Mobile technology-based interventions for adult users of alcohol: a systematic review of the literature
Abstract
Background Worldwide, 16% of people aged 15 and older engage in harmful use of alcohol. Harmful alcohol use leads to a host of preventable negative social and health consequences. Mobile technology-based interventions provide a particularly promising avenue for the widespread and cost-effective delivery of treatment that is accessible, affordable, individualized, and destigmatized to both alcohol-dependent and nondependent individuals.Aims The present review sought to summarize the current literature on mobile technology-based interventions among adult users of alcohol and determine the efficacy of such interventions.Methods Five databases were searched in December 2015 (Jan. 2004-Dec. 2015). Inclusion criteria were: participants aged 18 or older, interventions delivered through mobile-technology, and outcome measurement of alcohol reduction/cessation.Findings Eight studies met inclusion criteria. The majority of the studies reviewed found positive effects of the intervention, even though the interventions themselves varied in design, length, dosage, and target population, and were pilot or preliminary in nature.Conclusions Findings from this review highlight the promising, yet preliminary state of research in this area. Studies with adequate power and valid design are necessary to evaluate the potential of mobile technology-based interventions on long-term alcohol behavior outcomes. Furthermore, future research should elucidate what the most effective length of time is for a mobile technology-based intervention, how often individuals should receive messages for maximum benefit, and determine the comparative effectiveness of mobile technology interventions with other efficacious interventions.
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Use of technologies among non-dependent alcoholic drinkers has been found to be promising.
“Research has found the use of technologies among non-dependent alcoholic drinkers to be promising [47, 48].”
From Engaging women with an embodied conversational agent to deliver mindfulness and lifestyle recommendations: A feasibility randomized control trial (2017) · cites this paper as [48]
Cites
Preferred Reporting Items for Systematic Reviews and Meta-Analyses: the PRISMA statement
Moher, D., Liberati, A., Tetzlaff, J., Altman, D. G., & for the PRISMA Group (2009) · BMJ · doi:10.1136/bmj.b2535 · Cited by 83,823 · see citing works
Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement
Moher, D., Liberati, A., Tetzlaff, J., Altman, D. G., & The PRISMA Group (2009) · PLoS Medicine · doi:10.1371/journal.pmed.1000097 · Cited by 64,042 · see citing works
Preferred reporting items for systematic reviews and meta-analyses: the PRISMA Statement.
(2009) · PubMed Central · Cited by 44,859 · see citing works
Lim, S. S., Vos, T., Flaxman, A. D., Danaei, G., Shibuya, K., Adair-Rohani, H., AlMazroa, M. A., Amann, M., Anderson, H. R., Andrews, K. G., et al. (2012) · The Lancet · doi:10.1016/s0140-6736(12)61766-8 · Cited by 11,805 · see citing works
Hettema, J., Steele, J., & Miller, W. R. (2005) · Annual Review of Clinical Psychology · doi:10.1146/annurev.clinpsy.1.102803.143833 · Cited by 1,803 · see citing works
Free, C., Phillips, G., Galli, L., Watson, L., Felix, L., Edwards, P., Patel, V., & Haines, A. (2013) · PLoS Medicine · doi:10.1371/journal.pmed.1001362 · Cited by 1,766 · see citing works
Why do young people drink? A review of drinking motives
Kuntsche, E., Knibbe, R., Gmel, G., & Engels, R. (2005) · Clinical Psychology Review · doi:10.1016/j.cpr.2005.06.002 · Cited by 1,472 · see citing works
Heron, K. E., & Smyth, J. M. (2010) · British Journal of Health Psychology · doi:10.1348/135910709x466063 · Cited by 1,438 · see citing works
Investigating the determinants and age and gender differences in the acceptance of mobile learning
Wang, Y., Wu, M., & Wang, H. (2008) · British Journal of Educational Technology · doi:10.1111/j.1467-8535.2007.00809.x · Cited by 1,233 · see citing works
Behavior change interventions delivered by mobile telephone short message service
Fjeldsoe, B. S., Marshall, A. L., & Miller, Y. D. (2009) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2008.09.040 · Cited by 1,213 · cited 1× · see citing works
“Similarly, examining behavior change as affected by SMS interventions more broadly, Fjeldsoe, Marshall, and Miller (2009) found that 13 of the 14 studies reviewed in their article resulted in positive behavior change across a variety of health-related behaviors, such as diabetes self-management,…”
BackgroundMoyer, A., Finney, J. W., Swearingen, C. E., & Vergun, P. (2002) · Addiction · doi:10.1046/j.1360-0443.2002.00018.x · Cited by 1,092 · see citing works
Livingston, J. D., Milne, T., Fang, M. L., & Amari, E. (2012) · Addiction · doi:10.1111/j.1360-0443.2011.03601.x · Cited by 927 · see citing works
A Smartphone Application to Support Recovery From Alcoholism: A Randomized Clinical Trial
Gustafson, D. H., McTavish, F. M., Chih, M.-Y., Atwood, A. K., Johnson, R. A., Boyle, M. G., Levy, M. S., Driscoll, H., Chisholm, S. M., Dillenburg, L., et al. (2014) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2013.4642 · Cited by 692 · see citing works
Handbook of Alcoholism Treatment Approaches: Effective Alternatives.
