Connected Academics: Bibliometric and Systematic Review on the Use of Social Media in COVID-19 Research in Bangladesh

Öz

The role of social media is an arguable issue during the coronavirus outbreak (COVID-19). In Bangladesh, the use of social media has increased considerably over the last few years. The study explored the use of social media for COVID-19 research within the context of Bangladesh. By putting together, a bibliometric analysis and a systematic review, we analyzed 50 documents in this area. Our findings indicate that mental health, misinformation, physical health, education, and prevention are the major research topics in this area. The study revealed that Bangladeshi researchers used social media to gather data and analyze social media content. The study also found that the survey was the most widely used methodology for pandemic research. Moreover, MAMUN MA, ISLAM MS and SIKDER MT have been identified as the most influential authors in this domain. The findings can help future researchers better understand social media's role and suggest new research areas.

Anahtar Kelimeler

• Covid-19
• Social Media
• Bangladesh
• Bibliometric Analysis and Systematic Review

İrtibattaki Akademisyenler: COVID-19 Esnasında Bangladeş'te Sosyal Medyada Bibliyometrik ve Sistematik İnceleme

Öz

Koronavirüs salgını (COVID-19) sırasında sosyal medyanın rolü tartışılabilir bir ‎konudur. Bangladeş'te sosyal medya kullanımı son birkaç yılda önemli ölçüde arttı. ‎Çalışma, Bangladeş bağlamında COVID-19 araştırması için sosyal medyanın ‎kullanımını araştırdı. Bibliyometrik analiz ve sistematik incelemeyi bir araya ‎getirerek bu alandaki 50 belgeyi incelemiştir Bulgularımız ruh sağlığı, yanlış ‎bilgilendirme, fiziksel sağlık, eğitim ve korunmanın bu alandaki başlıca araştırma ‎konuları olduğunu göstermektedir. Araştırma, Bangladeşli araştırmacıların sosyal ‎medyayı veri toplamak ve sosyal medya içeriğini analiz etmek için kullandığını ‎ortaya koymuştur. Çalışma ayrıca, anketin pandemi araştırmaları için en yaygın ‎kullanılan metodoloji olduğuna ulaşmıştır. Ayrıca MAMUN MA, ISLAM MS ve ‎SIKDER MT bu alanda en etkili yazarlar olarak belirlenmiştir. Bulgular, ‎gelecekteki araştırmacıların sosyal medyanın rolünü daha iyi anlamasına ve yeni ‎araştırma alanları önermesine yardımcı olabilir.‎

Anahtar Kelimeler

• Covid-19
• Sosyal Medya
• Bangladeş
• Bibliyometrik Analiz ve Sistematik İnceleme

Kaynakça

1. 1. Abedin, M., Islam, M. A., Rahman, F. N., Reza, H. M., Hossain, M. Z., Hossain, M. A., … Hossain, A. (2021). Willingness to vaccinate against COVID-19 among Bangladeshi adults: Understanding the strategies to optimize vaccination coverage. PLOS ONE, 16(4). https://doi.org/10.1371/journal.pone.0250495
2. 2. Ahmed, M. S., Aurpa, T. T., & Anwar, M. M. (2021). Detecting sentiment dynamics and clusters of Twitter users for trending topics in COVID-19 pandemic. PLOS ONE, 16(8). https://doi.org/10.1371/journal.pone.0253300
3. 3. Al-Zaman, M. S. (2021a). Prevalence and source analysis of COVID-19 misinformation in 138 countries. IFLA JOURNAL-INTERNATIONAL FEDERATION OF LIBRARY ASSOCIATIONS. https://doi.org/10.1177/03400352211041135
4. 4. Al-Zaman, M. S. (2021b). Social media and COVID-19 misinformation: how ignorant Facebook users are? HELIYON, 7(5). https://doi.org/10.1016/j.heliyon.2021.e07144
5. 5. al Mamun, F., Hosen, I., Misti, J. M., Kaggwa, M. M., & Mamun, M. A. (2021). Mental Disorders of Bangladeshi Students During the COVID-19 Pandemic: A Systematic Review. PSYCHOLOGY RESEARCH AND BEHAVIOR MANAGEMENT, 14, 645–654. https://doi.org/10.2147/PRBM.S315961
6. 6. Alam, M. K., Bin Ali, F., Banik, R., Yasmin, S., & Salma, N. (n.d.). Assessing the mental health condition of home-confined university level students of Bangladesh due to the COVID-19 pandemic. JOURNAL OF PUBLIC HEALTH-HEIDELBERG. https://doi.org/10.1007/s10389-021-01542-w
7. 7. Ali, M., Uddin, Z., Banik, P. C., Hegazy, F. A., Zaman, S., Ambia, A. S. M., … Ahsan, G. U. (2021). Knowledge, Attitude, Practice, and Fear of COVID-19: an Online-Based Cross-cultural Study. INTERNATIONAL JOURNAL OF MENTAL HEALTH AND ADDICTION. https://doi.org/10.1007/s11469-021-00638-4
8. 8. Almotawa, T., & Aljabri, D. (2020). Role of Social Media in Creating Awareness during COVID-19 Pandemic.

