'smartpls' Search Results
Factors Influencing Online Learner Performance During Coronavirus Disease Pandemic: A Case Study in Vietnamese Universities
course satisfaction learning achievement learning strategies readiness online learning...
Vietnam has a reputation for being a successful nation in preventing the Coronavirus disease (COVID-19) outbreak in 2020, with a lower number of illnesses than other ASEAN countries. However, to ensure that students are safe and informed about the coronavirus outbreak, Vietnamese higher education has developed online learning (OL). During the COVID-19 epidemic, this paper explores the relationship between elements such as learning readiness, learning strategies, and learning performance in the Vietnamese OL setting. Four hundred undergraduate students were randomly selected from Hong Duc universities, and Saigon University participated in this study in different zones. Analyzed data has applied structural equation modeling (SEM) using partial least squares (SmartPLS-SEM). The findings found that Vietnamese students were much more likely to believe in interaction in OL, to feel comfortable using a computer with their computer efficacy, and to have confidence in communicating in the digital environment, all of which were important variables in assuring the success of using OL. The factors of “motivation” and “test preparation” show a poor relationship with learning performance. Therefore, the OL process in Vietnamese, on the other hand, needs to be more inventive, with a greater focus on lecturers' awareness and practice of online teaching pedagogies such as motivation, techniques, and test arrangement. During OL, students' readiness in terms of learning control, self-directed learning, and engagement must be considered and supported.
The Effects of The Blended Project-Based Literacy that Integrates School Literacy Movement Strengthening Character Education Learning Model on Metacognitive Skills, Critical Thinking, and Opinion Expression
blended li-pro-gp learning model critical thinking metacognitive skills opinion expression...
Metacognitive, critical thinking and opinion expression are in high demand. This study aimed to investigate the effects of the blended project- based literacy that integrates school literacy movement strengthening character education (literasi berbasis proyek terintegrasi GLS dan PPK: Li-Pro-GP) learning model on students' metacognitive skills, critical thinking, and opinion expression. A post-test experimental design was used to answer the research question. The study was conducted from August to October 2021 at Government Junior High School 23 Malang. Seventh-grade students were selected as research participants. The participants included 30 students from class VII-2. The research instrument was five essay questions to measure critical thinking skills. Material and assessment experts validated the essay questions developed by the researcher. The items that were declared valid were tested for validity. The result showed five valid items with high reliability of .670. Metacognitive skills were measured using the Metacognition Awareness Instrument (MAI), which consists of 40 items. The questions declared valid were tested for validity with a very high reliability of .953 for 37 items, and only three items were invalid. The ability to express an opinion was measured with an observation questionnaire validated by experts with a valid instrument score. Data analysis was performed by path analysis using the SmartPLS software. The results showed that the Li-Pro-GP blended learning model significantly strengthened students' metacognitive skills, critical thinking, and opinion formation.
Impact of Mobile Technology on Collaborative Learning in Engineering Studies
collaborative learning engineering study malaysia higher education mobile technology smartpls...
Collaborative learning has been identified as an essential aspect in the process of learning. As accelerated advancement continues to characterize the developments of technology, innovative mobile technology appears to be transforming the way collaborative learning is taking shape. This study focused on identifying whether mobile technology has a significant impact on collaborative learning in engineering studies in a private University in Malaysia. Using a quantitative approach, an online survey was administered for the data collection. Some 221 participants were selected randomly among undergraduate engineering students in the University. Data were analyzed using SmartPLS. The research findings revealed that mobile technology has a significant impact on collaborative learning. The findings also indicated that two of the mobile technology dimensions, namely mobility and immediacy have significant impact on collaborative learning. Consequently, this research suggests engineering educators can integrate mobile technology into their future instruction for more collaborative learning and create a smart workforce consisting of fast and adaptive engineers as well as other learners in Malaysia.
The Effect of Character Teaching on College Student Social-Emotional Character Development: A Case in Indonesia
character teaching college student socioemotional development...
This study aimed to investigate the effect of character teaching on college student socioemotional character development. The study was conducted at IAIN Pontianak, Universitas Tanjungpura and Universitas Muhammadiyah Pontianak. The sample was 1284 students, 388 male and 896 female. Partial least square-structural equation modeling (PLS-SEM) data analysis using SmartPLS was used. The findings reveal that character teaching has a significant and positive effect on college student honesty, prosociality, respect at home, respect at school, self-control, and self-development. This study suggests that colleges/universities ensure that lecturers supervise student assignments, seriousness and discipline, check students’ attendance strictly, give course assessment samples, and grade their assignments on schedule. At the end of the conclusion, implications and suggestions are given.
Relationship between Mentors’ Roles and Mentees’ Leadership Development: The Mediating Role of Mentees’ Self-efficacy
mentees’ leadership development mentees’ self-efficacy mentors’ roles...
