Literature DB >> 33456098

Text message content as a window into college student drinking: Development and initial validation of a dictionary of "alcohol talk".

Michaeline Jensen1, Andrea Hussong2.   

Abstract

The ubiquity of digital communication within the high-risk drinking environment of college students raises exciting new directions for prevention research. However, we are lacking relevant constructs and tools to analyze digital platforms that serve to facilitate, discuss, and rehash alcohol use. In the current study, we introduce the construct of alcohol-talk (or the extent to which college students use alcohol-related words in text messaging exchanges) as well as introduce and validate a novel tool for measuring this construct. We describe a closed-vocabulary, dictionary-based method for assessing alcohol-talk. Analyses of 569,172 text messages from 267 college students indicate that this method produces a reliable and valid measure that correlates as expected with self-reported alcohol and related risk constructs. We discuss the potential utility of this method for prevention studies.

Entities:  

Year:  2019        PMID: 33456098      PMCID: PMC7806185          DOI: 10.1177/0165025419889175

Source DB:  PubMed          Journal:  Int J Behav Dev        ISSN: 0165-0254


  11 in total

Review 1.  Peer influences on college drinking: a review of the research.

Authors:  B Borsari; K B Carey
Journal:  J Subst Abuse       Date:  2001

2.  "I will take a shot for every 'like' I get on this status": posting alcohol-related Facebook content is linked to drinking outcomes.

Authors:  Erin C Westgate; Clayton Neighbors; Hannes Heppner; Susanna Jahn; Kristen P Lindgren
Journal:  J Stud Alcohol Drugs       Date:  2014-05       Impact factor: 2.582

3.  Mining big data to extract patterns and predict real-life outcomes.

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Journal:  Psychol Methods       Date:  2016-12

4.  A practical guide to big data research in psychology.

Authors:  Eric Evan Chen; Sean P Wojcik
Journal:  Psychol Methods       Date:  2016-12

5.  Gaining insights from social media language: Methodologies and challenges.

Authors:  Margaret L Kern; Gregory Park; Johannes C Eichstaedt; H Andrew Schwartz; Maarten Sap; Laura K Smith; Lyle H Ungar
Journal:  Psychol Methods       Date:  2016-08-08

6.  Text Messaging and Social Network Site Use to Facilitate Alcohol Involvement: A Comparison of U.S. and Korean College Students.

Authors:  Michaeline Jensen; Andrea M Hussong; Jeesook Baik
Journal:  Cyberpsychol Behav Soc Netw       Date:  2018-04-18

7.  Hurting, helping, or neutral? The effects of parental permissiveness toward adolescent drinking on college student alcohol use and problems.

Authors:  Lindsey Varvil-Weld; D Max Crowley; Rob Turrisi; Mark T Greenberg; Kimberly A Mallett
Journal:  Prev Sci       Date:  2014-10

8.  Whose opinion matters? The relationship between injunctive norms and alcohol consequences in college students.

Authors:  Joseph W LaBrie; Justin F Hummer; Clayton Neighbors; Mary E Larimer
Journal:  Addict Behav       Date:  2009-12-31       Impact factor: 3.913

Review 9.  Influence of Social Media on Alcohol Use in Adolescents and Young Adults.

Authors:  Megan A Moreno; Jennifer M Whitehill
Journal:  Alcohol Res       Date:  2014

Review 10.  The burden of alcohol use: excessive alcohol consumption and related consequences among college students.

Authors:  Aaron White; Ralph Hingson
Journal:  Alcohol Res       Date:  2013
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  2 in total

1.  Digital Parenting of Emerging Adults in the 21st Century.

Authors:  Michaeline Jensen; Andrea M Hussong; Emily Haston
Journal:  Soc Sci (Basel)       Date:  2021-12-16

2.  Analysis of the Emails From the Dutch Web-Based Intervention "Alcohol de Baas": Assessment of Early Indications of Drop-Out in an Online Alcohol Abuse Intervention.

Authors:  Wouter A C Smink; Anneke M Sools; Marloes G Postel; Erik Tjong Kim Sang; Auke Elfrink; Lukas B Libbertz-Mohr; Bernard P Veldkamp; Gerben J Westerhof
Journal:  Front Psychiatry       Date:  2021-12-15       Impact factor: 4.157

  2 in total

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