scholarly journals Factors Influencing Patients’ Intentions to Use Diabetes Management Apps Based on an Extended Unified Theory of Acceptance and Use of Technology Model: Web-Based Survey (Preprint)

2019 ◽  
Author(s):  
Yiyu Zhang ◽  
Chaoyuan Liu ◽  
Shuoming Luo ◽  
Yuting Xie ◽  
Fang Liu ◽  
...  

BACKGROUND Diabetes poses heavy social and economic burdens worldwide. Diabetes management apps show great potential for diabetes self-management. However, the adoption of diabetes management apps by diabetes patients is poor. The factors influencing patients’ intention to use these apps are unclear. Understanding the patients’ behavioral intention is necessary to support the development and promotion of diabetes app use. OBJECTIVE This study aimed to identify the determinants of patients’ intention to use diabetes management apps based on an integrated theoretical model. METHODS The hypotheses of our research model were developed based on an extended Unified Theory of Acceptance and Use of Technology (UTAUT). From April 20 to May 20, 2019, adult patients with diabetes across China, who were familiar with diabetes management apps, were surveyed using the Web-based survey tool Sojump. Structural equation modeling was used to analyze the data. RESULTS A total of 746 participants who met the inclusion criteria completed the survey. The fitness indices suggested that the collected data fit well with the research model. The model explained 62.6% of the variance in performance expectancy and 57.1% of the variance in behavioral intention. Performance expectancy and social influence had the strongest total effects on behavioral intention (β=0.482; P=.001). Performance expectancy (β=0.482; P=.001), social influence (β=0.223; P=.003), facilitating conditions (β=0.17; P=.006), perceived disease threat (β=0.073; P=.005), and perceived privacy risk (β=–0.073; P=.012) had direct effects on behavioral intention. Additionally, social influence, effort expectancy, and facilitating conditions had indirect effects on behavioral intention that were mediated by performance expectancy. Social influence had the highest indirect effects among the three constructs (β=0.259; P=.001). CONCLUSIONS Performance expectancy and social influence are the most important determinants of the intention to use diabetes management apps. Health care technology companies should improve the usefulness of apps and carry out research to provide clinical evidence for the apps’ effectiveness, which will benefit the promotion of these apps. Facilitating conditions and perceived privacy risk also have an impact on behavioral intention. Therefore, it is necessary to improve facilitating conditions and provide solid privacy protection. Our study supports the use of UTAUT in explaining patients’ intention to use diabetes management apps. Context-related determinants should also be taken into consideration.

10.2196/15023 ◽  
2019 ◽  
Vol 21 (8) ◽  
pp. e15023 ◽  
Author(s):  
Yiyu Zhang ◽  
Chaoyuan Liu ◽  
Shuoming Luo ◽  
Yuting Xie ◽  
Fang Liu ◽  
...  

Background Diabetes poses heavy social and economic burdens worldwide. Diabetes management apps show great potential for diabetes self-management. However, the adoption of diabetes management apps by diabetes patients is poor. The factors influencing patients’ intention to use these apps are unclear. Understanding the patients’ behavioral intention is necessary to support the development and promotion of diabetes app use. Objective This study aimed to identify the determinants of patients’ intention to use diabetes management apps based on an integrated theoretical model. Methods The hypotheses of our research model were developed based on an extended Unified Theory of Acceptance and Use of Technology (UTAUT). From April 20 to May 20, 2019, adult patients with diabetes across China, who were familiar with diabetes management apps, were surveyed using the Web-based survey tool Sojump. Structural equation modeling was used to analyze the data. Results A total of 746 participants who met the inclusion criteria completed the survey. The fitness indices suggested that the collected data fit well with the research model. The model explained 62.6% of the variance in performance expectancy and 57.1% of the variance in behavioral intention. Performance expectancy and social influence had the strongest total effects on behavioral intention (β=0.482; P=.001). Performance expectancy (β=0.482; P=.001), social influence (β=0.223; P=.003), facilitating conditions (β=0.17; P=.006), perceived disease threat (β=0.073; P=.005), and perceived privacy risk (β=–0.073; P=.012) had direct effects on behavioral intention. Additionally, social influence, effort expectancy, and facilitating conditions had indirect effects on behavioral intention that were mediated by performance expectancy. Social influence had the highest indirect effects among the three constructs (β=0.259; P=.001). Conclusions Performance expectancy and social influence are the most important determinants of the intention to use diabetes management apps. Health care technology companies should improve the usefulness of apps and carry out research to provide clinical evidence for the apps’ effectiveness, which will benefit the promotion of these apps. Facilitating conditions and perceived privacy risk also have an impact on behavioral intention. Therefore, it is necessary to improve facilitating conditions and provide solid privacy protection. Our study supports the use of UTAUT in explaining patients’ intention to use diabetes management apps. Context-related determinants should also be taken into consideration.


