Effectiveness, Acceptability, and Feasibility of Digital Health Interventions for LGBTIQ+ Young People: Systematic Review
Open accessPublished version of a preprint
Abstract
Background: Young people (aged 12-25 years) with diverse sexuality, gender, or bodily characteristics, such as those who identify as lesbian, gay, bisexual, transgender, intersex, or queer (LGBTIQ+), are at substantially greater risk of a range of mental, physical, and sexual health difficulties compared with their peers. Digital health interventions have been identified as a potential way to reduce these health disparities. Objective: This review aims to summarize the characteristics of existing evidence-based digital health interventions for LGBTIQ+ young people and to describe the evidence for their effectiveness, acceptability, and feasibility. Methods: A systematic literature search was conducted using internet databases and gray literature sources, and the results were screened for inclusion. The included studies were synthesized qualitatively. Results: The search identified 38 studies of 24 unique interventions seeking to address mental, physical, or sexual health–related concerns in LGBTIQ+ young people. Substantially more evidence-based interventions existed for gay and bisexual men than for any other population group, and there were more interventions related to risk reduction of sexually transmitted infections than to any other health concern. There was some evidence for the effectiveness, feasibility, and acceptability of these interventions overall; however, the quality of evidence is often lacking. Conclusions: There is sufficient evidence to suggest that targeted digital health interventions are an important focus for future research aimed at addressing health difficulties in LGBTIQ+ young people. Additional digital health interventions are needed for a wider range of health difficulties, particularly in terms of mental and physical health concerns, as well as more targeted interventions for same gender–attracted women, trans and gender-diverse people, and people with intersex variations. Trial Registration: PROSPERO International Prospective Register of Systematic Reviews CRD42020128164; https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=128164
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A recent systematic review concluded that there were more digital health interventions for LGBTQ+ participants aiming at reducing sexually transmitted diseases than for other health concerns and that more targeted interventions are needed to cover mental health difficulties.
“A recent systematic review [12] on digital health interventions for LGBTQ+ participants concluded that there were more interventions aiming at reducing sexually transmitted diseases than for other health concerns and that more targeted interventions are needed to cover mental health”
From An Internet-Based Intervention to Increase the Ability of Lesbian, Gay, and Bisexual People to Cope With Adverse Events: Single-Group Feasibility Study (2024) · cites this paper as [12]
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Cites
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) · Annals of Internal Medicine · doi:10.7326/0003-4819-151-4-200908180-00135 · Cited by 37,554 · see citing works
Gulliver, A., Griffiths, K. M., & Christensen, H. (2010) · BMC Psychiatry · doi:10.1186/1471-244x-10-113 · Cited by 3,292 · cited 8× · see citing works
“Young people in the general population face many barriers to help seeking, including inadequate resources and lack of accessibility, desire for self-reliance, and anticipated stigma for reporting certain health difficulties such as mental illnesses or HIV [15,16].”
BackgroundInfluentialEysenbach, G. (2005) · Journal of Medical Internet Research · doi:10.2196/jmir.7.1.e11 · Cited by 2,524 · cited 1× · see citing works
“However, digital health interventions are also commonly reported to have very high rates of attrition and disengagement [37,38], with up to 60% to 80% of users discontinuing their use [39-41], and the quality of evidence supporting the effectiveness of digital health interventions is also frequently lacking [42-45].”
BackgroundPersuasive System Design Does Matter: a Systematic Review of Adherence to Web-based Interventions
Kelders, S. M., Kok, R. N., Ossebaard, H. C., & Van Gemert-Pijnen, J. E. (2012) · Journal of Medical Internet Research · doi:10.2196/jmir.2104 · Cited by 1,308 · see citing works
Marshal, M. P., Dietz, L. J., Friedman, M. S., Stall, R., Smith, H. A., McGinley, J., Thoma, B. C., Murray, P. J., D'Augelli, A. R., & Brent, D. A. (2011) · Journal of Adolescent Health · doi:10.1016/j.jadohealth.2011.02.005 · Cited by 1,215 · cited 1× · see citing works
“These include higher rates of mental health difficulties, such as depression and suicidality [2-4]; physical and sexual health problems, such as the incidence of HIV [5]; cigarette and”
BackgroundThe impact of mHealth interventions: systematic review of systematic reviews
Marcolino, M. S., Oliveira, J. A. Q., D'Agostino, M., Ribeiro, A. L., Alkmim, M. B. M., & Novillo-Ortiz, D. (2018) · JMIR mHealth and uHealth · doi:10.2196/mhealth.8873 · Cited by 1,163 · cited 2× · see citing works
“However, digital health interventions are also commonly reported to have very high rates of attrition and disengagement [37,38], with up to 60% to 80% of users discontinuing their use [39-41], and the quality of evidence supporting the effectiveness of digital health interventions is also frequently lacking [42-45].”
BackgroundResultAdherence in Internet Interventions for Anxiety and Depression
Christensen, H., Griffiths, K. M., & Farrer, L. (2009) · Journal of Medical Internet Research · doi:10.2196/jmir.1194 · Cited by 1,133 · cited 2× · see citing works
“However, digital health interventions are also commonly reported to have very high rates of attrition and disengagement [37,38], with up to 60% to 80% of users discontinuing their use [39-41], and the quality of evidence supporting the effectiveness of digital health interventions is also frequently lacking [42-45].”
BackgroundResultSexual orientation and adolescent substance use: a meta‐analysis and methodological review*
Marshal, M. P., Friedman, M., Stall, R. D., King, K. M., Miles, J. C., Gold, M. A., Bukstein, O. G., & Morse, J. Q. (2008) · Addiction · doi:10.1111/j.1360-0443.2008.02149.x · Cited by 999 · cited 1× · see citing works
“alcohol use [6-8], obesity [9], and teen pregnancy [10].”
BackgroundBarriers to healthcare for transgender individuals
Safer, J. D., Coleman, E., Feldman, J., Garofalo, R., Hembree, W. C., Radix, A. E., & Sevelius, J. M. (2016) · Current Opinion in Endocrinology Diabetes and Obesity · doi:10.1097/med.0000000000000227 · Cited by 905 · cited 3× · see citing works
“This group also faces unique help-seeking difficulties, such as anticipated and experienced stigma surrounding their identities [22-24], concerns about disclosure or their compromised confidentiality [24], and low perceived confidence in the ability of service providers to deliver LGBTIQ+ supportive care [23-26].”
BackgroundMobile Health Technology Evaluation
Kumar, S., Nilsen, W. J., Abernethy, A., Atienza, A., Patrick, K., Pavel, M., Riley, W. T., Shar, A., Spring, B., Spruijt-Metz, D., et al. (2013) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2013.03.017 · Cited by 900 · see citing works
Searching for grey literature for systematic reviews: challenges and benefits
Mahood, Q., Van Eerd, D., & Irvin, E. (2014) · Research Synthesis Methods · doi:10.1002/jrsm.1106 · Cited by 814 · cited 1× · see citing works
“With the aim of reducing the risk of publication bias [60], gray literature was considered eligible and studies were not required to be peer reviewed to be included in the review.”
BackgroundSexual and Gender Minority Health: What We Know and What Needs to Be Done
Mayer, K. H., Bradford, J., Makadon, H. J., Stall, R. D., Goldhammer, H., & Landers, S. (2008) · American Journal of Public Health · doi:10.2105/ajph.2007.127811 · Cited by 805 · cited 1× · see citing works
“This group also faces unique help-seeking difficulties, such as anticipated and experienced stigma surrounding their identities [22-24], concerns about disclosure or their compromised confidentiality [24], and low perceived confidence in the ability of service providers to deliver LGBTIQ+ supportive care [23-26].”
BackgroundMerry, S. N., Stasiak, K., Shepherd, M., Frampton, C., Fleming, T., & Lucassen, M. F. G. (2012) · BMJ · doi:10.1136/bmj.e2598 · Cited by 716 · cited 1× · see citing works
“Brief summaries of each intervention as well as their core findings are also provided in Multimedia Appendix 3 [64-100].”
BackgroundCan Mobile Phone Apps Influence People’s Health Behavior Change? An Evidence Review
Zhao, J., Freeman, B., & Li, M. (2016) · Journal of Medical Internet Research · doi:10.2196/jmir.5692 · Cited by 618 · cited 1× · see citing works
“However, digital health interventions are also commonly reported to have very high rates of attrition and disengagement [37,38], with up to 60% to 80% of users discontinuing their use [39-41], and the quality of evidence supporting the effectiveness of digital health interventions is also frequently lacking [42-45].”
BackgroundPayne, H., Lister, C., West, J. H., & Bernhardt, J. M. (2015) · JMIR mhealth and uhealth · doi:10.2196/mhealth.3335 · Cited by 525 · cited 2× · see citing works
“However, digital health interventions are also commonly reported to have very high rates of attrition and disengagement [37,38], with up to 60% to 80% of users discontinuing their use [39-41], and the quality of evidence supporting the effectiveness of digital health interventions is also frequently lacking [42-45].”
BackgroundResultQuinn, G. P., Sanchez, J., Sutton, S. K., Vadaparampil, S. T., Nguyen, G. T., Green, B. L., Kanetsky, P. A., & Schabath, M. B. (2015) · CA A Cancer Journal for Clinicians · doi:10.3322/caac.21288 · Cited by 485 · cited 1× · see citing works
“Later in adulthood, the confluence of these health issues conveys further risk for cancer [11] and cardiovascular disease diagnoses [12-14].”
BackgroundNewman, M. G., Szkodny, L. E., Llera, S. J., & Przeworski, A. (2011) · Clinical Psychology Review · doi:10.1016/j.cpr.2010.09.008 · Cited by 480 · cited 1× · see citing works
“The findings of this review are therefore consistent with others in the literature that frequently report low quality of evidence associated with digital health interventions [43,45,102,103].”