Goldman, M. S. (1996) · Contemporary Psychology · doi:10.1037/003083 · Cited by 636 · see citing works
Feasibility, Acceptability, and Preliminary Efficacy of a Smartphone Intervention for Schizophrenia
Ben-Zeev, D., Brenner, C. J., Begale, M., Duffecy, J., Mohr, D. C., & Mueser, K. T. (2014) · Schizophrenia Bulletin · doi:10.1093/schbul/sbu033 · Cited by 493 · see citing works
Brief alcohol interventions for adolescents and young adults: A systematic review and meta-analysis
Tanner-Smith, E. E., & Lipsey, M. W. (2015) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2014.09.001 · Cited by 468 · see citing works
Reasons for increased substance use in psychosis
Gregg, L., Barrowclough, C., & Haddock, G. (2007) · Clinical Psychology Review · doi:10.1016/j.cpr.2006.09.004 · Cited by 249 · see citing works
The efficacy of tailored interventions
Ryan, P., & Lauver, D. R. (2002) · Journal of Nursing Scholarship · doi:10.1111/j.1547-5069.2002.00331.x · Cited by 230 · see citing works
Hester, R. K., Squires, D. D., & Delaney, H. D. (2005) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2004.12.002 · Cited by 221 · see citing works
Group Treatment for Substance Abuse: A Stages-of-Change Therapy Manual
Velasquez, M. M., Maurer, G. G., Crouch, C., & DiClemente, C. C. (2001) · Medical Entomology and Zoology · Cited by 202 · see citing works
Scott-Sheldon, L. A. J., Carey, K. B., Elliott, J. C., Garey, L., & Carey, M. P. (2014) · Journal of Consulting and Clinical Psychology · doi:10.1037/a0035192 · Cited by 198 · see citing works
Suffoletto, B. P., Callaway, C. W., Kristan, J., Kraemer, K. L., & Clark, D. B. (2011) · Alcoholism Clinical and Experimental Research · doi:10.1111/j.1530-0277.2011.01646.x · Cited by 190 · see citing works
Handbook of Alcoholism Treatment Approaches: Effective Alternatives
Rotgers, F. (1996) · Journal of Studies on Alcohol · doi:10.15288/jsa.1996.57.101 · Cited by 187 · see citing works
Agyapong, V. I. O., Ahern, S., McLoughlin, D. M., & Farren, C. K. (2012) · Journal of Affective Disorders · doi:10.1016/j.jad.2012.02.040 · Cited by 167 · see citing works
Text messaging interventions for adolescent and young adult substance use: a meta-analysis
Mason, M., Ola, B., Zaharakis, N., & Zhang, J. (2015) · Prevention Science · doi:10.1007/s11121-014-0498-7 · Cited by 160 · see citing works
Weitzel, J. A., Bernhardt, J. M., Usdan, S., Mays, D., & Glanz, K. (2007) · Journal of Studies on Alcohol and Drugs · doi:10.15288/jsad.2007.68.534 · Cited by 142 · see citing works
<i>Enhancing Intervention Fidelity: A Means of Strengthening Study Impact</i>
Horner, S., Rew, L., & Torres, R. (2006) · Journal for Specialists in Pediatric Nursing · doi:10.1111/j.1744-6155.2006.00050.x · Cited by 141 · see citing works
Witkiewitz, K., Desai, S. A., Bowen, S., Leigh, B. C., Kirouac, M., & Larimer, M. E. (2014) · Psychology of Addictive Behaviors · doi:10.1037/a0034747 · Cited by 134 · see citing works
Gonzalez, V. M., & Dulin, P. L. (2015) · Journal of Consulting and Clinical Psychology · doi:10.1037/a0038620 · Cited by 118 · see citing works
Suffoletto, B. P., Kristan, J., Chung, T. A., Jeong, K., Fabio, A., Monti, P. M., & Clark, D. B. (2015) · PLoS ONE · doi:10.1371/journal.pone.0142877 · Cited by 116 · see citing works
Samson, J. E., & Tanner‐Smith, E. E. (2015) · Journal of Studies on Alcohol and Drugs · doi:10.15288/jsad.2015.76.530 · Cited by 103 · see citing works
Arbanowski, S., Ballon, P., David, K., Droegehorn, O., Eertink, H., Kellerer, W., van Kranenburg, H., Raatikainen, K. E. E., & Popescu-Zeletin, R. (2004) · IEEE Communications Magazine · doi:10.1109/mcom.2004.1336722 · Cited by 96 · see citing works
Acceptability of Emergency Department‐based Screening and Brief Intervention for Alcohol Problems
Hungerford, D. W., Pollock, D. A., & Todd, K. H. (2000) · Academic Emergency Medicine · doi:10.1111/j.1553-2712.2000.tb00496.x · Cited by 87 · see citing works
Litvin, E. B., Abrantes, A. M., & Brown, R. A. (2012) · Addictive Behaviors · doi:10.1016/j.addbeh.2012.09.003 · Cited by 85 · see citing works
Text Messaging to Increase Readiness to Change Alcohol Use in College Students
