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International Journal of Academic Research in Accounting, Finance and Management Sciences

Open Access Journal

ISSN: 2225-8329

Do Not Come Near Me, Mrs Rona is here: A Systematic Review on the Use of Instagram during COVID-19

Azreen Joanna Abdul, Nur Shahrulliza Muhammad, Zatul Fahany Harun, Zuhal Hussein, Amily Fikry

http://dx.doi.org/10.6007/IJARAFMS/v12-i3/14509

Open access

COVID-19 pandemic infected the world in 2019 and resulted in quarantines and isolation measures that have proven to contain the virus. The isolation exercise had caused drastic changes to normal daily activities, primarily affecting interpersonal relations among humans, where most interactions have now taken place digitally. As a result of these changes, daily online usage has increased with social network applications, including Instagram, dominating the world's most visited websites. This internet platform’s usage is mainly for finding information, connecting with loved ones, and keeping up-to-date with news and happenings worldwide. This emerging phenomenon has progressively shifted the communication landscape of both the personal and the business world. These entities of traditional sources are now being integrated with improved online mediators. Recent studies have also highlighted how the interactions of global societies on digital media like Instagram impacted society's education, social life, leisure, and health. Therefore, this systematic review paper is timely to analyze the existing literature on the use of Instagram during the COVID-19 pandemic and provides further insights in highlighting the extended usage and functions of Instagram during an emergency state like the COVID-19 pandemic. Based on PRISMA Statement (Preferred Reporting Items for Systematic Reviews and Meta-Analyses), a systematic review of four (4) main processes was conducted on Scopus 65 related studies: identification, screening, eligibility and data analysis. Of the 65 articles that have been reviewed, only 42 articles were finally selected for further analysis. Findings of the analysis revealed four main themes – the use of Instagram for research (two subthemes), to market products, as a basis for information tools (two subthemes) and for social activity during the pandemic. The ultimate presentation of this paper provides several recommendations with in-depth deliberation. Based on the review, it was found that Instagram was used for information search related to the COVID-19 pandemic and for research (particularly research related to the pandemic and online questionnaire distribution due to movement control order restriction to conduct fieldwork manually). Furthermore, Instagram was used to market products online through the Instagram shop (due to the movement control order restricting sellers from conducting their business as usual) and social activities (such as communicating with others using Instagram during the movement control order). These findings further provide inputs for the general public and business practitioners. There were many loopholes in this research that remain uncovered. Future studies may conduct umbrella reviews on other databases, providing different insights and perspectives.

Abbott, W., Donaghey, J., Hare, J., & Hopkins, P. (2013). An Instagram is Worth a Thousand Words: An Industry Panel and Audience Q&A. Library Hi Tech News, 1-6.
Adeleke, O., Adegboro, J., Aina, S., Salaam, A., Olofintuyi, O., & Rachael, S. (2020). Investigating Awareness of Preventive Measures and Preventive Practices of COVID-19 Preventive Measures among Adekunle Ajasin University Students. OSP Journal of Health Care and Medicine, 1(2), 1-3.
Afshari, P., Beheshtinasab, M., & Cheraghi, M. (2021). Pattern of using social networks to obtain information related to COVID-19 in Iranian students. Neuropsychiatria i Neuropsychologia, 16(1), 17.
Al Aufa, B., Sulistiadi, W., & Djawas, F. A. (2020). Measuring Instagram Activity and Engagement Rate of Hospital: A Comparison Before and During COVID-19 Pandemic. Paper presented at the 2020 3rd International Seminar on Research of Information Technology and Intelligent Systems (ISRITI).
Alhabash, S., & Ma, M. (2017). A Tale of Four Platforms: Motivations and Uses of Facebook, Twitter, Instagram, and Snapchat among College Students? Sage Journals, 1-13.
Alhabash, S., & Ma, M. (2017). A Tale of Four Platforms: Motivations and Uses of Facebook, Twitter, Instagram, and Snapchat among College Students? Sage Journals, 1-13.
Ali, K. F., Whitebridge, S., Jamal, M. H., Alsafy, M., & Atkin, S. L. (2020). Perceptions, Knowledge, and Behaviors Related to COVID-19 Among Social Media Users: Cross-Sectional Study. Journal of Medical Internet Research, 22(9), 1-10.