ResultMarchant, A., Hawton, K., Stewart, A., Montgomery, P., Singaravelu, V., Lloyd, K., Purdy, N., Daine, K., & John, A. (2017) · PLoS ONE · doi:10.1371/journal.pone.0181722 · Cited by 464 · cited 1× · see citing works
“Evidence suggests that the internet (including social media and online communities in particular) can be harmful in this population (as well as young people more broadly) [31] due to the potential for toxic interactions and exposure to distressing content [48], such as the normalization of self-harm and suicidal behav…”
BackgroundPrevalence and Correlates of Youth Homelessness in the United States
Morton, M., Dworsky, A. L., Matjasko, J., Curry, S., Schlueter, D. W., Chávez, R., & Farrell, A. (2017) · Journal of Adolescent Health · doi:10.1016/j.jadohealth.2017.10.006 · Cited by 421 · cited 1× · see citing works
“LGBTIQ+ young people face a range of additional difficulties, such as low parental support, which can lead to homelessness [17-19], and unemployment due to discrimination [20,21], which may intensify these help-seeking barriers [22].”
BackgroundSánchez, N. F., Sánchez, J. P., & Danoff, A. (2009) · American Journal of Public Health · doi:10.2105/ajph.2007.132035 · Cited by 420 · cited 1× · see citing works
“This group also faces unique help-seeking difficulties, such as anticipated and experienced stigma surrounding their identities [22-24], concerns about disclosure or their compromised confidentiality [24], and low perceived confidence in the ability of service providers to deliver LGBTIQ+ supportive care [23-26].”
BackgroundA review of lesbian, gay, bisexual, trans and intersex (LGBTI) health and healthcare inequalities
Zeeman, L., Sherriff, N., Browne, K., McGlynn, N., Mirandola, M., Gios, L., Davis, R. J., Sanchez-Lambert, J., Aujean, S., Pinto, N., et al. (2018) · European Journal of Public Health · doi:10.1093/eurpub/cky226 · Cited by 378 · cited 2× · see citing works
“Young people who are lesbian, gay, bisexual, transgender, intersex, queer and other people of diverse sexuality, gender, or bodily characteristics (LGBTIQ+) are known to experience a range of disparities in health outcomes compared with their peers [1].”
BackgroundTechnological innovations in mental healthcare: harnessing the digital revolution
Hollis, C., Morriss, R., Martin, J., Amani, S., Cotton, R., Denis, M., & Lewis, S. (2015) · British Journal of Psychiatry · doi:10.1192/bjp.bp.113.142612 · Cited by 375 · cited 1× · see citing works
“These considerations are especially pertinent for widening the support available to populations that are restricted from accessing traditional health care services [36].”
BackgroundSexual orientation and health among U.S. adults: national health interview survey, 2013.
Ward, B. W., Dahlhamer, J. M., Galinsky, A. M., & Joestl, S. S. (2014) · PubMed · Cited by 367 · see citing works
Craig, S. L., & McInroy, L. (2014) · Journal of Gay & Lesbian Mental Health · doi:10.1080/19359705.2013.777007 · Cited by 358 · cited 3× · see citing works
“The internet allows LGBTIQ+ young people to explore their identities in an anonymous and safe way, seek out peers who share their identities, and come out to others in a low-risk environment [47].”
BackgroundMacapagal, K. R., Bhatia, R., & Greene, G. J. (2016) · LGBT Health · doi:10.1089/lgbt.2015.0124 · Cited by 346 · cited 2× · see citing works
“Trans and gender-diverse people in particular face increased and wide-ranging health difficulties and barriers to health care access, even when compared with other members of the LGBTIQ+ community [25,27,105], and their marked underrepresentation in the interventions included in this review reveals a significant misse…”
BackgroundSexual Orientation, Health Risk Factors, and Physical Functioning in the Nurses' Health Study II
Case, P., Austin, S. B., Hunter, D. J., Manson, J. E., Malspeis, S., Willett, W. C., & Spiegelman, D. L. (2004) · Journal of Women s Health · doi:10.1089/jwh.2004.13.1033 · Cited by 339 · see citing works
Transgender Youth Substance Use Disparities: Results From a Population-Based Sample
Day, J. K., Fish, J. N., Perez‐Brumer, A., Hatzenbuehler, M. L., & Russell, S. T. (2017) · Journal of Adolescent Health · doi:10.1016/j.jadohealth.2017.06.024 · Cited by 333 · cited 1× · see citing works
“alcohol use [6-8], obesity [9], and teen pregnancy [10].”
BackgroundSu, D., Irwin, J. A., Fisher, C., Ramos, A. K., Kelley, M., Mendoza, D. A. R., & Coleman, J. D. (2016) · Transgender Health · doi:10.1089/trgh.2015.0001 · Cited by 312 · see citing works
Brown, A., Rice, S. M., Rickwood, D. J., & Parker, A. G. (2016) · Asia-Pacific Psychiatry · doi:10.1111/appy.12199 · Cited by 274 · see citing works
Internet Use and Sexual Health of Young Men Who Have Sex with Men: A Mixed-Methods Study
Mustanski, B. S., Lyons, T., & Garcia, S. C. (2010) · Archives of Sexual Behavior · doi:10.1007/s10508-009-9596-1 · Cited by 262 · cited 1× · see citing works
“The internet also facilitates an important component of the sexual development of LGBTIQ+ young people, enabling the exploration of same-gender attraction for some and seeking out romantic or sexual partners [50].”
BackgroundHowarth, A., Quesada, J., Silva, J., Judycki, S., & Mills, P. R. (2018) · DIGITAL HEALTH · doi:10.1177/2055207618770861 · Cited by 240 · cited 1× · see citing works
“This criterion was implemented because, in interventions that blend digital and human support, the impact of the intervention cannot be meaningfully attributed to the digital component alone [59].”
MethodSexual orientation and drug use in a longitudinal cohort study of U.S. adolescents
Corliss, H. L., Rosario, M., Wypij, D., Wylie, S. A., Frazier, A. L., & Austin, S. B. (2010) · Addictive Behaviors · doi:10.1016/j.addbeh.2009.12.019 · Cited by 235 · see citing works
Mustanski, B., Greene, G. J., Ryan, D., & Whitton, S. W. (2015) · The Journal of Sex Research · doi:10.1080/00224499.2013.867924 · Cited by 213 · cited 3× · see citing works
“One digital intervention targeting sexual and reproductive well-being overall in LGBTIQ+ young people was developed with a theoretical framework but no community input [64].”
BackgroundRainbow SPARX: A Novel Approach to Addressing Depression in Sexual Minority Youth
Lucassen, M., Merry, S., Hatcher, S., & Frampton, C. (2015) · Cognitive and Behavioral Practice · doi:10.1016/j.cbpra.2013.12.008 · Cited by 212 · cited 4× · see citing works
“With the exception of an expressive writing intervention [97], digital health interventions demonstrated preliminary effectiveness in reducing internalizing symptoms such as depression and psychological distress [65,95].”
BackgroundInfluentialBerry, N., Lobban, F., & Bucci, S. (2019) · BMC Psychiatry · doi:10.1186/s12888-018-1979-1 · Cited by 170 · cited 1× · see citing works
“Self-guided digital health interventions are also cost- and resource-effective to access and disseminate, requiring less direct input from clinicians [34], giving consumers greater control and empowerment regarding their own health needs [35].”
BackgroundChronic Health Conditions and Internet Behavioral Interventions
Schubart, J. R., Stuckey, H. L., GANESHAMOORTHY, A., & Sciamanna, C. (2011) · CIN Computers Informatics Nursing · doi:10.1097/ncn.0b013e3182155274 · Cited by 154 · see citing works
Saewyc, E., Poon, C. S., Homma, Y., & Skay, C. L. (2008) · PubMed · Cited by 145 · see citing works
Pachankis, J. E. (2018) · American Psychologist · doi:10.1037/amp0000357 · Cited by 145 · see citing works
Mustanski, B. S., Garofalo, R., Monahan, C., Gratzer, B., & Andrews, R. (2013) · AIDS and Behavior · doi:10.1007/s10461-013-0507-z · Cited by 144 · cited 5× · see citing works
“Brief summaries of each intervention as well as their core findings are also provided in Multimedia Appendix 3 [64-100].”
BackgroundInfluentialDropout from an eHealth intervention for adults with type 2 diabetes: a qualitative study
Lie, S. S., Karlsen, B., Oord, E. R., Graue, M., & Oftedal, B. (2017) · Journal of Medical Internet Research · doi:10.2196/jmir.7479 · Cited by 136 · cited 2× · see citing works
“However, digital health interventions are also commonly reported to have very high rates of attrition and disengagement [37,38], with up to 60% to 80% of users discontinuing their use [39-41], and the quality of evidence supporting the effectiveness of digital health interventions is also frequently lacking [42-45].”
BackgroundResultEskin, M., Kaynak, H., & Demir, S. (2005) · Archives of Sexual Behavior · doi:10.1007/s10508-005-1796-8 · Cited by 135 · cited 1× · see citing works
“These include higher rates of mental health difficulties, such as depression and suicidality [2-4]; physical and sexual health problems, such as the incidence of HIV [5]; cigarette and”
BackgroundSCHUBART, J. R., STUCKEY, H. L., GANESHAMOORTHY, A., & SCIAMANNA, C. N. (2011) · CIN: Computers, Informatics, Nursing · doi:10.1097/ncn.0b013e3182065eed · Cited by 135 · cited 2× · see citing works
“However, digital health interventions are also commonly reported to have very high rates of attrition and disengagement [37,38], with up to 60% to 80% of users discontinuing their use [39-41], and the quality of evidence supporting the effectiveness of digital health interventions is also frequently lacking [42-45].”
Steinke, J., Root-Bowman, M., Estabrook, S., Levine, D. S., & Kantor, L. M. (2017) · Journal of Adolescent Health · doi:10.1016/j.jadohealth.2016.11.023 · Cited by 134 · cited 1× · see citing works
“Many existing digital health interventions are not specifically applicable to LGBTIQ+ people [51]; however, untailored interventions may exacerbate feelings of alienation [31,52,53].”
