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"Sejak adanya fenomena pandemi COVID-19, kebutuhan lembaga pendidikan bahasa di Indonesia untuk memanfaatkan aplikasi mobile-assisted language learning meningkat dan nilai pasar aplikasi pada kategori tersebut secara global juga meningkat. Hal ini harus diimbangi dengan moda aktivitas pada aplikasi yang mumpuni, untuk mendukung aktivitas belajar berkepanjangan. Penelitian ini memiliki objektif menganalisis faktor yang mempengaruhi intensi penggunaan keberlanjutan aplikasi mobile language learning. Penelitian dirancang menggunakan tiga teori utama, yaitu Expectation-Confirmation Model (ECM), Self-Determination Theory, dan Self-Regulation Skill. Penelitian dilakukan dengan pendekatan mixed method, dengan pendekatan kuantitatif pada 445 responden yang pernah menggunakan aplikasi Mobile-Assisted Language Learning dan penelitian kualitatif pada 17 narasumber untuk eksplorasi. Pengolahan dan analisis data dilakukan dengan Covariance-Based Structural Equation Modelling (CB-SEM) menggunakan AMOS 24. Hasil penelitian menunjukkan intensi penggunaan keberlanjutan dipengaruhi tiga poin, yaitu kebermanfaatan, kepuasan, dan kemampuan regulasi diri pengguna. Aspek kemampuan regulasi diri dipengaruhi oleh motivasi integratif. Pemenuhan ketiga kebutuhan dasar psikologis manusia mampu mempengaruhi kepuasan pengguna dan motivasi integratif. Selain itu, faktor kebermanfaatan dan konfirmasi juga memiliki pengaruh terhadap kepuasan pengguna dan faktor konfirmasi juga memiliki pengaruh terhadap nilai kebermanfaatan yang dirasakan pengguna. Studi ini diharapkan dapat bermanfaat bagi penyedia layanan aplikasi mobile-assisted language learning dan institusi kursus untuk merancang fitur aplikasi yang paling sesuai dengan kebutuhan pelajar.

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Since the phenomenon of the COVID-19 pandemic, the need for language education institutions in Indonesia to utilize mobile-assisted language learning applications has increased and the market size of mobile learning category has increased globally. These findings also must be balanced with the mode of activity in a capable application, to support prolonged learning activities. The study has the objective to analyze influencing factors on continuance intention usage on mobile language learning application. The research is constructed within three main theories: Expectation-Confirmation Model (ECM), Self-Determination Theory, and Self-Regulation Skill. This study is conducted using mixed method approach, that uses quantitative approach that conducted on 445 users of mobile language learning application and qualitative approach that conducted on 17 users to explore further. Data processing and analysis was carried out using Covariance-Based Structural Equation Modeling (CB-SEM) using AMOS 24 tool.

The result of study indicates that the continuance intention to use is affected by perceived usefulness, user satisfaction, and self-regulation skill. Users’ self regulation skill is positively affected by integrative motivation. Moreover, self-determination that representated by autonomy, competence, and relatedness influence the degree of user satisfaction and integrative motivation. User satisfaction is positively affected by the degree of confirmation and perceived usefulness, and perceived usefulness is positively affected by the degree of confirmation. This study is expected to give value-added contribution for mobile-assisted language learning application providers and course institution to design the application features that suit student needs’ best."

