scholarly journals Factors Predicting Integration of E‑Learning by Preservice Science Teachers: Structural Model Development and Testing

2020 ◽  
Vol 18 (5) ◽  
Author(s):  
Cecilia Temilola Olugbara ◽  
Moeketsi Letseka
Keyword(s):  
Science Teachers ◽  
Structural Equation ◽  
Structural Model ◽  
Influential Factors ◽  
Partial Least Square ◽  
Least Square ◽  
Survey Method ◽  
Integration Model ◽  
Preservice Science Teachers ◽  
E Learning

This study investigated the possible factors that predict e‑learning integration into the teaching and learning of science subjects among preservice science teachers. A unified e‑learning integration model was developed in which factors such as attitude, intention, skill and flow experience served as precursors of e‑learning integration. This was done to help close the gap that no previous studies have developed a structural model to statistically explain the interactions among the most influential factors in various technology integration models. The survey method was used to gather data from 100 preservice science teachers and partial least square structural equation modelling technique was applied for structural path analysis and testing of the developed model. Results revealed a good model fit and hypotheses formulated in this study were faithfully supported. The results also revealed that all factors investigated were found to be significant predictors of e‑learning integration with skill standing out as the most significant and strongest factor that predicts the integration of e‑learning by preservice science teachers.

scholarly journals The Influence of Career Development, Competence, Work Motivation, Job Satisfaction, Against the Performance of Health Service Employees in Bintan Regency

2021 ◽  
Vol 3 (2) ◽  
pp. 67-74
Author(s):  
Faisal Husni ◽  
Didi Kurniadi ◽  
Verlina Y Kawangung ◽  
Putri Rahmawati
Keyword(s):  
Structural Equation ◽  
Work Motivation ◽  
Statistical Tests ◽  
Partial Least Square ◽  
Least Square ◽  
Equation Modeling ◽  
Survey Method ◽  
Service Employees ◽  
Analysis Techniques ◽  
Study Population

This study uses a causal model survey method using path analysis techniques. This study aims to confirm the  theoretical model with empirical data, the study population is employees in Investment and Integrated Service Office  Bintan Regency, with sample of 39 employees. Data collecting technical using variable measurements by a  questionnaire instrument, this instrument was developed based on theoretical studies. Data analysis uses descriptive  statistics and statistical analysis. Statistical tests are used to test the significance of path coefficients using Partial Least  Square (PLS) which is a Multivariate Analysis in the second generation using structural equation modeling (SEM). PLS  can be used for a small number of samples and does not require the assumption that data distribution must be normal or  not. The results of the analysis found that the relationships between variables formulated in the formulation of the  problem as many as 6 pieces obtained significant results. 

scholarly journals The Improvement Model of Existence Effect towards Human Resources

2020 ◽  
Vol 11 (1) ◽  
pp. 105-117
Author(s):  
Arizqi Arizqi
Keyword(s):  
Human Resources ◽  
Structural Equation ◽  
Teaching And Learning ◽  
Research Data ◽  
Partial Least Square ◽  
Least Square ◽  
Learning Activities ◽  
Equation Modeling ◽  
Survey Method ◽  
The Relationship