BackgroundBauermeister, J. A., Pingel, E. S., Jadwin-Cakmak, L. A., Harper, G. W., Horvath, K. J., Weiss, G., & Dittus, P. (2015) · AIDS and Behavior · doi:10.1007/s10461-015-1009-y · Cited by 132 · cited 3× · see citing works
“Of the 17 interventions identified as having focused on risk reduction and management of STIs, 1 focused on pre-exposure prophylaxis adherence [66], 2 focused on reducing unprotected sex [67-71], 7 targeted multiple aspects of HIV prevention [72-83], 2 focused on HPV prevention [84,85,101], 3 focused on increasing STI…”
BackgroundPachankis, J. E., & Goldfried, M. R. (2010) · Journal of Consulting and Clinical Psychology · doi:10.1037/a0017580 · Cited by 129 · cited 5× · see citing works
“Brief summaries of each intervention as well as their core findings are also provided in Multimedia Appendix 3 [64-100].”
BackgroundInfluentialYeager, C. M., & Benight, C. C. (2018) · mHealth · doi:10.21037/mhealth.2018.08.04 · Cited by 115 · cited 2× · see citing works
“However, digital health interventions are also commonly reported to have very high rates of attrition and disengagement [37,38], with up to 60% to 80% of users discontinuing their use [39-41], and the quality of evidence supporting the effectiveness of digital health interventions is also frequently lacking [42-45].”
BackgroundResultDiet and Physical Activity Behaviors Among Adolescent Transgender Students: School Survey Results
Bishop, A. E., Overcash, F. M., McGuire, J. K., & Reicks, M. M. (2020) · Journal of Adolescent Health · doi:10.1016/j.jadohealth.2019.10.026 · Cited by 107 · cited 1× · see citing works
“alcohol use [6-8], obesity [9], and teen pregnancy [10].”
BackgroundBiomedical and behavioral outcomes of Keep It Up!: an ehealth HIV prevention program RCT.
Mustanski, B., Parsons, J. T., Sullivan, P. S., Madkins, K., Rosenberg, E., & Swann, G. (2018) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2018.04.026 · Cited by 103 · cited 3× · see citing works
“Of the 17 interventions identified as having focused on risk reduction and management of STIs, 1 focused on pre-exposure prophylaxis adherence [66], 2 focused on reducing unprotected sex [67-71], 7 targeted multiple aspects of HIV prevention [72-83], 2 focused on HPV prevention [84,85,101], 3 focused on increasing STI…”
BackgroundMental Health, Drug, and Violence Interventions for Sexual/Gender Minorities: A Systematic Review
Coulter, R. W. S., Egan, J. E., Kinsky, S. M., Friedman, M. R., Eckstrand, K., Frankeberger, J., Folb, B. L., Mair, C., Marković, N., Silvestre, A. J., et al. (2019) · PEDIATRICS · doi:10.1542/peds.2018-3367 · Cited by 103 · cited 1× · see citing works
“There have also been several recent reviews focused on the mental health of LGBTIQ+ young people [55,56] and adults [57], which have referenced a combined total of 4 digital interventions for this population.”
BackgroundHightow‐Weidman, L., Muessig, K. E., Knudtson, K., Srivatsa, M., Lawrence, E., LeGrand, S., Hotten, A., & Hosek, S. (2018) · JMIR Public Health and Surveillance · doi:10.2196/publichealth.8923 · Cited by 101 · cited 3× · see citing works
“Of the 17 interventions identified as having focused on risk reduction and management of STIs, 1 focused on pre-exposure prophylaxis adherence [66], 2 focused on reducing unprotected sex [67-71], 7 targeted multiple aspects of HIV prevention [72-83], 2 focused on HPV prevention [84,85,101], 3 focused on increasing STI…”
BackgroundChristensen, J. L., Miller, L. C., Appleby, P. R., Corsbie-Massay, C. L., Godoy, C. G., Marsella, S., & Read, S. J. (2013) · Journal of the International AIDS Society · doi:10.7448/ias.16.3.18716 · Cited by 93 · cited 3× · see citing works
“Of the 17 interventions identified as having focused on risk reduction and management of STIs, 1 focused on pre-exposure prophylaxis adherence [66], 2 focused on reducing unprotected sex [67-71], 7 targeted multiple aspects of HIV prevention [72-83], 2 focused on HPV prevention [84,85,101], 3 focused on increasing STI…”
BackgroundHealthMpowerment.org: Development Of A Theory-Based HIV/STI Website for Young Black MSM
Hightow‐Weidman, L., Fowler, B., Kibe, J., McCoy, R., Pike, E. C., Calabria, M. S., & Adimora, A. A. (2011) · AIDS Education and Prevention · doi:10.1521/aeap.2011.23.1.1 · Cited by 87 · see citing works
Lee, J. G. L., Ylioja, T. E., & Lackey, M. J. (2016) · PLoS ONE · doi:10.1371/journal.pone.0156210 · Cited by 87 · cited 1× · see citing works
“The search terms for LGBTIQ+, Youth/Young People, and Mental Health themes were adapted from those previously reported by Gilbey et al [61] and Lee et al [62].”
MethodHightow‐Weidman, L., Pike, E. C., Fowler, B., Matthews, D. M., Kibe, J., McCoy, R., & Adimora, A. A. (2012) · AIDS Care · doi:10.1080/09540121.2011.647677 · Cited by 85 · cited 4× · see citing works
“Some studies observed changes in these outcomes [69,73,74,83], while others did not [67,79,80].”
BackgroundInfluentialKiluk, B. D., Sugarman, D. E., Nich, C., Gibbons, C. J., Martino, S., Rounsaville, B. J., & Carroll, K. M. (2011) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2011.10101443 · Cited by 84 · cited 1× · see citing works
“However, digital health interventions are also commonly reported to have very high rates of attrition and disengagement [37,38], with up to 60% to 80% of users discontinuing their use [39-41], and the quality of evidence supporting the effectiveness of digital health interventions is also frequently lacking [42-45].”
BackgroundThe needs of students with intersex variations
Jones, T. M. (2016) · Sex Education · doi:10.1080/14681811.2016.1149808 · Cited by 84 · see citing works
Pilot RCT Results of an mHealth HIV Prevention Program for Sexual Minority Male Adolescents
Ybarra, M. L., Prescott, T. L., Phillips, G., Bull, S. S., Parsons, J. T., & Mustanski, B. S. (2017) · PEDIATRICS · doi:10.1542/peds.2016-2999 · Cited by 77 · cited 10× · see citing works
“Several studies that described their target audience as MSM also included trans women under this descriptor.”
BackgroundInfluentialLeGrand, S., Muessig, K. E., McNulty, T., Soni, K., Knudtson, K., Lemann, A., Nwoko, N., & Hightow‐Weidman, L. (2016) · JMIR Serious Games · doi:10.2196/games.5687 · Cited by 76 · cited 6× · see citing works
“Brief summaries of each intervention as well as their core findings are also provided in Multimedia Appendix 3 [64-100].”
BackgroundInfluentialA Randomized Trial of an Online Risk Reduction Intervention for Young Black MSM
Hightow‐Weidman, L., LeGrand, S., Muessig, K. E., Simmons, R., Soni, K., Choi, S. K., Kirschke-Schwartz, H., & Egger, J. R. (2018) · AIDS and Behavior · doi:10.1007/s10461-018-2289-9 · Cited by 74 · cited 4× · see citing works
“Some studies observed changes in these outcomes [69,73,74,83], while others did not [67,79,80].”
BackgroundInfluentialLucassen, M. F. G., Samra, R., Iacovides, I., Fleming, T. M., Shepherd, M., Stasiak, K., & WALLACE, L. M. (2018) · JMIR Serious Games · doi:10.2196/11249 · Cited by 71 · cited 4× · see citing works
“Gay=29, lesbian=30, bisexu- weekly ↓ • Self-report- ed smokingand ac-al/pansexual=93, other=13 ceptabili- ty abstinence ↑f • Biochemically verified smoking abstinence ↑ Internalizing disorder prevention/management N/AN/AN/AN/AN/AN/AN/AN/AeLucassen [93]; theInternalizing sympRainbow SPARX sis, stud-toms (deies twopress…”
BackgroundInfluentialSolorio, R., Norton-Shelpuk, P., Forehand, M., Montaño, D. E., Stern, J., Aguirre, J., & Martinez, M. J. (2016) · AIDS and Behavior · doi:10.1007/s10461-015-1277-6 · Cited by 63 · cited 10× · see citing works
“Several studies that described their target audience as MSM also included trans women under this descriptor.”
BackgroundInfluentialPreventing Drug Use Among Sexual-Minority Youths: Findings From a Tailored, Web-Based Intervention
Schwinn, T. M., Thom, B., Schinke, S. P., & Hopkins, J. (2015) · Journal of Adolescent Health · doi:10.1016/j.jadohealth.2014.12.015 · Cited by 62 · cited 5× · see citing works
“Brief summaries of each intervention as well as their core findings are also provided in Multimedia Appendix 3 [64-100].”
BackgroundInfluentialCaceres, B. A., Brody, A. A., Halkitis, P. N., Dorsen, C. G., Yu, G., & Chyun, D. A. (2018) · LGBT Health · doi:10.1089/lgbt.2017.0220 · Cited by 62 · see citing works
Access to primary health care for Australian young people: service provider perspectives.
Kang, M. S., Bernard, D., Booth, M. L., Quine, S., Alperstein, G., Usherwood, T. P., & Bennett, D. (2003) · Europe PMC (PubMed Central) · Cited by 61 · see citing works
Caceres, B. A., Brody, A. A., Halkitis, P. N., Dorsen, C. G., Yu, G., & Chyun, D. A. (2018) · Women s Health Issues · doi:10.1016/j.whi.2018.03.004 · Cited by 61 · see citing works
Strauss, P., Morgan, H., Toussaint, D. W., Lin, A. P., Winter, S., & Perry, Y. (2019) · Internet Interventions · doi:10.1016/j.invent.2019.100280 · Cited by 57 · cited 4× · see citing works
“For example, in a recent study examining the attitudes of transgender and gender-diverse young people toward mental health gaming interventions, participants noted that TGD representation and inclusion of meaningful, specific tailored content was favorable [31].”
