A Gamified Personalized Normative Feedback App to Reduce Drinking Among Sexual Minority Women: Randomized Controlled Trial and Feasibility Study

Sarah C Boyle, Joseph W LaBrie, Bradley M Trager, Lauren D Costine, Sarah C Boyle, Joseph W LaBrie, Bradley M Trager, Lauren D Costine

Abstract

Background: Sexual minority women disproportionately engage in heavy drinking and shoulder the burden of alcohol dependence. Although several intensive interventions are being developed to meet the needs of treatment-seeking sexual minority women, there remains a lack of preventive interventions to reduce drinking and its consequences among women not yet motivated to reduce their alcohol consumption.

Objective: We aimed to examine the feasibility and efficacy of reducing alcohol-related risks via personalized normative feedback (PNF) on alcohol use and coping delivered within LezParlay, a social media-inspired digital competition designed to challenge negative stereotypes about lesbian, bisexual, and queer (LBQ)-identified sexual minority women.

Methods: Feasibility was assessed by examining engagement with LezParlay outside the context of an incentivized research study, assessing the characteristics of the LBQ women taking part, and examining the competition's ability to derive risk-reducing actual norms as well as levels of acceptability and perceived benefits reported by participants. Intervention efficacy was examined by randomizing a subsample of 499 LBQ alcohol consumers (ie, drinkers) already taking part in the competition to receive sexual identity-specific PNF on alcohol use and coping, alcohol use only, or control topics over only 2 rounds of play. Changes in alcohol use and negative consequences were examined 2 and 4 months after the delivery of treatment PNF.

Results: A total of 2667 diverse LBQ women played ≥1 round of LezParlay. The competition attracted large numbers of moderate and heavy drinkers; however, risk-reducing actual norms could still be derived from competition rounds and featured in PNF. Efficacy results revealed that drinkers who received PNF on alcohol use and both alcohol use and coping had similar reductions in their weekly drinks (P=.003; P<.001), peak drinks (P<.001; P<.001), and negative consequences (P<.001; P<.001) relative to those who received PNF on control topics at the 2-month follow-up. However, at the 4-month follow-up, reductions in alcohol consumption outcomes faded among those who received alcohol PNF only (weekly: P=.06; peak: P=.11), whereas they remained relatively robust among those who received PNF on both alcohol use and coping (weekly: P=.02; peak: P=.03). Finally, participants found the competition highly acceptable and psychologically beneficial as a whole.

Conclusions: The LezParlay competition was found to be a feasible and efficacious means of reducing alcohol-related risks in this population. Our findings demonstrate the utility of correcting sexual identity-specific drinking and coping norms to reduce alcohol-related risks among LBQ women and suggest that this approach may also prove fruitful in other stigmatized health disparity populations. To engage these populations in the real world and expand the psychological benefits associated with PNF, our findings also point to packaging PNF within a broader, culturally tailored competition designed to challenge negative group stereotypes.

Trial registration: ClinicalTrials.gov NCT03884478; https://ichgcp.net/clinical-trials-registry/NCT03884478.

International registered report identifier (irrid): RR2-10.2196/24647.

Keywords: alcohol; gamification; intervention; mobile phone; sexual minority women; smartphone; social norms.

Conflict of interest statement

Conflicts of Interest: None declared.

©Sarah C Boyle, Joseph W LaBrie, Bradley M Trager, Lauren D Costine. Originally published in the Journal of Medical Internet Research (https://www.jmir.org), 13.05.2022.

Figures

Figure 1
Figure 1
The initial version of LezParlay tested in this trial was a device-responsive HTML5 web application that delivered personalized normative feedback on a number of lesbian, bisexual, and queer stereotypes and health-related topics within the context of a monthly competition.
Figure 2
Figure 2
Geodensity of LezParlay users across US metropolitan areas.
Figure 3
Figure 3
Flow of the evaluation showing study participants through screening, enrollment, and follow-ups. PNF: personalized normative feedback. T1: time point 1; T2: time point 2; T3: time point 3.
Figure 4
Figure 4
Personalized normative feedback (PNF) condition as a function of time for each outcome.

