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Abstract

Details

A Machine Learning, Artificial Intelligence Approach to Institutional Effectiveness in Higher Education
Type: Book
ISBN: 978-1-78973-900-8

Article
Publication date: 12 September 2022

Qixing Yang, Quan Chen, Jingan Wang and Ruiqiu Ou

This study has two objectives: to explore the factors that influence student self-efficacy regarding engagement and learning outcomes in a business simulation game course and to…

Abstract

Purpose

This study has two objectives: to explore the factors that influence student self-efficacy regarding engagement and learning outcomes in a business simulation game course and to compare the difference between hierarchical and general teaching methods.

Design/methodology/approach

From September 2021 to May 2022, a questionnaire was administered to 126 students in a business simulation game course at the Zhongshan Institute, University of Electronic Science and Technology of China. Data were analyzed using nonparametric paired samples tests and linear regression.

Findings

The results showed that student self-efficacy, engagement and learning outcomes were significantly higher with the hierarchical teaching method than with the general teaching method. There were also differences in the factors that influenced self-efficacy regarding learning outcomes between the two teaching methods. With the general teaching method, student self-efficacy did not directly affect learning outcomes, but did so indirectly by mediating the effect of engagement. However, with the hierarchical teaching method, self-efficacy directly and significantly affected learning outcomes, in addition to indirectly affecting learning outcomes through student engagement.

Research limitations/implications

Compared with the control group experimental research method, the quasi-experimental research method can eliminate the influence of sample heterogeneity itself, but the state of the same sample may change at different times, which is not necessarily caused by the hierarchical teaching design.

Practical implications

Based on the results of this study, teachers can apply hierarchical teaching according to student ability levels when integrating business simulation games. The results of this study can inspire teachers to protect student self-confidence and make teaching objectives and specific requirements clear in the beginning of the course, and also provide an important practical suggestion for students on how to improve their course performance.

Social implications

The research results can be extended to other courses. Teachers can improve students' self-efficacy through hierarchical teaching design, thus improving students' learning performance and also provide reference value for students to improve their learning performance.

Originality/value

This study built a model based on self-system model of motivational development (SSMMD) theory, comparing factors that affect student self-efficacy regarding learning outcomes under different teaching methods. The model enriches the literature on SSMMD theory as applied to business simulation game courses and adds to our understanding of hierarchical teaching methods in this field. The results provide a valuable reference for teachers that can improve teaching methods and learning outcomes.

Details

Library Hi Tech, vol. ahead-of-print no. ahead-of-print
Type: Research Article
ISSN: 0737-8831

Keywords

Open Access
Article
Publication date: 18 August 2022

Shahrokh Nikou and Ilia Maslov

Students' satisfaction with e-learning outcomes is a vital component in determining the adoption of e-learning systems. Understanding the antecedent factors impacting students'…

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Abstract

Purpose

Students' satisfaction with e-learning outcomes is a vital component in determining the adoption of e-learning systems. Understanding the antecedent factors impacting students' satisfaction with e-learning outcomes helps decision-makers at the higher education to take the necessary actions to enhance the quality of students' performance, especially during the exceptional times, such as the COVID-19 pandemic.

Design/methodology/approach

This paper aims to determine and analyse the antecedent factors influencing students' satisfaction with e-learning outcomes during the pandemic. Structural equation modelling (SEM) is used to analysis a proposed research model.

Findings

The SEM results show that digital communities in e-learning, information technology (quality and accessibility) and the online course design quality directly influence students' satisfaction with e-learning outcomes. More interestingly, results show that the COVID-19-related factors (1) awareness of the COVID-19, (2) perceived challenges (negatively) and (3) the educational institutions' preparedness also influence e-learning outcomes.

Research limitations/implications

The results suggest that the decision-makers at the educational institutions should consider adopting a blended learning system approach to deliver e-learning during the emergency, such as the COVID-19 outbreak situation.

Originality/value

This is one of the first studies in higher education context, which seek to identify the antecedent factors that influence students' satisfaction with e-learning outcomes during the COVID-19 pandemic.

