scholarly journals Behavior Intention to Use dan Use Behavior Mahasiswa dalam Menggunakan E-Learning dimasa Covid-19

2021 ◽  
Vol 9 (2) ◽  
pp. 136-142
Author(s):  
Muhammad Ikhlash ◽  
Herjunda Faghfirka Tama
Keyword(s):  
Social Influence ◽  
Life Quality ◽  
Work Life ◽  
Intention To Use ◽  
Behavior Intention ◽  
Performance Expectancy ◽  
Effort Expectancy ◽  
E Learning ◽  
Use Behavior

Menaggapi Covid-19 yang dijadikan sebagai pandemik global, Politeknik Negeri Batam memutuskan proses pembelajaran melalui daring sehingga menyebabkan adanya peningkatan intensitas pada pengguna e-learning. Penelitian ini bertujuan untuk mengetahui niat dan perilaku mahasiswa dalam penggunaan e-learning. Penelitian ini dibatasi dalam ruang lingkup menguji pengaruh performance expectancy, effort expectancy, social influence, work life quality, hedonic motivation terhadap behavior intention to use, dan behavior intention to use terhadap use behavior mahasiswa dalam menggunakan e-learning. Jenis penelitian yang digunakan adalah kuantitatif, dengan sampel penelitian sebanyak 94 responden. Pengumpulan data dilakukan dengan menyebarkan kuisioner, kemudian di analisis menggunakan Smart PLS versi 3.0 untuk menguji instrumen dan hipotesis. Hasil penelitian menunjukkan bahwa performance expectancy dan hedonic motivation berpengaruh positif terhadap behavior intention to use, sedangkan effort expectancy, social influence, work life quality tidak berpengaruh. Variabel behavior intention to use berpengaruh positif terhadap use behavior.

ANALISIS FAKTOR-FAKTOR YANG MEMPENGARUHI PERILAKU PENGGUNAAN SISTEM E-LEARNING UNDIKSHA DENGAN MODEL UNIFIED THEORY OF ACCEPTANCE AND USE OF TECHNOLOGY (UTAUT)

2021 ◽  
Vol 1 (2) ◽  
pp. 1
Author(s):  
I Gede Arya Sukarya ◽  
I Made Ardwi Pradnyana ◽  
Nyoman Sugihartini
Keyword(s):  
Social Influence ◽  
Learning System ◽  
Moderator Variable ◽  
Performance Expectancy ◽  
Use Of Technology ◽  
Effort Expectancy ◽  
E Learning ◽  
Use Behavior ◽  
Relationship Of ◽  
The Relationship