Mason, M. J., Benotsch, E. G., Way, T., Kim, H., & Snipes, D. J. (2013) · The Journal of Primary Prevention · doi:10.1007/s10935-013-0329-9 · Cited by 84 · see citing works
Hester, R. K., Delaney, H. D., & Campbell, W. P. (2011) · Psychology of Addictive Behaviors · doi:10.1037/a0024753 · Cited by 81 · see citing works
Álvarez-Bueno, C., Rodríguez-Martín, B., García-Ortiz, L., Gómez-Marcos, M. Á., & Martínez-Vizcaíno, V. (2015) · Preventive Medicine · doi:10.1016/j.ypmed.2014.12.010 · Cited by 78 · see citing works
Assessing fidelity in individual and family therapy for adolescent substance abuse
Hogue, A., Dauber, S., Chinchilla, P., Fried, A., Henderson, C., Inclan, J., Reiner, R. H., & Liddle, H. A. (2008) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2007.09.002 · Cited by 78 · see citing works
Agyapong, V. I. O., Milnes, J., McLoughlin, D. M., & Farren, C. K. (2013) · Technology and Health Care · doi:10.3233/thc-120707 · Cited by 76 · see citing works
Adelman, C. B., Panza, K. E., Bartley, C. A., Bontempo, A., & Bloch, M. H. (2014) · The Journal of Clinical Psychiatry · doi:10.4088/jcp.13r08894 · Cited by 75 · see citing works
Copeland, A. L., Martin, P. D., Geiselman, P. J., Rash, C. J., & Kendzor, D. E. (2005) · Addictive Behaviors · doi:10.1016/j.addbeh.2005.04.020 · Cited by 73 · see citing works
Gowda, C., Schaffer, S. E., Kopec, K., Markel, A., & Dempsey, A. F. (2013) · Human Vaccines & Immunotherapeutics · doi:10.4161/hv.22821 · Cited by 73 · see citing works
The use of emerging technologies in alcohol treatment.
Cunningham, J. A., Kypri, K., & McCambridge, J. (2011) · Europe PMC (PubMed Central) · Cited by 57 · see citing works
Exploring the Focus and Experiences of Smartphone Applications for Addiction Recovery
Savic, M., Best, D. W., Rodda, S. N., & Lubman, D. I. (2013) · Journal of Addictive Diseases · doi:10.1080/10550887.2013.824331 · Cited by 53 · see citing works
Examining Perceptions of a Smartphone-Based Intervention System for Alcohol Use Disorders
Giroux, D., Bacon, S., King, D. K., Dulin, P., & Gonzalez, V. (2014) · Telemedicine and e-Health · doi:10.1089/tmj.2013.0222 · Cited by 46 · see citing works
Ishikawa, Y., Hirai, K., Saito, H., Fukuyoshi, J., Yonekura, A., Harada, K., Seki, A., Shibuya, D., & Nakamura, Y. (2012) · BMC Public Health · doi:10.1186/1471-2458-12-760 · Cited by 42 · see citing works
eHealth Solutions for Healthcare Disparities
Gibbons, M. C. (2007) · Springer eBooks · doi:10.1007/978-0-387-72815-5 · Cited by 39 · see citing works
Sankaranarayanan, J., & Sallach, R. E. (2014) · Telemedicine and e-Health · doi:10.1089/tmj.2013.0150 · Cited by 39 · see citing works
Approaches to Drug Abuse Counseling.
Boren, J. J., Onken, L. S., & Carroll, K. M. (2000) · Cited by 37 · see citing works
Milan, J. E., & White, A. A. (2010) · American Journal of Health Promotion · doi:10.4278/ajhp.071231143 · Cited by 35 · see citing works
Brown, J. (2013) · Worldviews on Evidence-Based Nursing · doi:10.1111/wvn.12000 · Cited by 30 · see citing works
Budman, S. H., Portnoy, D. B., & Villapiano, A. J. (2003) · Psychotherapy · doi:10.1037/0033-3204.40.1-2.45 · Cited by 30 · see citing works
Payne, K. A., & Myhr, G. (2010) · Healthcare policy · doi:10.12927/hcpol.2013.21647 · Cited by 28 · see citing works
Scott‐Sheldon, L. A. J., DeMartini, K. S., Carey, K. B., & Carey, M. P. (2009) · Journal of Social and Clinical Psychology · doi:10.1521/jscp.2009.28.7.799 · Cited by 25 · see citing works
eHealth Solutions for Healthcare Disparities
Borg, S. W. (2008) · JAMA · doi:10.1001/jama.299.8.961 · Cited by 16 · see citing works
Etter, J. (2006) · Education for Health · doi:10.1080/13576280600742386 · Cited by 9 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Binge drinking: Health impact, prevalence, correlates and interventions
Kuntsche, E. N., Kuntsche, S., Thrul, J., & Gmel, G. E. (2017) · Psychology and Health · doi:10.1080/08870446.2017.1325889 · Cited by 407 · see citing works
Gardiner, P. M., McCue, K. D., Negash, L. M., Cheng, T., White, L. F., Yinusa-Nyahkoon, L., Jack, B. W., & Bickmore, T. W. (2017) · Patient Education and Counseling · doi:10.1016/j.pec.2017.04.015 · Cited by 139 · see citing works
