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Satisfaction can co-exist with hesitation: qualitative analysis of acceptability of telemedicine among multi-lingual patients in a safety-net healthcare system during the COVID-19 pandemic.
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In: BMC health services research, vol 22, iss 1 (2022)
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Development of an Ergonomic Writing Assistive Device for Finger Pain Reduction in the Elderly
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In: Applied Sciences; Volume 12; Issue 3; Pages: 993 (2022)
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Analysis of the Effects of Lockdown on Staff and Students at Universities in Spain and Colombia Using Natural Language Processing Techniques
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In: International Journal of Environmental Research and Public Health; Volume 19; Issue 9; Pages: 5705 (2022)
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Abstract:
The aim of this study is to analyze the effects of lockdown using natural language processing techniques, particularly sentiment analysis methods applied at large scale. Further, our work searches to analyze the impact of COVID-19 on the university community, jointly on staff and students, and with a multi-country perspective. The main findings of this work show that the most often related words were “family”, “anxiety”, “house”, and “life”. Besides this finding, we also have shown that staff have a slightly less negative perception of the consequences of COVID-19 in their daily life. We have used artificial intelligence models such as swivel embedding and a multilayer perceptron as classification algorithms. The performance that was reached in terms of accuracy metrics was 88.8% and 88.5% for students and staff, respectively. The main conclusion of our study is that higher education institutions and policymakers around the world may benefit from these findings while formulating policy recommendations and strategies to support students during this and any future pandemics.
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Keyword:
continents; COVID-19; habits; institutions; mental health; natural language processing; online learning; perception; satisfaction; socio-demographic factors; Swivel embedding; university student; word cloud
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URL: https://doi.org/10.3390/ijerph19095705
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Individual Perception of Telehealth: Validation of a German Translation of the Telemedicine Perception Questionnaire and a Derived Short Version
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In: International Journal of Environmental Research and Public Health; Volume 19; Issue 2; Pages: 902 (2022)
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Application of Modern Digital Systems and Approaches to Business Process Management
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In: Sustainability; Volume 14; Issue 3; Pages: 1697 (2022)
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Marital Satisfaction, Family Functioning, and Children’s Mental Health—The Effect of Parental Co-Viewing
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In: Children; Volume 9; Issue 2; Pages: 216 (2022)
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The third wave of the IAB-BAMF-SOEP Survey of Refugees: Refugees are improving their German language skills and continue to feel welcome in Germany
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In: 1-2020 ; BAMF-Brief Analysis ; 18 (2022)
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A study of the Illinois ESL etextbook from the perspective of students and instructors
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Satisfacción de los estudiantes con la docencia online en tiempos de COVID-19
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In: Comunicar: Revista científica iberoamericana de comunicación y educación, ISSN 1134-3478, Nº 70, 2022 (Ejemplar dedicado a: Nuevos retos del profesorado ante la enseñanza digital), pags. 35-45 (2022)
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Reducing Academic Burnout Through Social Support and Life Satisfaction: Evidence from Pakistan ...
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Reducing Academic Burnout Through Social Support and Life Satisfaction: Evidence from Pakistan ...
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ЗНАЧЕНИЕ СЛОВА «РАДОСТЬ» В ПАСХАЛЬНЫХ ПОСЛАНИЯХ СВЯТЕЙШЕГО ПАТРИАРХА КИРИЛЛА ... : THE MEANING OF THE WORD “JOY” IN THE EASTER EPICTLES OF HIS HOLINESS PATRIARCH KIRILL ...
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Does Basic Psychological Need Satisfaction Matter to College Students’ Sustained Volunteering? A Mixed-Methods Study
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In: International Journal of Environmental Research and Public Health; Volume 18; Issue 24; Pages: 13229 (2021)
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Reasons for Utilizing Telemedicine during and after the COVID-19 Pandemic: An Internet-Based International Study
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In: Journal of Clinical Medicine ; Volume 10 ; Issue 23 (2021)
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The opinion of Slovene (mother tongue) teachers on distance learning in primary schools ; Mnenje učiteljev slovenščine (mater inščine) o poučevanju na daljavo v osnovni šoli
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In: CEPS Journal 11 (2021) Special Issue, S. 383-406 (2021)
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Twitter Analysis to Predict the Satisfaction of Saudi Telecommunication Companies’ Customers
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Factors influencing adult learners’ satisfaction and retention
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Factors influencing adult learners’ satisfaction and retention
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Factors influencing adult learners’ satisfaction and retention
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