Altena, E., Baglioni, C., Espie, C. A., Ellis, J., Gavriloff, D., Holzinger, B., Riemann, D. (2020). Dealing with sleep problems during home confinement due to the COVID-19 outbreak: Practical recommendations from a task force of the European CBT-I Academy. Journal of Sleep Research, n.d.: DOI: 10.1111/jsr.13052
Altena, E., Baglioni, C., Espie, C. A., Ellis, J., Gavriloff, D., Holzinger, B., Schlarb, A., Frase, L., Jernelov, S., and Riemann, D. (2020). Dealing with sleep problems during home confinement due to the COVID-19 outbreak: Practical recommendations from a task force of the European CBT-I Academy. Journal of Sleep Research, 29, 4, pp. 1-7
Amanatidis, D., Mylona, I., Kamenidou, I. E., Mamalis, S., & Stavrianea, A. (2021). Mining Textual and Imagery Instagram Data during the COVID-19 Pandemic. Applied Sciences, 11, 1-18.
Anacleto, A., Bornancin, A. P. A., Mendes, S. H. C., & Scheuer, L. (2021). Between flowers and fears: the new COVID-19 pandemic (COVID-19) and the flower retail trade. Ornamental Horticulture (Vicosa), 27(1), 26-32.
Annisa, F., Unde, A. A., & Farid, M. (2021). The Role of Influencers during the COVID-19 Pandemic on Social Media Instagram. International Journal of Entrepreneurship and Sustainability Studies, 1(1), 57-68.
Arasli, H., Furunes, T., Jafari, K., Saydam, M. B., & Degirmencioglu, Z. (2020). Hearing the Voices of Wingless Angels: A Critical Content Analysis of Nurses' COVID-19 Experiences. International Journal of Environmental Research and Public Health, 17(8484), 1-16.
Arsyati, A. M., Wahidin, U., & Mailana, A. (2020). Looking for COVID-19 information with Social Media Interest. Journal of Critical Reviews, 7(11), 2026-2033.
Atas, O., Yildirim, T. T., Yildirim, K., Tekin, S., Oztekin, F., & Gezer, A. (2020). Investigation of Healthcare Workers Attitudes and Practices Towards the COVID-19 Pandemic Acta Medica Mediterranean, 36, 2427-2432.
Aziz, A. A., Rashid, R. M., & Adnan, W. H. (2021). The Usage of Instagram And E-Commerce Platform During COVID-19 Among Mothers. Journal of Media and Information Warfare, 14(1).
Belanche, D., Flavian, M., & Ibanez-Sanchez, S. (2020). Followers’ reactions to influencers’ Instagram posts Reacciones de los seguidores a las publicaciones de los influencers en Instagram.
Bestari, A. C., Faiza, D., & Mayekti, M. H. (2020). Instagram Caption As Online Learning Media On The Subject Of Extended Writing During Pandemic Of COVID-19. Surakarta English and Literature Journal, 9-21.
Bestari, A. C., Faiza, D., & Mayekti, M. H. (2020). Instagram Caption as Online Learning Media On The Subject Of Extended Writing During Pandemic Of COVID-19. Surakarta English and Literature Journal, 9-21.
Bhagavathula, A. S., Aldhaleei, W. A., Rahmani, J., Mahabadi, M. A., & Bandari, D. K. (2020). Knowledge and perceptions of COVID-19 among health care workers: a cross-sectional study. JMIR Public Health and Surveillance, 6(2), e19160.
Bolarinwa, O. A., Olagunju, O., Babalola, T., & Saeed, B. Q. (2020). Socio-demographic predictors of adherence to 2019 COVID-19 prescribed recommendations and lockdown psychological impacts: Perspectives of Nigerian social media users. Journal of Public Health Research, 9:1864, 490-495.
Bowden-Green, T., Hinds, J., & Joinson, A. (2021). Personality and motives for social media use when physically distanced: A uses and gratifications approach. Frontiers in Psychology, 12.
