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1.
J Perinat Neonatal Nurs ; 37(2): 116-122, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37102558

RESUMO

BACKGROUND AND LOCAL PROBLEM: The COVID-19 pandemic created a gap in global health learning, requiring creative solutions to bridge the divide. Collaborative online international learning (COIL) is a program between universities located in different geographic areas that aims to build cross-cultural learning and collaboration. INTERVENTION: Faculty members from Uganda and the United States worked collaboratively to plan a 2-session COIL activity for nursing and midwifery students. Twenty-eight students from the United States and Uganda participated in the pilot quality improvement project. MEASURES: Students completed a 13-question REDCap survey measuring satisfaction, time commitment for the activity, and increase in knowledge about differently resourced healthcare systems. Students also were asked to provide qualitative feedback in that survey. RESULTS: Survey results indicate a high level of satisfaction and an increased understanding of a new healthcare system. The majority of students wanted more scheduled activity times, the opportunity to meet face to face, and/or more robust sessions in the future. CONCLUSION: This COIL activity between students in the United States and Uganda was a no-cost activity that provided global health learning opportunities for students during the global pandemic. The COIL model is replicable, adaptable, and customizable for a variety of courses and time spans.


Assuntos
Educação a Distância , Cooperação Internacional , Tocologia , Estudantes de Enfermagem , Humanos , COVID-19/epidemiologia , Educação a Distância/organização & administração , Tocologia/educação , Pesquisa em Educação de Enfermagem , Pesquisa em Avaliação de Enfermagem , Pandemias , Inquéritos e Questionários , Uganda/epidemiologia , Estados Unidos/epidemiologia , Estudantes de Enfermagem/psicologia , Docentes de Enfermagem/psicologia , Projetos Piloto
3.
Anat Histol Embryol ; 52(1): 101-114, 2023 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-36317584

RESUMO

Educational technologies in veterinary medicine aim to train veterinarians faster and improve clinical outcomes. COVID-19 pandemic, shifted face-to-face teaching to online, thus, the need to provide effective education remotely was exacerbated. Among recent technology advances for veterinary medical education, extended reality (XR) is a promising teaching tool. This study aimed to develop a case resolution approach for radiographic anatomy studies using XR technology and assess students' achievement of differential diagnostic skills. Learning objectives based on Bloom's taxonomy keywords were used to develop four clinical cases (3 dogs/1 cat) of spinal injuries utilizing CT scans and XR models and presented to 22 third-year veterinary medicine students. Quantitative assessment (ASMT) of 7 questions probing 'memorization', 'understanding and application', 'analysis' and 'evaluation' was given before and after contact with XR technology as well as qualitative feedback via a survey. Mean ASMT scores increased during case resolution (pre 51.6% (±37%)/post 60.1% (± 34%); p < 0.01), but without significant difference between cases (Kruskal-Wallis H = 2.18, NS). Learning objectives were examined for six questions (Q1-Q6) across cases (C1-4): Memorization improved sequentially (Q1, 2 8/8), while Understanding and Application (Q3,4) showed the greatest improvement (26.7%-76.9%). Evaluation and Analysis (Q5,6) was somewhat mixed, improving (5/8), no change (3/8) and declining (1/8).Positive student perceptions suggest that case studies' online delivery was well received stimulating learning in diagnostic imaging and anatomy while developing visual-spatial skills that aid understanding cross-sectional images. Therefore, XR technology could be a useful approach to complement radiological instruction in veterinary medicine.


Assuntos
Doenças do Gato , Doenças do Cão , Educação a Distância , Educação em Veterinária , Estudantes de Medicina , Animais , Cães , Humanos , COVID-19/epidemiologia , Doenças do Cão/diagnóstico por imagem , Aprendizagem , Pandemias , Tomografia Computadorizada por Raios X/veterinária , Doenças do Gato/diagnóstico por imagem , Educação em Veterinária/organização & administração , Estudantes de Medicina/psicologia , Educação a Distância/organização & administração , Avaliação Educacional
4.
J Contin Educ Nurs ; 53(7): 307-311, 2022 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-35858151