Sistem E-learning dikembangkan oleh Undiksha untuk meningkatkan efektivitas dan kualitas pembelajaran. Namun pada kenyataannya E-learning Undiksha belum dimanfaatkan secara maksimal oleh dosen di lingkungan Undiksha. Pengguna dapat menerima dan menggunakan sistem adalah hal yang penting untuk dapat mengetahui tingkat keberhasilan dari implementasi sistem tersebut. Oleh karena itu penelitian ini bertujuan untuk menganalisis faktor-faktor yang mempengaruhi perilaku penggunaan sistem E-learning Undiksha dengan model Unified Theory of Acceptance and Use of Technology (UTAUT). UTAUT merupakan salah satu model penerimaan teknologi yang menggabungkan delapan teori penerimaan teknologi sebelumnya. UTAUT memiliki empat konstruk utama yaitu ekspektasi kinerja, ekspektasi usaha,  pengaruh sosial dan kondisi yang memfasilitasi.Data diperoleh dengan cara menyebarkan kuesioner tertutup dengan sampel 64 Dosen Undiksha. Dianalisis menggunakan software SPSS. Hasil penelitian ini menunjukkan bahwa (1) Ekspektasi kinerja, ekpektasi usaha, pengaruh sosial dan kondisi yang memfasiitasi berpengaruh positif terhadap perilaku penggunaan sistem E-learning Undiksha (2) Variabel moderator jenis kelamin memperkuat hubungan ekspektasi kinerja dan ekspektasi usaha terhadap perilaku penggunaan sistem E-learning Undiksha sedangkan untuk variabel moderator jenis kelamin memperlemah hubungan variabel pengaruh sosial terhadap perilaku penggunaan sistem E-learning Undiksha (3) Variabel moderator umur memperkuat hubungan variabel ekspektasi kinerja, ekspektasi usaha, pengaruh sosial dan kondisi yang memfasilitasi terhadap perilaku penggunaan sistem E-learning Undiksha (4) Variabel moderator pengalaman memperkuat hubungan ekspektasi usaha, pengaruh sosial dan kondisi yang memfasilitasi terhadap perilaku penggunaan sistem E-learning Undiksha.AbstractE-learning was developed by ganesha university of education to improve learning effectiveness and quality. Yet, this system had not used maximally by lecturers in the institution.  Users which could accept and use the system was an important thing to know degree of its implementation successfulness. Hence, this study aimed at analyzing factors affecting use behavior of UNDIKSHA’s E-learning system with Unified Theory of Acceptance and Use of Technology (UTAUT) model. UTAUT is one of technology acceptance model combining 8 previous technology acceptance theories. It has 4 main constructs, namely performance expectancy, effort expectancy, social influence, and facilitating condition.The data were collected through giving closed questionnaire to lecturers. It involved 64 lecturers in UNDIKSHA as the sample of this study. The obtained data were analysed by means of SPSS. The results show that (1) Performance expectancy, effort expectancy, social influence, and facilitating condition have positive impact on the use behavior of the E-learning system, (2) Gender moderator variable strengthens the relationship of performance expectancy and effort expectancy towards the use behavior of the E-learning system, but weakens the relationship between social influence variable and the use behavior, (3) Age moderator variable strengthens the relationship of performance expectancy, effort expectancy, social influence, and facilitating condition towards the use behavior of the E-learning system, and (4) Experience moderator variable strengthens the relationship of performance expectancy, effort expectancy, social influence, and facilitating condition towards the use behavior of the E-learning system.

scholarly journals Analysis of Factors Affecting Behavioral Intention to Use E-Learning Uses the Unified Theory of Acceptance and Use of Technology Approach

2020 ◽  
Author(s):  
Ramllah . ◽  
Ahmad Nurkhin
Keyword(s):  
Social Influence ◽  
Behavioral Intention ◽  
Intention To Use ◽  
Performance Expectancy ◽  
Learning Intention ◽  
Effort Expectancy ◽  
E Learning ◽  
Facilitating Conditions ◽  
Behavioral Intention To Use ◽  
Descriptive Statistical Analysis

The purpose of this study isto analyze the influence of performance expectancy, effort expectancy, social influence, facilitating conditions, perceived creadibility, and anxiety on e-learning behavioral intention to use who are moderated by experience and voluntariness of use.The study population was 215 students who used e-learning in the Accounting Department of SMK N 1 Karanganyar. The sample selection using Slovin method with an error rate of 5% and sampling area technique obtained by respondents as many as 140 students. The technique of collecting data using a questionnaire. Data analysis techniques used descriptive statistical analysis and SEM-PLS. Data analysis tool using WarpPLS 5.0.The results of the descriptive statistical analysis show that the behavioral intention to use e-learning, performance expectancy, effort expectancy, social influence, facilitating conditions, perceived creativity, anxiety, experience and voluntariness of use are in the sufficient category. Hypothesis test results show the influence of performance expectancy on e-learning behavioral intention to use, effort expectancy does not affect the behavioral e-learning intention to use, social influence has an effect on behavioral e-learning intention to use, facilitating conditions have no effect on behavioral intention to Using e-learning, perceived creativity does not affect e-learning behavior, anxiety influences the behavioral intention to use e-learning, voluntary moderating negative social influences the behavioral e-learning intention to use, experience moderates the effect of effort expectancy on The behavior of e-learning intention to use, experience does not moderate the influence of social influence on the behavioral e-learning intention to use, experience does not moderate the effect of facilitating conditions on e-learning behavioral intention to use e-learning the conclusion of this study states that of the ten hypotheses proposed there are five types of hypotheses accepted. Keywords: E-learning, Behavioral Intention, UTAUT.

scholarly journals PENERAPAN MODEL UTAUT UNTUK MEMAHAMI PENERIMAAN DAN PENGGUNAAN LEARNING MANAGEMENT SYSTEM STUDI KASUS: EXPERENTIAL E-LEARNING OF SANATA DHARMA UNIVERSITY