BackgroundInfluentialSelf-citationMcIntyre, J., Daley, A., Rutherford, K., & Ross, L. E. (2011) · Canadian Journal of Community Mental Health · doi:10.7870/cjcmh-2011-0023 · Cited by 56 · cited 1× · see citing works
“This group also faces unique help-seeking difficulties, such as anticipated and experienced stigma surrounding their identities [22-24], concerns about disclosure or their compromised confidentiality [24], and low perceived confidence in the ability of service providers to deliver LGBTIQ+ supportive care [23-26].”
BackgroundMitchell, J. T., LeGrand, S., Hightow‐Weidman, L., McKellar, M., Kashuba, A. D. M., Cottrell, M. L., McLaurin, T., Satapathy, G., & McClernon, F. J. (2018) · JMIR mhealth and uhealth · doi:10.2196/10456 · Cited by 54 · cited 5× · see citing works
“Brief summaries of each intervention as well as their core findings are also provided in Multimedia Appendix 3 [64-100].”
BackgroundInfluentialBarreras, O. Y., & Aguilera, A. (2015) · Arbor · doi:10.3989/arbor.2015.771n1012 · Cited by 53 · cited 2× · see citing works
“Self-guided digital health interventions are also cost- and resource-effective to access and disseminate, requiring less direct input from clinicians [34], giving consumers greater control and empowerment regarding their own health needs [35].”
BackgroundReiter, P. L., Katz, M. L., Bauermeister, J. A., Shoben, A. B., Paskett, E. D., & McRee, A. (2018) · LGBT Health · doi:10.1089/lgbt.2018.0059 · Cited by 50 · cited 1× · see citing works
“Of the 17 interventions identified as having focused on risk reduction and management of STIs, 1 focused on pre-exposure prophylaxis adherence [66], 2 focused on reducing unprotected sex [67-71], 7 targeted multiple aspects of HIV prevention [72-83], 2 focused on HPV prevention [84,85,101], 3 focused on increasing STI…”
BackgroundLucassen, M. F., Hatcher, S., Fleming, T. M., Stasiak, K., Shepherd, M. J., & Merry, S. N. (2015) · Australasian Psychiatry · doi:10.1177/1039856215579542 · Cited by 49 · cited 5× · see citing works
“Brief summaries of each intervention as well as their core findings are also provided in Multimedia Appendix 3 [64-100].”
BackgroundInfluentialEmpirically based psychological interventions with sexual minority youth: A systematic review.
Hobaica, S., Alman, A., Jackowich, S., & Kwon, P. H. (2018) · Psychology of Sexual Orientation and Gender Diversity · doi:10.1037/sgd0000275 · Cited by 49 · cited 1× · see citing works
“There have also been several recent reviews focused on the mental health of LGBTIQ+ young people [55,56] and adults [57], which have referenced a combined total of 4 digital interventions for this population.”
BackgroundBauermeister, J. A., Tingler, R. C., Demers, M., Connochie, D. M., Gillard, G., Shaver, J., Chavanduka, T., & Harper, G. W. (2019) · AIDS and Behavior · doi:10.1007/s10461-019-02426-7 · Cited by 49 · see citing works
LeGrand, S., Muessig, K. E., Platt, A. C., Soni, K., Egger, J. R., Nwoko, N., McNulty, T., & Hightow‐Weidman, L. (2018) · JMIR Research Protocols · doi:10.2196/resprot.8811 · Cited by 48 · see citing works
Online Focus Groups as an HIV Prevention Program for Gay, Bisexual, and Queer Adolescent Males
Ybarra, M. L., DuBois, L. Z., Parsons, J. T., Prescott, T. L., & Mustanski, B. S. (2014) · AIDS Education and Prevention · doi:10.1521/aeap.2014.26.6.554 · Cited by 47 · cited 4× · see citing works
“Few interventions incorporated social interactivity and where present, they were typically minimal [72,75,78,90,98].”
BackgroundInfluentialLucassen, M. F. G., Hatcher, S., Stasiak, K., Fleming, T. M., Shepherd, M., & Merry, S. (2013) · Advances in Mental Health · doi:10.5172/jamh.2013.12.1.22 · Cited by 47 · cited 2× · see citing works
“The concept of digital delivery of interventions is generally acceptable to this group, and this is particularly true when they are specifically targeted with LGBTIQ+ themes [32].”
BackgroundMcRee, A., Shoben, A. B., Bauermeister, J. A., Katz, M. L., Paskett, E. D., & Reiter, P. L. (2018) · Vaccine · doi:10.1016/j.vaccine.2018.01.009 · Cited by 46 · see citing works
Fleming, J. B., Hill, Y. N., & Burns, M. N. (2017) · JMIR Human Factors · doi:10.2196/humanfactors.7392 · Cited by 44 · see citing works
Cho, H., Powell, D., Pichon, A., Thai, J., Bruce, J., Kuhns, L. M., Garofalo, R., & Schnall, R. (2018) · JMIR mhealth and uhealth · doi:10.2196/11450 · Cited by 42 · cited 3× · see citing works
“Of the 17 interventions identified as having focused on risk reduction and management of STIs, 1 focused on pre-exposure prophylaxis adherence [66], 2 focused on reducing unprotected sex [67-71], 7 targeted multiple aspects of HIV prevention [72-83], 2 focused on HPV prevention [84,85,101], 3 focused on increasing STI…”
BackgroundRozbroj, T., Lyons, A., Pitts, M. K., Mitchell, A., & Christensen, H. M. (2014) · Journal of Medical Internet Research · doi:10.2196/jmir.3529 · Cited by 41 · cited 1× · see citing works
“Many existing digital health interventions are not specifically applicable to LGBTIQ+ people [51]; however, untailored interventions may exacerbate feelings of alienation [31,52,53].”
BackgroundIteratively Developing an mHealth HIV Prevention Program for Sexual Minority Adolescent Men
Ybarra, M. L., Prescott, T. L., Philips, G. L., Bull, S. S., Parsons, J. T., & Mustanski, B. S. (2015) · AIDS and Behavior · doi:10.1007/s10461-015-1146-3 · Cited by 40 · cited 4× · see citing works
“Few interventions incorporated social interactivity and where present, they were typically minimal [72,75,78,90,98].”
BackgroundInfluentialBauermeister, J. A., Golinkoff, J., Horvath, K. J., Hightow‐Weidman, L., Sullivan, P. S., & Stephenson, R. B. (2018) · JMIR Research Protocols · doi:10.2196/10444 · Cited by 40 · see citing works
Greene, G. J., Madkins, K., Andrews, K., Dispenza, J., & Mustanski, B. S. (2016) · AIDS Education and Prevention · doi:10.1521/aeap.2016.28.3.231 · Cited by 39 · cited 5× · see citing works
“Brief summaries of each intervention as well as their core findings are also provided in Multimedia Appendix 3 [64-100].”
BackgroundInfluentialHorvath, K. J., & Bauermeister, J. A. (2017) · AIDS Education and Prevention · doi:10.1521/aeap.2017.29.1.14 · Cited by 37 · cited 3× · see citing works
“Of the 17 interventions identified as having focused on risk reduction and management of STIs, 1 focused on pre-exposure prophylaxis adherence [66], 2 focused on reducing unprotected sex [67-71], 7 targeted multiple aspects of HIV prevention [72-83], 2 focused on HPV prevention [84,85,101], 3 focused on increasing STI…”
BackgroundKnight, R., Karamouzian, M., Salway, T. J., Gilbert, M., & Shoveller, J. (2017) · Journal of the International AIDS Society · doi:10.1002/jia2.25017 · Cited by 35 · cited 2× · see citing works
“Knight et al [54] recently reviewed web-based interventions for HIV or sexually transmitted infection (STI) risk reduction in young men who have sex with men (MSM); however, this review did not capture digital health interventions that are delivered through other digital modalities (eg, mobile apps), those that addres…”
BackgroundKuhns, L. M., Garofalo, R., Hidalgo, M. A., Hirshfield, S., Pearson, C. R., Bruce, J., Batey, D. S., Radix, A. E., Belkind, U., Jia, H., et al. (2020) · BMC Public Health · doi:10.1186/s12889-020-8180-4 · Cited by 35 · see citing works
Ybarra, M. L., Liu, W., Prescott, T. L., Phillips, G., & Mustanski, B. S. (2018) · AIDS and Behavior · doi:10.1007/s10461-018-2118-1 · Cited by 34 · cited 3× · see citing works
“Of the 17 interventions identified as having focused on risk reduction and management of STIs, 1 focused on pre-exposure prophylaxis adherence [66], 2 focused on reducing unprotected sex [67-71], 7 targeted multiple aspects of HIV prevention [72-83], 2 focused on HPV prevention [84,85,101], 3 focused on increasing STI…”
BackgroundVogel, E. A., Belohlavek, A., Prochaska, J. J., & Ramo, D. E. (2019) · Internet Interventions · doi:10.1016/j.invent.2019.01.002 · Cited by 32 · cited 5× · see citing works
“7 (1825) Vogel et al [98] Smoking cessation Put It Out Project (Facebook) ity and feasibility Gay/lesbian=6, Bisexual=15, Queer=2, Pansexual=8, nonbinary=10, Trans=2”
BackgroundInfluentialPsychosocial Interventions for Mental Illness among LGBTQIA Youth: A PRISMA-Based Systematic Review
Pol-Harney, E. V. D., & McAloon, J. (2018) · Adolescent Research Review · doi:10.1007/s40894-018-0090-7 · Cited by 31 · see citing works
Coulter, R. W. S., Sang, J. M., Louth-Marquez, W., Henderson, E. R., Espelage, D. L., Hunter, S. C., DeLucas, M., Abebe, K. Z., Miller, E. P., Morrill, B. A., et al. (2019) · JMIR Research Protocols · doi:10.2196/12164 · Cited by 29 · see citing works
Madkins, K., Moskowitz, D., Moran, K., Dellucci, T. V., & Mustanski, B. S. (2019) · AIDS Education and Prevention · doi:10.1521/aeap.2019.31.4.287 · Cited by 29 · cited 3× · see citing works
“Of the 17 interventions identified as having focused on risk reduction and management of STIs, 1 focused on pre-exposure prophylaxis adherence [66], 2 focused on reducing unprotected sex [67-71], 7 targeted multiple aspects of HIV prevention [72-83], 2 focused on HPV prevention [84,85,101], 3 focused on increasing STI…”
BackgroundSmoking cessation intervention trial outcomes for sexual and gender minority young adults.