References

    1. Fish JN. Sexual orientation-related disparities in high-intensity binge drinking: findings from a nationally representative sample. LGBT Health. 2019 Jul;6(5):242–9. doi: 10.1089/lgbt.2018.0244.
    1. Hughes T. Alcohol-related problems among sexual minority women. Alcohol Treat Q. 2011;29(4):403–35. doi: 10.1080/07347324.2011.608336.
    1. Hughes TL, Veldhuis CB, Drabble LA, Wilsnack SC. Research on alcohol and other drug (AOD) use among sexual minority women: a global scoping review. PLoS One. 2020 Mar 18;15(3):e0229869. doi: 10.1371/journal.pone.0229869. PONE-D-19-22914
    1. McCabe SE, Hughes TL, Bostwick WB, West BT, Boyd CJ. Sexual orientation, substance use behaviors and substance dependence in the United States. Addiction. 2009 Aug;104(8):1333–45. doi: 10.1111/j.1360-0443.2009.02596.x. ADD2596
    1. Sell RL. Defining and measuring sexual orientation: a review. Arch Sex Behav. 1997 Dec;26(6):643–58. doi: 10.1023/a:1024528427013.
    1. Talley AE, Sher KJ, Steinley D, Wood PK, Littlefield AK. Patterns of alcohol use and consequences among empirically derived sexual minority subgroups. J Stud Alcohol Drugs. 2012 Mar;73(2):290–302. doi: 10.15288/jsad.2012.73.290.
    1. Bush R, Brown R, McNair R, Orellana L, Lubman DI, Staiger PK. Effectiveness of a culturally tailored SMS alcohol intervention for same-sex attracted women: protocol for an RCT. BMC Womens Health. 2019 Feb 06;19(1):29. doi: 10.1186/s12905-019-0729-y. 10.1186/s12905-019-0729-y
    1. Pachankis JE, McConocha EM, Clark KA, Wang K, Behari K, Fetzner BK, Brisbin CD, Scheer JR, Lehavot K. A transdiagnostic minority stress intervention for gender diverse sexual minority women's depression, anxiety, and unhealthy alcohol use: a randomized controlled trial. J Consult Clin Psychol. 2020 Jul;88(7):613–30. doi: 10.1037/ccp0000508. 2020-33411-001
    1. Meyer IH. Prejudice, social stress, and mental health in lesbian, gay, and bisexual populations: conceptual issues and research evidence. Psychol Bull. 2003 Sep;129(5):674–97. doi: 10.1037/0033-2909.129.5.674. 2003-99991-002
    1. Bandermann KM, Szymanski DM. Exploring coping mediators between heterosexist oppression and posttraumatic stress symptoms among lesbian, gay, and bisexual persons. Psychol Sex Orientat Gend Divers. 2014;1(3):213–24. doi: 10.1037/sgd0000044.
    1. Dorn-Medeiros CM, Doyle C. Alcohol as coping: internalized homophobia and heterosexism’s role in alcohol use among lesbians. J LGBT Issues Couns. 2018;12(3):142–57. doi: 10.1080/15538605.2018.1488230.
    1. Lehavot K, Simoni JM. The impact of minority stress on mental health and substance use among sexual minority women. J Consult Clin Psychol. 2011 Apr;79(2):159–70. doi: 10.1037/a0022839. 2011-03545-001
    1. Lewis RJ, Winstead BA, Mason TB, Lau-Barraco C. Social factors linking stigma-related stress with alcohol use among lesbians. J Soc Issues. 2017 Sep;73(3):545–62. doi: 10.1111/josi.12231.
    1. McNair R, Pennay A, Hughes T, Brown R, Leonard W, Lubman DI. A model for lesbian, bisexual and queer-related influences on alcohol consumption and implications for policy and practice. Cult Health Sex. 2016;18(4):405–21. doi: 10.1080/13691058.2015.1089602.
    1. Wilson SM, Gilmore AK, Rhew IC, Hodge KA, Kaysen DL. Minority stress is longitudinally associated with alcohol-related problems among sexual minority women. Addict Behav. 2016 Oct;61:80–3. doi: 10.1016/j.addbeh.2016.05.017. S0306-4603(16)30200-3
    1. Boyle SC, LaBrie JW, Witkovic YD. Do lesbians overestimate alcohol use norms? Exploring the potential utility of personalized normative feedback interventions to reduce high-risk drinking in Southern California lesbian communities. J Gay Lesbian Soc Serv. 2016;28(3):179–94. doi: 10.1080/10538720.2016.1190677.
    1. Boyle SC, Kettering V, Young SH, LaBrie JW. Alcohol Treat Q. 2020;38(4):415–29. doi: 10.1080/07347324.2020.1723459.
