Social Media Psychology References

Aalbers, G., McNally, R. J., Heeren, A., de Wit, S., & Fried, E. I. (2019). Social media and depression symptoms: A network perspective. Journal of Experimental Psychology: General, 148(8), 1454–1462. https://doi.org/10.1037/xge0000528

 

Abbasi, I., & Drouin, M. (2019a). Neuroticism and Facebook Addiction: How Social Media can Affect Mood? American Journal of Family Therapy, 47(4), 199–215. https://doi.org/10.1080/01926187.2019.1624223

 

Abbasi, I., & Drouin, M. (2019b). Neuroticism and Facebook Addiction: How Social Media can Affect Mood? American Journal of Family Therapy, 47(4), 199–215. https://doi.org/10.1080/01926187.2019.1624223

 

Ahmed, S., Rajput, A. E., Sarirete, A., Aljaberi, A., Alghanem, O., & Alsheraigi, A. (2020). Studying unemployment effects on mental health: Social media versus the traditional approach. Sustainability (Switzerland), 12(19), 8130. https://doi.org/10.3390/su12198130

 

Ahuja, A. K., Biesaga, K., Sudak, D. M., Draper, J., & Womble, A. (2014). Suicide on facebook. Journal of Psychiatric Practice, 20(2), 141–146. https://doi.org/10.1097/01.pra.0000445249.38801.d1

 

Akter, T. (2014). Social media addiction, resistance, and influence of awareness: Measurement of psychology students’ resistance to Facebook addiction. Mediterranean Journal of Social Sciences, 5(8), 456–464. https://doi.org/10.5901/mjss.2014.v5n8p456

 

Aladag, A. E., Muderrisoglu, S., Akbas, N. B., Zahmacioglu, O., & Bingol, H. O. (2018). Detecting suicidal ideation on forums: Proof-of-concept study. Journal of Medical Internet Research, 20(6), e9840. https://doi.org/10.2196/jmir.9840

 

Alashoor, T., & Al-Jabri, I. M. (2018). The Privacy Calculus under Positive and Negative Mood States Cloud computing: a review of security issues and solutions View project COVID-19, Populism, and Trump Voters View project. https://www.researchgate.net/publication/328041814

 

Alfasi, Y. (2019). The grass is always greener on my Friends’ profiles: The effect of Facebook social comparison on state self-esteem and depression. Personality and Individual Differences, 147, 111–117. https://doi.org/10.1016/j.paid.2019.04.032

 

Alsunni, A. A., & Latif, R. (2021). Higher emotional investment in social media is related to anxiety and depression in university students. Journal of Taibah University Medical Sciences, 16(2), 247–252. https://doi.org/10.1016/j.jtumed.2020.11.004

 

Alvarez-Jimenez, M., Alcazar-Corcoles, M. A., González-Blanch, C., Bendall, S., McGorry, P. D., & Gleeson, J. F. (2014). Online, social media and mobile technologies for psychosis treatment: A systematic review on novel user-led interventions. In Schizophrenia Research (Vol. 156, Issue 1, pp. 96–106). Elsevier. https://doi.org/10.1016/j.schres.2014.03.021

 

Andalibi, N., Haimson, O. L., de Choudhury, M., & Forte, A. (2016). Understanding social media disclosures of sexual abuse through the lenses of support seeking and anonymity. Conference on Human Factors in Computing Systems - Proceedings, 3906–3918. https://doi.org/10.1145/2858036.2858096

 

Andalibi, N., Ozturk, P., & Forte, A. (2017). Sensitive self-disclosures, responses, and social support on instagram: The case of #depression. Proceedings of the ACM Conference on Computer Supported Cooperative Work, CSCW, 1485–1500. https://doi.org/10.1145/2998181.2998243

 

Andreassen, C., & Pallesen, S. (2014). Social Network Site Addiction - An Overview. Current Pharmaceutical Design, 20(25), 4053–4061. https://doi.org/10.2174/13816128113199990616

 

Andreassen, C. S., Billieux, J., Griffiths, M. D., Kuss, D. J., Demetrovics, Z., Mazzoni, E., & Pallesen, S. (2016). The relationship between addictive use of social media and video games and symptoms of psychiatric disorders: A large-scale cross-sectional study. Psychology of Addictive Behaviors, 30(2), 252–262. https://doi.org/10.1037/adb0000160

 