Details

International Journal of Educational Management, vol. 37 no. 1
Type: Research Article
ISSN: 0951-354X

Keywords

Open Access
Article
Publication date: 30 August 2022

Sunday Obro

The purpose of the article is (1) to find out whether students instructed with Computer-Assisted Simulation Learning Games (CASLGs) will improve in their scholarly learning

Abstract

Purpose

The purpose of the article is (1) to find out whether students instructed with Computer-Assisted Simulation Learning Games (CASLGs) will improve in their scholarly learning outcomes and (2) to ascertain if the biological construct of sex will affect students scholarly learning outcomes.

Design/methodology/approach

The study was experimental. The study sample comprised 120 students from four schools. The study instrument was the Scholarly Learning Outcomes Test (SLOT), drawn from the school syllabus. The study lasted six weeks. Before the experimentation, the students were pre-tested using the Scholarly Learning Outcomes Test (SLOT. After which, students were posttested to ascertain students' scholarly learning outcomes. The statistical mean was employed to analyse data generated from the pretest and posttest to provide answers for the research questions, while analysis of covariance (ANCOVA) statistics was utilised to test the hypotheses.

Findings

The results show that CASLGs improved students' scholarly learning outcomes more than the face-to-face instructional approach and the biological construct of sex is of no effect on students' scholarly learning outcomes.

Research limitations/implications

First, in performing the study, the regular instructors/teachers were utilized. The personalities of these instructors were not considered or scrutinized; this might have impacted the research outcomes.

Implications for future studies: One advantage is that it is part of a bigger initiative in which there are extra sources of data to study. This information or data from this study would help to throw further light on the predictors of student scholarly learning outcomes in the near future. One implication of this study rests on the confirmation that activity-based strategies such as CASLGs enhance students' scholarly learning outcomes.

Originality/value

This study is a product of the author’s doctoral thesis. It is the outcome of the investigation carried out by the author for the award of PhD; therefore, it is original. The study’s results are of immense value because they contributed to knowledge in the area of computer-based learning games.

Article
Publication date: 5 February 2018

Barbara Blummer and Jeffrey M. Kenton

The purpose of this paper is to examine the literature on student learning outcomes and academic libraries. An analysis of 81 papers revealed the following themes: outcomes

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Abstract

Purpose

The purpose of this paper is to examine the literature on student learning outcomes and academic libraries. An analysis of 81 papers revealed the following themes: outcomes assessment of library skills instruction, tools for assessing students’ achievement of learning outcomes, institutional accreditation and student learning outcomes, academic libraries’ impact on student learning outcomes, and the creation of learning outcomes. An understanding of these themes highlights how student learning outcomes are created, assessed, and valued in the academy.

Design/methodology/approach

The methodology centered on a literature review of student learning outcomes and academic libraries from 2001 to the present. To identify relevant articles on this topic, the authors searched the library literature with various combinations of the following keywords: learning outcomes, library, academic, university, college, and higher education.

Findings

An analysis of 81 papers on student learning outcomes and academic libraries revealed the following five themes: outcomes assessment of library skills instruction, assessment tools for student learning outcomes, institutional accreditation and student learning outcomes, academic libraries’ impact on student learning outcomes, and the creation of learning outcomes.

Research limitations/implications

The research was limited to articles published in English and after 2000.

Practical implications

The findings can be utilized to inform instructional librarians about creating and assessing student learning outcomes. In addition, the paper can assist librarians in forging partnerships with academic departments and faculty in creating student learning outcomes to support course and departmental outcomes and accreditation efforts.

Originality/value

The research offers librarians opportunities to incorporate student learning outcomes in library instruction as well as collaborate with faculty in creating student learning outcomes.

Details

Performance Measurement and Metrics, vol. 19 no. 1
Type: Research Article
ISSN: 1467-8047

Keywords

Article
Publication date: 24 January 2018

Annafatmawaty B.T. Ismail, Sukanlaya Sawang and Roxanne Zolin

The purpose of this paper is to answer the research question: “Do different pedagogies used in teaching entrepreneurship education influence individual skill development, which…

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Abstract

Purpose

The purpose of this paper is to answer the research question: “Do different pedagogies used in teaching entrepreneurship education influence individual skill development, which then in turn translates into a likelihood of entrepreneurial implementation intention?”

