scholarly journals A STUDY ON PARTIAL LEAST SQUARES STRUCTURAL EQUATION MODELING (PLS-SEM) AS EMERGING TOOL IN ACTION RESEARCH

2021 ◽  
Author(s):  
Dalowar Hossan
Keyword(s):  
Structural Equation Modeling ◽  
Action Research ◽  
Student Engagement ◽  
Leadership Styles ◽  
Leadership Style ◽  
Structural Equation ◽  
Extrinsic Motivation ◽  
Motivational Factors ◽  
Equation Modeling ◽  
The Relationship

Structural equation modeling (SEM) depicts one of the most salient research methods across a variety of disciplines, including educational management. Recent research advocates the use of partial least squares structural equation modeling (PLS-SEM) as an attractive tool in action research. The purpose of this paper is to systematically examine how PLS-SEM has been applied in action research with the aim of investigating the effect of teacher’s leadership styles (transformational and transaction) and student’s motivational factors (intrinsic and extrinsic) on student engagement for implementation of Communicative Language Teaching (CLT) in classrooms as well as explore the mediating role of motivational factors of student between the relationship of teacher’s leadership styles and student engagement. A cross-sectional survey design was used for the study featuring a self-administrated questionnaire among the students of some selected schools in Bangladesh. The transactional leadership style of teachers influences student engagement, intrinsic, and extrinsic motivation while the transformational leadership style of teachers influences the intrinsic and extrinsic motivation of the student. Both motivational factors mediated the relationship between leadership styles and student engagement. This study contributes to the literature by providing teachers with the updated guidelines for action research by using PLS-SEM. The study also suggests the way for increasing student engagement for CLT implementation in classrooms.

scholarly journals Modeling and Analysis of the Motivations of Fast Fashion Consumers in Relation to Innovativeness

2016 ◽  
Vol 16 (4) ◽  
pp. 205-213
Author(s):  
Canan Saricam ◽  
Nazan Erdumlu
Keyword(s):  
Factor Analysis ◽  
Structural Equation Modeling ◽  
Confirmatory Factor Analysis ◽  
Structural Equation ◽  
Motivational Factors ◽  
Equation Modeling ◽  
Fast Fashion ◽  
Modeling And Analysis ◽  
Confirmatory Factor ◽  
The Relationship

Abstract In this study, fast fashion concept is investigated in order to understand the motivations of the consumers that make them adopt these products because of their willingness for the innovativeness. The relationship between the motivational factors which were named as “Social or status image” and “Uniqueness” as expressions of individuality, “Conformity” and the willingness for “Innovativeness” is analyzed using a conceptual model. Exploratory factor analysis, confirmatory factor analysis and structural equation modeling were used to analyze and validate the model. The data used for the study was obtained from 244 people living in Turkey. The findings showed that the motivational factors “Social or status image” and “Uniqueness” as expressions of individuality are influential on the consumers’ willingness for “Innovativeness”.

scholarly journals The Effect of Workload, Leadership Style, And Communication On Employee Work Effectiveness

2021 ◽  
pp. 61-70
Author(s):  
Didin Hikmah Perkasa ◽  
Harry Martin
Keyword(s):  
Structural Equation Modeling ◽  
Data Analysis ◽  
Leadership Style ◽  
Structural Equation ◽  
Equation Modeling ◽  
Second Stage ◽  
Work Effectiveness ◽  
Descriptive Approach ◽  
Quantitative Descriptive ◽  
The Relationship

The main purpose is to determine the relationship among workload, leadership style, and communication on employee work effectiveness used a quantitative descriptive approach. The data in the study were obtained from 55 respondents who were employees of PT. XYZ. Data analysis in this study used an alternative method of structural equation modeling (SEM), namely partial least squares (PLS). The first stage in this research is to test the validity of each variable's questions along with their reliability. The second stage examines the relationship between workload, leadership style, and communication on work effectiveness. The results of this study indicate that the variables of workload, leadership, and communication have a positive and significant effect on work effectiveness.

