12 research outputs found
Model Penerimaan Petani terhadap Teknologi Sistem Pertanian Organik di Kabupaten Tasikmalaya
Abstract. The survey result of Indonesian Organic Alliance (AOI) shows that there were 40% increasing of organic food consumer during 2012 to 2013. This condition indicates that the availability of organic product should be increased. The purpose of this research is to develop a model which describes the factors that affect the farmers’ intention on implementing organic farming technology, especially in Tasikmalaya, Indonesia, and to identify the influence of perceived usefulness toward the attitude in implementing organic farming technology. The factors influencing farmers’ intention are identified through understanding about the influence of attitude, subjective norm, and behavioral control. Research model testing was conducted using the approach of Partial Least Square (PLS) with sample data obtained through interviews with 81 organic farmers in Tasikmalaya, West Java. The result of this research shows that perceived usefulness construct is significantly influence farmer’s attitude towards organic farming. Moreover, attitude, subjective norm, and behavioral control are also significantly influenced towards farmer’s intention to organic farming.Keywords: Acceptance of Technology, Theory of Planned Behavior, Theory of Acceptance Model, Organic Farming, Farmer’s Intention Abstrak. Hasil survei Aliansi Organis Indonesia (AOI) menunjukkan bahwa terjadi peningkatan konsumen pangan organic sebesar 40% pada periode 2012 hingga 2013. Kondisi tersebut mengindikasikan bahwa produksi hasil pertanian organik perlu ditingkatkan. Penelitian ini bertujuan untuk memodelkan faktor-faktor yang memengaruhi niat petani terhadap implementasi teknologi pertanian organik khususnya di Kabupaten Tasikmalaya, Indonesia, dan mengidentifikasi pengaruh keuntungan yang dirasakan terhadap sikap dalam mengimplementasikan teknologi pertanian organik. Faktor-faktor yang berpengaruh terhadap niat petani diidentifikasi melalui pemahaman mengenai pengaruh sikap, norma subjektif, dan kontrol perilaku. Pengujian model penelitian dilakukan menggunakan pendekatan Partial Least Square (PLS) dengan data sampel diperoleh dengan melakukan wawancara terhadap 81 petani organik di Kabupaten Tasikmalaya. Hasil dari pengujian model menunjukkan bahwa konstruk keuntungan secara signifikan memengaruhi sikap. Selain itu, konstruk sikap, norma subjektif, dan kontrol perilaku secara signifikan memengaruhi niat petani dalam penerimaan teknologi pertanian organik.Kata kunci: Penerimaan Teknologi, Theory of Planned Behavior, Theory of Acceptance Model, Pertanian Organik, Niat PetaniÂ
Healthcare Data Mining: Predicting Hospital Length of Stay of Dengue Patients
Dengue is regarded as the most important mosquito-borne viral disease. Recently dengue has emerged as a public health burden in Southeast Asia and other tropical countries. At times when dengue re-emerges as an epidemic, hospitals are required to be able to handle patient flow fluctuation while maintaining their performance. This research applied a data mining technique to build a model that can predict in-patient hospital length of stay from the time of admission, which can be useful for effective decision-making that may lead to better clinical and resource management in hospitals. Using the C4.5 algorithm and a decision tree classifier, an accuracy of 71.57% and an area under the receiver operating characteristic (ROC) curve value of 0.761 were obtained. The decision tree showed that only 7 out of 21 input attributes affect the hospital length of stay prediction of dengue patients. The attribute with the highest impact was monocytes, followed by diastolic blood pressure, hematocrit, leucocytes, systolic blood pressure, comorbidity score, and lymphocytes. In this research also a prototype of a prediction system using the resulting model was developed
Model Penerimaan Petani terhadap Teknologi Sistem Pertanian Organik di Kabupaten Tasikmalaya
Abstract. The survey result of Indonesian Organic Alliance (AOI) shows that there were 40% increasing of organic food consumer during 2012 to 2013. This condition indicates that the availability of organic product should be increased. The purpose of this research is to develop a model which describes the factors that affect the farmers’ intention on implementing organic farming technology, especially in Tasikmalaya, Indonesia, and to identify the influence of perceived usefulness toward the attitude in implementing organic farming technology. The factors influencing farmers’ intention are identified through understanding about the influence of attitude, subjective norm, and behavioral control. Research model testing was conducted using the approach of Partial Least Square (PLS) with sample data obtained through interviews with 81 organic farmers in Tasikmalaya, West Java. The result of this research shows that perceived usefulness construct is significantly influence farmer’s attitude towards organic farming. Moreover, attitude, subjective norm, and behavioral control are also significantly influenced towards farmer’s intention to organic farming.Keywords: Acceptance of Technology, Theory of Planned Behavior, Theory of Acceptance Model, Organic Farming, Farmer’s Intention Abstrak. Hasil survei Aliansi Organis Indonesia (AOI) menunjukkan bahwa terjadi peningkatan konsumen pangan organic sebesar 40% pada periode 2012 hingga 2013. Kondisi tersebut mengindikasikan bahwa produksi hasil pertanian organik perlu ditingkatkan. Penelitian ini bertujuan untuk memodelkan faktor-faktor yang memengaruhi niat petani terhadap implementasi teknologi pertanian organik khususnya di Kabupaten Tasikmalaya, Indonesia, dan mengidentifikasi pengaruh keuntungan yang dirasakan terhadap sikap dalam mengimplementasikan teknologi pertanian organik. Faktor-faktor yang berpengaruh terhadap niat petani diidentifikasi melalui pemahaman mengenai pengaruh sikap, norma subjektif, dan kontrol perilaku. Pengujian model penelitian dilakukan menggunakan pendekatan Partial Least Square (PLS) dengan data sampel diperoleh dengan melakukan wawancara terhadap 81 petani organik di Kabupaten Tasikmalaya. Hasil dari pengujian model menunjukkan bahwa konstruk keuntungan secara signifikan memengaruhi sikap. Selain itu, konstruk sikap, norma subjektif, dan kontrol perilaku secara signifikan memengaruhi niat petani dalam penerimaan teknologi pertanian organik.Kata kunci: Penerimaan Teknologi, Theory of Planned Behavior, Theory of Acceptance Model, Pertanian Organik, Niat PetaniÂ