Vogel, E. A., Thrul, J., Humfleet, G. L., Delucchi, K., & Ramo, D. E. (2018) · Health Psychology · doi:10.1037/hea0000698 · Cited by 28 · cited 5× · see citing works
“Brief summaries of each intervention as well as their core findings are also provided in Multimedia Appendix 3 [64-100].”
BackgroundInfluentialGilbey, D., Mahfouda, S., Ohan, J., Lin, A., & Perry, Y. (2020) · Adolescent Research Review · doi:10.1007/s40894-019-00128-8 · Cited by 28 · cited 2× · see citing works
“In addition, only 1 study trialed a digital health intervention in a community setting [61], and its rate of user retention was approximately half that of its clinical trial, consistent with previous studies that have found a similar pattern [104].”
MethodResultMuessig, K. E., Knudtson, K., Soni, K., Larsen, M. A., Traum, D. R., Dong, W., Conserve, D. F., Leuski, A., Artstein, R., & Hightow‐Weidman, L. (2018) · PubMed · Cited by 28 · see citing works
Ybarra, M. L., Prescott, T. L., Mustanski, B. S., Parsons, J. T., & Bull, S. S. (2019) · Journal of Adolescent Health · doi:10.1016/j.jadohealth.2019.04.025 · Cited by 26 · cited 4× · see citing works
“Overall, rates of attrition among the included studies were low, with several interventions reporting retention rates of 90% to 100% in their trials [66,69,77].”
BackgroundInfluentialWashington, T. A., Applewhite, S., & Glenn, W. (2017) · Urban Social Work · doi:10.1891/2474-8684.1.1.36 · Cited by 25 · cited 9× · see citing works
“Several studies that described their target audience as MSM also included trans women under this descriptor.”
BackgroundInfluentialOnline interventions for the mental health needs of trans and gender diverse young people
Perry, Y., Strauss, P., & Lin, A. P. (2018) · The Lancet Psychiatry · doi:10.1016/s2215-0366(18)30017-8 · Cited by 22 · cited 2× · see citing works
“Digital health interventions, such as those delivered via computers, websites, smartphones, or tablets, have been identified as an important potential avenue to improve health care access and use among young people in this group [30-33].”
BackgroundSelf-citationmHealth: an avenue for promoting health among sexual and gender minority populations?
Bowen, D. J., Jabson, J. M., & Kamen, C. S. (2016) · mHealth · doi:10.21037/mhealth.2016.09.01 · Cited by 18 · cited 4× · see citing works
“Anonymity facilitates private access to support and minimizes stigma [33].”
BackgroundInfluentialMcCoy, S. I., Buzdugan, R., Grimball, R., Natoli, L. J., Mejia, C. M., Klausner, J. D., & McGrath, M. R. (2018) · mHealth · doi:10.21037/mhealth.2018.09.04 · Cited by 17 · cited 10× · see citing works
“Two other studies reported notably higher rates of attrition than the others [65,89].”
BackgroundResultInfluentialReiter, P. L., Gower, A. L., Kiss, D. E., Malone, M. A., Katz, M. L., Bauermeister, J. A., Shoben, A. B., Paskett, E. D., & McRee, A. (2019) · JMIR Research Protocols · doi:10.2196/16294 · Cited by 17 · see citing works
Goldstone, S. E. (2011) · Sexually Transmitted Infections · doi:10.1136/sextrans-2011-050119.6 · Cited by 15 · see citing works
Koblin, B. A., Hirshfield, S., Chiasson, M. A., Wilton, L., Usher, D., Nandi, V., Hoover, D. R., & Frye, V. A. (2017) · JMIR Research Protocols · doi:10.2196/resprot.8856 · Cited by 9 · see citing works
National Gay and Lesbian Task Force
L.Anderson, G., & Herr, K. G. (2007) · Encyclopedia of Activism and Social Justice · doi:10.4135/9781412956215.n602 · Cited by 3 · see citing works
Lucassen, M. F. G., Merry, S., & Hatcher, S. (2012) · Neuropsychiatrie de l Enfance et de l Adolescence · doi:10.1016/j.neurenf.2012.04.116 · Cited by 2 · see citing works
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- [65]Martin S Developing and Evaluating Queervibe: an Online Intervention to Empower Trans and Non-binary Youth Doctoral Dissertation, Anglia Ruskin University 2019 2020-11-16 https://arro.anglia.ac.uk/704647/
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Sorted by citations
Klaic, M., Kapp, S., Hudson, P., Chapman, W. W., Denehy, L., Story, D., & Francis, J. (2022) · Implementation Science · doi:10.1186/s13012-021-01171-7 · Cited by 411 · see citing works
Co-design of digital health interventions with young people: A scoping review
Malloy, J. A., Partridge, S. R., Kemper, J. A., Braakhuis, A. J., & Roy, R. (2023) · Digital Health · doi:10.1177/20552076231219117 · Cited by 90 · see citing works
Pachankis, J. E., & Jackson, S. D. (2022) · Archives of Sexual Behavior · doi:10.1007/s10508-022-02381-w · Cited by 82 · see citing works
The Perceived Benefits of Digital Interventions for Behavioral Health: Qualitative Interview Study
Marcu, G., Ondersma, S. J., Spiller, A. N., Broderick, B. M., Kadri, R., & Buis, L. R. (2022) · Journal of Medical Internet Research · doi:10.2196/34300 · Cited by 76 · see citing works
Digital Health Equity: Addressing Power, Usability, and Trust to Strengthen Health Systems
Koehle, H., Kronk, C. A., & Lee, Y. J. (2022) · Yearbook of Medical Informatics · doi:10.1055/s-0042-1742512 · Cited by 68 · see citing works
“Digital health applications can allow LGBTQIA+ to access care more privately and can act to reduce stigma [72].”
BackgroundBarriers in care pathways and unmet mental health needs in LGBTIQ + communities
Silveri, G., Schimmenti, S., Prina, E., Gios, L., Mirandola, M., Converti, M., Fiorillo, A., Pinna, F., Ventriglio, A., Galeazzi, G. M., et al. (2022) · International Review of Psychiatry · doi:10.1080/09540261.2022.2075256 · Cited by 51 · see citing works
“Regarding the possible interventions for young people, Gilbey et al. (2020) suggest that targeted digital health interventions are an important focus for future research aimed at addressing health difficulties in LGBTIQþ young people, particularly in terms of mental and physical health concerns.”
BackgroundGlobal youth perspectives on digital health promotion: a scoping review
Ferretti, A., Hubbs, S., & Vayena, E. (2023) · BMC Digital Health · doi:10.1186/s44247-023-00025-0 · Cited by 62 · see citing works
“Review topics range from sexual and reproductive health [22] to mental health [23] and nutrition and physical activity [24, 25], with several studies focused on youth in LMICs [2, 26, 27].”
BackgroundMcCann, E., Donohue, G., & Brown, M. J. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18073403 · Cited by 39 · see citing works
“Online activities and supports may address stigma, isolation, mental health issues and social concerns such as living in remote or rural communities thus promoting social inclusion [21,22].”
BackgroundMarcu, G. M., Ondersma, S. J., Spiller, A. N., Broderick, B. M., Kadri, R., & Buis, L. R. (2021) · Journal of Medical Internet Research · doi:10.2196/34301 · Cited by 37 · see citing works
“Indeed, simulating realistic exchanges between humans and computers within the context of health issues has the potential to feel to human users as disingenuous, contrived, or overly stereotypical, which may be a deterrent to use [30].”
BackgroundEscobar-Viera, C. G., Porta, G., Coulter, R. W. S., Martina, J., Goldbach, J., & Rollman, B. L. (2023) · Internet Interventions · doi:10.1016/j.invent.2023.100668 · Cited by 34 · see citing works
Lucassen, M. F. G., García, A. N., Rimes, K. A., WALLACE, L. M., Brown, K., & Samra, R. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19148738 · Cited by 36 · see citing works
“However, internationally, only 24 such interventions have been identified and most of these (n = 17) have a sexual health focus [8].”
BackgroundEfficacy of Digital Health Interventions Used for Adolescent's Sexual Health: An Umbrella Review
Borji‐Navan, S., Maleki-Saghooni, N., & Keramat, A. (2024) · Health Science Reports · doi:10.1002/hsr2.70212 · Cited by 33 · see citing works
McGovern, R., Balogun-Katung, A., Artis, B., Bareham, B. K., Spencer, L. P., Alderson, H., Brown, E., Brown, J., Lingam, R., McArdle, P., et al. (2024) · Journal of Prevention · doi:10.1007/s10935-024-00785-z · Cited by 32 · see citing works
“…al., 2022; Neil & Christensen, 2009; Papola et al., 2020; Pfefferbaum et al., 2017; Smedler et al., 2015; Thomas et al., 2022; Yohannan et al., 2022), minority groups (Gilbey et al., 2020; Grande et al., 2022; Harlow et al., 2014; Petrenko, 2013), and adolescent mothers (Sangsawang et al., 2019).”
