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Showing 37 articles found for "Determinant"

FACTORS INFLUENCING THE ATTITUDES AND DECISIONS OF LOWER CLASS COMMUNITIES IN USING ISLAMIC BANK MOBILE BANKING

Muhammad Nur Tanjung, Abdul Nasser Hasibuan, Utari Evy Cahyani
Abstract: This study aims to analyze the factors influencing the attitudes and decisions of lower-class communities in adopting Islamic bank mobile banking services, with a specific focus on the BSI Mobile application. The research… h applies the Technology Acceptance Model (TAM) developed by Davis (1989), emphasizing two key constructs—perceived ease of use and perceived usefulness—as determinants of users’ attitudes and decisions. The study employs a quantitative approach using a survey method involving 100 lower-class customers of Bank Syariah Indonesia (BSI) Sibuhuan. Data were analyzed using Structural Equation Modeling (SEM) with the Partial Least Squares (PLS) technique through SmartPLS 4.0 software. The results indicate that perceived usefulness significantly affects both attitude and decision to use, while perceived ease of use influences attitude indirectly. The R² value for attitude (0.743) and decision (0.654) shows that the model has strong explanatory power. These findings reveal that lower-income customers are more motivated by perceived benefits, such as convenience, time efficiency, and transaction security, rather than interface simplicity. From a practical perspective, the study suggests that Islamic banks should strengthen digital literacy, user assistance, and customer trust to enhance mobile banking adoption among lower-class communities.

HEALTH LITERACY ACROSS THREE DOMAINS AND SOCIO-DEMOGRAPHIC DETERMINANTS IN A NON-COMMUNICABLE DISEASE POPULATION IN EASTERN BOLAANG MONGONDOW DISTRICT: A CROSS SECTIONAL STUDY

Langingi, Ake Royke Calvin, Watung, Grace Ireine Viodyta, Wowor, Meylani Dewi, Pagayang, Zefania Ireyne, Rasu, Stella
Abstract: This study aimed to obtain information about socio-demographic factors associated with HL of NCD patients in East Bolaang Mongondow Regency. The method used was quantitative method with cross sectional study design with… a total sample of 383 NCD patients (purposive sampling) with stratified sampling technique. Data were collected using questionnaires both socio and demographics and HL of NCD patients. The results of this study were [education (p=0.023, OR=2.711); gender (p=0.017, OR=2.001); language (p=0.001, OR=1.013); age (p=0.020, OR=2.968); employment status (p=0.001, OR=1.248); residence (p=0.012, OR=2.068); personal health condition (p=0.031, OR=5.840); access to health information (p=0.020, OR=2.968). In the logistic regression test, the personal health condition factor was most associated with HL of NCD patients (p=0.010, OR=5.840). In conclusion, the study showed that socio-demographic factors (education, gender, language, age, employment status, residence, personal health condition and access to health information simultaneously or partially influenced the HL of patients with NCDs. The most dominant factor associated with HL of patients with NCDs was personal health conditions. The role of health workers provides many sources of information to develop and learn solutions and support for people with various types of NCDs.

EXPLORING PERSONAL INNOVATIVENESS AS A DRIVING FACTOR IN THE TECHNOLOGY ACCEPTANCE MODEL FOR MYTELKOMSEL IMPROVING

Yulianti, Dira, Noviaristanti, Siska
Abstract: This study aims to analyze the role of Personal Innovativeness in influencing the actual use of the MyTelkomsel application through an extended Technology Acceptance Model (TAM). In this model, Personal Innovativeness is… positioned as a core construct that influences three key user perceptions: Perceived Ease of Use, Perceived Usefulness, and Perceived Enjoyment. A total of 355 respondents participated in the study, and the data were analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM). The findings reveal that seven out of eight hypothesized paths between constructs in the model demonstrate statistically significant effects. The only non-significant relationship is found between Perceived Ease of Use and Attitude Toward Use, suggesting that ease of use is no longer a major determinant of user attitudes toward digital applications, possibly because it is now perceived as a basic standard in technology usage. Conversely, Personal Innovativeness consistently exerts a significant influence on all three key perceptions, which in turn affect users’ attitudes, intentions, and actual behaviors. These results underscore the strategic role of innovative personal characteristics in driving adoption and active engagement with digital applications. The practical implications highlight the importance of user segmentation based on innovation levels, the development of enjoyable features, and the refinement of user experience to promote sustained engagement within digital ecosystems such as MyTelkomsel.

