DOI: https://dx.doi.org/10.18203/2394-6040.ijcmph20214285
Published: 2021-10-27

The elections and campaign styles influence the spread of COVID-19 pandemic: lessons learned from Kerala, India

Praveenlal Kuttichira, Pulikkottil Rapheal Varghese, Presthiena Lofi E. L., Prasad A. B.

Abstract


Background: The pandemic caused by SARS-Cov-2 and its variants whack the world with overlapping waves. Kerala is the Indian state which successfully curbed the first wave of COVID-19, getting noticed when daunted by the second wave. The aim of this study was to assess the impact of two elections held in Kerala on the transmission of COVID-19 from October 1st, 2020 to May 5th, 2021.

Methods: The study employed a retrospective cross-sectional design with publicly available data. The test positivity (TPR) and daily number of cases (DNC) collected from governmental websites of Kerala, India and COVID-19 dashboards entered in MS Excel 2007 and analysed using IBM SPSS version 25. Biweekly average of TPR and DNC was analysed in descriptive statistics and DNC at different periods in the context of elections were analysed using repeated-measures ANOVA with Greenhouse-Geisser correction and post hoc test of Bonferroni correction.

Results: The findings showed that the daily number of COVID-19 cases increased after both local body and assembly elections, but a statistically significant increase was found after the assembly election [mean difference= 1069 (357.047-1782.419) at p=0.002 from the pre-election period].

Conclusions: The study revealed that the conduct of elections in stages and organizing campaigns limiting to the local area following COVID protocols had a demonstrable positive effect against the potential of pandemic spread.


Keywords


Election, Campaign, COVID-19, Pandemic, SARS-Cov-2, Test positivity

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References


Coronavirus Graphs: Worldwide Cases and Deaths- Worldometer. Available at: https://www.worldo-meters.info/coronavirus/worldwide-graphs/. Accessed on 19 May 2021.

COVID-19 Treatment Guidelines Panel. Coronavirus Disease 2019 (COVID-19) Treatment Guidelines. National Institutes of Health. Available at: https://www.COVID19treatmentguidelines. nih.gov/. Accessed on 7 May 2021.

Responding to COVID-19- learnings from Kerala. Available at: https://www.who.int/india/news/ feature-stories/detail/responding-to-COVID-19---learnings-from-kerala. Accessed on 19 May 2021.

Coronavirus in India: Latest Map and Case Count. Available at: https://www.covid19india.org/. Accessed on 19 May 2021.

GoK Dashboard. Official Kerala COVID-19 Statistics. Available at: https://dashboard.kerala.gov.in/covid/. Accessed on 19 May 2021.

Kuppalli K, Gala P, Cherabuddi K, Kalantri SP, Mohanan M, Mukherjee B, et al. India’s COVID-19 crisis: a call for international action. Lancet. 2021;397(10290):2132-5.

State Election Commission. Available at: http://sec.kerala.gov.in/index.php/Content/index/election-2020. Accessed on 19 May 2021.

Election schedule. Available at: http://sec.kerala.gov.in/images/election_shedule.pdf. Accessed on 20 May 2021.

Gul A. Kerala Voter List 2021: CEO Kerala electoral roll, new voter list with photo. PM Modi Yojana. 2021 Available at: https://pmmodiyojana.in/ kerala-voter-list/. Accessed on 19 May 2021.

CEO Kerala: General election to KLA- 2021. Available at: http://www.ceo.kerala.gov.in/ general-electionschedule2021.html. Accessed on 20 May 2021.

Kerala local body elections: Final phase today; 9 million voters to exercise their franchise. Hindustan Times. 2020. Available at: https://www.hindustan-times.com/india-news/kerala-local-body-elections-final-phase-today-9-million-voters-to-exercise-their-franchise/story-AS8IOz0UvwWvQr5T5DOXaI.html. Accessed on 19 May 2021.

Kerala Assembly election 2021: Full list of 140 constituencies set to vote in single-phased poll on 6 April-Politics News, Firstpost. 2021. Available at: https://www.firstpost.com/politics/kerala-assembly-election-2021-full-list-of-140-constituencies-set-to-vote-in-single-phased-poll-on-6-april-9494451.html. Accessed on 19 May 2021.

How Countries Are Holding Elections During the COVID-19 Pandemic. Council on Foreign Relations. Available at: https://www.cfr.org/ backgrounder/how-countries-are-holding-elections-during-COVID-19-pandemic. Accessed on 21 May 2021.

Elections During a Pandemic: South Korea Shows How to Safely Hold a National Election During The COVID-19 Crisis. Wilson Center. Available at: https://www.wilsoncenter.org/blog-post/elections-during-pandemic-south-korea-shows-how-safely-hold-national-election-during. Accessed on 21 May 2021.

Anand G. Kerala Assembly Elections. Stormy campaign draws to an end. The Hindu. 2021 Apr 5. Available at: https://www.thehindu.com/elections/ kerala-assembly/stormy-campaign-draws-to-an-end-in-kerala/article34239228.ece. Accessed on 21 May 2021.

Kerala polls. Campaigning ends, parties to put the finishing touches to voting-day strategies. OnManorama. Available at: https://www.onmano rama.com/news/kerala/2021/04/04/kerala-election-news-final-day-public-campaign.html. Accessed on 21 May 2021.

Jacob J. Why Kerala is not following COVID protocols. India Today. Available at: https://www. indiatoday.in/india-today-insight/story/why-kerala-is-not-following-COVID-protocols-1795236-2021-04-26. Accessed on 19 May 2021.