9. 9. Arafat, S. M. Y., Kar, S. K., Menon, V., Alradie-Mohamed, A., Mukherjee, S., Kaliamoorthy, C., & Kabir, R. (2020). Responsible Factors of Panic Buying: An Observation From Online Media Reports. FRONTIERS IN PUBLIC HEALTH, 8. https://doi.org/10.3389/fpubh.2020.603894
10. 10. Archambault, É., Campbell, D., Gingras, Y., & Larivière, V. (2009). Comparing bibliometric statistics obtained from the Web of Science and Scopus. Journal of the American Society for Information Science and Technology, 60(7), 1320–1326. 11. Azlan, A. A., Hamzah, M. R., Sern, T. J., Ayub, S. H., & Mohamad, E. (2020). Public knowledge, attitudes and practices towards COVID-19: A cross-sectional study in Malaysia. Plos One, 15(5), e0233668.
11. 12. Banerjee, D., Vaishnav, M., Sathyanarayana Rao, T. S., Raju, M. S. V. K., Dalal, P. K., Javed, A., … Jagiwala, M. P. (2020). Impact of the COVID-19 pandemic on psychosocial health and well-being in South-Asian (World Psychiatric Association zone 16) countries: A systematic and advocacy review from the Indian Psychiatric Society. INDIAN JOURNAL OF PSYCHIATRY, 62(9, 3), 343–353.
12. https://doi.org/10.4103/psychiatry.IndianJPsychiatry\_1002\_20 13. Bangladesh charts 9m new social media users. (2021, April 26). Dhaka Tribune. Retrieved from https://www.dhakatribune.com/
13. 14. Baniamin, H. M. (2021). Citizens' Initiatives for Crisis Management and the Use of Social Media: An Analysis of COVID-19 Crisis in Bangladesh. PUBLIC ORGANIZATION REVIEW. https://doi.org/10.1007/s11115-021-00534-4
14. 15. Basher, S. A., & Haque, A. K. E. (2021). Public policy lessons from the Covid-19 outbreak: How to deal with it in the post-pandemic world? JOURNAL OF SOCIAL AND ECONOMIC DEVELOPMENT, 23(SUPPL 2, 2, SI), 234–247. https://doi.org/10.1007/s40847-020-00118-w
15. 16. Begum, D., Roknuzzaman, M., & Shobhanee, M. E. (2021). Public libraries' responses to a global pandemic: Bangladesh perspectives. IFLA JOURNAL-INTERNATIONAL FEDERATION OF LIBRARY ASSOCIATIONS. https://doi.org/10.1177/03400352211041138
16. 17. Booth, A., Sutton, A., & Papaioannou, D. (2016). Systematic approaches to a successful literature review.
17. 18. Casado-Aranda, L.-A., Sanchez-Fernandez, J., & Viedma-del-Jesus I, M. (2021). Analysis of the scientific production of the effect of COVID-19 on the environment: A bibliometric study. ENVIRONMENTAL RESEARCH, 193. https://doi.org/10.1016/j.envres.2020.110416
18. 19. Chao, M., Xue, D., Liu, T., Yang, H., & Hall, B. J. (2020). Media use and acute psychological outcomes during COVID-19 outbreak in China. Journal of Anxiety Disorders, 74, 102248.
19. 20. Cook, D. J., Mulrow, C. D., & Haynes, R. B. (1997). Systematic reviews: synthesis of best evidence for clinical decisions. Annals of Internal Medicine, 126(5), 376–380.
20. 21. Cowley, L. A., Afrad, M. H., Rahman, S. I. A., Al Mamun, M. M., Chin, T., Mahmud, A., … Shirin, T. (2021). Genomics, social media and mobile phone data enable mapping of SARS-CoV-2 lineages to inform health policy in Bangladesh. NATURE MICROBIOLOGY. https://doi.org/10.1038/s41564-021-00955-3
21. 22. Das, D. B. C., Bhuiyan, S. I., Ullah, A. S. M. W., Alam, M. Z., Mostofa, G. G., Hasan, K. Z., … Alauddin, M. (2021). COMMUNITY PEOPLE PREPAREDNESS AND RESPONSE ON PREVENTION AND CONTROL OF COVID-19 BEST PRACTICE IN BANGLADESH. ASIA PACIFIC JOURNAL OF HEALTH MANAGEMENT, 15(4), 98–105. https://doi.org/10.24083/apjhm.v15i4.499
22. 23. Dhanani, L. Y., & Franz, B. (2020). Unexpected public health consequences of the COVID-19 pandemic: a national survey examining anti-Asian attitudes in the USA. International Journal of Public Health, 65(6), 747-754.