Perbandingan Metode C45 dan Naive Baiyes untuk Sistem Prediksi Pemilihan Jurusan di SMK Muhammadiyah 10 Kisaran

Pertiwi, Dina, Khairunnisa, Damayanti, Sri
Abstract: This research is motivated by the large number of prospective students who simply choose a major when they want to enter a vocational school without considering their abilities. The Decision Tree or C45 method is used because… cause it is able to make decision trees that are easy to describe, and has a level of efficiency in handling discrete and numeric attribute data. While the Naive Bayes method is used because it has a high accuracy of results. This research was conducted based on data from students of SMK Muhammadiyah 10 Kisaran which contained questions about feelings of wrong majors, interests, and determinants of other majors. Data is divided into 2 labels, namely free labels (y) and bound labels (x). Followed by dividing the dataset into training data and testing data with a ratio of 70:30 in both methods to get the level of accuracy. From the results given, it can be seen that the C45 algorithm has an accuracy of 85% and the Naive Bayes algorithm has an accuracy of 26%. This shows that the C45 algorithm is more effective in classifying the available datasets compared to the Naive Bayes.

Determinants of Social Interdependence and Interaction Among the Kanum Ethnic Group

Imelda C Laode, Fransin Kontu, Fitriani
Abstract: This study aims to analyze the factors influencing the social interaction of the Kanum ethnic group as cross-border actors between the Sota area (Indonesia) and Waiber (Papua New Guinea). The Kanum people are indigenous… communities residing on both sides of the border, sharing strong historical, cultural, and economic ties. The research was conducted in Kampung Sota, Sota District, Merauke Regency, South Papua Province, using a qualitative method with a descriptive approach and interactive model analysis by Miles, Huberman, and Saldana. The findings reveal that the key supporting factors for social interaction are mostly located in Sota-Indonesia, including better geographic access, infrastructure availability, border pass policy, favorable security conditions, and active economic and educational activities. On the other hand, the main hindering factors are found in Waiber-PNG, such as difficult geographic access, lack of infrastructure, limited governmental policies, and issues related to civil registration. Culturally and socially, the Kanum people experience no barriers due to shared values, traditions, and language. This study concludes that cross-border interdependence is not solely determined by national boundaries but also shaped by socio-cultural dynamics and inclusive policies. Keywords: Kanum ethnic, social interaction, cross-border, border, interdependence.

Komitmen Kepala Sekolah dalam Peningkatan Layanan Pendidikan

Beni Chandra Purba
Abstract: This study aims to describe the implementation of educational services by school principals and to analyze the level of their leadership commitment in supporting the continuous improvement of education quality. As central… l figures in the governance of educational institutions, school principals play a multidimensional role, encompassing strategic, managerial, pedagogical, and symbolic functions that simultaneously influence the effectiveness of the school organization. The findings indicate that the principal’s level of commitment is positively correlated with the quality of strategic planning, resource management, and the development of a collaborative work culture oriented toward achieving institutional goals. Principals who demonstrate a high level of dedication to enhancing education quality tend to be more effective in building constructive supervision systems, establishing transformative visions and missions, and mobilizing stakeholder participation in data-driven decision-making processes. This study also affirms that the successful implementation of educational service programs is highly dependent on the principal’s capacity to navigate policy dynamics, resource limitations, and the socio-cultural complexities of the school environment. From a theoretical standpoint, this study reflects the relevance of transformational leadership and evidence-based management approaches as foundational to building adaptive and accountable educational institutions. The implications of this research emphasize that enhancing the professional capacity of school principals (in terms of integrity, managerial competence, and strategic vision) is a key determinant in realizing holistic, relevant, and sustainable educational service quality.

Perencanaan Strategis Sarana dan Prasarana Penunjang Proses Pendidikan

Beni Chandra Purba
Abstract: Strategic planning of educational support facilities and infrastructure constitutes an essential aspect in enhancing the overall quality and efficacy of educational systems. The availability and suitability of educational… l facilities serve as critical determinants influencing the smooth execution of teaching and learning activities, as well as the attainment of long-term institutional objectives. A frequent challenge encountered by educational institutions is the discrepancy between actual needs and the allocation of facilities and infrastructure, potentially leading to resource inefficiencies and degradation of educational service quality. Hence, an in-depth investigation into comprehensive strategic planning mechanisms is imperative to support precise, data-driven decision-making processes. This study employs a literature review methodology, integrating diverse scholarly sources, including indexed international journals, academic textbooks, national education policies, and other pertinent documents, to delineate an adaptive and sustainable conceptual framework for strategic planning. The findings affirm that the strategic planning process for educational facilities and infrastructure encompasses three principal stages: (1) empirical and prospective needs analysis, taking into account learner dynamics and curricular changes; (2) budget planning prioritizing fiscal efficiency and optimal resource utilization; and (3) procurement prioritization based on urgency, relevance, and impact on educational quality enhancement. The scope of facilities and infrastructure planned includes various categories ranging from physical infrastructure, consumables, immovable assets, to modern educational technology devices. The novelty of this research lies in the development of a holistic and participatory strategic planning model that accommodates the needs of all stakeholders and adapts to the evolving global educational landscape. Practical implications of this study are anticipated to reinforce governance in the procurement of educational facilities and infrastructure, ensuring effectiveness, transparency, and sustainability, while simultaneously supporting national educational transformation toward superior quality and heightened competitiveness.