2012 ◽  
Vol 5 (2) ◽  
pp. 114 ◽  
Author(s):  
I Gusti Nyoman Sedana ◽  
St. Wisnu Wijaya
Keyword(s):  
Social Influence ◽  
Management System ◽  
Learning Management System ◽  
P Value ◽  
Performance Expectancy ◽  
Use Of Technology ◽  
Effort Expectancy ◽  
E Learning ◽  
Learning Management ◽  
Use Behavior

Experiential E-Learning of Sanata Dharma University (Exelsa) adalah sebuah Learning Management System (LMS) berbasis web yang dikembangkan oleh Universitas Sanata Dharma untuk meningkatkan efektivitas dan kualitas pembelajaran. Exelsa memiliki sejumlah fasilitas seperti tugas online, tes online, bahan kuliah, chating, menjawab kuesioner, melihat pengumuman, forum mata kuliah, kalender kegiatan, dan sebagainya. Makalah ini menjelaskan tentang hasil penelitian mengenai hubungan faktor-faktor yang mempengaruhi penerimaan dan penggunaan Exelsa dengan menggunakan Unified Theory of Acceptance and Use of Technology (UTAUT). Data dikumpulkan dari responden (mahasiswa) yang menggunakan Exelsa melalui pengambilan data dari basis data dan penyebaran kuesioner sejumlah 281 buah. Hasil analisis deskriptif memperlihatkan bahwa sebagian besar responden memiliki tingkat performance expectancy, effort expectancy, social influence, facilitating conditions, dan use behavior yang tergolong tinggi, sementara tingkat behavioral intention sebagian besar responden tergolong sedang. Hasil pengujian dengan korelasi Spearman menunjukkan bahwa performance expectancy, effort expectancy, social influence, dan facilitating condition masing-masing memiliki korelasi positif dan signifikan (p-value

scholarly journals Investigating the Determinants of Students’ Intention to Use Business Simulation Games

2019 ◽  
Vol 58 (2) ◽  
pp. 433-458 ◽  
Author(s):  
Yu-Yin Wang ◽  
Yi-Shun Wang ◽  
Shi-En Jian
Keyword(s):  
Social Influence ◽  
Behavioral Intention ◽  
Partial Least Square ◽  
Intention To Use ◽  
Business Simulation ◽  
Simulation Games ◽  
Performance Expectancy ◽  
Effort Expectancy ◽  
Facilitating Conditions ◽  
Behavioral Intention To Use

Business simulation games (BSGs) are educational tools that help students develop business management knowledge and skills. However, to date, relatively little research has investigated the factors that influence students’ BSG usage intention. Grounded on the extended unified theory of acceptance and use of technology, this study helped to fill this gap by exploring intention to use BSGs. Specifically, this study investigated the influence of performance expectancy, effort expectancy, social influence, facilitating conditions, hedonic motivation, and price value on behavioral intention to use BSGs. Data collected from 141 useful respondents were tested against the research model using partial least square approach. The results of this study indicated that behavioral intention to use BSGs was influenced by facilitating conditions, hedonic motivation, and price value. Unexpectedly, performance expectancy, effort expectancy, and social influence were not predictive of students’ behavioral intention to use BSGs. These findings enhanced our understanding of students’ BSG usage behavior and provided several important theoretical and practical implications for the application of BSG in the context of business and management education.

scholarly journals ANALISIS PENERIMAAN PENGGUNA SISTEM INFORMASI PERPUSTAKAAN DAN ARSIP DAERAH KABUPATEN BULELENG MENGGUNAKAN MODEL UNIFIED THEORY OF ACCEPTANCE AND USE OF TECHNOLOGY (UTAUT)

2019 ◽  
Vol 8 (2) ◽  
pp. 394
Author(s):  
Nita Rianadewi ◽  
Dewa Gede Hendra Divayana ◽  
I Made Ardwi Pradnyana
Keyword(s):  
Social Influence ◽  
Behavioral Intention ◽  
Unified Theory ◽  
Performance Expectancy ◽  
Use Of Technology ◽  
Effort Expectancy ◽  
Facilitating Conditions ◽  
Use Behavior

