The keyword “prenotazione vaccino” (vaccine reservation) was selected since it clearly expresses the desire to administer the dose of a vaccine. Specifically, the ability to predict the COVID-19 vaccination trend in Italy based on vaccine-related web queries is examined. Therefore, this research proposes an approach capable of targeting the hypotheses and eliminating the anomalies of Google Trends, thus reducing the likelihood of running into spurious correlations and having statistically uncertain outcomes. Furthermore, the use of effective and efficient infoveillance techniques is also necessary for any future health crises. At present, monitoring of vaccine adherence is epidemiologically essential, especially considering the growing no-vax movement.
Even considering Omicron’s more elusive variant of concern, the rates of hospitalizations, patients in intensive care units, and deaths are 10, 27, and 25 times higher for the unvaccinated, respectively. For instance, the latest report from the Italian Medicines Agency highlighted a low risk associated with vaccines despite high protection against COVID-19. Indeed, COVID-19 vaccines are essential to contain the infection, limiting the spread of new variants of concern and substantially reducing the severity of the disease. Taking the latter into account, in this brief paper, Google Trends is used to investigate vaccine adherence in Italy against COVID-19.
In this regard, various strategies have been proposed in the literature to address its weaknesses. In particular, its simplicity and efficiency make analyses much faster than other systems, such as investigating user posts via application programming interface and machine learning. Nonetheless, Google Trends remains a currently irreplaceable tool for infoveillance. Moreover, some authors have shown severe limitations in its use as a surveillance tool, including anomalies in results and mass media influence.
#Google trends 2021 full
However, past studies have been often criticized for not providing sufficient documentation to guarantee the full reproducibility of the methods. In particular, this infoveillance approach-aimed at studying distribution and determinants of information in an electronic medium, specifically the internet, or in a population, with the ultimate aim to inform public health and public policy-has been applied to various disciplines, including but not limited to psychology, economics, veterinary medicine, and pharmacy. Google Trends has often been used by the scientific community to conduct infodemiological and epidemiological analyses. For action movies, “Black Widow” was our winner.Google Trends is an online website created by Google LLC that allows the user to examine the popularity of exact search queries (keywords) in Google Search across specific regions, time lapses, and languages. And another reboot - “Space Jam” - was the top trending comedy movie.ġ6. The aptly titled “Halloween Kills” 🎃 stole the top spot among thriller movies.ġ5. Step aside, Hamilton: “In the Heights” was the top trending drama movie.ġ4.
#Google trends 2021 tv
Kids of the 90s likely appreciate that “iCarly” was the top trending TV Reboot.ġ3.
The most-searched TV Show was “Squid Game” 🦑ġ2. Speaking of TV! No yearly recap is complete without the top trending TV shows, movies, songs and celebrities. This year’s top trending fictional character outfit inspo came from “Outer Banks” character Sarah Cameron.ġ1. Have you ever binge-watched a show so hard that you ended up wanting to dress like your favorite character? Well you wouldn’t be the only one. “ Adam Sandler” was this year's top trending source of celebrity outfit envy…so maybe some quarantine style is here to stay.ġ0. Red carpets also returned this year, and “ Megan Fox” 🦊 took the top trending red carpet look.ĩ.
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