• Title/Summary/Keyword: COVID-19 Perception

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Predicting the Saudi Student Perception of Benefits of Online Classes during the Covid-19 Pandemic using Artificial Neural Network Modelling

  • Beyari, Hasan
    • International Journal of Computer Science & Network Security
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    • v.22 no.2
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    • pp.145-152
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    • 2022
  • One of the impacts of Covid-19 on education systems has been the shift to online education. This shift has changed the way education is consumed and perceived by students. However, the exact nature of student perception about online education is not known. The aim of this study was to understand the perceptions of Saudi higher education students (e.g., post-school students) about online education during the Covid-19 pandemic. Various aspects of online education including benefits, features and cybersecurity were explored. The data collected were analysed using statistical techniques, especially artificial neural networks, to address the research aims. The key findings were that benefits of online education was perceived by students with positive experience or when ensured of safe use of online platforms without the fear cyber security breaches for which recruitment of a cyber security officer was an important predictor. The issue of whether perception of online education as a necessity only for Covid situation or a lasting option beyond the pandemic is a topic for future research.

The Effects of Personal Emotion and Social Change Perception caused by COVID-19 on Disaster Response Perception after the Post-Endemic (코로나19로 인한 개인정서와 사회변화 인식이 엔데믹 이후 재난대처 인식에 미치는 영향에 대한 연구)

  • Lee, Wan-Taek;Lim, Seong-Hyeon;Jo, Changik;Lee, Jongseok;Jung, Deuk
    • Journal of Industrial Convergence
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    • v.20 no.8
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    • pp.127-136
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    • 2022
  • This study was conducted using a multiple regression model to empirically analyze the impact of personal emotions and social change perceptions of pandemic experienced by Korean people in the COVID-19 situation on the perception of disaster response after the endemic. For this end, we used the survey data with 996 respondents on 「Daily Changes of the People After COVID-19」conducted by the Korea Press Promotion Foundation. The results showed that COVID-19 positive emotions and social change perception factors had a positive (+) effect on disaster response perception, while the sense of community had a moderating effect that alleviated COVID-19 negative emotions which had a negative (-) effect. The most influential factors on disaster response perception after the endemic were COVID-19 positive emotions and community sense that had pride and stability in Korean society during disaster situations. Therefore, this study suggests that systematic disaster response manuals and control towers that give the public pride and stability are more strongly requested for the government's prior and follow-up measures performed in the post-endemic disaster situation, and that the people are asked to have the community sense to overcome disasters together rather than to respond with personal actions and judgments.

COVID-19 Perception among college students: focus on knowledge, infection possibility, preventive possibility, and preventive behaviors (대학생의 코로나19에 대한 인식 : 지식, 감염예방 가능성, 감염예방행동수칙 준수 중심으로)

  • Lee, Young-Ah
    • The Korean Journal of Emergency Medical Services
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    • v.26 no.2
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    • pp.47-59
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    • 2022
  • Purpose: This study aimed to survey coronavirus disease (COVID-19) related knowledge, preventive possibility, and preventive behaviors levels among college students and identify the correlation between these variables. Methods: An online survey was conducted among college students from October 25 to November 5, 2021. The data were analyzed by an independent t-test and Pearson's correlations. Results: A total of 344 college students participated. The correct answer rate for COVID-19 knowledge level was high, infection and preventive possibility levels were moderate, and the anxiety level was high. Infection possibility had a positive correlation with anxiety and preventive behaviors had a positive correlation with preventive possibility. Conclusion: The findings regarding COVID-19 perception can be used to develop appropriate health policies for infectious disease prevention behaviors in educational fields.

Factors Influencing Preventive Behavior against Coronavirus Disease 2019(COVID-19) among Nursing Students (간호대학생의 코로나19 감염예방행위 영향요인)

