Does Lockdown Affect Online Health Information-Seeking Behaviour of COVID-19 Preventive Measures among Indonesians? A Google Trends Analysis
DOI:
https://doi.org/10.33102/uij.vol33no1.295Keywords:
COVID-19, health information-seeking behaviour, preventive measures, Google Trends, big dataAbstract
The government’s policies to respond to the rapidly spreading COVID-19 pandemic may influence the community’s health-related behaviours, including the information-seeking behaviour. This study’s primary objective was to compare the popularity of online searches among Indonesians using related terms relevant to COVID-19 preventive measures before and during/after the first Jakarta’s partial lockdown. Identification of primary search terms was conducted based on WHO’s public advice and Indonesian MOH’s relevant information. Three selected terms related to commercial commodities were “masker”, “hand sanitizer”, and “vitamin” and two terms associated with a healthy lifestyle were “cuci tangan” and “jaga jarak”. Term variations for each primary term were identified and checked for the highest hits using google.co.id website, limited to all searches, country: Indonesia, and between 30 January and 4 October 2020. The primary terms were entered into Google Trends to retrieve the term popularity during the period of 30 January-9 April 2020 and of 10 April-30 September 2020, representing the period before and during/after the first Jakarta’s partial lockdown. The results show that “masker” and “vitamin” remained the two most popular terms before and during/after the lockdown. The term “jaga jarak” reached its highest peak three days before the lockdown and then decreased and levelled off afterwards. Only two search terms resulted in statistically significant differences of popularity across all 34 Indonesia’s provinces before and during/after the lockdown, namely “vitamin” (p<0.001) and “cuci tangan” (p=0.001). The term “vitamin” was less popular during/after the forced lockdown, with mean difference d -13.7 (95% CI -17.8, -9.6), while “cuci tangan” gained more popularity, with d 10.8 (95% CI 4.8, 16.7). In conclusion, this study demonstrates that the community’s health information-seeking behaviour about the preventive measures for the on-going pandemic can be affected by the government’s action to force a lockdown.
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References
Aditya, N. R. (2020, November 10). Satgas Covid-19: Masyarakat Paling Sulit Terapkan Jaga Jarak dan Hindari Kerumunan. Kompas.Com. Retrieved from https://nasional.kompas.com/read/2020/11/10/23453501/satgas-covid-19-masyarakat-paling-sulit-terapkan-jaga-jarak-dan-hindari
Adjie, M. F. P. (2020, September 16). COVID-19: Govt advises against wearing ‘scuba’ masks, scarves over effectiveness concerns. The Jakarta Post. Retrieved from https://www.thejakartapost.com/news/2020/09/16/covid-19-govt-advises-against-wearing-scuba-masks-scarves-over-effectiveness-concerns.html
Cauchemez, S., Kiem, C. T., Paireau, J., Rolland, P., & Fontanet, A. (2020). Lockdown impact on COVID-19 epidemics in regions across metropolitan France. The Lancet, 396(10257), 1068–1069. https://doi.org/10.1016/S0140-6736(20)32034-1
Di Renzo, L., Gualtieri, P., Pivari, F., Soldati, L., Attinà, A., Cinelli, G., … De Lorenzo, A. (2020). Eating habits and lifestyle changes during COVID-19 lockdown: An Italian survey. Journal of Translational Medicine, 18(1), 1–15. https://doi.org/10.1186/s12967-020-02399-5
Ding, D., Del Pozo Cruz, B., Green, M. A., & Bauman, A. E. (2020). Is the COVID-19 lockdown nudging people to be more active: A big data analysis. British Journal of Sports Medicine, 54(20), 2019–2020. https://doi.org/10.1136/bjsports-2020-102575
Djalante, R., Lassa, J., Setiamarga, D., Sudjatma, A., Indrawan, M., Haryanto, B., … 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
Ebrahim, A., Saif, Z., Buheji, M., AlBasri, N., Al-Husaini, F., & Jahrami, H. (2020). Covid-19 Information-Seeking Behavior and Anxiety Symptoms among Parents. OSP Journal of Health Care and Medicine, 1(1), 1–9.