Brennen, J. S., Simon, F., Howard, P. N., & Nielsen, R. K. (2020). Types, sources, and claims of COVID-19 misinformation. Retrieved from Reuters Institute: https://reutersinstitute.politics.ox.ac.uk/types-sources-and-claims-COVID-19-misinformation
Brennen, J. S., Simon, F., Howard, P. N., & Nielsen, R. K. (2020). Types, sources, and claims of COVID-19 misinformation. Retrieved from Reuters Institute: https://reutersinstitute.politics.ox.ac.uk/types-sources-and-claims-COVID-19-misinformation
Burzynska, J., Bartosiewicz, A., & Rekas, M. (2020). The social life of COVID-19: Early insights from social media monitoring data collected in Poland. Health Informatics Journal, 26(4), 3056-3065.
Carpente, J. P., Morrison, S. A., Craft, M., & Lee, M. (2020). How and why are educators using Instagram? Teaching and Teacher Education, n.d. Retrieved from https://doi.org/10.1016/j.tate.2020.103149
Carpente, J. P., Morrison, S. A., Craft, M., & Lee, M. (2020). How and why are educators using Instagram? Teaching and Teacher Education, 96, pp.1-14
Carpenter, J., & Justice, J. (2017). Evaluating the roles of technology in the Global Read Aloud project. Computers in the Schools, 284–303.
Casalo, L. V., Flavian, C., & Ibanez-Sánchez, S. (2021). Be creative, my friend! Engaging users on Instagram by promoting positive emotions. Journal of Business Research, 130, 416-425.
Cato, S., Iida, T., Ishida, K., Ito, A., Katsumata, H., McElwain, K. M., & Shoji, M. (2021). The bright and dark sides of social media usage during the COVID-19 pandemic: Survey evidence from Japan. International Journal of Disaster Risk Reduction, 54, 1-7.
Chang, A., Schulz, P. J., Tu, S., & Liu, M. T. (2020). Communicative Blame in Online Communication of the COVID-19 Pandemic: Computational Approach of Stigmatizing Cues and Negative Sentiment Gauged with Automated Analytic Techniques. Journal of Medical Internet Research, 22(11), 1-12.
Choi, M., & Choung, H. (2021). Mediated communication matters during the COVID-19 pandemic: The use of interpersonal and mass personal media and psychological well-being. Journal of Social and Personal Relationships, 38(8), 2397-2418.
Christanty, A., Bestari, Y., Faiza, D., & Mayekti, M. H. (2020). Instagram Caption as Online Learning Media On The Subject Of Extended Writing During Pandemic Of COVID-19. Surakarta English and Literature Journal, 3(1), 9-21.
Cinelli, M., Quattrociocchi, W., Galeazzi, A., Valensise, C. M., Brugnoli, E., Schmidt, A. L., Scala, A. (2020). The COVID-19 social media infodemic. Scientific Reports, 10(1), 1-10.
Cohen, A. K., Hoyt, L. T., & Dull, B. (2020). A Descriptive Study of COVID-19–Related Experiences and Perspectives of a National Sample of College Students in Spring 2020. Journal of Adolescent Health, 67(3), 369-375.
Cueto, L. J., & Agaton, C. B. (2021). Pandemic and Typhoon: Positive Impacts of a Double Disaster on Mental Health of Female Students in the Philippines. Behavioral Science, 11(64), 1-12.
Culha, M. G., Demir, O., Sahin, O., & Altunrende, F. (2021). Sexual attitudes of healthcare professionals during the COVID-19 outbreak. International Journal of Impotence Research, 33(1), 102-109.
De Jans, S., Van de Sompel, D., De Veirman, M., & Hudders, L. (2020). # Sponsored! How the recognition of sponsoring on Instagram posts affects adolescents' brand evaluations through source evaluations. Computers in Human Behavior, 109, 106342.
Delgado, D., Quintana, F. W., Perez, G., Liprandi, A. S., Ponte-Negretti, C., Mendoza, I., & Baranchuk, A. (2020). Personal Safety during the COVID-19 Pandemic: Realities and Perspectives of Healthcare Workers in Latin America. International Journal of Environmental Research and Public Health, 17(8), 2798-2806.
Denecke, K., & Atique, S. (2016). Participatory health through social media. Social media and health crisis communication during epidemics, 42–66.
Djafarova, E., & Bowes, T. (2021). 'Instagram made Me buy it': Generation Z impulse purchases in the fashion industry. Journal of Retailing and Consumer Services, 59, 102345.