  • Jun, Hye Jung;Hong, Younseo;PARK, HYEIN;Seo, Ah Young;Yang, Chaewon
    • Journal of Korean Public Health Nursing
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    • v.37 no.1
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    • pp.54-65
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    • 2023
  • Purpose: The purpose of this study is to identify the factors influencing COVID-19 infection prevention behavior of nursing students. Methods: Data collection is from December 17 to October 22, 2021. One hundred and ninety-seven nursing students participated in this study. Data were analyzed using an independent t-test, ANOVA, correlation coefficient, scheffé test, and multiple regression analysis. Results: COVID-19 knowledge (r=.49, p<.001), attitude (r=.41, p<.001), and COVID-19 risk perception (r=.40, p<.001) were related to COVID-19 infection prevention behaviors. The factors influencing COVID-19 preventive behaviors were identified as knowledge (𝛽=.28, p<.001), attitude (𝛽=.25, p<.001), risk perception (𝛽=.18, p=003), 2th grade (𝛽=.19, p=.011), 3th grade (𝛽=.21, p=.006), 4th grade (𝛽=.20, p=.008), and gender (𝛽=.12, p=.033). Conclusion: The results of this study can be used for the development of health policies suitable for community infectious disease prevention behaviors and the development of infectious disease educational intervention programs.

The Study on the Relationship between COVID-19 Risk Perception, Job Instability, and Mental Health - Focusing on hotel workers - (코로나19 위험인식과 직업불안정, 정신건강 간의 관계 연구 - 호텔종사자를 중심으로 -)

  • Jung-Min Lee;Min-Hee Hong
    • Advanced Industrial SCIence
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    • v.2 no.4
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    • pp.1-10
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    • 2023
  • The purpose of this study is to verify the mediating effects of job insecurity on the relationship between COVID-19 risk perception and mental health in hotel workers. For this study, a sample of 633 hotel workers completed the questionnaires: COVID-19 risk perception, job insecurity, depression, anxiety, somatic symptoms. The data was analyzed by SPSS 25.0 program and PROCESS macro program. The main results can be summarized as follows. 1. The risk group of the job insecurity had a significantly higher level of mental health(depression, anxiety, somatic symptoms) compared with the normal group. 2. COVID-19 risk perception showed a significant effects on job insecurity and mental health(depression, anxiety, somatic symptoms). 3. The results showed a partial mediating effects of job insecurity on the relationship between COVID-19 risk perception and mental health(depression, anxiety, somatic symptoms). On the basis of the results, we discuss that hotel workers have the vulnerability of mental health in disaster situations such as COVID-19 pandemic, and that mental health risk increases due to the job insecurity caused by COVID-19. we propose the need to support human resource management measures and psychological programs for hotel workers.

A Study on Online Classes of College Physical Therapy Students since COVID-19 (COVID-19 이후 물리치료과 학생의 온라인수업 실태 조사 연구)

  • Chung, Eunjung
    • Journal of Korean Physical Therapy Science
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    • v.29 no.4
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    • pp.54-64
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    • 2022
  • Background: This study aims to investigate the perception and actual situation of online classes of college physical therapy students after COVID-19. In addition, it is necessary to conduct a fact-finding survey on how physical therapy students who have experienced online classes think about the online class method, what are the overall problems, and to what extent they are satisfied. Methods: The subjects of this study were 102 students in the 3rd year of physical therapy at University A, and the survey period was from June 10 to June 23, 2020, and the perception and use of online classes and self-regulated learning ability were investigated. Design: Cross-section study. Results: The perception of online lectures, it was found that the perception of online classes after actual online classes was better than the perceptions before watching (utilization), and satisfaction with online classes was generally high. There was a significant difference according to the grades in self regulated learning. The data values measured in this study were analyzed using SPSS (Statistical Package for Social Science) Windows version 12.0 statistical program. Conclusion: These results suggest that in future research, it is necessary to study the perceptions and actual conditions of each class compared to online classes and face-to-face classes.

A Study on Segmentation of Preferred Characteristics of Rural Tourists after COVID-19 Using Decision Tree Analysis (의사결정나무분석을 활용한 코로나19 이후 농촌관광객의 선호 특성 세분화 연구)

  • Seung-Hun Lee
    • Asia-Pacific Journal of Business
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    • v.14 no.1
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    • pp.411-426
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    • 2023
  • Purpose - The purpose of this study was to explore and diagnose the characteristics and behavioural patterns of rural tourists after COVID-19 using decision tree analysis to classify and identify key segmentation groups. Design/methodology/approach - The CHAID algorithm was used as the analysis technique for the decision tree. The explanatory variables used in the analysis of each decision tree model were demographic variables and rural tourism usage behaviour and perception variables, and the target variables were the preferences of rural tourists' activities after COVID-19. From the Rural Tourism 2020 survey data, 614 samples with rural tourism experience were extracted and used in the analysis. Findings - The variables that significantly explained the preference for each type of rural tourism activity after COVID-19 were rural tourism safety perception, repeated visits to the region, rural tourism priority activity, rural tourism accommodation experience, gender, age group, marital status, occupation, and education level. Among them, rural tourism safety perception was the most important explanatory variable in each analysis model. Research implications or Originality - Overall, to promote rural tourism, it is necessary to enhance the safety image of rural tourism, strengthen loyalty programs for repeat visitors, and develop customized products that reflect the preferred trends of rural tourism.