Design/methodology/approach

The number of total participants for the quasi-experiment was 308 undergraduate students in Malaysia, in which pre- and post-test (n=203) and control (n=105) groups are included. Students who enroled in the entrepreneurship course were randomly allocated into a class employing teacher-centred pedagogy or student-centred pedagogy. Learning outcomes are measured by objective and subjective measures.

Findings

Both pedagogical approaches had a positive effect on the development of the learning outcomes. However, the students who learned using the teacher-centred approach statistically developed a higher level of objective and subjective learning outcomes compared to the students who learned using the student-centred approach. The findings also suggest that the relationship between entrepreneurship education and entrepreneurial intention mediates by learned skills.

Originality/value

The quasi-experimental design greatly improves the ability to make accurate claims about the impact of entrepreneurial education on entrepreneurship-related outcomes. Further, the study uses the implementation intention strategy in measuring the entrepreneurial intention. Thus, the study strongly supports for the view that implementation intention improves predictive validity of the behavioural intention within the framework of theory of planned behaviour by setting out in advance when, where, and how the goal will be achieved.

Details

Education + Training, vol. 60 no. 2
Type: Research Article
ISSN: 0040-0912

Keywords

Article
Publication date: 5 November 2018

Godson Ayertei Tetteh

This paper aims to investigate the relationship between the student’s class attendance and learning strategies that will influence Bloom et al. (1956) learning outcome or…

Abstract

Purpose

This paper aims to investigate the relationship between the student’s class attendance and learning strategies that will influence Bloom et al. (1956) learning outcome or performance.

Design/methodology/approach

Data were collected from undergraduate students in their final year. Student identification number was subsequently matched to observe initial, final assessments and responses from questionnaire using parts of MSLQ (Pintrich et al., 1991). Hypotheses were tested, and data were analyzed using multiple regression analysis and multinomial logistic regression analysis.

Findings

Studentslearning strategies and class attendance are in fact related. Thus, class attendance, students’ study time and the mid-semester exams could explain more than 34.0 per cent of the variance. The results show that class attendance, mid-semester exams and study time had a significant positive influence on the learning outcome.

Research limitations/implications

This study used undergraduate students in a university in Ghana, and may not necessarily be applicable universally. Also, teachers’ expectancies were not controlled. Another potential limitation was that TQM was the only subject area used for this study.

Practical implications

This study will recommend teachers to work individually with students in setting appropriate goals for each exam and frequently offer feedback. The results may influence on-line teaching and the student’s role in teaching and learning in the class.

Originality/value

This paper contributes to literature by examining how the student’s learning strategies, class attendances, study time, gender, status (part time student or full time student) influence the learning outcome or performance. This paper findings will provide educators new ways to understand student behavior and to assist them in achieving learning success.

Details

Journal of International Education in Business, vol. 11 no. 2
Type: Research Article
ISSN: 2046-469X

Keywords

Article
Publication date: 25 March 2020

Tefera Tadesse and Beshir Edo

Whereas the influence of engagement on learning outcomes has been extensively investigated, this has not been studied for undergraduate students of sports science major field. The…

Abstract

Purpose

Whereas the influence of engagement on learning outcomes has been extensively investigated, this has not been studied for undergraduate students of sports science major field. The objective of this study was to measure the extent of student engagement and learning outcomes and further examine their relationships in the context of a sports science program in the Ethiopian public higher education system.

Design/methodology/approach

The study used a cross-sectional survey design collecting quantitative data from a random sample (n=83) of volunteered undergraduate sports science students from four public universities in Ethiopia. The student engagement theories were used as guiding frameworks.

Findings

Findings reveal above-average levels of engagement and learning outcome scores and low to moderate relations between the scores of engagement and outcomes measured. Both independently and interdependently, the student engagement factors reveal statistically significant relationships with all the measured outcomes, adjusted R2 ranging between 17 and 50 percent (p < 0.001).

Research limitations/implications

Because of disciplinary focus on sports science and small sample size, generalization is limited in scope.

Practical implications

Higher education teachers and administrators who work with undergraduates of sports science major should take into consideration the contexts and the relevance of student engagement for greater learning outcomes, especially student-teacher relationships. Hence, mandating instructional interventions to promote engagement through authentic faculty development and increasing academic rigor should be serious concerns.

Originality/value

Undergraduate students of sports science major field have received little attention in the higher education research literature, and discipline-based education research is a growing field of inquiry. This study addresses this gap.

