The mediating effects of student satisfaction on technostress–performance expectancy relationship in university students

2022 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Nurul Nadia Abd Aziz ◽  
Mohd Amar Aziz ◽  
Noor Amira Syazwani Abd Rahman
Keyword(s):  
Online Learning ◽  
Academic Performance ◽  
Student Satisfaction ◽  
Structural Equation ◽  
Partial Least Square ◽  
Least Square ◽  
Mediating Effects ◽  
Content Type ◽  
Performance Expectancy ◽  
And Performance

PurposeThis study aimed to explore the technostress effects on the students' expectancy in their academic performance. Three main factors were used as predictors, namely techno-complexity (TC), techno-insecurity (TIS) and techno-overload (TO), to measure the students' performance expectancy via the mediating effects of student satisfaction (SS).Design/methodology/approachA total of 234 survey-based online questionnaires were filled by students from Universiti Teknologi Mara (UiTM). Based on the data, the hypothetical model was tested statistically using the Partial Least Square–Structural Equation Modelling (PLS-SEM), specifically the Smart Partial Least Square (SmartPLS) version 3.3.2.FindingsThe results indicated that SS mediated the relationship between TC, TIS and performance expectancy. Nevertheless, the two predictors (TC and TIS) negatively affected SS, whereas SS positively affected the performance expectancy. The findings further revealed that reducing TC and TIS could increase SS and their expectancy to achieve better academic performance.Practical implicationsThis study proposed that higher learning institutions provide an innovative and user-friendly platform for the online learning environment. Consequently, this improvement could increase SS with the online learning experience and motivate them to expect better academic achievement.Originality/valueThis study also contributed to the existing literature by building and testing a technostress model and articulating the inter-relations between SS and performance expectancy.

Social interaction and effectiveness of the online learning – A moderating role of maintaining social distance during the pandemic COVID-19

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Hasnan Baber
Keyword(s):  
Online Learning ◽  
Social Interaction ◽  
Social Distance ◽  
Structural Equation ◽  
Partial Least Square ◽  
Least Square ◽  
Equation Modeling ◽  
Online Environment ◽  
Snowball Sampling ◽  
Content Type

PurposeThe pandemic of COVID-19 has pushed most of the classroom learning to an online environment with which most of the people were not familiar. This study aims to investigate the importance of social interaction on the effectiveness of online learning during the pandemic when social distancing norms are in place.Design/methodology/approachThis study uses the partial least square (PLS) structural equation modeling (SEM) approach, a nonparametric method based on total variance, using the SmartPLS software 3.0. The data were collected using the snowball sampling technique from the students who were learning online due to the pandemic COVID-19 and asked them to forward the survey link in their network.FindingsThe results suggested that social interaction has a positive significant impact on the effectiveness of online learning. However, this effect is reduced in the presence of social distance norms as people give more importance to continuous learning and to saving lives rather than socializing in the online environment.Originality/valueThe study will be helpful for instructors and educational institutes to formalize the strategies to enhance social interaction in online learning and analyze their pedagogy to improve effectiveness.

The use of fitness centre apps and its relation to customer satisfaction: a UTAUT2 perspective

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Helena Ferreira Barbosa ◽  
Jerónimo García-Fernández ◽  
Vera Pedragosa ◽  
Gabriel Cepeda-Carrion
Keyword(s):  
Customer Satisfaction ◽  
Structural Equation ◽  
Positive Impact ◽  
Partial Least Square ◽  
Least Square ◽  
Intention To Use ◽  
Content Type ◽  
Behavioural Intentions ◽  
Performance Expectancy ◽  
Use Of Technology

PurposeThe purpose of this paper is to analyse the intention of using fitness app made available by the fitness centre to its members and their relationship with overall customer satisfaction.Design/methodology/approachThe present study uses the extended unified theory of acceptance and use of technology (UTAUT2) as the base model. All the hypothesised relationships were tested through partial least square structural equation modelling (PLS-SEM), in a quantitative study with data from 1,676 fitness consumers from Portugal.FindingsThe results support the ability of UTAUT2 in predicting the customer´s intention to use the fitness app. Performance expectancy, effort expectancy, social influence, facilitating conditions, hedonic motivation and habit have a positive impact on behavioural intentions to use the fitness app. Performance expectancy and habit have the strongest relationships. Behavioural intentions are positively related both to the usage behaviour of the fitness app and to overall customer satisfaction.Practical implicationsThe results of this study present a strong contribution for fitness centre managers, since it highlights the importance of using these apps as a way to increase customer satisfaction, increasing retention levels.Originality/valueThis study is paramount as regards to examine the behavioural intention to use the fitness apps that the fitness centres make available to their members using UTAUT2 model.