Sistem Informasi Perpustakaan dan Arsip (SIPA) adalah sebuah website yang dikembangkan oleh perpustakaan daerah di kabupaten Buleleng sebagai alternative dalam mendukung pengelolaan dan mempermudah pengguna. Penelitian ini bertujuan untuk menganalisis pemanfaatan Sistem Informasi Perpustakaan dan Arsip (SIPA) di Kabupaten Buleleng dengan berdasarkan menggunakan Model Unified Theory Of Acceptance and Use Of Technology (UTAUT) dengan menggunakan empat variabel bebas yakni  performance expectancy,  effort expectancy, social influence dan  facilitating conditions sebagai variable bebas dengan  behavioral intention dan use behavior sebagai variable terikat dan variable moderator Age, Gender dan experience. Variabel Ekpektansi Kinerja dan variabel Ekspektasi usaha tidak berpengaruh positif terhadap  minat penggunaan Sistem Informasi Perpustakaan. Pengaruh sosial berpengaruh positif terhadap minat penggunaan, Kondisi yang memfasilitasi berpengaruh positif terhadap perilaku penggunaan Sistem Informasi Perpustakaan, Variabel moderator jenis kelamin tidak memperkuat hubungan antara ekspektasi kinerja, ekspektansi usaha dan pengaruh sosial terhadap minat penggunaan Sistem Informasi Perpustakaan. Variabel moderator umur tidak memperkuat hubungan antara ekspektasi kinerja, ekspektansi usaha dan pengaruh sosial dengan minat penggunaan.Variabel moderator  umur  memperkuat hubungan antara  kondisi yang memfasilitasi  dengan  perilaku pengguna, variable moderator pengalaman memperkuat hubungan antara pengaruh sosial terhadap minat penggunaan Sistem Informasi Perpustakaan, variable moderator pengalaman memperkuat hubungan antara kondisi yang memfasilitasi terhadap perilaku pengguna Sistem Informasi Perpustakaan.  Kata Kunci :  Sistem Informasi Perpustakaan,  Ekspektansi Kinerja, Ekspektansi Usaha, Pengaruh Sosial, Kondisi Pemfasilitasi, Minat Penggunaan,  Perilaku pengguna, UTAUT

Role of IT Culture in Learners' Acceptance of E-Learning

2019 ◽  
pp. 348-364
Author(s):  
James Wairimu ◽  
Susan Githua ◽  
Kenneth Kungu
Keyword(s):  
Higher Education ◽  
Social Influence ◽  
Intention To Use ◽  
Performance Expectancy ◽  
Learning Intention ◽  
E Learning ◽  
It Culture ◽  
Facilitating Conditions ◽  
Role Of It

This chapter sought to explore factors that influence e-learning adoption and use among students in higher education in Kenya. Based on UTAUT model, the study proposes that performance expectancy, effort expectancy, social influence, and facilitating conditions will influence intention to use e-learning. Additionally, the role of IT culture is explored. Performance expectancy, social influence, facilitating conditions, and IT culture were significant in predicting intention to use e-learning. Intention to use significantly predicted usage. Implications for higher education are discussed.

scholarly journals Modeling Factors Affecting Student’s Usage Behaviour of E-Learning Systems in Lebanon

2016 ◽  
Vol 11 (2) ◽  
pp. 299 ◽  
Author(s):  
Ra'ed (Moh'd Taisir) Masa'deh ◽  
Ali Tarhini ◽  
Ashraf Bany Mohammed ◽  
Mahmoud Maqableh
Keyword(s):  
Social Influence ◽  
Learning Systems ◽  
Behavioural Intention ◽  
Equation Modeling ◽  
Positive Effects ◽  
Performance Expectancy ◽  
Effort Expectancy ◽  
E Learning ◽  
Facilitating Conditions ◽  
The Impact

