Passive Social Media Use, Depressive Symptoms, and Mindfulness Among College Students
Mariane Delo
Discipline: others in psychology
Abstract:
Emerging evidence indicates that passive social media use is linked to adverse mental health outcomes, particularly
elevated depressive symptoms. This study examined the relationship between passive social media use and depressive
symptoms and explored whether mindfulness, often linked to improved psychological well-being, could buffer this
effect. A total of 325 college students (ages 18–28) from local colleges in the Negros Island Region completed
standardized measures of passive social media use (SMAQ), depressive symptoms (PHQ-8), and mindfulness
(MAAS). Descriptive results indicated that most respondents reported moderate passive social media use (78%; M =
3.01, SD = 0.54), moderate mindfulness (68%; M = 3.64, SD = 0.81), and none to minimal depressive symptoms (M
= 1.36, SD = 0.55). Inferential analysis showed that passive social media use was positively associated with depressive
symptoms (β = 0.12, p = 0.038), while mindfulness was negatively related to depressive symptoms (β = –0.37, p <
.001). However, mindfulness did not mediate the relationship between passive social media use and depressive
symptoms (β = 1.96e-5, p = 0.999), as there was no statistically significant relationship observed between passive
social media use and mindfulness (β = –5.34e-5, p = 0.999). The absence of a mediating effect reflects the need for
further investigation. This discrepancy may be due to limitations in the study design, such as its cross-sectional nature,
or other unmeasured confounding variables. Nonetheless, the findings highlight two key implications: (1) passive
social media use independently predicts depressive symptoms, even when symptom levels are minimal, and (2)
mindfulness independently supports well-being, although it does not mitigate the effects of passive social media use.
These results underscore the importance of interventions in higher education that support student mental health by
addressing excessive passive social media use and promoting mindfulness practices as separate but complementary
strategies.
References:
- Adler, N. E., Epel, E. S., Castellazzo, G., & Ickovics, J. R. (2000). Relationship of subjective and objective social status with psychological and physiological functioning: Preliminary data in healthy, White women. Health Psychology, 19(6), 586–592. https://doi.org/10.1037/0278-6133.19.6.586
- Allen, J. G., Romate, J., & Rajkumar, E. (2021). Mindfulness-based positive psychology interventions: A systematic review. BMC Psychology, 9(1). https://doi.org/10.1186/s40359-021-00618-2
- Alomari, H. (2023). Mindfulness and its relationship to academic achievement among university students. Frontiers in Education, 8. https://doi.org/10.3389/feduc.2023.1179584
- Azem, L., Al Alwani, R., Lucas, A., Alsaadi, B., Njihia, G., Bibi, B., Alzubaidi, M., & Househ, M. (2023). Social media use and depression in adolescents: A scoping review. Behavioral Sciences, 13(6), 475. https://doi.org/10.3390/bs13060475
- Ballara, N. B. (2023). The power of social validation: A literature review on how likes, comments, and shares shape user behavior on social media. International Journal of Research Publication and Reviews, 4(7), 3355–3367. https://doi.org/10.55248/gengpi.4.723.51227
- Bengtsson, S., & Johansson, S. (2022). The meanings of social media use in everyday life: Filling empty slots, everyday transformations, and mood management. Social Media + Society, 8(4). https://doi.org/10.1177/20563051221130292