"Pemerintah Provinsi DKI Jakarta telah mengembangkan aplikasi JakSehat untuk meningkatkan aksesibilitas layanan kesehatan bagi masyarakat Jakarta. Namun, aplikasi ini dinilai belum optimal karena banyaknya ulasan negatif terkait usability yang diberikan oleh pengguna. Hasil analisis data scrapping 430 ulasan pengguna di Google Play Store menunjukkan bahwa terdapat 34.7% ulasan yang mengeluhkan kendala usability pada aplikasi JakSehat. Penelitian ini bertujuan untuk mengembangkan model teoretis terkait faktor-faktor usability yang memengaruhi continuance intention pengguna JakSehat, serta merancang usulan antarmuka alternatif aplikasi JakSehat yang dapat meningkatkan continuance intention pengguna. Dengan menggunakan metode design science research (DSR), penelitian ini melibatkan: (1) identifikasi masalah secara kuantitatif dan kualitatif dengan mengacu pada teori usability-continuance dan teori usability; (2) perumusan solusi berdasarkan hasil analisis data; (3) perancangan high-fidelity prototype desain antarmuka alternatif aplikasi; (4) demonstrasi skenario penggunaan desain antarmuka alternatif aplikasi; (5) evaluasi desain antarmuka alternatif aplikasi dengan UT dan SUS; dan (6) penarikan kesimpulan serta saran penelitian. Penelitian ini melibatkan 418 responden untuk pengujian kuantitatif melalui penyebaran kuesioner dan sebelas responden untuk pengujian kualitatif melalui wawancara, di mana responden merupakan pengguna aplikasi JakSehat. Metode analisis data yang digunakan adalah CB-SEM untuk data kuantitatif dan thematic analysis untuk data kualitatif. Hasil penelitian ini menunjukkan bahwa application design, application utility, application dependability, user-interface input, user-interface output, dan errors berpengaruh signifikan terhadap continuance intention. Sedangkan user-interface structure dan user-interface graphics tidak berpengaruh signifikan. Hasil penelitian kualitatif kemudian memperkuat hasil penelitian kuantitatif dan menjelaskan lebih lanjut alasan di balik pengaruh tersebut. Dari kedua temuan ini, dihasilkan sebuah artefak berupa prototipe desain antarmuka alternatif dari aplikasi JakSehat yang berfokus pada perbaikan faktor-faktor usability yang berpengaruh terhadap continuance intention pengguna. Diharapkan hasil penelitian ini dapat memberikan pemahaman tentang bagaimana faktor usability memengaruhi continuance intention pengguna dalam konteks aplikasi JakSehat, serta menjadi panduan praktis bagi para pengembang dalam merancang aplikasi m-health yang lebih userfriendly dan mendukung continuance intention pengguna.

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The DKI Jakarta Provincial Government has developed the JakSehat application to improve healthcare service accessibility for Jakarta residents. However, the app has been considered less than ideal due to numerous negative reviews from users regarding usability. An analysis of 430 user reviews scraped from the Google Play Store revealed that 34.7% of the reviews complained about usability issues in the JakSehat app.This research aims to develop a theoretical model concerning usability factors that influence the continuance intention of JakSehat users and to design an alternative interface design for the JakSehat application that can enhance user continuance intention. Utilizing the design science research (DSR) method, this research involves: (1) quantitative and qualitative problem identification, referring to the usability-continuance theory and usability theory; (2) solution formulation based on data analysis results; (3) design of a high-fidelity prototype for an alternative app interface; (4) demonstration of usage scenarios for the alternative interface design; (5) evaluation of the alternative interface design through usability testing (UT) and the system usability scale (SUS); and (6) conclusion and research suggestion formulation. This research involved 418 respondents for quantitative testing through questionnaire distribution and 11 respondents for qualitative testing through interviews, where the respondents were users of the JakSehat app. The data analysis methods used were CB-SEM for quantitative data and thematic analysis for qualitative data. The results of this research indicate that application design, application utility, application dependability, user-interface input, user-interface output, and errors significantly influence continuance intention. Conversely, user-interface structure and user-interface graphics do not have a significant impact. Qualitative research findings then support and expand upon the quantitative research results and further explain the reasoning behind these influences. From these two findings, an artifact was produced in the form of a prototype design for an alternative interface for the JakSehat application, focusing on improving the usability factors that influence user continuance intention. It is hoped that the results of this research can provide an understanding of how usability factors influence user continuance intention in the context of the JakSehat application, as well as serve as a practical guide for developers in designing more user-friendly m-health applications that support user continuance intention."

