Instagram use and its effects on self-esteem during the COVID-19 pandemic
Keywords:Instagram, Social media use, Self-esteem, COVID-19, Latent class analysis (LCA)
In recent years, Instagram has become one of the most commonly used social media platforms among young adults worldwide. Given its popularity, a large body of research has been conducted to examine different patterns of Instagram usage, and the effects they might have on various mental well-being outcomes, including self-esteem. However, with the outbreak of the COVID-19 pandemic, the situation and context in which Instagram was being used changed substantially. This in turn, might also have had implications on the relationship between Instagram use and mental well-being.
Therefore, this research re-examines the different patterns of Instagram usage among young adults and their effect on self-esteem, in the context of the COVID-19 pandemic, using latent class analysis (LCA). The results suggest the presence of four distinct usage patterns: two usage patterns in which individuals seek to gratify their social needs and needs for knowledge and stress relief, respectively, and two patterns that are characterised by low and high intensity of using Instagram for different reasons and to fulfil various needs. The results also show that using Instagram to fulfil social needs is associated with lower self-esteem levels than when this platform is used at low intensity.
Aladwani, A. M. (2014). Gravitating towards Facebook (GoToFB): What it is? and how can it be measured?. Computers in Human Behavior, 33, 270-278. https://doi.org/10.1016/j.chb.2014.01.005
Alhabash, S., & Ma, M. (2017). A tale of four platforms: Motivations and uses of Facebook, Twitter, Instagram, and Snapchat among college students?. Social Media + Society, 3(1), 2056305117691544. https://doi.org/10.1177/2056305117691544
Alkis, Y., Kadirhan, Z., & Sat, M. (2017). Development and validation of social anxiety scale for social media users. Computers in Human Behavior, 72, 296-303. https://doi.org/10.1016/j.chb.2017.03.011
Bakk, Z., & Vermunt, J. K. (2015). Step-3 tutorial# 1: Step-3 models with covariates, distal outcomes, and multiple latent variables. Belmont: Statistical Innovations Inc.
Baruah, T. D. (2012). Effectiveness of social media as a tool of communication and its potential for technology enabled connections: A micro-level study. International journal of scientific and research publications, 2(5), 1-10. https://doi.org/10.1089/cyber.2016.0758
Blumler, J. G. (1979). The role of theory in uses and gratifications studies. Communication research, 6(1), 9-36. https://doi.org/10.1177/009365027900600102
Bonsaksen, T., Ruffolo, M., Leung, J., Price, D., Thygesen, H., Schoultz, M., & Geirdal, A. Ø. (2021). Loneliness and its association with social media use during the COVID-19 outbreak. Social Media + Society, 7(3), 20563051211033821. https://doi.org/10.1177/20563051211033821
Bowlby, J. (1969). Attachment and loss v. 3 (Vol. 1). New York: Basic Books
Burns, G. N., Morris, M. B., Periard, D. A., LaHuis, D., Flannery, N. M., Carretta, T. R., & Roebke, M. (2017). Criterion‐related validity of a Big Five general factor of personality from the TIPI to the IPIP. International Journal of Selection and Assessment, 25(3), 213-222. https://doi.org/10.1111/ijsa.12174
Cagnin, A., Di Lorenzo, R., Marra, C., Bonanni, L., Cupidi, C., Laganà, V., ... & SINdem COVID-19 Study Group. (2020). Behavioral and psychological effects of coronavirus disease-19 quarantine in patients with dementia. Frontiers in psychiatry, 11, 578015. https://doi.org/10.3389/fpsyt.2020.578015
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
Coopersmith, S. (1965). The antecedents of self-esteem. Princeton: Princeton University Press.