    1. Boyle SC, LaBrie JW, Omoto AM. Normative substance use antecedents among sexual minorities: a scoping review and synthesis. Psychol Sex Orientat Gend Divers. 2020 Jun;7(2):117–31. doi: 10.1037/sgd0000373.
    1. Ehlke SJ, Stamates AL, Kelley ML, Braitman AL. Bisexual women's reports of descriptive drinking norms for heterosexual, bisexual, and lesbian women. Psychol Sex Orientat Gend Divers. 2019 Jun;6(2):256–63. doi: 10.1037/sgd0000312.
    1. Litt DM, Lewis MA, Rhew IC, Hodge KA, Kaysen DL. Reciprocal relationships over time between descriptive norms and alcohol use in young adult sexual minority women. Psychol Addict Behav. 2015 Dec;29(4):885–93. doi: 10.1037/adb0000122. 2015-47835-001
    1. Cogger A, Conover KJ, Israel T. Factors influencing alcohol use among sexual minority women in a non-urban community: a mixed methods study. J LGBT Issues Couns. 2012;6(4):293–309. doi: 10.1080/15538605.2012.727745.
    1. Drabble L, Trocki KF. Alcohol in the life narratives of women: commonalities and differences by sexual orientation. Addict Res Theory. 2014 Jun 01;22(3):186–94. doi: 10.3109/16066359.2013.806651.
    1. Gruskin E, Byrne K, Kools S, Altschuler A. Consequences of frequenting the lesbian bar. Women Health. 2006;44(2):103–20. doi: 10.1300/j013v44n02_06.
    1. Parks CA. Lesbian social drinking: the role of alcohol in growing up and living as lesbian. Contemp Drug Probl. 1999;26(1):75–129. doi: 10.1177/009145099902600105. 10.1177_1756283X10363751
    1. Boyle SC, LaBrie JW, Costine LD, Witkovic YD. "It's how we deal": perceptions of LGB peers' use of alcohol and other drugs to cope and sexual minority adults' own coping motivated substance use following the Pulse nightclub shooting. Addict Behav. 2017 Feb;65:51–5. doi: 10.1016/j.addbeh.2016.10.001. S0306-4603(16)30343-4
    1. Berkowitz AD. The social norms approach: theory, research, and annotated bibliography. 2004. [2011-01-21]. .
    1. Perkins HW. The Social Norms Approach to Preventing School and College Age Substance Abuse: A Handbook for Educators, Counselors, and Clinicians. San Francisco, CA, USA: Jossey-Bass; 2003.
    1. Perkins HW, Berkowitz AD. Perceiving the community norms of alcohol use among students: some research implications for campus alcohol education programming. Int J Addict. 1986;21(9-10):961–76. doi: 10.3109/10826088609077249.
    1. Miller DT, Prentice DA. Changing norms to change behavior. Annu Rev Psychol. 2016;67:339–61. doi: 10.1146/annurev-psych-010814-015013.
    1. Murphy JG, Benson TA, Vuchinich RE, Deskins MM, Eakin D, Flood AM, McDevitt-Murphy ME, Torrealday O. A comparison of personalized feedback for college student drinkers delivered with and without a motivational interview. J Stud Alcohol. 2004 Mar;65(2):200–3. doi: 10.15288/jsa.2004.65.200.
    1. Saunders JB, Kypri K, Walters ST, Laforge RG, Larimer ME. Approaches to brief intervention for hazardous drinking in young people. Alcohol Clin Exp Res. 2004 Feb;28(2):322–9. doi: 10.1097/01.alc.0000113418.12889.08.
    1. Neighbors C, LaBrie JW, Hummer JF, Lewis MA, Lee CM, Desai S, Kilmer JR, Larimer ME. Group identification as a moderator of the relationship between perceived social norms and alcohol consumption. Psychol Addict Behav. 2010 Sep;24(3):522–8. doi: 10.1037/a0019944. 2010-19026-018
    1. Young CM, Neighbors C, DiBello AM, Sharp C, Zvolensky MJ, Lewis MA. Coping motives moderate efficacy of personalized normative feedback among heavy drinking U.S. college students. J Stud Alcohol Drugs. 2016 May;77(3):495–9. doi: 10.15288/jsad.2016.77.495.
    1. Young CM, Pedersen ER, Pearson AD, Neighbors C. Drinking to cope moderates the efficacy of changing veteran drinking norms as a strategy for reducing drinking and alcohol-related problems among U.S. veterans. Psychol Addict Behav. 2018 Mar;32(2):213–23. doi: 10.1037/adb0000347. 2018-03299-001
    1. Bertholet N, Daeppen JB, Cunningham JA, Burnand B, Gmel G, Gaume J. Are young men who overestimate drinking by others more likely to respond to an electronic normative feedback brief intervention for unhealthy alcohol use? Addict Behav. 2016 Dec;63:97–101. doi: 10.1016/j.addbeh.2016.07.015.S0306-4603(16)30264-7