The Effect of tourism risk perception on tourism attitudes and intentions: Focus on the contex of COVID-19 (관광위험지각이 관광 태도와 의도에 미치는 영향: COVID-19 상황을 중심으로)

  • Lim, Myoung-Jae
    • Journal of Digital Convergence
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    • v.20 no.3
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    • pp.459-468
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    • 2022
  • The outbreak of COVID-19 is facing a global crisis. Therefore, this study comprehensively reviews the risk perception, tourism attitude, and tourism intention of potential tourists in the COVID-19 situation. As a research finding, three factors were derived for tourism risk perception: physical risk, social risk, and performance risk. It is verified that social risk to be a significant factors affecting tourism attitude. Also, it proved that social risk, performance risk to be important factors affecting tourism intention. A t-test was conducted to examine the implications of demographic characteristics(gender, age, job) in the study. As a result of the analysis, it was found that potential tourists in their 20's age perceived social risk as more important than other age groups. In addition, potential tourists in their 20's showed more positive tourism attitudes than other age groups. As a result of analyzing differences according to job, it was found that the student group had higher social risk, tourism attitude, and tourism intention than other occupational groups. Based on the research results, it can help derive strategies to reduce tourists' perception of risk in special situations such as COVID-19 and contribute to academia.

Changes in Consumer Perception of One Mile-Wear and Home Wear: The Impact of Covid-19 Outbreak (원마일웨어와 홈웨어에 대한 소비자 인식 변화: 코로나19 발생의 영향)

  • Choi, Yeong-Hyeon;Lee, Kyu-Hye
    • Journal of Fashion Business
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    • v.25 no.2
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    • pp.110-126
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    • 2021
  • This study aims to explore consumers' perception regarding "one-mile wear" and "home wear" fashion, an emerging trend during the Coronavirus disease (COVID-19) pandemic, and to identify the changes in consumers' perception of this style before and after the pandemic. The data collection period was set as one year before and after the outbreak as of January 1, 2020, and blog posts with keywords "one-mile wear" and "home wear" were collected. Further, textual data crawled and refined using Python 3.7 libraries, and centralities were measured and visualized through NodeXL 1.0.1 and Ucinet 6. According to the results, first, consumers' perception regarding one-mile wear fashion was divided into the following eight categories: wearing situation, expected attribute, style, item, color, textile, shape, and target wearer. Second, before the pandemic, home wear was recognized as pajamas or indoor wear; after the pandemic, home wear was recognized as one-mile wear, outdoor wear, and daily wear. Moreover, keywords, such as "telecommuting", "social distancing", "untact", and "upper body", appeared after the pandemic. It was confirmed that consumers' perception of home wear was affected by the pandemic.

Post-COVID-19 Syndrome: The Effect of Regret on Travelers' Dynamic Carpooling Decisions

  • Li Wang;Boya Wang;Qiang Xiao
    • Journal of Information Processing Systems
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    • v.20 no.2
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    • pp.239-251
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    • 2024
  • Coronavirus disease 2019 (COVID-19) has severely curtailed travelers' willingness to carpool and complicated the psychological processing system of travelers' carpooling decisions. In the post-COVID-19 era, a two-stage decision model under dynamic decision scenarios is constructed by tracking the psychological states of subjects in the face of multi-scenario carpooling decisions. Through a scenario experiment method, this paper investigates how three psychological variables, travelers' psychological distance to COVID-19, anticipated regret, and experienced regret about carpooling decisions, affect their willingness to carpool and re-carpool. The results show that in the initial carpooling decision, travelers' perception gap of anticipated regret positively predicts carpooling willingness and partially mediates between psychological distance to COVID-19 and carpooling willingness; in the re-carpooling decision, travelers' perception gap of anticipated regret mediates in the process of experienced regret influencing re-carpooling willingness; the inhibitory effect of experienced regret on carpooling in the context of COVID-19 is stronger than its facilitative effect on carpooling willingness. This paper tries to offer a fact-based decision-processing system for travelers.