RESUMO

In this article, the authors share strategies of adult learning principles for successful transition to virtual learning for new graduate clinical nurses. Knowles' theory was used to redesign a simulation-based education approach to fulfill the diverse learning needs during the COVID-19 pandemic. The delivery of efficient, effective, and meaningful education was achieved by leveraging technology. This evidence-based strategy was delivered via a cost-effective virtual platform that offered improved accessibility and convenience of education without compromising the quality of the educational outcomes, participant engagement, or learner satisfaction. This virtual platform incorporating a variety of active learning strategies exhibited effective practices, engaging the new graduate clinical nurses and enhancing their acquiring, retaining, and applying knowledge in providing high-quality and safe patient care. It demonstrated the promise that virtual education holds for future programs to enhance professional development and build the nursing workforce. Nurse educators can be instrumental in advancing this virtual agenda. [J Contin Educ Nurs. 2022;53(7):307-311.].


Assuntos
COVID-19 , Educação a Distância , Educação de Pós-Graduação em Enfermagem , Adulto , COVID-19/enfermagem , Educação a Distância/métodos , Educação a Distância/organização & administração , Educação de Pós-Graduação/métodos , Educação de Pós-Graduação em Enfermagem/métodos , Humanos , Pandemias , Aprendizagem Baseada em Problemas
5.
Neurology ; 98(7): 279-286, 2022 02 15.
Artigo em Inglês | MEDLINE | ID: mdl-34921103

RESUMO

The standard neurology clinical experience in medical school focuses primarily on bedside patient encounters; however, the limitations of the clinical environment due to the current COVID-19 pandemic have accelerated the need for virtual curriculum development. To provide guidance to Neurology clerkship directors during this unprecedented time, the American Academy of Neurology (AAN) Undergraduate Education Subcommittee (UES) formed a workgroup to develop an outline for a virtual curriculum, provide recommendations, and describe models of integrating virtual curricula into the neurology clerkship. In this overview, we discuss different methods of virtual instruction, hybrid models of clerkship training and the challenges to its implementation, professionalism issues, and modification of feedback and assessment techniques specific to the virtual learning environment. We also offer suggestions for implementation of a hybrid virtual curriculum into the neurology clerkship. The virtual curriculum is intended to supplement the core neurology in-person clinical experience and should not be used for shortening or replacing the required neurology clinical clerkship.


Assuntos
COVID-19 , Estágio Clínico , Educação a Distância , Neurologia , Pandemias , COVID-19/epidemiologia , Estágio Clínico/organização & administração , Currículo , Educação a Distância/métodos , Educação a Distância/organização & administração , Humanos , Neurologia/educação , Estados Unidos/epidemiologia
6.
Med Teach ; 44(2): 187-195, 2022 02.
Artigo em Inglês | MEDLINE | ID: mdl-34608845

RESUMO

AIMS: The COVID-19 pandemic has seen a major disruption to undergraduate and postgraduate clinical medical education. The aim of this rapid review was to identify and synthesize published literature relating to the solutions, enablers and barriers to online learning implemented in clinical medical education during the first year of the COVID-19 pandemic. METHODS: All articles published before March 2021 in peer-reviewed journals, including MedEdPublish, that described authors' experience of online learning in response to the COVID-19 pandemic. A descriptive analysis of the solutions and a qualitative template analysis of enablers and barriers. RESULTS: 87 articles were identified for inclusion. Face to face teaching was maintained with interactive approaches between learners and/or learners and teachers. Several innovative solutions were identified. The enablers were a readiness and rapid response by institutions, with innovation by teachers. The barriers were the lack of planning and resources, usability problems and limited interactivity between teachers and students. CONCLUSIONS: Important and timely evidence was obtained that can inform future policy, practice and research. The findings highlighted the urgent need to use rapid design and implementation methods with greater explicit descriptions in published articles to ensure applicability to other contexts.


Assuntos
COVID-19 , Educação a Distância , Educação Médica , COVID-19/epidemiologia , Educação a Distância/organização & administração , Educação Médica/métodos , Educação Médica/organização & administração , Humanos , Pandemias
7.
Rev. medica electron ; 43(6): 1697-1706, dic. 2021.
Artigo em Espanhol | LILACS, CUMED | ID: biblio-1409692

RESUMO

RESUMEN Las instituciones de educación superior de Salud han afrontado un gran reto con la aparición de la pandemia de COVID-19. Esta situación generó una ruptura de los tradicionales modelos de formación, caracterizados por la presencialidad en el aula, obligando a pasar hacia la educación a distancia, conocida en esta situación como educación remota de emergencia. Este proceso de disrupción académica, determinó acciones para lograr, aun en estas condiciones, la continuidad del curso escolar, estructurándose las mismas en dos etapas sucesivas: la primera, con predominio del principio de depósito sin interacción (estantería o repositorio), y la segunda con predominio del principio de interacción (verdadero espacio virtual de intercambio) (AU).


