References
- Twenge JM, Joiner TE. U.S. Census Bureau-assessed prevalence of anxiety and depressive symptoms in 2019 and during the 2020 COVID-19 pandemic. Depress Anxiety. 2020;37(10):954–956.
- Wang X, Hegde S, Son C, Keller B, Smith A, Sasangohar F. Investigating mental health of US college students during the COVID-19 pandemic: cross-sectional survey study. J Med Internet Res. 2020;22(9):e22817.
- Eisenberg D, Hunt J, Speer N, Zivin K. Mental health service utilization among college students in the United States. J Nerv Ment Dis. 2011;199(5):301–308.
- Hadler NL, Bu P, Winkler A, Alexander AW. College student perspectives of telemental health: a review of the recent literature. Curr Psychiatry Rep. 2021;23(2):6.
- Schleider JL, Dobias ML, Sung JY, Mullarkey MC. Future directions in single-session youth mental health interventions. J Clin Child Adolesc Psychol. 2020;49(2):264–278.
- Bakker D, Kazantzis N, Rickwood D, Rickard N. Mental health smartphone apps: review and evidence-based recommendations for future developments. JMIR Ment Health. 2016;3(1):e7.
- Czyz EK, Horwitz AG, Eisenberg D, Kramer A, King CA. Self-reported barriers to professional help seeking among college students at elevated risk for suicide. J Am Coll Health. 2013;61(7):398–406.
- Mohr DC, Riper H, Schueller SM. A solution-focused research approach to achieve an implementable revolution in digital mental health. JAMA Psychiatry. 2018;75(2):113–114.
- Gruber J, Prinstein MJ, Clark LA, et al. Mental health and clinical psychological science in the time of COVID-19: challenges, opportunities, and a call to action. Am Psychol. 2021;76(3):409–426. doi:10.1037/amp0000707.
- Wind TR, Rijkeboer M, Andersson G, Riper H. The COVID-19 pandemic: the “black swan” for mental health care and a turning point for e-health. Internet Interv. 2020;20:100317. doi:10.1016/j.invent.2020.100317.
- Radovic A, Vona PL, Santostefano AM, Ciaravino S, Miller E, Stein BD. Smartphone applications for mental health. Cyberpsychol Behav Soc Netw. 2016;19(7):465–470. doi:10.1089/cyber.2015.0619.
- Telehealth guidance by state during COVID-19. (2020, April 24). Available at: https://www.apaservices.org/practice/clinic/covid-19-telehealth-state-summary. Accessed January 2021.
- Ennis E, McLafferty M, Murray E, et al. Readiness to change and barriers to treatment seeking in college students with a mental disorder. J Affect Disord. 2019;252:428–434.
- Lattie EG, Adkins EC, Winquist N, Stiles-Shields C, Wafford QE, Graham AK. Digital mental health interventions for depression, anxiety, and enhancement of psychological well-being among college students: systematic review. J Med Internet Res. 2019;21(7):e12869.
- Yeager CM, Benight CC. If we build it, will they come? Issues of engagement with digital health interventions for trauma recovery. Mhealth. 2018;4:37.
- Baumel A, Muench F, Edan S, Kane JM. Objective user engagement with mental health apps: systematic search and panel-based usage analysis. J Med Internet Res. 2019;21(9):e14567. doi:10.2196/14567.
- Jones B, Stallard R, Agha P, et al. Practitioner review: co-design of digital mental health technologies with children and young people. J Child Psychol Psychiatr. 2020;61(8):928–940. doi:10.1111/jcpp.13258.
- Bucci S, Schwannauer M, Berry N. The digital revolution and its impact on mental health care. Psychol Psychother. 2019;92(2):277–297.
- Patel S, Akhtar A, Malins S, et al. The acceptability and usability of digital health interventions for adults with depression, anxiety, and somatoform disorders: qualitative systematic review and meta-synthesis. J Med Internet Res. 2020;22(7):e16228.
- O’Connor S, Hanlon P, O’Donnell CA, Garcia S, Glanville J, Mair FS. Understanding factors affecting patient and public engagement and recruitment to digital health interventions: a systematic review of qualitative studies. BMC Med Inform Decis Mak. 2016;16(1):120.
- Schueller SM, Neary M, O’Loughlin K, Adkins EC. Discovery of and interest in health apps among those with mental health needs: survey and focus group study. J Med Internet Res. 2018;20(6):e10141.
- Dunbar MS, Sontag-Padilla L, Kase CA, Seelam R, Stein BD. Unmet mental health treatment need and attitudes toward online mental health services among community college students. Psychiatr Serv. 2018;69(5):597–600.
