The Influence of Mass Media on Italian Web Users during COVID-19: an Infodemiological Analysis. (Preprint)

2021 ◽  
Author(s):  
Alessandro Rovetta ◽  
Lucia Castaldo
Keyword(s):  
Mass Media ◽  
Google Trends ◽  
The Novel ◽  
Average Correlation ◽  
Web Searches ◽  
Information Giving ◽  
The Press ◽  
Novel Coronavirus ◽  
The Impact ◽  
The Web

BACKGROUND Alongside the COVID-19 pandemic, the world has had to face a growing infodemic, which has caused severe damage to economic and health systems and has often compromised the effectiveness of infection containment regulations. Although this has spread mainly through social media, there are numerous occasions in which the mass media have shared dangerous information, giving resonance to statements without a scientific basis. For these reasons, infoveillance and infodemiology methods are increasingly exploited to monitor online information traffic. The same tools have also been used to make epidemiological predictions. Among these, Google Trends - a service by GoogleTM that quantifies the web interest of users in the form of relative search volume - has often been adopted by the scientific community. OBJECTIVE The purpose of this paper is to use Google Trends to estimate the impact of Italian mass media on users' web searches in order to understand the role of press and television channels in both the infodemic and the interest of Italian netizens on COVID-19. METHODS First, from January 2020 to March 2021, we collected the headlines containing specific COVID-19-related keywords published on PubMed, Google, the Ministry of Health, and the most read newspapers in Italy. These keywords were selected based on previous literature and the related queries of Google Trends. Second, we evaluated the percentage of infodemic terms on these platforms. Third, through Google Trends, we looked for correlations between newspaper headlines and Google searches related to COVID-19. We assessed the significance and intensity of changes in user web searches through Welch's t-test and percentage differences or increases. We also highlighted the presence of trends via the Mann-Kendall test. Finally, we analyzed the web interest in infodemic content posted on YouTube. In particular, we counted the number of views of videos containing disinformation for each channel considered. RESULTS During the first COVID-19 wave, the Italian press preferred to draw on infodemic terms (from 1.6% to 6.3%) and moderately infodemic terms (from 88% to 94%), while scientific sources favored the correct names (from 65% to 88%). The correlational analysis showed that the press heavily influenced users in adopting the terms to identify the novel coronavirus (best average correlation = 0.91, P-value <.001). The use of scientific denominations by the press reached acceptable values only during the third wave (about 80% except for Rai and Mediaset). Web queries about COVID-19 symptoms also appeared to be influenced by the press (best average correlation = .92, P<.007). Furthermore, users have shown a pronounced web interest in YouTube videos of an infodemic nature. Finally, the press gave resonance to serious fake news on COVID-19 that caused pronounced spikes of interest from web users. CONCLUSIONS Our results suggest that the Italian mass media have played a decisive role both in the spread of the infodemic and in addressing netizens' web interest, thus favoring the adoption of terms unsuitable for identifying the novel coronavirus (COVID- 19 disease). Therefore, it is highly advisable that the directors of news channels and newspapers be more cautious and government dissemination agencies exert more control over such news.

scholarly journals The Influence of Mass Media on Italian Web Users during COVID-19: an Infodemiological Analysis.

2021 ◽  
Author(s):  
Alessandro Rovetta ◽  
Lucia Castaldo
Keyword(s):  
Mass Media ◽  
Google Trends ◽  
The Novel ◽  
Average Correlation ◽  
Web Searches ◽  
Information Giving ◽  
The Press ◽  
Novel Coronavirus ◽  
The Impact ◽  
The Web