"Perkembangan e-learning meningkat setiap tahunnya. tingkat pertumbuhan rata-rata per-tahun sebesar 7,9% dengan total e-learning market 52,5 Miliyar USD di seluruh dunia. Sebagai posisi ke-8 tingkat pertumbuhan e-learning tertinggi di dunia, Indonesia memiliki total e-learning market USD 12,2 miliar dengan tingkat pertumbuhan rata-rata 25% pada tahun 2017. Indonesia memiliki potensi besar untuk mengembangkan e-learning yang lebih besar dan prospektif. Menteri Pendidikan dan Kebudayaan Republik Indonesia berencana menetapkan e-learning secara permanen dengan mengubah pembelajaran tradisional menjadi hybrid learning termasuk pada tingkat sekolah dasar. Tujuan dari penelitian ini adalah untuk merancang rekomendasi strategi yang mempengaruhi penggunaan berkelanjutan untuk menerapkan e-learning di tingkat sekolah dasar. Model konseptual dikembangkan berdasarkan dua teori, yaitu Expectation Confirmation Model of IS Continuance (IS-ECM) dan Information System Success Model (ISSM). Total data responden penelitian ini adalah 195 sampel yang dianalisis menggunakan metode Partial Least Square SEM (PLS-SEM). Hasil penelitian menunjukkan bahwa 4 dari 11 hipotesis ditolak karena tidak memenuhi persyaratan yaitu H1, H4, H7, dan H10. Berdasarkan hasil ini, terdapat 10 rekomendasi strategi yang diajukan dan dinilai oleh beberapa expert. Penilaian menggunakan metode integrasi importance-performance analysis (IPA) dan Kano, dimana terdapat 4 strategi dipilih sebagai prioritas perbaikan dan 3 strategi dipilih sebagai prioritas pertahanan.

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The demand for e-learning has increased every year. Its annual worldwide average growth rate is 7.9%, with a total worldwide e-learning market of USD 52.5 billion. As the 8th position of the highest growth rate e-learning worldwide, Indonesia had a total of e-learning market USD 12.2 billion with an average growth rate of 25% in 2017. Indonesia has great potential to develop a bigger and more prospective e-learning business. The Minister of Education and Culture of the Republic of Indonesia plans to set e-learning permanent by changing traditional learning into hybrid learning including at the elementary school level. The purpose of this paper is to design strategies recommendations for increasing continuance intention to apply e-learning at the primary school level. The conceptual model was developed based on two theories: The Expectation Confirmation Model of IS Continuance (IS-ECM) and the Information System Success Model (ISSM). It involved a total of 195 respondents and used the Partial Least Square SEM (PLS-SEM) method for data analysis. The results showed that 4 of the 11 hypotheses were rejected because they do not meet the requirements, such as H1, H4, H7, and H10. Based on these results, 10 strategic recommendations were submitted and assessed by several experts. The assessment was carried out by the integration method of importance-performance analysis (IPA) and Kano, where 4 strategies are selected as improvements strategic priorities, and 3 strategies are selected as keep up the good work strategic priorities."

"Perkembangan e-learning meningkat setiap tahunnya. tingkat pertumbuhan rata-rata per-tahun sebesar 7,9% dengan total e-learning market 52,5 Miliyar USD di seluruh dunia. Sebagai posisi ke-8 tingkat pertumbuhan e-learning tertinggi di dunia, Indonesia memiliki total e-learning market USD 12,2 miliar dengan tingkat pertumbuhan rata-rata 25% pada tahun 2017. Indonesia memiliki potensi besar untuk mengembangkan e-learning yang lebih besar dan prospektif. Menteri Pendidikan dan Kebudayaan Republik Indonesia berencana menetapkan e-learning secara permanen dengan mengubah pembelajaran tradisional menjadi hybrid learning termasuk pada tingkat sekolah dasar. Tujuan dari penelitian ini adalah untuk merancang rekomendasi strategi yang mempengaruhi penggunaan berkelanjutan untuk menerapkan e-learning di tingkat sekolah dasar. Model konseptual dikembangkan berdasarkan dua teori, yaitu Expectation Confirmation Model of IS Continuance (IS-ECM) dan Information System Success Model (ISSM). Total data responden penelitian ini adalah 195 sampel yang dianalisis menggunakan metode Partial Least Square SEM (PLS-SEM). Hasil penelitian menunjukkan bahwa 4 dari 11 hipotesis ditolak karena tidak memenuhi persyaratan yaitu H1, H4, H7, dan H10. Berdasarkan hasil ini, terdapat 10 rekomendasi strategi yang diajukan dan dinilai oleh beberapa expert. Penilaian menggunakan metode integrasi importance-performance analysis (IPA) dan Kano, dimana terdapat 4 strategi dipilih sebagai prioritas perbaikan dan 3 strategi dipilih sebagai prioritas pertahanan.