    1. Rizer AM, Mauery DR, Haynes SG, Couser B, Gruman C. Challenges in intervention research for lesbian and bisexual women. LGBT Health. 2015 Jun;2(2):105–12. doi: 10.1089/lgbt.2014.0122.
    1. Bedendo A, Ferri CP, de Souza AA, Andrade AL, Noto AR. Pragmatic randomized controlled trial of a web-based intervention for alcohol use among Brazilian college students: motivation as a moderating effect. Drug Alcohol Depend. 2019 Jun 01;199:92–100. doi: 10.1016/j.drugalcdep.2019.02.021.S0376-8716(19)30113-9
    1. Dempsey RC, McAlaney J, Bewick BM. A critical appraisal of the social norms approach as an interventional strategy for health-related behavior and attitude change. Front Psychol. 2018 Nov 6;9:2180. doi: 10.3389/fpsyg.2018.02180. doi: 10.3389/fpsyg.2018.02180.
    1. Palfai TP, Winter M, Lu J, Rosenbloom D, Saitz R. Personalized feedback as a universal prevention approach for college drinking: a randomized trial of an e-mail linked universal web-based alcohol intervention. J Prim Prev. 2014 Apr;35(2):75–84. doi: 10.1007/s10935-013-0337-9.
    1. Boyle SC, Earle AM, LaBrie JW, Smith DJ. PNF 2.0? Initial evidence that gamification can increase the efficacy of brief, web-based personalized normative feedback alcohol interventions. Addict Behav. 2017 Apr;67:8–17. doi: 10.1016/j.addbeh.2016.11.024. S0306-4603(16)30416-6
    1. Earle AM, LaBrie JW, Boyle SC, Smith D. In pursuit of a self-sustaining college alcohol intervention: deploying gamified PNF in the real world. Addict Behav. 2018 May;80:71–81. doi: 10.1016/j.addbeh.2018.01.005. S0306-4603(18)30009-1
    1. LaBrie JW, de Rutte JL, Boyle SC, Tan CN, Earle AM. Leveraging copresence to increase the effectiveness of gamified personalized normative feedback. Addict Behav. 2019 Dec;99:106085. doi: 10.1016/j.addbeh.2019.106085. S0306-4603(19)30410-1
    1. Boyle SC, LaBrie JW. A gamified, social media-inspired, web-based personalized normative feedback alcohol intervention for lesbian, bisexual, and queer-identified women: protocol for a hybrid trial. JMIR Res Protoc. 2021 Apr 16;10(4):e24647. doi: 10.2196/24647. v10i4e24647
    1. Mohr DC, Cheung K, Schueller SM, Hendricks Brown C, Duan N. Continuous evaluation of evolving behavioral intervention technologies. Am J Prev Med. 2013 Oct;45(4):517–23. doi: 10.1016/j.amepre.2013.06.006. S0749-3797(13)00387-5
    1. Mohr DC, Schueller SM, Montague E, Burns MN, Rashidi P. The behavioral intervention technology model: an integrated conceptual and technological framework for eHealth and mHealth interventions. J Med Internet Res. 2014 Jun 05;16(6):e146. doi: 10.2196/jmir.3077. v16i6e146
    1. Mohr DC, Schueller SM, Riley WT, Brown CH, Cuijpers P, Duan N, Kwasny MJ, Stiles-Shields C, Cheung K. Trials of intervention principles: evaluation methods for evolving behavioral intervention technologies. J Med Internet Res. 2015 Jul 08;17(7):e166. doi: 10.2196/jmir.4391. v17i7e166
    1. Baer J. Etiology and secondary prevention of alcohol problems with young adults. In: Baer JS, Marlatt GA, McMahon RJ, editors. Addictive Behaviors Across the Life Span: Prevention, Treatment, and Policy Issues. Thousand Oaks, CA, USA: Sage Publications; 1993. pp. 111–37.
    1. Herek GM. Hate crimes and stigma-related experiences among sexual minority adults in the United States: prevalence estimates from a national probability sample. J Interpers Violence. 2009 Jan;24(1):54–74. doi: 10.1177/0886260508316477.0886260508316477
    1. Thomas DR. A general inductive approach for analyzing qualitative evaluation data. Am J Eval. 2006;27(2):237–46. doi: 10.1177/1098214005283748.
    1. Liu L. Using generic inductive approach in qualitative educational research: a case study analysis. J Educ Learn. 2016;5(2):129–35. doi: 10.5539/jel.v5n2p129.
    1. Alcohol Research: Current Reviews Editorial Staff Drinking patterns and their definitions. Alcohol Res. 2018;39(1):17–18.
