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1.
BMC Med Educ ; 24(1): 628, 2024 Jun 06.
Artigo em Inglês | MEDLINE | ID: mdl-38840228

RESUMO

BACKGROUND: The study aimed to examine the impact of using the MOODLE e-learning platform in ideological and political education on Chinese students' motivation and academic performance. METHODS: The study involved 447 students from China-based universities (the experimental group - 232 students who studied using electronic educational platforms, and the control group - 215 students who used no digital technologies in their learning). The following methods were used: Measuring the need to achieve success among students; T. I. Ilyina's method for studying motivation to study at university; Method for studying student success motivation; Method for studying the motives of students' educational activities; Method for determining the main motives for choosing a profession (E. M. Pavlyutenkov); Motivation of learning activities: Levels and types (I. S. Dombrovskaya). Students' academic performance was assessed by testing in the studied disciplines at the beginning and end of the study. RESULTS: As a result, the significance of the motivational component in achieving the success of ideological and political education and the impact on students' motivation to use e-learning platforms is theoretically substantiated. CONCLUSIONS: It has been confirmed that using e-learning platforms in ideological and political education helps increase student motivation and academic performance.


Assuntos
Motivação , Humanos , China , Universidades , Feminino , Masculino , Política , Desempenho Acadêmico , Educação a Distância , Estudantes/psicologia , Adulto Jovem , Instrução por Computador/métodos
2.
Wiad Lek ; 77(1): 85-93, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38431812

RESUMO

OBJECTIVE: Aim is to analyze the possibilities of using the electronic system Moodle for the formation of professional and terminological competence of medical students during the study of terminological competence for improving the quality of medical education. PATIENTS AND METHODS: Materials and Methods: The research used a number of scientific methods: general scientific (analysis, synthesis, generalization), specific research and others which ensured the selection and analysis of the source base, made it possible to determine the general trends in the study of the problem of using the electronic system Moodle for the formation of professional and terminological competence of medical students during the study of terminological competence for improving the quality of medical education. CONCLUSION: Conclusions: At I. Horbachevsky Ternopil National Medical University we actively use the e-learning system Moodle (Modular Object Oriented Distance Learning Environment), to which there is free and unrestricted access. Using this program, the student takes on the role of an active subject who independently acquires knowledge, forms his/her own system of skills, of course with the help of certain sources, and the role of the teacher in this scheme is to motivate and suport learners, prepare information sources used in self-study, etc. This is due to a significant increase in the requirements for quality training of future specialists n the medical field and market conditions in Ukraine, which set before the higher school the task of training specialists of the new generation who would be highly qualified, competitive, literate, and have perfect command of their professional terminology. The Moodle system is able to optimize the learning process, promote the formation of terminological competence and master professional vocabulary. When creating educational and methodological complexes for the formation of terminological competence, the means of teaching, as well as the ways of presenting educational material and the principles of organizing the educational activities of students become important. The electronic platform Moodle, which has a wide range of resources for teaching and testing, is able to expand the communicative competencies and skills of students needed to effectively master professional Latin terminology. The Moodle system has the optimal set of resource opportunities for the implementation of blended learning - classroom and extracurricular, which is its main advantage.


Assuntos
Educação Médica , Estudantes de Medicina , Humanos , Masculino , Feminino , Aprendizagem , Currículo , Ucrânia
3.
Educ Inf Technol (Dordr) ; : 1-17, 2023 May 16.
Artigo em Inglês | MEDLINE | ID: mdl-37361835

RESUMO

Procrastination is one of the issues affecting more than half of the student population and is known to impact them negatively. It is also one of the major reasons for failure and dropout. Therefore, several studies have been conducted in this domain to understand when and why students procrastinate. The existing studies use self-reported procrastination scales and/or digital traces of student interactions recorded in learning environments to identify procrastination behavior. The majority of the extant studies leverage individual tasks such as assignments submission, quizzes attempted, course materials assessed by a student, etc., to study such behavior. This paper uses group-based collaborative wiki activity to explore the procrastination behavior among the students. This study will help us explore student behavior in a group activity. The results would help us investigate if the student's behavior changes when it comes to a group activity. The results would be beneficial for instructors, practitioners, and educational researchers to know if group activity could be utilized to overcome procrastination behavior.