Background: Alongside the COVID-19 pandemic, the world has had to face a growing infodemic, which has caused severe damage to economic and health systems and has often compromised the effectiveness of infection containment regulations. Although this has spread mainly through social media, there are numerous occasions in which the mass media have shared dangerous information, giving resonance to statements without a scientific basis. For these reasons, infoveillance and infodemiology methods are increasingly exploited to monitor online information traffic. The same tools have also been used to make epidemiological predictions. Among these, Google Trends - a service by GoogleTM that quantifies the web interest of users in the form of relative search volume - has often been adopted by the scientific community. Objective: The purpose of this paper is to use Google Trends to estimate the impact of Italian mass media on users' web searches in order to understand the role of press and television channels in both the infodemic and the interest of Italian netizens on COVID-19.Methods: First, from January 2020 to March 2021, we collected the headlines containing specific COVID-19-related keywords published on PubMed, Google, the Ministry of Health, and the most read newspapers in Italy. These keywords were selected based on previous literature and the related queries of Google Trends. Second, we evaluated the percentage of infodemic terms on these platforms. Third, through Google Trends, we looked for correlations between newspaper headlines and Google searches related to COVID-19. We assessed the significance and intensity of changes in user web searches through Welch's t-test and percentage differences or increases. We also highlighted the presence of trends via the Mann-Kendall test. Finally, we analyzed the web interest in infodemic content posted on YouTube. In particular, we counted the number of views of videos containing disinformation for each channel considered.Results: During the first COVID-19 wave, the Italian press preferred to draw on infodemic terms (from 1.6% to 6.3%) and moderately infodemic terms (from 88% to 94%), while scientific sources favored the correct names (from 65% to 88%). The correlational analysis showed that the press heavily influenced users in adopting the terms to identify the novel coronavirus (best average correlation = 0.91, P-value &lt;.001). The use of scientific denominations by the press reached acceptable values only during the third wave (about 80% except for Rai and Mediaset). Web queries about COVID-19 symptoms also appeared to be influenced by the press (best average correlation = .92, P&lt;.007). Furthermore, users have shown a pronounced web interest in YouTube videos of an infodemic nature. Finally, the press gave resonance to serious fake news on COVID-19 that caused pronounced spikes of interest from web users.Conclusions: Our results suggest that the Italian mass media have played a decisive role both in the spread of the infodemic and in addressing netizens' web interest, thus favoring the adoption of terms unsuitable for identifying the novel coronavirus (COVID- 19 disease). Therefore, it is highly advisable that the directors of news channels and newspapers be more cautious and government dissemination agencies exert more control over such news.

scholarly journals The influence of mass media on Italian web users during COVID-19: an infodemiological analysis.

2021 ◽  
Author(s):  
Alessandro Rovetta ◽  
Lucia Castaldo
Keyword(s):  
Mass Media ◽  
Decisive Role ◽  
Scientific Basis ◽  
Online Information ◽  
The Novel ◽  
Web Searches ◽  
Information Giving ◽  
The Media ◽  
Novel Coronavirus ◽  
The Impact

Alongside the COVID-19 pandemic, the world has had to face a growing infodemic, which has caused severe damage to economic and health systems and has often compromised the effectiveness of infection containment regulations. Although this has spread mainly through social media, there are numerous occasions in which the mass media have shared dangerous information, giving resonance to statements without a scientific basis. For these reasons, infoveillance and infodemiology methods are increasingly exploited to monitor online information traffic. However, these tools have also been used to make epidemiological predictions. In particular, the “Google Trends” tool by GoogleTM has often been adopted by the scientific community to carry out this type of analysis. In this regard, the purpose of this paper is to estimate the impact of Italian mass media on users' web searches in order to understand the role of the media in the infodemic and in the interest of Italian web users towards COVID-19. In particular, our results suggest that the Italian mass media have played a decisive role both in the spread of the infodemic and in addressing netizens' web interest, favoring the adoption of terms unsuitable for identifying the novel coronavirus (COVID- 19 disease). Therefore, we suggest greater caution and attention by the directors of news channels and newspapers and greater control of the latter by government dissemination agencies.

scholarly journals The Influence of Mass Media on Italian Web Users During COVID-19: An Infodemiological Analysis

2021 ◽  
Author(s):  
Alessandro Rovetta ◽  
Lucia Castaldo
Keyword(s):  
Mass Media ◽  
Decisive Role ◽  
Scientific Basis ◽  
Google Trends ◽  
Online Information ◽  
Information Giving ◽  
Search Volume ◽  
Novel Coronavirus ◽  
Relative Search Volume ◽  
The Impact