Abstrak. Efek eksistensi merupakan eksistensi sumber daya manusia yang muncul dari efek atau sesuatu yang telah dilakukan oleh sebuah aktivitas. Efek eksistensi dalam penelitian ini merupakan eksistensi mahasiswa yang dimunculkan dari kegiatan belajar mengajar dikelas. Begitu pentingnya sebuah efek eksistensi sebagai output kegiatan belajar mengajar, maka penelitian ini bertujuan untuk menguji pengaruh responsibility, attractiveness, emphaty, dan juga competency dari seorang pengajar dalam mempengaruhi peningkatan efek eksistensi mahasiswa di Universitas Islam Sultan Agung (UNISSULA) Semarang.  Jenis penelitian ini merupakan penelitian penjelasan (Explanatory Research) yang berusaha mengetahui hubungan antar variabel penelitian. Penelitian dilakukan dengan metode survey dengan menyebarkan kuesioner kepada 212 mahasiswa dari dari 4 mata kuliah 5 kelas. Analisis data penelitian dilakukan dengan pengujian structural equational modelling (SEM) dan menggunakan pendekatan varians (partial least square), kemudian pengolahan data didukung dengan aplikasi SmartPLS. Hasil penelitian menunjukkan bahwa efek eksistensi sumber daya manusia didalam organisasi dapat ditingkatkan melalui peningkatan emphaty dosen terhadap mahasiswa. Kemudian untuk meningkatkan kompetensi seorang dosen dapat ditingkatkan melalui peningkatan attractiveness atau metode pembelajaran yang atraktiv ketika melakukan pembelajaran dikelas. Sementara itu responsibility tidak mampu menjelaskan terhadap efek eksistensi mahasiswa.Kata Kunci : Tanggung jawab, atraktif, empati, kompetensi dan efek eksistensi. Abstract. Existancy Effect is the existence of human resources that arise from the effect or something that has been done by an activity. Existancy Effect in this research is the existence of students arising from teaching and learning activities in class. Once the importance of an Existancy Effect as an output of teaching and learning activities, then this research aims to examine the influence of responsibility, attractiveness, empathy, and also competency in influencing the improvement of existency effect toward human resources (students) at Sultan Agung Islamic University (UNISSULA) Semarang. The type of this research is an explanatory research that seeks to determine the relationship between research variables. This research was conducted through survey method by distributing questionnaires to 212 students from 4 courses in 5 classes. The research data analysis used Structural Equation Modeling (SEM) and used partial least square. The data processing was supported by SmartPLS application. The results showed that the existence effect of human resources in organizations can be improved through increasing the empathy of lecturers with students, Furthermore, in order to improve the lecturer’s competency, it needs an attractiveness in the learning method. Meanwhile responsibility cannot explain the existance effect of students.Keywords: responsibility, attractiveness, emphaty, competency, existence effect.

Between awareness of halal food products and awareness of halal-certified food products

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Hardius Usman ◽  
Chairy Chairy ◽  
Nucke Widowati Kusumo Projo
Keyword(s):  
Structural Equation ◽  
Online Survey ◽  
Religious Commitment ◽  
Sampling Technique ◽  
Food Products ◽  
Partial Least Square ◽  
Least Square ◽  
Survey Method ◽  
Content Type ◽  
The Difference

Purpose The purpose of this study are: to study the difference between halal awareness and halal certified awareness, and the relationship between the two variables; to study the differences in knowledge about halal and halal certified, as well as their relationship with halal awareness and halal certified awareness; and to build and test research models regarding factors that affect certified halal awareness. Design/methodology/approach The target population is Muslims who live in Indonesia and are 18 years old or more. The self-administered survey method is carried out based on a purposive sampling technique. The authors collect data from 428 Muslim respondents in Indonesia through an online survey. This study applies the partial least square–structural equation model to examine causal relationships and test hypotheses. Findings This study reveals several results: halal awareness is a different concept from halal-certified awareness; knowledge of halal is a different concept from knowledge of halal certificates; awareness is an outcome of knowledge, but knowledge is not an outcome of awareness; halal awareness has a significant effect on halal-certified awareness; knowledge about halal certificates has a significant effect on halal-certified awareness, but knowledge about halal does not have a significant effect; knowledge of halal certificates is not influenced by knowledge of halal and halal awareness; and exposure and religious commitment have a significant role in increasing knowledge and awareness. Originality/value Research that explores the difference between halal awareness and halal certified awareness, and Muslim knowledge about halal and halal certified, especially in the context of halal-certified food, is still very limited in the literature provided, if not unavailable. Furthermore, this study also builds and tests research models regarding the factors that affect certified halal awareness, which is limited or may not have been found in the literature.

From hindrance to challenge

2019 ◽  
Vol 33 (1) ◽  
pp. 191-213 ◽  
Author(s):  
Ying Li ◽  
Ting Pan ◽  
Nan (Andy) Zhang
Keyword(s):  
Structural Equation ◽  
Equation Model ◽  
Partial Least Square ◽  
Least Square ◽  
Security Policies ◽  
Job Resources ◽  
Survey Method ◽  
Psychological Resources ◽  
Content Type ◽  
Hypothetical Scenario

