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Published in: Addiction Science & Clinical Practice 1/2019

Open Access 01-12-2019 | Research

Development of a social media-based intervention targeting tobacco use and heavy episodic drinking in young adults

Authors: Danielle E. Ramo, Meredith C. Meacham, Manpreet Kaur, Ella S. Corpuz, Judith J. Prochaska, Derek D. Satre

Published in: Addiction Science & Clinical Practice | Issue 1/2019

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Abstract

Background

Tobacco use and heavy episodic drinking (HED) commonly co-occur in young adults. We developed and tested usability of the Smoking Tobacco and Drinking (STAND) intervention for young adults delivered on Facebook.

Methods

To inform the intervention, focus groups were held with 25 young adults age 18 to 25 (12% female; Mean age = 20.4) who smoked cigarettes and reported at least one HED episode in the past month. Facebook intervention posts (N = 180) were tailored to readiness to quit smoking, and tested in two private Facebook behavioral change groups (Ready, Not Ready) with N = 29 young adults (10% female; Mean age = 20.8). Participants flagged posts in need of change, and we assessed engagement (comment frequency).

Results

Focus groups revealed preference for changing one substance at a time and greater receptivity to quitting smoking than reducing drinking. Mean comments per post were 5.3 (SD = 1.1) in Ready groups and 11.7 (SD = 5.1) in Not Ready groups; 94/180 (52.2%) posts were flagged for change. The level of engagement and the flagging of posts for change did not differ by group or by whether the post targeted tobacco, alcohol, or both substances combined (all p > .10). Overall, STAND was rated as easy to understand, providing sound advice, worthy of recommendation, and helpful (all agreement 100% among Ready; 50–70% among Not Ready).

Conclusions

The current findings informed development of a social media-based intervention targeting tobacco and alcohol use in young adults. Although there was greater interest in making changes in smoking than drinking behavior, receptivity and acceptability of the Facebook post messages in the STAND intervention was high overall. The intervention is being further refined for evaluation in a larger trial.
Trial registration Name of the registry Smoking Tobacco and Drinking Study (STAND); Trial registration number NCT03163303; Date of registration 5/23/17; URL of trial registry record https://​clinicaltrials.​gov/​ct2/​show/​NCT03163303.
Appendix
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Literature
1.
go back to reference Weitzman ER, Chen YY. The co-occurrence of smoking and drinking among young adults in college: national survey results from the United States. Drug Alcohol Depend. 2005;80(3):377–86.PubMedCrossRef Weitzman ER, Chen YY. The co-occurrence of smoking and drinking among young adults in college: national survey results from the United States. Drug Alcohol Depend. 2005;80(3):377–86.PubMedCrossRef
2.
3.
go back to reference Substance Abuse and Mental Health Services Administration. Key substance use and mental health indicators in the United States: Results from the 2016 National Survey on Drug Use and Health. Rockville, MD: Center for Behavioral Health Statistics and Quality, Substance Abuse and Mental Health Services Administration: NSDUH Series H-52; 2017. Substance Abuse and Mental Health Services Administration. Key substance use and mental health indicators in the United States: Results from the 2016 National Survey on Drug Use and Health. Rockville, MD: Center for Behavioral Health Statistics and Quality, Substance Abuse and Mental Health Services Administration: NSDUH Series H-52; 2017.