Costanza, R., Fisher, B., Ali, S., Beer, C., Bond, L., Boumans, R., ... & Snapp, R. (2007). Quality of life: An approach integrating opportunities, human needs, and subjective well-being. Ecological economics, 61(2-3), 267-276. https://doi.org/10.1016/j.ecolecon.2006.02.023
Deci, E. L., & Ryan, R. M. (1985). The general causality orientations scale: Self-determination in personality. Journal of research in personality, 19(2), 109-134. https://doi.org/10.1016/0092-6566(85)90023-6
Deci, E., & Ryan, R. M. (2012). Self-determination theory. In P. A. Van Lange, E. T. Higgins, & Donnellan, M. B., Oswald, F. L., Baird, B. M., & Lucas, R. E. (2006). The mini-IPIP scales: Tiny-yet-effective measures of the Big Five factors of personality. Psychological assessment, 18(2), 192-203. https://doi.org/10.1037/1040-35126.96.36.199
Epstein, S. (1998). Cognitive-experiential self-theory. In D. F. Barone, M. Hersen, & V. B. Hasselt (Eds.), Advanced personality (pp. 211-238). New York: Springer.
Festinger, L. (1954). A theory of social comparison processes. Human relations, 7(2), 117-140. https://doi.org/10.1177/001872675400700202
Gerber, J. P., Wheeler, L., & Suls, J. (2018). A social comparison theory meta-analysis 60+ years on. Psychological bulletin, 144(2), 177. https://doi.org/10.1037/bul0000127
Goldberg, L. R., Johnson, J. A., Eber, H. W., Hogan, R., Ashton, M. C., Cloninger, C. R., & Gough, H. G. (2006). The international personality item pool and the future of public-domain personality measures. Journal of Research in personality, 40(1), 84-96. https://doi.org/10.1016/j.jrp.2005.08.007
Greenberg, J., Solomon, S., & Pyszczynski, T. (1997). Terror management theory of self-esteem and cultural worldviews: Empirical assessments and conceptual refinements. Advances in experimental social psychology, 29, 61-139. https://doi.org/10.1016/S0065-2601(08)60016-7
Halliwell, E., & Dittmar, H. (2005). The role of self-improvement and self-evaluation motives in social comparisons with idealised female bodies in the media. Body Image, 2(3), 249-261. https://doi.org/10.1016/j.bodyim.2005.05.001
Hawi, N. S., & Samaha, M. (2017). The relations among social media addiction, self-esteem, and life satisfaction in university students. Social Science Computer Review, 35(5), 576-586. https://doi.org/10.1177/0894439316660340
Horzum, M. B. (2016). Examining the relationship to gender and personality on the purpose of Facebook usage of Turkish university students. Computers in Human Behavior, 64, 319-328. https://doi.org/10.1016/j.chb.2016.06.010
Huang, C. (2017). Time spent on social network sites and psychological well-being: A meta-analysis. Cyberpsychology, Behavior, and Social Networking, 20(6), 346-354. https://doi.org/10.1089/cyber.2016.0758
Huang, Y. T., & Su, S. F. (2018). Motives for Instagram use and topics of interest among young adults. Future internet, 10(8), 77. https://doi.org/10.3390/fi10080077
Hunt, M. G., Marx, R., Lipson, C., & Young, J. (2018). No more FOMO: Limiting social media decreases loneliness and depression. Journal of Social and Clinical Psychology, 37(10), 751-768. https://doi.org/10.1521/jscp.2018.37.10.751
Ishii, K., Lyons, M. M., & Carr, S. A. (2019). Revisiting media richness theory for today and future. Human Behavior and Emerging Technologies, 1(2), 124-131. https://doi.org/10.1002/hbe2.138
Jan, M., Soomro, S. A., & Ahmad, N. (2017). Impact of social media on self-esteem. European Scientific Journal, 13(23), 329-341. https://doi.org/10.19044/esj.2017.v13n23p329
Jiang, S., & Ngien, A. (2020). The effects of Instagram use, social comparison, and self-esteem on social anxiety: A survey study in Singapore. Social Media + Society, 6(2), 2056305120912488. https://doi.org/10.1177/2056305120912488
Karnowski, V. (2017). Latent class analysis. In The International Encyclopedia of Communication Research Methods (pp. 1-10). Hoboken: John Wiley & Sons. https://doi-org.vu-nl.idm.oclc.org/10.1002/9781118901731.iecrm0130
