scholarly journals An Infodemiology and Infoveillance Study on COVID-19: Analysis of Twitter and Google Trends

2021 ◽  
Vol 13 (15) ◽  
pp. 8528
Author(s):  
Reem Alshahrani ◽  
Amal Babour

Infodemiology uses web-based data to inform public health policymakers. This study aimed to examine the diffusion of Arabic language discussions and analyze the nature of Internet search behaviors related to the global COVID-19 pandemic through two platforms (Twitter and Google Trends) in Saudi Arabia. A set of Twitter Arabic data related to COVID-19 was collected and analyzed. Using Google Trends, internet search behaviors related to the pandemic were explored. Health and risk perceptions and information related to the adoption of COVID-19 infodemic markers were investigated. Moreover, Google mobility data was used to assess the relationship between different community activities and the pandemic transmission rate. The same data was used to investigate how changes in mobility could predict new COVID-19 cases. The results show that the top COVID-19–related terms for misinformation on Twitter were folk remedies from low quality sources. The number of COVID-19 cases in different Saudi provinces has a strong negative correlation with COVID-19 search queries on Google Trends (Pearson r = −0.63) and a statistical significance (p < 0.05). The reduction of mobility is highly correlated with a decreased number of total cases in Saudi Arabia. Finally, the total cases are the most significant predictor of the new COVID-19 cases.

Pharmacy ◽  
2021 ◽  
Vol 9 (2) ◽  
pp. 76
Author(s):  
Syed Faisal Zaidi ◽  
Rayan Mgarry ◽  
Abdullah Alsanea ◽  
Sakar Khalid Almutairi ◽  
Yaser Alsinnari ◽  
...  

Introduction: Various drug–food interactions exist that may hinder treatment and can sometimes be lethal. Our aim was to assess the level of public knowledge and awareness in Jeddah city, Western Saudi Arabia, about drug–food interactions, along with the effects of demographics on their knowledge. Methods: A survey questionnaire was administered in this cross-sectional study to participants spread across multiple locations in Jeddah, including in malls and public gatherings. Participants included both males and females. Sample size was calculated through Raosoft® software. Data analysis was executed using IBM Statistic SPSS and the level of statistical significance was set at p < 0.05. Results: A total of 410 people participated in the study and only 92.68% (380) of responses were enrolled in the study; 7.32% (30) were not enrolled due to the exclusion criteria. Surprisingly, only six out of eighteen questions regarding drug–food interactions in the administered questionnaire were correctly answered by 380 participants. Data indicated that the participants had a poor to intermediate level of both knowledge and awareness with respect to drug–food interactions. Furthermore, participants showed moderate to strong awareness of the effects of alcohol and tea generally, and their interaction with medication. Conclusion: Participants in our study showed inadequate knowledge of basic and fundamental information about drug–food interactions, which highlights the dire need to increase awareness.


Healthcare ◽  
2021 ◽  
Vol 9 (5) ◽  
pp. 592
Author(s):  
Shamoukh Alshahrani ◽  
Abrar Alshuaibi ◽  
Malak Alkhaldi ◽  
Pradeep Koppolu

Aim: The present study aims to evaluate the perception and awareness of interdental aids in different regions of Saudi Arabia. Methods: A cross-sectional questionnaire-based study was conducted, in order to evaluate the perception and knowledge of patients towards oral hygiene products among the population of the Kingdom of Saudi Arabia. In total, 812 out of 1124 participants responded and completed the survey (response rate 72.2%). The data were collected using a self-administered structured questionnaire in English and Arabic. All statistical analyses were carried out using the SPSS 20 software. p < 0.05 was used to indicate statistical significance. Results: A total of 812 participants responded, of which 486 participants (60%) declared using a toothpaste and toothbrush for cleaning their teeth. The cohort consisted of 274 (34%) females who brushed twice daily, while 96 (33%) males brushed their teeth once a day and 18% of the participants did not even brush once a day. The results indicated that 332 (64%) female participants and 174 (60%) male participants had perception and knowledge of the use of dental floss or any other device to clean between their teeth, while 174 (48.50%) male participants and 174 (49.10%) female participants cleaned their tongue with the same brush, rather than using a tongue scrubber or any other aids. Conclusion: The total awareness of interdental aids in Saudi Arabia is unsatisfactory, as demonstrated by the participants not being conscious or informed about the maintenance of their oral health. A majority of participants did not report adopting basic techniques, such as tongue brushing. This study reveals that no interdental aids were used by 16% of the participants. Thus, it is crucial to develop an effective educational program which emphasizes oral healthcare in this population.


2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Wilfredo Angulo ◽  
José M. Ramírez ◽  
Dany De Cecchis ◽  
Juan Primera ◽  
Henry Pacheco ◽  
...  

