Behavioral Intention Use Research Articles

E-Commerce Coffepedia with Technology Acceptance Model (TAM) Testing

Coffee is one of the plantation commodities that has an important role in economic activities in Indonesia. Coffee is also one of Indonesia's export commodities which is quite important as a foreign exchange earner in addition to oil and gas. As a producer, Indonesia occupies the fourth position while as a consumer Indonesia is in seventh place, and coffee connoisseurs in Indonesia are growing rapidly at 8% for the development of coffee connoisseurs in Indonesia while the development of coffee connoisseurs in the world is only 6%. With the increase in coffee drinkers in Indonesia, the level of sales of coffee powder will also increase. In this study, the system was designed to facilitate the sale of coffee powder using prototyping methodology and the Technology Acceptance Model (TAM) for testing method. The purchasing system can make it easier and provide convenience for buyers and sellers in Indonesia. Based on the TAM test that has been carried out on 79 respondents, it shows the results that Attention to Use (ATU) affects Behavioral Intention to Use (BITU) by 4.427, Behavioral Intention to Use (BITU) affects Actual System Usage (ASU) 16.511, Perceived Ease of Use (PEOU) affects Attention to Use (ATU) by 3.130, Perceived Usefulness (PU) affects Attention to Use (ATU) by 6.712, and PU affects BITU by 4.692.

Determinants of Behavioral Intention to Use E-Government in Thailand: Mediating Role of Perceived Value of E-Government

The aim of this study was to know about the impact of social influence (SI), trust worthiness (TW), degree of openness (DO), technological risks (TR) and facilitating conditions (FC) on behavioral intention to use (BIU). This paper also aims to know the mediating role that perceived value of E-governance (PVG). This study was conducted in Thailand. Out of the total 292 respondents of this research, 112 were male and 180 respondents were females, which means that majority of the respondents were females. Out of the total 292 respondents of this research, twenty-three of the respondents had completed their graduation, one hundred and thirty-six respondents had completed their post-graduation, one hundred and twenty-three respondents had completed their masters and ten respondents had other degrees. Out of the total 292 respondents, 230 of the respondents were between the age of 21 to 30 years, 42 were in the age range of 31 to 40 years, 18 were between the age of 41 to 50 years, and lastly 2 were more than 50 years old in age.  The research showed that the impact of FC and SI is positive and significant on BIU. Whereas, TR, DO and TW have insignificant impact on BIU. The study also proposed that the mediating role of PVG is significant between FC, TW, TR and BIU is significant. Whereas, the mediating role of PVG between DO, SI and BIU is insignificant.

The effect of self-efficacy and social influence on behavioral intention to use Zoom Cloud Meeting in implementing virtual learning for students of Brawijaya University

This study discusses and analyzes the relationship between the influence of self-efficacy and social influence on the behavioral intention to use Zoom Cloud Meeting in the implementation of virtual learning for Brawijaya University students. In this study, the researcher used random sampling to take samples, namely from 100 students from various faculties. This research uses descriptive quantitative. This study uses the theory proposed by Davis, namely the Technology Acceptance Model (TAM). In this study, the researchers modified the core theoretical concepts, namely Perceiver Usefulness (PU), Perceived Easy of Use (PEOU), and Behavioral Intention to Use (BITU) by adding external variables, namely Self-Efficacy and Social Influence on the use of Zoom Cloud Meetings in virtual operations. student learning Universitas Brawijaya.

Technology Acceptance Model in Government Context: A Systematic Review on the Implementation of IT Governance in a Government Institution

Recent trends of studies on technology acceptance in local government had recently been popular; the studies focused on identifying the predictors of human behavior in potential acceptance or rejection of technology. This study investigated the use of information technology/information system (henceforth, IT/IS) acceptance in government as a means to improve the quality of public service and strive for transparent governance. A mixed-methods (quantitative and qualitative) study was conducted, and data were collected through questionnaires involving 125 respondents, interviews, and observations. Technology Acceptance Model (TAM) is used as a theoretical framework for behavioral information systems and Smart Partial least square (Smart PLS) analysis was employed in elaborating the complex correlation between the determinants. The result showed that the perceived ease-of-use (PEOU) contributed positively to the perceived usefulness (PU) and attitude towards using technology (ATUT). Moreover, the ATUT significantly contributed to Behavioral Intention of Use (BITU); further, the BITU also contributed to actual technology use (ATU). The PU, however, possessed a negative impact on the ATUT. These results further the information regarding the quality and performance of IT/IS services that can be used as a basis for higher-level decision-making.