4.
go back to reference Falk DE, Yi HY, Hiller-Sturmhofel S. An epidemiologic analysis of co-occurring alcohol and tobacco use and disorders: findings from the National Epidemiologic Survey on Alcohol and Related Conditions. Alcohol Res Health. 2006;29(3):162–71.PubMedPubMedCentral Falk DE, Yi HY, Hiller-Sturmhofel S. An epidemiologic analysis of co-occurring alcohol and tobacco use and disorders: findings from the National Epidemiologic Survey on Alcohol and Related Conditions. Alcohol Res Health. 2006;29(3):162–71.PubMedPubMedCentral
5.
go back to reference Harrison EL, McKee SA. Non-daily smoking predicts hazardous drinking and alcohol use disorders in young adults in a longitudinal U.S. sample. Drug Alcohol Depend. 2011;118(1):78–82.PubMedPubMedCentralCrossRef Harrison EL, McKee SA. Non-daily smoking predicts hazardous drinking and alcohol use disorders in young adults in a longitudinal U.S. sample. Drug Alcohol Depend. 2011;118(1):78–82.PubMedPubMedCentralCrossRef
6.
go back to reference Murray RP, Istvan JA, Voelker HT, Rigdon MA, Wallace MD. Level of involvement with alcohol and success at smoking cessation in the lung health study. J Stud Alcohol. 1995;56(1):74–82.PubMedCrossRef Murray RP, Istvan JA, Voelker HT, Rigdon MA, Wallace MD. Level of involvement with alcohol and success at smoking cessation in the lung health study. J Stud Alcohol. 1995;56(1):74–82.PubMedCrossRef
7.
go back to reference Hymowitz N, Cummings KM, Hyland A, Lynn WR, Pechacek TF, Hartwell TD. Predictors of smoking cessation in a cohort of adult smokers followed for five years. Tob Control. 1997;6(Suppl 2):S57–62.PubMedPubMedCentralCrossRef Hymowitz N, Cummings KM, Hyland A, Lynn WR, Pechacek TF, Hartwell TD. Predictors of smoking cessation in a cohort of adult smokers followed for five years. Tob Control. 1997;6(Suppl 2):S57–62.PubMedPubMedCentralCrossRef
8.
go back to reference Duffy SA, Ronis DL, Valenstein M, Lambert MT, Fowler KE, Gregory L, et al. A tailored smoking, alcohol, and depression intervention for head and neck cancer patients. Cancer Epidemiol Biomark Prev. 2006;15(11):2203–8.CrossRef Duffy SA, Ronis DL, Valenstein M, Lambert MT, Fowler KE, Gregory L, et al. A tailored smoking, alcohol, and depression intervention for head and neck cancer patients. Cancer Epidemiol Biomark Prev. 2006;15(11):2203–8.CrossRef
9.
go back to reference Jaszyna-Gasior M, Schroeder JR, Moolchan ET. Alcohol use and tobacco abstinence among adolescents in cessation treatment: preliminary findings. Addict Behav. 2007;32(3):617–21.PubMedCrossRef Jaszyna-Gasior M, Schroeder JR, Moolchan ET. Alcohol use and tobacco abstinence among adolescents in cessation treatment: preliminary findings. Addict Behav. 2007;32(3):617–21.PubMedCrossRef
11.
go back to reference Ames SC, Werch CE, Ames GE, Lange LJ, Schroeder DR, Hanson AC, et al. Integrated smoking cessation and binge drinking intervention for young adults: a pilot investigation. Ann Behav Med. 2010;40(3):343–9.PubMedPubMedCentralCrossRef Ames SC, Werch CE, Ames GE, Lange LJ, Schroeder DR, Hanson AC, et al. Integrated smoking cessation and binge drinking intervention for young adults: a pilot investigation. Ann Behav Med. 2010;40(3):343–9.PubMedPubMedCentralCrossRef
12.
go back to reference Ames SC, Pokorny SB, Schroeder DR, Tan W, Werch CE. Integrated smoking cessation and binge drinking intervention for young adults: a pilot efficacy trial. Addict Behav. 2014;39(5):848–53.PubMedCrossRef Ames SC, Pokorny SB, Schroeder DR, Tan W, Werch CE. Integrated smoking cessation and binge drinking intervention for young adults: a pilot efficacy trial. Addict Behav. 2014;39(5):848–53.PubMedCrossRef
13.
