Behaviour of Face Masks Search for Covid-19 Prevention in Indonesia: Trend and Policy Analysis
Abstract
The studies on the Google searching behavior of face masks can be counted as evidence of how far the netizens’ enthusiasm for increasing their knowledge of the proper use of face masks. This current study aimed to analyze the trends in online searching behavior for face masks to prevent Covid-19 in Indonesia. This was conducted quantitatively utilizing Google search trends regarding the comparison between face mask types, including cloth masks, medical masks, and N95 masks in Indonesia after the first case of Covid-19. The mapping of sub-regions with the largest Google Trends filter category was also illustrated in this study. A time-trend analysis was conducted from Google data by describing several policy implementations, including social distancing and transition periods. A correlation analysis was performed by comparing the number of searches for face masks and the total number of Covid-19 cases. It was found that searching for all types of face masks increased in the early stage of the pandemic in Indonesia, while the trend later decreased. After implementing the social distancing policy, the results suggest that searches for cloth masks ranked highest. The increasing number of Covid-19 confirmed cases reduced the tendency of searching behavior for face masks in the category of cloth masks (r2 = -0.1730), medical masks (r2 = -0.1736), and N95 masks (r2 = -0.4329) at p-value <0.05. This study illustrates that the existence of a mandatory policy to use masks will increase mask-seeking behavior in Indonesia.
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Annas, S., Pratama, M. I., Rifandi, M., Sanusi, W., & Side, S. (2020). Stability analysis and numerical simulation of SEIR model for pandemic COVID-19 spread in Indonesia. Chaos, Solitons & Fractals, 139, 110072. https://doi.org/10.1016/j.chaos.2020.110072
Aungsuroch, Y., Juanamasta, I. G., & Gunawan, J. (2020). Experiences of patients with coronavirus in the COVID-19 pandemic era in Indonesia. Asian Journal for Public Opinion Research, 8(3), 377–392. https://doi.org/10.15206/ajpor.2020.8.3.377
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. https://doi.org/10.1371/journal.pone.0233668
Cacciamani, G. E., Bassi, S., Sebben, M., Marcer, A., Russo, G. I., Cocci, A., Dell’Oglio, P., Medina, L. G., Nassiri, N., Tafuri, A., Abreu, A., Porcaro, A. B., Briganti, A., Montorsi, F., Gill, I. S., & Artibani, W. (2020). Consulting “Dr. Google” for Prostate Cancer Treatment Options: A Contemporary Worldwide Trend Analysis. European Urology Oncology, 3(4), 481–488. https://doi.org/10.1016/j.euo.2019.07.002
Cheng, K. K., Lam, T. H., & Leung, C. C. (2022). Wearing face masks in the community during the COVID-19 pandemic: altruism and solidarity. The Lancet, 399(10336), e39-e40. https://doi.org/10.1016/S0140-6736(20)30918-1
Cheng, V. C. C., Wong, S. C., Chuang, V. W. M., So, S. Y. C., Chen, J. H. K., Sridhar, S., To, K. K. W., Chan, J. F. W., Hung, I. F. N., Ho, P. L., & Yuen, K. Y. (2020). The role of community-wide wearing of face mask for control of coronavirus disease 2019 (COVID-19) epidemic due to SARS-CoV-2. Journal of Infection, 81(1), 107-114. https://doi.org/10.1016/j.jinf.2020.04.024
Chu, D. K., Akl, E. A., Duda, S., Solo, K., Yaacoub, S., Schünemann, H. J., & Urgent, C.-S. (2020). Articles Physical distancing , face masks , and eye protection to prevent person-to-person transmission of SARS-CoV-2 and COVID-19 : a systematic review and meta-analysis. Lancet, 395(10242), 1973–1987. https://doi.org/10.1016/S0140-6736(20)31142-9