Investigating Students' Perceptions of Online Learning Use as a Digital Tool for Educational Sustainability During the COVID-19 Pandemic.

Previous research on e-learning in underdeveloped countries has seldom taken a comprehensive approach. A literature review of recent published research in the field of e-learning use during the COVID-19 epidemic is also included in this study. Therefore, the aim of this study is to look at the technology acceptance model (TAM) and information systems (IS) performance models to see how system quality (SYQ), service quality (SEQ), and quality of life (QoL) are related, as well as the mediating impact of perceived ease of use (PEU) and perceived usefulness (PU), affect students' behavioral intention to use (BIU), and actual use of an e-learning system (AUE) as sustainability for education during the COVID-19 pandemic. Path analysis and structural equation modeling (SEM) were used to evaluate the research model, using the data from e-learning users obtained through a survey. Participants were e-learning users from two Saudi Arabian public universities. The findings revealed that PU and ease of use were positively correlated and influenced by SYQ, SEQ, and QoL in education, and that PEU and PU were positively influenced by students' BIU and AUE system. In the sense of e-learning in developing countries, previous studies rarely looked at an integrated model. This paper also attempts to provide a recently published study in the area of the use of an e-learning system as sustainability for education during the COVID-19 pandemic. There is a lot of ongoing research.

Exploring educational students acceptance of using movies as economics learning media: PLS-SEM analysis

This research attempts to investigate the level of acceptance of economics learning media through movie scenes using the Technological Acceptance Model (TAM) approach. Data were obtained using a Likert scale questionnaire from 396 students of the Faculty of Teacher Training and Education in Surakarta, Central Java, who had taken the learning media course. Partial Least Square Structural Equation Modeling (PLS-SEM) with reflective constructs was employed as the analysis method. The variables studied including Perceived Ease of Use (PEU), Perceived Usefulness (PU), Attitude Toward using (ATU), and Behavioral Intention to Use (BIU). The results showed a significant relationship in all direct effects and indirect effects studied. This study also found that the Perceived Ease of Use learning media movie scene had the greatest influence on the construct. The construct was also recognized to have strong predictive relevance to Behavioral intention to use. The findings imply that in order to be approved by teachers, learning media developers must pay attention to teacher perceptions of ease of use. This research contributes to TAM research in the field of education with PLS-SEM analysis to the stage of predictive relevance.

Healthcare Providers' Intention to Use Technology to Attend to Clients in Cape Coast Teaching Hospital, Ghana.

Background Patient records' relevance is associated with a variety of needs and objectives. Substantiating the health of patients perpetually and allowing professionals in the medical field to assess both signs and symptoms that fall in a relatively wider temporal point of view and contributions that lead to enhanced diagnoses and treatment are all quintessential of patient records. The advancement of information technology systems has led to the anticipation that development will be put into digitization and electronic means of storing patient records in order to grease their handling. Cape Coast Teaching Hospital (CCTH) is piloting implementation of patient's electronic health record system. The introduction of the electronic health record system known as Lightwave Hospital Information Management System (LHIMS) was to provide a permanent solution to patients' continuity of care. User's acceptance of new information technology is seen to be one of the most challenging issues in information system. This study assesses healthcare providers' (HP') behavioural intention to use LHIMS to attend to clients in Cape Coast Teaching Hospital and other factors influencing it. Methods A nonexperimental cross-sectional study was used to obtain information from 84 HP recruited from the various departments and units in CCTH who use LHIMS to attend to clients. The sample size of 90, representing 8% of HP in CCTH, was randomly selected from the various departments and units. However, 84 (indicating 93.3% response rate) of the selected HP were available during the period of the research. Results Perceived ease of use (PEOU) of LHIMS had the strongest direct effect on perceived usefulness (PU), with a highly significant path coefficient of 0.75. PU had the greatest impact on attitude about HP' behavioural intention to use (BIU) LHIMS to attend to patients' healthcare delivery in CCTH (0.91). This relationship was highly significant at p < 0.001. PEOU did not have a significant direct effect on attitude about LHIMS use, as hypothesized in the original technology acceptance model. However, attitude towards use had a strong significant effect on HP' BIU of LHIMS, with a strong statistically significant path coefficient of 0.98 at p < 0.001. Conclusions We conclude that attitude towards use have a significant influence on HP' behavioural intention to use LHIMS to attend to clients in Cape Coast Teaching Hospital.

