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Tinjić D, Nordén A. Crisis-driven digitalization and academic success across disciplines. PLoS One 2024; 19:e0293588. [PMID: 38359011 PMCID: PMC10868814 DOI: 10.1371/journal.pone.0293588] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2023] [Accepted: 10/17/2023] [Indexed: 02/17/2024] Open
Abstract
While the rapid digitalization in higher education, accelerated by the COVID-19 pan- demic, has restructured the landscape of teaching and learning, a comprehensive under- standing of its implications on students' academic outcomes across various academic disciplines remains unexplored. This study, therefore, aims to fill this gap by providing an in-depth examination of the effects of crisis-driven digitalization on student performance, specifically the shift to emergency remote education during the COVID-19 crisis. Lever- aging a panel dataset encompassing 82,694 individual student course grades over a span of six years, we explore the effects of digitalization across nationalities, educational levels, genders, and crucially, academic disciplines. Our findings are threefold: (i) firstly, we note that crisis-driven digitalization significantly impacted students' chances of passing a course and achieving higher course grades in comparison to the pre-crisis period. (ii) Secondly, we found the effect to be heterogeneous across disciplines. Notably, practical disciplines, such as nursing, experienced a negative impact from this sudden shift, in contrast to more theoretical disciplines such as business administration or mathematics, which saw a positive effect. (iii) Lastly, our results highlight significant variations in the impact based on educational levels and nationalities. Master's students had a harder time adapting to the digital shift than their bachelor counterparts, while international students faced greater challenges in less international academic environments. These insights underscore the need for strategic interventions tailored to maximize the potential of digital learning across all disciplines and student demographics. The study aims to guide educators and policymakers in creating robust digital learning environments that promote equitable outcomes and enhance students' learning experiences in the digital age.
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Affiliation(s)
- Dina Tinjić
- Department of Economics, Swedish University of Agricultural Sciences, Uppsala, Sweden
| | - Anna Nordén
- Jönköping International Business School, Jönköping University, Jönköping, Sweden
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Kokkinos CM, Antoniadou N. Understanding Academic Dishonesty in University Settings: The Interplay of Dark Triad Traits and Moral Disengagement. J Genet Psychol 2023:1-14. [PMID: 38146689 DOI: 10.1080/00221325.2023.2297850] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Accepted: 12/17/2023] [Indexed: 12/27/2023]
Abstract
Understanding the correlates of academic dishonesty is crucial for designing effective preventive interventions, as is the investigation of moderating factors that could affect these interactions. Despite increased interest in the Dark Triad personality traits and their potential link with unethical behavior, there is limited evidence regarding the moderating role of moral disengagement in the relationship. This study aimed to investigate academic dishonesty among Greek university students, its relationship with the Dark Triad, and the moderating role of moral disengagement, using gender as a covariate. Overall, 587 students attending Greek public Universities voluntarily completed an anonymous self-report questionnaire assessing the constructs under investigation. Results showed that male students had higher scores in unauthorized collaboration, plagiarism, Dark Triad, and moral disengagement. Moderation analysis indicated that moral disengagement had an effect in the relationship of psychopathy with unauthorized collaboration, especially among men. Overall, the findings of this study highlight the importance of psychopathy and moral disengagement in the prediction of academic dishonesty and have the potential to make a significant contribution to its prevention, particularly in Greek universities where relative initiatives are lacking.