Strategy and structure of the hotel industry in Malaysia

2007 ◽  
Vol 4 (1) ◽  
pp. 97
Author(s):  
Salleh Mohd Radzi ◽  
Mohamed Amran ◽  
Abdul Razak Aziz ◽  
Azlan Supardi
Keyword(s):  
Structural Equation Modeling ◽  
Analysis Of Variance ◽  
Structural Equation ◽  
Hotel Industry ◽  
Strategic Orientation ◽  
Equation Modeling ◽  
Major Purpose ◽  
Strategy And Structure ◽  
Relationship Of ◽  
The Relationship

The major purpose ofthis study was to examine the relationship of strategy and structure. Porter s(/980) strategic typology was utilized to classify hotel firms by strategic orientation; and, an analysis of variance was performed to determine the differences in their performance. Structural Equation Modeling was used to confirm the factors underlying the strategy and structure constructs.

A Partial Least Square Structural Equation Modeling: Prestige Perception in Tourism

2020 ◽  
Author(s):  
Murat Kayak
Keyword(s):  
Structural Equation Modeling ◽  
Structural Equation ◽  
Partial Least Square ◽  
Least Square ◽  
Primary Data ◽  
Equation Modeling ◽  
Destination Brand ◽  
The Relationship ◽  
Intention To Revisit ◽  
Brand Prestige

This study aims to investigate destination brand prestige, and to explore the mediating effects of destination brand worldness between destination brand prestige and intention to revisit. Research is designed to collect primary data from the Taiwanese tourists. Partial least squares structural equation modeling is used to test the effects. The research model is appropriately implemented in Smart PLS 3 and a full mediation has existed through the empirical findings. The study shows how destination brand worldness mediates the relationship between destination brand prestige and intention to revisit.

FEATURE,NILAI, KEPUASAN DAN LOYALITAS PELANGAN

2017 ◽  
Vol 2 (1) ◽  
pp. 45-52
Author(s):  
Iha Haryani Hatta
Keyword(s):  
Structural Equation Modeling ◽  
Customer Satisfaction ◽  
Customer Loyalty ◽  
Significant Influence ◽  
Customer Value ◽  
Structural Equation ◽  
Equation Modeling ◽  
Relationship Of ◽  
The Relationship ◽  
Customer Satisfaction And Loyalty

The aim of this study was to determine the relationship of the features of the value, satisfaction, and customer loyalty; the effect on the value of customer satisfaction and loyalty; influence of satisfaction on customer loyalty. A total of 200 merchant PT. BANK XYZ as respondents was selected randomly. Analyses were performed using structural equation modeling (SEM). The analysis showed that the feature has a significant influence on customer value, but not for customer satisfaction and loyalty. The values has a significant influence on satisfaction, but not on customer loyalty. Satisfaction has a significant influence on customer loyalty. Discussion and conclusions described in the article. Keywords: features of the value, satisfaction, customer loyalty

KONFLIK DAN KINERJA KARYAWAN

2018 ◽  
Vol 3 (3) ◽  
pp. 431-440
Author(s):  
Santi Retno Sari
Keyword(s):  
Leadership Style ◽  
Structural Equation ◽  
Employee Performance ◽  
Equation Modeling ◽  
Managerial Practices ◽  
Research Findings ◽  
Job Levels ◽  
The Impact ◽  
The Relationship ◽  
Practical Implications

The purpose of this paper is to examine the relationships to which leadership style (task and relations oriented leadership) moderate the impact of conflict on employee performance. Data were collected from 92 employees in different job levels. Partial least squares variance-based structural equation modeling (PLS-SEM) was used to test the relationship in the models. The results showed that task and relation conflict was associated with employee performance. The research findings also showed that leadership styles moderated the relationship between conflict and employee performance. This study offers implications for managerial practices. Practical implications and suggestions described in the paper Keywords: leadership style, conflict, performance.