4.
Sensors (Basel) ; 22(2)2022 Jan 15.
Artigo em Inglês | MEDLINE | ID: mdl-35062615

RESUMO

COVID-19 has disrupted every field of life and education is not immune to it. Student learning and examinations moved on-line on a few weeks notice, which has created a large workload for academics to grade the assessments and manually detect students' dishonesty. In this paper, we propose a method to automatically indicate cheating in unproctored on-line exams, when somebody else other than the legitimate student takes the exam. The method is based on the analysis of the student's on-line traces, which are logged by distance education systems. We work with customized IP geolocation and other data to derive the student's cheating risk score. We apply the method to approx. 3600 students in 22 courses, where the partial or final on-line exams were unproctored. The found cheating risk scores are presented along with examples of indicated cheatings. The method can be used to select students for knowledge re-validation, or to compare student cheating across courses, age groups, countries, and universities. We compared student cheating risk scores between four academic terms, including two terms of university closure due to COVID-19.


Assuntos
COVID-19 , Avaliação Educacional , Enganação , Humanos , SARS-CoV-2 , Estudantes
5.
Educ Inf Technol (Dordr) ; 27(5): 6787-6818, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35095326

RESUMO

Contemporary education is often based on using e-learning courses, which have become a popular means of delivering didactic material to students. Among the main advantages mentioned is the potential possibility of creating individual ways of learning and teaching. The purpose of this article is to provide a description of the various approaches to adaptive learning, to present the comparative research results of a Polish-Ukrainian study, as well as to highlight the options offered by LMS Moodle (Modular object-oriented dynamic learning environment Learning Management System) for the implementation of adaptive learning and the possibility of taking into account the expectation of students regardless of the country. During the study, an online survey was administered to 59 students at the University of Silesia in Katowice (US), Poland and 121 students at the Borys Grinchenko Kyiv University (BGKU), Ukraine between March-June 2020. All of the students were studying online due to the pandemic caused by COVID-19. The classes were conducted in synchronous and in asynchronous modes using e-learning courses in the Moodle system, as well as MS Teams for Polish students and Google Suite for Ukrainian students. At the same time, the majority of the surveyed students declared that they lack personalization, both in terms of materials and the learning process, which was limited in terms of fulfilment and they would like to have a choice of the level of study.

6.
Univers Access Inf Soc ; : 1-11, 2022 Oct 08.
Artigo em Inglês | MEDLINE | ID: mdl-36248183

RESUMO

Search engine optimization (SEO) is an important tool that can predict the number of website visits, and good SEO strategies can help increase the visibility of educational resources. In the current article, the relevance between Search engine optimization (SEO) characteristics and the number of Moodle users in four Central Asian countries was examined. The analysis of learning management systems covered 38 Moodle websites. Analysis was conducted using semi-automated tools. Results suggested that although there is no difference in general SEO scores of Moodle installations, page structures and link structures in websites of different countries were dissimilar. Also, server configuration practices were different. In addition, there was a positive correspondence between the number of visits to a website and the number of external factors; the duration of users' visits was correlated with page structure. As for the normalized number of visits, the analysis revealed that in Kazakh universities, students use the Moodle system more frequently in a day than in other countries, while visits to Tajik universities' Moodle platforms were the lowest; the difference was 53 users per day.