Eek, F., Larsson, C., Wisen, A., & Hansson, E. E. (2021). Self-Perceived Changes in Physical Activity and the Relation to Life Satisfaction and Rated Physical Capacity in Swedish Adults during the COVID-19 Pandemic—A Cross Sectional Study. International Journal of Environmental Research and Public Health, 18(2), 671-685.
Enver, E. O., Hopurcuoglu, D., Ahmadzada, S., Zubarioglu, T., Zeybek, A. C. A., & Kiykim, E. (2020). Challenges of following patients with inherited metabolic diseases during the COVID-19 outbreak. A cross-sectional online survey study. Journal of Pediatric Endocrinology and Metabolism, 34(1), 103-107.
Fattah, R. A., & Sujono, F. K. (2020). Social Presence of Ruangguru in social media during COVID-19 Pandemic. Jurnal The Messenger, 12(2), 180-191.
Forte, E. C. N., & Pires, D. E. P. D. (2020). Nursing appeals on social media in times of COVID-19. Rev Bras Enferm, 73, pp.1-7.
Fumagalli, E., Dolmatzian, M. B., & Shrum, L. J. (2021). Centennials, FOMO, and Loneliness: An Investigation of the Impact of Social Networking and Messaging/VoIP Apps Usage During the Initial Stage of the COVID-19 Pandemic. Frontiers in Psychology, 12, 1-14.
Galhardi, C. P., Freire, N. P., Minayo, M. C. D. S., & Fagundes, M. C. M. (2020). Fact or Fake? An analysis of disinformation regarding the COVID-19 pandemic in Brazil. Ciencia e Saude Coletiva, 25, 4201-4210.
Ghimire, P., Dhungel, S., & Pokhrel, A. (2020). Knowledge, Attitude and Practice of healthcare workers Towards COVID-19 Disease 2019 (COVID-19) Pandemic. Journal of Nepal Health Research Council, 18(47), 293-300.
Ghosh, P., Schwartz, G., & Narouze, S. (2020). Twitter as a powerful tool for communication between pain physicians during COVID-19 pandemic. Reg. Anesth. Pain Med, 187-188.
Ghosh, P., Schwartz, G., & Narouze, S. (2020). Twitter as a powerful tool for communication between pain physicians during COVID-19 pandemic. Regional Anesthesia and Pain Medicine, 46,2, pp.187-188.
Romo, G. Z. F., Aguirre, I. S., & Medina, G. I. (2020). Pharmaceutical influencers on Instagram and their communication during the COVID-19 pandemic crisis. Journal of Science Communication, 19(5), A04.
Gusar, I., Konjevoda, S., Babic, G., Hnatesen, D., C?ebohin, M., Orlandini, R., & Dzelalija, B. (2021). Pre-Vaccination COVID-19 Vaccine Literacy in a Croatian Adult Population: A Cross-Sectional Study. International Journal of Environmental Research and Public Health, 18(7073), 1-10.
Hassannia, L., Taghizadeh, F., Moosazadeh, M., Zarghami, M., Taghizadeh, H., Dooki, A. F., Hedayatizadeh-Omran, A. (2020). Anxiety and Depression in Health Workers and General Population during COVID-19 Epidemic in IRAN: A Web-Based Cross-Sectional Study. MediRxiv.
Herrera-Paz, J. J., Bobadilla-Jacob, P., Igolnikof, D. B., Garcia-Zamora, S., Sandoval, C., Cancer, M., Davila, E.G., Wolff, S., Wolff, D., and Picco, J. (2020). Psychosocial Impact of the COVID-19 Pandemic on the Adult Population of Buenos Aires. Revista Argentina de Cardiologia, 88(5), 437-442.
Hikmah, K., Prisandy, L., Melinda, G., & Ayatullah, M. I. (2020). An Online Survey: Assessing Anxiety Level among General Population during the COVID-19 Disease-19 Pandemic in Indonesia. 8(1), Macedonian Journal of Medical Sciences 451-458.
Hootsuite.com. (2021). Hootsuite.com. Retrieved from Digital Trends 2021: https://www.hootsuite.com/resources/digital-trends
Hoyt, L. T., Cohen, A. K., Dull, B., Castro, E. M., & Yazdani, N. (2021). "Constant Stress Has Become the New Normal": Stress and Anxiety Inequalities Among US College Students in the Time of COVID-19. Journal of Adolescent Health 68, 270-276.
