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动机和情感在互联网戒烟支持小组中的语言:使用自动化内容分析来衡量调节焦点的探索性应用。

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

机构信息

Department of Clinical Dentistry, University of Tromsø, Tromsø

Department of Psychology, University of Tromsø, Tromsø

出版信息

Psychol Res Behav Manag. 2014 Jan 15;7:19-29. doi: 10.2147/PRBM.S54947. eCollection 2014.

DOI:10.2147/PRBM.S54947
PMID:24470780
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC3896322/
Abstract

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.

摘要

本研究描述了一种从戒烟互联网支持小组(ISG)中提取的文本数据中识别动机过程的新方法。基于先前的研究发现,“预防”焦点可能更有助于维持行为改变,因此假设 1)信号“促进”焦点的语言使用(即使用情感词)在 ISG 的启动阶段占主导地位,并且 2)表示预防焦点的词的比例会随着时间的推移而增加。数据来自 ISG 网站,涵盖了 4 年的论坛活动。使用语言探究和词汇计数应用程序对数据进行了分析。第一个假设——启动阶段的促进焦点主导地位——在第 1 年没有得到支持。然而,对于所有其他测量的年份,数据表明,与促进失败相比,预防失败更为普遍。结果表明,内容分析可用于调查 ISG 中的动机和语言驱动过程。了解自我调节、生活方式改变和现代通信渠道之间的相互作用,对于为公众提供更好的医疗保健服务和干预措施至关重要。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c1d0/3896322/f21db3afb9bc/prbm-7-019Fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c1d0/3896322/f21db3afb9bc/prbm-7-019Fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c1d0/3896322/f21db3afb9bc/prbm-7-019Fig1.jpg

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