Bae, S. W., Chung, T. A., Ferreira, D., Dey, A. K., & Suffoletto, B. P. (2017) · Addictive Behaviors · doi:10.1016/j.addbeh.2017.11.039 · Cited by 151 · see citing works
Substance Use Disorders and Telehealth in the COVID-19 Pandemic Era
Oesterle, T., Kolla, B. P., Risma, C. J., Breitinger, S. A., Rakocevic, D. B., Loukianova, L. L., Hall‐Flavin, D. K., Gentry, M. T., Rummans, T. A., Chauhan, M., et al. (2020) · Mayo Clinic Proceedings · doi:10.1016/j.mayocp.2020.10.011 · Cited by 131 · see citing works
Tofighi, B., Chemi, C., Ruiz-Valcarcel, J., Hein, P. N., & Hu, L. (2018) · JMIR mhealth and uhealth · doi:10.2196/11831 · Cited by 129 · see citing works
Technology in Parenting Programs: A Systematic Review of Existing Interventions
Corralejo, S. M., & Rodríguez, M. M. D. (2018) · Journal of Child and Family Studies · doi:10.1007/s10826-018-1117-1 · Cited by 108 · see citing works
The Role of the Family in Alcohol Use Disorder Recovery for Adults
McCrady, B. S. (2021) · Alcohol research · doi:10.35946/arcr.v41.1.06 · Cited by 104 · see citing works
Attwood, S., Parke, H., Larsen, J., & Morton, K. L. (2017) · BMC Public Health · doi:10.1186/s12889-017-4358-9 · Cited by 94 · see citing works
Bennett, C. B., Ruggero, C. J., Sever, A. C., & Yanouri, L. (2020) · Journal of Psychotherapy Integration · doi:10.1037/int0000217 · Cited by 87 · see citing works
Mobile Health Interventions for Self-Control of Unhealthy Alcohol Use: Systematic Review
Song, T., Qian, S., & Yu, P. (2018) · JMIR mhealth and uhealth · doi:10.2196/10899 · Cited by 76 · see citing works
mHealth Interventions to Reduce Alcohol Use in Young People: A Systematic Review of the Literature
Hutton, A., Prichard, I., Whitehead, D., Thomas, S., Rubin, M., Sloand, E., Powell, T. W., Frisch, K., Newman, P., & Goodwin Veenema, T. (2020) · Comprehensive Child and Adolescent Nursing · doi:10.1080/24694193.2019.1616008 · Cited by 64 · see citing works
Smartphone apps for psychological health: A brief state of the science review.
Bush, N. E., Armstrong, C. M., & Hoyt, T. (2018) · Psychological Services · doi:10.1037/ser0000286 · Cited by 61 · see citing works
Randomized controlled pilot trial of supportive text messaging for alcohol use disorder patients
Agyapong, V. I. O., Juhás, M., Mrklas, K., Hrabok, M., Omeje, J., Gladue, I., Kozak, J., Leslie, M., Chue, P. S., & Greenshaw, A. J. (2018) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2018.08.014 · Cited by 55 · see citing works
Suffoletto, B. P., Chung, T. A., Muench, F. J., Monti, P. M., & Clark, D. B. (2018) · JMIR mhealth and uhealth · doi:10.2196/mhealth.8530 · Cited by 51 · see citing works
Roe, B. E., Qi, D., Beyl, R. A., Neubig, K., Apolzan, J. W., & Martin, C. K. (2021) · Resources Conservation and Recycling · doi:10.1016/j.resconrec.2021.106121 · Cited by 47 · see citing works
New steps for treating alcohol use disorder
Campbell, E. J., Lawrence, A. J., & Perry, C. J. (2018) · Psychopharmacology · doi:10.1007/s00213-018-4887-7 · Cited by 47 · see citing works
Leightley, D., Puddephatt, J., Jones, N., Mahmoodi, T., Chui, Z., Field, M., Drummond, C., Rona, R. J., Fear, N. T., & Goodwin, L. (2018) · JMIR mhealth and uhealth · doi:10.2196/10074 · Cited by 47 · see citing works
Dulin, P. L., & Gonzalez, V. M. (2017) · Psychology of Addictive Behaviors · doi:10.1037/adb0000292 · Cited by 44 · see citing works
Participatory Design of Technologies to Support Recovery from Substance Use Disorders
Schmitt, Z., & Yarosh, S. (2018) · Proceedings of the ACM on Human-Computer Interaction · doi:10.1145/3274425 · Cited by 41 · see citing works
Thomas, K., Müssener, U., Linderoth, C., Karlsson, N. E., Bendtsen, P., & Bendtsen, M. (2018) · JMIR mhealth and uhealth · doi:10.2196/mhealth.9642 · Cited by 40 · see citing works
Crombie, I. K., Irvine, L. A., Williams, B., Sniehotta, F. F., Petrie, D., Jones, C., Norrie, J. D., Evans, J. M. M., Emslie, C., Rice, P. M., et al. (2018) · Addiction · doi:10.1111/add.14229 · Cited by 40 · see citing works
Bergman, B. G., Greene, M. C., Hoeppner, B. B., & Kelly, J. F. (2018) · Addictive Behaviors · doi:10.1016/j.addbeh.2018.06.018 · Cited by 40 · see citing works
Cohen, S. M., Alexander, R. S., & Holt, S. R. (2021) · Medical Clinics of North America · doi:10.1016/j.mcna.2021.08.003 · Cited by 39 · see citing works