Asibong, U., Okafor, C. J., Asibong, I., Ayi, E., Omoronyia, O., & Owoidoho, U. (2020). Psychological distress and social media usage: A survey among undergraduates of a university in Calabar, Nigeria. The Nigerian Postgraduate Medical Journal, 27(2), 115–121. https://doi.org/10.4103/npmj.npmj_169_19

 

Asiri, E., Khalifa, M., Shabir, S. A., Hossain, M. N., Iqbal, U., & Househ, M. (2017). Sharing sensitive health information through social media in the Arab world. International Journal for Quality in Health Care, 29(1), 68–74. https://doi.org/10.1093/intqhc/mzw137

 

Aydin, O., Çökmüş, F. P., Balikçi, K., Sücüllüoğlu-Dikici, D., & Ünal-Aydin, P. (2020). The problematic use of social networking sites associates with elevated symptoms in patients with major depressive disorder. International Journal of Social Psychiatry, 66(5), 496–503. https://doi.org/10.1177/0020764020919791

 

Bachner-Melman, R., Zontag-Oren, E., Zohar, A. H., & Sher, H. (2018). Lives on the line: The online lives of girls and women with and without a lifetime eating disorder diagnosis. Frontiers in Psychology, 9(OCT), 2128. https://doi.org/10.3389/fpsyg.2018.02128

 

Bailey, E., Alvarez-Jimenez, M., Robinson, J., D’alfonso, S., Nedeljkovic, M., Davey, C. G., Bendall, S., Gilbertson, T., Phillips, J., Bloom, L., Nicholls, L., Garland, N.,

Cagliarini, D., Phelan, M., McKechnie, B., Mitchell, J., Cooke, M., & Rice, S. M. (2020). An enhanced social networking intervention for young people with active suicidal ideation: Safety, feasibility and acceptability outcomes. International Journal of Environmental Research and Public Health, 17(7), 2435. https://doi.org/10.3390/ijerph17072435

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Bailey, E. R., Matz, S. C., Youyou, W., & Iyengar, S. S. (2020). Authentic self-expression on social media is associated with greater subjective well-being. Nature Communications, 11(1), 1–9. https://doi.org/10.1038/s41467-020-18539-w

 

Baker, D. A., & Algorta, G. P. (2016). The Relationship between Online Social Networking and Depression: A Systematic Review of Quantitative Studies. Cyberpsychology, Behavior, and Social Networking, 19(11), 638–648. https://doi.org/10.1089/cyber.2016.0206

 

Barthorpe, A., Winstone, L., Mars, B., & Moran, P. (2020). Is social media screen time really associated with poor adolescent mental health? A time use diary study. Journal of Affective Disorders, 274, 864–870. https://doi.org/10.1016/j.jad.2020.05.106

 

Bathina, K. C., ten Thij, M., Lorenzo-Luaces, L., Rutter, L. A., & Bollen, J. (2021). Individuals with depression express more distorted thinking on social media. Nature Human Behaviour, 5(4), 458–466. https://doi.org/10.1038/s41562-021-01050-7

 

Beard, C., Silverman, A. L., Forgeard, M., Wilmer, M. T., Torous, J., & Björgvinsson, T. (2019). Smartphone, social media, and mental health app use in an acute transdiagnostic psychiatric sample. JMIR MHealth and UHealth, 7(6), e13364. https://doi.org/10.2196/13364

 

Belfort, E. L., & Miller, L. (2018). Relationship Between Adolescent Suicidality, Self-Injury, and Media Habits. In Child and Adolescent Psychiatric Clinics of North America (Vol. 27, Issue 2, pp. 159–169). W.B. Saunders. https://doi.org/10.1016/j.chc.2017.11.004

 

Berman, H. (2018). An overview of adolescent mental health. In Technology and Adolescent Mental Health (pp. 3–20). Springer International Publishing. https://doi.org/10.1007/978-3-319-69638-6_1

 

Bessiere, K., Pressman, S., Kiesler, S., & Kraut, R. (2010). Effects of Internet use on health and depression: A longitudinal study. Journal of Medical Internet Research, 12(1), e1149. https://doi.org/10.2196/jmir.1149

 

Best, P., Manktelow, R., & Taylor, B. (2014). Online communication, social media and adolescent wellbeing: A systematic narrative review. Children and Youth Services Review, 41, 27–36. https://doi.org/10.1016/j.childyouth.2014.03.001

 

Betton, V., Borschmann, R., Docherty, M., Coleman, S., Brown, M., & Henderson, C. (2015). The role of social media in reducing stigma and discrimination. In British Journal of Psychiatry (Vol. 206, Issue 6, pp. 443–444). Royal College of Psychiatrists. https://doi.org/10.1192/bjp.bp.114.152835