go back to reference Witkiewitz K, Desai SA, Bowen S, Leigh BC, Kirouac M, Larimer ME. Development and evaluation of a mobile intervention for heavy drinking and smoking among college students. Psychol Addict Behav. 2014;28(3):639–50.PubMedPubMedCentralCrossRef Witkiewitz K, Desai SA, Bowen S, Leigh BC, Kirouac M, Larimer ME. Development and evaluation of a mobile intervention for heavy drinking and smoking among college students. Psychol Addict Behav. 2014;28(3):639–50.PubMedPubMedCentralCrossRef
14.
go back to reference Haug S, Castro RP, Kowatsch T, Filler A, Schaub MP. Efficacy of a technology-based, integrated smoking cessation and alcohol intervention for smoking cessation in adolescents: results of a cluster-randomised controlled trial. J Subst Abuse Treat. 2017;82:55–66.PubMedCrossRef Haug S, Castro RP, Kowatsch T, Filler A, Schaub MP. Efficacy of a technology-based, integrated smoking cessation and alcohol intervention for smoking cessation in adolescents: results of a cluster-randomised controlled trial. J Subst Abuse Treat. 2017;82:55–66.PubMedCrossRef
15.
go back to reference Cao B, Gupta S, Wang J, Hightow-Weidman LB, Muessig KE, Tang W, et al. Social media interventions to promote HIV testing, linkage, adherence, and retention: systematic review and meta-analysis. J Med Internet Res. 2017;19(11):e394.PubMedPubMedCentralCrossRef Cao B, Gupta S, Wang J, Hightow-Weidman LB, Muessig KE, Tang W, et al. Social media interventions to promote HIV testing, linkage, adherence, and retention: systematic review and meta-analysis. J Med Internet Res. 2017;19(11):e394.PubMedPubMedCentralCrossRef
16.
go back to reference Pagoto S, Waring ME, May CN, Ding EY, Kunz WH, Hayes R, et al. Adapting behavioral interventions for social media delivery. J Med Internet Res. 2016;18(1):e24.PubMedPubMedCentralCrossRef Pagoto S, Waring ME, May CN, Ding EY, Kunz WH, Hayes R, et al. Adapting behavioral interventions for social media delivery. J Med Internet Res. 2016;18(1):e24.PubMedPubMedCentralCrossRef
17.
go back to reference Elaheebocus S, Weal M, Morrison L, Yardley L. Peer-based social media features in behavior change interventions: systematic review. J Med Internet Res. 2018;20(2):e20.PubMedPubMedCentralCrossRef Elaheebocus S, Weal M, Morrison L, Yardley L. Peer-based social media features in behavior change interventions: systematic review. J Med Internet Res. 2018;20(2):e20.PubMedPubMedCentralCrossRef
18.
go back to reference Bull SS, Levine DK, Black SR, Schmiege SJ, Santelli J. Social media-delivered sexual health intervention: a cluster randomized controlled trial. Am J Prev Med. 2012;43(5):467–74.PubMedPubMedCentralCrossRef Bull SS, Levine DK, Black SR, Schmiege SJ, Santelli J. Social media-delivered sexual health intervention: a cluster randomized controlled trial. Am J Prev Med. 2012;43(5):467–74.PubMedPubMedCentralCrossRef
19.
go back to reference Patrick K, Marshall SJ, Davila EP, Kolodziejczyk JK, Fowler JH, Calfas KJ, et al. Design and implementation of a randomized controlled social and mobile weight loss trial for young adults (project SMART). Contemp Clin Trials. 2014;37(1):10–8.PubMedCrossRef Patrick K, Marshall SJ, Davila EP, Kolodziejczyk JK, Fowler JH, Calfas KJ, et al. Design and implementation of a randomized controlled social and mobile weight loss trial for young adults (project SMART). Contemp Clin Trials. 2014;37(1):10–8.PubMedCrossRef
20.
