scholarly journals Performance Assessment of University Lecturers: A Data Mining Approach

Author(s):  
Milkhatun Milkhatun ◽  
Alfi Ari Fakhrur Rizal ◽  
Ni Wayan Wiwin Asthiningsih ◽  
Asslia Johar Latipah

A lecturer with a good performance has a positive impact on the quality of teaching and learning. The said quality  includes the delivery of teaching materials, learning methods, and ultimately the academic results of students. Performance of lecturers contributes significantly to the quality of research and community service which in turn improves the quality of teaching materials. It is desirable, therefore, to have a method to measure the performance of lecturers in carrying out the Tri Dharma (or the three responsibility) activities, which consist of teaching and learning process, research, and community service activities, including publications at both national and international level. This study seeks to measure the performance of lecturers and cluster them into three categories, namely "satisfactory", "good", and "poor". Data were taken from academic works of nursing study program lecturers in conducting academic activities. Clustering process is carried out using two machine learning approaches, which is K-Means and K-Medoids algorithms. Evaluation of the clustering results suggests that K-Medoids algorithm performs better compared to using K-Means. DBI score for clustering techniques using K-Means is -0.417 while the score for K-Medoids is -0.652. The significant difference in the score shows that K-Medoids algorithm works better in determining the performance of lecturers in carrying out Tri Dharma activities.

Author(s):  
ROBERT AMPOMAH ◽  
ERIC TWUM AMPOFO ◽  
JACOB MANU

The current study investigated the outlook of sandwich programmes from the lenses of students, based on the acceptability of the programme, quality of the teaching and learning process as well as the challenges sandwich students face. With a survey research design, 250 sandwich students answered questions on the three constructs. At the end of the study, the researchers found evidence that there were no significant differences in the acceptability of sandwich programme, quality of sandwich programmes, challenges of sandwich students, based on gender as well as age. Males and females as well as older and younger students provided similar responses. Secondly, there was a significant difference in the three constructs, based on programme of study. Students offering different programmes provided different information. Thirdly, out of the three constructs, the challenges that sandwich students face had a significant difference in terms of their employment status. Students who were employed and those who were not employed gave different responses. Fourthly, there was a strong positive correlation among the three constructs. Finally, age, quality of sandwich programmes, and challenges of sandwich student’s constructs were good predictors of the acceptability of the sandwich programmes. The researchers recommend that there should be a close look at the age of students, the quality of teaching and learning process, and the challenges of sandwich students in order to determine the sustenance of sandwich programmes. Keywords: Acceptability of Sandwich Programme, Quality of Sandwich Programmes, Challenges of Sandwich Students, Sandwich Students, Distance Education.


2020 ◽  
Vol 1 (1) ◽  
pp. 89-96
Author(s):  
Hartati Soetjipto ◽  
Cucun Alep Riyanto ◽  
Teresa Febriyanti ◽  
Yoga Andika Putra ◽  
Mitra Krisdayanti ◽  
...  

This Community Service activity is aimed at improving the quality of teaching and learning of Kalkurmo Village Elementary School children, Beringin District, Semarang Regency in the fields of Science and Mathematics. Kalikurmo Village has human resources who have low educational backgrounds, so that its residents have minimal insight and are less developed. This caused us to be moved in providing counseling to the residents of Kalikurmo Village, which if it could help add to their insight and knowledge. Activities carried out in the form of assisting classroom teaching and tutoring outside class hours. Elementary school student are helped in deepening science and mathematics material by this activity.


2012 ◽  
Vol 3 (10) ◽  
pp. 332-335
Author(s):  
Francis Briggs

It is the desire for the Federal Ministry of Education to improve the quality of teaching and learning in the Unity Schools. Supervision (internal and external) is an important component for quality education. This paper discussed the strategies for enhancing effective supervision, such as good leaders occupying principal position, effective communication and improved curriculum. It also stated the problem associated with effective supervision in achieving quality, which includes inadequate provision of infrastructure (buildings, learning and teaching materials), irregular training and re-training for staff and students, supervisors finding fault in the supervisee, partial or non-implementation of proffered solutions by the government. The paper equally highlighted the usefulness of supervision and made suggestions on how supervision could be improved to enhance quality education in a changing environment.