- Bhattacharya, S., & Hofmann, S. G. (2023). Mindfulness-based interventions for anxiety and depression. Clinics in Integrated Care, 16, 100138. https://doi.org/10.1016/j.intcar.2023.100138
- Blasche, G., Khanaqa, T. A. K., & Wagner-Menghin, M. (2023). Mentally demanding work and strain: Effects of study duration on fatigue, vigor, and distress in undergraduate medical students. Healthcare, 11(12), 1674. https://doi.org/10.3390/healthcare11121674
- Brailovskaia, J., & Margraf, J. (2024). From fear of missing out (FoMO) to addictive social media use: The role of social media flow and mindfulness. Computers in Human Behavior, 150. https://doi.org/10.1016/j.chb.2023.107984
- Brown, K. W., & Ryan, R. M. (2003). Mindful Attention Awareness Scale (MAAS) [Database record]. APA PsycTests. https://doi.org/10.1037/t04259-000
- Buenaventura, R. D., Isidro-Lapeña, J. S., Lim, J. M., & Brizuela, G. E. (2024). A review on depression care in the Philippines—Gaps and recommendations for better patient outcomes. Acta Medica Philippina, 58(19), 9–17. https://doi.org/10.47895/amp.vi0.6745
- Chan, S., Van Solt, M., Cruz, R. E., Philp, M., Bahl, S., Serin, N., Amaral, N. B., Schindler, R. M., Bartosiak, A., Kumar, S., & Canbulut, M. (2022). Social media and mindfulness: From the fear of missing out (FOMO) to the joy of missing out (JOMO). The Journal of Consumer Affairs, 56(3), 1312– 1331. https://doi.org/10.1111/joca.12476
- Chang, H., Meng, X., Li, Y., Liu, J., Yuan, W., Ni, J., & Li, C. (2023). The effect of mindfulness on social media addiction among Chinese college students: A serial mediation model. Frontiers in Psychiatry, 14(1087909). https://doi.org/10.3389/fpsyt.2023.1087909
- Chen, M., & Xiao, X. (2022). The effect of social media on the development of students’ affective variables. Frontiers in Psychology, 13, 1010766. https://doi.org/10.3389/fpsyg.2022.1010766
- Chen, S., Zhi, K., & Chen, Y. (2022). How active and passive social media use affects impulse buying in Chinese college students: The roles of emotional responses, gender, materialism, and self-control. Frontiers in Psychology, 13, 1011337. https://doi.org/10.3389/fpsyg.2022.1011337
- Cheng, W., Nguyen, D. N., & Nguyen, P. N. T. (2023). The association between passive social network usage and depression/negative emotions, with envy as a mediator. Scientific Reports, 13, 10097. https://doi.org/10.1038/s41598-023-37185-y
- Crego, A., Yela, J. R., Gómez-Martínez, M. Á., Riesco-Matías, P., & Petisco-Rodríguez, C. (2021). Relationships between mindfulness, purpose in life, happiness, anxiety, and depression: Testing a mediation model in a sample of women. International Journal of Environmental Research and Public Health, 18(3), 925. https://doi.org/10.3390/ijerph18030925
- Creswell, J. W., & Creswell, J. D. (2023). Research design: Qualitative, quantitative, and mixed methods approaches (5th ed.). SAGE Publications.
- De La Torre, J. A., Vilagut, G., Ronaldson, A., Valderas, J. M., Bakolis, I., Dregan, A., Molina, A. J., Navarro-Mateu, F., Pérez, K., Bartoll-Roca, X., Elices, M., Pérez-Sola, V., Serrano-Blanco, A., Martín, V., & Alonso, J. (2023). Reliability and cross-country equivalence of the 8-item version of the Patient Health Questionnaire (PHQ-8) for the assessment of depression: results from 27 countries in Europe. The Lancet Regional Health - Europe, 31, 100659. https://doi.org/10.1016/j.lanepe.2023.100659
- Duany, J. M., & Mouloua, M. (2022). The role of trait mindfulness in aggressive driving behavior. Proceedings of the Human Factors and Ergonomics Society Annual Meeting, 66(1), 968–971. https://doi.org/10.1177/1071181322661441