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Affiliation(s)
- Constantinos M Kokkinos
- Department of Primary Education, School of Education Sciences, Democritus University of Thrace, Alexandroupolis, Greece
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3
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Curtis GJ. Guilt, Shame and Academic Misconduct. JOURNAL OF ACADEMIC ETHICS 2023:1-15. [PMID: 37362772 PMCID: PMC10164613 DOI: 10.1007/s10805-023-09480-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/02/2023] [Indexed: 06/28/2023]
Abstract
Moral and self-conscious emotions like guilt and shame can function as internal negative experiences that punish or deter bad behaviour. Individual differences exist in people's tendency to experience guilt and shame. Being disposed to experience guilt and/or shame may predict students' expectations of their emotional reactions to engaging in immoral behaviour in the form of academic misconduct, and thus dissuade students from intending to engage in this behaviour. In this study, students' (n = 459) guilt and shame proneness, their expectations of feeling guilt and shame if they engaged in academic misconduct, and their intentions to engage in academic misconduct were measured. Three of the four facets of the guilt and shame proneness scale [GASP: Guilt-Negative-Behavior-Evaluation (NBE), Guilt-Repair, Shame-Negative-Self-Evaluation (NSE)] had significant negative correlations with academic misconduct intentions, and these relationships were mediated by anticipating shame and guilt related to engaging in academic misconduct. These results suggest that for some students expecting to experience negative moral emotions when engaging in academic misconduct may protect them from breaching ethical assessment rules.
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Affiliation(s)
- Guy J. Curtis
- School of Psychological Science, University of Western Australia, 35 Stirling Hwy, Perth, WA 6009 Australia
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4
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Ferguson CD, Toye MA, Eaton SE. Contract Cheating and Student Stress: Insights from a Canadian Community College. JOURNAL OF ACADEMIC ETHICS 2023:1-33. [PMID: 37362770 PMCID: PMC10161988 DOI: 10.1007/s10805-023-09476-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/12/2023] [Indexed: 06/28/2023]
Abstract
This article presents results from a self-report survey of misconduct behaviours and the stress students (n = 916) experienced at one Canadian community college. Results showed that students engaged in a variety of contract cheating behaviours, and experienced a myriad of stressors both in and outside the college context, including traumatic life events. Those who engaged in commercial contract cheating and inappropriate sharing behaviours experienced significantly higher levels of stress. This result differed by type of stress suggesting that not all stress may lead to violation behaviour. Results also suggest that some students are exposed to more stress than others, which could put them at higher risk for engaging in contract cheating. Understanding contract cheating using the stress process framework draws our attention to how a student's location in the social institutions of work, family, and school, how their positions of advantage or disadvantage, and their involvement in social relationships may produce stress which we have found to be associated with contract cheating. Seeing stress in this way allows post-secondary institutions to address the structural conditions which lead to stress through the development of policy, procedure, and supports for students as they navigate academic integrity throughout their programs.
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Academic integrity in the HyFlex learning environment. Heliyon 2023; 9:e13301. [PMID: 36798777 PMCID: PMC9925967 DOI: 10.1016/j.heliyon.2023.e13301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Revised: 01/19/2023] [Accepted: 01/25/2023] [Indexed: 01/30/2023] Open
Abstract
This study analyzed how students' personality traits and course attendance preferences impact academic integrity in the HyFlex learning environment. 535 undergraduate students were given a choice among courses face-to-face (F2F), online, or a hybrid combination of both. The Big Five Inventory and the Academic Integrity Inventory were administered through online questionnaires to STEM students. The findings show that emotional stability and agreeableness positively relate to academic integrity irrespective of attendance mode. So do conscientiousness and agreeableness in the hybrid environment. Conversely, the primarily F2F attendance mode and the personality trait of extraversion are tied to markedly low levels of academic integrity. We conclude that unveiling students' personality traits associated with ethical behaviour would be beneficial when designing HyFlex courses in different learning environments, whether human (F2F), machine-made (online) or a combination of both (hybrid). This, in turn, contributes to better higher quality education and enhances academic integrity.