Jahangiry, L., Bakhtari, F., Sohrabi, Z., Reihani, P., Samei, S., Ponnet, K., & Montazeri, A. (2020). Risk perception related to COVID-19 among the Iranian general population: an application of the extended parallel process model. BMC Public Health, 20(1571), 1-8.
Jin, S. V., & Ryu, E. (2020). "I'll buy what she is # wearing": The roles of envy toward and parasocial interaction with influencers in Instagram celebrity-based brand endorsement and social commerce. Journal of Retailing and Consumer Services, 55, 102121.
Kemp, S. (2020). DIGITAL 2020: 3.8 BILLION PEOPLE USE SOCIAL MEDIA. Retrieved from wearesocial.com: https://wearesocial.com/blog/2020/01/digital-2020-3-8-billion-people-use-social-media
Kernder, A., Morf, H., Klemm, P., Vossen, D., Haase, I., Mucke, J., Krusche, M. (2021). Digital rheumatology in the era of COVID-19: results of a national patient and physician survey. Rheumatic & Musculoskeletal Diseases, 7, 1-7.
Khalifa, H., Badran, S. A., Al-Absy, M., & Almaamari, Q. (2020). Social Media and Spreading the News of COVID-19 Pandemic in the Arab World. International Journal on Emerging Technologies, 11(5), 680-685.
Lu, Y., Zhao, J., Wu, X., & Lo, S. M. (2021). Escaping to nature during a pandemic: A natural experiment in Asian cities during the COVID-19 pandemic with big social media data. Science of the Total Environment, 777, 1-13.
Lucibello, K. M., Vani, M. F., Koulanova, A., deJonge, M. L., Ashdown-Franks, G., & Sabiston, C. M. (2021). # quarantine15: A content analysis of Instagram posts during COVID-19. Body Image, 38, 148-156.
Mackey, T. K., Li, J., Purushothaman, V., Nali, M., Shah, N., Bardier, C., . . . Liang, B. (2020). Big Data, Natural Language Processing, and Deep Learning to Detect and Characterize Illicit COVID-19 Product Sales: Infoveillance Study on Twitter and Instagram. JMIR Public Health Surveillance, 6(3), 1-17.
Mahmoud, A. B., Ball, J., Rubin, D., Fuxman, L., Mohr, I., Hack-Polay, D., Wakibi, A. (2021). Pandemic pains to Instagram gains! COVID-19 perceptions effects on behaviour towards fashion brands on Instagram in Sub-Saharan Africa: Tech-native vs non-native generations. Journal of Marketing Communications, 1-26.
Malik, A., Khan, M. L., & Quan-Haase, A. (2021). Public health agencies outreach through Instagram during the COVID-19 pandemic: Crisis and Emergency Risk Communication perspective. International Journal of Disaster Risk Reduction, 61, 1-9.
Masciantonio, A., Bourguignon, D., Bouchat, P., Balty, M., & Rime, B. (2021). Don't put all social network sites in one basket: Facebook, Instagram, Twitter, TikTok, and their relations with well-being during the COVID-19 pandemic. PLOS ONE, 16(3), n.d. doi:https://doi.org/10.1371/journal.pone.0248384
Masciantonio, A., Bourguignon, D., Bouchat, P., Balty, M., & Rimé, B. (2021). Don't put all social network sites in one basket: Facebook, Instagram, Twitter, TikTok, and their relations with well-being during the COVID-19 pandemic. PLoS ONE, 16(3), e0248384.
Mazerant, K., Willemsen, L. M., Neijens, P. C., & Van Noort, G. (2021). Spot-On Creativity: Creativity Biases and Their Differential Effects on Consumer Responses in (Non-) Real-Time Marketing. Journal of Interactive Marketing, 53, 15-31.
Mazzarolo, A. H., Mainardes, E. W., & Innocencio, F. A. (2021). Antecedents and consequents of user satisfaction on Instagram. Marketing Intelligence & Planning.
Mohsen, F., Bakkar, B., Armashi, H., & Aldaher, N. (2021). Crisis within a crisis, COVID-19 knowledge and awareness among the Syrian population: a cross-sectional study. BMJ Open, 11, 1-10.