7.
Educ Inf Technol (Dordr) ; 26(1): 817-842, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-32837237

RESUMO

Moodle represents a great contribution to the educational world since it provides an evolving platform for Virtual Learning Management Systems (VLMS) that became a standard de facto for most of the educational institutions around the world. Through the pedagogical functions provided, it collects in the many globally spread out databases a huge amount of information regarding the activities that teachers and students perform during the learning process. This reality makes Moodle a natural choice for conducting experimental research by Artificial Intelligence researchers interested in theories for improving learning and teaching; particularly those related with the controversial learning styles concept. Roughly defined, a learning style intends to be a model of the way and media an apprentice acquires knowledge and hence the way a teacher should present that knowledge to the apprentice matching his/her learning style. Independently of the many controversies (be these scientific, psychological or even ethical) about the soundness and real outcomes that such ideas can bring to improve learning, it's a worthy intriguing research area for many researchers pursuing the ideal automated teacher: the teachbot dream. Behind this goal we have developed Middle, a Moodle plug-in able to infer the learning style of each student taking a course using an advanced version of a Bayesian network model that we previously tested. Middle intends support personalized teaching based on the Felder-Silverman's ILS model and has been evaluated through controlled experiments and pilot test in high schools and university courses. Such experiments showed promising results that shed some light on learning styles modeling and its potential outcomes. During the experience we found strong limitations in the Moodle design regarding its supposed flexibility to incorporate new functionalities. From a strict software architecture point of view, we found that such flexibility is far from being enough to easier the implementation of the dynamic computational behavior required to support a teachbot. This made our effort much harder than expected, perhaps because of the illusion induced by the widespread use of Moodle. In this article we present our results and experiences extending Moddle with intelligent behavior from a software architecture point of view, focusing on the lessons learnt in such extension. Our experience indicates that this simplicity is far from being so and hence it is worth to share the limitations and how we overcome them.

8.
Educ Inf Technol (Dordr) ; 26(4): 4353-4378, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33679207

RESUMO

Informed by the educational conditions shaped by the novel coronavirus pandemic and an increased reliance upon online learning solutions and technologies, this article examines the role of personality traits and online academic self-efficacy in acceptance, actual use and achievement in Moodle on a socially distanced asynchronous university course in Japan. With a sample of 149 students the study adopts SEM path-analysis model testing procedures and shows that agreeableness and conscientious have positive direct effects on online academic self-efficacy in addition to positive indirect effects on the acceptance of Moodle. Moreover agreeableness and conscientious had an indirect effect on course achievement while none of the five-factor model personality traits had an influence on actual Moodle use. An improved respecified model further affirmed the importance of agreeableness and conscientious and their role in online academic self-efficacy, the acceptance and actual use of Moodle and course achievement outcomes. Fourteen percent of the observed variance in course achievement was explainable through the respecified model. The discussion highlights the implications to be drawn from the data in relation to the current educational landscape from the perspective of the educator.

9.
BMC Med Educ ; 19(1): 426, 2019 Nov 19.
Artigo em Inglês | MEDLINE | ID: mdl-31744484

RESUMO

BACKGROUND: Numerous studies have pointed out the need for better training of healthcare professionals in drug-drug interactions management in order to minimize adverse drugs reactions impacts on patients. The aim of this study was to evaluate the benefits of a blended learning strategy based on peer evaluation (PE) for teaching drug-drug interactions to undergraduate pharmacy students. METHODS: Third-year pharmacy students (n = 72) from the University of Limoges were involved in a hybrid teaching using the Moodle platform (2.9 version). After the theoretical lectures, an online activity was proposed to students. Each student submitted a report addressing a clinical case for peer evaluation. Students evaluated the pedagogical approach using an online survey. Quantitative benefits were assessed from students randomly assigned into two groups: PE in pharmacodynamics items (PE-PD) or PE in pharmacokinetics items (PE-PK). During this activity, three marks were given: one from peers for their evaluation work and two from teachers for oral group presentation of the clinical cases and for the final written examination. Statistics were performed using two-tailed unpaired t-test and significance was set for p < 0.05. RESULTS: Only a few students (n = 14, 20.6%) were aware of the peer evaluation principle and even less, only one student (n = 1, 1.5%), had already encountered it. Students considered that they benefited from this evaluation (n = 65, 95.6%); from their work being reviewed (n = 62, 91.2%) and that they participated in improving their classmates understanding (n = 59, 86.8%). Peers' allocated marks were similar in the two PE groups (PE-PD = 17.4 ± 1.4; PE-PK = 17.3 ± 1.4). Teachers' marks for oral presentation were significantly lower for pharmacodynamics than for pharmacokinetics items (PE-PD = 15.2 ± 1.2; PE-PK = 16.1 ± 2.1; p < 0.05). The final examination marks were equivalent in both groups (PE-PD = 11.0 ± 2.1; PE-PK = 11.2 ± 1.9). CONCLUSIONS: Besides the fact that a major short-term quantitative improvement was not detected, our teaching approach was qualified as being a positive and stimulating learning tool by students.