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Ives B, Cazan AM. Did the COVID-19 pandemic lead to an increase in academic misconduct in higher education? HIGHER EDUCATION 2023; 87:1-19. [PMID: 36713136 PMCID: PMC9860225 DOI: 10.1007/s10734-023-00996-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Accepted: 01/10/2023] [Indexed: 06/18/2023]
Abstract
The shift to online instruction in higher education related to the COVID-19 pandemic has raised worldwide concerns about an increase in academic misconduct (cheating and plagiarism). However, data to document any increase is sparse. For this study, we collected survey data from 484 students in 11 universities in the USA, and 410 students in five universities in Romania. The data support the conclusions that (1) cheating on exams increased with the shift to online instruction, but plagiarism and cheating on assignments may not have increased, (2) significant differences between the two countries suggest that intervention planning should avoid assuming that results from one context may generalize to another, and (3) influencing student beliefs about rates of AM among their peers may be a fruitful new route for reducing academic misconduct.
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Affiliation(s)
- Bob Ives
- University of Nevada, MS 0266, Reno, NV 89557-0266 USA
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7
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Malik AA, Hassan M, Rizwan M, Mushtaque I, Lak TA, Hussain M. Impact of academic cheating and perceived online learning effectiveness on academic performance during the COVID-19 pandemic among Pakistani students. Front Psychol 2023; 14:1124095. [PMID: 36935968 PMCID: PMC10019462 DOI: 10.3389/fpsyg.2023.1124095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Accepted: 01/24/2023] [Indexed: 03/06/2023] Open
Abstract
Objective The study was conducted to examine academic cheating behaviors and perceived online effectiveness on academic performance during the period of COVID-19 among schools, colleges, and university students in Pakistan. Methodology A cross-sectional research design was used in the current study. Convenience sampling was used to collect the data. The study included a total sample of N = 8,590 students, with males (n = 3,270, 38%) and females (n = 5,320, 61%) participating. The data was divided into three categories: high schools (n = 1,098, 12.7%), colleges (n = 4,742, 55.2%), and universities (n = 2,570, 32.1%). School students had an average age of (M = 15, SD = 4.65), college students had an average age of (M = 20, SD = 5.64), and university students had an average age of (M = 24, SD = 5.01). Result The results indicated that 60% of students admitted to cheating during online exams most of the time; 30% of students admitted to cheating at least once during an online exam. The study found that students (from high school, college, and university) obtained higher grades in online exams as compared to physical exams. Furthermore, significant gender differences were found on the scales of online learning effectiveness in school, college, and university students (t = 2.3*, p = 0.05 vs. t = 4.32**, p = 0.000 vs. t = -3.3*, p = 0.04). Similarly, on the scale of academic performance, students have significant gender differences. Multivariate regression analysis confirms that students' 26% academic performance was increased due to cheating (F (2, 8,588) = 16.24, p = 0.000). Students believe online learning is effective because academic grades are easily obtained. Conclusion Cheating is more common and easier in online courses, according to more than half of respondents, and they take advantage of this. Academicians are heavily encouraged to develop morality and ethics in their students so that their institutions can produce ethical professionals for the educational community.
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Affiliation(s)
- Aamir Abbas Malik
- College of Public Administration, Nanjing Agricultural University, Nanjing, Jiangsu, China
- *Correspondence: Aamir Abbas Malik,
| | - Mehdi Hassan
- College of Public Administration, Nanjing Agricultural University, Nanjing, Jiangsu, China
| | - Muhammad Rizwan
- School of Education Sciences, Nanjing Normal University, Nanjing, Jiangsu, China
| | - Iqra Mushtaque
- Department of Psychology, Bahauddin Zakariya University, Multan, Pakistan
- Iqra Mushtaque,
| | | | - Mussarat Hussain
- Department of Sociology, University of Sargodha, Sargodha, Pakistan
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Sonbuchner TM, Lee J, Mundorff EC, Santangelo JR, Wei S, Novick PA. Reconnecting Students and Faculty to Maximize Academic Integrity and Minimize Student Stress in the Virtual Classroom. JOURNAL OF MICROBIOLOGY & BIOLOGY EDUCATION 2022; 23:e00080-22. [PMID: 36532216 PMCID: PMC9753611 DOI: 10.1128/jmbe.00080-22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/05/2022] [Accepted: 08/22/2022] [Indexed: 06/17/2023]
Abstract