scholarly journals The Role of the Instructor, Motivation, and Interaction in Building Online Learning Satisfaction during the COVID-19 Pandemic

2021 ◽  
Vol 19 (5) ◽  
pp. pp401-415
Author(s):  
Marsela Thanasi-Boçe
Keyword(s):  
Online Learning ◽  
Student Satisfaction ◽  
Undergraduate Students ◽  
Structural Equation ◽  
Structural Model ◽  
Partial Least Square ◽  
Least Square ◽  
Equation Modeling ◽  
Motivation Interaction

This study aims to examine the role of instructor, motivation, and interaction in building students’ perceptions of and satisfaction with online learning (OL). It proposes a structural model based on data collected from 446 graduate and undergraduate students who attended online courses during the first COVID-19 lockdown. The data analysis was conducted using partial least square structural equation modeling (PLS-SEM). The results reinforced the role of interaction and instructors in strengthening students’ motivation, especially highlighting interaction as a facilitator of how instructors motivate their students. Motivation, interaction, and the instructor’s role contributed to positive OL perceptions, which in turn generated greater student satisfaction. This study also revealed that interaction is the factor with the highest impact on OL perception. The instructor’s role in motivating students was found to be higher if a greater interaction was present in the online platform. However, the students did not derive OL satisfaction directly from their instructors; rather, satisfaction was generated only when motivation, interaction, and positive OL perceptions emerged. Finally, gender differences were identified in the students’ OL satisfaction. Females derived a greater level of motivation, OL perception, and satisfaction from interactions with their instructors and peers, while the male students’ OL perception and satisfaction were not affected by their instructors.

scholarly journals Determinan Tingkat Kepuasan Mahasiswa Vokasi Mengikuti Kuliah Daring di Masa Pandemi Covid-19

2021 ◽  
Vol 31 (3) ◽  
pp. 677
Author(s):  
Supardi Supardi ◽  
Sidiq Ashari
Keyword(s):  
College Students ◽  
Online Learning ◽  
Student Satisfaction ◽  
Social Presence ◽  
Structural Equation ◽  
Equation Model ◽  
Partial Least Square ◽  
Least Square ◽  
Vocational College ◽  
Cognitive Absorption

This article investigates the relationships between social presence, cognitive absorption, and satisfaction of vocational college students in online learning. A hypothesized structural equation model was developed to study these critical variables that may influence interaction in online learning environments. Data was obtained through questionnaires from 448 students of vocational college at Yogyakarta. Data  was analyzed by Structural Equation Modelling - Partial Least Square (PLS) using Smart PLS 2.0. The results of this research shows that the social presence and cognitive absorption of  vocational college students is impact satisfaction directly. Keywords: Social Presence; Cognitive Absorption; Student Satisfaction.

scholarly journals ACCEPTANCE TECHNOLOGY FACTORS OF MOBILE BANKING USAGE BASED ON UTAUT2 MODEL

2020 ◽  
Vol 5 (2) ◽  
pp. 920
Author(s):  
Ignatius Aryono Putranto
Keyword(s):  
Structural Equation ◽  
Partial Least Square ◽  
Least Square ◽  
Behavioural Intention ◽  
Equation Modeling ◽  
Mobile Banking ◽  
Theoretical Contribution ◽  
Performance Expectancy ◽  
And Performance ◽  
Internet Link

The aim of this research was to examine factors in UTAUT2 was developed by Venkatesh et al.,(2012) (Unified Theory of Acceptance and Use of Technology2) Model which were influenced people in using mobile banking. Constructs used in this research were: performance expectancy, effort expectancy, social influence, facilitating conditions, hedonic motivation, price value, habits, behavioural intention, and use behaviour. This research based on survey research, and data were gathered using questionnaire. The questionnaires were distributed through internet link and it was responded by 199 respondents. The population in this research are every person who used mobile banking. The sample amount used the literature which was said that if the number of arrows in the model is maximum 10, the minimum amount of samples are 91 samples. Data analysis techniques employed in this research was Partial Least Square – Structural Equation Modeling (PLS-SEM). Results from this research shows that the factors influencing use of mobile banking are habitss and behavioural intention. In other sides, factors that determine the intentions on using mobile banking are habitss and performance expectancy. Results of this research contributes to the identify the factors that should be enhanced by banks to optimize the use of mobile banking and also contributes to the banks customers to make them understand what factors influenced them most on using mobile banking. Theoretical contribution from this paper related to contribution of references about examining the factors affect use of mobile banking in Indonesia from the UTAUT2 model.