 

Birnbaum, M. L., Rizvi, A. F., Correll, C. U., Kane, J. M., & Confino, J. (2017). Role of social media and the Internet in pathways to care for adolescents and young adults with psychotic disorders and non-psychotic mood disorders. Early Intervention in Psychiatry, 11(4), 290–295. https://doi.org/10.1111/eip.12237

 

Bliss, C. A., Kloumann, I. M., Harris, K. D., Danforth, C. M., & Dodds, P. S. (2012). Twitter reciprocal reply networks exhibit assortativity with respect to happiness. Journal of Computational Science, 3(5), 388–397. https://doi.org/10.1016/j.jocs.2012.05.001

 

Blons, E., Arsac, L. M., Grivel, E., Lespinet-Najib, V., & Deschodt-Arsac, V. (2021). Physiological resonance in empathic stress: Insights from nonlinear dynamics of heart rate variability. International Journal of Environmental Research and Public Health, 18(4), 1–14. https://doi.org/10.3390/ijerph18042081

 

Boers, E., Afzali, M. H., Newton, N., & Conrod, P. (2019). Association of Screen Time and Depression in Adolescence. In JAMA Pediatrics (Vol. 173, Issue 9, pp. 853–859). American Medical Association. https://doi.org/10.1001/jamapediatrics.2019.1759

 

Boursier, V., Gioia, F., Musetti, A., & Schimmenti, A. (2020). Facing Loneliness and Anxiety During the COVID-19 Isolation: The Role of Excessive Social Media Use in a Sample of Italian Adults. Frontiers in Psychiatry, 11, 586222. https://doi.org/10.3389/fpsyt.2020.586222

 

Brailovskaia, J., & Margraf, J. (2018). What does media use reveal about personality and mental health? An exploratory investigation among German students. PLoS ONE, 13(1), e0191810. https://doi.org/10.1371/journal.pone.0191810

 

Brailovskaia, J., Schillack, H., & Margraf, J. (2020). Tell me why are you using social media (SM)! Relationship between reasons for use of SM, SM flow, daily stress, depression, anxiety, and addictive SM use – An exploratory investigation of young adults in Germany. Computers in Human Behavior, 113, 106511.

https://doi.org/10.1016/j.chb.2020.106511

 

Brailovskaia, J., Velten, J., & Margaf, J. (2019). Relationship between daily stress, depression symptoms, and facebook addiction disorder in Germany and in the United States. Cyberpsychology, Behavior, and Social Networking, 22(9), 610–614. https://doi.org/10.1089/cyber.2019.0165

 

Bryan, C. J., Butner, J. E., Sinclair, S., Bryan, A. B. O., Hesse, C. M., & Rose, A. E. (2018). Predictors of Emerging Suicide Death Among Military Personnel on Social Media Networks. Suicide and Life-Threatening Behavior, 48(4), 413–430. https://doi.org/10.1111/sltb.12370

 

Cano, M. Á., Schwartz, S. J., MacKinnon, D. P., Keum, B. T. H., Prado, G., Marsiglia, F. F., Salas-Wright, C. P., Cobb, C. L., Garcini, L. M., de La Rosa, M., Sánchez, M.,

Rahman, A., Acosta, L. M., Roncancio, A. M., & de Dios, M. A. (2021). Exposure to ethnic discrimination in social media and symptoms of anxiety and depression among Hispanic emerging adults: Examining the moderating role of gender. Journal of Clinical Psychology, 77(3), 571–586. https://doi.org/10.1002/jclp.23050

 

Carmichael, H., Peko, G., Tilvawala, K., Chan, J., & Sundaram, D. (2019). Ameliorating depression anxiety and stress caused by social media among young women: Procedural and technological responses. Communications in Computer and Information Science, 1113 CCIS, 81–96. https://doi.org/10.1007/978-3-030-34353-8_6

 

Casale, S., & Fioravanti, G. (2011). Psychosocial correlates of internet use among Italian students. International Journal of Psychology, 46(4), 288–298. https://doi.org/10.1080/00207594.2010.541256

 

Cash, S., Schwab-Reese, L. M., Zipfel, E., Wilt, M., & Moreno, M. (2020). What college students post about depression on facebook and the support they perceive: content analysis. JMIR Formative Research, 4(7). https://doi.org/10.2196/13650

 