BackgroundKrahe, M. A., Baker, S., Woods, L., & Larkins, S. (2025) · Australian Journal of Rural Health · doi:10.1111/ajr.70045 · Cited by 34 · see citing works
Escobar-Viera, C. G., Melcher, E. M., Miller, R. S., Whitfield, D. L., López, D. J., Gordon, J. D., Ballard, A. J., Rollman, B. L., & Pagoto, S. (2021) · Internet Interventions · doi:10.1016/j.invent.2021.100428 · Cited by 29 · see citing works
Fowler, J. A., Viskovich, S., Buckley, L., & Dean, J. A. (2022) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2022.06.007 · Cited by 28 · see citing works
Fowler, J. A., Buckley, L., Muir, M., Viskovich, S., Paradisis, C., Zanganeh, P., & Dean, J. A. (2023) · Journal of Clinical Psychology · doi:10.1002/jclp.23571 · Cited by 26 · see citing works
Liu, Y., Wu, Y. C., Fu, H., Guo, W., & Wang, X. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1242928 · Cited by 26 · see citing works
“…minorities face barriers to accessing safe and adequate mental health treatments and services due to various sociocultural factors like insufficient health resources designated for them as well as discrimination against their minority sexual orientation and gender identities (Gilbey et al., 2020).”
BackgroundMwaniki, S. W., Kaberia, P. M., Mugo, P. M., & Palanee‐Phillips, T. (2024) · BMC Public Health · doi:10.1186/s12889-023-17555-x · Cited by 23 · see citing works
Schroeer, C., Voß, S., Jung‐Sievers, C., & Coenen, M. (2021) · Frontiers in Public Health · doi:10.3389/fpubh.2021.713159 · Cited by 22 · see citing works
“(42) outlined in regard of the LGBTQ (lesbian, gay, bisexual, transgender, queer) community the anonymity aspect of digital interventions which facilitates access to support by minimizing stigma.”
BackgroundEquitable Research PRAXIS: A Framework for Health Informatics Methods
Veinot, T. C., Clarke, P. J., Romero, D. M., Buis, L. R., Dillahunt, T. R., Vydiswaran, V. G. V., Bhogal, A. N.-B., Brown, L. K., Richards, O. K., Williamson, A. K., et al. (2022) · Yearbook of Medical Informatics · doi:10.1055/s-0042-1742542 · Cited by 20 · see citing works
“Too much or too little can lead to interventions that feel superficial, stereotypical, or patronizing [12].”
BackgroundOwens, C., Shrodes, A., Kraus, A., Birnholtz, J. P., Moskowitz, D., & Macapagal, K. R. (2021) · Sexuality Research and Social Policy · doi:10.1007/s13178-021-00641-3 · Cited by 18 · see citing works
Trang, K., Le, L. X., Brown, C., To, M. Q., Sullivan, P. S., Jovanović, T., Worthman, C. M., & Giang, L. M. (2021) · JMIR Formative Research · doi:10.2196/30360 · Cited by 16 · see citing works
“A recent meta-analysis of mHealth interventions for young sexual and gender minorities suggests that these linguistic issues are often not well attended to; across studies, the most common concerns centered on language, specifically on prompts that were seen as too text-heavy, patronizing, or superficially targeted to…”
BackgroundGilbey, D., Perry, Y., Lin, A. P., & Ohan, J. L. (2022) · Youth · doi:10.3390/youth2030026 · Cited by 14 · see citing works
“Finally, given that isolation was implicated in self-stigma, interventions that are accessible remotely, such as digital interventions, are worth exploring [37].”
BackgroundSelf-citationKhumalo, F., Passmore, J.-A. S., Manhanzva, M. T., Meyer, B., Duyver, M., Lurie, M., Tanko, R. F., & Masson, L. (2023) · Current Opinion in Infectious Diseases · doi:10.1097/qco.0000000000000895 · Cited by 13 · see citing works
Grummitt, L. R., Barrett, E. L., Halladay, J. E., Bailey, S., Birrell, L., Hunter, E., Kelly, E. V., Champion, K. E., Gardner, L. A., Nguyen, A., et al. (2023) · Mental Health & Prevention · doi:10.1016/j.mhp.2023.200308 · Cited by 15 · see citing works
Renner, J., Täuber, L., & Nieder, T. O. (2022) · Journal of Clinical Medicine · doi:10.3390/jcm11041090 · Cited by 14 · see citing works
“That being said, other systematic reviews also demonstrate the general challenge of adequately representing one or more subgroups of the LGBTQIA+ community, as there are not many studies in each case [47].”
BackgroundResultBerry, K. R., Gliske, K., Schmidt, C., Cray, L. D. E., Killian, M., & Fenkel, C. (2023) · JMIR Formative Research · doi:10.2196/45796 · Cited by 12 · see citing works
“Digital health interventions have high acceptability and low attrition rates among LGBTQIA+ young people [44].”
Wang, C., Butler, G., Wong, S. L., Steensma, C., Jackson, B. E., Betancourt, M. T., & Roberts, K. C. (2023) · Health Promotion and Chronic Disease Prevention in Canada · doi:10.24095/hpcdp.43.6.04 · Cited by 12 · see citing works
Gautam, K., Aguilar, C., Paudel, K., Dhakal, M., Wickersham, J. A., Acharya, B., Sapkota, S., Deuba, K., & Shrestha, R. (2024) · JMIR Human Factors · doi:10.2196/56002 · Cited by 12 · see citing works
“It can offer tailored and cost-effective interventions without the need for in-person contact and can provide convenience, improve mental health literacy and easy accessibility, eliminate travel hassles, and encourage help-seeking behavior [18,19].”
BackgroundNielsen, A., Azra, K. K., Kim, C., Dusing, G. J., & Chum, A. (2023) · Social Science & Medicine · doi:10.1016/j.socscimed.2023.115896 · Cited by 11 · see citing works
Wong, H. T. H., Prankumar, S. K., Cui, J., Tumwine, C., Addo, I. Y., Kan, W. S., & Noor, M. N. (2022) · PLOS Global Public Health · doi:10.1371/journal.pgph.0001054 · Cited by 11 · see citing works
“Some recent literature reviews on the use of digital and mobile health interventions have suggested that such interventions can effectively promote transgender youths’ health [36, 37], increase HIV testing rates [38], and deliver gender-affirming care [34].”
BackgroundThe Promise of Digital Mental Health for LGBTQ+ Youths
Cohen, J. M., Feinstein, B. A., & Fox, K. R. (2022) · Psychiatric Services · doi:10.1176/appi.ps.202100569 · Cited by 11 · see citing works
Choi, S. K., Bruehlman-Senecal, E., Green, A. C., Lavra, J., & Bauermeister, J. A. (2023) · Frontiers in Digital Health · doi:10.3389/fdgth.2023.1254929 · Cited by 10 · see citing works
“A review of 24 unique DHIs seeking to address mental, physical, or sexual health – related concerns in lesbian, gay, bisexual, transgender, queer, and other sexual and gender minority (LGBTQ+) young people found the methodologies to be lacking in rigor and the quality of evidence to be poor (7).”
BackgroundYang, Y., Ye, Z., Li, W., Sun, Y., & Dai, L. (2024) · BMC Psychiatry · doi:10.1186/s12888-023-05451-y · Cited by 10 · see citing works
Fowler, J. A., Buckley, L., Viskovich, S., Muir, M., & Dean, J. A. (2024) · Psychiatry Research · doi:10.1016/j.psychres.2024.115873 · Cited by 9 · see citing works
“Despite evidence of acceptability (Gilbey et al., 2020; Meiksin et al., 2021), there is considerably low up-take of digital, self-guided mental health programs outside of research contexts (Baumel et al., 2019; Fleming et al., 2018) – with one real-world presentation showing 3.7 % (Lucassen et al.,…”
BackgroundInfluentialReitegger, F., Peras, I., Wright, M., & Gasteiger‐Klicpera, B. (2024) · Adolescent Research Review · doi:10.1007/s40894-024-00237-z · Cited by 13 · see citing works
Martin, P., Alberti, C., Gottot, S., Bourmaud, A., & Rochebrochard, É. D. L. (2023) · BMC Public Health · doi:10.1186/s12889-023-16257-8 · Cited by 9 · see citing works
Predicting response to a smartphone-based cognitive-behavioral therapy for body dysmorphic disorder
Greenberg, J. L., Weingarden, H. M., Hoeppner, S. S., Berger-Gutierrez, R. M., Klare, D. L., Snorrason, Í., Costilla-Reyes, O., Talbot, M. B., Daniel, K. E., Vanderkruik, R. C., et al. (2024) · Journal of Affective Disorders · doi:10.1016/j.jad.2024.03.044 · Cited by 9 · see citing works
Queiroz, A. A. F. L. N., Mendes, I. A. C., de Godoy, S., Lapão, L. V., & Dias, S. (2021) · JMIR mhealth and uhealth · doi:10.2196/23912 · Cited by 9 · see citing works
“Digital health interventions have the potential to improve health disparities in this population, which in turn, would impact HIV transmission and prevention [19].”
Lucassen, M. F. G., Samra, R., Rimes, K. A., Brown, K., & WALLACE, L. M. (2022) · JMIR Research Protocols · doi:10.2196/31036 · Cited by 9 · see citing works
“A third more inclusive systematic review was published in 2020 [22].”
BackgroundPortillo, G. A. O., Fletcher, J. B., Young, L. E., & Klausner, J. D. (2023) · mHealth · doi:10.21037/mhealth-22-33 · Cited by 9 · see citing works
“, due to the potential of data leaks), as well as the feasibility of remotely engaging people to deliver effective tailored HIV prevention/care (29-33).”