Moraes, R. R., Correa, M. B., Queiroz, A. B., Daneris, A., Lopes, J. P., Pereira-Cenci, T., Demarco, F. v. F. (2020). COVID-19 challenges to dentistry in the new pandemic epicenter: Brazil. PLoS ONE 15(11), 1-15.
Mossberger, K., Wu, Y., & Crawford, J. (2013). Connecting citizens and local governments? Social media and interactivity in major U.S. cities. Government Information Quarterly, 351-358.
Muniz, C., Campos-Dominguez, E., Saldierna, A. R., & Luis, J. (2017). Engagement of politicians and citizens in the cyber campaign on Facebook: a comparative analysis between Mexico and Spain. Journal of the Academy of Social Sciences. Retrieved from http://dx.doi.org/10.1080/21582041.2017.1367832
Niknam, F., Samadbeik, M., Fatehi, F., Shirdel, M., Rezazadeh, M., & Bastani, P. (2021). COVID-19 on Instagram: A content analysis of selected accounts. Health Policy and Technology, 10, 165-173.
Nurnafia, A. N., Chandra, C. G., Marion, S. N. & Ananda, A. S. (2021). Instagram Marketing Activities of a Fast Fashion Brand in Response to COVID-19 Pandemic. Turkish Journal of Computer and Mathematics Education (TURCOMAT), 12(10), 4357-4375.
Parahiyanti, C. R., & Prasasti, A. (2021). Engage Your Customers During the Pandemic: The Impact of Social Media-Instagram Usage to Micro-Small Medium Enterprises (MSMEs) in Indonesia. International Journal of Multicultural and Multireligious Understanding, 8(6), 328-335.
Paramita, J. G. A. S. (2021). FoMO and JoMO Phenomenon of Active Millennial Instagram Users at 2020 in Jakarta.
Parker, K., Uddin, R., Ridgers, N. D., Brown, H., Veitch, J., Salmon, J., Arundell, L. (2021). The Use of Digital Platforms for Adults' and Adolescents' Physical Activity During the COVID-19 Pandemic (Our Life at Home): Survey Study. Journal of Medical Internet Research, 23(2), 1-10.
Perez-Escoda, A., Jimenez-Narros, C., Perlado-Lamo-de-Espinosa, M., & Pedrero-Esteban, L. M. (2020). Social Networks' Engagement During the COVID-19 Pandemic in Spain: Health Media vs Healthcare Professionals. International Journal of Environmental Research and Public Health, n.d. doi: doi:10.3390/ijerph17145261
Perez-Escoda, A., Jimenez-Narros, C., Perlado-Lamo-de-Espinosa, M., & Pedrero-Esteban, L. M. (2020). Social networks' engagement during the COVID-19 pandemic in Spain: health media vs healthcare professionals. International Journal of Environmental Research and Public Health, 17(14), 5261.
Perez-Escoda, A., Jimenez-Narros, C., Perlado-Lamo-de-Espinosa, M., & Pedrero-Esteban, L. M. (2020). Social Networks' Engagement During the COVID-19 Pandemic in Spain: Health Media vs Healthcare Professionals. International Journal of Environmental Research and Public Health, n.d. doi:doi:10.3390/ijerph17145261
Plack, D. L., Sharpe, E. E., Wanderman, R. L., Ripoll, J. G., & Abcejo, A. S. (2021). Getting the First Thousand—Optimizing Instagram Residency Content to Increase Followers During the COVID-19 Pandemic. The Journal of Education in Perioperative Medicine: JEPM, 23(2).
Putri, F. E. V. S., & Tiarawati, M. (2021). The Effect of Social Media Influencer and Brand Image on Online Purchase Intention During The COVID-19 Pandemic. Ilomata International Journal of Management, 2(3), 163-171.
Qiu, J., Shen, B., Zhao, M., Wang, Z., Xie, B., & Xu, Y. (2020). A nationwide survey of psychological distress among Chinese people in the COVID-19 epidemic: implications and policy recommendations. General Psychiatry, n.d. DOI:10.1136/
Quinn, E. K., Fazel, S. S., & Peters, C. E. (2021). The Instagram infodemic: cobranding of conspiracy theories, COVID-19 disease 2019 and authority-questioning beliefs. Cyberpsychology, Behavior, and Social Networking, 24(8), 573-577.