- Eidman, L., Rodríguez de Behrends, M., & Seif, G. (2022). Psychometric properties of the Mindful Attention Awareness Scale (MAAS) in Argentine university students. Ciencias Psicológicas, 16(1), e-2560. https://doi.org/10.22235/cp.v16i1.2560
- Errmann, A., Kishore, S., & Lee, S. J. (2023). Positively original: Effects of mindfulness on social media tweets and sentiment. Australasian Marketing Journal, 31(4), 325–331. https://doi.org/10.1177/14413582231173064
- Fabella, F. E. T., & Lagarde, M. B. (2022). Social media as a danger to mental health: The relationship between social media use and anxiety among selected college students. International Journal of Research and Review, 9(11), 496–501. https://doi.org/10.52403/ijrr.20221165
- Ferguson, C. J. (2021). Links between screen use and depressive symptoms in adolescents over 16 years: Is there evidence for increased harm? Developmental Science, 24(6), e13008. https://doi.org/10.1111/desc.13008
- Godard, R., & Holtzman, S. (2023). Are active and passive social media use related to mental health, well-being, and social support outcomes? A meta-analysis of 141 studies. Journal of Computer-Mediated Communication, 29(1), zmad055. https://doi.org/10.1093/jcmc/zmad055
- Gong, S., Xu, P., & Wang, S. (2021). Social capital and psychological well-being of Chinese immigrants in Japan. International Journal of Environmental Research and Public Health, 18(2), 547. https://doi.org/10.3390/ijerph18020547
- Harms, I. M. (2023). Distracted by familiarity: Implications of ‘autopilot’ as a default cognitive mode. Transportation Research Part F: Traffic Psychology and Behaviour, 99, 274–288. https://doi.org/10.1016/j.trf.2023.10.021
- Hartanto, A., Quek, F. Y. X., Tng, G. Y. Q., & Yong, J. C. (2021). Does Social Media Use Increase Depressive Symptoms? A Reverse Causation Perspective. Frontiers in Psychiatry, 12(641934). https://doi.org/10.3389/fpsyt.2021.641934
- Hunt, M. G., All, K., Burns, B., & Li, K. (2021). Too much of a good thing: Who we follow, what we do, and how much time we spend on social media affects well-being. Journal of Social and Clinical Psychology, 40(1), 46–68.
- Janssen, L. H. C., Valkenburg, P. M., Keijsers, L., & Beyens, I. (2025). A harsher reality for adolescents with depression on social media. Scientific Reports, 15(1). https://doi.org/10.1038/s41598-025-89762-y
- Jones, A., Hook, M., Podduturi, P., McKeen, H., Beitzell, E., & Liss, M. (2022). Mindfulness as a mediator in the relationship between social media engagement and depression in young adults. Personality and Individual Differences, 185, 111284. https://doi.org/10.1016/j.paid.2021.111284
- Kroenke, K., & Spitzer, R. L. Spitzer (2002). Patient Health Questionnaire-8. PsycTESTS Dataset. https://doi.org/10.1037/t64702-000
- Kroenke, K., Strine, T. W., Spitzer, R. L., Williams, J. B. W., Berry, J. T., & Mokdad, A. H. (2009). The PHQ-8 as a measure of current depression in the general population. Journal of Affective Disorders, 114(1-3), 163–173. https://doi.org/10.1016/j.jad.2008.06.026
- MacKinnon, D. P., Fairchild, A. J., & Fritz, M. S. (2006). Mediation analysis. Annual Review of Psychology, 58(1), 593–614. https://doi.org/10.1146/annurev.psych.58.110405.085542
- Maddock, A., & Blair, C. (2021). How do mindfulness-based programmes improve anxiety, depression and psychological distress? A systematic review. Current Psychology, 42, 10200–10222. https://doi.org/10.1007/s12144-021-02082-y
- Maharani, A. C. (2021). The influence of excessive use of social media. Indonesian Journal of Social Sciences, 13(1), 11. https://doi.org/10.20473/ijss.v13i1.26351