go back to reference Young SD. Social media technologies for HIV prevention study retention among minority men who have sex with men (MSM). AIDS Behav. 2013;18(9):1625–9.CrossRef Young SD. Social media technologies for HIV prevention study retention among minority men who have sex with men (MSM). AIDS Behav. 2013;18(9):1625–9.CrossRef
21.
go back to reference Kernot J, Olds T, Lewis LK, Maher C. Effectiveness of a facebook-delivered physical activity intervention for post-partum women: a randomized controlled trial protocol. BMC Public Health. 2013;13:518.PubMedPubMedCentralCrossRef Kernot J, Olds T, Lewis LK, Maher C. Effectiveness of a facebook-delivered physical activity intervention for post-partum women: a randomized controlled trial protocol. BMC Public Health. 2013;13:518.PubMedPubMedCentralCrossRef
22.
go back to reference Cavallo DN, Tate DF, Ries AV, Brown JD, DeVellis RF, Ammerman AS. A social media-based physical activity intervention: a randomized controlled trial. Am J Prev Med. 2012;43(5):527–32.PubMedPubMedCentralCrossRef Cavallo DN, Tate DF, Ries AV, Brown JD, DeVellis RF, Ammerman AS. A social media-based physical activity intervention: a randomized controlled trial. Am J Prev Med. 2012;43(5):527–32.PubMedPubMedCentralCrossRef
23.
go back to reference Napolitano MA, Hayes S, Bennett GG, Ives AK, Foster GD. Using facebook and text messaging to deliver a weight loss program to college students. Obesity. 2013;21(1):25–31.PubMedCrossRef Napolitano MA, Hayes S, Bennett GG, Ives AK, Foster GD. Using facebook and text messaging to deliver a weight loss program to college students. Obesity. 2013;21(1):25–31.PubMedCrossRef
24.
go back to reference Pedrana A, Hellard M, Gold J, Ata N, Chang S, Howard S, et al. Queer as F**k: reaching and engaging gay men in sexual health promotion through social networking sites. J Med Internet Res. 2013;15(2):e25.PubMedPubMedCentralCrossRef Pedrana A, Hellard M, Gold J, Ata N, Chang S, Howard S, et al. Queer as F**k: reaching and engaging gay men in sexual health promotion through social networking sites. J Med Internet Res. 2013;15(2):e25.PubMedPubMedCentralCrossRef
25.
go back to reference Williams G, Hamm MP, Shulhan J, Vandermeer B, Hartling L. Social media interventions for diet and exercise behaviours: a systematic review and meta-analysis of randomised controlled trials. BMJ Open. 2014;4(2):e003926.PubMedPubMedCentralCrossRef Williams G, Hamm MP, Shulhan J, Vandermeer B, Hartling L. Social media interventions for diet and exercise behaviours: a systematic review and meta-analysis of randomised controlled trials. BMJ Open. 2014;4(2):e003926.PubMedPubMedCentralCrossRef
26.
go back to reference Jones K, Baldwin KA, Lewis PR. The potential influence of a social media intervention on risky sexual behavior and Chlamydia incidence. J Community Health Nurs. 2012;29(2):106–20.PubMedCrossRef Jones K, Baldwin KA, Lewis PR. The potential influence of a social media intervention on risky sexual behavior and Chlamydia incidence. J Community Health Nurs. 2012;29(2):106–20.PubMedCrossRef
27.
go back to reference Baskerville NB, Azagba S, Norman C, McKeown K, Brown KS. Effect of a digital social media campaign on young adult smoking cessation. Nicotine Tob Res. 2015;18:351–60.PubMedCrossRef Baskerville NB, Azagba S, Norman C, McKeown K, Brown KS. Effect of a digital social media campaign on young adult smoking cessation. Nicotine Tob Res. 2015;18:351–60.PubMedCrossRef
28.