Rendell, J. (2020). Staying in, rocking out: Online live music portal shows during the COVID-19 pandemic. Convergence: The International Journal of Research into New Media Technologies, XX(X), 1-20.
Romo, Z. F. G., Aguirre, S. I., & Medina, I. G. (2020). Pharmaceutical influencers on Instagram and their communication during the COVID-19 pandemic crisis. Journal of Science Communication, 19(5), 1-27.
Rovetta, A., & Bhagavathula, A. S. (2020). Global Infodemiology of COVID-19: Analysis of Google Web Searches and Instagram Hashtags. Journal of Medical Internet Research, 22(8), 1-9.
Sadasri, L. M. (2020). Micro-celebrity participation and risk communication in Indonesia: A content analysis of@ dr. tirta and@ rachelvennya Instagram posts during the COVID-19 pandemic. Pacific Journalism Review, 26(2), 53-71.
Sallam, M., Dababseh, D., Yaseen, A., Al-Haidar, A., Ababneh, N. A., Bakri, F. G., & Mahafzah, A. (2020). Conspiracy Beliefs Are Associated with Lower Knowledge and Higher Anxiety Levels Regarding COVID-19 among Students at the University of Jordan. International Journal of Environmental Research and Public Health, 17, 1-15.
Santos, T. A.-D., Santos, H. S., Moraes, M. D. A., & Mussi, F. C. (2020). Nursing Comiittee to Coping with COVID-19 in Bahia. Revista Brasileira de Enfermagem, 73, 1-5.
Savitir, S., & Irwansyah. (2021). The Use of Instagram Stories at the Age of COVID-19 Pandemic. Jurnal ASPIKOM, 182-196.
Savitir, S., & Irwansyah. (2021). The Use of Instagram Stories at the Age of COVID-19 Pandemic. Jurnal ASPIKOM, 6 (1), pp.182-196.
Scott, S., McGowan, V. J., & Visram, S. (2021). 'I'm Gonna Tell You About How Mrs Rona Has Affected Me'. Exploring Young People's Experiences of the COVID-19 Pandemic in North East England: A Qualitative Diary-Based Study. International Journal of Environmental Research and Public Health, 18(7), 1-21.
Seltzer, E., Jean, N., Kramer-Golinkoff, E., Asch, D., & Merchant, R. (2015). The content of social media's shared images about Ebola: a retrospective study. Public Health, 1273–1277.
Sharif, N., Opu, R. R., Alzahrani, K. J., Ahmed, S. N., Islam, S., Mim, S. S., . . . Dey, S. K. (2021). The positive impact of social media on health behaviour towards the COVID-19 pandemic in Bangladesh: A web-based cross-sectional study. Diabetes & Metabolic Syndrome: Clinical Research & Reviews, 15(5), 102206.
Sharov, K. S. (2020). Adaptation to SARS-CoV-2 under stress: Role of distorted information. European Journal of Clinical Investigation, 50(9), 1-7.
Sheldon, P., Antony, M. G., & Ware, L. J. (2021). Baby Boomers' use of Facebook and Instagram: uses and gratifications theory and contextual age indicators. Heliyon, 7(4), e06670.
Soekiman, J., Putranto, T. D., Susilo, D., & Garcia, E. M. A. (2021). Economic Sector during the COVID-19 Pandemic: Indonesian Instagram Users Behaviour. Webology, 18(1), 166-178.
Srivastav, A. K., Sharma, N., & Samuel, A. J. (2021). Impact of COVID-19 disease-19 (COVID-19) lockdown on physical activity T and energy expenditure among physiotherapy professionals and students using web-based open E-survey sent through WhatsApp, Facebook and Instagram messengers. Clinical Epidemiology and Global Health, 9, 78-84.
Statistica.com. (2020). Number of social network users in Malaysia from 2017 to 2020 and a forecast up to 2025. Retrieved September 9th, 2021, from
https://www.statista.com/statistics/489233/number-of-social-network-users-in-malaysia/
Stewart, N. H., Koza, A. L., Dhaon, S., Shoushtari, C., Martinez, M., & Arora, V. M. (2021). Sleep in Frontline Healthcare Workers on social media during the COVID-19 Pandemic. medRxiv.