2015 ◽  
Vol 4 (1) ◽  
Author(s):  
Jawane Malau

<p>This research was conducted for the purpose of getting a clear and complete <br />picture conserning the quality of teaching and learning process through eveloping and implementing jigsaw type cooparative learning model for subject of Thermodynamics. The quality of teaching and learning process can be viewed by positive response of university students towards thermodynamics subject using the implemented jigsaw type cooparative learning model. The subject of this research were students of high school class X, semester II in the academic year of 2011/2012, which were listed as learning tools needed for thermodynamics of jigsaw type cooparative learning model. The learning tool which were being developed consist of teaching materials, learning plan, and student worksheet. The research prosedure consisted of developing the tools of teaching and learning process, and the followed by realization of learning in class using the jigsaw type cooparative learning approach. The research instruments were to be observation sheet and student response questionaire towards the learning process. The reseach data were analyzed using percentage statistic. Based on the refection result towards the action which was planned beforehand and also the researh result discussion, it was found that the learning process of hermodynamics which was done by implementing the jigsaw type cooparative learning model can increase student activity in his study. Implementing the jigsaw type cooperative learning can increase the learning result of students. Most of the students who partisipated in the thermodynamics class agree and give a positive apreciation towards the implementation of cooperative learning model. They believe that with the learning group can help them overcoming the learning deterrent. </p><p> </p>


Author(s):  
Yayan Sudrajat

Abstract The purpose of this article is to develop a learning module for the Evaluation of Teaching Indonesian at the Indraprasta University PGRI Jakarta using the Dick and Carey development model. The implementation of this instruction includes how a prospective teacher is good at evaluating teaching materials so that the lecturer feels the need to develop teaching materials to improve the quality of teaching materials using formative evaluation consisting of One-to-one evaluation by experts, One-to-one evaluation by Learners, Small Group Evaluation, and Field Trial by making a blue print of each formative evaluation activity. Keywords: Dick and Carey Development Model, Formative Evaluation, Blue Print, Summative evaluation


Healthcare ◽  
2021 ◽  
Vol 9 (4) ◽  
pp. 454
Author(s):  
Giuseppe Varvara ◽  
Sara Bernardi ◽  
Serena Bianchi ◽  
Bruna Sinjari ◽  
Maurizio Piattelli

The COVID-19 pandemic literally stopped most human movement and activities as it initially spread, which included dental practices and dental education. This defined the need for significative changes in teaching and learning with the use of “e-learning” methods, also for traineeships. This study was designed to determine the undergraduate student perception of these new methods as part of their education. This involved 353 students attending the Dental School of the G. D’Annunzio University of Chieti–Pescara, from the first to the sixth years. A questionnaire in Italian and was set-up using “Google Forms” and sent by email to the students. The questionnaire was divided into three parts: the first part included questions for general information, including age, sex and year of course; the second part had multiple choice questions related to their evaluation of the e-learning teaching, using a scale of opinion in the replies to each question (e.g., “scarce”, “fair”, “satisfying”, “very good” and “excellent”); and the third part included two open questions to indicate the strengths and limitations of these new teaching and learning approaches. The categorical variables in the first and second parts of the questionnaire were evaluated using Chi squared tests, setting significance at p < 0.05, while the comments were evaluated qualitatively. The student feedback showed significant appreciation (p < 0.05) of the new methods and the efforts that the lecturers put in to provide lectures of as high a quality as possible. However, a lack of practical training was significantly perceived as an important problem in the structure of their new curriculum (p < 0.05). COVID-19 has been an epic tragedy that has hit the human population not only in terms of health and healthcare, but also quality of life. This includes the quality of dental education within universities. However, the pandemic can be seen to also represent motivation to invest in the necessary technological innovation to deliver the best possible education to our future dentists.


Author(s):  
Zhang Zhehua

In the era of education information and globalization, a new mode of teaching and micro class has emerged in the background of the Internet, which brings new challenges and opportunities to the teaching of the classroom. MOOCs has been piloted and applied in many universities in the form of SPOC. As a new form of curriculum, micro course has been applied to the teaching and learning process. The integration of Moor and micro class resources helps to turn the classroom into a mixed mode. This article will focus on this hot topic to analyse the characteristics of the class, the characteristics of the micro class and the influence on the students and teachers, to improve the quality of teaching and to realize the individualized and active study of the students. The article summarizes the results of blended teaching mode at home and abroad, and explores the development and application of MOOC and micro class resources.


