support group for smoking cessation: explorative use of automated content analysis to measure regulatory focus
title_sort language of motivation and emotion in an internet support group for smoking cessation: explorative use of automated content analysis to measure regulatory focus
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3896322/
https://www.ncbi.nlm.nih.gov/pubmed/24470780
http://dx.doi.org/10.2147/PRBM.S54947
work_keys_str_mv AT johnsenjanarek languageofmotivationandemotioninaninternetsupportgroupforsmokingcessationexplorativeuseofautomatedcontentanalysistomeasureregulatoryfocus
AT vambheimsaram languageofmotivationandemotioninaninternetsupportgroupforsmokingcessationexplorativeuseofautomatedcontentanalysistomeasureregulatoryfocus
AT wynnrolf languageofmotivationandemotioninaninternetsupportgroupforsmokingcessationexplorativeuseofautomatedcontentanalysistomeasureregulatoryfocus
AT wangbergsiljec languageofmotivationandemotioninaninternetsupportgroupforsmokingcessationexplorativeuseofautomatedcontentanalysistomeasureregulatoryfocus