Details

Journal of Applied Research in Higher Education, vol. 13 no. 1
Type: Research Article
ISSN: 2050-7003

Keywords

Article
Publication date: 3 June 2021

Jamie Costley, Ashleigh Southam, Daniel Bailey and Shaibou Abbdoulai Haji

Online learning and the use of technology-based learning management systems (LMS) are on the rise in higher education. The purpose of this study is to explore how the frequent use…

Abstract

Purpose

Online learning and the use of technology-based learning management systems (LMS) are on the rise in higher education. The purpose of this study is to explore how the frequent use of these LMS mediates the relationship between three types of learner interactions and student outcomes.

Design/methodology/approach

This was an exploratory study using surveys that collected information on students’ use of LMS, their interactions and student outcomes. The participants of this study consisted of 362 undergraduate students from a South Korean University who were taking online classes as part of their degree.

Findings

The findings support existing research that increased learner interactions have positive effects on learning outcomes. However, some of the positive effects were reduced when considering the effect of higher levels of LMS use. In particular, learner-to-learner interactions.

Research limitations/implications

This information will enable educators to identify, measure and evaluate their online courses and consider how to integrate LMS use effectively. Results imply that focus may need to be on how learner to learner interactions can be best supported through the application of LMS.

Practical implications

This information will enable educators to identify, measure and evaluate their online courses and consider how to integrate LMS use effectively.

Social implications

Learner-to-learner interaction through social networking platforms may be more beneficial in socially constructing knowledge than formalizing interaction through LMS.

Originality/value

This study contributes to the field of online learning by suggesting that the importance of some types of learner interactions may be overestimated in relation to the importance of LMS use.

Details

Interactive Technology and Smart Education, vol. 19 no. 2
Type: Research Article
ISSN: 1741-5659

Keywords

Article
Publication date: 28 October 2014

Rita Nasrallah

The purpose of this multiple-case study was to examine the ambiguity surrounding course learning outcomes and how they are perceived by faculty members in four private…

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Abstract

Purpose

The purpose of this multiple-case study was to examine the ambiguity surrounding course learning outcomes and how they are perceived by faculty members in four private universities, while simultaneously investigating the dominant teaching perspectives, practices and assessment techniques. In parallel, theory of constructive alignment was shared with faculty members and students as a possible teaching-learning model.

Design/methodology/approach

This study is a qualitative multiple-case study designed based on Yin’s (2009) case study protocol and Stake’s (2006) cross-case analysis report. In the process, 52 faculty members were interviewed, and 38 of the 52 were observed teaching, plus 15 of 52, faculty members participated in separate focus groups about constructive alignment. Further, 18 students were interviewed in separate focus groups to find out how they perceive effective teaching and constructive alignment.

Findings

The findings showed why faculty members misunderstood the course learning outcomes. Both faculty members and students withheld similar perceptions when it came to efficient teaching; however, they disagreed regarding the utility of constructive alignment as a proposed teaching-learning model. The 52 faculty members were mainly knowledge transmitters and this contradicts with the notion of the learning outcomes, which is student-centered. In addition, they are not familiar with the teaching-learning theories or with the various pedagogical tools that may render learning constructive.

Research limitations/implications

The fact that this study is a multiple-case study automatically implies that the results cannot be generalized within the larger higher education context. Nevertheless, the research findings can help to clarify the reasons hindering the proper implementation of the learning outcomes in other institutions, as it can serve as a guide to improve all the detected weaknesses, which may be applicable in other contexts. It can also aid administrative bodies at the different institutions in dealing with the obstacles that restrict the workability of the learning outcomes.

Practical implications

Teaching in higher education must be nurtured through continuously investing time and effort in supporting faculty members to develop their teaching-learning skills to suit the changing profiles of students to render learning a durable experience.

Originality/value

The study is unique in how it combined Yin’s protocol with Stake’s cross-case analysis report. Additionally, the classroom observation instrument was, to an extent, a precedent in terms of higher education research in the Lebanese context. Further, the results obtained added to the results of previous research, i.e. the reasons why the learning outcomes were not functional. Plus, a cyclical/retrograding motion learning model emerged in the process, and the practicality of the theory of constructive alignment in the Lebanese context was questioned.

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