Assuntos
Interações Medicamentosas , Educação em Farmácia , Aprendizagem , Grupo Associado , Estudantes de Farmácia , Efeitos Colaterais e Reações Adversas Relacionados a Medicamentos , Feminino , Humanos , Masculino , Ensino
10.
Adv Physiol Educ ; 42(1): 111-117, 2018 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-29357268

RESUMO

This study evaluates the impact of web-based blended learning in the physiology course at the Faculty of Medicine, University of Montenegro. The two main goals of the study were: to determine the impact of e-learning on student success in mastering the course, and to assess user satisfaction after the introduction of e-learning. The study compared a group of students who attended the physiology course before, with a group of students who attended the physiology course after the Moodle platform was fully implemented as an educational tool. Formative and summative assessment scores were compared between these two groups. The impact of high vs. low Moodle use on the assessment scores was analyzed. The satisfaction among Moodle users was assessed by the survey. The study found that attendance of face-to-face lectures had a positive impact on academic performance. The introduction of Moodle in the presented model of teaching increased interest of students, attendance of face-to-face lectures, as well as formative and summative scores. High frequency of Moodle use was not always associated with better academic performance, suggesting that the introduction of a new method of teaching was most likely equally accepted by low- and high-achieving students. Most of the students agreed that Moodle was easy to use and it complemented traditional teaching very well, but it could not completely replace traditional face-to-face lectures. The study supports continuing the use of web-based learning in a form of blended learning for physiology, as well as for other courses in medical education.


Assuntos
Instrução por Computador/métodos , Educação a Distância/métodos , Avaliação Educacional/métodos , Fisiologia/educação , Estudantes de Medicina , Adulto , Feminino , Humanos , Masculino , Montenegro , Adulto Jovem
11.
Health Res Policy Syst ; 15(1): 63, 2017 Jul 27.
Artigo em Inglês | MEDLINE | ID: mdl-28750670

RESUMO

BACKGROUND: In 2010, the Italian Ministry of Health decided to start the planning process to elaborate the National Plan of Prevention 2010-2012 jointly with the 21 Regions. The National Institute of Health was responsible for supporting regional planners (RPs) by an original participatory approach of a web-based Community of Practice (CoP) to set up their own Regional Plans of Prevention. In this paper, we summarise the theoretical framework adopted, the main phases characterising the lifecycle of the nationwide CoP, the evaluation approach adopted and its findings. METHODS: Following the CoP theoretical framework from Wenger, an initial group of RPs were trained on Project Cycle Management as a planning method and thereafter they started interacting on a web-based Moodle platform for 8 months. The CoP evaluation mainly took into account aspects of 'immediate value', such as members interactions within the website, and several quantitative and qualitative tools were used to monitor changes over time. Data were retrieved from Moodle statistics or directly from the RPs by the means of a Knowledge, Attitude and Practice survey, a reaction survey, SWOT analysis and focus groups. RESULTS: The level of individual RPs knowledge increased after the initial course from 55.7% to 75%, attitudes and competence perception about the planning process method also showed an overall favourable change. During the CoP life span, the number of members increased from the original 98 RPs to include up to 600 new members on the basis of spontaneous demand. From April 2010 to January 2011, the 'vital signs' of the CoP were monitored, including RP logins (13,450 total logins and 3744 unique logins), views (27,522) and posts (1606) distributed in 326 forum discussion threads. Data and information retrieved from quantitative and qualitative evaluation approaches proved to be useful for the management and follow-up of the CoP. CONCLUSIONS: The CoP experience was successful as 19 out of 20 Regions submitted their Regional Preventive Plan to their Ministry of Health within the due deadline. The CoP has proved to be an approach able to optimise resources and expertise, capitalising and generating new knowledge. However, more efforts should be deployed to define innovative ways to evaluate its values, tangible and intangible, as well as the return of investment.