ABSTRACT The institutions of higher health education have faced a major challenge with the emergence of the COVID-19 pandemic. This situation caused a rupture of the traditional training models, characterized by the presence in the classroom, forcing to move towards distance education, known in this situation as remote emergency education. This process of academic disruption determined actions to achieve, even under these conditions, the continuity of the school year, structuring them in two successive stages: the first, with predominance of the principle of non-interaction deposit (shelving or repository), and the second with predominance of the principle of interaction (true virtual space of exchange) (AU).


Assuntos
Humanos , Masculino , Feminino , Infecções por Coronavirus , Educação a Distância/tendências , Instituições Acadêmicas , Universidades/tendências , Educação a Distância/métodos , Educação a Distância/organização & administração , Educação Médica/tendências
8.
Ann Med ; 53(1): 1991-1998, 2021 12.
Artigo em Inglês | MEDLINE | ID: mdl-34726527

RESUMO

BACKGROUND: Homoeostasis of the autonomic nervous system (ANS) contributes to cognitive functional integrity in learners and can be greatly influenced by emotions and stress. While moderate stress can enhance learning and memory processes, long-term stress compromises learning performance in a face-to-face classroom environment. Integrative online learning and communication tools were shown to be beneficial for visualization and comprehension but their effects on the ANS are poorly understood. We aim to assess the effects of video conference-supported live lectures compared to on-site classroom teaching on autonomic functions and their association with learning performance. METHODS AND DESIGN: Fifty mentally and physically healthy medical students will be enrolled in a randomized two-period crossover study. Subjects will attend a seminar, which is held in face-to-face and simultaneously transmitted via videoconference. Subjects will be allocated in two arms in a randomized sequence determining the order in which both seminar settings will be attended. At baseline and throughout the interactive seminar subjects will undergo detailed autonomic testing comprising neurocardiac (heart rate variability), sudomotor (sympathetic skin response), neurovascular (laser Doppler flowmetry) and pupillomotor (pupillography) function. Furthermore, learning progress will be evaluated using pre- and post-tests on the seminar subject and emotions will be assessed using profile of mood state (POMS) questionnaire. STATISTICAL ANALYSIS: Carryover effects will be handled using a two-way repeated measures (mixed model). Between-group differences (baseline vs face-to-face vs videoconference) will be determined using one-way analysis of variance ANOVA followed by Student-Newman-Keul test. LIMITATIONS AND STRENGTHS: This study may elucidate complex interactions between autonomic and emotional dynamics during conventional on-site and video conference-based teaching, thus providing a basis for customized learning and teaching methods. Understanding and utilizing advanced distance learning strategies is particularly important during the current pandemic, which has been limiting on-site teaching dramatically in nearly all countries of the world.


Assuntos
Currículo , Educação a Distância/organização & administração , Educação Médica/organização & administração , Neurofisiologia/educação , Ensaios Clínicos Controlados Aleatórios como Assunto , Faculdades de Medicina , Ensino/organização & administração , Sistema Nervoso Autônomo , Estudos Cross-Over , Humanos , Universidades
10.
Bull Cancer ; 108(12): 1101-1111, 2021 Dec.
Artigo em Francês | MEDLINE | ID: mdl-34689979

RESUMO

INTRODUCTION: Among the themes to be addressed by a Massive Open Online Course (MOOC) on geriatric oncology, one of the priorities was delirium, due to its frequency, complications and difficulties encountered by healthcare professionals in diagnosing and managing delirium. Our study aims to evaluate professional practices in the area of education, regarding the evaluation of the content of a MOOC module about delirium syndrome in geriatric oncology. METHODS: We created a multidisciplinary group to define the scientific content, the pedagogical objectives, the scriptwriting and the development of a training module. The quality of instructional design was then evaluated according to eleven MOOC design principles to promote learning. Participants were studied. RESULTS: Seven of the eleven criteria for evaluating pedagogical quality were documented. Among the 1020 participants, 455 (44.6%) completed the final test concerning delirium: 417 (40.8%) passed the final test; 406 documented their profession and the region of France where they worked: 146 (32%) nurses (confirming the participation of the targeted audience), 103 (22.6%) doctors/pharmacists (illustrating the multi-professional interest of the thematic), with a wide distribution of the participants over the national territory. DISCUSSION: The multidisciplinary team's investment in developing these teaching materials strengthened the group's cohesion and valuated its professional skills. All teaching resources developed for access via the internet must be accompanied by an evaluation of the quality of the scientific content, objectives and teaching methods, before being able to appreciate its use in the field and assess its real impact on the participants' learning and practice.