Purpose This paper is to investigate how employees respond to information security policies (ISPs) when they view the policies as a challenge rather than a hindrance to work. Specifically, the authors examine the roles of challenge security demands (i.e. continuity and mandatory) and psychological resources (i.e. personal and job resources) in influencing employees’ ISP non-compliance. Design/methodology/approach Applying a hypothetical scenario-based survey method, the authors tested our proposed model in six typical ISPs violation scenarios. In sum, 347 responses were collected from a global company. The data were analyzed using partial least square-based structural equation model. Findings Findings indicated that continuity and mandatory demands increased employees’ level of perseverance of effort, which, in turn, decreased their ISPs non-compliance intention. In addition, job resources, such as the trust enhancement gained from co-workers and the opportunities for professional development, enhanced the perseverance of effort. Practical implications The findings offer implications to practice by suggesting that organizations should design training programs to persuade employees to understand the ISPs in a positive way. Meanwhile, organizations should encourage employees to invest more personal resources by creating a trusting atmosphere and providing them opportunities to learn security knowledge and skills. Originality/value This study is among the few to empirically explore how employees respond and behave when they view the security policies as challenge stressors. The paper also provides a novel understanding of how psychological resources contribute to buffering ISP non-compliance.

scholarly journals Mediating Effect of Social Media Marketing Adoption Towards Business Performance: An Approach of Structural Equation Modelling Partial Least Square (SEM-PLS)

2020 ◽  
Vol 11 (5) ◽  
pp. 100
Author(s):  
Muhammad Faizal Samat ◽  
Mohd Nor Hakimin Yusoff ◽  
Mohammad Ismail ◽  
Nur Amalina Awang ◽  
Norazlan Anual
Keyword(s):  
Social Media ◽  
Structural Equation ◽  
Business Environment ◽  
Partial Least Square ◽  
Least Square ◽  
Mediating Effect ◽  
Competitive Intelligence ◽  
Social Media Marketing ◽  
Survey Method ◽  
Technological Support

Business environment in Malaysia has become more competitive due to the advancement of technology and globalisation including the small and medium enterprises (SMEs). SMEs have so long devised various marketing strategies in order to penetrate the online advertisement clutter alongside improving their performance. Past studies have shown that using ICT such as social media help to improve SMEs’ performance. The owner-managers themselves determine the adoption of social media in their marketing due to the process of information collection and analysis are highly relied on them. Most of the SMEs have their own websites but these are primarily used as an information tool only. Thus, this study investigated the mediating role of social media marketing adoption between technological support, organisational support, government support and competitive intelligence towards the performance of SME. The theoretical framework of this study is substantiated by Resource-based View (RBV) theory and supported by Technology, Environment and Organisation (TOE) framework. This study has been carried out in the East Coast region of Malaysia consisting of Kelantan, Terengganu and Pahang states and also employed a questionnaire survey method. From 1920 questionnaires distributed, 339 responses were returned and found usable for the final analysis using the structural equation model partial least square (SEM-PLS). The findings revealed that the adoption of social media marketing mediates the relationship between these technological, organisational, and government supports, the competitive intelligence, and SME performance. Finally, the study’s theoretical and practical implications as well as the limitations and directions for future research were provided and discussed.

A review of using partial least square structural equation modeling in e‐learning research

2019 ◽  
Vol 51 (4) ◽  
pp. 1354-1372 ◽  
Author(s):  
Hung‐Ming Lin ◽  
Min‐Hsien Lee ◽  
Jyh‐Chong Liang ◽  
Hsin‐Yi Chang ◽  
Pinchi Huang ◽  
...  
Keyword(s):  
Structural Equation Modeling ◽  
Structural Equation ◽  
Partial Least Square ◽  
Least Square ◽  
Equation Modeling ◽  
E Learning ◽  
Learning Research

scholarly journals E-Learning as a Response to COVID-19 Pandemic: A preliminary study on College Students

2021 ◽  
Vol 1 ◽  
pp. 61-68
Author(s):  
Siska Ayu Kartika
Keyword(s):  
College Students ◽  
Distance Education ◽  
Structural Equation ◽  
Online Survey ◽  
Sampling Technique ◽  
Ease Of Use ◽  
Partial Least Square ◽  
Least Square ◽  
E Learning ◽  
The Impact

There is a dilemma of accepting the new educational system, that we know as “e-learning” by students within educational institutions. We have to replace face-to-face education with distance education in response to the COVID-19. This form of distance education, e-learning, differs from conventional education: being suddenly, unreadily and forcefully implemented.  This study examined and assessed the impact of e-learning to college students, during pandemic. An online survey was conducted amongst some college students in the Mechanical Engineering Dept, at Universitas Balikpapan using a purposive sampling technique. Data were analyzed using Partial Least Square - Structural Equation Modelling (PLS-SEM). The result of this study has confirmed the positive of direct effect variables (attitude, affect and motivation; perceived behavioral intention (ease of use technology, accessibility and cognitive engagement). This study suggests relevant parties to the education system, to improve the implementation of e-learning systems.