Self-citationLeightley, D., Williamson, C., Rona, R. J., Carr, E., Shearer, J., Davis, J. P., Simms, A., Fear, N. T., Goodwin, L., & Murphy, D. (2022) · JMIR mhealth and uhealth · doi:10.2196/38991 · Cited by 38 · see citing works
Bell, L., Garnett, C., Bao, Y., Cheng, Z., Qian, T., Perski, O., Potts, H. W. W., & Williamson, E. (2023) · JMIR mHealth and uHealth · doi:10.2196/38342 · Cited by 35 · see citing works
Puddephatt, J., Leightley, D., Palmer, L., Jones, N., Mahmoodi, T., Drummond, C., Rona, R. J., Fear, N. T., Field, M., & Goodwin, L. (2019) · JMIR mhealth and uhealth · doi:10.2196/12267 · Cited by 36 · see citing works
Molfenter, T. D., Brown, R., O’Neill, A., Kopetsky, E., & Toy, A. (2018) · International Journal of Telemedicine and Applications · doi:10.1155/2018/3932643 · Cited by 35 · see citing works
A randomized clinical trial of smartphone self-managed recovery support services
Scott, C. K., Dennis, M. L., Johnson, K., & Grella, C. E. (2020) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2020.108089 · Cited by 34 · see citing works
Howlett, N., García-Iglesias, J., Bontoft, C., Breslin, G., Bartington, S., Freethy, I., Huerga-Malillos, M., Jones, J., Lloyd, N., Marshall, T., et al. (2022) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2022.109597 · Cited by 26 · see citing works
Blevins, C. E., Marsh, E. L., Stein, M. D., Schatten, H. T., & Abrantes, A. M. (2020) · Substance Abuse · doi:10.1080/08897077.2020.1806182 · Cited by 32 · see citing works
Text Messages in the Field of Mental Health: Rapid Review of the Reviews
Shalaby, R., Adu, M. K., Gindi, H. E., & Agyapong, V. I. O. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2022.921982 · Cited by 30 · see citing works
Boumans, J., van de Mheen, D., Crutzen, R., Dupont, H., Bovens, R. H. L. M., & Rozema, A. D. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19063188 · Cited by 29 · see citing works
Mobile applications for client use: ethical and legal considerations
Edwards-Stewart, A., Alexander, C., Armstrong, C. M., Hoyt, T., & O'Donohue, W. (2019) · Psychological Services · doi:10.1037/ser0000321 · Cited by 27 · see citing works
Mobile App Tools for Identifying and Managing Mental Health Disorders in Primary Care
Magee, J. C., Adut, S., Brazill, K., & Warnick, S. (2018) · Current Treatment Options in Psychiatry · doi:10.1007/s40501-018-0154-0 · Cited by 25 · see citing works
Hurley, O. A. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.621283 · Cited by 27 · see citing works
Bendtsen, M., & McCambridge, J. (2019) · JMIR Research Protocols · doi:10.2196/13119 · Cited by 25 · see citing works
Luehring‐Jones, P., Louis, C. C., Dennis‐Tiwary, T. A., & Erblich, J. (2017) · Alcoholism Clinical and Experimental Research · doi:10.1111/acer.13520 · Cited by 25 · see citing works
Riley, W. T. (2017) · Translational Behavioral Medicine · doi:10.1007/s13142-017-0474-4 · Cited by 24 · see citing works
Effectiveness of a Theory-Based mHealth Intervention for High-Risk Drinking in College Students
Kazemi, D. M., Borsari, B. E., Levine, M. J., Li, S., Shehab, M., Fang, F., & Norona, J. C. (2020) · Substance Use & Misuse · doi:10.1080/10826084.2020.1756851 · Cited by 22 · see citing works
Tauscher, J. S., DePue, M. K., Swank, J. M., & Salloum, R. G. (2023) · Journal of Substance Use and Addiction Treatment · doi:10.1016/j.josat.2022.208938 · Cited by 22 · see citing works
Nadkarni, A., Costa, S., Gupta, D., Fernandes, D. M., Catalano, A., Velleman, R. D. B., Sambari, S., Pednekar, S., Hussain, F. N., D’Souza, E., et al. (2021) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2021.108331 · Cited by 21 · see citing works
Park, L., Chih, M., Stephenson, C., Schumacher, N., Brown, R., Gustafson, D., Barrett, B. P., & Quanbeck, A. (2021) · JMIR Research Protocols · doi:10.2196/31109 · Cited by 20 · see citing works
Teeters, J. B., Soltis, K. E., & Murphy, J. G. (2018) · Journal of Studies on Alcohol and Drugs · doi:10.15288/jsad.2018.79.710 · Cited by 20 · see citing works
Sharpe, J. D., Zhou, Z., Escobar-Viera, C. G., Morano, J. P., Lucero, R. J., Ibañez, G. E., Hart, M., Cook, C. L., & Cook, R. L. (2018) · Substance Abuse · doi:10.1080/08897077.2017.1356793 · Cited by 19 · see citing works