Perceived Employability Moderates Burnout and Depression Among Bank Employees

2016 ◽  
Vol 44 (7) ◽  
pp. 1123-1132 ◽  
Author(s):  
Haishu Qiao ◽  
Yue Xia ◽  
Ying Li
Keyword(s):  
Mental Health ◽  
Structural Equation Modeling ◽  
Structural Equation ◽  
Moderating Effect ◽  
Equation Modeling ◽  
Hierarchical Regression ◽  
Negatively Associated ◽  
Perceived Employability ◽  
Bank Employees ◽  
The Relationship

Because bank employees have been found to be especially susceptible to burnout and depression, we explored the relationship between these variables, and examined the moderating effect of perceived employability on the burnout–depression relationship in a sample of Chinese bank employees. As we expected, burnout and perceived employability were, respectively, positively and negatively associated with depression. The results of hierarchical regression and structural equation modeling indicated that perceived employability moderated the relationship between burnout and depression; higher perceived employability was associated with a weaker relationship between burnout and depression. Interventions aimed at developing the perceived employability of Chinese bank employees may help to improve mental health in this group.

Fostering Product Innovation Through Digital Transformation and Absorptive Capacity

2020 ◽  
Vol 17 (06) ◽  
pp. 2050040
Author(s):  
Alejandro Coronado-Medina ◽  
Jose Arias-Pérez ◽  
Geovanny Perdomo-Charry
Keyword(s):  
Structural Equation Modeling ◽  
Survey Data ◽  
Absorptive Capacity ◽  
Product Innovation ◽  
Structural Equation ◽  
Digital Transformation ◽  
Mediating Effect ◽  
Equation Modeling ◽  
The Relationship

This paper analyzes the mediating effect of absorptive capacity (AC) on the relationship between digital transformation from e-business capabilities (EBC) perspective and product innovation (PI). Structural equation modeling (SEM) was carried out with the survey data from a sample of firms that belong mainly to highly digitalized sectors. The results indicate the existence of a full mediation, which means knowledge derived from the digital operation of the business can only result in PI if AC plays an intermediation role. Hence, this finding calls into question the idea that digitalization alone and automatically acts as a PI driver.

Does Sincere Social Interaction Stimulate Tourist Immersion? A Conservation of Resources Perspective

2022 ◽  
pp. 004728752110675
Author(s):  
ZiMing Jiang ◽  
HongWei Tu
Keyword(s):  
Structural Equation Modeling ◽  
Social Interaction ◽  
Structural Equation ◽  
Online Survey ◽  
Equation Modeling ◽  
Conservation Of Resources ◽  
Mediation Model ◽  
Moderated Mediation Model ◽  
Emotional Solidarity ◽  
The Relationship

Drawing on conservation of resources (COR) theory, this study examines how and when sincere social interaction affects tourist immersion at the destination. We develop a moderated mediation model in which emotional solidarity mediates the relationship between sincere social interaction and tourist immersion, while extraversion moderates the link between sincere social interaction and emotional solidarity. Data were collected from 391 tourists via an online survey and were analyzed using partial least squares structural equation modeling (PLS-SEM). The findings indicate that sincere social interaction directly influences tourist immersion, and this relationship is mediated by emotional solidarity. Furthermore, extraversion significantly moderates the effects of sincere social interaction on emotional solidarity, and this effect is stronger for tourists with high extraversion scores. Additionally, extraversion strengthens the indirect link between sincere social interaction and tourist immersion, and again, the link is stronger for highly extraverted tourists.

scholarly journals Leaders’ Image Concerns Is Moderator to Interfere with Leader Career Role and Leader Impression Management

2016 ◽  
Vol 11 (5) ◽  
pp. 121
Author(s):  
Mei-Mei Lin
Keyword(s):  
Structural Equation Modeling ◽  
Impression Management ◽  
Structural Equation ◽  
Skill Training ◽  
Equation Modeling ◽  
Management Problem ◽  
Personal Character ◽  
The World ◽  
Relationship Of ◽  
The Relationship

<p>There is no same image who displayed out in the world because Leader career roles developed always leans on personal character, but it could describe as each person trend to play some a particular role. However the career role developed by nature and environment, impression management upon nurture education and skill training meanwhile involve with final result so that this work supposes career role would significant influence impression management. Hence image could be control if who would like to mold into a particular image on purpose for achievement. In addition to leaders in organization always have more pressure than employees whether performance or profit especial in such economic hardship. So that this work assumes leader career role significant affect to leader impression management and leaders’ image concerns is moderator to interfere with the relationship of these two aspects. At last this work assays hypotheses successful via structural equation modeling. According to the result, this work looks forward to make industries to clear up management problem and digs out more potential crises.</p>

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