Literature DB >> 32645911

Analysis of User Satisfaction with Online Education Platforms in China during the COVID-19 Pandemic.

Tinggui Chen1, Lijuan Peng1, Xiaohua Yin1, Jingtao Rong1, Jianjun Yang2, Guodong Cong3.   

Abstract

The outbreak of Corona Virus Disease 2019 (COVID-19) in various countries at the end of last year has transferred traditional face-to-face teaching to online education platforms, which directly affects the quality of education. Taking user satisfaction on online education platforms in China as the research object, this paper uses a questionnaire survey and web crawler to collect experience data of online and offline users, constructs a customer satisfaction index system by analyzing emotion and the existing literature for quantitative analysis, and builds aback propagation (BP) neural network model to forecast user satisfaction. The conclusion shows that users' personal factors have no direct influence on user satisfaction, while platform availability has the greatest influence on user satisfaction. Finally, suggestions on improving the online education platform are given to escalate the level of online education during the COVID-19 pandemic, so as to promote the reform of information-based education.

Entities:  

Keywords:  emotion mining; online education platform; public health emergencies; user satisfaction prediction

Year:  2020        PMID: 32645911     DOI: 10.3390/healthcare8030200

Source DB:  PubMed          Journal:  Healthcare (Basel)        ISSN: 2227-9032


  28 in total

Review 1.  COVID-19-Driven Improvements and Innovations in Pharmacy Education: A Scoping Review.

Authors:  Jennifer Courtney; Erika Titus-Lay; Ashim Malhotra; Jeffrey Nehira; Islam Mohamed; Welly Mente; Uyen Le; Linda Buckley; Xiaodong Feng; Ruth Vinall
Journal:  Pharmacy (Basel)       Date:  2022-06-04

2.  Editorial: Public Health Promotion and Medical Education Reform.

Authors:  Jian Chen; Zhiyong Zhang
Journal:  Front Public Health       Date:  2022-05-04

3.  The Impact of the COVID-19 Pandemic on the Physical Fitness of Primary School Students in China Based on the Bronfenbrenner Ecological Theory.

Authors:  Hailing Li; Jadeera Phaik Geok Cheong
Journal:  Front Psychol       Date:  2022-06-29

4.  A Policy Category Analysis Model for Tourism Promotion in China During the COVID-19 Pandemic Based on Data Mining and Binary Regression.

Authors:  Tinggui Chen; Lijuan Peng; Xiaohua Yin; Bailu Jing; Jianjun Yang; Guodong Cong; Gongfa Li
Journal:  Risk Manag Healthc Policy       Date:  2020-12-31

5.  Modeling Multidimensional Public Opinion Polarization Process under the Context of Derived Topics.

Authors:  Tinggui Chen; Yulong Wang; Jianjun Yang; Guodong Cong
Journal:  Int J Environ Res Public Health       Date:  2021-01-08       Impact factor: 3.390

6.  Digitalization of learning in Saudi Arabia during the COVID-19 outbreak: A survey.

Authors:  Mutasem K Alsmadi; Ibrahim Al-Marashdeh; Malek Alzaqebah; Ghaith Jaradat; Fahad A Alghamdi; Rami Mustafa A Mohammad; Muneerah Alshabanah; Daniah Alrajhi; Hanouf Alkhaldi; Nahier Aldhafferi; Abdullah Alqahtani; Usama A Badawi; Mohammed Tayfour
Journal:  Inform Med Unlocked       Date:  2021-06-15

7.  Promoting the Quality of Life of Elderly during the COVID-19 Pandemic.

Authors:  Chia-Jung Lee; Yen Hsu
Journal:  Int J Environ Res Public Health       Date:  2021-06-25       Impact factor: 3.390

8.  A Multimodal Real-Time Feedback Platform Based on Spoken Interactions for Remote Active Learning Support.

Authors:  Hector Cornide-Reyes; Fabián Riquelme; Diego Monsalves; Rene Noel; Cristian Cechinel; Rodolfo Villarroel; Francisco Ponce; Roberto Munoz
Journal:  Sensors (Basel)       Date:  2020-11-06       Impact factor: 3.576

9.  Path Optimization of Medical Waste Transport Routes in the Emergent Public Health Event of COVID-19: A Hybrid Optimization Algorithm Based on the Immune-Ant Colony Algorithm.

Authors:  Ziyuan Liu; Zhi Li; Weiming Chen; Yunpu Zhao; Hanxun Yue; Zhenzhen Wu
Journal:  Int J Environ Res Public Health       Date:  2020-08-12       Impact factor: 3.390

10.  Modeling Network Public Opinion Propagation with the Consideration of Individual Emotions.

Authors:  Peihua Fu; Bailu Jing; Tinggui Chen; Jianjun Yang; Guodong Cong
Journal:  Int J Environ Res Public Health       Date:  2020-09-14       Impact factor: 3.390

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