Abstract Alongside the COVID-19 pandemic, the world has had to face a growing infodemic, which has caused severe damage to economic and health systems and has often compromised the effectiveness of infection containment regulations. Although this has spread mainly through social media, there are numerous occasions in which the mass media have shared dangerous information, giving resonance to statements without a scientific basis. For these reasons, infoveillance and infodemiology methods are increasingly exploited to monitor online information traffic. The same tools have also been used to make epidemiological predictions. Among these, Google Trends - a service by GoogleTM that quantifies the web interest of users in the form of relative search volume - has often been adopted by the scientific community. In this regard, the purpose of this paper is to use Google Trends to estimate the impact of Italian mass media on users' web searches in order to understand the role of press and television channels in both the infodemic and the interest of Italian netizens on COVID-19. In conclusion, our results suggest that the Italian mass media have played a decisive role both in the spread of the infodemic and in addressing netizens' web interest, thus favoring the adoption of terms unsuitable for identifying the novel coronavirus (COVID- 19 disease). Therefore, it is highly advisable that the directors of news channels and newspapers be more cautious and government dissemination agencies exert more control over such news.

scholarly journals The impact of COVID-19 on Italy Web users: a quantitative analysis of regional hygiene interest and emotional response

2020 ◽  
Author(s):  
Alessandro Rovetta ◽  
Lucia Castaldo
Keyword(s):  
Physical Health ◽  
Well Being ◽  
Google Trends ◽  
P Value ◽  
Online Information ◽  
The Novel ◽  
Web Searches ◽  
Novel Coronavirus ◽  
The Impact ◽  
Mental And Physical Health

Background: Between the end of February and the beginning of June 2020, Italy was certainly one of the worst affected countries in the world by the COVID-19 pandemic. During this period, web interest in the novel coronavirus has undergone a drastic surge. Objective: The aim of this study was to quantitatively analyze the impact of COVID-19 on Web searches related to hygiene-preventive measures and emotional-psychological aspects as well as to estimate the effectiveness and limits of online information during an epidemic. We looked for significant correlations between COVID-19 relative search volumes and cases per region to understand the interest of the average Italian Web user during international, national, and regional COVID-19 situations. By doing so, from the analysis of Web searches, it will be possible to deduce the mental and physical health of the population. Methods: To conduct this research, we used the "Google Trends" tool, which returns normalized values, called "relative search volumes" (RSVs), ranging from 0 to 100 according to the Web popularity of a group of queries. By comparing the RSVs in periods before and after the outbreak of the novel coronavirus in Italy, we derived the impact of COVID-19 on the activity of Italian netizens towards novel coronavirus itself, specifically regarding hygiene, prevention, and psychological well-being. Furthermore, we calculated Pearson's correlations ρ ; between all these queries and COVID-19 cases for each region. We chose a p-value (p) threshold α=.1. Results: After the two initial spikes that occurred on February 23 and March 9, 2020, the general web interest in COVID-19 in Italy waned, as did the correlation with the official number of cases per region (p< .1 only until March 14, 2020). However, web interest was similarly distributed across the regions (ASV=92,SD=6). We also found that all trends depend significantly on the number of COVID-19 cases at national but not international or regional levels. Between February 20 and June 10, 2020, web interest relating to hygiene and prevention increased by 116% and 901%, respectively, compared to those from January 1 to February 19, 2020 (95% CIs: [115.3,116.3],[850.3,952,2]). Significant correlations between regional cumulative web searches and COVID-19 cases were found only between February 26 and March 7, 2020 (ρ-best= .43, 95% CI:[.42,.44],p= .07). During the COVID-19 pandemic until June 10, 2020, national web searches of the generic terms "fear" and "anxiety" grew by 8% and 21%, respectively (95% CIs: [8.0,8.2],[20.4,20.6]) compared to those of the period January 1, 2018 - December 29, 2019. We found cyclically significant correlations between negative emotions related to the novel coronavirus and COVID-19 official data. Conclusions: Italian netizens showed a marked interest in the COVID-19 pandemic only when this became a direct national problem. In general, web searches have rarely been correlated with the number of cases per region; we conclude that the danger, once it arrived in the country, was perceived similarly in all regions. We can state that the period of maximum effectiveness of online information, in relation to this type of situation, is limited to 3-4 days from a specific key event. If such a scenario were to occur again, we suggest that all government agencies focus their web disclosure efforts over that time. Despite this, we found cyclical correlations with web searches related to negative feelings such as anxiety, depression, fear, and stress. Therefore, to identify mental and physical health problems among the population, it suffices to observe slight variations in the trend of related web queries. Keywords: COVID-19, Google Trends, web interests, Italy, novel coronavirus.