The article documents faculty experiences with the shift online due to the pandemic and provides recommendations to science, technology, engineering, and mathematics (STEM) instructors. Over 100 faculty members were surveyed on these topics and contrasted with previously reported student experiences. The online shift changed how faculty administered exams, ran courses, and acted to ensure academic integrity. For example, when exams went online, 73% of faculty reported spending more time preventing cheating. Concerning academic integrity and stress, faculty and students agreed with the exception of a few notable disconnects. Students reported greater workloads in online classes, while faculty maintained that the shift online did not change student workloads. Students perceived more online cheating than faculty. Overall, there seems to be a significant disconnect regarding faculty not realizing how much their actions may encourage or discourage cheating. Few faculty (<15%) indicated that being a tough grader or having test times too short is a motivating factor, but over 55% of students reported that these motivate students to cheat. Conversely, over 60% of students reported respect for their professors discourages them from cheating, while only 37% of faculty indicated the same. Over 70% of faculty and students indicated that fear of getting caught is a deterrent to cheating. Recommendations to reconnect include (i) faculty should use the finding that the number one deterrent of cheating is fear of getting caught; and (ii) faculty should maintain students' respect by being clear or overestimating workload requirements, carefully adjusting time for online exams, and setting clear expectations with uncomplicated exam questions consistent with the material taught.
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Affiliation(s)
| | - Jacqueline Lee
- Department of Biology, Nassau Community College, Garden City, New York, USA
| | - Emily C. Mundorff
- Department of Chemistry, Hofstra University, Hempstead, New York, USA
| | | | - Sujun Wei
- Department of Chemistry, Queensborough Community College, City University of New York, Bayside, New York, USA
| | - Peter A. Novick
- Department of Biological Sciences and Geology, Queensborough Community College, City University of New York, Bayside, New York, USA
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Smith K, Emerson D, Haight T, Wood B. An examination of online cheating among business students through the lens of the Dark Triad and Fraud Diamond. ETHICS & BEHAVIOR 2022. [DOI: 10.1080/10508422.2022.2104281] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Affiliation(s)
- Kenneth Smith
- Department of Accounting and Legal Studies, Salisbury University
| | - David Emerson
- Department of Accounting and Legal Studies, Salisbury University
| | - Timothy Haight
- College of Business Administration, Loyola Marymount University College of Business Administration
| | - Bob Wood
- Department of Economics and Finance, University of South Alabama
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10
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Through the COVID-19 to Prospect Online School Learning: Voices of Students from China, Lebanon, and the US. EDUCATION SCIENCES 2022. [DOI: 10.3390/educsci12070472] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Online learning has emerged as a widely used learning mode and will likely supplement traditional learning in the post-pandemic era. The purpose of this study is to present student voices of online school education by investigating students’ online learning experiences during the COVID-19 pandemic in various contexts, and explain why the impacts are important to student learning and well-being. Semi-structured in-depth interviews were conducted with nine students from China, Lebanon, and the United States to gain direct insight into students’ perceptions of each country. The results showed that the online learning environment provided at the national level, such as social conflicts, and the facilities provided at the individual level, such as information access, increase the educational inequity. High-school students experienced numerous psychological changes and encountered academic cheating issues in the home online-learning environment. We recommend that online school education should make significant improvements in pedagogy, students’ mental health, and learning assessment, and consider factors beyond technology solutions.
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Killam LA, Luctkar-Flude M, Brune S, Camargo-Plazas P. Redefining Cheating on Written Exams: A Shift Toward Authentic Assessment to Promote Universal Design for Learning in the Context of Critical Caring Pedagogy. ANS Adv Nurs Sci 2022; 45:E127-E143. [PMID: 34879021 DOI: 10.1097/ans.0000000000000407] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Educators who recognize the value of authentic written exams for promoting student critical thinking may struggle with concerns about cheating. In this article, we explore how educators may use open-web take-home exams to help students develop integrity and evidence-based practice skills. Lang's theory is used to explore why students may cheat. We discuss the importance of caring assessment practices by drawing on critical caring pedagogy and universal design for learning. Throughout the discussion, we illustrate how authentic questions and instruction that is focused on dialogue, collaboration, and resource use may reduce cheating possibilities while improving student learning.