Assuntos
Competência Clínica/estatística & dados numéricos , Delírio/diagnóstico , Delírio/terapia , Educação a Distância/organização & administração , Geriatria/educação , Oncologia/educação , Idoso , Currículo , Delírio/etiologia , Avaliação Educacional/estatística & dados numéricos , Feminino , França , Humanos , Masculino , Enfermeiras e Enfermeiros/estatística & dados numéricos , Farmacêuticos/estatística & dados numéricos , Médicos/estatística & dados numéricos , Desenvolvimento de Programas/métodos , Fatores de Risco , Estudantes de Ciências da Saúde/estatística & dados numéricos , Síndrome , Ensino
11.
Rural Remote Health ; 21(3): 6366, 2021 09.
Artigo em Inglês | MEDLINE | ID: mdl-34582692

RESUMO

INTRODUCTION: To reduce the rate of spread of the COVID-19 pandemic in Turkey, distance education was initiated in all universities on 23 March 2020. Distance learning had not been experienced in physical therapy and rehabilitation education before the COVID-19 outbreak. This study aimed to (a) determine the acceptance and attitudes of Pamukkale University Physical Therapy and Rehabilitation undergraduate students towards distance learning during the COVID-19 outbreak and (b) compare the results among years. METHODS: This study was conducted from May 2020 to June 2020 at the Pamukkale University School of Physical Therapy and Rehabilitation in Turkey. A total of 381 students (271 female, 110 male) participated. The Distance Learning Systems Acceptance Scale (ease of use, benefit), the Community Feeling Scale (affective and actional dimension), and the Distance Learning Attitude Scale (general acceptance, individual awareness, perceived usefulness, effective participation) were used to measure students' acceptance and attitudes towards distance education. RESULTS: Students had partly positive attitudes towards distance learning but were undecided about individual awareness, usefulness, and effective participation. The sense of community among students was moderate in the distance learning environment. Distance learning acceptance and attitude, and the sense of community levels, were highest in fourth-year students (last year of the school), followed by first-, third-, and then second-year students. The distance learning and sense of community scores of first- and fourth-year students were significantly higher than those of second- and third-year students (p≤0.01). CONCLUSION: Physical therapy and rehabilitation undergraduate students' attitudes towards distance learning during the COVID-19 outbreak were positive. However, when comparing between years, students in the second and third academic years had less positive attitudes. This may be because most of their curricula consisted of practical courses and summer field internships, and there were no opportunities to practise on mannequins, peers, and patients in distance education. In this study, the sense of community among students in the distance learning environment was also moderate. This may be because students were not enthusiastic about attending course lectures online, and because they did not have to view the lectures at a set time.


Assuntos
COVID-19/prevenção & controle , Educação a Distância/métodos , Especialidade de Fisioterapia/educação , Estudantes de Ciências da Saúde/psicologia , Atitude , COVID-19/epidemiologia , Educação a Distância/organização & administração , Feminino , Humanos , Masculino , Pandemias , Modalidades de Fisioterapia , SARS-CoV-2 , Turquia
14.
FEMS Microbiol Lett ; 368(16)2021 Aug 26.
Artigo em Inglês | MEDLINE | ID: mdl-34410377

RESUMO

The COVID-19 (coronavirus disease 2019) pandemic has forced universities to find new ways to conduct learning and teaching, as traditional face-to-face teaching has been prevented or restricted to an absolute minimum in many instances. Therefore, we redesigned and taught second-year veterinary student microbiology laboratory exercises (labs) with a hybrid learning approach. For this, a novel 'remote partner' model was implemented in which students present on-site in the laboratory worked synchronously pairwise with their remote partner present online. A student feedback survey revealed that in this remote partner model, both on-site and online participation in the labs were experienced as being useful in improving their laboratory skills. The students' overall performance in hands-on microbiological laboratory skills and safe working practices was similar in the hybrid learning approach (the 2021 class) and in the traditional on-site participation approach (the 2018-20 classes). This study suggests that the remote partner model is an effective way to acquire microbiological laboratory skills. This learning approach can be used in the non-pandemic future and/or also be applied to other fields.