El Zowalaty, M. E., & Järhult, J. D. (2020). From SARS to COVID-19: A previously unknown SARS- related coronavirus (SARS-CoV-2) of pandemic potential infecting humans – Call for a One Health approach. One Health, 9(February), 100124. https://doi.org/10.1016/j.onehlt.2020.100124
Eloksari, E. A. (2020, August 14). Govt to roll out $2b for ICT development in 2021, boost inclusion. The Jakarta Post. Retrieved from https://www.thejakartapost.com/news/2020/08/14/govt-to-roll-out-rp-30t-for-ict-development-in-2021-boost-inclusion.html
Ghaliya, G. (2020, October 28). Bawaslu finds 306 health protocol violations during campaigning. The Jakarta Post. Retrieved from https://www.thejakartapost.com/news/2020/10/28/bawaslu-finds-306-health-protocol-violations-during-campaigning.html
Husnayain, A., Fuad, A., & Lazuardi, L. (2019). Correlation between Google Trends on dengue fever and national surveillance report in Indonesia. Global Health Action, 12(1). https://doi.org/10.1080/16549716.2018.1552652
Indonesia MOH. (2020a). Pencegahan Covid-19 di Tempat Kerja Era New Normal. Retrieved from https://www.kemkes.go.id/article/view/20052400003/pencegahan-covid-19-di-tempat-kerja-era-new-normal.html
Indonesia MOH. (2020b). Tingkatkan kekebalan tubuh, kurangi risiko COVID-19. Retrieved from https://pusatkrisis.kemkes.go.id/tingkatkan-kekebalan-tubuh-kurangi-risiko-covid-19
JASP Team. (2020). JASP (Version 0.14). Amsterdam, Netherland: University of Amsterdam. Retrieved from https://jasp-stats.org/
Li, J., & Zheng, H. (2020). Online InformationSeeking and Disease Prevention Intent During COVID-19 Outbreak. Journalism and Mass Communication Quarterly. https://doi.org/10.1177/1077699020961518
Lin, Y. H., Liu, C. H., & Chiu, Y. C. (2020). Google searches for the keywords of “wash hands” predict the speed of national spread of COVID-19 outbreak among 21 countries. Brain, Behavior, and Immunity, 87(April), 30–32. https://doi.org/10.1016/j.bbi.2020.04.020
Mavragani, A., Ochoa, G., & Tsagarakis, K. P. (2018). Assessing the methods, tools, and statistical approaches in Google trends research: Systematic review. Journal of Medical Internet Research, 20(11), 1–20. https://doi.org/10.2196/jmir.9366
Moreno, Á., Fuentes-Lara, C., & Navarro, C. (2020). Covid-19 communication management in Spain: Exploring the effect of information-seeking behavior and message reception in public’s evaluation. El Profesional de La Informacion, 29(4), e290402. https://doi.org/10.3145/epi.2020.jul.02
Nivette, A., Ribeaud, D., Murray, A., Steinhoff, A., Bechtiger, L., Hepp, U., … Eisner, M. (2021). Non-compliance with COVID-19-related public health measures among young adults in Switzerland: Insights from a longitudinal cohort study. Social Science and Medicine, 268(January). https://doi.org/10.1016/j.socscimed.2020.113370
Pervaiz, F., Pervaiz, M., Rehman, N. A., & Saif, U. (2012). FluBreaks: Early epidemic detection from google flu trends. Journal of Medical Internet Research, 14(5), 1–16. https://doi.org/10.2196/jmir.2102
Purnama, S. G., & Susanna, D. (2020). Attitude to COVID-19 Prevention With Large-Scale Social Restrictions (PSBB) in Indonesia: Partial Least Squares Structural Equation Modeling. Frontiers in Public Health, 8(October), 1–10. https://doi.org/10.3389/fpubh.2020.570394
Rehman, U., Shahnawaz, M. G., Khan, N. H., Kharshiing, K. D., Khursheed, M., Gupta, K., … Uniyal, R. (2020). Depression, Anxiety and Stress Among Indians in Times of Covid-19 Lockdown. Community Mental Health Journal. https://doi.org/10.1007/s10597-020-00664-x
Rossi, R., Socci, V., Talevi, D., Mensi, S., Niolu, C., Pacitti, F., … Di Lorenzo, G. (2020). COVID-19 Pandemic and Lockdown Measures Impact on Mental Health Among the General Population in Italy. Frontiers in Psychiatry, 11(August), 7–12. https://doi.org/10.3389/fpsyt.2020.00790
Santangelo, O. E., Provenzano, S., Piazza, D., Giordano, D., Calamusa, G., & Firenze, A. (2019). Digital epidemiology: Assessment of measles infection through Google Trends mechanism in Italy. Annali Di Igiene, 31(4), 385–391. https://doi.org/10.7416/ai.2019.2300
Singh, S., Roy, D., Sinha, K., Parveen, S., Sharma, G., & Joshi, G. (2020). Impact of COVID-19 and lockdown on mental health of children and adolescents : A narrative review with recommendations. Psychiatry Research Journal, 293(November).