Mobile Health Apps and Health Management Behaviors: Cost-Benefit Modeling Analysis
Mano, R. S. (2020) · JMIR Human Factors · doi:10.2196/21251 · Cited by 18 · see citing works
Lucht, M., Quellmalz, A., Mende, M., Broda, A., Schmiedeknecht, A., Brosteanu, O., Höppner‐Buchmann, J., Langosch, J., Stuppe, M., Schomerus, G., et al. (2021) · Addiction · doi:10.1111/add.15313 · Cited by 16 · see citing works
Irvine, L. A., Melson, A. J., Williams, B., Sniehotta, F. F., McKenzie, A., Jones, C., & Crombie, I. K. (2017) · International Journal of Behavioral Medicine · doi:10.1007/s12529-017-9666-z · Cited by 15 · see citing works
Developing Text Messages to Reduce Community College Student Alcohol Use
Lewis, M. A., Cadigan, J. M., Cronce, J. M., Kilmer, J. R., Suffoletto, B. P., Walter, T., & Lee, C. M. (2018) · American Journal of Health Behavior · doi:10.5993/ajhb.42.4.7 · Cited by 16 · see citing works
Armstrong, C. M., Hoyt, T., Kinn, J. T., Ciulla, R., & Bush, N. E. (2017) · Best practices in mental health · doi:10.70256/314845ciwvqz · Cited by 16 · see citing works
Technological Innovations in Addiction Treatment
Budney, A. J., Borodovsky, J. T., Marsch, L. A., & Lord, S. (2018) · Elsevier eBooks · doi:10.1016/b978-0-323-54856-4.00005-5 · Cited by 16 · see citing works
Leightley, D., Rona, R. J., Shearer, J., Williamson, C., Gunasinghe, C., Simms, A., Fear, N. T., Goodwin, L., & Murphy, D. (2020) · JMIR Research Protocols · doi:10.2196/19720 · Cited by 16 · see citing works
Östh, J., Danielsson, A., Lundin, A., Wennberg, P., Andréasson, S., & Jirwe, M. (2023) · Substance Use & Misuse · doi:10.1080/10826084.2023.2269578 · Cited by 15 · see citing works
Price, J. L., Bates, M. E., Morgano, J., Todaro, S. M., Uhouse, S. G., Vaschillo, E. G., Vaschillo, B., Pawlak, A. P., & Buckman, J. F. (2021) · Addictive Behaviors · doi:10.1016/j.addbeh.2021.107207 · Cited by 17 · see citing works
Thomas, K., Bendtsen, M., Linderoth, C., Karlsson, N., Bendtsen, P., & Müssener, U. (2017) · Trials · doi:10.1186/s13063-017-1898-3 · Cited by 14 · see citing works
Neurobiology and the Treatment of Alcohol Use Disorder: A Review of the Evidence Base
Donato, S., & Ray, L. A. (2023) · Substance Abuse and Rehabilitation · doi:10.2147/sar.s409943 · Cited by 17 · see citing works
Paquette, C. E., Reese, E. D., Yi, J. Y., Maccarone, J. M., Stewart, Z., & Daughters, S. B. (2022) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2022.109758 · Cited by 14 · see citing works
Paquette, C. E., Rubalcava, D. T., Chen, Y., Anand, D., & Daughters, S. B. (2021) · JMIR Formative Research · doi:10.2196/25749 · Cited by 13 · see citing works
The Impact of Mobile Apps on Alcohol Use Disorder: A Systematic Review Protocol
Sawares, A. S., Shen, N., Xue, Y., Abi-Jaoudé, A., & Wiljer, D. (2017) · JMIR Research Protocols · doi:10.2196/resprot.6975 · Cited by 12 · see citing works
Chau, S. L., Luk, T. T., Wong, B. Y. C., Wu, Y. S., Cheung, Y. T. D., Ho, S. Y., Kim, J. H., Lo, H. H. M., Lam, T. H., & Wang, M. P. (2024) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2024.0343 · Cited by 11 · see citing works
Curtis, B. L., Bergman, B. G., Brown, A. M., McDaniel, J. M., Harper, K., Eisenhart, E., Hufnagel, M., Heller, A. T., & Ashford, R. D. (2019) · JMIR Mental Health · doi:10.2196/13352 · Cited by 11 · see citing works
Dauber, S. E., Beacham, A. R., Hammond, C., West, A. L., & Thrul, J. (2022) · JMIR Research Protocols · doi:10.2196/36849 · Cited by 9 · see citing works
Nadkarni, A., Fernandes, D., Bhatia, U., Velleman, R. D. B., D’souza, E., D’souza, J., Pacheco, G. M., & Sambari, S. (2022) · Public Health Nutrition · doi:10.1017/s1368980022000313 · Cited by 9 · see citing works
Blalock, D. V., Calhoun, P. S., Crowley, M. J., & Dedert, E. A. (2019) · Current Hypertension Reports · doi:10.1007/s11906-019-0966-3 · Cited by 8 · see citing works
Sharma, K., Ghosh, A., Krishnan, N. C., Kathirvel, S., Basu, D., Kumar, A., & George, B. B. (2022) · Asian Journal of Psychiatry · doi:10.1016/j.ajp.2022.103432 · Cited by 8 · see citing works