scholarly journals STRUCTURAL EQUATION TEST OF ENTREPRENEURIAL EDUCATION AND ENTREPRENEURIAL INTENTIONS AMONG NIGERIAN UNDERGRADUATE STUDENTS

2020 ◽  
Vol 3 (2) ◽  
Author(s):  
Chidera Christian Ugwuanyi ◽  
Pamela Ifeoma Nwagbo ◽  
Ikechukwu Joseph Attamah
Keyword(s):  
Undergraduate Students ◽  
Structural Equation ◽  
Structural Model ◽  
Entrepreneurial Intention ◽  
Partial Least Square ◽  
Least Square ◽  
Entrepreneurial Intentions ◽  
Future Research ◽  
Entrepreneurial Education ◽  
University Undergraduates

The purpose of this paper is to examine the causal relationship between entrepreneurial education and entrepreneurial intention among undergraduates. The paper investigates how the outcome of an effective entrepreneurial education system- attitude, skills and knowledge could affect the intentions of the students to choosing entrepreneurship as a career choice. The study was conducted in Enugu state, Nigeria among university undergraduates. A total of 250 students were engaged but only 196 valid responses were gathered. The structural model and the hypotheses were tested using partial least square structural equation modelling (PLS-SEM) approach in SmartPLS M2.0 software. Our findings reveal that the proposed determinants all bear positive relationships with entrepreneurial intention in varying degrees. Also we found entrepreneurial knowledge to have a direct impact on entrepreneurial attitude. Managerial and practical implications were made as well as future research avenues suggested.

scholarly journals ENVIRONMENTALLY SPECIFIC SERVANT LEADERSHIP AND EMPLOYEES’ PROENVIRONMENTAL BEHAVIOUR IN HOSPITALITY FIRMS IN SOUTH AFRICA

2021 ◽  
Vol 37 (3) ◽  
pp. 943-950
Author(s):  
Olawale FATOKI ◽  
Keyword(s):  
Servant Leadership ◽  
Structural Equation ◽  
Quantitative Research ◽  
Partial Least Square ◽  
Least Square ◽  
Mediating Effect ◽  
Survey Method ◽  
Cross Sectional Survey ◽  
Cross Sectional ◽  
Hospitality Firms

Leaders can influence the prosocial behaviour of employees through their behaviour and action. The study investigated the effect of environmentally specific servant leadership (ESSL) on employees’ voluntary pro-environmental behaviour (PEB) in hospitality firms. In addition, the study examined the mediating role of harmonious environmental passion (HEP) in the relationship between ESSL and PEB. The study adopted the quantitative research design and the cross-sectional survey method was adopted for data collection. The Partial Least Square Structural Equation Modelling (PLS SEM) with Smart-PLS 3.2.8 software was used for data analysis. The results indicated a significant positive relationship between ESSL and employees’ PEB. The mediating effect of HEP is significant. Theoretical, empirical and managerial implications are discussed.

scholarly journals Integritas Pemoderasi Pengaruh Profesionalisme Auditor Terhadap Kualitas Audit Pada Kantor Akuntan Publik Kota Medan

2021 ◽  
Vol 22 (1) ◽  
pp. 20-39
Author(s):  
Agus Tina ◽  
Eka Nurmala Sari
Keyword(s):  
Structural Equation Model ◽  
Quantitative Study ◽  
Structural Equation ◽  
Audit Quality ◽  
Equation Model ◽  
Partial Least Square ◽  
Least Square ◽  
Survey Method ◽  
Public Accounting ◽  
Accounting Firm

This study aims to test and  prove empirically about the effect of professionalism to audit quality wich is moderated by integrity. This study is quantitative study with associative approach. Survey method was used by giving questionnaires to the auditors who work in public accounting firm in Medan. Probability sampling was chosen to by 60 persons as sample. The Data was analyzed by structural equation model partial least square (SEM-PLS).  The results showed that the competence has no effect on audit quality.  Professionalism has no effect on audit quality.  But integrity could moderated the effect of professionalism to audit quality

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