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Affiliation(s)
- Laura A Killam
- School of Nursing, Queen's University, Kingston, Ontario, Canada (Mss Killam and Brune and Drs Luctkar-Flude and Camargo-Plazas); School of Health Sciences and Emergency Services, Cambrian College, Sudbury, Ontario, Canada (Ms Killam); and School of Allied Health, Capilano University, North Vancouver, British Columbia, Canada (Ms Brune)
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12
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An analytical study on academic fraud affecting quality education. Int J Health Sci (Qassim) 2022. [DOI: 10.53730/ijhs.v6ns3.6173] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Fraudulent activities and persons are far from trustworthiness and it extinguishes even the spark of advancement. Even though human behaviour by nature is prone to selfishness and fraud, education is a powerful instrument for a committed and enlightened and selfless generation. But if an education system is affected with the presence of fraud persons and activities, the future of learners may get damaged and malformed. Therefore, academic fraud is to be considered as the most dangerous situation affecting the credibility of the entire education system in building a healthy generation for the advancement of entire humanity. This paper examined different types of academic fraud affecting quality education at secondary schools. The comparisons are being made among government, private aided and private unaided schools with regard to academic fraud. Statistical technique percentage analysis, percentile and Anova were being employed in this study. 400 hundred secondary school students from government schools, private aided schools, and private Unaided schools were selected through stratified random sampling method for the study. The presence of 67.8% academic fraud related deviated practices were confirmed through the analysis of the data that were being collected from three types of schools.
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Schultz M, Callahan DL. Perils and promise of online exams. Nat Rev Chem 2022; 6:299-300. [PMID: 35402730 PMCID: PMC8981880 DOI: 10.1038/s41570-022-00385-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
As academic staff scrambled into emergency remote teaching during COVID-19 restrictions, we also had to move in-person exams online without compromising integrity. This disruption caused us to think carefully about how chemistry is assessed, because 'business as usual' was no longer possible - and at some institutions, there are no plans for in-person exams to return.
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Affiliation(s)
- Madeleine Schultz
- School of Life and Environmental Sciences, Deakin University, Victoria, Australia
| | - Damien L. Callahan
- School of Life and Environmental Sciences, Deakin University, Victoria, Australia
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Novick PA, Lee J, Wei S, Mundorff EC, Santangelo JR, Sonbuchner TM. Maximizing Academic Integrity While Minimizing Stress in the Virtual Classroom. JOURNAL OF MICROBIOLOGY & BIOLOGY EDUCATION 2022; 23:00292-21. [PMID: 35496711 PMCID: PMC9053040 DOI: 10.1128/jmbe.00292-21] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Accepted: 12/14/2021] [Indexed: 05/20/2023]
Abstract
The article documents students' experiences with the shift online at the onset of the COVID-19 pandemic and provides informed recommendations to STEM instructors regarding academic integrity and student stress. Over 500 students were surveyed on these topics, including an open-ended question. Students experienced more stress and perceived a greater workload in online courses and therefore preferred in-person courses overall. Personal awareness of cheating during online exams is positively correlated with the proportion of cheating a student perceives. Fear of getting caught is the best cheating deterrent while getting a better grade makes cheating most enticing. Randomization of questions and answer choices is perceived as a highly effective tool to reduce cheating and is reported as the least stress-inducing method. Inability to backtrack and time limits cause students the most stress. Students report that multiple choice questions are the least effective question type to discourage cheating and oral exam questions cause the most stress. Use of camera and lockdown browser or being video- and audio- recorded caused the majority of student stress. Yet, nearly 60% agree that the combination of camera and lockdown browser is an effective deterrent. Recommendations: (i) Be transparent regarding academic dishonesty detection methods and penalties. (ii) Use online invigilating tools. (iii) Synchronize exams and (iv) randomize exam questions. (v) Allow backtracking. (vi) Avoid converting in-person exams to online exams; instead, explore new ways of designing exams for the online environment.