Facilitadores do uso do ambiente virtual de aprendizagem

O estudo objetiva analisar os fatores que incentivam a intenção e comportamento de uso do ambiente virtual de aprendizagem (AVA) no ensino remoto, sob a percepção discente. Uma amostra de 89 estudantes de um curso de graduação da área de negócios foi analisada via modelagem de equações estruturais. Os achados apontam que a expectativa de desempenho e as condições facilitadoras se associam com a intenção comportamental de uso, enquanto essa se associa com o comportamento de uso. Ademais, os benefícios das condições facilitadoras na intenção comportamental de uso são amplificados quando o estudante percebe autoeficácia no uso de aparatos tecnológicos.

MODEL PENERIMAAN TEKNOLOGI MAHASISWA CALON GURU TERHADAP BERBAGAI APLIKASI SELAMA PEMBELAJARAN DALAM JARINGAN DAN KESIAPAN MEREKA MENJADI PENDIDIK BAGI GENERASI Z DAN ALPHA

Becoming a professional teacher requires qualified teaching skills. To hone their teaching skills, students are required to take micro teaching courses. During the pandemic, micro teaching courses were carried out online, therefore the course lecturers used various applications for the smooth running of lectures. This study is a descriptive study that aims to analyze student acceptance of the use of various applications in microteaching learning with the TAM approach and then see their readiness as prospective educators for generation z and generation alpha which are known as the very technology literate generation. The study was conducted on 66 students who took microteaching courses even semester 2020/2021. Based on the slovin formula, the samples taken were 57 people. From the results of research data processing, it was found that the average value of the seven successive variables was as follows, 3.21 for distance learning self-efficacy(SE), 2.65 for lack of time (LT), 3.19 for complexity (C ), 3.07 for perceived usefulness (PU), 2.9 for perceived ease of use (PEOU), 6) 3.17 for behavioral intention to use (BIU), and 3.08 for actual technology use (ATU). The results of the analysis show that distance learning self-efficacy is in the high category (indicated by 51 students in the high category, 5 quite low, and 1 low)

Application of Blockchain for Supply Chain Financing: Explaining the Drivers Using SEM

Owing to the lack of research in emerging Asian nations, this research aimed to unearth the determinants of blockchain acceptance for supply chain financing by a Bangladeshi financing company called IPDC. Centred on a technology acceptance framework called UTAUT (unified theory of acceptance and use of technology) and open innovation research, an expanded model with a mediating variable is developed for this study. This research work employs the deductive inference method in conjunction with the positivism paradigm. A structural questionnaire was used to gather data, which were then processed through Smart-PLS (partial least square) for SEM (structural equation modeling). The survey includes all the people who are directly or indirectly involved in the supply chain financing platform of IPDC. The study consists of seven direct hypotheses and one mediating hypothesis. The results show that all the direct hypotheses except the impact of social influence on the behavioural intention to use (BINTU) blockchain are significant. The mediating hypothesis indicating the role of BINTU in the relationship between facilitating conditions (FCON) and the actual use of blockchain is also supported. FCON and BINTU together explain 88.7% variation in blockchain use behaviour for supply chain financing. The research advances past findings by employing an expanded UTAUT framework and validating observations with the other relevant studies throughout the world.

Peran Promosi Penjualan dalam Modifikasi Implementasi Technology Acceptance Model (TAM) Pada Niat Menggunakan E-wallet di Denpasar

Electronic payments are a payment method that populer in Indonesia. One of the popular electronic payment methos is e-wallet. The development of e-wallet is supported by the increasing of e-wallet service providers and the increasing growth of merchants that serving payment with e-wallet. The aim of this research are to find out the effect of promotion, perceived ease of use, perceived usefullness on consumer’s attitude toward using and customer’s behavioural intention to use on e-wallet. The reseach was conducted with 300 respondends from different ranges of age in Denpasar City. The data is analyzed by PLS- based SEM. The result showed that promotion, perceived ease of use, and perceived usefullness had a positive and significant effect on consumer’s attitude toward using and consumer’s behavioural intentionto use e-wallet in Denpasar.

Impact of Physicians' Competence and Warmth on Chronic Patients' Intention to Use Online Health Communities.