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The demand for e-learning has increased every year. Its annual worldwide average growth rate is 7.9%, with a total worldwide e-learning market of USD 52.5 billion. As the 8th position of the highest growth rate e-learning worldwide, Indonesia had a total of e-learning market USD 12.2 billion with an average growth rate of 25% in 2017. Indonesia has great potential to develop a bigger and more prospective e-learning business. The Minister of Education and Culture of the Republic of Indonesia plans to set e-learning permanent by changing traditional learning into hybrid learning including at the elementary school level. The purpose of this paper is to design strategies recommendations for increasing continuance intention to apply e-learning at the primary school level. The conceptual model was developed based on two theories: The Expectation Confirmation Model of IS Continuance (IS-ECM) and the Information System Success Model (ISSM). It involved a total of 195 respondents and used the Partial Least Square SEM (PLS-SEM) method for data analysis. The results showed that 4 of the 11 hypotheses were rejected because they do not meet the requirements, such as H1, H4, H7, and H10. Based on these results, 10 strategic recommendations were submitted and assessed by several experts. The assessment was carried out by the integration method of importance-performance analysis (IPA) and Kano, where 4 strategies are selected as improvements strategic priorities, and 3 strategies are selected as keep up the good work strategic priorities."

"Pertumbuhan pendapatan app stores sangat signifikan dari tahun ke tahun dimana Game adalah penyumbang terbesarnya. Indonesia adalah negara yang dengan peringkat no. 17 untuk pendapatan dari industry game di bulan Juni 2018 dan merupakan pasar yang potential untuk mengembangkan industry game. Tren genre game yang sedang marak di pasar Action, Strategy dan Role Playing Game.Tujuan penelitian ini adalah untuk mengetahui intention gamers untuk terus bermain mobile game dengan tiga genre di atas. Berdasarkan penelitian sebelumnya, minat tersebut dibangun dari enjoyment yang berasal atribut Challenge, Novelty, Design aesthetics, Perceived ease of use, dan Interactivity. Selain itu, atribut Connectedness juga digunakan untuk mendapatkan gambaran yang lebih jelas terhadap continuance intention pemain game terhadap mobile game. Model teoritis dalam penelitian ini terdiri dari delapan hipotesis yang diuji menggunakan Structural Ecuation Model. Sampel penelitian sebanyak 429 responden, yaitu pemain game dengan genre Action atau Stratagy atau Role Playing Game selama tiga bulan terakhir dengan menggunakan kuesioner online.Hasil analisis menunjukkan bahwa atribut Challenge, Novelty, Design aesthetics, Perceived ease of use, dan Interactivity memberikan pengaruh positif terhadap enjoyment dan mendorong minat pemain game untuk bermain suatu game terus menerus. Sedangkan atribut Connectedness memberikan pengaruh negatif terhadap enjoyment, tetapi memberikan pengaruh positif yang signifikan terhadap minat pemain game untuk bermain game terus menerus.

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App stores revenue is significantly growing in recent years and mobile game is the biggest contributor. Indonesia ranks 17th for the country with the biggest revenue from game in June 2018, so that Indonesia is a potential market for developing game industry. Game genre that is trending in the market based on the number of downloads and revenue is Action, Strategy and Role-Playing Game. This research is needed to find out gamers intention to continue to play the mobile games in the three genres above. Based on previous research, the intention is built on the perceived enjoyment when playing games. The enjoyment can be analyzed from 5 important factors, Challenge, Novelty, Design aesthetics, Perceived ease of use, and Interactivity. In addition, the Connectedness attribute is also used to get a better picture of the mobile game players continuance intention toward mobile games.

The theoretical model in this study is conveyed by using eight hypotheses that will be tested using the Structural Equation Model. The research samples obtained is 429 respondents, they are game players with Action or Strategy or Role-Playing Games genre for the past three months via online questionnaire. Result of the analysis show that Challenge, Novelty, Design aesthetics, Perceived ease of use, and Interactivity positively influence perceived enjoyment on playing games. Connectedness give negative influence to perceived enjoyment, but then give significant positive influence on continuance intention on playing mobile games."