Author(s):  
Nita Rianadewi ◽  
Dewa Gede Hendra Divayana ◽  
I Made Ardwi Pradnyana

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


2021 ◽  
Vol 15 (2) ◽  
pp. 1
Author(s):  
Geraldo James Sahertian ◽  
Addin Aditya ◽  
Siti Aminah

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.


2018 ◽  
Vol 7 (2) ◽  
pp. 51-58
Author(s):  
Ahmad Huzaemi ◽  
Sufa Atin

PT.X merupakan salah satu Perusahaan Milik Negara di Indonesia yang bergerak dibidang jasa transportasi. Didalam proses penjulaan tiketnya PT X sudah menerapkan sebuah sistem e-ticket sebagai alternative bagi pelangga untuk melakukan pembelian tiket. Sudah beberapa tahun e-ticket diterapkan di perusahaan tersebut, namun pengguna jasa transportasi di PT.X, hingga saat ini belum banyak yang menggunakan sistem tersebut. Pihak PT.X menyaranakan adanya penelitian untuk menganalisis penerimaan penggunaan sistem e-ticket di PT.X guna pengembangan Sistem E-ticket selanjutnya. Salah satu model yang dapat digunakan untuk menganalisis perilaku penggunaan teknologi adalah model Unified Theory Acceptance and Use of Technology (UTAUT). UTAUT adalah salah satu model yang digunakan untuk melakukan pengukuran terhadap penerimaan pengguna pada sistem yang sedang diterapkan. Pengurukan dilakukan dengan memperhatikan beberapa indikator pengukuran, yaitu : performance expectancy (PE), effort expectancy (EE), social influence (SI), facilitating conditions (FC), gender (G), age (A), experience (E), voluntariness of use (VoU), behavioral intention (BI), dan use behavior (UB). Penelitian ini memperoleh variabel yang mempengaruhi penerimaan penggunaan e-ticket di PT.X yang meliputi ekspektansi kinerja (PE), ekspektasni usaha (EE), dan pengaruh sosial (SI) berpengaruh positif terhadap niat dari penggunaan sistem (BI) dengan pemoderasinya jenis kelamin (G), usia (A), dan pengalaman (E). Kata kunci : sistem, e-ticket, UTAUT, PE, EE, SI, BI


Author(s):  
Verina Risky Andwika ◽  
R. Wahjoe Witjaksono

Unified Theory of Acceptance and Use of Technology (UTAUT) is a model used to describe user behavior towards the acceptance of information technology. UTAUT is a development of eight previous leading theories. UTAUT has four constructs that can be a significant direct determinant of behavioral intention and use behavioral, ie performance expectancy, effort expectancy, social influence, and facilitating conditions. This model is then used to analyze user acceptance of Enterprise Resource Planning (ERP) at PT Wijaya Toyota Dago. ERP is a system that can help companies to integrate one process with another process, in order to achieve company goals. This research will explain about the relation of factors influencing acceptance and usage of ERP by using UTAUT model. This research is an explanative research with data analysis technique using PLS (Partial Least Square). Data obtained comes from respondents who are employees of After Sales function of PT Wijaya Toyota Dago, data obtained by way of distributing the questionnaire tertuup. The sample size in this study was 37 resondents and analyzed using SPSS and SmartPLS applications. The analysis results are as follows: (1) Variable Performance Expectancy (PE) has a positive and significant influence on Behavioral Intention (BI); (2) Variable Effort Expectancy (EE) has a positive and significant influence on Behavioral Intention (BI);(3) Social Influence Variables (SI) have a positive and significant influence on Behavioral Intention (BI); (4) Variable Facilitating Conditions (FC) has a positive and significant influence on Use Behavior; (5) Social Influence (SI) variable has positive but not significant influence on Behavioral Intention (BI).