Katz, E., Blumler, J. G., & Gurevitch, M. (1973). Uses and gratifications research. The public opinion quarterly, 37(4), 509-523. https://doi.org/10.1086/268109
Kaye, B. K., & Johnson, T. J. (2002). Online and in the know: Uses and gratifications of the web for political information. Journal of broadcasting & electronic media, 46(1), 54-71. https://doi.org/10.1207/s15506878jobem4601_4
Kircaburun, K., Alhabash, S., Tosuntaş, Ş. B., & Griffiths, M. D. (2020). Uses and gratifications of problematic social media use among university students: A simultaneous examination of the Big Five of personality traits, social media platforms, and social media use motives. International Journal of Mental Health and Addiction, 18(3), 525-547. https://doi.org/10.1007/s11469-018-9940-6
Kocak, E., Nasir, V. A., & Turker, H. B. (2020). What drives Instagram usage? User motives and personality traits. Online Information Review, 40(3), 625-643. https://doi.org/10.1108/OIR-08-2019-0260
Krämer, N. C., & Winter, S. (2008). Impression management 2.0: The relationship of self-esteem, extraversion, self-efficacy, and self-presentation within social networking sites. Journal of media psychology, 20(3), 106-116. https://doi.org/10.1027/1864- 1188.8.131.52
Krasnova, H., Veltri, N. F., Eling, N., & Buxmann, P. (2017). Why men and women continue to use social networking sites: The role of gender differences. The Journal of Strategic Information Systems, 26(4), 261-284. https://doi.org/10.1016/j.jsis.2017.01.004
Leary, M. R., & Baumeister, R. F. (2000). The nature and function of self-esteem: Sociometer theory. Advances in experimental social psychology, 32, 1-62. https://doi.org/10.1016/S0065-2601(00)80003-9
Li, J., Lau, J. T., Mo, P. K., Su, X., Wu, A. M., Tang, J., & Qin, Z. (2016). Validation of the Social Networking Activity Intensity Scale among junior middle school students in China. PloS one, 11(10). https://doi.org/10.1371/journal.pone.0165695
Maslow, A. H. (1943). A theory of human motivation. Psychological review, 50(4), 370-396. https://doi.org/10.1037/h0054346
McCrae, R. R., Costa Jr., P. T., Del Pilar, G. H., Rolland, J. P., & Parker, W. D. (1998).
Cross-cultural assessment of the five-factor model: The revised NEO personality inventory. Journal of Cross-Cultural Psychology, 29(1), 171–188. https://doi.org/10.1177/0022022198291009
Michel, A. I. G., Ruggiero, T. E., & Yang, K. C. (2016). How Public Relations Practitioners Perceive Social Media Platforms?: A Media Richness Perspective. In A. Singh, & P. Duhan (Eds.), Managing Public Relations and Brand Image through Social Media (pp. 1-19). Hershey: IGI Global. https://doi.org/10.4018/978-1-5225-0332-3.ch001
Murray, H. A. (1938). Explorations in personality: A clinical and experimental study of fifty men of college age. Oxford: Oxford University Press
Olufadi, Y. (2016). Social networking time use scale (SONTUS): A new instrument for measuring the time spent on the social networking sites. Telematics and Informatics, 33(2), 452-471. https://doi.org/10.1016/j.tele.2015.11.002
Oppenheimer, D. M., Meyvis, T., & Davidenko, N. (2009). Instructional manipulation checks: Detecting satisficing to increase statistical power. Journal of experimental social psychology, 45(4), 867-872. https://doi.org/10.1016/j.jesp.2009.03.009
Palmgreen, P., & Rayburn, J. D. (1979). Uses and gratifications and exposure to public television: A discrepancy approach. Communication Research, 6(2), 155-179. https://doi.org/10.1177/009365027900600203
Pelletier, M. J., Krallman, A., Adams, F. G., & Hancock, T. (2020). One size doesn’t fit all: a uses and gratifications analysis of social media platforms. Journal of Research in Interactive Marketing, 14(2), 269-284. https://doi.org/10.1108/JRIM-10-2019-0159
Pittman, T. S., & Zeigler, K. R. (2007). Basic human needs. In A. W. Kruglanski & E. T. Higgins (Eds.), Social psychology: Handbook of basic principles (pp. 473–489). New York: The Guilford Press.