Assuntos
Serviços de Saúde Comunitária/organização & administração , Equipes de Administração Institucional , Implementação de Plano de Saúde , Humanos , Comunicação Interdisciplinar , Itália , Conhecimento , Liderança , Competência Profissional , Regionalização da Saúde/organização & administração , Inquéritos e Questionários
12.
J Vet Med Educ ; 44(2): 331-337, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-27779920

RESUMO

The Faculty of Veterinary Medicine and Animal Science of the National Autonomous University of Mexico (UNAM) uses the Moodle learning management system for formative and summative computer assessment. The authors of this article-the teacher primarily responsible for Moodle implementation and a researcher who is a recent Moodle adopter-describe and discuss the students' and teachers' attitudes to summative and formative computer assessment in Moodle. Item analysis of quiz results helped us to identify and fix poorly performing questions, which greatly reduced student complaints and improved objective assessment. The use of certainty-based marking (CBM) in formative assessment in veterinary pathology was well received by the students and should be extended to more courses. The importance of having proficient computer support personnel should not be underestimated. A properly translated language pack is essential for the use of Moodle in a language other than English.


Assuntos
Educação em Veterinária , Avaliação Educacional , Patologia/educação , Faculdades de Medicina Veterinária , Estudantes de Medicina , Humanos , México
13.
Aten Primaria ; 47(6): 376-84, 2015.
Artigo em Espanhol | MEDLINE | ID: mdl-25934346

RESUMO

OBJECTIVE: The aim of this study is to assess the validity and use of a mixed method of training in life support. The use of Moodle to implement an online pre-sessional phase prior to a "classic" classroom phase of teaching in this type of course is the main novelty. DESIGN: Analysis of satisfaction questionnaires of students and instructors of a mixed course in the advanced life support program of SemFYC (ESVAP). SETTING: Moodle platform. semFYC Virtual Classroom. PARTICIPANTS AND/OR CONTEXTS: Students and instructors participating in the semFYC advanced life support program, ESVAP. METHOD: Qualitative analysis. RESULTS: The majority of students rate as very useful (50%) or useful (45.37%) the existence of an online pre-sessional phase, and consider that it has helped them very much (42.20%) or quite a lot (48.62%) to make the most of the face-to-face sessions. For instructors, they considered that the existence of an online pre-sessional phase was very useful (89%) or useful (11%) for the development of the face-to-face sessions. DISCUSSION: The analysis of the results concluded that: 1) the students considered a prior non-face to face phase as very useful, and it helped them much/very much in the face to face phase, and 2) the instructors believe that the non-face to face phase had helped them a lot in the presentations and efficiency of the workshops in the face-to-face phase.


Assuntos
Suporte Vital Cardíaco Avançado/educação , Satisfação Pessoal , Software , Docentes , Humanos , Autorrelato , Estudantes
14.
Eur J Dent Educ ; 18(2): 91-7, 2014 May.
Artigo em Inglês | MEDLINE | ID: mdl-24521218

RESUMO

INTRODUCTION: Evidence suggests that cooperative learning and peer-assessment fosters students' ability to work with others and may lead to better cognitive outcomes and higher achievement. This work aimed to assess the use of an online collaborative tool for the teaching/learning and assessment of Microbiology. MATERIALS AND METHODS: A total of 144 students were grouped and assigned to create wiki entries as well as to peer review wikis created by colleagues (peer-assessment process) using the Wiki module from Moodle Virtual Learning Environment (MVLE). MVLE actions log was used for tracking students' activity. RESULTS: The number of student's actions within wiki did not present a strong correlation with wiki scores, so it should not be used as a heavy evaluation parameter. The amount of work developed between members of the same group differed significantly, suggesting that final scores should be attributed individually. When peer-assessment process was implemented, the number of editing actions increased, suggesting that the peer-assessment strategy encourages the development of a better work. The vast majority of students execute the work in the last 10% of the period assigned for task development, which can be counter-productive for a truly collaborative work. CONCLUSIONS: Wiki revealed to be a useful tool for Microbiology teaching/learning and assessment, promoting collaborative work, promoting virtual mobility and facilitating the real-time monitoring of the students' work. This pedagogical project promoted also the involvement of students in their assessment process, encouraging their critical sense and quest for Excellency.