Assuntos
COVID-19/epidemiologia , Educação a Distância/métodos , Educação em Veterinária/métodos , Microbiologia/educação , COVID-19/prevenção & controle , Técnicas de Laboratório Clínico , Educação a Distância/organização & administração , Educação em Veterinária/organização & administração , Avaliação Educacional , Humanos , Modelos Educacionais , Ensino
15.
Acad Med ; 96(9): 1276-1281, 2021 09 01.
Artigo em Inglês | MEDLINE | ID: mdl-34432665

RESUMO

The clinical learning environment (CLE) encompasses the learner's personal characteristics and experiences, social relationships, organizational culture, and the institution's physical and virtual infrastructure. During the COVID-19 pandemic, all 4 of these parts of the CLE have undergone a massive and rapid disruption. Personal and social communications have been limited to virtual interactions or shifted to unfamiliar clinical spaces because of redeployment. Rapid changes to the organizational culture required prompt adaptations from learners and educators in their complex organizational systems yet caused increased confusion and anxiety among them. A traditional reliance on a physical infrastructure for classical educational practices in the CLE was challenged when all institutions had to undergo a major transition to a virtual learning environment. However, disruptions spurred exciting innovations in the CLE. An entire cohort of physicians and learners underwent swift adjustments in their personal and professional development and identity as they rose to meet the clinical and educational challenges they faced due to COVID-19. Social networks and collaborations were expanded beyond traditional institutional walls and previously held international boundaries within multiple specialties. Specific aspects of the organizational and educational culture, including epidemiology, public health, and medical ethics, were brought to the forefront in health professions education, while the physical learning environment underwent a rapid transition to a virtual learning space. As health professions education continues in the era of COVID-19 and into a new era, educators must take advantage of these dynamic systems to identify additional gaps and implement meaningful change. In this article, health professions educators and learners from multiple institutions and specialties discuss the gaps and weaknesses exposed, opportunities revealed, and strategies developed for optimizing the CLE in the post-COVID-19 world.


Assuntos
COVID-19/prevenção & controle , Educação a Distância/métodos , Educação Médica/métodos , Aprendizagem , Distanciamento Físico , Estudantes de Medicina/psicologia , Comportamento Cooperativo , Educação a Distância/organização & administração , Educação Médica/organização & administração , Humanos , Práticas Interdisciplinares , Cultura Organizacional , Meio Social , Rede Social , Estados Unidos
16.
Plast Reconstr Surg ; 148(3): 462e-474e, 2021 09 01.
Artigo em Inglês | MEDLINE | ID: mdl-34432706

RESUMO

BACKGROUND: The coronavirus disease of 2019 (COVID-19) pandemic has had a profound effect on surgical training programs, reflecting decreases in elective surgical cases and emergency restructuring of clinical teams. The effect of these measures on U.S. plastic surgery resident education and wellness has not been characterized. METHODS: An institutional review board-exempted anonymous survey was developed through expert panel discussion and pilot testing. All current U.S. plastic surgery trainees were invited to complete a cross-sectional 28-question survey in April of 2020. Respondents were queried regarding demographic information, educational experiences, and wellness during the COVID-19 pandemic. RESULTS: A total of 668 residents responded to the survey, corresponding to a 56.1 percent response rate. Sex, training program type, postgraduate year, and region were well represented within the sample. Nearly all trainees (97.1 percent) reported restructuring of their clinical teams. One-sixth of respondents were personally redeployed to assist with the care of COVID-19 patients. A considerable proportion of residents felt that the COVID-19 pandemic had a negative impact on their education (58.1 percent) and wellness (84.8 percent). Residents found virtual curriculum effective and meaningful, and viewed an average of 4.2 lectures weekly. Although most residents did not anticipate a change in career path, some reported negative consequences on job prospects or fellowship. CONCLUSIONS: The COVID-19 pandemic had a considerable impact on U.S. plastic surgery education and wellness. Although reductions in case volume may be temporary, this may represent a loss of critical, supervised clinical experience. Some effects may be positive, such as the development of impactful virtual lectures that allow for cross-institutional curriculum.