Association and treatment of diabetes in patients affected by Covid-19

2020 ◽  
Vol 11 (SPL1) ◽  
pp. 1198-1201
Author(s):  
Syed Yasir Afaque
Keyword(s):  
Diabetes Mellitus ◽  
Prognostic Value ◽  
Heart Diseases ◽  
The Novel ◽  
The World ◽  
Treatment Of Diabetes ◽  
Coronavirus Infection ◽  
Composite Outcomes ◽  
Novel Coronavirus ◽  
The Impact

In December 2019, a unique coronavirus infection, SARS-CoV-2, was first identified in the province of Wuhan in China. Since then, it spread rapidly all over the world and has been responsible for a large number of morbidity and mortality among humans. According to a latest study, Diabetes mellitus, heart diseases, Hypertension etc. are being considered important risk factors for the development of this infection and is also associated with unfavorable outcomes in these patients. There is little evidence concerning the trail back of these patients possibly because of a small number of participants and people who experienced primary composite outcomes (such as admission in the ICU, usage of machine-driven ventilation or even fatality of these patients). Until now, there are no academic findings that have proven independent prognostic value of diabetes on death in the novel Coronavirus patients. However, there are several conjectures linking Diabetes with the impact as well as progression of COVID-19 in these patients. The aim of this review is to acknowledge about the association amongst Diabetes and the novel Coronavirus and the result of the infection in such patients.

scholarly journals Building stock market resilience through digital transformation: using Google trends to analyze the impact of COVID-19 pandemic

2020 ◽  
Vol 14 (1) ◽  
Author(s):  
Ding Ding ◽  
Chong Guan ◽  
Calvin M. L. Chan ◽  
Wenting Liu
Keyword(s):  
Stock Market ◽  
Stock Prices ◽  
Stock Price ◽  
Digital Transformation ◽  
Google Trends ◽  
Building Stock ◽  
Market Sentiment ◽  
Price Performance ◽  
Novel Coronavirus ◽  
The Impact

Abstract As the 2019 novel coronavirus disease (COVID-19) pandemic rages globally, its impact has been felt in the stock markets around the world. Amidst the gloomy economic outlook, certain sectors seem to have survived better than others. This paper aims to investigate the sectors that have performed better even as market sentiment is affected by the pandemic. The daily closing stock prices of a total usable sample of 1,567 firms from 37 sectors are first analyzed using a combination of hierarchical clustering and shape-based distance (SBD) measures. Market sentiment is modeled from Google Trends on the COVID-19 pandemic. This is then analyzed against the time series of daily closing stock prices using augmented vector autoregression (VAR). The empirical results indicate that market sentiment towards the pandemic has significant effects on the stock prices of the sectors. Particularly, the stock price performance across sectors is differentiated by the level of the digital transformation of sectors, with those that are most digitally transformed, showing resilience towards negative market sentiment on the pandemic. This study contributes to the existing literature by incorporating search trends to analyze market sentiment, and by showing that digital transformation moderated the stock market resilience of firms against concern over the COVID-19 outbreak.

scholarly journals SARS-CoV-2/DENV co-infection: a series of cases from the Federal District, Midwestern Brazil

2021 ◽  
Vol 21 (1) ◽  
Author(s):  
Heidi Luise Schulte ◽  
José Diego Brito-Sousa ◽  
Marcus Vinicius Guimarães Lacerda ◽  
Luciana Ansaneli Naves ◽  
Eliana Teles de Gois ◽  
...  
Keyword(s):  
Clinical Signs ◽  
Federal District ◽  
Therapeutic Interventions ◽  
Diagnostic Process ◽  
The Novel ◽  
Prevention Measures ◽  
Laboratory Findings ◽  
Novel Coronavirus ◽  
The Impact