23. 24. Ferdous, M. Z., Islam, M. S., Sikder, M. T., Mosaddek, A. S. M., Zegarra-Valdivia, J. A., & Gozal, D. (2020). Knowledge, attitude, and practice regarding COVID-19 outbreak in Bangladesh: An online-based cross-sectional study. PLOS ONE, 15(10). https://doi.org/10.1371/journal.pone.0239254
24. 25. Fu, H., Hereward, M., MacFeely, S., Me, A., & Wilmoth, J. (2020). How COVID-19 is changing the world: A statistical perspective from the Committee for the Coordination of Statistical activities. Statistical Journal of the IAOS, (Preprint), 1–10.
25. 26. Grant, M. J., & Booth, A. (2009). A typology of reviews: an analysis of 14 review types and associated methodologies. Health Information & Libraries Journal, 26(2), 91–108.
26. 27. Holmes, E. A., O'Connor, R. C., Perry, V. H., Tracey, I., Wessely, S., Arseneault, L., … Everall, I. (2020). Multidisciplinary research priorities for the COVID-19 pandemic: a call for action for mental health science. The Lancet Psychiatry, 7(6), 547–560.
27. 28. Hosen, I., al Mamun, F., Sikder, M. T., Abbasi, A. Z., Zou, L., Guo, T., & Mamun, M. A. (2021). Prevalence and Associated Factors of Problematic Smartphone Use During the COVID-19 Pandemic: A Bangladeshi Study. RISK MANAGEMENT AND HEALTHCARE POLICY, 14, 3797–3805. https://doi.org/10.2147/RMHP.S325126
28. 29. Hossain, M. I., Mehedi, N., Ahmad, I., Ali, I., & Azman, A. (2021). Psychosocial stress and trauma during the COVID-19 pandemic: Evidence from Bangladesh. ASIAN SOCIAL WORK AND POLICY REVIEW, 15(2), 145–159. https://doi.org/10.1111/aswp.12227
29. 30. Hossain, M. T., Ahammed, B., Chanda, S. K., Jahan, N., Ela, M. Z., & Islam, M. N. (2020). Social and electronic media exposure and generalized anxiety disorder among people during COVID-19 outbreak in Bangladesh: A preliminary observation. PLOS ONE, 15(9). https://doi.org/10.1371/journal.pone.0238974
30. 31. Islam, A. K. M. N., Laato, S., Talukder, S., & Sutinen, E. (2020). Misinformation sharing and social media fatigue during COVID-19: An affordance and cognitive load perspective. TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 159. https://doi.org/10.1016/j.techfore.2020.120201
31. 32. Islam, M. M., Islam, M. M., Ahmed, F., & Rumana, A. S. (2021). Creative social media use for Covid-19 prevention in Bangladesh: a structural equation modeling approach. SOCIAL NETWORK ANALYSIS AND MINING, 11(1). https://doi.org/10.1007/s13278-021-00744-0
32. 33. Islam, M. S., Kamal, A.-H. M., Kabir, A., Southern, D. L., Khan, S. H., Hasan, S. M. M., … Seale, H. (2021). COVID-19 vaccine rumors and conspiracy theories: The need for cognitive inoculation against misinformation to improve vaccine adherence. PLOS ONE, 16(5). https://doi.org/10.1371/journal.pone.0251605
33. 34. Islam, M. S., Sarkar, T., Khan, S. H., Kamal, A.-H. M., Hasan, S. M. M., Kabir, A., … Seale, H. (2020). COVID-19-Related Infodemic and Its Impact on Public Health: A Global Social Media Analysis. AMERICAN JOURNAL OF TROPICAL MEDICINE AND HYGIENE, 103(4), 1621–1629. https://doi.org/10.4269/ajtmh.20-0812
34. 35. Islam, M. S., Sujan, M. S. H., Tasnim, R., Mohona, R. A., Ferdous, M. Z., Kamruzzaman, S., … Pontes, H. M. (2021). Problematic Smartphone and Social Media Use Among Bangladeshi College and University Students Amid COVID-19: The Role of Psychological Well-Being and Pandemic Related Factors. FRONTIERS IN PSYCHIATRY, 12. https://doi.org/10.3389/fpsyt.2021.647386