- Travers MF, Benton SA. The acceptability of therapist-assisted, internet-delivered treatment for college students. J Coll Student Psychother. 2014;28(1):35–46. doi:10.1080/87568225.2014.854676.
- Kern A, Hong V, Song J, Lipson SK, Eisenberg D. Mental health apps in a college setting: openness, usage, and attitudes. Mhealth. 2018;4:20. doi:10.21037/mhealth.2018.06.01.
- DeFreitas SC, Crone T, DeLeon M, Ajayi A. Perceived and personal mental health stigma in Latino and African American college students. Front Public Health. 2018;6:49.
- Miranda R, Soffer A, Polanco-Roman L, Wheeler A, Moore A. Mental health treatment barriers among racial/ethnic minority versus white young adults 6 months after intake at a college counseling center. J Am Coll Health. 2015;63(5):291–298. doi:10.1080/07448481.2015.1015024.
- Schleider JL, Mullarkey MC, Fox K, et al. A randomized trial of online single-session interventions for adolescent depression in the context of COVID-19. Nature Human Behaviour 2022;6;258–268. 2021. doi:10.1038/s41562-021-01235-0.
- Ryan ML, Shochet IM, Stallman HM. Universal online interventions might engage psychologically distressed university students who are unlikely to seek formal help. Adv Mental Health. 2010;9(1):73–83. doi:10.5172/jamh.9.1.73.
- Melcher J, Camacho E, Lagan S, Torous J. College student engagement with mental health apps: analysis of barriers to sustained use. J Am Coll Health. 2020;:1–7. doi:10.1080/07448481.2020.1825225.
- Hollis C, Falconer CJ, Martin JL, et al. Annual research review: digital health interventions for children and young people with mental health problems - a systematic and meta-review. J Child Psychol Psychiatr. 2017;58(4):474–503. doi:10.1111/jcpp.12663.
- Araújo FJ, de O, de Lima LSA, Cidade PIM, Nobre CB, Neto MLR. Impact of Sars-Cov-2 and its reverberation in global higher education and mental health. Psychiatry Res. 2020;288:112977.
- Zhai Y, Du X. Addressing collegiate mental health amid COVID-19 pandemic. Psychiatry Res. 2020;288:113003.
- Son C, Hegde S, Smith A, Wang X, Sasangohar F. Effects of COVID-19 on college students’ mental health in the United States: interview survey study. J Med Internet Res. 2020;22(9):e21279.
- NIH. (2020, January 24). NIH inclusion outreach toolkit: how to engage, recruit, and retain women in clinical research. Available at: https://orwh.od.nih.gov/toolkit. Accessed January 2021.
- Spitzer RL, Kroenke K, Williams JBW, Löwe B. A brief measure for assessing generalized anxiety disorder: the GAD-7. Arch Intern Med. 2006;166(10):1092–1097.
- Byrd-Bredbenner C, Eck K, Quick V. Psychometric properties of the Generalized Anxiety Disorder-7 and Generalized Anxiety Disorder-Mini in United States University Students. Front Psychol. 2020;11:550533.
- Kroenke K, Spitzer RL, Williams JB. The PHQ-9: validity of a brief depression severity measure. J Gen Intern Med. 2001;16(9):606–613.
- Keum BT, Miller MJ, Inkelas KK. Testing the factor structure and measurement invariance of the PHQ-9 across racially diverse U.S. college students. Psychol Assess. 2018;30(8):1096–1106.
- Horgan CM, Hodgkin D, Stewart MT, et al. Health plans’ early response to federal parity legislation for mental health and addiction services. PS. 2016;67(2):162–168. doi:10.1176/appi.ps.201400575.
- R Core Team. (2019). R: A Language and Environment for Statistical Computing. Vienna, Austria. https://www.R-project.org/
- Holm S. A simple sequentially rejective multiple test procedure. Scand J Stat Theory Appl. 1979;6(2):65–70.
- Stony Brook University. (2021). Headcount enrollment. Available at: https://www.stonybrook.edu/commcms/irpe/fact_book/data_and_reports/enrollment.php. Accessed January 1, 2021.
- Agresti A. (1990). Categorical Data Analysis. New York: Wiley.
- SAMHSA. (2017). Key substance use and mental health indicators in the United States: Results from the 2017 National Survey on Drug Use and Health. Available at: https://www.samhsa.gov/data/sites/default/files/cbhsq-reports/NSDUHFFR2017/NSDUHFFR2017.pdf. Accessed January 1, 2021.