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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Dove Medical Press
2014
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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 |
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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 |
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