- Manan, H. A., Mir, I. A., Humayra, S., Tee, R. Y., & Vasu, D. T. (2024). Effect of mindfulness-based interventions on anxiety, depression, and stress in patients with coronary artery disease: A systematic review and meta-analysis of randomized controlled trials. Frontiers in Psychology, 15, 1435243. https://doi.org/10.3389/fpsyg.2024.1435243
- Mao, J., & Zhang, B. (2023). Differential Effects of Active Social Media use on general Trait and Online-Specific State-FOMO: Moderating Effects of Passive social Media use. Psychology Research and Behavior Management, Volume 16, 1391–1402. https://doi.org/10.2147/prbm.s404063
- Martínek, A. P. (2021). Mapping methods of research on consumer engagement with brands on social media: A literature review. Methodological Innovations, 14(1), 205979912098538. https://doi.org/10.1177/2059799120985384
- Masciantonio, A., & Bourguignon, D. (2023). Motivation Scale for Using Social Network Sites: Comparative Study between Facebook, Instagram, Twitter, Snapchat and LinkedIn. Psychologica Belgica, 63(1), 30–43. https://doi.org/10.5334/pb.1161
- Mao, J., & Zhang, B. (2023). Differential effects of active social media use on general trait and online-specific state-FoMO: Moderating effects of passive social media use. Psychology Research and Behavior Management, 16, 1391–1402. https://doi.org/10.2147/PRBM.S404063
- McComb, C. A., Vanman, E. J., & Tobin, S. J. (2023). A meta-analysis of the effects of social media exposure to upward comparison targets on self-evaluations and emotions. Media Psychology, 26(5), 612–635. https://doi.org/10.1080/15213269.2023.2180647
- Meier, A., & Krause, H. (2023). Does passive social media use harm well-being? Journal of Media Psychology, 35(3), 169–180. https://doi.org/10.1027/1864-1105/a000358
- Meynadier, J., Malouff, J. M., Loi, N. M., & Schutte, N. S. (2024). Lower mindfulness is associated with problematic social media use: A meta-analysis. Current Psychology, 43, 3395–3404. https://doi.org/10.1007/s12144-023-04587-0
- Mo, H., & Peng, R. (2023). Passive social media use and social self-efficacy: The mediating effect of upward social comparison. Journal of Education Humanities and Social Sciences, 8, 761–767. https://doi.org/10.54097/ehss.v8i.4347
- Nguyen, N. D., Truong, N., Dao, P. Q., & Nguyen, H. H. (2024). Can online behaviors be linked to mental health? Active versus passive social network usage on depression via envy and self-esteem. Computers in Human Behavior, 108455. https://doi.org/10.1016/j.chb.2024.108455
- Operario, D., Adler, N. E., & Williams, D. R. (2004). Subjective social status: Reliability and predictive utility for global health. Psychology and Health, 19(2),237–246. https://doi.org/10.1080/08870440310001638098
- Orben, A., Przybylski, A. K., & Blakemore, S. J. (2022). Windows of developmental sensitivity to social media. Nature Communications, 13, 1649. https://doi.org/10.1038/s41467-022-29296-3
- Ostic, D., Qalati, S. A., Barbosa, B., Shah, S. M. M., Vela, E. G., Herzallah, A., & Liu, F. (2021). Effects of social media use on psychological well-being: A mediated model. Frontiers in Psychology, 12, 678766. https://doi.org/10.3389/fpsyg.2021.678766
- Ozimek, P., Brailovskaia, J., & Bierhoff, H. (2023). Active and passive behavior in social media: Validating the Social Media Activity Questionnaire (SMAQ). Telematics and Informatics Reports, 10, 100048. https://doi.org/10.1016/j.teler.2023.100048
- Parent, N. (2023). Basic needs satisfaction through social media engagement: A developmental framework for understanding adolescent social media use. Human Development, 67(1), 1–17. https://doi.org/10.1159/000529449