<p>This study seeks to explore the factors that influence students’ usage behaviour of e-learning systems. Based on the strong theoretical foundation of the TAM, UTAM and using structural equation modeling (SEM) via AMOS 20.0, this research paper examines the impact of performance expectancy, effort expectancy, hedonic motivation, habit, social influence, and trust on student’s behavioural intention, which is later examined along with facilitating conditions on student’s usage behaviour of e-learning systems. Data was collected from students at two universities in Beirut (capital of Lebanon) using a cross-sectional questionnaire survey between January and March 2015. The results revealed direct positive effect of performance expectancy, hedonic motivation, habit, and trust on student’s behavioural intention to use e-learning explaining around 71% of overall behavioural intention. Meanwhile, behavioural intention and facilitating conditions accounted for 40% with strong positive effects on student’s usage behviour of e-learning systems. However, both effort expectancy and social influence did not impact student’s behavioural intention.</p>

scholarly journals Analisis Penerimaan dan Penggunaan Transportasi Online di Kalangan Pelajar (Studi Kasus: SMA di Kecamatan Blimbing, Kota Malang)

2021 ◽  
Vol 15 (2) ◽  
pp. 1
Author(s):  
Geraldo James Sahertian ◽  
Addin Aditya ◽  
Siti Aminah
Keyword(s):  
Social Influence ◽  
Behavioral Intention ◽  
Unified Theory ◽  
Transportation Services ◽  
Purposive Sampling ◽  
Performance Expectancy ◽  
Use Of Technology ◽  
Effort Expectancy ◽  
Facilitating Conditions ◽  
Use Behavior

Penggunaan telepon pintar atau smartphone di Indonesia, dan di dukung oleh kemajuan teknologi informasi yang semakin pesat, berkembanglah transportasi  berbasis online atau biasa disebut ojek online. Ojek online  memberikan akses kemudahan bagi masyarakat dan pelajar yang menggunakan aplikasi tersebut, dengan melakukan transaksi pemesanan melalui aplikasi maka ojek tersebut akan datang. Namun berdasarkan informasi dari TribunJatim News yang di dapatkan bahwa ojek online mengalami kenaikan yang cukup signifikan, yang membuat sebagian masyarakat khususnya kalangan pelajar mengeluh akan kebijakan tarif yang diberlakukan mulai Agustus 2019, maka dari itu diperlukan adanya analisis untuk melihat bagaimana kalangan pelajar menerima dan menggunakan layanan transportasi online tersebut. Penelitian ini bertujuan untuk mengetahui bagaimana penerimaan dan penggunaan terhadap layanan transportasi online GOJEK, di kalangan pelajar SMA Kecamatan Blimbing Kabupaten Malang Jumlah sampel yang diambil sebanyak 160. Penelitian ini menggunakan model Unified Theory Of Acceptance and use of Technology (UTAUT) dengan variabel behavioral intention dan use behavior sebagai variabel dependen dan menggunakan variabel indenpenden yaitu performance excpectancy, effort expectancy, social influence, dan facilitating conditions. Metode yang digunakan pada penelitian ini dengan penyebaran kuesioner menggunakan teknik sampling purposive sampling. Untuk pengelohan data, menggunakan program SPSS untuk menguji instrument penelitian dan model penelitian. Hasil yang didapatkan dari penelitian ini adalah penerimaan dan penggunaan dikalangan pelajar terhadap layanan terhadap layanan transportasi online dipengaruhi oleh faktor social influence, facilitating conditions, behavioral intention, use behavior, sedangkan faktor performance expectancy dan effort excpectancy tidak menggunakan layanan transportasi online. The use of smartphones or smartphones in Indonesia, and supported by increasingly rapid advances in information technology, has developed-based transportation online or commonly known as motorcycle taxis  online. taxis Online provide easy access for people and students who use the application, motorcycle by making an order transaction through the application, the ojek will come. However, based on information from TribunJatim News, it was obtained that motorcycle taxis online have increased quite significantly, which made some people, especially students complain about the tariff policy that was implemented starting in August 2019, therefore an analysis is needed to see how students receive and use the service.transportation online . This study aims to determine how the acceptance and use of transportation services online GOJEK, among high school students in Blimbing District, Malang Regency. The number of samples taken is 160. This study uses the Unified Theory of Acceptance and use of Technology (UTAUT) model with variables. behavioral intention and  use behavior as the dependent variable and using independent variables, namely performance expectancy, effort expectancy, social influence, and facilitating conditions. The method used in this study by distributing questionnaires using purposive sampling technique. For data collection, use the SPSS program to test research instruments and research models. The results obtained from this study are that acceptance and use among students of transportation services is online influenced by social influences, facilitating conditions, behavioral intention, use behavior, while performance expectancy expectancy and  effort factors do not use transportation services online.