Castillo, M. (2014). The social network of loneliness. In American Journal of Neuroradiology (Vol. 35, Issue 12, pp. 2207–2208). https://doi.org/10.3174/ajnr.A3964

 

Cavazos-Rehg, P. A., Krauss, M. J., Sowles, S., Connolly, S., Rosas, C., Bharadwaj, M., & Bierut, L. J. (2016). A content analysis of depression-related tweets. Computers in Human Behavior, 54, 351–357. https://doi.org/10.1016/j.chb.2015.08.023

 

Celli, F., Ghosh, A., Alam, F., & Riccardi, G. (2016). In the mood for sharing contents: Emotions, personality and interaction styles in the diffusion of news. Information Processing and Management, 52(1), 93–98. https://doi.org/10.1016/j.ipm.2015.08.002

 

Cero, I., & Witte, Tracy. K. (2020). Assortativity of suicide-related posting on social media. American Psychologist, 75(3), 365–379.

 

Chen, A. T., Slattery, K., Tomasino, K. N., Rubanovich, C. K., Bardsley, L. R., & Mohr, D. C. (2020). Challenges and benefits of an internet-based intervention with a peer support component for older adults with depression: Qualitative analysis of textual data. Journal of Medical Internet Research, 22(6), e17586. https://doi.org/10.2196/17586

 

Chen, I. H., Pakpour, A. H., Leung, H., Potenza, M. N., Su, J. A., Lin, C. Y., & Griffiths, M. D. (2020). Comparing generalized and specific problematic smartphone/internet use: Longitudinal relationships between smartphone applicationbased addiction and social media addiction and psychological distress. Journal of Behavioral Addictions, 9(2), 410–419. https://doi.org/10.1556/2006.2020.00023

 

Chen, L. L., Cheng, C. H. K., & Gong, T. (2020). Inspecting Vulnerability to Depression From Social Media Affect. Frontiers in Psychiatry, 11, 54. https://doi.org/10.3389/fpsyt.2020.00054

 

Chen, L. L., Magdy, W., Whalley, H., & Wolters, M. (2020). It’s Not Just About Sad Songs: The Effect of Depression on Posting Lyrics and Quotes. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12467 LNCS, 58–66. https://doi.org/10.1007/978-3-030-60975-7_5

 

Cheng, Q., Kwok, C. L., Zhu, T., Guan, L., & Yip, P. S. F. (2015a). Suicide communication on social media and its psychological mechanisms: An examination of chinese microblog users. International Journal of Environmental Research and Public Health, 12(9), 11506–11527. https://doi.org/10.3390/ijerph120911506

 

Cheng, Q., Kwok, C. L., Zhu, T., Guan, L., & Yip, P. S. F. (2015b). Suicide communication on social media and its psychological mechanisms: An examination of chinese microblog users. International Journal of Environmental Research and Public Health, 12(9), 11506–11527. https://doi.org/10.3390/ijerph120911506

 

Chomutare, T., Arsand, E., & Hartvigsen, G. (2015). Mining symptoms of severe mood disorders in large internet communities. Proceedings - IEEE Symposium on Computer-Based Medical Systems, 2015-July, 214–219. https://doi.org/10.1109/CBMS.2015.36

 

Chou, H. T. G., & Edge, N. (2012). “They are happier and having better lives than I am”: The impact of using facebook on perceptions of others’ lives.

Cyberpsychology, Behavior, and Social Networking, 15(2), 117–121. https://doi.org/10.1089/cyber.2011.0324

 

Christensen, H., Batterham, P. J., & O’Dea, B. (2014). E-health interventions for suicide prevention. In International Journal of Environmental Research and Public Health (Vol. 11, Issue 8, pp. 8193–8212). Multidisciplinary Digital Publishing Institute. https://doi.org/10.3390/ijerph110808193

 

Clement, J. (2020). Number of social media users worldwide | Statista. In Statista (p. 1). https://www.statista.com/statistics/278414/number-of-worldwide-social-network-users/

 

Cole, D. A., Nick, E. A., Varga, G., Smith, D., Zelkowitz, R. L., Ford, M. A., & Lédeczi, Á. (2019). Are Aspects of Twitter Use Associated with Reduced Depressive Symptoms? The Moderating Role of In-Person Social Support. Cyberpsychology, Behavior, and Social Networking, 22(11), 692–699. https://doi.org/10.1089/cyber.2019.0035

 

Cole, D. A., Nick, E. A., Zelkowitz, R. L., Roeder, K. M., & Spinelli, T. (2017). Online social support for young people: Does it recapitulate in-person social support; can it help? Computers in Human Behavior, 68, 456–464. https://doi.org/10.1016/j.chb.2016.11.058