In China, medical resources are unevenly distributed, and hospitals are very congested. Online health communities (OHCs) provide a new way for patients to communicate and obtain health-related information, thereby alleviating the pressure of treatment in hospitals. However, little is known about how to increase individuals’ use intention for OHCs from the perspective of physicians. This study aims to investigate the impact of physicians’ competence and warmth on chronic patients’ intention to use physician-centered OHCs based on the technology acceptance model. A formal investigation was anonymously conducted through a web-based questionnaire survey addressed to participants, and 710 valid responses were received. A research model was constructed and the hypotheses were tested by structural equation modeling. The findings suggest that competence and warmth positively affect chronic patients’ behavioral intention to use (BIU) OHCs through the mediation of perceived usefulness (PU) and perceived ease of use (PEOU). All hypotheses were supported at the 0.05 significant level. Compared with competence, warmth has a slightly stronger impact on PU and PEOU. PEOU has a stronger impact on chronic patients’ BIU OHCs than PU. This study provides a comprehensive understanding of the impacts of physicians’ characteristics in physician-driven OHCs. Compared with competence, physicians’ warmth should be paid more attention to motivate more chronic patients to use OHCs. Enhancing physicians’ warmth and the ease of use are the preferred ways to improve chronic patients’ intention to use OHCs.

Safety first: extending UTAUT to better predict mobile payment adoption by incorporating perceived security, perceived risk and trust

PurposeThe purpose of this study is to investigate the antecedents of behavioral intention to use (BIU) mobile payment in Indonesia by extending unified theory of acceptance and use of technology (UTAUT) with user privacy constructs, namely, perceived security (PS), perceived risk (PR) and trust (Tr).Design/methodology/approachThis is a quantitative research using the covariance-based structural equation modeling method, whereby the researchers conducted an online survey and distributed online questionnaires to users of mobile payment from all over Indonesia to obtain the data. The sample in this study consisted of 358 respondents.FindingsThis study found that social influence, facilitating conditions, PS, performance expectancy and Tr have a significant and direct influence on BIU mobile payment. PR was not found to have a significant and direct relationship with BIU, but it was indirectly affecting the latter through Tr as the mediating variable.Originality/valueThe researchers modified UTAUT by incorporating PS, PR and Tr to create a more comprehensive model in predicting mobile payment adoption, especially considering the risky nature of digital transactions in emerging economies like Indonesia. This extended model has never been thoroughly explored in previous studies.

ANALYSIS OF THE USE OF MENDELEY USING THE TECHNOLOGY ACCEPTANCE MODEL (TAM) APPROACH: STUDY IN STUDENTS OF OFFICE ADMINISTRATION EDUCATION IN SURABAYA STATE UNIVERSITY

The development of information technology makes it easier for humans to complete work. Work that previously required a lot of manpower to complete can now be completed with the help of technology. As in writing citations, it can be done automatically with the help of the Mendeley Reference Management Software. The purpose of this study is to determine the use of Mendeley in students of the Surabaya State University, Office Administration study program using the Technology Acceptance Model (TAM) approach. The research carried out is quantitative research. The study population is 62 students of the Office Administration Education study program, Surabaya State University. The data analysis tool used is Partial Least Square (PLS). The results of this study are: (1) Attitude towards using has a positive effect and significant on behavioral intention of use, (2) Perceived ease of use has no positive effect and significant on behavioral intention of use, (3) Perceived usefulness has a positive effect and significant on behavioral intention of use, (4) Perceived ease of use has a positive effect and significant on perceived usefulness, (5) Indirectly, Perceived ease of use has a positive and significant effect on behavioral intention of use through perceived usefulness

Hospital Management Information System Usefulness in The Health Services Industry at Indonesia: Mandatory or Voluntary?

This study aiming to obtain empirical evidence of usefulness, ease of use, Computer Self-Efficacy (CSE), and intend to use towards Actual Technology Use (ATU) as an issue of high complexity of healthcare organizations services. We use causality explanatory research for hypothesis testing with quantitative approach as methods. Data were analyzed by Path Analysis. Result is Perceived Usefulness (PU) had positive effect on Behavioral Intention to Use (BITU). Perceive Ease of Use (PEOU) had significant positive effect on ATU. The Conclusion is BITU is an intervening variable that can mediate the effect of PU toward ATU. These findings suggested that there is mandatory behavior toward users to apply Hospital Management Information System (HMIS).

Factors Determining the Behavioral Intention of Using Food Delivery Apps during COVID-19 Pandemics

The purpose of this study was to investigate the factors determining the behavioral intention of using food delivery apps (FDAs) during COVID-19 pandemics, under a case study of Bangkok, Thailand. The study was necessitated by the increased use of FDAs during the lockdown; online transactions were considered important in preventing the spread of the virus. The study used quantitative techniques involving structural equation model (SEM) to evaluate the effects of exogenous variables on endogenous variables. Primary data were collected from people who had installed and used FDAs. The findings indicated that performance expectancy, effort expectancy, social influence, timeliness, task technology fit, perceived trust, and perceived safety significantly influence the behavioral intention to use (BIU) to use food delivery apps during the COVID-19 pandemic. To this end, effort should be intensified to study and understand FDAs as it pertains to safety and usage.