Assuntos
Educação em Odontologia/métodos , Internet , Aprendizagem , Microbiologia/educação , Adulto , Avaliação Educacional , Feminino , Humanos , Masculino , Grupo Associado
15.
J Cheminform ; 16(1): 90, 2024 Aug 01.
Artigo em Inglês | MEDLINE | ID: mdl-39090756

RESUMO

Here, we present a new method for evaluating questions on chemical reactions in the context of remote education. This method can be used when binary grading is not sufficient as some tolerance may be acceptable. In order to determine a grade, the developed workflow uses the pairwise similarity assessment of two considered reactions, each encoded by a single molecular graph with the help of the Condensed Graph of Reaction (CGR) approach. This workflow is part of the ChemMoodle project and is implemented as a Moodle Plugin. It uses the Chemdoodle engine for reaction drawing and visualization and communicates with a REST server calculating the similarity score using ISIDA fragment descriptors. The plugin is open-source, accessible in GitHub ( https://github.com/Laboratoire-de-Chemoinformatique/moodle-qtype_reacsimilarity ) and on the Moodle plugin store ( https://moodle.org/plugins/qtype_reacsimilarity?lang=en ). Both similarity measures and fragmentation can be configured.Scientific contribution This work introduces an open-source method for evaluating chemical reaction questions within Moodle using the CGR approach. Our contribution provides a nuanced grading mechanism that accommodates acceptable tolerances in reaction assessments, enhancing the accuracy and flexibility of the grading process.

16.
Front Psychol ; 14: 1009000, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-36935985

RESUMO

The teaching and learning process is facing many unprecedented challenges that require innovative solutions in the short life of knowledge and the abrupt development of technology. Some of these challenges are the new roles of teachers who are the main constituents in the online teaching process. The main aim of this study revolved around determining and analyzing university students' priorities concerning the competency categorization and roles of online teachers. The research was based on Moodle and Google classroom to validate the competency elements with the final aim of improving teaching and learning processes. The data were collected by using an online questionnaire that evaluated eight dimensions of competencies and roles of online teachers. The research sample consisted of 430 participants (aged between 19 and 30) from Iraq and Oman. The results obtained from these two countries were very similar as the respondents highlighted professional, pedagogical and social competencies in their teachers. It further shows that though the applications used in the two contexts were different (Google classroom with Google Meet or Moodle), it did not affect the final results gained. The results of this survey could be important for further analysis of online teaching practice and bring several important insights regarding the possibilities of online teaching.

17.
Yakugaku Zasshi ; 143(8): 673-682, 2023.
Artigo em Japonês | MEDLINE | ID: mdl-37532576

RESUMO

To improve medication education for patients with hearing loss, pharmacists must better understand hearing loss and provide and collect medication information based on patients' health literacy and communication abilities. However, no systematic educational e-learning systems for hearing loss are currently available. Therefore, an e-learning system based on instructional design, microlearning principles, and multimedia teaching materials was developed. The e-learning system used Moodle, an open-source e-learning system, and included two courses: one for self-directed learning by watching videos and answering quizzes, and another for evaluating medication education after learning. A study was conducted on 84 pharmacists and 36 pharmacy students who took the learning course to investigate the factors that hinder their understanding and progress of self-directed learning. Although they fully understood the content by watching videos, students with no experience in medication education required an explanation to understand how to communicate with patients. As the learning course was self-directed and related to communication lectures, all students completed it; however, the completion rate for pharmacists was approximately 50%. The following factors could have slowed pharmacists' e-learning progress: difficulty accessing the learning course through system login and long-duration content, such as answers to free descriptions. This survey found that this e-learning method can be used for self-directed learning about medication education for patients with hearing loss. Further improvement of the e-learning system is necessary so that recognizing the need to understand hearing loss and take appropriate actions for patients with hearing loss in medication education can lead to self-directed learning among pharmacists.


