scholarly journals Extending the Utility of UTAUT2 for Hospital Patients’ Adoption of Medical Apps: Moderating Effects of e-Health Literacy

2021 ◽  
Vol 2021 ◽  
pp. 1-10
Author(s):  
Yung-Tzung Chang ◽  
Cheng-Min Chao ◽  
Chen-Wei Yu ◽  
Fang-Chen Lin
Keyword(s):  
Health Literacy ◽  
Structural Equation ◽  
Equation Modeling ◽  
Least Squares Regression ◽  
Personal Innovativeness ◽  
Medical Apps ◽  
Positive Effects ◽  
Performance Expectancy ◽  
Use Of Technology ◽  
Hospital Patients

Hospitals have begun to provide their own apps to improve the efficiency of hospital services. This study investigated the factors influencing the adoption of medical apps by hospital patients by using a theoretical model that combines the extended unified theory of acceptance and use of technology (UTAUT) with the concept of e-health literacy and personal innovativeness (PI). Data were obtained from responses to a paper-based self-reported questionnaire issued to patients at a hospital in Taoyuan, Taiwan. Of the 650 distributed questionnaires, we received 629 completed questionnaires, yielding a response rate of 96.8%. The responses to the completed questionnaires were analyzed using structural equation modeling (SEM). Partial least squares regression was used for model and hypothesis testing. The data were analyzed using an SEM approach to test ten hypotheses; significant support was observed for five of these hypotheses. The results indicated that habit, performance expectancy, facilitating conditions, and PI had significant positive effects on the usage intention (UI) of individuals, thereby confirming that e-health literacy moderates the association between performance expectancy and UI. This research contributes to the current understanding of adoption of hospital medical apps by patients. The findings are expected to assist hospitals in deciding whether to consider medical apps when investing in information technology.

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.

The Moderating Effects of Gender on E-Commerce Systems Adoption Factors

2018 ◽  
Vol 9 (4) ◽  
pp. 86-104
Author(s):  
Frederick Pobee ◽  
Daniel Opoku
Keyword(s):  
Behavioral Intention ◽  
Structural Equation ◽  
Equation Modeling ◽  
Moderating Effects ◽  
Performance Expectancy ◽  
Adoption Factors ◽  
Use Of Technology ◽  
Effort Expectancy ◽  
Actual Use ◽  
Facilitating Conditions

The purpose of this article was to investigate the moderating effects of gender on e-commerce systems adoption factors among university lecturers in Ghana. In order to achieve this purpose, the unified theory of acceptance and use of technology (UTAUT) was used as the theoretical lens for the study. Eight hypotheses were developed and tested. Data analysis was performed with a structural equation modeling (SEM) technique using SmartPLS Application. Using a survey of 223 respondents, the study showed that factors such as performance expectancy, effort expectancy, and facilitating conditions positively and significantly influenced Ghanaian lecturers' behavioral intention and ultimately the actual use of e-commerce systems. As for the moderating effects of gender, this study discovered that gender insignificantly moderated the effects of performance expectancy, effort expectancy and social influence on behavioral intention.

An Investigation of the Adoption of Online Game Technologies in Indonesia

2018 ◽  
pp. 307-335 ◽  
Author(s):  
Bernardinus Harnadi
Keyword(s):  
Theoretical Model ◽  
Structural Equation ◽  
Social Influences ◽  
Ease Of Use ◽  
Equation Modeling ◽  
Online Game ◽  
Moderating Effects ◽  
Positive Effects ◽  
Use Of Technology ◽  
New Findings

This study examines influences on an individual's intentions to use online game technologies. Data was collected by the questionnaire from a sample of 895 individuals of age 12 – 26 years in Indonesia. A theoretical model extending the Unified Theory of Acceptance and Use of Technology included causal effects on intentions as well as moderating effects due to the individual's gender, age, and experience. The model was analyzed using structural equation modeling techniques and the results confirmed several findings from previous studies respected especially with the positive effects of enjoyment, ease of use, and the availability of infrastructure on the individual's intentions. New findings showed that gender, age, and experience moderated the effects on the individual's intention due to social influences, feelings of involvement, and perceptions of personal attainments, respectively. Moreover, new findings emerged for differences and similarities in the significant effects in the theoretical model among the groups defined within the scales of gender, age, and experience.

scholarly journals Toward an Understanding of University Students’ Continued Intention to Use MOOCs: When UTAUT Model Meets TTF Model