go back to reference Naslund JA, Kim SJ, Aschbrenner KA, McCulloch LJ, Brunette MF, Dallery J, et al. Systematic review of social media interventions for smoking cessation. Addict Behav. 2017;73:81–93.PubMedPubMedCentralCrossRef Naslund JA, Kim SJ, Aschbrenner KA, McCulloch LJ, Brunette MF, Dallery J, et al. Systematic review of social media interventions for smoking cessation. Addict Behav. 2017;73:81–93.PubMedPubMedCentralCrossRef
29.
go back to reference Moreno MA, Whitehill JM. Influence of social media on alcohol use in adolescents and young adults. Alcohol Res Curr Rev. 2014;36(1):91–100. Moreno MA, Whitehill JM. Influence of social media on alcohol use in adolescents and young adults. Alcohol Res Curr Rev. 2014;36(1):91–100.
30.
go back to reference Hendriks H, Van den Putte B, Gebhardt WA, Moreno MA. Social drinking on social media: content analysis of the social aspects of alcohol-related posts on facebook and instagram. J Med Internet Res. 2018;20(6):e226-e.CrossRef Hendriks H, Van den Putte B, Gebhardt WA, Moreno MA. Social drinking on social media: content analysis of the social aspects of alcohol-related posts on facebook and instagram. J Med Internet Res. 2018;20(6):e226-e.CrossRef
31.
go back to reference Boyle SC, LaBrie JW, Froidevaux NM, Witkovic YD. Different digital paths to the keg? How exposure to peers’ alcohol-related social media content influences drinking among male and female first-year college students. Addict Behav. 2016;57:21–9.PubMedPubMedCentralCrossRef Boyle SC, LaBrie JW, Froidevaux NM, Witkovic YD. Different digital paths to the keg? How exposure to peers’ alcohol-related social media content influences drinking among male and female first-year college students. Addict Behav. 2016;57:21–9.PubMedPubMedCentralCrossRef
32.
go back to reference Bertholet N, Daeppen JB, McNeely J, Kushnir V, Cunningham JA. Smartphone application for unhealthy alcohol use: a pilot study. Subst Abuse. 2017;38(3):285–91.CrossRef Bertholet N, Daeppen JB, McNeely J, Kushnir V, Cunningham JA. Smartphone application for unhealthy alcohol use: a pilot study. Subst Abuse. 2017;38(3):285–91.CrossRef
33.
go back to reference Bertholet N, Godinho A, Cunningham JA. Smartphone application for unhealthy alcohol use: pilot randomized controlled trial in the general population. Drug Alcohol Depend. 2018;195:101–5.PubMedCrossRef Bertholet N, Godinho A, Cunningham JA. Smartphone application for unhealthy alcohol use: pilot randomized controlled trial in the general population. Drug Alcohol Depend. 2018;195:101–5.PubMedCrossRef
34.
go back to reference Bhochhibhoya A, Hayes L, Branscum P, Taylor L. The use of the internet for prevention of binge drinking among the college population: a systematic review of evidence. Alcohol Alcohol. 2015;50(5):526–35.PubMedCrossRef Bhochhibhoya A, Hayes L, Branscum P, Taylor L. The use of the internet for prevention of binge drinking among the college population: a systematic review of evidence. Alcohol Alcohol. 2015;50(5):526–35.PubMedCrossRef
36.
go back to reference Prochaska JO, DiClemente CC. Stages and processes of self-change of smoking: toward an integrative model of change. J Consult Clin Psychol. 1983;51(3):390–5.PubMedCrossRef Prochaska JO, DiClemente CC. Stages and processes of self-change of smoking: toward an integrative model of change. J Consult Clin Psychol. 1983;51(3):390–5.PubMedCrossRef
37.
go back to reference Ramo DE, Thrul J, Chavez K, Delucchi KL, Prochaska JJ. Feasibility and quit rates of the tobacco status project: a facebook smoking cessation intervention for young adults. J Med Internet Res. 2015;17(12):e291.PubMedPubMedCentralCrossRef Ramo DE, Thrul J, Chavez K, Delucchi KL, Prochaska JJ. Feasibility and quit rates of the tobacco status project: a facebook smoking cessation intervention for young adults. J Med Internet Res. 2015;17(12):e291.PubMedPubMedCentralCrossRef
38.