Modeling the Factors that Influence Ghanaian Entrepreneurs to Adopt e-Commerce

2021 ◽  
Vol 18 (06) ◽  
Author(s):  
Frederick Pobee
Keyword(s):  
Structural Equation ◽  
Partial Least Square ◽  
Least Square ◽  
Equation Modeling ◽  
Unified Theory ◽  
Cross Sectional ◽  
Performance Expectancy ◽  
Use Of Technology ◽  
Effort Expectancy ◽  
Facilitating Conditions

This study investigated the factors that influence Ghanaian entrepreneurs to adopt e-commerce. Cross-sectional data was gathered from 520 entrepreneurs in the most populous and industrious regions in Ghana. The unified theory of acceptance and use of technology (UTAUT) was employed to effectively understand the unexplored phenomenon of e-commerce adoption among Ghanaian entrepreneurs. Partial Least Square-Structural Equation Modeling (PLS-SEM) was used to test the hypothesized relationships. The findings indicate that performance expectancy, effort expectancy, and social influence (SI) positively and significantly influenced the behavioral intention (BI) to adopt e-commerce. Facilitating conditions (FC) and BI had a significant positive relationship with the adoption of e-commerce.

Factors affecting the performance of the traditional fisheries fishing effort in the regency of Kubu Raya, West Borneo

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Sigit Sugiardi ◽  
Jamhari Jamhari ◽  
Slamet Hartono ◽  
Lestari Rahayu Waluyati
Keyword(s):  
Environmental Economics ◽  
Structural Equation ◽  
Fishing Effort ◽  
Partial Least Square ◽  
Least Square ◽  
Cultural Environment ◽  
Direct Influence ◽  
Analysis Model ◽  
Content Type ◽  
Traditional Fishing

Purpose This study aims to explain the factors that affect the performance of traditional fishing business at Kubu Raya Regency of West Borneo Province. Design/methodology/approach The method used in this research is quantitative method. The research location in Kubu, Padang Tikar and Teluk Pakedai sub-districts of Kubu Raya Regency of West Borneo Province, considering the location is the target of CCDP-IFAD in Kubu Raya district. The data analysis model in this research is done by using structural equation model (SEM) approach with assisted WarpPLS program (partial least square development). Findings Based on the results of the analysis of SEM, it is revealed that the direct influence of the six dependent variables the environment of the individual fisherman, regulatory and government policy, environmental economics, a social-cultural environment, managerial capacity and the sustainability of the business aspects of ecological management affect directly toward traditional capture fisheries business performance, only empowerment that is not directly influential on performance of traditional capture fisheries business. Originality/value The originality in this study is shown in the objectives and variables used in the research, i.e. individual environmental variables of fishermen, government policies and regulations, economic environment, social-cultural environment, empowerment, management capacity and business sustainability influence the performance variable of traditional fishing business. In addition, there is a direct influence, allegedly there is an indirect influence on the variables empowerment of the performance of fishery business.

From managing customers to joint venturing with customers: co-creating service value in the digital age

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Christine Falkenreck ◽  
Ralf Wagner
Keyword(s):  
Perceived Risk ◽  
Structural Equation ◽  
Business Models ◽  
Joint Venture ◽  
Digital Age ◽  
Partial Least Square ◽  
Least Square ◽  
Equation Modeling ◽  
Data Set ◽  
Content Type