2021 ◽  
Vol 2 (2) ◽  
pp. 108-116
Author(s):  
Dede Mustomi ◽  
Asep Dony Suhendra ◽  
Khoirul Ulum ◽  
Maria Lapriska Dian Ela Revita

ABSTRACT Financial reports for an organization are very fundamental. This is a form of transparency for the finances of an organization, especially for non-profit organizations such as the Child Social Welfare Institution (LKSA Nurul Iman) which is a community service partner this time. We from the Business Administration Study Program, Faculty of Economics and Business, Bina Sarana Informatika University held a community service with the main theme being a Workshop on Making Basic Financial Reports for Non-Profit Organizations for Students of the Child Welfare Institution (LKSA Nurul Iman). The main problem why we raised this theme is because LKSA Nurul Iman touches more on programs that are religious in nature, even though the challenges ahead are more difficult and global so that teenagers who are currently studying must be given general knowledge, one of which is understanding financial reporting. Departing from these problems, we provide a solution in the form of a financial report preparation workshop, where we will describe the steps for making financial reports that are easily understood by their age. The method we use in community service this time is in the form of a workshop by providing examples of how to make basic financial reports and immediately put them into practice so that participants can absorb the material provided. The implementation of community service this time is still online using the Zoom application. The use of the Zoom application is due to the pandemic that has not ended and is still PPKM level 2. The output achieved in this community service is in the form of a Press Release which will be published in online media. Hopefully this activity will have a positive impact where the skills gained can be used in the future for the benefit of the Foundation and become provisions when they apply for jobs or establish an organization.


Author(s):  
Tengku Ratna Soraya ◽  
Zulherman ◽  
Nurilam Harianja ◽  
Hesti Fibriasari

This study aims to develop teaching materials in Production Ecrite Intermediare course to improve the writing ability the student of french departement at Faculty of Languages and Arts at One of State Universities in Northen Island of Indonesia by using SIPDA. This research was conducted to response the condition of covid pandemic situation that uses distance learning courses where students learn from their own homes. This research followed the R & D model proposed by Borg & Gall with the procedure analysing the student’s need, collecting the ressource of development, design the material, evaluatingexisting the materials based on the validation of experts judgement, field testing, revising, and finishing the final product. This research was carried out in the French Language Education Study Program FBS UNIMED by developing SIPDA-based teaching materials in lectures, to find out that these teaching materials can improve the writing skills of students of French Language Education Study Program at FBS Unimed. The results of this study show that SIPDA is very effective in helping students to improve the writing ability of French texts. This research recommends to the lecturers of French courses in general to using SIPDA in the teaching and learning process of writing in the classroom of Production Ecrite Intermediaire.


2017 ◽  
Vol 1 (1) ◽  
pp. 13
Author(s):  
Syamsuyurnita Syamsuyurnita ◽  
Dewi Kesuma Nasution

This study aims to describe the process of developing teaching materials by using Glasser model in the Indonesian language course in FKIP UMSU. The sample of the research is 34-second semester A morning students in the Study Program of Language and Literature of Indonesia, Faculty of Teacher Training and Education, University of Muhammadiyah, Sumatera Utara. The questionnaire instrument was used to determine the student's response and activeness to the developed teaching material, the observation sheet used to know the condition of the students in the learning process, and the validation sheet instrument used for the development of teaching materials based on SAP using Glasser model. The result of descriptive research on student's response shows that 100% of students were happy about the teaching materials of Bahasa Indonesia (Teaching Materials, Guided Exercises and Lecture Strategies) and 91.66% of students think that the teaching materials are new to them. After using the teaching materials developed by the researcher and following the teaching and learning activities, students (100%) are interested in following the next lesson, the readability of the language of the learning material is easy to understand (91.66%) and the guidance given by the lecturer is clear (100%). While the self-employed activity is fun for students (91.66%). Students activity in learning activities was shown by their involvement in problem solving, his involvement in carrying out learning tasks, assessing his ability, digging and developing his own knowledge. Based on the validation sheet on the test of learning result 1 obtained information that from the 3 learning objectives formulated in SAP I and SAP II there is 1 learning objectives that have not yet completed. Based on the results of descriptive analysis of the test results of learning 2 it was obtained that the 3 learning objectives formulated in SAP III and SAP IV was finished learning objective.


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