Innovation and Productivity in Indonesian it Clusters: The Influence of External Economies and Joint Action
Literature studies
indicate that information technology (IT) clusters encourage innovation and
increase firm-level productivity by providing external economies and facilitating
joint action for its members. The purpose of this study is to identify the
external economy and joint action factors that affect firm innovation and
productivity in the IT cluster. A research model was developed based on earlier
models of joint action and external economies. The model consists of three external
economy related factors, i.e., access to skills, finance, and infrastructure, as
well as three joint action related factors, i.e., vertical, horizontal, and
research and development (R&D) cooperation as the independent variables,
firm innovation as the intervening variable, the firm’s absorptive capacity as
the moderating variable, and firm productivity as the dependent variable. Data
collection was conducted through a survey with respondents from 32 IT firms
located in three clusters in Bandung and one cluster in Cimahi (West Java –
Indonesia). The partial least square (PLS) approach was used for hypotheses
testing. The results indicate that horizontal cooperation, access to
infrastructure, and access to skill have a positive impact on productivity,
while horizontal cooperation and R&D cooperation have a positive impact on
innovation. Finally, firm innovation is proven to positively influence firm
productivity
Examining the Role of Usability, Compatibility and Social Influence in Mobile Banking Adoption in Indonesia
Adaptation to the internet and advances in mobile technology has become key to the survival of industries, including the banking industry. One of the latest electronic banking channels is mobile banking. While mobile banking offers various advantages, many banks in Indonesia are facing the problem of low adoption. This paper reports on the findings of our research project, which examines mobile banking adoption behavior in Indonesia from an interaction perspective. Specifically, the paper examines the role of usability, compatibility and social influence in explaining people’s intention to continue using mobile banking in Indonesia. Using an interaction perspective framework, a research model is proposed. Ten hypotheses are suggested, examining six constructs: satisfaction, perceived usefulness, perceived ease of use, perceived learnability, compatibility and social influence. From a theoretical perspective, this paper is the first to combine usability, compatibility and social influence in a mobile banking adoption study. Data from 319 valid respondents were used to test the proposed model using partial least squares structural equation modeling. The results show that all the hypotheses are supported, and it was found that people’s intention to continue using mobile banking is significantly affected by satisfaction, compatibility, perceived usefulness, perceived learnability and social influence
Driving Sustainable Performance in SMEs Through Frugal Innovation: The Nexus of Sustainable Leadership, Knowledge Management, and Dynamic Capabilities
Small and Medium Enterprises (SMEs) often need help to achieve sustainable performance due to constraints such as limited human and financial resources and restricted access to information. Frugal innovation, an approach that emphasizes cost-effective and resource-efficient solutions, offers the potential to address these challenges. This study explores how sustainable leadership, dynamic capabilities, and knowledge management interplay with frugal innovation to enhance the sustainable performance of SMEs. A quantitative survey was conducted using purposive sampling, collecting data from 236 craft SMEs in East Java, Indonesia. The research model was analyzed using Partial Least Square Structural Equation Modeling (PLS-SEM). The findings reveal significant positive relationships between sustainable leadership, knowledge management, dynamic capabilities, and frugal innovation. Additionally, frugal innovation directly impacts sustainable performance and partially mediates the relationships between sustainable leadership, knowledge management, dynamic capabilities, and sustainable performance (p ). These insights contribute to the knowledge of SME sustainability by demonstrating that frugal innovation, supported by sustainable leadership, dynamic capabilities, and knowledge management, can significantly enhance sustainable performance. Practically, this research offers valuable implications for stakeholders and policymakers in crafting strategies that foster sustainable development in SMEs
ANALISIS PERBEDAAN PERSEPSI UNIVERSITY BRAND VALUE ANTAR GRUP FAKULTAS MAHASISWA UNIVERSITAS TELKOM (STUDI KASUS: MAHASISWA PROGRAM SARJANA)
Universitas Telkom merupakan salah satu perguruan tinggi swasta di Bandung yang telah melakukan rebranding. Rebranding berdampak pada berkurangnya aspek–aspek penting pada brand eksisting. Penelitian ini dilakukan untuk memberikan gambaran mengenai ada atau tidaknya perbedaan persepsi mahasiswa Universitas Telkom mengenai dimensi dari university brand value berdasarkan latar belakang Fakultas mahasiswa tersebut, sehingga dapat diketahui persepsi aspek – aspek branding Universitas Telkom (mahasiswa). Pengolahan data dilakukan menggunakan analisis diskriminan terhadap 781 responden mahasiswa program Sarjana yang berasal dari 6 Fakultas Universitas Telkom yaitu 195 responden Fakultas Teknik Elektro, 156 responden Fakultas Teknik Industri, 110 Fakultas Teknik Informatika, 98 responden Fakultas Ekonomi dan Bisnis, 71 responden Fakultas Komunikasi dan Bisnis, 151 responden Fakultas Industri Kreatif. Hasil penelitian ini dapat digunakan sebagai bahan pertimbangan dalam merumuskan strategi branding yang berdasar pada kebutuhan mahasiswa sebagai konsumen perguruan tinggi dengan latar belakang fakultas yang berbeda sehingga didapatkan branding yang konsisten