Assuntos
Atitude do Pessoal de Saúde , COVID-19 , Nível de Saúde , Internato e Residência , Estudantes de Medicina/psicologia , Cirurgia Plástica/educação , Adulto , Escolha da Profissão , Estudos Transversais , Currículo , Educação a Distância/métodos , Educação a Distância/organização & administração , Educação a Distância/tendências , Feminino , Humanos , Internato e Residência/métodos , Internato e Residência/organização & administração , Internato e Residência/tendências , Masculino , Saúde Mental , Distanciamento Físico , Apoio Social , Estresse Psicológico , Cirurgia Plástica/organização & administração , Cirurgia Plástica/tendências , Inquéritos e Questionários , Estados Unidos
19.
PLoS One ; 16(8): e0249872, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34347779

RESUMO

This paper analyzes the application of various telemedicine services in Gansu Province, China during the COVID-19 epidemic, and summarizes the experiences with these services. In addition, the satisfaction levels of patients and doctors with the application of telemedicine in COVID-19 were investigated, the deficiencies of telemedicine in Gansu were determined, and recommendations for modification were proposed. Coronavirus Disease 2019 (COVID-19) has broken out in China, and Gansu Province in Northwest of China has not been spared. To date, there are 91 local COVID-19 cases and 42 imported cases. 109 hospitals were selected as designated hospitals during the COVID-19 outbreak, and most of them were secondary hospitals. However, it was unsatisfactory that the ability of medical services is relatively low in most of secondary hospitals and primary hospitals. Therefore, we helped the secondary hospitals cope with COVID-19 by means of remote consultation, long-distance education, telemedicine question and answer (Q&A). Our practical experience shows that telemedicine can be widely used during the COVID-19 epidemic, especially in developing countries and areas with lagging medical standards.


Assuntos
COVID-19/epidemiologia , COVID-19/terapia , Telemedicina/organização & administração , China/epidemiologia , Surtos de Doenças , Educação a Distância/organização & administração , Educação a Distância/estatística & dados numéricos , Educação Médica Continuada/métodos , Educação Médica Continuada/organização & administração , Educação Médica Continuada/estatística & dados numéricos , Educação Continuada em Enfermagem/métodos , Educação Continuada em Enfermagem/organização & administração , Educação Continuada em Enfermagem/estatística & dados numéricos , Epidemias , Geografia , Acesso aos Serviços de Saúde/organização & administração , Acesso aos Serviços de Saúde/estatística & dados numéricos , Humanos , Relações Médico-Paciente , Consulta Remota/instrumentação , Consulta Remota/métodos , Consulta Remota/organização & administração , Consulta Remota/estatística & dados numéricos , SARS-CoV-2/fisiologia , Software , Telemedicina/instrumentação , Telemedicina/métodos
20.
PLoS One ; 16(8): e0254340, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34347794

RESUMO

The COVID-19 pandemic has impelled the majority of schools and universities around the world to switch to remote teaching. One of the greatest challenges in online education is preserving the academic integrity of student assessments. The lack of direct supervision by instructors during final examinations poses a significant risk of academic misconduct. In this paper, we propose a new approach to detecting potential cases of cheating on the final exam using machine learning techniques. We treat the issue of identifying the potential cases of cheating as an outlier detection problem. We use students' continuous assessment results to identify abnormal scores on the final exam. However, unlike a standard outlier detection task in machine learning, the student assessment data requires us to consider its sequential nature. We address this issue by applying recurrent neural networks together with anomaly detection algorithms. Numerical experiments on a range of datasets show that the proposed method achieves a remarkably high level of accuracy in detecting cases of cheating on the exam. We believe that the proposed method would be an effective tool for academics and administrators interested in preserving the academic integrity of course assessments.


Assuntos
Educação a Distância , Avaliação Educacional , Fraude , Detecção de Mentiras , Aprendizado de Máquina , Algoritmos , COVID-19/epidemiologia , Conjuntos de Dados como Assunto , Enganação , Educação a Distância/métodos , Educação a Distância/organização & administração , Avaliação Educacional/métodos , Avaliação Educacional/normas , Humanos , Modelos Teóricos , Pandemias , SARS-CoV-2 , Universidades
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