SAGE Open ◽  
2020 ◽  
Vol 10 (3) ◽  
pp. 215824402094185
Author(s):  
Liyong Wan ◽  
Shoumei Xie ◽  
Ai Shu
Keyword(s):  
University Students ◽  
User Satisfaction ◽  
Structural Equation ◽  
Equation Modeling ◽  
Utaut Model ◽  
Mediating Role ◽  
Performance Expectancy ◽  
Use Of Technology ◽  
Effort Expectancy ◽  
Facilitating Conditions

This study tries to propose a unified model integrating the unified theory of acceptance and use of technology (UTAUT) model, task–technology fit (TTF) model, and user satisfaction to investigate the determinants that affect university students’ continued intention of using massive open online courses (MOOCs). Based on the data of a survey on 464 respondents, structural equation modeling is adopted to assess the model. The results reveal that performance expectancy, effort expectancy, social influence, and user satisfaction are the crucial predictors of university students’ continued intention. TTF has an indirect influence on continued intention through user satisfaction. Performance expectancy is affected both by effort expectancy and TTF. Facilitating conditions do not directly influence continued intention; however, they present indirect influences in that they play a mediating role for user satisfaction. The findings help researchers and practitioners to attain a better understanding of university students’ continued usage intention of MOOCs. The implications and limitations of this study are also described.

scholarly journals A Study on the Influencing Factors of Continued Intention to Use MOOCs: UTAUT Model and CCC Moderating Effect

2021 ◽  
Vol 12 ◽  
Author(s):  
Yalin Li ◽  
Min Zhao
Keyword(s):  
Classroom Climate ◽  
Structural Equation ◽  
Model Performance ◽  
Moderating Effect ◽  
Open Educational Resources ◽  
Equation Modeling ◽  
Intention To Use ◽  
Utaut Model ◽  
Positive Effects ◽  
Use Of Technology

Massive Open Online Courses (MOOCs) is the product of “internet + education,” which offer the open educational resources to global students. This study analyzed the factors influencing the continued intention to use the MOOCs by students. To achieve research objectives, this study integrated the unified theory of acceptance and use of technology (UTAUT) and connected classroom climate (CCC). In this study, 312 valid samples were used to verify the hypothesis proposed with the help of structural equation modeling and PROCESS. The results showed that the factors of UTAUT model (performance expectancy, effort expectancy, social influence, and facilitating conditions) had significant positive effects on continued intention to use MOOCs. More importantly, there was a significant moderating effect of CCC between UTAUT and the continued intention to use MOOCs. Based on this research the findings, implications and limitations are discussed.

scholarly journals Examining Trust as a Key Determinant of eHealth Adoption in Malawi

2019 ◽  
Author(s):  
Annabelle Gadabu ◽  
Kenneth Sunguh ◽  
Vincent Ekow Arkorful ◽  
Mohammed Mahin Uddin ◽  
Sadia Lukman
Keyword(s):  
Behavioral Intentions ◽  
Structural Equation ◽  
Healthcare Providers ◽  
Health Sector ◽  
Equation Modeling ◽  
Performance Expectancy ◽  
Use Of Technology ◽  
Primary Model ◽  
Ehealth Services ◽  
Positive Effect

Abstract The way technology is accepted and utilized may have significant hypothetical and concrete inferences. Thus, eHealth, like any other technology, has little value unless it is used. In this study, fundamental elements influencing consumers’ decision to utilize eHealth services in Malawi were assessed. Using the Unified Theory of Acceptance and Use of Technology (UTAUT) model as the primary model of inference, two new constructs were introduced to determine whether trust is a significant contributor in consumers’ decision to use eHealth. Through convenience sampling, a total of 400 responses were collected over a period of 6 weeks and evaluated using Structural Equation Modeling (SEM) technique. Outcomes of the analysis showed that Performance Expectancy, Effort Expectancy, Social Influence, and Facilitating Conditions, had an affirmative effect on Behavioral Intentions to use eHealth. Performance Expectancy indirectly had a positive effect on Behavioral Intentions to use eHealth services via Trust in internet and Trust in online healthcare providers. However, Trust of Internet had an insignificant effect while Trust in online healthcare providers had a positive effect. Thus, government and stakeholders in the health sector need to create platforms for engagement in health-related matters targeting the youth between 18 and 35 years who are the largest consumers of internet services.