- Parungao, A. (2024). Anxiety, depression, coping styles, and perceived social support among university students: A mediation and moderation analyses. Journal of Interdisciplinary Perspectives, 2(9). https://doi.org/10.69569/jip.2024.0343
- Pérez-Aranda, A., García-Campayo, J., Gude, F., Luciano, J. V., Feliu-Soler, A., González-Quintela,A., López-Del-Hoyo, Y., & Montero-Marín, J. (2021). Impact of mindfulness and self-compassion on anxiety and depression: The mediating role of resilience. International Journal of Clinical and Health Psychology, 21(2), 100229. https://doi.org/10.1016/j.ijchp.2021.100229
- Pescadero, R.J., Cabahug, M.M., (2023). Social Media Engagement in Relation to Psychosocial Well-Being Among Generation Z. Psychology and Education: A Multidisciplinary Journal, 14(7), 802-813. https://doi.org/10.5281/zenodo.10032354
- Puyat, J. H., Gastardo-Conaco, M. C., Natividad, J., & Banal, M. A. (2021). Depressive symptoms among young adults in the Philippines: Results from a nationwide cross-sectional survey. Journal of Affective Disorders Reports, 3, 100073. https://doi.org/10.1016/j.jadr.2020.100073
- Reed, P., Fowkes, T., & Khela, M. (2023). Reduction in social media usage produces improvements in physical health and well-being: An RCT. Journal of Technology in Behavioral Science, 8, 140–147. https://doi.org/10.1007/s41347-023-00304-7
- Reimann, L., Ozimek, P., Rohmann, E., & Bierhoff, H. (2023). Validation of the Motives to Use Social Networking Sites Scale (MOTUS). Telematics and Informatics Reports, 11, 100080. https://doi.org/10.1016/j.teler.2023.100080
- Rosana, P. R. M. (2023). Depressive symptoms as correlates to external and internal locus of control: Basis for truancy intervention program. Zenodo (CERN European Organization for Nuclear Research). https://doi.org/10.5281/zenodo.8354798
- Santos, P. M. T. A., Cleofas, J. V., Austria, A. G. O., De Guzman, A. K. B., & Sarile, B. A. F. (2023). The double-edged impact of internet use on mental health outcomes among Filipino university students: The mediating role of online social support. Frontiers in Sociology, 8. https://doi.org/10.3389/fsoc.2023.1132523
- Sharifian, N., Kraal, A. Z., Zaheed, A. B., Sol, K., Morris, E. P., & Zahodne, L. B. (2021). Measurement invariance of social media use in younger and older adults and links to socioemotional health. Innovation in Aging, 5(2), igab009. https://doi.org/10.1093/geroni/igab009
- Sim, M., Kim, S.-Y., & Suh, Y. (2022). Sample size requirements for simple and complex mediation models. Educational and Psychological Measurement, 82(1), 76–106. https://doi.org/10.1177/00131644211003261
- Song, H., Zhang, M., Wang, Y., Yang, L., Wang, Y., & Li, Y. (2021). The impact of resilience on anxiety and depression among grass-roots civil servants in China. BMC Public Health, 21(1). https://doi.org/10.1186/s12889-021-10710-2
- Statista. (2024, January 30). Social media users in the Philippines 2020–2029. Statista. https://www.statista.com/forecasts/1144697/social-media-users-in-the-philippines-Ph-soc-med-statistics
- Steinsbekk, S., Nesi, J., & Wichstrøm, L. (2023). Social media behaviors and symptoms of anxiety and depression: A four-wave cohort study from age 10–16 years. Computers in Human Behavior, 147, 107859. https://doi.org/10.1016/j.chb.2023.107859
- Sumell, A. J., Chiang, E. P., Koch, S., Mangeloja, E., Sun, J., & Wu, J. P. (2021). A cultural comparison of mindfulness and student performance: Evidence from university students in five countries. International Review of Economics Education, 37, 100213. https://doi.org/10.1016/j.iree.2021.100213
- Sun, P., Xing, L., Wu, J., & Kou, Y. (2023). Receiving feedback after posting status updates on social networking sites predicts lower loneliness: A mediated moderation model. Applied Psychology: Health and Well-Being, 15(1), 97–114. https://doi.org/10.1111/aphw.12378