Sudarto, F. C. (2021). Instagram as a Friend: A Phenomenology Study.
Sulistyaningtyas, T., Jaelani, J., & Suryani, Y. (2020). Power of knowledge and community social class above COVID-19 pandemic information on social media. Jurnal Komunikasi Ikatan Sarjana Komunikasi Indonesia, 5(1), 52-62.
Sulistyawati, S., Rokhmayanti, R., Aji, B., Wijayanti, S. P. M., Hastuti, S. K. W., Sukesi, T. W., & Mulasari, S. A. (2021). Knowledge, attitudes, practices and information needs during the COVID-19 pandemic in Indonesia. Risk Management and Healthcare Policy, 14, 163-175.
Taher, Y. M. (2020). Enhancing Non-Specialist Iraqi Students' Motivation and Their English Learning by Using Instagram During Covied-19 Pandemic. PalArch's Journal of Archaeology of Egypt/Egyptology, 17(7), 7989-7996.
Ting, H., Ming, P. W., Cyril de Run, E., & Yin Choo, S. (2015). Beliefs about the Use of Instagram: An Exploratory Study. International Journal of Business and Innovation, 15-32.
Tutiasari, R. P., Febriyanti, S. N., Huzain, A. F., & Nugroho, A. S. (2021). Instagram As A Cyclists' Existency Media During COVID-19 Pandemic. JOSAR (Journal of Students Academic Research), 7(1), 18-31.
Unal, C., Aslan, R., & Yilmaz, H. O. (2021). Evaluation of Knowledge about COVID-19 and Its Effect on Psychological States of University Students. European Journal of Environment and Public Health, 5(2), em0084.
Vickery, G., Wunsch-Vincent, S., & Development, O. f.-o. (2007). Participative Web and user-created content: Web 2.0, wikis and social networking. Paris: Organisation for Economic Co-operation and Development.
Xing, W., & Gao, F. (2018). Exploring the relationship between online discourse and commitment in Twitter professional learning communities. Computers & Education. , 388–398.
Yang, K., Kim, H. M., & Tanoff, L. (2020). Signaling trust: Cues from Instagram posts. Electronic Commerce Research and Applications, 43, 100998.
Ye, S., Hartmann, R. W., Soderstrom, M., Amin, M. A., Skillinghaug, B., Schembri, L. S., & Odell, L. R. (2020). Turning Information Dissipation into Dissemination: Instagram as a Communication Enhancing Tool during the COVID-19 Pandemic and Beyond. Journal of Chemical Education, 97(9), 3217-3222.
Yoruk, S., & Guler, D. (2020). The relationship between psychological resilience, burnout, stress, and sociodemographic factors with depression in nurses and midwives during the COVID?19 pandemic: A cross?sectional study in Turkey. Perspectives in psychiatric care, 57(1), 390-398.
Zabadi, H. A., Alhroub, T., Yaseen, N., & Haj-Yahya, M. (2020). Assessment of Depression Severity during COVID-19 Disease 2019 Pandemic among the Palestinian Population: A Growing Concern and an Immediate Consideration. Frontiers in Psychiatry, 11, 1-9.
Zabadi, H. A., Yaseen, N., Alhroub, T., & Haj-Yahya, M. (2021). Assessment of Quarantine Understanding and Adherence to Lockdown Measures during the COVID-19 Pandemic in Palestine: Community Experience and Evidence for Action. Frontiers in Public Health, 9, 1-11.
Zdonek, D., & Krol, K. (2021). The Impact of Sex and Personality Traits on Social Media Use during the COVID-19 Pandemic in Poland. Sustainability, 13(9), 4793.
Zuo, Y., Ma, Y., Zhang, M., Wu, X., & Ren, Z. (2021). The impact of sharing physical activity experience on social network sites on residents' social connectedness: a cross-sectional survey during COVID-19 social quarantine. Globalization and Health, 17(1), 1-12.

In-Text Citation: (Abdul et al., 2022)
To Cite this Article: Abdul, A. J., Muhammad, N. S., Harun, Z. F., Hussein, Z., & Fikry, A. (2022). Do Not Come Near Me, Mrs Rona is here: A Systematic Review on the Use of Instagram during COVID-19. International Journal of Academic Research in Accounting Finance and Management Sciences, 12(3), 187–213.