go back to reference Ramo DE, Thrul J, Delucchi KL, Ling PM, Hall SM, Prochaska JJ. The Tobacco Status Project (TSP): study protocol for a randomized controlled trial of a Facebook smoking cessation intervention for young adults. BMC Public Health. 2015;15(1):897.PubMedPubMedCentralCrossRef Ramo DE, Thrul J, Delucchi KL, Ling PM, Hall SM, Prochaska JJ. The Tobacco Status Project (TSP): study protocol for a randomized controlled trial of a Facebook smoking cessation intervention for young adults. BMC Public Health. 2015;15(1):897.PubMedPubMedCentralCrossRef
39.
go back to reference Ramo D, Thrul J, Delucchi KL, Hall SM, Ling PM, Belohlavek A, Prochaska JJ. A randomized controlled evaluation of the tobacco status project, a facebook intervention for young adults. Addiction. 2018;113:1683–95 (in press).CrossRef Ramo D, Thrul J, Delucchi KL, Hall SM, Ling PM, Belohlavek A, Prochaska JJ. A randomized controlled evaluation of the tobacco status project, a facebook intervention for young adults. Addiction. 2018;113:1683–95 (in press).CrossRef
40.
go back to reference Thrul J, Belohlavek A, Hambrick DA, Kaur M, Ramo DE. Conducting online focus groups on Facebook to inform health behavior change interventions: two case studies and lessons learned. Internet Interv. 2017;9((Supplement C)):106–11.PubMedPubMedCentralCrossRef Thrul J, Belohlavek A, Hambrick DA, Kaur M, Ramo DE. Conducting online focus groups on Facebook to inform health behavior change interventions: two case studies and lessons learned. Internet Interv. 2017;9((Supplement C)):106–11.PubMedPubMedCentralCrossRef
41.
go back to reference Klassen AC, Creswell J, Plano Clark VL, Smith KC, Meissner HI. Best practices in mixed methods for quality of life research. Qual Life Res. 2012;21(3):377–80.PubMedCrossRef Klassen AC, Creswell J, Plano Clark VL, Smith KC, Meissner HI. Best practices in mixed methods for quality of life research. Qual Life Res. 2012;21(3):377–80.PubMedCrossRef
42.
go back to reference Zhang W, Creswell J. The use of “mixing” procedure of mixed methods in health services research. Med Care. 2013;51(8):e51–7.PubMedCrossRef Zhang W, Creswell J. The use of “mixing” procedure of mixed methods in health services research. Med Care. 2013;51(8):e51–7.PubMedCrossRef
43.
go back to reference Yardley L, Morrison L, Bradbury K, Muller I. The person-based approach to intervention development: application to digital health-related behavior change interventions. J Med Internet Res. 2015;17(1):e30.PubMedPubMedCentralCrossRef Yardley L, Morrison L, Bradbury K, Muller I. The person-based approach to intervention development: application to digital health-related behavior change interventions. J Med Internet Res. 2015;17(1):e30.PubMedPubMedCentralCrossRef
44.
go back to reference Ramo DE, Liu H, Prochaska JJ. A mixed-methods study of young adults’ receptivity to using facebook for smoking cessation: if you build it, will they come? Am J Health Promot. 2014;29(4):e126–35.PubMedPubMedCentralCrossRef Ramo DE, Liu H, Prochaska JJ. A mixed-methods study of young adults’ receptivity to using facebook for smoking cessation: if you build it, will they come? Am J Health Promot. 2014;29(4):e126–35.PubMedPubMedCentralCrossRef
45.