AbstractCOVID-19 is a highly infectious disease that emerged in China at the end of 2019. The COVID-19 pandemic is the first known pandemic caused by a coronavirus, namely, the new and emerging SARS-CoV-2 coronavirus. In the present work, we present simulations of the initial outbreak of this new coronavirus using a modified transmission rate SEIR model that takes into account the impact of government actions and the perception of risk by individuals in reaction to the proportion of fatal cases. The parameters related to these effects were fitted to the number of infected cases in the 33 provinces of China. The data for Hubei Province, the probable site of origin of the current pandemic, were considered as a particular case for the simulation and showed that the theoretical model reproduces the behavior of the data, thus indicating the importance of combining government actions and individual risk perceptions when the proportion of fatal cases is greater than $$4\%$$ 4 % . The results show that the adjusted model reproduces the behavior of the data quite well for some provinces, suggesting that the spread of the disease differs when different actions are evaluated. The proposed model could help to predict outbreaks of viruses with a biological and molecular structure similar to that of SARS-CoV-2.


Author(s):  
Belén Mora Garijo ◽  
Jonathan E. Katz ◽  
Aubrey Greer ◽  
Mia Gonzalgo ◽  
Alejandro García López ◽  
...  

AbstractSeveral diseases associated with erectile dysfunction (ED), such as type 2 diabetes mellitus (T2DM) and coronary artery disease (CAD), are known to have seasonal variation, with increased incidence during winter months. However, no literature exists on whether this chronological-seasonal evolution is also present within ED symptomatology. We hypothesized ED would follow the seasonal pattern of its lifestyle-influenced comorbid conditions and exhibit increased incidence during winter months. In order to investigate the seasonal variation of ED in the United States between 2009 and 2019, Internet search query data were obtained using Google Trends. Normalized search volume was determined during the winter and summer seasons for ED, other diseases known to be significantly associated with ED (T2DM and CAD), kidney stones (positive control), and prostate cancer (negative control). There were significantly more internet search queries for ED during the winter than during the summer (p = 0.001). CAD and T2DM also had significantly increased search volume during winter months compared to summer months (p < 0.001 and p = 0.011, respectively). By contrast, searches for kidney stones were significantly increased in the summer than in the winter (p < 0.001). There was no significant seasonal variation in the relative search frequency for prostate cancer (p = 0.75). In conclusion, Google Trends internet search data across a ten-year period in the United States suggested a seasonal variation in ED, which implies an increase in ED during winter. This novel finding in ED epidemiology may help increase awareness of ED’s associated lifestyle risk factors, which may facilitate early medical evaluation and treatment for those at risk of both ED and cardiovascular disease.


Author(s):  
Amani Suliman AL- HAZMI, Wafa Hafiz Al- Aowaidi Amani Suliman AL- HAZMI, Wafa Hafiz Al- Aowaidi

The study aimed to identify the developments that took place in the Arabic language curricula in public education in the Kingdom of Saudi Arabia, which are the development of curriculum objectives, evaluation of Arabic language curricula, methods and techniques of education, strategies for teaching education and teacher preparation in general education. I took the historical approach as a research method, and I used the documents to discover the development of the Arabic language curricula. I explained the stages of development. They were presented in the form of simplified and clear tables, and I made some recommendations and proposals in the current study. Finally, I came to identify the developments that took place in the Arabic language curriculum in public education in the Kingdom of Saudi Arabia.


Author(s):  
Mohammed Abdullah Alnasser

The present study aims to identify the Difficulties of Teaching Based On Differentiated Instruction Viewpoint Of Arabic Teachers In Qatif Governorate In the Kingdom of Saudi Arabia. In order to achieve these objectives, a questionnaire was designed, It consisted of (33) items distributed to five Domains. It was distributed to the study Sample wish was formed from (172) Arabic teachers chosen randomly from all study phases. The study found that the whole mean of Difficulties of Teaching Based On Differentiated Instruction Viewpoint Of Arabic Teachers In Qatif Governorate was (3.60). At the domains level: The difficulties of the environment of the school was the first with a mean (3.97), then the difficulties of a teacher with a mean (3.73).Booth with a high degree of difficulty. Difficulties of Curriculum was the third with a mean of (3.58), Then The difficulties of Administrative Regulation with a mean of (3.43), Finally The difficulties of Students with a mean of (3.28). All final three domains with a Medium degree of difficulty. The study also found that there were no significant differences between the average of these answers at the level of significance (α ≤ 0.05) due to the impact study phase. Based on these results The researcher recommended to train teachers and supply schools with suitable facilities and materials to teach the Arabic language based on Differentiated Instruction.


2019 ◽  
Author(s):  
Fang Wang ◽  
Dingtao Hu ◽  
Xiaoqi Lou ◽  
Nana Meng ◽  
Qiaomei Xie ◽  
...  