Transition to E - Learning : By Choice or By Force – A Cross - Cultural and Trans-National Assessment

Purpose : This study focused on the transition to e-learning in these turbulent times and its adaptation mode. The study aimed to measure teachers' and students' satisfaction and adoption levels towards e-learning in KSA and India due to the COVID-19 pandemic. In a nutshell, we intended to address three primary research questions: What were the factors affecting the satisfaction and adoption level of teachers &amp; students towards e-learning during the COVID-19 pandemic? Does choice moderate the associations between perceived usefulness, perceived ease of use, satisfaction, and behavioral intention to use? Does satisfaction mediate the relationship between perceived usefulness, perceived ease of use, and behavioral intention to use? Methodology : Four hundred seventy-six faculty members and students from KSA and India were considered as the sample. A structured questionnaire was used to collect the data, and structural equation modeling was used to analyze the same. Findings : The findings suggested that Perceived Usefulness (PU) had a significant impact on Satisfaction (SAT) and Behavioural Intention to Use (BIU). Perceived Ease of Use (PEU) did not have a substantial effect on Satisfaction (SAT), but had a significant impact on Behavioural Intention to Use (BIU). Further, Satisfaction (SAT) and Choice (CHO) too had a substantial effect on Behavioural Intention to Use (BIU). Satisfaction (SAT) mediated the relationship between Perceived Ease of Use (PEU) and Behavioural Intention to Use (BIU). Again, Choice (CHO) moderated the relationship between Perceived Ease of Use (PEU) and Behavioural Intention to Use (BIU). Originality : This study was unique in comparing the impact of different cultures, economies, and governance models on this transition to e-learning. It provided a cross-cultural, trans-national, and cross-sectional analysis with a futuristic e-learning framework.

Analisis Technology Acceptance Model (TAM) Terhadap Penggunaan Aplikasi Gojek Pada Mahasiswa Di Kota Palembang

This research aims to find out how technology in the form of gojek can be well received by colleges in Palembang. The framework has been developed based on the TAM and TRA with quantitative research methods in the form of SEM Amos 21. The results of the research are usefulness and ease of use have a positive and significant effect on behavioral intention of use, usefulness, ease of use and behavioral intention of use have a positive and significant effect on actual system use, the last usefulness and ease of use have a positive and significant effect on actual system use through behavioral intention of use. Based on these results it can be concluded that the subject has been well received by Palembang colleges through TAM and TRA as the grand theory.

Factors Influencing Behavioural Intention of Farmers to Use E-Learning Module on Climate-Smart Horticulture in Arunachal Pradesh

The study developed a theoretical model based on the technology acceptance model (TAM) called the e-learning acceptance model (ELAM) during 2020. Using structural equation modelling (SEM), farmers’ behavioural intention to use (BIU), an e-learning module on Climate-Smart Horticulture was investigated. The facilitating condition, followed by perceived ease of use, attitude toward e-learning, and self-efficacy, was found to be the most influential predictor of behavioural intention to use an e-learning module by the structural equation model (SEM). The endogenous variable BIU having R2 value of 0.62 indicated that the exogenous variables viz., FC (Facilitating Condition), PEU (Perceived Ease of Use), ATT (Attitude toward e-learning) and SE (Self-Efficacy) had jointly explained and predicted 62 per cent of accuracy on BIU in ELAM.

Ulasan Literatur: Faktor-Faktor yang Mempengaruhi Adopsi Mobile Cloud Computing pada Mahasiswa

Mobile Cloud Computing provides cloud storage services to users inside a cloud. This study focuses on the factors that influence the adoption of mobile cloud storage usage in the higher education. The research methods used in this study include: (1) problem formulation; (2) literature search; and (3) formulation of factors for adopting mobile cloud computing (4) validation and reliability test. The results obtained is a conceptual model that can be tested empirically. The main five factors are: (1) knowledge sharing variables; (2) Perceived usefulness variable (3) trust variable; (4) the attitude towards variable; and (5) the variable of behavioral intention of use. Each variable formulated in the conceptual model will be developed into items that are measurement indicators. The research contribution is in the form of a research model that is useful for empirical research on the factors of adoption of the use of Mobile Cloud Computing in the education sector.