go back to reference Heatherton TF, Kozlowski LT, Frecker RC, Fagerström KO. The fagerström test for nicotine dependence: a revision of the Fagerström Tolerance Questionnaire. Br J Addict. 1991;86:1119–27.PubMedCrossRef Heatherton TF, Kozlowski LT, Frecker RC, Fagerström KO. The fagerström test for nicotine dependence: a revision of the Fagerström Tolerance Questionnaire. Br J Addict. 1991;86:1119–27.PubMedCrossRef
46.
go back to reference Prochaska JO, DiClemente CC. Stages and processes of self-change for smoking: toward an integrative model of change. J Consult Clin Psychol. 1983;51(3):390–5.PubMedCrossRef Prochaska JO, DiClemente CC. Stages and processes of self-change for smoking: toward an integrative model of change. J Consult Clin Psychol. 1983;51(3):390–5.PubMedCrossRef
47.
go back to reference Bush K, Kivlahan DR, McDonell MB, Fihn SD, Bradley KA. The AUDIT alcohol consumption questions (AUDIT-C): an effective brief screening test for problem drinking. Ambulatory Care Quality Improvement Project (ACQUIP). Alcohol Use Disorders Identification Test. Arch Intern Med. 1998;158(16):1789–95.PubMedCrossRef Bush K, Kivlahan DR, McDonell MB, Fihn SD, Bradley KA. The AUDIT alcohol consumption questions (AUDIT-C): an effective brief screening test for problem drinking. Ambulatory Care Quality Improvement Project (ACQUIP). Alcohol Use Disorders Identification Test. Arch Intern Med. 1998;158(16):1789–95.PubMedCrossRef
48.
go back to reference Dedoose Version 4.5, web application for managing, analyzing, and presenting qualitative and mixed method research data. Los Angeles, CA: SocioCultural Research Consultants, LLC (www.dedoose.com); 2013. Dedoose Version 4.5, web application for managing, analyzing, and presenting qualitative and mixed method research data. Los Angeles, CA: SocioCultural Research Consultants, LLC (www.​dedoose.​com); 2013.
49.
go back to reference Fiore MC, Jaén CR, Baker TB, et al. Treating tobacco use and dependence: 2008 update. Clinical Practice Guideline. Rockville, MD: U.S. Department of Health and Human Services. Public Health Service; 2008. Fiore MC, Jaén CR, Baker TB, et al. Treating tobacco use and dependence: 2008 update. Clinical Practice Guideline. Rockville, MD: U.S. Department of Health and Human Services. Public Health Service; 2008.
50.
go back to reference National Institute on Alcohol Abuse and Alcoholism (ed). Rethinking drinking: alcohol use and your health. Rockville, MD: US Department of Health and Human Services; 2010. National Institute on Alcohol Abuse and Alcoholism (ed). Rethinking drinking: alcohol use and your health. Rockville, MD: US Department of Health and Human Services; 2010.
51.
go back to reference National Institute on Alcohol Abuse and Alcoholism. Alcohol screening and brief intervention for youth: a practitioner’s guide. US Department of Health and Human Services, editor. Rockville, MD: National Institute on Alcohol Abuse and Alcoholism; 2011. National Institute on Alcohol Abuse and Alcoholism. Alcohol screening and brief intervention for youth: a practitioner’s guide. US Department of Health and Human Services, editor. Rockville, MD: National Institute on Alcohol Abuse and Alcoholism; 2011.
52.
go back to reference Standard I. Ergonomic requirements for office work with visual display terminals (vdts)–part 11: guidance on usability. ISO Standard 9241-11: 1998. International Organization for Standardization; 1998. Standard I. Ergonomic requirements for office work with visual display terminals (vdts)–part 11: guidance on usability. ISO Standard 9241-11: 1998. International Organization for Standardization; 1998.