Djalante, R., Lassa, J., Setiamarga, D., Sudjatma, A., Indrawan, M., Haryanto, B., Mahfud, C., Sinapoy, M. S., Djalante, S., Rafliana, I., Gunawan, L. A., Surtiari, G. A. K., & Warsilah, H. (2020). Review and analysis of current responses to COVID-19 in Indonesia: Period of January to March 2020. Progress in Disaster Science, 6, 100091. https://doi.org/10.1016/j.pdisas.2020.100091
Eikenberry, S. E., Mancuso, M., Iboi, E., Phan, T., Eikenberry, K., Kuang, Y., Kostelich, E., & Gumel, A. B. (2020). To mask or not to mask: Modeling the potential for face mask use by the general public to curtail the COVID-19 pandemic. Infectious disease modelling, 5, 293-308. https://doi.org/10.1016/j.idm.2020.04.001
Furnaz, S., Baig, N., Ali, S., Rizwan, S., Khawaja, U. A., Usman, M. A., Haque, M. T. U., Rizwan, A., Ali, F., & Karim, M. (2022). Knowledge, attitude and practice of wearing mask in the population presenting to tertiary hospitals in a developing country. PloS One, 17(3), e0265328. https://doi.org/10.1371/journal.pone.0265328
Goh, Y., Tan, B. Y. Q., Bhartendu, C., Ong, J. J. Y., & Sharma, V. K. (2020). The face mask: How a real protection becomes a psychological symbol during Covid-19? Brain, Behavior, and Immunity, 88(June), 1–5. https://doi.org/10.1016/j.bbi.2020.05.060
Government of DKI Jakarta. (2020). Keputusan Gubernur Nomor 647 Tahun 2020 tentang Perpanjangan Pemberlakuan, Tahapan, dan Pelaksanaan Kegiatan/Aktivitas Pembatasan Sosial Berskala Besar pada Masa Transisi Menuju Masyarakat Sehat, Aman, dan Produktif. The Government of Jakarta. https://covid19.hukumonline.com/wp-content/uploads/2020/07/keputusan_gubernur_dki_jakarta_nomor_647_tahun_2020.pdf
Hartanto, B. W., & Mayasari, D. S. (2021). Environmentally friendly non-medical mask: An attempt to reduce the environmental impact from used masks during COVID 19 pandemic. Science of the Total Environment, 760, 144143. https://doi.org/10.1016/j.scitotenv.2020.144143
Howard, M. C. (2020). Understanding face mask use to prevent coronavirus and other illnesses: Development of a multidimensional face mask perceptions scale. British Journal of Health Psychology, bjhp.12453. https://doi.org/10.1111/bjhp.12453
Jalloh, M. F., Nur, A. A., Nur, S. A., Winters, M., Bedson, J., Pedi, D., Prybylski, D., Namageyo-Funa, A., Hageman, K. M., & Baker, B. J. (2021). Behaviour adoption approaches during public health emergencies: implications for the COVID-19 pandemic and beyond. BMJ global health, 6(1), e004450. http://dx.doi.org/10.1136/bmjgh-2020-004450
Kampf, G., Scheithauer, S., Lemmen, S., Saliou, P., & Suchomel, M. (2020). COVID-19-associated shortage of alcohol-based hand rubs , face masks , medical gloves , and gowns : proposal for a risk-adapted approach to ensure patient and healthcare worker safety. Journal of Hospital Infection, 105(3), 424–427. https://doi.org/10.1016/j.jhin.2020.04.041
Kemal, R. A., & Anggraini, D. (2022). Possible Cases of SARS-CoV-2 Reinfection In Pekanbaru, Indonesia. Acta Medica Indonesiana, 54(1), 107–113. https://www.actamedindones.org/index.php/ijim/article/view/1789
Lepelletier, D., Grandbastien, B., Romano-bertrand, S., & Aho, S. (2020). What face mask for what use in the context of the COVID-19 pandemic ? The French guidelines. Journal of Hospital Infection, 105(3), 414–418. https://doi.org/10.1016/j.jhin.2020.04.036
Lotto, M., Ayala Aguirre, P. E., Rios, D., Andrade Moreira Machado, M. A., Pereira Cruvinel, A. F., & Cruvinel, T. (2017). Analysis of the interests of Google users on toothache information. PloS One, 12(10), e0186059. https://doi.org/10.1371/journal.pone.0186059