Citizens' E-Government Services Adoption

2014 ◽  
Vol 1 (2) ◽  
pp. 80-96 ◽  
Author(s):  
Wadie Nasri
Keyword(s):  
Structural Equation ◽  
Policy Decision ◽  
Equation Modeling ◽  
Government Services ◽  
Performance Expectancy ◽  
Use Of Technology ◽  
Modeling Analysis ◽  
Proposed Model ◽  
Effort Expectancy ◽  
And Performance

This study investigates the factors that influencing citizens' intention to use e-government services and its causal relationships using the Unified Theory of Acceptance and Use of Technology model (UTAUT). Data relating to the constructs were collected from 150 respondents but only 85 responses were received and subjected to Structural Equation Modeling analysis (SEM). The proposed model fits the data well. The findings reveal that facilitating condition, social influence, attitude, effort expectancy and performance expectancy determine citizens' intention towards e-government services. Additionally, attitude is predicted jointly by effort expectancy and performance expectancy. This study would help government policy decision makers to increase the adoption of e-government services in Tunisia country.

The Moderating Effects of Gender on E-Commerce Systems Adoption Factors

2021 ◽  
pp. 319-340
Author(s):  
Frederick Pobee ◽  
Daniel Opoku
Keyword(s):  
Behavioral Intention ◽  
Structural Equation ◽  
Equation Modeling ◽  
Moderating Effects ◽  
Performance Expectancy ◽  
Adoption Factors ◽  
Use Of Technology ◽  
Effort Expectancy ◽  
Actual Use ◽  
Facilitating Conditions

The purpose of this article was to investigate the moderating effects of gender on e-commerce systems adoption factors among university lecturers in Ghana. In order to achieve this purpose, the unified theory of acceptance and use of technology (UTAUT) was used as the theoretical lens for the study. Eight hypotheses were developed and tested. Data analysis was performed with a structural equation modeling (SEM) technique using SmartPLS Application. Using a survey of 223 respondents, the study showed that factors such as performance expectancy, effort expectancy, and facilitating conditions positively and significantly influenced Ghanaian lecturers' behavioral intention and ultimately the actual use of e-commerce systems. As for the moderating effects of gender, this study discovered that gender insignificantly moderated the effects of performance expectancy, effort expectancy and social influence on behavioral intention.

An Investigation of the Adoption of Online Game Technologies in Indonesia

2017 ◽  
Vol 9 (1) ◽  
pp. 1-27 ◽  
Author(s):  
Bernardinus Harnadi
Keyword(s):  
Theoretical Model ◽  
Structural Equation ◽  
Ease Of Use ◽  
Equation Modeling ◽  
Online Game ◽  
Moderating Effects ◽  
Positive Effects ◽  
Use Of Technology ◽  
New Findings ◽  
Modeling Techniques

This study examines influences on an individual's intentions to use online game technologies. Data was collected by the questionnaire from a sample of 895 individuals of age 12 – 26 years in Indonesia. A theoretical model extending the Unified Theory of Acceptance and Use of Technology included causal effects on intentions as well as moderating effects due to the individual's gender, age, and experience. The model was analyzed using structural equation modeling techniques and the results confirmed several findings from previous studies respected especially with the positive effects of enjoyment, ease of use, and the availability of infrastructure on the individual's intentions. New findings showed that gender, age, and experience moderated the effects on the individual's intention due to social influences, feelings of involvement, and perceptions of personal attainments, respectively. Moreover, new findings emerged for differences and similarities in the significant effects in the theoretical model among the groups defined within the scales of gender, age, and experience.

scholarly journals Pengembangan Niat Adopsi Mobile Wallet: Integrasi Model UTAUT2 dengan Social Connectedness dan Culture

2021 ◽  
Vol 10 (2) ◽  
pp. 145-160
Author(s):  
Felick Kurnia
Keyword(s):  
Structural Equation ◽  
Social Connectedness ◽  
Financial Institution ◽  
Payment System ◽  
Partial Least Square ◽  
Least Square ◽  
Equation Modeling ◽  
Performance Expectancy ◽  
Intention To Adopt ◽  
Use Of Technology

Smartphone technology is rising rapidly around the world. It allows various companies including financial institution to improve services for their customers. Mobile wallet is a cashless payment system that is carried out with a mobile phone. Since 2010, The Central Bank of Indonesia has been encouraging the adoption of cashless payment system, including mobile wallet. Despite the efforts made, the use of cashless payment system in Indonesia is still low. This paper investigates the determinants of customers’ intention to adopt mobile wallet using the Unified Theory of Acceptance and Use of Technology 2 (UTAUT2) Model. It offers theoretical contributions by extending UTAUT2 with social connectedness and culture. Empirical data from 139 Indonesian customers were used to test the proposed model using partial least square structural equation modeling. It was found that performance expectancy, hedonic motivation, price value, and habits significantly influence customers’ intention to adopt mobile wallet. This study also found that social connectedness significantly affects performance expectancy and effort expectancy. The findings of this study would also be beneficial for mobile wallet providers to develop effective strategies to increase the use of mobile wallet in Indonesia.

Sign in / Sign up

Export Citation Format

Share Document