    1. Bloom AW. Advances in substance abuse prevention and treatment interventions among racial, ethnic, and sexual minority populations. Alcohol Res. 2016;38(1):47–54.
    1. Riper H, van Straten A, Keuken M, Smit F, Schippers G, Cuijpers P. Curbing problem drinking with personalized-feedback interventions: a meta-analysis. Am J Prev Med. 2009 Mar;36(3):247–55. doi: 10.1016/j.amepre.2008.10.016.S0749-3797(08)00968-9
    1. Dotson KB, Dunn ME, Bowers CA. Stand-alone personalized normative feedback for college student drinkers: a meta-analytic review, 2004 to 2014. PLoS One. 2015 Oct 8;10(10):e0139518. doi: 10.1371/journal.pone.0139518. PONE-D-15-26318
    1. Doherty AM, Mason C, Fear NT, Rona R, Greenberg N, Goodwin L. Are brief alcohol interventions targeting alcohol use efficacious in military and veteran populations? A meta-analysis. Drug Alcohol Depend. 2017 Sep 01;178:571–8. doi: 10.1016/j.drugalcdep.2017.05.029.S0376-8716(17)30303-4
    1. Dworkin ER, Cadigan J, Hughes T, Lee C, Kaysen D. Sexual identity of drinking companions, drinking motives, and drinking behaviors among young sexual minority women: an analysis of daily data. Psychol Addict Behav. 2018 Aug;32(5):540–51. doi: 10.1037/adb0000384. 2018-36320-001
    1. Lewis RJ, Mason TB, Winstead BA, Gaskins M, Irons LB. Pathways to hazardous drinking among racially and socioeconomically diverse lesbian women: sexual minority stress, rumination, social isolation, and drinking to cope. Psychol Women Q. 2016;40(4):564–81. doi: 10.1177/0361684316662603.
    1. Dimova ED, Elliott L, Frankis J, Drabble L, Wiencierz S, Emslie C. Alcohol interventions for LGBTQ+ adults: a systematic review. Drug Alcohol Rev. 2022 Jan;41(1):43–53. doi: 10.1111/dar.13358.
    1. Kidd JD, Paschen-Wolff MM, Mericle AA, Caceres BA, Drabble LA, Hughes TL. A scoping review of alcohol, tobacco, and other drug use treatment interventions for sexual and gender minority populations. J Subst Abuse Treat. 2022 Feb;133:108539. doi: 10.1016/j.jsat.2021.108539. S0740-5472(21)00265-8
    1. Allen JL, Mowbray O. Sexual orientation, treatment utilization, and barriers for alcohol related problems: findings from a nationally representative sample. Drug Alcohol Depend. 2016 Apr 01;161:323–30. doi: 10.1016/j.drugalcdep.2016.02.025.S0376-8716(16)00100-9
    1. Green KE. Barriers and treatment preferences reported by worried drinkers of various sexual orientations. Alcohol Treat Q. 2011;29(1):45–63. doi: 10.1080/07347324.2011.538311.
    1. Levak S, Kuerbis AN, Morgenstern J. Drink goal difficulty effect on outcomes in moderation-based alcohol treatment for sexual minority men. J Subst Abuse Treat. 2020 May;112:1–9. doi: 10.1016/j.jsat.2020.01.001.
    1. Ratts MJ, Kaloper M, McReady C, Tighe L, Butler SK, Dempsey K, McCullough J. Safe space programs in K-12 schools: creating a visible presence of LGBTQ allies. J LGBT Issues Couns. 2013;7(4):387–404. doi: 10.1080/15538605.2013.839344.
    1. Riggle ED, Gonzalez KA, Rostosky SS, Black WW. Cultivating positive LGBTQA identities: an intervention study with college students. J LGBT Issues Couns. 2014;8(3):264–81. doi: 10.1080/15538605.2014.933468.
    1. Hatzenbuehler ML. How does sexual minority stigma "get under the skin"? A psychological mediation framework. Psychol Bull. 2009 Sep;135(5):707–30. doi: 10.1037/a0016441. 2009-12487-002
    1. Lick DJ, Durso LE, Johnson KL. Minority stress and physical health among sexual minorities. Perspect Psychol Sci. 2013 Sep;8(5):521–48. doi: 10.1177/1745691613497965.8/5/521
    1. Sparkman G, Walton GM. Dynamic norms promote sustainable behavior, even if it is counternormative. Psychol Sci. 2017 Nov;28(11):1663–74. doi: 10.1177/0956797617719950.
    1. Sparkman G, Walton GM. Witnessing change: dynamic norms help resolve diverse barriers to personal change. J Exp Soc Psychol. 2019 May;82:238–52. doi: 10.1016/j.jesp.2019.01.007.

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