Google Trend Analysis and Paradigm Shift of Online Education Platforms during the COVID-19 Pandemic.

Infect Dis Rep

Telemedicine and Telepharmacy Centre, School of Medicinal and Health Products Sciences, University of Camerino, 62032 Camerino, Italy.

Published: May 2021

The largest pandemic in history, the COVID-19 pandemic, has been declared a doomsday globally. The second wave spreading worldwide has devastating consequences in every sector of life. Several measures to contain and curb its infection have forged significant challenges for the education community. With an estimated 1.6 billion learners, the closure of schools and other educational institutions has impacted more than 90% of students worldwide from the elementary to tertiary level. In a view to studying impacts on student's fraternity, this article aims at addressing alternative ways of educating-more specifically, online education-through the analysis of Google trends for the past year. The study analyzed the platforms of online teaching and learning systems that have been enabling remote learning, thereby limiting the impact on the education system. Thorough text analysis is performed on an existing dataset from Kaggle to retrieve insight on the clustering of words that are more often looked at during this pandemic to find the general patterns of their occurrence. The results show that the coronavirus patients are the most trending patterns in word search clustering, with the education system being at the control and preventive measures to bring equilibrium in the system of education. There has been significant growth in online platforms in the last year. Existing assets of educational establishments have effectively converted conventional education into new-age online education with the help of virtual classes and other key online tools in this continually fluctuating scholastic setting. The effective usage of teaching tools such as Microsoft Teams, Zoom, Google Meet, and WebEx are the most used online platforms for the conduction of classes, and whiteboard software tools and learning apps such as Vedantu, Udemy, Byju's, and Whitehat Junior have been big market players in the education system over the pandemic year, especially in India. The article helps to draw a holistic approach of ongoing online teaching-learning methods during the lockdown and also highlights changes that took place in the conventional education system amid the COVID pandemic to overcome the persisting disruption in academic activities and to ensure correct perception towards the online procedure as a normal course of action in the new educational system. To fill in the void of classroom learning and to minimize the virus spread over the last year, digital learning in various schools and colleges has been emphasized, leading to a significant increase in the usage of whiteboard software platforms.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8162359PMC
http://dx.doi.org/10.3390/idr13020040DOI Listing

Publication Analysis

Top Keywords

education system
16
online
9
education
9
online education
8
covid-19 pandemic
8
online platforms
8
conventional education
8
whiteboard software
8
pandemic
6
system
6

Similar Publications

Drug Development.

Alzheimers Dement

December 2024

Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil.

Background: Recruiting and retaining older adults for clinical trials is challenging, especially in low-resource settings. Such challenges led to a systematic exclusion of such participants from clinical trials, compromising the generalizability of the results obtained in high income countries.

Objective: Here we describe the strategies we used in the PROAME study for recruiting and retaining illiterate older adults from low socioeconomical levels in a non-pharmacological trial.

View Article and Find Full Text PDF

Sex-related differences in the morphology of rectal mucosa-associated lymphoid tissues in C57BL/6NCrSlc mice.

Histol Histopathol

December 2024

Laboratory of Anatomy, Department of Basic Veterinary Sciences, Faculty of Veterinary Medicine, Hokkaido University, Sapporo, Hokkaido, Japan.

Sex hormones regulate gut function and mucosal immunity; however, their specific effects on the mucosa-associated lymphoid tissue (MALT) in the rectum of mammals remain unclear. Here, we aimed to investigate the influence of sex on MALT in the rectum of mammals by focusing on the rectal mucosa-associated lymphoid tissues (RMALTs) of C57BL/6NCrSIc mice. Histological analysis revealed that RMALTs were predominantly located in the lamina propria and submucosa of the rectal mucosa, with a significant sex-related difference in the distance from the anorectal junction to the first appearance of the RMALT.

View Article and Find Full Text PDF

Dementia Care Research and Psychosocial Factors.

Alzheimers Dement

December 2024

USC Edward R. Roybal Institute on Aging, University of Southern California, Los Angeles, CA, USA.

Background: It is well documented that participating in physical activity can help dementia caregivers alleviate stress and enhance well-being. However, few studies have examined dementia caregivers' needs for exercise, and the feasibility of promoting their physical activity amidst heavy caregiving responsibilities. This study compared the participation of physical activity between dementia caregivers and non-caregivers, and examined effects of racial/ethnic identities and other sociodemographic factors on dementia caregivers' physical activity participation.

View Article and Find Full Text PDF

Background: People with dementia of all ages have a human right to equal access to quality health care. Despite evidence regarding its effectiveness, many people living with dementia lack access to evidence-based rehabilitation for promoting function and quality of life. The aims of this study were to 1) explore barriers to access to dementia rehabilitation; and 2) identify solutions which improve access to rehabilitation.

View Article and Find Full Text PDF

Background: For care of persons with dementia (PWDs), the healthcare system relies on informal care partners (CPs), who are disproportionately at risk of detrimental health outcomes. Psychosocial interventions, including via telehealth, have been shown to buffer against negative outcomes and improve CPs' ability to provide care. We aimed to develop and pilot an evidence-informed CP intervention using in-person and telehealth modalities.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!