35. 36. Khan, Asaduzzaman, Uddin, R., & Islam, S. M. S. (2019). Social media use is associated with sleep duration and disturbance among adolescents in Bangladesh. Health Policy and Technology, 8(3), 313–315.
36. 37. Khan, Ashraf, Hassan, M. K., Paltrinieri, A., Dreassi, A., & Bahoo, S. (2020). A bibliometric review of takaful literature. International Review of Economics & Finance, 69, 389–405.
37. 38. Khan, Ayatullah, Kabir, K. H., Hasan, K., Acharyya, R. N., Islam, M., Sultana, R., … Al Imran, S. (2021). Mental health impacts of COVID-19 outbreak and associated drivers among university students in Bangladesh. MINERVA PSYCHIATRY, 62(2), 55–64. https://doi.org/10.23736/S2724-6612.20.02108-1
38. 39. Khan, K. S., Ter Riet, G., Glanville, J., Sowden, A. J., & Kleijnen, J. (2001). Undertaking systematic reviews of research on effectiveness: CRD's guidance for carrying out or commissioning reviews. NHS Centre for Reviews and Dissemination.
39. 40. Kundu, S., Al Banna, M. H., Sayeed, A., Begum, M. R., Brazendale, K., Hasan, M. T., … Khan, M. S. I. (2021). Knowledge, attitudes, and preventive practices toward the COVID-19 pandemic: an online survey among Bangladeshi residents. JOURNAL OF PUBLIC HEALTH-HEIDELBERG. https://doi.org/10.1007/s10389-021-01636-5
40. 41. Lazzini, A., Lazzini, S., Balluchi, F., & Mazza, M. (2021). Emotions, moods and hyperreality: social media and the stock market during the first phase of COVID-19 pandemic. Accounting, Auditing & Accountability Journal.
41. 42. Liu, P. L. (2020). COVID-19 information seeking on digital media and preventive behaviors: the mediation role of worry. Cyberpsychology, Behavior, and Social Networking, 23(10), 677–682.
42. 43. Malik, F.-T.-N., Ishraquzzaman, M., Kalimuddin, M., Choudhury, S., Ahmed, N., Badiuzzaman, M., … Al Mamun, M. A. (2020). Clinical Presentation, Management and In-Hospital Outcome of Healthcare Personnel With COVID-19 Disease. CUREUS, 12(8). https://doi.org/10.7759/cureus.10004
43. 44. Mamun, M. A. (2021a). Exploring factors in fear of COVID-19 and its GIS-based nationwide distribution: the case of Bangladesh. BJPSYCH OPEN, 7(5). https://doi.org/10.1192/bjo.2021.984
44. 45. Mamun, M. A. (2021b). Suicide and Suicidal Behaviors in the Context of COVID-19 Pandemic in Bangladesh: A Systematic Review. PSYCHOLOGY RESEARCH AND BEHAVIOR MANAGEMENT, 14, 695–704. https://doi.org/10.2147/PRBM.S315760
45. 46. Mamun, M. A., Akter, T., Zohra, F., Sakib, N., Bhuiyan, A. K. M. I., Banik, P. C., & Muhit, M. (2020). Prevalence and risk factors of COVID-19 suicidal behavior in Bangladeshi population: are healthcare professionals at greater risk? HELIYON, 6(10). https://doi.org/10.1016/j.heliyon.2020.e05259
46. 47. Mamun, M. A., Sakib, N., Gozal, D., Bhuiyan, A. I., Hossain, S., Bodrud-Doza, … Pakpour, A. H. (2021). The COVID-19 pandemic and serious psychological consequences in Bangladesh: A population-based nationwide study. JOURNAL OF AFFECTIVE DISORDERS, 279, 462–472. https://doi.org/10.1016/j.jad.2020.10.036
47. 48. Marzo, R. R., Singh, A., & Mukti, R. F. (2021). A survey of psychological distress among Bangladeshi people during the COVID-19 pandemic. CLINICAL EPIDEMIOLOGY AND GLOBAL HEALTH, 10. https://doi.org/10.1016/j.cegh.2020.100693
48. 49. Mathrani, A., Sarvesh, T., & Umer, R. (2021). Digital divide framework: online learning in developing countries during the COVID-19 lockdown. GLOBALIZATION SOCIETIES AND EDUCATION. https://doi.org/10.1080/14767724.2021.1981253