Analisis Komunikasi Persuasif Visual dalam Promosi Event di Instagram @colorrunfestivalid

M. Teguh Dwi Rizki, Ali Alamsyah Kusumadinata, Nadia Amalia
Abstract: This study examines the transformation of digital marketing communication that positions visual elements as the primary component in event promotion on social media, particularly Instagram. This shift is driven by changes… s in audience behavior, which has become more responsive to visual stimuli than to textual information. The research problem focuses on how visual elements are constructed as an effective persuasive communication strategy to capture attention, evoke emotions, and influence audience perceptions and interests through the peripheral route based on the Elaboration Likelihood Model framework. The study employs a qualitative approach using content analysis of 11 Instagram posts from @colorrunfestivalid selected through purposive sampling, supported by observation and interviews. The findings indicate that visual dominance reaches 82%, characterized by the use of bright colors, expressions of happiness, and interactive activities that effectively generate emotional appeal and rapid audience engagement. Most audiences pay greater attention to visuals than to text and demonstrate a willingness to participate after viewing the experiential representations presented. The psychological effect of fear of missing out further reinforces this response. The persuasion process is found to occur predominantly through the peripheral route, marked by low cognitive elaboration and a high reliance on visual cues. The study concludes that visuals function as the primary determinant of effective digital persuasive communication, as they simultaneously construct meaning, emotion, and experiential expectations. The novelty of this research lies in affirming visuals as the core of digital persuasion strategies through the integration of emotional, social, and psychological dimensions, while also reinforcing the dominance of the peripheral route as a key mechanism in contemporary media consumption.

Hubungan Dukungan Suami dengan Keputusan Penggunaan Kontrasepsi Suntik 3 Bulan di TPMB Ny. Sofi Rufiah

Siska Panggabean, Tri Iriyani, Bagus Supriyadi
Abstract: Population growth that continues to increase has generated various social and health problems due to the imbalance between population size and the quality of human resources. This condition encourages the government to strengthen&#8230; trengthen the implementation of the Family Planning Program as a strategic effort to control fertility among couples of reproductive age. The success of this program is influenced not only by access to health services but also by family support, particularly the husband’s support in decisions related to contraceptive use. This study aimed to analyze the relationship between husband’s support and the decision to use three-month injectable contraception among family planning acceptors. The research applied a quantitative approach with a correlational design and a cross-sectional research type. The population consisted of all family planning acceptors at TPMB Ny. Sofi Rufiah totaling 109 individuals, while the sample included 86 respondents selected through a random sampling technique. Data were collected using a structured questionnaire and analyzed statistically using the Chi-Square test through SPSS software. The results showed that the majority of respondents received support from their husbands, totaling 60 individuals (69.8%), while the use of three-month injectable contraception was reported by 49 respondents (57%). Statistical analysis indicated a significant relationship between husband’s support and the decision to use three-month injectable contraception with a significance value of p < 0.05, meaning the research hypothesis was accepted. These findings confirm that husband’s support is an important factor influencing women’s decisions in selecting contraceptive methods. The novelty of this study lies in emphasizing the role of husband’s support as a social determinant contributing to the successful use of three-month injectable contraception at the level of independent midwifery practice services. The results are expected to provide a foundation for strengthening family-based family planning education strategies.

Pengaruh Harga, Promosi, dan Kualitas Produk terhadap Keputusan Pembelian Konsumen pada Platform E-Commerce

Beni Chandra Purba
Abstract: The rapid advancement of digital technology and the increasingly widespread penetration of the internet have significantly driven the growth of e-commerce in Indonesia, leading to notable changes in consumer behavior in&#8230; making purchasing decisions. This condition requires business actors to comprehensively understand marketing factors that play a crucial role in influencing consumer decisions on e-commerce platforms, particularly those related to price, promotion, and product quality. The research problem of this study focuses on how these three variables shape consumer purchasing decisions amid increasingly intense e-commerce competition. This study aims to analyze the influence of price, promotion, and product quality on purchasing decisions in e-commerce by employing a qualitative approach through a literature review of various relevant scholarly sources, including both national and international journals. The findings indicate that competitive pricing aligned with consumers’ perceived value has a strong influence on attracting purchase intentions, while appropriate, sustainable, and communicative promotional strategies are able to enhance consumer awareness and purchase motivation. On the other hand, product quality is proven to be a key determinant in building trust, satisfaction, and consumer loyalty in online transactions. The conclusion of this study confirms that price, promotion, and product quality simultaneously contribute positively and significantly to e-commerce purchasing decisions. The novelty of this scholarly work lies in its conceptual synthesis that integrates these three variables within the context of Indonesian e-commerce consumer behavior, providing a holistic understanding that can serve as a strategic basis for decision-making among digital business practitioners in the technology-based economic era.