Ruyak, S. L., Roberts, M. H., Chambers, S., Ma, X., DiDomenico, J., Garza, R. D. L., & Bakhireva, L. N. (2023) · Alcoholism Clinical and Experimental Research · doi:10.1111/acer.15077 · Cited by 8 · see citing works
Kahler, C. W., Surace, A., Durst, A., Pantalone, D. W., Mastroleo, N. R., Míguez, M. J., Bueno, D., Liu, T., Monti, P. M., & Mayer, K. H. (2019) · Contemporary Clinical Trials Communications · doi:10.1016/j.conctc.2019.100475 · Cited by 8 · see citing works
Guo, H., Yang, H., Yuan, G., Zhu, Z., Zhang, K., Zhang, X., Du, J. C., Zhang, J., Du, J. C., Shi, H., et al. (2023) · Computers in Human Behavior · doi:10.1016/j.chb.2023.107843 · Cited by 8 · see citing works
A randomized trial testing digital medicine support models for mild-to-moderate alcohol use disorder
Quanbeck, A., Chih, M., Park, L., Li, X., Xie, Q., Pulvermacher, A., Voelker, S., Lundwall, R., Eby, K., Barrett, B. P., et al. (2024) · npj Digital Medicine · doi:10.1038/s41746-024-01241-2 · Cited by 6 · see citing works
Carey, M. P., Rich, C. M., Norris, A. L., Krieger, N. H., Gavarkovs, A. G., Kaplan, C., Guthrie, K. M., & Carey, K. B. (2020) · Archives of Sexual Behavior · doi:10.1007/s10508-020-01635-9 · Cited by 7 · see citing works
Viera, A., Tengatenga, C., McBurney, E., Lauckner, J., Tran, E., Muilenburg, J. L., Kershaw, T., & Lauckner, C. (2023) · Substance Use & Misuse · doi:10.1080/10826084.2023.2223265 · Cited by 7 · see citing works
Park, L., Kornfield, R., Yezihalem, M., Quanbeck, A., Mellinger, J. L., & German, M. N. (2023) · JMIR Formative Research · doi:10.2196/47404 · Cited by 7 · see citing works
Suleman, A., Mootz, J. J., Feliciano, P., Nicholson, T., O’Grady, M. A., Wall, M. M., Mandell, D. S., Stockton, M. A., Teodoro, E., Anube, A., et al. (2021) · Psychiatric Services · doi:10.1176/appi.ps.202000086 · Cited by 6 · see citing works
Operationalizing Engagement With an Interpretation Bias Smartphone App Intervention: Case Series
Ramadurai, R., Beckham, E. E., McHugh, R. K., Björgvinsson, Þ., & Beard, C. (2022) · JMIR Mental Health · doi:10.2196/33545 · Cited by 5 · see citing works
Dauber, S. E., Beacham, A. R., West, A. L., Devkota, J., Barrie, K., & Thrul, J. (2023) · Drug and Alcohol Dependence Reports · doi:10.1016/j.dadr.2023.100146 · Cited by 6 · see citing works
Tinner, L., Kaner, E., Garnett, C. V., Mitchell, S. B., Hickman, M., Campbell, R. M., & MacArthur, G. J. (2020) · JMIR Pediatrics and Parenting · doi:10.2196/19749 · Cited by 7 · see citing works
O'Donnell, A. (2020) · Addiction · doi:10.1111/add.14986 · Cited by 6 · see citing works
Neuropsychological Profile of College Students Who Engage in Binge Drinking
Kang, J., & Kim, M. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.873654 · Cited by 5 · see citing works
Howlett, N., García-Iglesias, J., Breslin, G., Bartington, S., Jones, J., Brown, K., & Wills, W. (2021) · PLoS ONE · doi:10.1371/journal.pone.0259525 · Cited by 5 · see citing works
Mental health mobile app use to manage psychological difficulties: an umbrella review
Badesha, K., Wilde, S., & Dawson, D. L. (2022) · Mental Health Review Journal · doi:10.1108/mhrj-02-2021-0014 · Cited by 6 · see citing works
Bliuc, A., Best, D. W., & Moustafa, A. A. (2020) · Elsevier eBooks · doi:10.1016/b978-0-12-816979-7.00012-1 · Cited by 5 · see citing works
Ng, S., Rentala, S., Nattala, P., & Basavaraja, A. G. (2023) · Alcohol · doi:10.1016/j.alcohol.2023.09.005 · Cited by 4 · see citing works
Kuerbis, A., Behrendt, S., Arora, V., & Muench, F. J. (2022) · Advances in Dual Diagnosis · doi:10.1108/add-11-2021-0012 · Cited by 4 · see citing works
Communication of alcohol and smoking lifestyle advice to the gastroenterological patient
Spence, A. D., Khasawneh, M., Allen, P. B., & Addley, J. (2017) · Best Practice & Research Clinical Gastroenterology · doi:10.1016/j.bpg.2017.09.014 · Cited by 4 · see citing works
Reichert, D., Brüßler, S., Reichert, M., & Ebner‐Priemer, U. (2024) · Current topics in behavioral neurosciences · doi:10.1007/7854_2024_486 · Cited by 3 · see citing works
Wood, E. E., Liang, Y., Moon, T., Wasserman, A. M., Lamb, R. J., Roache, J. D., Hill‐Kapturczak, N., & Dougherty, D. M. (2022) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2022.109706 · Cited by 3 · see citing works