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Affiliation(s)
- Peter A. Novick
- Department of Biological Sciences and Geology, Queensborough Community College, City University of New York, Bayside, New York, USA
| | - Jacqueline Lee
- Department of Biology, Nassau Community College, Garden City, New York, USA
| | - Sujun Wei
- Department of Chemistry, Queensborough Community College, City University of New York, Bayside, New York, USA
| | - Emily C. Mundorff
- Department of Chemistry, Hofstra University, Hempstead, New York, USA
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The Higher Education Dilemma: The Views of Faculty on Integrity, Organizational Culture, and Duty of Fidelity. JOURNAL OF ACADEMIC ETHICS 2022. [DOI: 10.1007/s10805-022-09445-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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16
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Curtis GJ, Clare J, Vieira E, Selby E, Jonason PK. Predicting contract cheating intentions: Dark personality traits, attitudes, norms, and anticipated guilt and shame. PERSONALITY AND INDIVIDUAL DIFFERENCES 2022. [DOI: 10.1016/j.paid.2021.111277] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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17
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The COVID-19 epidemic analysis and diagnosis using deep learning: A systematic literature review and future directions. Comput Biol Med 2021; 141:105141. [PMID: 34929464 PMCID: PMC8668784 DOI: 10.1016/j.compbiomed.2021.105141] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Revised: 12/06/2021] [Accepted: 12/11/2021] [Indexed: 12/21/2022]
Abstract
Since December 2019, the COVID-19 outbreak has resulted in countless deaths and has harmed all facets of human existence. COVID-19 has been designated an epidemic by the World Health Organization (WHO), which has placed a tremendous burden on nearly all countries, especially those with weak health systems. However, Deep Learning (DL) has been applied in several applications and many types of detection applications in the medical field, including thyroid diagnosis, lung nodule recognition, fetal localization, and detection of diabetic retinopathy. Furthermore, various clinical imaging sources, like Magnetic Resonance Imaging (MRI), X-ray, and Computed Tomography (CT), make DL a perfect technique to tackle the epidemic of COVID-19. Inspired by this fact, a considerable amount of research has been done. A Systematic Literature Review (SLR) has been used in this study to discover, assess, and integrate findings from relevant studies. DL techniques used in COVID-19 have also been categorized into seven main distinct categories as Long Short Term Memory Networks (LSTM), Self-Organizing Maps (SOMs), Conventional Neural Networks (CNNs), Generative Adversarial Networks (GANs), Recurrent Neural Networks (RNNs), Autoencoders, and hybrid approaches. Then, the state-of-the-art studies connected to DL techniques and applications for health problems with COVID-19 have been highlighted. Moreover, many issues and problems associated with DL implementation for COVID-19 have been addressed, which are anticipated to stimulate more investigations to control the prevalence and disaster control in the future. According to the findings, most papers are assessed using characteristics such as accuracy, delay, robustness, and scalability. Meanwhile, other features are underutilized, such as security and convergence time. Python is also the most commonly used language in papers, accounting for 75% of the time. According to the investigation, 37.83% of applications have identified chest CT/chest X-ray images for patients.