BackgroundMapping research on LGBT+ persons’ health: a bibliometric analysis
Moro, G. L., Brescia, V., Scaioli, G., Angelis, A. D., Siliquini, R., & Bert, F. (2024) · Perspectives in Public Health · doi:10.1177/17579139241247758 · Cited by 8 · see citing works
Lafferty, L., Rautenbach, C., McNulty, A. M., Ryder, N., Slattery, C., Houghton, R., Kenigsberg, A., Murray, C., Carrington, N., & Patel, P. (2024) · Sexual Health · doi:10.1071/sh23194 · Cited by 8 · see citing works
Williams, A. J., Cleare, S., Borschmann, R., Tench, C. R., Gross, J. J., Hollis, C. P., Chapman-Nisar, A., Naeche, N., Townsend, E., & Slovák, P. (2024) · BMJ Open · doi:10.1136/bmjopen-2023-079801 · Cited by 6 · see citing works
“29 33 These mental health interventions are typically perceived positively by LGBTQ+ youth, 30 32–34 with mixed findings reported by the three studies which considered the impact of the intervention on participants; (1) Rainbow SPARX 32 ; (2) an online writing intervention 31 ; and (3) QueerViBE.”
BackgroundThreats, M., & Gray, M. (2025) · Journal of Medical Internet Research · doi:10.2196/84393 · Cited by 6 · see citing works
“Research into the willingness of sexual minority adults to use digital health modalities, as well as their effectiveness for advancing health equity, has primarily focused on HIV prevention and treatment intervention efforts for cisgender sexual minority men [64,65].”
Cantrell, Y., & Zhu, X. A. (2022) · Digital Transformation and Society · doi:10.1108/dts-08-2022-0039 · Cited by 6 · see citing works
Romanelli, M., Vélez‐Grau, C., Rouvere, J., & Porter, S. F. (2025) · Journal of Medical Internet Research · doi:10.2196/77062 · Cited by 4 · see citing works
“Many digital mental health resources remain inadequately tailored to sexual minority youth of color [54], and without intentional inclusion (eg, cocreation with lived-experience experts through each step of design, development, and evaluation [55,56]), these services risk reinforcing existing…”
Kumar, G., Brahma, P., Jena, S., Mohapatra, I., Sethi, A. K., & Tripathi, R. M. (2023) · Journal of Pharmacy And Bioallied Sciences · doi:10.4103/jpbs.jpbs_76_23 · Cited by 5 · see citing works
Alan, H. (2024) · Behaviour and Information Technology · doi:10.1080/0144929x.2024.2303626 · Cited by 8 · see citing works
“Lesbian, gay, bisexual, trans, intersex, queer and other people with di ff erent sexual, gender or body characteristics (LGBTIQ+) are known to experience various di ff erences in health outcomes compared to their partners (Gilbey et al. 2020).”
Zamantakis, A., Zapata, J. P., Greenawalt, I., Knapp, A. A., Benbow, N., & Mustanski, B. S. (2024) · AIDS and Behavior · doi:10.1007/s10461-024-04525-6 · Cited by 5 · see citing works
Prediger, C., Hrynyschyn, R., Iepan, I., & Stock, C. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19095265 · Cited by 5 · see citing works
“Thus far, LGBTQIA+ adolescents are mostly addressed as a vulnerable group in alcohol and other drugs prevention [37], but less is known about how possible tailoring options for this group in general alcohol intervention could take place and meet their needs, especially because targeted digital alcohol prevention for t…”
BackgroundDecaro, S. P., Gemignani, M., Covolan, E., Aubin, S. G., Prunas, A., & Giacomozzi, M. (2024) · Journal of Homosexuality · doi:10.1080/00918369.2024.2431265 · Cited by 4 · see citing works
“Consistently, other studies have demonstrated the efficacy of digital health interventions for promoting sexual health in LGBT+ young people (see Gilbey et al., 2020 for a review).”
Gibson, R. C., Meiklem, R., Moncur, W., & Ruthven, I. G. (2025) · Conference on Human Information Interaction and Retrieval · doi:10.1145/3698204.3716445 · Cited by 3 · see citing works
“First, we examined published reviews related to our “Phenomenon of Interest”, i.e. on-line disclosure and privacy, [56], [57] and the target “Sample” [58], [59], [60], [61], [62], [63], to generate initial search terms and determine appropriate libraries to query.”
Haghiri‐Vijeh, R., Newman-Seymour, K., Huizenga, D., & Hung, A. (2023) · PLoS ONE · doi:10.1371/journal.pone.0294869 · Cited by 3 · see citing works
“Effectiveness, acceptability, and feasibility of digital health interventions for LGBTIQ+ Young People: Systematic Review by Gilbey et al. [9], and 2.)”
BackgroundMethodNewman-Seymour, K., & Haghiri‐Vijeh, R. (2025) · Sexes · doi:10.3390/sexes6030036 · Cited by 3 · see citing works
Walker, R., Fields, J., Gilbert, J., & Leahy, D. (2022) · Seminars in Reproductive Medicine · doi:10.1055/s-0042-1742336 · Cited by 3 · see citing works
Prediger, C., Heinrichs, K., Tezcan‐Güntekin, H., Stadler, G., González, L. P., Lyk, P., Majgaard, G., & Stock, C. (2023) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph20042784 · Cited by 3 · see citing works
“acknowledging the needs of this community, especially since digital alcohol prevention that is targeted towards this high-risk group is widely lacking [27].”
BackgroundCascalheira, C. J., Pugh, T. H., Hong, C., Birkett, M. A., Macapagal, K. R., & Holloway, I. W. (2023) · Frontiers in Reproductive Health · doi:10.3389/frph.2023.1303218 · Cited by 3 · see citing works
Edwards, K. M., Littleton, H., Gardella, J. H., Farquhar-Leicester, A. L., Huff, M., Spitz, C., Wheeler, L. A., Neighbors, C., & Hopfauf, S. L. (2024) · Children and Youth Services Review · doi:10.1016/j.childyouth.2024.107866 · Cited by 3 · see citing works
Cui, J., Prankumar, S. K., Wong, H. T. H., Addo, I. Y., Tumwine, C., & Noor, M. N. (2022) · BMJ Open · doi:10.1136/bmjopen-2021-055914 · Cited by 3 · see citing works
Abdullayev, K., Chico, T., Manktelow, M., Buckley, O. E., Condell, J. V., van Arkel, R. J., Díaz‐Zuccarini, V., & Matcham, F. (2023) · BMJ Open · doi:10.1136/bmjopen-2023-072952 · Cited by 3 · see citing works
“38 39 Too often, devices and systems are created without enough information regarding the patients’ and clinicians’ needs, which ultimately results in poor engagement and low cost-effectiveness.”
BackgroundHellsten, L., Ahlqvist, V. H., Nielsen, A. M., Brandén, G., Ekström, A. M., & Kosidou, K. (2025) · Mayo Clinic Proceedings Digital Health · doi:10.1016/j.mcpdig.2025.100251 · Cited by 2 · see citing works
Mortimer, R., Iluczyk, D., Mechler, J., Lindqvist, K., Midgley, N., Andersson, G., & Clements, H. (2025) · Psychotherapy Research · doi:10.1080/10503307.2025.2538552 · Cited by 2 · see citing works
Romanelli, M., Rouvere, J., Sanders, I. A., Padmanabhan, A., Peake, E. E., Hull, T. D., & Althoff, T. (2025) · JMIR Formative Research · doi:10.2196/75290 · Cited by 2 · see citing works
“Despite potential, it remains unclear how gender minority consumers engage with DMH services and if DMH effectively improves their clinical outcomes [23,29,31].”
Butorac, I., McNaney, R., Thomas, J., Flores-Herrera, A., Seguin, J. P., Northam, J. C., & Carter, A. (2026) · ACM Transactions on Computing for Healthcare · doi:10.1145/3805040 · Cited by 3 · see citing works
Seiterö, A., Thomas, K., Löf, M., & Müssener, U. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph192114022 · Cited by 2 · see citing works
Atuluru, P., Weinstein, E. R., Serrano, L. P., Doblecki‐Lewis, S., Rogers, B. G., & Harkness, A. (2023) · AIDS and Behavior · doi:10.1007/s10461-023-04176-z · Cited by 2 · see citing works
“However, social media use among key populations affected by mpox and HIV is increasing, including MSM and racial and ethnic minorities [31]; therefore, this scan reveals the need for organizations to diversify their online outreach efforts to ensure the broadest possible reach and to communicate…”
Abouzeid, N., & Lal, S. (2024) · PLoS ONE · doi:10.1371/journal.pone.0301886 · Cited by 2 · see citing works
Vriends, J., & Symonds‐Brown, H. (2024) · International Journal of Transgender Health · doi:10.1080/26895269.2024.2351472 · Cited by 2 · see citing works
O’Neil, A. M., Zapata, J. P., Dang, M., Lopez-Ríos, J., Quinn, K. G., & John, S. A. (2024) · AIDS Patient Care and STDs · doi:10.1089/apc.2024.0012 · Cited by 2 · see citing works
Nicolás, R. Á. A., Collado, J. C., López‐Sáez, M. Á., & González, A.-J. (2025) · Healthcare · doi:10.3390/healthcare13020115 · Cited by 2 · see citing works
Supporting filipino LGBTQ+ youth: development of evidence-informed self-help materials
Villasanta, A. P. V. P., Camacho, R. A. P., Martin, A. T. M. B., & Gamalinda, T. B. (2025) · Culture Health & Sexuality · doi:10.1080/13691058.2025.2479704 · Cited by 2 · see citing works
“The majority of existing digital interventions supportive LGBTQ+ people have taken place in the uSA, the uK Kingdom, and Aotearoa New Zealand (Gilbey et al. 2020).”
McLeod, J., Flowers, P., Gibbs, J., Estcourt, C. S., & MacDonald, J. (2023) · medRxiv · doi:10.1101/2023.08.25.23294615 · Cited by 2 · see citing works
“However, three similar reviews were identified during the literature search (Gilbey et al., 2020; Cui et al., 2022; and Stoehr et al., 2022).”