scholarly journals ANALISIS FAKTOR FAKTOR YANG MEMPENGARUHI MINAT PEMANFAATAN DAN PENGGUNAAN TEKNOLOGI PEMBAYARAN ELEKTRONIK BERGERAK DENGAN MENGGUNAKAN MODEL UTAUT. (STUDI KASUS PADA TEKNOLOGI M-DINAR PAYMENT SYSTEM)

2016 ◽  
Vol 1 (1) ◽  
pp. 50
Author(s):  
Wahyu Meiranto
Keyword(s):  
Information System ◽  
Regression Analysis ◽  
Social Influence ◽  
Electronic Mail ◽  
The Other ◽  
Intention To Use ◽  
Unified Theory ◽  
Performance Expectancy ◽  
Use Of Technology ◽  
Effort Expectancy

The purpose of this research is to analyze factors that influence behaviour intention to use technology information system and use behaviour technology information system using UTAUT (unified theory of acceptance and use of technology). That factors are performance expectancy,effort expectancy, perceived of credibility, social influence, and facilitating condition and moderated by age, gender and experience. Sample of this research is investment using services community (M-Dinar) through internet. One hundred and twenty four respondents using M-Dinar had participated in this research. The collecting data used a questionnaire survey that posted at facebook and sent it via electronic-mail. Data were analyzed using a Moderated Regression Analysis (MRA). The result showed only social influence that effecting behaviour intention to use M-Dinar technology significant. The other factors aren’t have significant influence to behavoiur intention to use M-Dinar technology.

Smartphone Alcohol Use Disorder Recovery Apps: an Survey of Behavioral Intention to Use using UTAUT (Preprint)

2021 ◽  
Author(s):  
Rijuta Menon ◽  
Julien Meyer ◽  
Pria Nippak ◽  
Housne Begum
Keyword(s):  
Social Influence ◽  
Behavioral Intention ◽  
Alcohol Use Disorder ◽  
Survey Study ◽  
P Value ◽  
Intention To Use ◽  
Performance Expectancy ◽  
Effort Expectancy ◽  
Facilitating Conditions ◽  
Behavioral Intention To Use

BACKGROUND Alcohol Use Disorder (AUD) carries a huge health and economic cost to society. Effective interventions exist but numerous challenges limit their adoption, especially in a pandemic context. AUD recovery apps (AUDRA) have emerged as a potential complement to in-person interventions. They are easy to access and show promising results in terms of efficacy. However, they rely on individual adoption decision and remain underused. OBJECTIVE The aim of this survey study is to explore the beliefs that determine the intention to use AUDRA. METHODS We conducted a cross-sectional survey study of people suffering from AUD. We used the Unified Theory of Acceptance and Use of Technology, which predicts use and behavioral intention to use based on performance expectancy, effort expectancy, social influence and facilitating conditions. Participants were recruited directly from two sources: first, respondents at addiction treatment facilities in Ontario, Canada were contacted in person and filled a paper form; second, members from AUD recovery support groups on social media were contacted and invited to fill an online sruvey. The survey was conducted between October 2019 and June 2020. RESULTS The final sample was comprised of 159 participants (124 online and 35 paper based) self-identifying somewhat or very much with AUD. Most participants (85.5%) were aware of AUDRA and those participants scored higher on performance expectancy, effort expectancy and social influence. Overall, the model explains 35.4% of the variance in behavioral intention to use AUDRA and 11.1% of the variance in use. Social influence (p-value 0.314), especially for women (p-value 0.227) and effort expectancy (p value 0.247) were key antecedents of behavioral intention. Facilitating conditions was not significant overall but was moderated by age (p value 0.231) suggesting that it matters for older participants. Performance expectancy did not predict behavioral intention, which is unlike many other technologies but confirms other findings with mhealth. Open-ended questions suggest that privacy concerns may play a significant role for AUDRA. CONCLUSIONS This study suggests that unlike many other technologies, the adoption of AUDRA is not mainly determined by utilitarian factors such as performance expectancy. Rather, effort expectancy and social influence play a key role in determining the intention to use AUDRA.

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