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Afellat FZ, Abdalla MJ, Alipour H. The impact of boredom on the attitudes and behaviours of edutourists during the era of COVID-19 and the mediating role of psychological distress. TOURISM MANAGEMENT PERSPECTIVES 2021; 40:100885. [PMID: 34642623 PMCID: PMC8494727 DOI: 10.1016/j.tmp.2021.100885] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/05/2021] [Revised: 08/21/2021] [Accepted: 09/09/2021] [Indexed: 06/13/2023]
Abstract
This research examined the effects of boredom on the attitudes and behaviours of international students and their indirect psychological impact during the COVİD-19 pandemic. A partial least square method (PLS-SEM) was used to analyse the data taken from a sample of 260 students. As a result of this research, a significant negative effect of boredom on edutourists' attitudes as well as an insignificant positive effect on their behaviours was determined; furthermore, the students' attitudes did not affect their behaviours. A positive connection between boredom and psychological distress was significant. Additionally, results demonstrated that psychological distress did not mediate the aforementioned relationships. Nevertheless, the results of the multi-group analysis unearthed different responses among male and female students during the COVID-19. The study provides practical and theoretical implications, limitations, and areas for further research.
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Affiliation(s)
- Fatima Zahrae Afellat
- Faculty of Tourism, Eastern Mediterranean University, TRNC. Via Mersin 10, 99450, Turkey
| | - Moh'd Juma Abdalla
- Faculty of Tourism, Eastern Mediterranean University, TRNC. Via Mersin 10, 99450, Turkey
| | - Habib Alipour
- Faculty of Tourism, Eastern Mediterranean University, TRNC. Via Mersin 10, 99450, Turkey
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19
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Using Analytics to Identify When Course Materials Are Accessed Relative to Online Exams during Digital Education. EDUCATION SCIENCES 2021. [DOI: 10.3390/educsci11100576] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Face-to-face education has changed to blended or distance teaching due to the COVID-19 pandemic. Since education took a digital format, it can be investigated when course materials are accessed relative to online exams: are they opened before exams or during them? Therefore, four subjects were chosen for investigation at the University of Pannonia: one theoretical, one practical, and two that are both theoretical and practical were selected. Two groups of non-repeater 2nd-semester students and two groups of non-repeater 5th-semester students attended these classes. Slides were uploaded to the university’s Moodle system, while videos were uploaded to YouTube. Their analytics were used for the investigation. The analyses were conducted in five groups of days relative to the exam day. According to the results, students studied throughout the semester for the normal exam in most cases, while they studied a day before the supplementary one. For cheating, the 2nd-semester students used significantly more slides, while 5th-semester students used significantly more videos. Even with cheating, the students in their 2nd semester received significantly worse marks by 26.06% than those who were in their 5th semester.
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Hill G, Mason J, Dunn A. Contract cheating: an increasing challenge for global academic community arising from COVID-19. RESEARCH AND PRACTICE IN TECHNOLOGY ENHANCED LEARNING 2021; 16:24. [PMID: 34345307 PMCID: PMC8323077 DOI: 10.1186/s41039-021-00166-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/18/2020] [Accepted: 06/06/2021] [Indexed: 05/31/2023]
Abstract
Due to COVID-19, universities with limited expertise with the digital environment had to rapidly transition to online teaching and assessment. This transition did not create a new problem but has offered more opportunities for contract cheating and diversified the types of such services. While universities and lecturers were adjusting to the new teaching styles and developing new assessment methods, opportunistic contract cheating providers have been offering $50 COVID-19 discounts and students securing the services of commercial online tutors to take their online exams or to take advantage of real-time assistance from 'pros' while sitting examinations. The article contributes to the discourse on contract cheating by reporting on an investigation of the scope and scale of the growing problems related to academic integrity exacerbated by an urgent transition to online assessments during the COVID-19 pandemic. The dark reality is the illegal services are developing at a faster pace than the systems required to curb them, as demonstrated by the results. The all-penetrating issues indicate systemic failures on a global scale that cannot be addressed by an individual academic or university acting alone. Multi-level solutions including academics, universities and the global community are essential. Future research must focus on developing a model of collaboration to address this problem on several levels, taking into account (1) individual academics, (2) universities, (3) countries and (4) international communities.