Statista.com. (2020). Indonesia market share of search engines. Retrieved from https://www.statista.com/statistics/954420/indonesia-market-share-of-search-engines
Su, Y., Xue, J., Liu, X., Wu, P., Chen, J., Chen, C., … Zhu, T. (2020). Examining the impact of covid-19 lockdown in Wuhan and Lombardy: A psycholinguistic analysis on weibo and twitter. International Journal of Environmental Research and Public Health, 17(12), 1–10. https://doi.org/10.3390/ijerph17124552
Szmuda, T., Ali, S., Hetzger, T. V., Rosvall, P., & Słoniewski, P. (2020). Are online searches for the novel coronavirus (COVID-19) related to media or epidemiology? A cross-sectional study. International Journal of Infectious Diseases, 97, 386–390. https://doi.org/10.1016/j.ijid.2020.06.028
The Jakarta Post. (2020, October 13). Over 9,300 personnel deployed to secure Jakarta as omnibus law protests enter 2nd week. The Jakarta Post. Retrieved from https://www.thejakartapost.com/news/2020/10/13/over-9300-personnel-deployed-to-secure-jakarta-as-omnibus-law-protests-enter-2nd-week.html
Vaughan, A. (2020). Italy in lockdown. New Scientist, 245(3273), 7. https://doi.org/10.1016/s0262-4079(20)30520-0
WHO. (2020a). Coronavirus disease (COVID-19) advice for the public. Retrieved from https://www.who.int/emergencies/diseases/novel-coronavirus-2019/advice-for-public
WHO. (2020b). Coronavirus disease 2019 (COVID-19) Situation Report – 40. Retrieved from https://www.who.int/docs/default-source/coronaviruse/situation-reports/20200229-sitrep-40-covid-19.pdf?sfvrsn=849d0665_2
WHO. (2020c). Coronavirus Disease 2019 (COVID-19) World Health Situation Report - 1. Retrieved from https://www.who.int/docs/default-source/searo/indonesia/covid19/who-indonesia-situation-report-1.pdf?sfvrsn=6be5b359_0
WHO. (2020d). Coronavirus Disease 2019 (COVID-19) World Health Situation Report - 3. Retrieved from https://www.who.int/docs/default-source/searo/indonesia/covid19/who-situation-report-3-11042020.pdf?sfvrsn=1769c4fb_2
WHO. (2020e). Media Statement on confirmed COVID-19 cases. Media Statement on Confirmed COVID-19 Cases. Retrieved from https://www.who.int/indonesia/news/detail/02-03-2020-media-statement-on-covid-19
WHO. (2020f). Naming the coronavirus disease (COVID-19) and the virus that causes it. Retrieved from https://www.who.int/emergencies/diseases/novel-coronavirus-2019/technical-guidance/naming-the-coronavirus-disease-(covid-2019)-and-the-virus-that-causes-it
WHO. (2020g). WHO Director-General’s statement on IHR Emergency Committee on Novel Coronavirus (2019-nCoV). Retrieved from https://www.who.int/director-general/speeches/detail/who-director-general-s-statement-on-ihr-emergency-committee-on-novel-coronavirus-(2019-ncov)
Zhao, X., Fan, J., Basnyat, I., & Hu, B. (2020). Online Health Information Seeking Using “#COVID-19 Patient Seeking Help” on Weibo in Wuhan, China: Descriptive Study. Journal of Medical Internet Research, 22(10), e22910. https://doi.org/10.2196/22910
Zhou, P., Yang, X. Lou, Wang, X. G., Hu, B., Zhang, L., Zhang, W., … Shi, Z. L. (2020). A pneumonia outbreak associated with a new coronavirus of probable bat origin. Nature, 579(7798), 270–273. https://doi.org/10.1038/s41586-020-2012-7
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