BackgroundTeen dating violence interventions for sexual minority youth: A scoping reviewPreprint
Smith, A. U., Singer, R. B., Jann, J., Matthews, A. (., & Crooks, N. K. (2022) · Research Square · doi:10.21203/rs.3.rs-1813041/v1 · Cited by 2 · see citing works
Isbășoiu, A. B., Sava, F. A., Larsen, T. M. B., Anderssen, N., Rotaru, T.-S., Rusu, A., Sălăgean, N., & Tulbure, B. T. (2024) · JMIR Formative Research · doi:10.2196/56198 · Cited by 1 · see citing works
“A recent systematic review [12] on digital health interventions for LGBTQ+ participants concluded that there were more interventions aiming at reducing sexually transmitted diseases than for other health concerns and that more targeted interventions are needed to cover mental health difficulties.”
BackgroundBailey, S., Perry, Y., Tan, K. K. H., Byrne, J. L., Polkinghorne, T. H., Newton, N. C., Veale, J. F., Fenaughty, J., Tiko, R., Teesson, M., et al. (2024) · Australian and New Zealand Journal of Public Health · doi:10.1016/j.anzjph.2024.100183 · Cited by 1 · see citing works
Self-citationSingh, K., Camenga, D. R., Aneni, K., & Hieftje, K. D. (2025) · Springer eBooks · doi:10.1007/978-3-031-84655-7_10 · Cited by 1 · see citing works
Eisenstadt, B. E., Chiaramonte, D. M., Ankrum, H., Bränström, R., Watson, R. J., & Pachankis, J. E. (2025) · Psychology of Sexual Orientation and Gender Diversity · doi:10.1037/sgd0000850 · Cited by 1 · see citing works
Reback, C. J., Lin, C., Li, M. J., Fletcher, J. B., & Mata, R. P. (2025) · AIDS and Behavior · doi:10.1007/s10461-025-04816-6 · Cited by 1 · see citing works
King, A. J., Cardwell, E. T., Chow, E. P. F., Flowers, P., Gilbert, M., & Albury, K. (2025) · Health Expectations · doi:10.1111/hex.70360 · Cited by 1 · see citing works
Unveiling the Pride in Social Media: A Review of LGBTQIA+ Use of Online Social Networks
Ebardo, R. A., & Payawal, B. O. (2024) · Asian CHI Symposium · doi:10.1145/3704611.3704653 · Cited by 1 · see citing works
“Health topics include interventions on increasing HIV testing and prevention [7], [8], [9], [10], [11], [12], [13], risk behavior concerning HIV [14], and overall well-being and mental health [3], [15].”
A Scoping Review of Digital Interventions Targeting Anxiety in Young Children
Coverdale, G., Perry, Y., Magiati, I., Badcock, N. A., Bollig, B., & Alvares, G. A. (2025) · Child & Youth Care Forum · doi:10.1007/s10566-025-09899-9 · Cited by 2 · see citing works
“Challenges in methodological quality are consistent with other reviews of digital health interventions, which frequently report low to moderate quality of evidence (Aschentrup et al., 2024 ; Gilbey et al., 2020 ; Pauley et al., 2023 ).”
Self-citationJosifovski, N., Hunnisett, N., Haynes, C. J., South, A. J., & Shand, F. (2026) · Archives of Suicide Research · doi:10.1080/13811118.2026.2666411 · Cited by 1 · see citing works
The role of social media in social development of trans/gender diverse adolescents
Cowart, H. M. (2025) · Sexual & Relationship Therapy · doi:10.1080/14681994.2025.2605454 · Cited by 1 · see citing works
“While digital health interventions have been found to be effective for improving some physical health outcomes (e.g. substance abuse, STIs) (Gilbey et al., 2020), little effort has been put towards understanding how the social environments created in virtual spaces could influence mental health.”
Maguire-Wilkerson, A., Parent, H., Tao, J., & Chan, P. A. (2026) · International Journal of STD & AIDS · doi:10.1177/09564624251411095 · Cited by 1 · see citing works
“These variables were selected due to their theoretical relevance and prior empirical evidence 15 – 19 We utilized linear regression as it modeled the relationship between our dependent and independent variables.”
Jaime, E., Hu, X., Li, C., Wu, S., Cao, B., Hall, B. J., Jones, A., & Pan, S. W. (2026) · International Journal of Sexual Health · doi:10.1080/19317611.2026.2625658 · Cited by 1 · see citing works
“…and awareness, address attitudes, improve uptake of condoms and contraception methods use, and increase STI and HIV testing to varying degrees of success (Berendes et al., 2021; Feroz et al., 2021; Gilbey et al., 2020; Gold et al., 2011; Lim et al., 2008; Rokicki et al., 2017; Widman et al., 2020).”
Meurer-Lynn, M. (2023) · Smith College Studies in Social Work · doi:10.1080/00377317.2023.2214621 · Cited by 1 · see citing works
“Individuals who live in communities without mental health professionals versed in treating their particular issues such as gender and sexuality differences are now able to find competent providers in other cities (Gilbey et al., 2020).”
BackgroundMental health and body image among SGM youth engaged with a digital eating disorder intervention
Kasson, E. M., Szlyk, H. S., Li, X., Sirko, G., Rehg, I., Vázquez, M. M., Wilfley, D. E., Taylor, C. B., & Fitzsimmons‐Craft, E. E. (2024) · International journal of LGBTQ+ youth studies. · doi:10.1080/19361653.2024.2375519 · Cited by 1 · see citing works
“Despite the unique ED, mental health, and weight/shape experiences among SGM teens, few ED treatment options take into account specific considerations for this population (Gilbey et al., 2020; Parmar et al., 2021).”
Acesso à profilaxia pós-exposição ao HIV: barreiras e possibilidades
Queiroz, A. A. F. L. N. (2021) · doi:10.11606/t.22.2021.tde-14122021-172132
Wang, C., Butler, G., Wong, S. L., Steensma, C., Jackson, B. E., Betancourt, M. T., & Roberts, K. C. (2023) · Promotion de la santé et prévention des maladies chroniques au Canada · doi:10.24095/hpcdp.43.6.04f
Affirmative Telemental Healthcare with LGBTQ+ Youth
Cyperski, M. A. (2024) · Springer eBooks · doi:10.1007/978-3-031-69264-2_9
Engaging sexual minority adolescents in nationwide at-home HIV prevention research in the U.S
Talan, A. J., Wolfer, C., Tavella, N. F., Cabral, C., Despradel, R., & Rendina, H. J. (2024) · Preventive Medicine Reports · doi:10.1016/j.pmedr.2024.102907
Gorkin, A., Szkody, E. M., & Schleider, J. L. (2025) · doi:10.31234/osf.io/2ngyk_v2
O'Kane, K. M. K., Gowda, R., Mahar, E. A., Stephenson, K. R., & Brotto, L. A. (2025) · Psychology and Sexuality · doi:10.1080/19419899.2025.2570387
“…individuals of all sexual orientations at the expense of including LBQ +-specific content, despite that LBQ+ individuals do benefit from the receipt of tailored content (Bush et al., 2024; Fowler et al., 2023; Gilbey et al., 2020; Mustanski et al., 2015 Vowels & Sever, 2023; Whitton et al., 2018).”
Martin, P., Alberti, C., Gottot, S., Bourmaud, A., & Rochebrochard, É. D. L. (2024) · Figshare · doi:10.6084/m9.figshare.26605132
Yang, Y., Ye, Z., Li, W., Sun, Y., & Dai, L. (2024) · Figshare · doi:10.6084/m9.figshare.24934225
Martin, P., Alberti, C., Gottot, S., Bourmaud, A., & Rochebrochard, É. D. L. (2024) · Figshare · doi:10.6084/m9.figshare.26605129
Online Transdiagnostic Self-Help Interventions
Klimczak, K. S., Donahue, M. L., & Bowers, E. M. (2026) · Springer eBooks · doi:10.1007/978-3-032-08980-9_12
Disproportionate use of polysubstance combinations varies by sexual identity among US adults
Mestre, L. M., White, M. A., Lee, J., Parker, M. A., & Bold, K. W. (2026) · PLoS ONE · doi:10.1371/journal.pone.0340454
“Digital interventions shown promising results in providing access to substance use treatment to populations who have less access to healthcare settings, or experience stigma due to components of their identities or engaging in substances [46].”
- Authors
- Gilbey, D., Morgan, H., Lin, A., & Perry, Y.
- Affiliations
- The Kids Research Institute Australia (AU)
- Corresponding author
- Gilbey, Dylan
- Venue
- Journal of Medical Internet Research
- Publisher
- JMIR Publications Inc.
- Published
- 2020-12-03
- Volume
- 22
- Issue
- 12
- Pages
- e20158
- ISSN
- 1438-8871 (ISSN-L)
- PMC
- PMC7746499
- OpenAlex
- W3095043366
- Cited by
- 112
- References
- 104
- Citations by year
- 2026: 18 · 2025: 18 · 2024: 27 · 2023: 22 · 2022: 18 · 2021: 9
- FWCI
- 1.98
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by
- Locations
- Journal of Medical Internet Research (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Murdoch University Research Portal (submittedVersion, cc-by)
- UWA Profiles and Research Repository (UWA) (submittedVersion, cc-by)
- Murdoch University Research Portal (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- Australian Government
- Medical Research Council
- National Health and Medical Research Council (1148793)
- Topics
- Social Sciences › Psychology › Social Psychology › LGBTQ Health, Identity, and Policy
- Social Sciences › Psychology › Applied Psychology › Digital Mental Health Interventions
- Health Sciences › Health Professions › General Health Professions › Mobile Health and mHealth Applications
- Keywords
- digital health interventions, sexual and gender minority youth, intervention effectiveness, acceptability, feasibility, mental health, physical health, sexual health, STD prevention, intersex youth, health disparities
- MeSH terms
- Sexual and Gender Minorities, Adolescent, Adult, Child, Delivery of Health Care, Feasibility Studies, Female, Humans, Male, Surveys and Questionnaires, Young Adult
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