 

Corbitt-Hall, D. J., Gauthier, J. M., & Troop-Gordon, W. (2019). Suicidality Disclosed Online: Using a Simulated Facebook Task to Identify Predictors of Support Giving to Friends at Risk of Self-harm. Suicide and Life-Threatening Behavior, 49(2), 598–613. https://doi.org/10.1111/sltb.12461

 

Courtney, K. L. (2013). Enabling Health and Healthcare Through ICT: Available, Tailored, and Closer (p. 399). https://books.google.co.uk/books?hl=en&lr=&id=uuZNnyYWK2EC&oi=fnd&pg=PA271&dq=Forumclínic:+The+shaping+of+virtual+communities+to+assist+patients+with+chronic+diseases&ots=56DCsIXQaH&sig=UICqZf2bQQnKnOj26gsLVoeCIoU&redir_esc=y#v=onepage&q&f=false

 

Coyne, S. M., Rogers, A. A., Zurcher, J. D., Stockdale, L., & Booth, M. (2020). Does time spent using social media impact mental health?: An eight year longitudinal study. Computers in Human Behavior, 104, 106160. https://doi.org/10.1016/j.chb.2019.106160

 

Csepeli, G., & Nagyfi, R. (2014). Facebook diagnostics: Detection of mental health problems based on online traces. European Journal of Mental Health, 9(2), 220–230. https://doi.org/10.5708/EJMH.9.2014.2.5

 

Cunningham, S., Hudson, C. C., & Harkness, K. (2021). Social Media and Depression Symptoms: a Meta-Analysis. In Research on Child and Adolescent Psychopathology (Vol. 49, Issue 2, pp. 241–253). Springer. https://doi.org/10.1007/s10802-020-00715-7

 

Dalvi-Esfahani, M., Niknafs, A., Kuss, D. J., Nilashi, M., & Afrough, S. (2019). Social media addiction: Applying the DEMATEL approach. Telematics and Informatics, 43, 101250. https://doi.org/10.1016/j.tele.2019.101250

 

Dao, B., Nguyen, T., Venkatesh, S., & Phung, D. (2015, December 2). Nonparametric discovery of online mental health-related communities. Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, DSAA 2015. https://doi.org/10.1109/DSAA.2015.7344841

 

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de Choudhury, M. (2014). Can social media help us reason about mental health? WWW 2014 Companion - Proceedings of the 23rd International Conference on World Wide Web, 1243–1244. https://doi.org/10.1145/2567948.2580064

 

de Choudhury, M. (2013). Role of social media in tackling challenges in mental health. SAM 2013 - Proceedings of the 2nd International Workshop on Socially-Aware Multimedia, Co-Located with ACM Multimedia 2013, 49–52. https://doi.org/10.1145/2509916.2509921

 

de Choudhury, M., Counts, S., & Gamon, M. (2012). Not all moods are created equal! Exploring human emotional states in social media. ICWSM 2012 - Proceedings of the 6th International AAAI Conference on Weblogs and Social Media, 6(1), 66–73. http://www.liwc

 

de Choudhury, M., Counts, S., & Horvitz, E. (2013). Social media as a measurement tool of depression in populations. Proceedings of the 5th Annual ACM Web Science Conference, WebSci’13, volume, 47–56. https://doi.org/10.1145/2464464.2464480

 

de Choudhury, M., Gamon, M., & Counts, S. (2012). Happy, nervous or surprised? Classification of human affective states in social media. ICWSM 2012 - Proceedings of the 6th International AAAI Conference on Weblogs and Social Media, 6(1), 435–438. http://aws.amazon.com/mturk/

 

de Choudhury, M., Gamon, M., Counts, S., & Horvitz, E. (2013). Predicting depression via social media. Proceedings of the 7th International Conference on Weblogs and Social Media, ICWSM 2013, 7(1), 128–137. www.aaai.org

 

Decker, V., Valenti, M., Montoya, V., Sikorskii, A., Given, C. W., & Given, B. A. (2019). Maximizing New Technologies to Treat Depression. In Issues in Mental Health Nursing (Vol. 40, Issue 3, pp. 200–207). Taylor and Francis Ltd. https://doi.org/10.1080/01612840.2018.1527422

 

DeJohn, A. D., Schulz, E. E., Pearson, A. L., Lachmar, E. M., & Wittenborn, A. K. (2018). Identifying and understanding communities using twitter to connect about depression: Cross-sectional study. Journal of Medical Internet Research, 20(11), e9533. https://doi.org/10.2196/mental.9533