2020 ◽  
Vol 7 (5) ◽  
pp. 1021
Author(s):  
Rian Piarna ◽  
Ferdi Fathurohman

<p class="Abstrak">Penelitian ini berfokus pada konsumen milenial yang melakukan belanja online produk UMKM pada e-commerce. Konsumen milenial yang semakin meningkat menjadi peluang bagi UMKM dalam target pemasaran dengan mengetahui bagaimana perilaku dalam berbelanja online. Penelitian ini bertujuan untuk mengkonfirmasi adanya hubungan positif dan signifikan antara (1) <em>performance expectancy, </em>(2) <em>effort expectancy</em>, (3) <em>social influence</em>, (4) <em>facilitating condition</em>, (5) <em>hedonic motivation</em>, (6) <em>price value </em>dan (7)<em> habit </em>terhadap <em>behavioral intention</em>. Adanya hubungan positif dan signifikan antara (8) <em>facilitating condition </em>dan (9) <em>habit</em> terhadap <em>use behavior</em>. Serta hubungan positif dan signifikan antara (10)  <em>behavioral intention</em> berpengaruh signifikan terhadap <em>use behavior</em>. Pada hasil penelitian juga khusus melihat bagaimana usia sebagai variabel moderator mempengaruhi dalam adopsi penggunaan <em>e-commerce</em>. Metode pada penelitian ini  menerapkan model <em>Unified Theory of Acceptance and Use of Technology </em>(UTAUT) yang berfokus pada perilaku konsumen. Sampel dalam penelitian ini sebanyak 150 responden milenial. Pengolahan data menggunakan SMART PLS. Hasilnya menunjukkan bahwa ada hubungan positif dan signifikan anatara <em>social influence</em> dan <em>habit </em>terhadap <em>behavioral intenion</em>. Ada hubungan positif dan signifikan anatara <em>facilitating condition </em>dan <em>habit </em>terhadap <em>use behavior</em>. Serta Ada hubungan positif dan signifikan<em> </em>pada <em>behavioral intention</em> terhadap <em>use behavior</em>. Hasil ini bisa menjadi referensi pelaku UMKM untuk mengembangkan pemasaran dengan mengggunakan media sosial karena konsumen milenial memiliki fasilitas untuk mengakses internet  dalam aktifitasnya serta mudah dipengaruhi oleh lingkungan sosialnya.</p><p class="Abstrak"> </p><p class="Abstrak"><em><strong>Abstract</strong></em></p><p class="Judul2"><em>This research focuses on millennial consumers who shop online for MSMEs products on e-commerce. Millennial consumers are increasingly becoming an opportunity for MSMEs in marketing targets by knowing how to behave online shopping. This study aims to confirm the existence of a positive and significant relationship between (1) performance expectancy, (2) effort expectancy, (3) social influence, (4) facilitating conditions, (5) hedonic motivation, (6) price value and (7) habit of behavioral intention. There is a positive and significant relationship between (8) facilitating conditions and (9) habits on use behavior. And a positive and significant relationship between (10) behavioral intention has a significant effect on use behavior. The research also specifically looks at how age as a moderating variable influences adoption of e-commerce. The method in this study applies the Unified Theory of Acceptance and Use of Technology (UTAUT) model that focuses on consumer behavior. The sample in this study were 150 millennial respondents. Data processing using PLS SMART. The results show that there is a positive and significant relationship between social influence and habit on behavioral intention. There is a positive and significant relationship between facilitating conditions and habits on use behavior. And there is a positive and significant relationship between behavioral intention and use behavior. These results can be a reference for SMEs to develop marketing by using social media because millennial consumers have the facility to access the internet in their activities and are easily influenced by their social environment.</em></p><p class="Abstrak"><em><strong><br /></strong></em></p>