- Sun, X. (2022). A review of mindfulness and social media excessive use. Advances in Social Science, Education and Humanities Research. https://doi.org/10.2991/assehr.k.220105.238
- Taylor, Z., Yankouskaya, A. & Panourgia, C. (2023). Social media use, loneliness and psychological distress in emerging adults. Behaviour & Information Technology, 1–14. https://doi.org/10.1080/0144929x.2023.2209797
- Tobin, R., & Dunkley, D. M. (2021). Self-critical perfectionism and lower mindfulness and self-compassion predict anxious and depressive symptoms over two years. Behaviour Research and Therapy, 136, Article 103780. https://doi.org/10.1016/j.brat.2020.103780
- Valkenburg, P. M., Van Driel, I. I., & Beyens, I. (2021). The associations of active and passive social media use with well-being: A critical scoping review. New Media & Society, 24(2), 530–549. https://doi.org/10.1177/14614448211065425
- van Agteren, J., Iasiello, M., Lo, L., Bartholomaeus, J., Kopsaftis, Z., Carey, M., & Kyrios, M. (2021). A systematic review and meta-analysis of psychological interventions to improve mental well-being. Nature Human Behaviour, 5(5), 631–652. https://doi.org/10.1038/s41562-021-01093-w
- We Are Social & Meltwater (2024), “Digital 2024 Global Overview Report,” retrieved from https://datareportal.com/reports/digital-2024-global-overview-report on 22 September 2025.
- Weaver, J. L., & Swank, J. M. (2021). An examination of college students’ social media use, fear of missing out, and mindful attention. Journal of College Counseling, 24(2), 132–145. https://doi.org/10.1002/jocc.12181
- Weeks, C. (2023). The association of mindfulness, passive social media use, social comparisons, FoMO and depression in college students (Master’s thesis, Montclair State University). Theses, Dissertations and Culminating Projects, 1275. https://digitalcommons.montclair.edu/etd/1275
- Woodlief, D., Taylor, S. G., Fuller, M., Malone, P. S., & Zarrett, N. (2024). Smartphone Use and Mindfulness: Empirical Tests of a Hypothesized Connection. Mindfulness. https://doi.org/10.1007/s12671-024-02349-y
- Wormuth, B. (2023, January 13). Mediation analysis. Statistics Solutions. https://www.statisticssolutions.com/mediational-hypothesis/
- Xu, Y., Yang, G., Liu, L., & Wu, X. (2023). The influence of deliberate rumination on the post-traumatic growth of college students during the COVID-19 pandemic and the moderating role of self-efficacy. Frontiers in public health, 11, 1043402. https://doi.org/10.3389/fpubh.2023.1043402
- You, C., & Liu, Y. (2022). The effect of mindfulness on online self-presentation, pressure, and addiction on social media. Frontiers in Psychology, 13. https://doi.org/10.3389/fpsyg.2022.1034495
- Zhang, D., Lee, E. K. P., Mak, E. C. W., Ho, C. Y., & Wong, S. Y. S. (2021). Mindfulness-based interventions: An overall review. British Medical Bulletin, 138(1), 41–57. https://doi.org/10.1093/bmb/ldab005
- Zimba, O., & Gasparyan, A. Y. (2023). Designing, conducting, and reporting survey studies: A primer for researchers. Journal of Korean Medical Science, 38(48), e403. https://doi.org/10.3346/jkms.2023.38.e403
- Zsila, Á., & Reyes, M. E. S. (2023). Pros & cons: Impacts of social media on mental health. BMC Psychology, 11(1), 201. https://doi.org/10.1186/s40359-023-01243-x
- Zulfianti, I., Sukmarini, A. V., & Djalil, N. A. (2024). The effect of “likes, comments and share” feedback on Instagram on self-esteem of English study program. Journal La Sociale, 4(5), 469–488. https://doi.org/10.37899/journal-la-sociale.v4i5.1951