Purpose Until today, scholars claim that the phenomenon of “co-creation” of value in an “interacted” economy and in the context of positive actor-to-actor relationships has not been adequately explored. This study aims to first to identify and separate the accessible values of internet of things (IoT)-based business models for business-to-business (B2B) and business-to-government (B2G) customer groups. It quantifies the drivers to successfully implement disruptive business models. Design/methodology/approach Data were gathered from 292 customers in Western Europe. The conceptual framework was tested using partial least square structural equation modeling. Findings Managing disruptions in the digital age is closely related to the fact that the existing trust in buyer-seller relationships is not enough to accept IoT projects. A company’s digitalization capabilities, satisfaction with the existing relationship and trust in the IoT credibility of the manufacturer drives the perceived value of IoT-based business models in B2B settings. Contrastingly, in B2G settings, money is less important. Research limitations/implications Research refers to one business field, the data set is of European origin only. Findings indicate that the drivers to engage in IoT-related projects differ significantly between the customer groups and therefore require different marketing management strategies. Saving time today is more important to B2G buyers than saving money. Practical implications The disparate nature of B2B and B2G buyers indicates that market segmentation and targeted marketing must be considered before joint-venturing in IoT business models. To joint venture supply chain partners co-creating value in the context of IoT-related business models, relationship management should be focused with buyers on the same footing, as active players and co-developers of a personalized experience in digital service projects. Originality/value Diverging from established studies focusing on the relationship within a network of actors, this study defines disruptive business models and identifies its drivers in B2B and B2G relationships. This study proposes joint venturing with B2B and B2G customers to overcome the perceived risk of these IoT-related business models. Including customers in platforms and networks may lead to the co-creation of value in joint IoT projects.

I'll manage myself: the moderator effect of positive framing on the relationship between organisational politics and engagement

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Robinson James
Keyword(s):  
Work Engagement ◽  
Structural Equation ◽  
Harmful Effect ◽  
Negative Relationship ◽  
Partial Least Square ◽  
Least Square ◽  
Moderator Effect ◽  
Content Type ◽  
The Relationship ◽  
Organisational Politics

PurposeThis study aims to investigate the influence of organisational politics on work engagement and the moderator effect of positive framing on this relationshipDesign/methodology/approachData were collected from 241 public sector employees in Sri Lanka through a structured questionnaire and analysed with partial least square structural equation modelling (PLS_SEM).FindingsThe results indicated that organisational politics negatively influenced employees' work engagement, positive framing positively influenced engagement and weakened the negative relationship between politics and engagement.Practical implicationsThis study suggests that organisation and individuals must take the necessary steps to enhance work engagement. Organisations must be transparent in all activities to avoid employees' negative perception. Also, organisations need to take steps to recruit employees with positive framing or develop this competency through training and development. Individuals also need to take necessary steps to frame the work environment positively to enhance their engagement in work.Originality/valueThis study extends the literature by being the first to examine the positive framing as a moderator in the relationship between politics and engagement. This study found that positive framing as a resource reduced the harmful effect of organisational politics on engagement and suggested positive framing can be considered as a resource in the future investigation of the job demand–resource model.

Antecedents of switching intention in the mobile telecommunications industry

2018 ◽  
Vol 30 (4) ◽  
pp. 1087-1111 ◽  
Author(s):  
Farzana Quoquab ◽  
Jihad Mohammad ◽  
Norjaya Md Yasin ◽  
Nor Liza Abdullah
Keyword(s):  
Customer Satisfaction ◽  
Structural Equation ◽  
Telecommunications Industry ◽  
Switching Cost ◽  
Partial Least Square ◽  
Least Square ◽  
Mediating Effect ◽  
Loyalty Programs ◽  
Content Type

Purpose This study sheds some light on factors that affect customer switching intention in the Malaysian mobile phone service industry. More particularly, the purpose of this paper is to examine the effect of service quality (SQ), customer satisfaction, switching cost and consumer innovativeness (CI) on service switching intention (SWI); the mediating role of customer satisfaction; and the moderating role of service switching cost on the relationship between CI and SWI. Design/methodology/approach Data were collected using a self-administered questionnaire survey that yielded 535 responses. Using structural equation modelling approach, the partial least square software, version 3 was utilised to test the study hypotheses. Findings Results reveal that customer satisfaction, service switching cost and CI directly affect SWI. However, no significant relationship was found between SQ and SWI. Again, data supported the mediating effect of customer satisfaction as well as the moderating effect of service switching cost. Research limitations/implications It is expected that the findings from this study will enable policymakers, managers and marketers to formulate better strategies and effectively implement loyalty programs, preventing their customers from switching. Originality/value This study contributes to the existing literature by testing switching costs as the quasi moderator. Moreover, this is a pioneer study to consider CI as the antecedent of SWI.

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