 

Dhir, A., Yossatorn, Y., Kaur, P., & Chen, S. (2018). Online social media fatigue and psychological wellbeing—A study of compulsive use, fear of missing out, fatigue, anxiety and depression. International Journal of Information Management, 40, 141–152. https://doi.org/10.1016/j.ijinfomgt.2018.01.012

 

Dodson, J., Preux, N. saint, Thang, J., & Eikey, E. v. (2020). Depression management as lifestyle management: Exploring existing practices and perceptions among college students. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12051 LNCS, 237–255. https://doi.org/10.1007/978-3-030-43687-2_19

 

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Dulli, L., Ridgeway, K., Packer, C., Murray, K. R., Mumuni, T., Plourde, K. F., Chen, M., Olumide, A., Ojengbede, O., & McCarraher, D. R. (2020). A Social Media–Based Support Group for Youth Living with HIV in Nigeria (SMART Connections): Randomized Controlled Trial. Journal of Medical Internet Research, 22(6), e18343. https://doi.org/10.2196/18343

 

Dunlop, S. M., More, E., & Romer, D. (2011). Where do youth learn about suicides on the Internet, and what influence does this have on suicidal ideation? Journal of Child Psychology and Psychiatry, 52(10), 1073–1080. https://doi.org/10.1111/j.1469-7610.2011.02416.x

 

Dyson, M. P., Hartling, L., Shulhan, J., Chisholm, A., Milne, A., Sundar, P., Scott, S. D., & Newton, A. S. (2016). A systematic review of social media use to discuss and view deliberate self-harm acts. PLoS ONE, 11(5), e0155813. https://doi.org/10.1371/journal.pone.0155813

 

Escobar-Viera, C. G., Shensa, A., Bowman, N. D., Sidani, J. E., Knight, J., James, A. E., & Primack, B. A. (2018). Passive and Active Social Media Use and Depressive Symptoms among United States Adults. Cyberpsychology, Behavior, and Social Networking, 21(7), 437–443. https://doi.org/10.1089/cyber.2017.0668

 

Escobar-Viera, C. G., Whitfield, D. L., Wessel, C. B., Shensa, A., Sidani, J. E., Brown, A. L., Chandler, C. J., Hoffman, B. L., Marshal, M. P., & Primack, B. A. (2018). For better or for worse? A systematic review of the evidence on social media use and depression among lesbian, gay, and bisexual minorities. In Journal of Medical Internet Research (Vol. 20, Issue 7, p. e10496). JMIR Publications Inc. https://doi.org/10.2196/10496

 

Evans, Y. N. (2018). How mental health conditions affect online use and access. In Technology and Adolescent Mental Health (pp. 37–42). Springer International Publishing. https://doi.org/10.1007/978-3-319-69638-6_3

 

Faelens, L., Hoorelbeke, K., Fried, E., de Raedt, R., & Koster, E. H. W. (2019). Negative influences of Facebook use through the lens of network analysis. Computers in Human Behavior, 96, 13–22. https://doi.org/10.1016/j.chb.2019.02.002

 

Fatima, I., Mukhtar, H., Ahmad, H. F., & Rajpoot, K. (2018). Analysis of user-generated content from online social communities to characterise and predict depression degree. Journal of Information Science, 44(5), 683–695. https://doi.org/10.1177/0165551517740835

 

Flynn, S., Noone, C., & Sarma, K. M. (2018). An exploration of the link between adult attachment and problematic Facebook use. BMC Psychology, 6(1), 1–16. https://doi.org/10.1186/s40359-018-0245-0

 

Frye, C. C., Ly, L. G., Murrieta, J., Sun, L., Cochancela, C. S., & Eikey, E. v. (2020). Perceived use and effects of social media for 1 to 2.5 generation immigrant college students with depression: Results from a mixed methods survey. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12051 LNCS, 130–150. https://doi.org/10.1007/978-3-030-43687-2_11

 

Galbava, S., Machackova, H., & Dedkova, L. (2021). Cyberostracism: Emotional and behavioral consequences in social media interactions. Comunicar, 29(67). https://doi.org/10.3916/C67-2021-01

 

Gao, Q., & Lee, H. E. (2021). How framed messages influence depression assessment intentions: Interactivity of social media as a moderator. International Journal of Environmental Research and Public Health, 18(4), 1–15. https://doi.org/10.3390/ijerph18041787

 

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