53.
go back to reference Radovic A, Gmelin T, Hua J, Long C, Stein BD, Miller E. Supporting Our Valued Adolescents (SOVA), a social media website for adolescents with depression and/or anxiety: technological feasibility, usability, and acceptability study. JMIR Mental Health. 2018;5(1):e17.PubMedPubMedCentralCrossRef Radovic A, Gmelin T, Hua J, Long C, Stein BD, Miller E. Supporting Our Valued Adolescents (SOVA), a social media website for adolescents with depression and/or anxiety: technological feasibility, usability, and acceptability study. JMIR Mental Health. 2018;5(1):e17.PubMedPubMedCentralCrossRef
54.
go back to reference Valdés BA, Hilderman CG, Hung C-T, Shirzad N, Van der Loos HM, editors. Usability testing of gaming and social media applications for stroke and cerebral palsy upper limb rehabilitation. In: Engineering in Medicine and Biology Society (EMBC), 2014 36th annual international conference of the IEEE. IEEE; 2014. Valdés BA, Hilderman CG, Hung C-T, Shirzad N, Van der Loos HM, editors. Usability testing of gaming and social media applications for stroke and cerebral palsy upper limb rehabilitation. In: Engineering in Medicine and Biology Society (EMBC), 2014 36th annual international conference of the IEEE. IEEE; 2014.
55.
go back to reference Park BK, Nahm E-S, Rogers VE, Choi M, Friedmann E, Wilson M, et al. A facebook-based obesity prevention program for Korean American adolescents: usability evaluation. J Pediatr Health Care. 2017;31(1):57–66.PubMedCrossRef Park BK, Nahm E-S, Rogers VE, Choi M, Friedmann E, Wilson M, et al. A facebook-based obesity prevention program for Korean American adolescents: usability evaluation. J Pediatr Health Care. 2017;31(1):57–66.PubMedCrossRef
56.
go back to reference Thrul J, Klein AB, Ramo DE. Smoking cessation intervention on facebook: which content generates the best engagement? J Med Internet Res. 2015;17(11):e244.PubMedPubMedCentralCrossRef Thrul J, Klein AB, Ramo DE. Smoking cessation intervention on facebook: which content generates the best engagement? J Med Internet Res. 2015;17(11):e244.PubMedPubMedCentralCrossRef
57.
go back to reference Sambunjak D, Straus SE, Marusic A. A systematic review of qualitative research on the meaning and characteristics of mentoring in academic medicine. J Gen Intern Med. 2010;25(1):72–8.PubMedCrossRef Sambunjak D, Straus SE, Marusic A. A systematic review of qualitative research on the meaning and characteristics of mentoring in academic medicine. J Gen Intern Med. 2010;25(1):72–8.PubMedCrossRef
58.
59.
go back to reference Ramo DE, Kaur M, Corpuz ES, Satre DD, Delucchi K, Brown SA, et al. Using Facebook to address smoking and heavy drinking in young adults: protocol for a randomized, controlled trial. Contemp Clin Trials. 2018;68:52–60.PubMedPubMedCentralCrossRef Ramo DE, Kaur M, Corpuz ES, Satre DD, Delucchi K, Brown SA, et al. Using Facebook to address smoking and heavy drinking in young adults: protocol for a randomized, controlled trial. Contemp Clin Trials. 2018;68:52–60.PubMedPubMedCentralCrossRef
60.
go back to reference Granville K. Facebook and Cambridge Analytica: what you need to know as fallout widens. New York Times; 2018. Granville K. Facebook and Cambridge Analytica: what you need to know as fallout widens. New York Times; 2018.
Metadata
Title
Development of a social media-based intervention targeting tobacco use and heavy episodic drinking in young adults
Authors
Danielle E. Ramo
Meredith C. Meacham
Manpreet Kaur
Ella S. Corpuz
Judith J. Prochaska
Derek D. Satre
Publication date
01-12-2019
Publisher
BioMed Central
Published in
Addiction Science & Clinical Practice / Issue 1/2019
Electronic ISSN: 1940-0640
DOI
https://doi.org/10.1186/s13722-019-0141-9

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