49. 50. Merigó, J. M., Mas-Tur, A., Roig-Tierno, N., & Ribeiro-Soriano, D. (2015). A bibliometric overview of the Journal of Business Research between 1973 and 2014. Journal of Business Research, 68(12), 2645–2653.
50. 51. Musa, M. N., & Husna, M. (2021). Will the mRNA Vaccines Interfere with One's DNA? BANGLADESH JOURNAL OF MEDICAL SCIENCE, 20(2), 463–464. https://doi.org/10.3329/bjms.v20i2.51567
51. 52. Ozdemir, M. (2020). The Cultural Change of the Perception of Elderliness During Coronavirus Outbreak. MILLI FOLKLOR, (127), 46–58.
52. 53. Pasadeos, Y., & Renfro, B. (1992). A bibliometric analysis of public relations research. Journal of Public Relations Research, 4(3), 167–187.
53. 54. Qiu, R. T. R., Park, J., Li, S., & Song, H. (2020). Social costs of tourism during the COVID-19 pandemic. Annals of Tourism Research, 84, 102994.
54. 55. Rahman, M. A., Hoque, N., Alif, S. M., Salehin, M., Islam, S. M. S., Banik, B., … Cross, W. (2020). Factors associated with psychological distress, fear and coping strategies during the COVID-19 pandemic in Australia. GLOBALIZATION AND HEALTH, 16(1). https://doi.org/10.1186/s12992-020-00624-w
55. 56. Rahman, M. S., Alam, M. A., Salekin, S., Belal, M. A. H., & Rahman, M. S. (2021). The COVID-19 pandemic: A threat to forest and wildlife conservation in Bangladesh? TREES FORESTS AND PEOPLE, 5. https://doi.org/10.1016/j.tfp.2021.100119
56. 57. Rashid, A. A., Idris, M. I., Zulkiflee, N. S., Yahaya, A. Y., & Ramesh, P. (2021). The Correlation of Social Media Activity and Engagement of a Health NGO with the Outcome of Fundraising Efforts During the COVID-19 Pandemic. BANGLADESH JOURNAL OF MEDICAL SCIENCE, 20(SI), S148–S154. https://doi.org/10.3329/bjms.v20i5.55419
57. 58. Rasul, G., Nepal, A. K., Hussain, A., Maharjan, A., Joshi, S., Lama, A., … Sharma, E. (2021). Socio-Economic Implications of COVID-19 Pandemic in South Asia: Emerging Risks and Growing Challenges. FRONTIERS IN SOCIOLOGY, 6. https://doi.org/10.3389/fsoc.2021.629693
58. 59. Rasul, T., & Hoque, M. R. (2020). A review of social media research in the tourism and hospitality Industry through the lens of social structure. Tourism Recreation Research, 45(3), 425–427.
59. 60. Ripon, R. K., Mim, S. S., Puente, A. E., Hossain, S., Babor, M. M. H., Sohan, S. A., & Islam, N. (2020). COVID-19: psychological effects on a COVID-19 quarantined population in Bangladesh. HELIYON, 6(11). https://doi.org/10.1016/j.heliyon.2020.e05481
60. 61. 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 behavior towards the COVID-19 pandemic in Bangladesh: A web-based cross-sectional study. DIABETES \& METABOLIC SYNDROME-CLINICAL RESEARCH \& REVIEWS, 15(5). https://doi.org/10.1016/j.dsx.2021.102206
61. 62. Shek, D. T. L. (2021). COVID-19 and quality of life: Twelve reflections. Applied Research in Quality of Life, 16(1), 1–11.
62. 63. Sikdar, K. M. Y. K., Anjum, J., Bahar, N. B., Muni, M., Hossain, S. M. R., Munia, A. T., & Al-Hossain, A. S. M. M. (2021). Evaluation of sleep quality, psychological states and subsequent self-medication practice among the Bangladeshi population during Covid-19 pandemic. CLINICAL EPIDEMIOLOGY AND GLOBAL HEALTH, 12. https://doi.org/10.1016/j.cegh.2021.100836
63. 64. Wright R, Brand R, Dunn W, Spindler K. (2007). How to write a systematic review. Clin Orthop Relat Res. 455:23–29. http://www.ncbi.nlm.nih.gov/pubmed/17279036
64. 65. Yesmin, S., & Ahmed, S. M. Z. (2021). Infodemic surrounding COVID-19: Can LIS students recognize and categorize ``problematic information{"} types on social media? DIGITAL LIBRARY PERSPECTIVES. https://doi.org/10.1108/DLP-03-2021-0020