A Revision of Preventive Web-based Psychotherapies in Subjects at Risk of Mental Disorders
Sánchez‐Gutiérrez, T., Barbeito, S., & Calvo, A. (2016) · International Journal of Interactive Multimedia and Artificial Intelligence · doi:10.9781/ijimai.2017.459 · Cited by 3 · see citing works
Murillo, R., Ordóñez-Reyes, C., Caicedo-Martínez, M., Vargas, S. P., Ariza, E., Schüz, J., & Espina, C. (2020) · Journal of Cancer Education · doi:10.1007/s13187-020-01912-0 · Cited by 3 · see citing works
Testing the Use of a Social Networking App for American Indians Recovering from Addiction
Guenzel, N., McChargue, D. E., & Dai, H. D. (2021) · Journal of Technology in Behavioral Science · doi:10.1007/s41347-021-00196-5 · Cited by 3 · see citing works
Couple-Focused Smartphone Intervention to Reduce Problem Drinking: Pilot Randomized Control Trial
Gustafson, D. H., Gustafson, D. H., Mares, M., Johnston, D. C., Vjorn, O., Curtin, J. J., Epstein, E. E., & Bailey, G. L. (2024) · JMIR Formative Research · doi:10.2196/58622 · Cited by 2 · see citing works
Telehealth for Substance Use Disorders Treatment in Nigeria: Implementation Strategies Post-COVID-19
James, B. O., Okonoda, K. M., Ebiti, N. W., Arias, A. J., & Koch, J. R. (2022) · Open Journal of Psychiatry · doi:10.4236/ojpsych.2022.124024 · Cited by 2 · see citing works
Use of Mobile Health Applications and the Self- Management of Chronic Disease
Ma, R. (2018) · Diversity & Equality in Health and Care · doi:10.21767/2049-5471.1000180 · Cited by 1 · see citing works
Fernandes, D., D’Souza, E., Sambari, S., Pacheco, M. G., D’souza, J., Velleman, R. D. B., Bhatia, U., & Nadkarni, A. (2023) · Cambridge Prisms Global Mental Health · doi:10.1017/gmh.2023.51 · Cited by 1 · see citing works
Li, S., Zhang, D., Liu, J., Su, H., Guo, L., Wu, Q., Du, J., Jiang, H., Zhong, N., Huang, C., et al. (2023) · Digital Health · doi:10.1177/20552076231219432 · Cited by 1 · see citing works
Hassett-Walker, C. (2025) · INQUIRY The Journal of Health Care Organization Provision and Financing · doi:10.1177/00469580251320767 · Cited by 1 · see citing works
Drug and alcohol psychosocial interventions
Fisher, A. C., Nepal, S., Harvey, L. R., Peach, N., Marel, C., KAY‐LAMBKIN, F. J., Teesson, M., Newton, N. C., & Mills, K. L. (2020) · doi:10.57022/sczj5829 · Cited by 6 · see citing works
Kazemi, D. M., Li, S., Levine, M. J., Auten, B., & Granson, M. (2021) · Journal of Addictions Nursing · doi:10.1097/jan.0000000000000416 · Cited by 50 · see citing works
Alcohol Use and Problems at the Event Level: Theory, Methods, and Intervention
Clapp, J. D., & Madden, D. R. (2021) · Springer eBooks · doi:10.1007/978-3-030-66941-6_8
Optimizing and operationalizing engagement with a CBM-I smartphone app: A case series (Preprint)Preprint
Ramadurai, R., Beckham, E. E., McHugh, R. K., Björgvinsson, Þ., & Beard, C. (2021) · doi:10.2196/preprints.33545
- Authors
- Fowler, L. A., Holt, S. L., & Joshi, D.
- Affiliations
- George Washington University (US)
- Corresponding author
- Fowler, Lauren A.
- Venue
- Addictive Behaviors
- Publisher
- Elsevier BV
- Published
- 2016-11
- Volume
- 62
- Pages
- 25-34
- ISSN
- 0306-4603 (ISSN-L)
- OpenAlex
- W2417793379
- Cited by
- 123
- References
- 56
- Citations by year
- 2026: 2 · 2025: 1 · 2024: 6 · 2023: 26 · 2022: 18 · 2021: 15 · 2020: 14 · 2019: 8 · 2018: 19 · 2017: 13 · 2016: 1
- FWCI
- 1.85
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Addictive Behaviors (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Center for Substance Abuse Treatment
- Topics
- Health Sciences › Medicine › Epidemiology › Substance Abuse Treatment and Outcomes
- Health Sciences › Health Professions › General Health Professions › Mobile Health and mHealth Applications
- Social Sciences › Psychology › Applied Psychology › Digital Mental Health Interventions
- Keywords
- mobile health, hazardous drinking, alcohol cessation, alcohol consumption reduction, alcoholism, intervention efficacy
- MeSH terms
- Adolescent, Adult, Aged, Alcoholism, Epidemiologic Methods, Humans, Middle Aged, Treatment Outcome, Point-of-Care Systems, Cell Phone, Young Adult, Text Messaging
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