Assuntos
Surdez , Perda Auditiva , Estudantes de Farmácia , Humanos , Aprendizagem , Perda Auditiva/tratamento farmacológico , Educação em Saúde
18.
PeerJ Comput Sci ; 9: e1348, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37346604

RESUMO

Modern approaches in education technology, which make use of advanced resources such as electronic books, infographics, and mobile applications, are progressing to improve education quality and learning levels, especially during the spread of the coronavirus, which resulted in the closure of schools, universities, and all educational facilities. To adapt to new developments, students' performance must be tracked in order to closely monitor all unfavorable barriers that may affect their academic progress. Educational data mining (EDM) is one of the most popular methods for predicting a student's performance. It helps monitoring and improving students' results. Therefore, in the current study, a model has been developed so that students can be informed about the results of the computer networks course in the middle of the second semester and 11 machine algorithms (out of five classes). A questionnaire was used to determine the effectiveness of using infographics for teaching a computer networks course, as the results proved the effectiveness of infographics as a technique for teaching computer networks. The Moodle (Modular Object-Oriented Dynamic Learning Environment) educational platform was used to present the course because of its distinctive characteristics that allow interaction between the student and the teacher, especially during the COVID-19 pandemic. In addition, the different methods of classification in data mining were used to determine the best practices used to predict students' performance using the weka program, where the results proved the effectiveness of the true positive direction of functions, multilayer perceptron, random forest trees, random tree and supplied test set, f-measure algorithms are the best ways to categories.

19.
Behav Sci (Basel) ; 13(5)2023 May 15.
Artigo em Inglês | MEDLINE | ID: mdl-37232655

RESUMO

Moodle is an open-source learning management system that is widely used today, especially in higher education settings. Although its technological acceptance by undergraduate students has been extensively studied in the past, very little is known about its acceptance by university professors. In particular, as far as we know, the literature contains no previous experiences related to South American teachers. This paper aims to bridge this gap by quantifying and analyzing the drivers of Moodle's technological acceptance among Ecuadorian academic staff. Considering the responses of 538 teachers and taking a modified UTAUT2 model as a theoretical basis, we found that Ecuadorian teachers have high levels of acceptance of Moodle, regardless of their age, gender, ethnicity, or discipline. However, this acceptance is significantly higher in teachers with high levels of education and with considerable previous experience with e-learning systems. The main determinants of this acceptance are attitude strength, effort expectancy, performance expectancy, and facilitating conditions. We found no moderating effects in relation to the age, gender, or previous experience of the participants (including second- and third-order interactions derived from these variables). We conclude that, albeit moderately (e.g., adjusted R2=0.588), the model tested confirms the predictive power of the part of UTAUT2 that was inherited from UTAUT.

20.
J Educ Health Promot ; 12: 303, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-38023106

RESUMO

BACKGROUND: The nursing module teaches basic nursing principles and procedures to undergraduate nursing students. This course is important for the acquisition of procedural and psychomotor skills. The aim of the present study is to evaluate the influence of blended training on the acquisition of practical skills related to gastric insertion tubes. MATERIALS AND METHODS: A quasi-experimental study was undertaken, containing three groups: The blended group benefited from e-learning, followed by simulation), while the two groups benefited from theoretical teaching and procedural simulation. Then, the degrees of acquisition of declarative and procedural knowledge and the time of completion were measured. RESULTS: The declarative knowledge grade was higher in the Simulation (16.07) and Blended (15.21) groups than in the Traditional Group (11.66), with a statistically significant difference (P < 0.001). The results also showed a statistically significant difference between the procedural knowledge grades of the three groups (P < 0.001). A statistically significant correlation was detected between declarative and procedural knowledge scores (r = 0.58, P < 0.001) and a negative correlation between procedural knowledge and the time of completion (r = -0.422, P < 0.001). CONCLUSIONS: The results of this experimentation confirm the positive effect of the blended learning approach on the acquisition of declarative and procedural knowledge as well as the time management allocated to teaching.

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