Robins, R. W., Tracy, J. L., Trzesniewski, K., Potter, J., & Gosling, S. D. (2001). Personality correlates of self-esteem. Journal of research in personality, 35(4), 463-482. https://doi.org/10.1006/jrpe.2001.2324
Rosenberg, M. (1965). Rosenberg self-esteem scale (RSE). Acceptance and commitment therapy. Measures package, 61(52), 18.
Ruppel, E. K., Burke, T. J., & Cherney, M. R. (2017). Channel complementarity and multiplexity in long-distance friends’ patterns of communication technology use. New media & society, 20(4), 1564-1579. https://doi.org/10.1177/1461444817699995
Saiphoo, A. N., Halevi, L. D., & Vahedi, Z. (2020). Social networking site use and self-esteem: A meta-analytic review. Personality and Individual Differences, 153. https://doi.org/10.1016/j.paid.2019.109639
Severin, W. J., & Tankard, J. W. (1997). Communication theories: Origins, methods, and uses in the mass media. New York: Longman.
Sheldon, P., & Bryant, K. (2016). Instagram: Motives for its use and relationship to narcissism and contextual age. Computers in Human Behavior, 58, 89-97. https://doi.org/10.1016/j.chb.2015.12.059
Stafford, L. (2004). Maintaining long-distance and cross-residential relationships. Milton Park: Routledge.
Stevens, L. E., & Fiske, S. T. (1995). Motivation and cognition in social life: A social survival perspective. Social cognition, 13(3), 189-214. https://doi.org/10.1521/soco.19184.108.40.206
Tankovska (2021). Number of global social network users 2017-2025. Retrieved at 2 March 2021, from https://www.statista.com/statistics/278414/number-of-worldwide-social-network-users
Vogel, E. A., Rose, J. P., Roberts, L. R., & Eckles, K. (2014). Social comparison, social media, and self-esteem. Psychology of Popular Media Culture, 3(4), 206-222. https://doi.org/10.1037/ppm0000047
Wang, R., Yang, F., & Haigh, M. M. (2017). Let me take a selfie: Exploring the psychological effects of posting and viewing selfies and groupies on social media. Telematics and Informatics, 34(4), 274-283. https://doi.org/10.1016/j.tele.2016.07.004
Weaver Lariscy, R., Tinkham, S. F., & Sweetser, K. D. (2011). Kids these days: Examining differences in political uses and gratifications, internet political participation, political information efficacy, and cynicism on the basis of age. American Behavioral Scientist, 55(6), 749-764. https://doi.org/10.1177/0002764211398091
Weller, B. E., Bowen, N. K., & Faubert, S. J. (2020). Latent Class Analysis: A Guide to Best Practice. Journal of Black Psychology, 46(4), 287-311. https://doi.org/10.1177/0095798420930932
Whiting, A., & Williams, D. (2013). Why people use social media: a uses and gratifications approach. Qualitative Market Research: An International Journal, 16(4), 362-369. https://doi.org/10.1108/QMR-06-2013-0041
Yu, S. C. (2015). Happiness or addiction: An example of Taiwanese college students' use of Facebook. International Journal of Technology and Human Interaction, 11(4), 26-40. https://doi.org/10.4018/978-1-5225-0778-9.ch006
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