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Affiliation(s)
- Guzyal Hill
- School of Humanities, Arts and Social Sciences, University of New England, Armidale, Australia
| | - Jon Mason
- International Graduate Centre of Education, Charles Darwin University, Darwin, Australia
| | - Alex Dunn
- Charles Darwin University, Darwin, Australia
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Erguvan ID. The rise of contract cheating during the COVID-19 pandemic: a qualitative study through the eyes of academics in Kuwait. LANGUAGE TESTING IN ASIA 2021; 11:34. [PMCID: PMC8636068 DOI: 10.1186/s40468-021-00149-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/09/2021] [Accepted: 11/11/2021] [Indexed: 10/31/2023]
Abstract
Contract cheating has gone rampant in higher education recently. When institutions switched to online learning during the COVID-19 pandemic, the percentage of contract cheating students climbed to unprecedented levels. Essay mills saw the lack of face-to-face interaction and proctoring on campus as an opportunity and used aggressive marketing methods to attract students. This study asked the opinions of 20 faculty members working in the English departments of private higher education institutions in Kuwait regarding contract cheating through interviews. The data was analyzed with MAXQDA 2020. The findings show that all faculty members can recognize contract cheating easily. Most of them see contract cheating as a serious problem in the higher education system, a threat to the reliability of language assessment, triggered by laziness, the social pressure to graduate with a high GPA, and exacerbated by the cheating opportunities in online education. Academics have developed certain individual strategies in their courses to curb the number of contract cheating students; however, institutional measures differ, and in some, there are no measures or sanctions on contract cheating students.
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Walsh LL, Lichti DA, Zambrano-Varghese CM, Borgaonkar AD, Sodhi JS, Moon S, Wester ER, Callis-Duehl KL. Why and how science students in the United States think their peers cheat more frequently online: perspectives during the COVID-19 pandemic. INTERNATIONAL JOURNAL FOR EDUCATIONAL INTEGRITY 2021; 17:23. [PMCID: PMC8594954 DOI: 10.1007/s40979-021-00089-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Accepted: 08/24/2021] [Indexed: 06/18/2023]
Abstract
Academic integrity establishes a code of ethics that transfers over into the job force and is a critical characteristic in scientists in the twenty-first century. A student’s perception of cheating is influenced by both internal and external factors that develop and change through time. For students, the COVID-19 pandemic shrank their academic and social environments onto a computer screen. We surveyed science students in the United States at the end of their first COVID-interrupted semester to understand how and why they believed their peers were cheating more online during a pandemic. Almost 81% of students indicated that they believed cheating occurred more frequently online than in-person. When explaining why they believed this, students touched on proctoring, cheating influences, and extenuating circumstances due to COVID-19. When describing how they believed cheating occurred more frequently online, students touched on methods for cheating and surreptitious behavior. The student reasonings were associated with four theories (game theory, Kohlberg’s theory of moral development, neutralization theory, and planned behavior theory) that have been used to examine academic dishonesty. Our results can aid institutions in efforts to quell student concerns about their peers cheating during emergencies. Interestingly, most student beliefs were mapped to planned behavior theory while only a few students were mapped to neutralization theory, suggesting it was a novel modality of assessment rather than a pandemic that shaped student perceptions.
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Affiliation(s)
- Lisa L. Walsh
- Donald Danforth Plant Science Center, St. Louis, MO USA
| | - Deborah A. Lichti
- Interdisciplinary Science Learning Laboratories, University of Delaware, Newark, DE USA
| | | | - Ashish D. Borgaonkar
- School of Applied Engineering & Technology, New Jersey Institute of Technology, Newark, NJ USA
| | - Jaskirat S. Sodhi
- Mechanical & Industrial Engineering, New Jersey Institute of Technology, Newark, NJ USA
| | - Swapnil Moon
- Mechanical & Industrial Engineering, New Jersey Institute of Technology, Newark, NJ USA
| | - Emma R. Wester
- Donald Danforth Plant Science Center, St. Louis, MO USA
- Department of Biology, St. Louis University, St. Louis, MO USA
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