Abstract Background Since the novel coronavirus disease outbreak, over 179.7 million people have been infected by SARS-CoV-2 worldwide, including the population living in dengue-endemic regions, particularly Latin America and Southeast Asia, raising concern about the impact of possible co-infections. Methods Thirteen SARS-CoV-2/DENV co-infection cases reported in Midwestern Brazil between April and September of 2020 are described. Information was gathered from hospital medical records regarding the most relevant clinical and laboratory findings, diagnostic process, therapeutic interventions, together with clinician-assessed outcomes and follow-up. Results Of the 13 cases, seven patients presented Acute Undifferentiated Febrile Syndrome and six had pre-existing co-morbidities, such as diabetes, hypertension and hypopituitarism. Two patients were pregnant. The most common symptoms and clinical signs reported at first evaluation were myalgia, fever and dyspnea. In six cases, the initial diagnosis was dengue fever, which delayed the diagnosis of concomitant infections. The most frequently applied therapeutic interventions were antibiotics and analgesics. In total, four patients were hospitalized. None of them were transferred to the intensive care unit or died. Clinical improvement was verified in all patients after a maximum of 21 days. Conclusions The cases reported here highlight the challenges in differential diagnosis and the importance of considering concomitant infections, especially to improve clinical management and possible prevention measures. Failure to consider a SARS-CoV-2/DENV co-infection may impact both individual and community levels, especially in endemic areas.

scholarly journals Pediatric Endocrinology in the Time of COVID-19: Considerations for the Rapid Implementation of Telemedicine and Management of Pediatric Endocrine Conditions

2020 ◽  
Vol 93 (6) ◽  
pp. 343-350
Author(s):  
Molly O. Regelmann ◽  
Rushika Conroy ◽  
Evgenia Gourgari ◽  
Anshu Gupta ◽  
Ines Guttmann-Bauman ◽  
...  
Keyword(s):  
Patient Care ◽  
Care Patient ◽  
The Novel ◽  
Patient Privacy ◽  
Pediatric Endocrinology ◽  
Quality Of Patient Care ◽  
Care Outcomes ◽  
Novel Coronavirus ◽  
The Impact

<b><i>Background:</i></b> Pediatric endocrine practices had to rapidly transition to telemedicine care at the onset of the novel coronavirus disease 2019 (COVID-19) pandemic. For many, it was an abrupt introduction to providing virtual healthcare, with concerns related to quality of patient care, patient privacy, productivity, and compensation, as workflows had to change. <b><i>Summary:</i></b> The review summarizes the common adaptations for telemedicine during the pandemic with respect to the practice of pediatric endocrinology and discusses the benefits and potential barriers to telemedicine. <b><i>Key Messages:</i></b> With adjustments to practice, telemedicine has allowed providers to deliver care to their patients during the COVID-19 pandemic. The broader implementation of telemedicine in pediatric endocrinology practice has the potential for expanding patient access. Research assessing the impact of telemedicine on patient care outcomes in those with pediatric endocrinology conditions will be necessary to justify its continued use beyond the COVID-19 pandemic.

scholarly journals Coronavirus, the great toilet paper panic and civilisation

Thesis Eleven ◽  
2021 ◽  
pp. 072551362110331
Author(s):  
Jon Stratton
Keyword(s):  
General Population ◽  
Federal Government ◽  
Perceived Threat ◽  
The Novel ◽  
Social Breakdown ◽  
Toilet Paper ◽  
Western Civilisation ◽  
Novel Coronavirus ◽  
Key Aspects ◽  
The Impact

Panic buying of toilet rolls in Australia began in early March 2020. This was related to the realisation that the novel coronavirus was spreading across the country. To the general population the impact of the virus was unknown. Gradually the federal government started closing the country’s borders. The panic buying of toilet rolls was not unique to Australia. It happened across all societies that used toilet paper rather than water to clean after defecation and urination. However, research suggests that the panic buying was most extreme in Australia. This article argues that the panic buying was closely linked to everyday notions of Western civilisation. Pedestal toilets and toilet paper are key aspects of civilisation and the fear of the loss of toilet paper is connected to anxiety about social breakdown, the loss of civilisation. This is the fear manifested in the perceived threat posed by the virus.

The Impact of Vitamin C, Vitamin D, and Zinc on Immune Function Against Viral Infections, Particularly Those Caused by the Novel Coronavirus, SARS-CoV-2

2021 ◽  
Vol 11 (6) ◽  
pp. 792-800
Author(s):  
Sony Ahmed ◽  
Md. Shafiul Islam ◽  
Mohua Ghosh ◽  
Kazi Nazira Sharmin ◽  
Ashley Tubbs
Keyword(s):  
Vitamin D ◽  
Vitamin C ◽  
Immune Function ◽  
Viral Infections ◽  
The Novel ◽  
Novel Coronavirus ◽  
The Impact
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