Abstract Background: The outcomes of smoking have generated considerable clinical interest in recent years. Although people from different countries are more interested to the topic of quit smoking during the winter, few studies have tested this hypothesis. The current study aimed to quantify public interest in quit smoking via Google.Methods: We use Google Trends to obtain the Internet search query volume for terms relating to quit smoking for major northern and southern hemisphere countries in this research. Normally search volumes for the term “quit smoking + stop smoking + smoking cessation” were retrieved within the USA, the UK, Canada, Ireland, New Zealand and Australia from January 2004 to December 2018. Seasonal effects were investigated using cosinor analysis and seasonal decomposition of time series models.Results: Significant seasonal variation patterns in those search terms were revealed by cosinor analysis and demonstrated by the evidence from Google Trends analysis in the representative countries including the USA (pcos = 2.36×10-7), the UK (pcos < 2.00×10-16), Canada (pcos < 2.00×10-16), Ireland (pcos <2.00×10-16) ,Australia (pcos = 5.13×10-6) and New Zealand (pcos = 4.87×10-7). Time series plots emphasized the consistency of seasonal trends with peaks in winter / late autumn by repeating in nearly all years. The overall trend of search volumes, observed by dynamic series analysis, declined from 2004 to 2018.Conclusions: The preliminary evidence from Google Trends search tool showed a significant seasonal variation and decreasing trend for the RSV of quit smoking. Our novel findings in smoking cessation epidemiology need to be verified with further studies, and the mechanisms underlying these findings must be clarified.


2020 ◽  
Author(s):  
◽  
Mohammed Alharbi

Problem This research investigated the understanding and perceptions of Saudi educators toward multiculturalism and multicultural education in Saudi Arabia. The research had three broad questions. The first question was, "What are Saudi educators’ conceptions of culture and multicultural education?" The second research question was, "What practices do educators employ concerning multicultural education?” The third research question was, "How do educators implement multicultural education for their students at schools with different levels of cultural diversity?" Method In this study, I used the qualitative multiple case study research design to explore the understanding and the attitudes of Saudi educators regarding multiculturalism and multicultural education. The study was applied in the Holy city of Mecca in Saudi Arabia, which is one of the most highly diverse cities in the whole country. The participants of this study were selected from two elementary schools with different levels of cultural diversity. The participants were varied in their school positions, teaching subjects, and levels of education. To collect the data of the study, I developed the interview protocol and conducted semi-structured interviews for teachers and administrators to understand Saudi educators' attitudes and perceptions regarding multicultural education. Interpretations The findings of the study were categorized into four themes. First, culture was defended into three different ways: a gained knowledge, customs and traditions, and an integrated life system. Second, the relationship between culture and education was seen from three different perspectives: the cultural background influences students' learning, the family's background influences students’ learning, and the school’s culture influences students’ learning. Third, participants' perspectives regarding multiculturalism and multicultural education were divided into three viewpoints: multiculturalism empowers the community and it improves students’ achievements at schools, multiculturalism empowers the teacher's performance in the classroom, and multiculturalism and multicultural education participate in losing the Islamic and Arabic identities for Saudi students. The fourth theme was related to teachers’ professional development. All participants agreed that training programs provided form the Educational Training Department did not reach their desired needs. Implications of the Study The findings of this research have implications regarding multiculturalism and multicultural education in Saudi Arabia. First, the meaning of multicultural education used in the western world was not compatible with the culture of Islamic societies, including Saudi people. Therefore, there is a need for developing a multicultural education philosophy for Arab and Muslim societies that take into account the Arabic and Islamic identities. Second, equity in education is the backbone of the education system in Saudi Arabia. However, Saudi teachers need to be informed about equity in education and students' rights to empower all students to succeed. Third, there is a need for developing an Arabic language learning program for non-Arabic speakers. The fourth implication is that teacher professional development programs need to be developed to prepare teachers to participate in building the future of the country.


2014 ◽  
Vol 115 (1) ◽  
pp. 26-27
Author(s):  
James B. Hittner ◽  
Margaret A. Warner

A strong negative correlation between perceptions of risk for co-occurrent substance abuse and the variability associated with those risk perceptions was found in two independent samples.


2021 ◽  
Vol 15 (9) ◽  
pp. 3046-3049
Author(s):  
Abdulkadir Kaya

Introduction and Aim: It is an important issue that what kind of changes occur in the risks that people face in the face of emerging problems and the role of people in possible pandemics in the last twenty years and in the future. The solution of the problems that arise in the control and management of these risks attracts the attention of many researchers. In this study, the causality effect of the COVID-19 pandemic on risk appetites representing the attitudes and behaviors of securities investors. Materials and Methods: In the study; To represent the pandemic, weekly time series data of the number of COVID-19 cases (COVID) and the Risk Appetite index (RISK) announced by the Central Registry Agency for the period 30.03.2019-30.08.2021 were used. In order to determine the causality relationship, the Hatemi-J Causality test was performed. Results: It was determined that the negative shocks of the COVID variable were a cause of the positive shocks of the RISK variable at a statistical significance level of 1%. Conclusion and Suggestions: The effect of the pandemic process on the investment decisions of the investors is reduced, with the expectation that the economy and financial markets will improve, positively affecting the behavior and risk perceptions of the investors, and this expectation causes the investment behavior and risk appetite to increase. can be expressed. Keywords: COVID-19, Risk appetite, Pandemic, Hatemi-J


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