2020 ◽  
Vol 17 (01) ◽  
pp. 2050003 ◽  
Author(s):  
Fahad Aldhaban ◽  
Tugrul Daim ◽  
Robert Harmon ◽  
Nuri Basoglu

This paper examines the adoption of Smartphones in Saudi Arabia. A theoretical research model is developed based on the unified theory of acceptance and use of technology. A web-based survey has been used to gather data from randomly selected Smartphone users in Saudi Arabia. For data analysis, SEM approach was followed, SPSS and AMOS were utilized for analyzing data. The results indicate that performance expectancy, effort expectancy, brand influence, perceived enjoyment, and design constructs have a positive and significant relationship with users’ behavioral intention to adopt and use Smartphones in Saudi Arabia.


2019 ◽  
Vol 10 (2) ◽  
pp. 9-14
Author(s):  
Hanifah Oktana Putri ◽  
Bustami Yusuf

This study aims to determine the effect of performance expectancy, effort expectancy, social influence, facilitating conditions on Behavioral intentions among students Tarbiyah and Teacher Training Faculty (FTK), State Islamic University of Ar-Raniry (UIN Ar-Raniry), in using e-commerce Shopee. The sample used in this study were students who had used e-commerce Shopee. We used the Unified Theory of Acceptance and Use of Technology (UTAUT) methodology in this study by distributing questionnaires both in paper based and by utilizing the google form application. The results of this study indicate that the four factors studied has the positive effects on Behavioral Intention of FTK’s students by 42%.


Author(s):  
Hasan Ashari

Unified Theory of Acceptance and Use of Technology (UTAUT) adalah teori yang dikemukakan oleh Venkatesh, et al. (2003). UTAUT memiliki empat kostruk utama yaitu 1) ekspektansi kinerja (performance expectancy), 2) ekspektansi usaha (effort expectancy), 3) pengaruh sosial (social influence), dan 4) kondisi-kondisi pemfasilitasi (facilitating conditions). Model ini digunakan untuk meneliti Implementasi Aplikasi SIMPeL dalam proses pengadan langsung. Aplikasi SIMPeL di bangun oleh LPSE Kementerian Keuangan untuk menfasilitasi proses pengadaan langsung. Penelitian ini menjelaskan tentang faktor-faktor yang mempengaruhi penerimaan penggunaan Aplikasi SIMPeL dengan menggunakan model UTAUT.  Penelitian ini merupakan penelitian eksplanatori. Data diperoleh dari responden para pihak yang terkait dalam pengadaan langsung dengan menyebarkan kuisioner tertutup. Besarnya sampel sejumlah 160 responden  dianalisis dengan metode Partial Least Square (PLS) menggunakan software smartPLS. Berdasarkan analisis data diperoleh hasil sebagai berikut Ekspektasi kinerja (Performance Expectancy) dan Ekspektasi usaha (Effort Expectancy) mempengaruhi perilaku penggunaan Aplikasi SIMPeL melalui faktor Tingkat minat penggunaan aplikasi SIMPeL (Behavioral Intention). Sedangkan Tingkat minat penggunaan aplikasi SIMPeL (Behavioral Intention) dan Kondisi-kondisi Pemfasilitasi (Facilitating Conditions) mempengaruhi langsung perilaku penggunaan Aplikasi SIMPeL. Faktor sosial (Social Influence) tidak mempengaruhi minat penggunaan aplikasi SIMPeL (Behavioral Intention) dan penggunaan Aplikasi SIMPeL. Selain itu faktor kondisi-kondisi pemfasilitasi (Facilitating Conditions) mempunyai pengaruh sedang sedangkan yang lain kecil.


2011 ◽  
Vol 14 (1) ◽  
pp. 55-64
Author(s):  
Van Hong Khuu ◽  
Trang Thi Mai Nguyen

This study investigates some key determinants of the intention to use internet banking in Vietnam. The research model was developed based on the Unified Theory of Acceptance and Use of Technology (UTAUT). The model was tested by a sample of 264 non users of internet banking in HCM city. The results show that performance expectancy, social influence, perceived credibility and anxiety significantly impact customers’ intention to adopt internet banking. In addition, results also show that effort expectancy and self-efficacy do not affect the intention to use internet banking.


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