MacIntyre, C. R., Seale, H., Dung, T. C., Hien, N. T., Nga, P. T., Chughtai, A. A., Rahman, B., Dwyer, D. E., & Wang, Q. (2015). A cluster randomised trial of cloth masks compared with medical masks in healthcare workers. BMJ Open, 5(4), e006577. https://doi.org/10.1136/bmjopen-2014-006577
Mondia, M. W. L., Espiritu, A. I., & Jamora, R. D. G. (2022). Brain Tumor Infodemiology: Worldwide Online Health-Seeking Behavior Using Google Trends and Wikipedia Pageviews. Frontiers in Oncology, 12, 855534. https://doi.org/10.3389/fonc.2022.855534
Muslih, M., Susanti, H. D., Rias, Y. A., & Chung, M.-H. (2021). Knowledge, attitude, and practice of indonesian residents toward covid-19: A cross-sectional survey. International Journal of Environmental Research and Public Health, 18(9), 4473. https://doi.org/10.3390/ijerph18094473
Natnael, T., Alemnew, Y., Berihun, G., Abebe, M., Andualem, A., Ademe, S., Tegegne, B., & Adane, M. (2021). Facemask wearing to prevent COVID-19 transmission and associated factors among taxi drivers in Dessie City and Kombolcha Town, Ethiopia. PloS One, 16(3), e0247954. https://doi.org/10.1371/journal.pone.0247954
Rosha, B. C., Suryaputri, I. Y., Irawan, I. R., Arfines, P. P., & Triwinarto, A. (2021). Factors Affecting Public Non-compliance With Large-scale Social Restrictions to Control COVID-19 Transmission in Greater Jakarta, Indonesia. Journal of Preventive Medicine and Public Health, 54(4), 221. https://doi.org/10.3961%2Fjpmph.21.101
Rovetta, A., & Castaldo, L. (2022). A new infodemiological approach through Google Trends: longitudinal analysis of COVID-19 scientific and infodemic names in Italy. BMC Medical Research Methodology, 22(1), 1–14. https://doi.org/10.1186/s12874-022-01523-x
Roy, D., Tripathy, S., Kar, S. K., Sharma, N., Verma, S. K., & Kaushal, V. (2020). Study of knowledge, attitude, anxiety & perceived mental healthcare need in Indian population during COVID-19 pandemic. Asian Journal of Psychiatry, 51, 102083. https://doi.org/10.1016/j.ajp.2020.102083
Sari, D. K., Amelia, R., Dharmajaya, R., Sari, L. M., & Fitri, N. K. (2021). Positive correlation between general public knowledge and attitudes regarding COVID-19 outbreak 1 month after first cases reported in Indonesia. Journal of Community Health, 46(1), 182–189. https://doi.org/10.1007/s10900-020-00866-0
Schneider, A. B., & Leonard, B. (2022). From anxiety to control: Mask‐wearing, perceived marketplace influence, and emotional well‐being during the COVID‐19 pandemic. Journal of Consumer Affairs, 56(1), 97-119. https://doi.org/10.1111/joca.12412
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. https://doi.org/10.2147%2FRMHP.S288579
Suwantika, A. A., Dhamanti, I., Suharto, Y., Purba, F. D., & Abdulah, R. (2022). The cost-effectiveness of social distancing measures for mitigating the COVID-19 pandemic in a highly-populated country: A case study in Indonesia. Travel Medicine and Infectious Disease, 45, 102245. https://doi.org/10.1016/j.tmaid.2021.102245
Supinganto, A., Pramana, C., Sirait, L. I., Kumalasari, M. L. F., Hadi, M. I., Ernawati, K., Staryo, N. A., Suprayitno, E., Utami, K., & Hadi, S. P. I. (2021). The use of masks, as an effective method in preventing the transmission of the COVID-19, during pandemic and the new Normal Era: A review. International Journal of Pharmaceutical Research. 14(4). https://doi.org/10.31838/ijpr/2021.13.02.113
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