Limited latest studies circulated in the 21st century of world university ranking reveal that well-designed mentoring programs will not increase mentees’ leadership development if mentors have not implemented effective roles in the mentoring programs. Although many studies have been done, the mediating effect of mentors’ roles is little known in the tertiary education mentoring research literature. This study is done to examine the correlation between mentors’ roles, mentees’ self-efficacy, and mentees’ leadership development. This study employed a cross-sectional research design. A purposive sampling plan was employed to collect 761 survey questionnaires from undergraduate students at non-research-based public universities in Sarawak. The survey data were analyzed by the SmartPLS package to determine the validity and reliability of the study instrument, and thus test hypotheses for the direct effects model and mediating model. The outcomes of the SmartPLS path model analysis showed that the majority of participants felt that the levels of information exchange, help, self-efficacy, and leadership development are high. This situation explains that the ability of mentors to appropriately implement information exchange and help in mentoring programs has strongly evoked mentees’ self-efficacy. Consequently, this self-efficacy can lead to higher leadership development. This finding can help practitioners to understand the diverse paradigms of mentees’ self-efficacy concept and plan the integration of academic and social-based approaches in formulating mentoring programs to prepare successful graduates in a time of rapid global change.
New Challenges of Learning Accounting With Artificial Intelligence: The Role of Innovation and Trust in Technology
artificial intelligence online learning perceived trust personal innovativeness technology adoption...
Online learning has become increasingly popular, making the learning process more attractive. One of the most popular learning media is artificial intelligence (AI). However, students do not accept this technology at all. Therefore, this study examined the factors influencing accounting students' acceptance of AI in learning. The survey was conducted with 147 higher-education students who use AI as a learning medium. The data were analyzed using SmartPLS 4.0 with the partial least square approach. The results showed that perceived usefulness influenced behavioral intention to use and satisfaction. However, perceived ease of use was only significant for satisfaction. Similarly, perceived confidence must be consistent with intention. Although it may influence perceived usefulness, other constructs, such as AI quality and personal innovativeness, can increase students' perceptions of the benefits and convenience of adopting AI in learning. Thus, this study contributes to the development of the technology acceptance model (TAM) and the information systems success model and is helpful to scholars, especially in applying AI in learning. They need to pay attention to the quality of AI, such as the accuracy of the information produced. Thus, the need to control the information from the AI only serves as a reference without requiring you to trust it completely.
Indonesian Teachers' Acceptance on Online Teaching Technology During the COVID-19 Pandemic
facilitating condition pandemic pls-sem technology acceptance model tpack self-efficacy...
This study investigates the impact of external variables, technological pedagogical and content knowledge (TPACK) self-efficacy, and facilitating conditions on teacher adoption of online teaching technology during the COVID-19 pandemic. It employs explanatory research to characterize the effect of external variables on the variables of the technology acceptance model. 240 high school teachers filled out Google Forms survey questionnaires for six research variables and analyzed by the SmartPLS program. The result indicates that attitude and perceived usefulness significantly and positively influence behavioral intention. Perceived usefulness and ease of use have a strong positive effect on attitude. Furthermore, perceived ease of use has a considerable effect on perceived usefulness. Perceived usefulness and ease of use are not significantly influenced by external variables. Facilitating conditions significantly positively affect behavioral intention, whereas TPACK self-efficacy negatively affects behavioral intention.
Determining the Influence of Digital Literacy on Learning Personal Competence: The Moderating Role of Fear of Missing Out
learning personal competence fear of missing out (fomo) metacognitive awareness digital literacy meaningful learning...
One of the ways to enhance and improve the quality of learning delivery is through the use of technology, particularly the Internet, which facilitates faster and easier access to information. This research aims to explore the degree to which factors such as digital literacy, metacognitive awareness, meaningful learning, habits of using smartphones, and personal learning competence are related to one another. Both the relationship between metacognitive awareness and personal learning competence, as well as the relationship between smartphone habits and personal learning competence, are moderated by a moderating variable known as the fear of missing out. Fear of missing out is a moderating variable. Structural equation modeling, specifically partial least squares, was employed to analyze data from 597 engineering students. SmartPLS version 4 was the tool used for this analysis. The study found that the moderating variable, fear of missing out, significantly impacts metacognitive awareness, learning personal competence, and smartphone habits, making it a crucial factor to investigate. This result is significant because it is a variable that influences the learning that students go through for their education and because it is an extremely important thing to investigate.
Validation of Students' Green Behavior Instrument Based on Local Potential Using Structural Equation Modeling With Smart Partial Least Squares
instrument validation green behavior local potential structural equation modeling smart partial least squares...
This study aims to develop and validate a green behavior instrument based on local potential using structural equation modeling (SEM) with smart partial least squares (SmartPLS). The instrument consists of 40 statements covering five main indicators: environmental maintenance, waste reduction, saving natural resources, sustainable mobility and consumption, and community education. This study addresses a gap in existing research by creating a context-specific tool for assessing green behavior, incorporating local cultural and ecological factors. While prior studies emphasize global sustainability principles, they often overlook the significance of local practices and values, which are essential for effective environmental education. By integrating local potential, this instrument bridges global sustainability goals with regional contexts, enabling meaningful and practical student engagement. The instrument was validated through content validity testing, exploratory and confirmatory factor analyses, and construct validity and reliability testing using SEM with SmartPLS. The results indicate strong content validity, with content validity index (CVI) values ranging from .80 to .90. After analysis, 34 valid items were retained from the initial 40. This study contributes to the literature by developing an instrument that aligns with global sustainability goals while integrating local cultural practices and ecological contexts. It offers insights into how local knowledge enhances sustainability education, providing a holistic framework for assessing green behavior across diverse regions.