Abstract:This research examines the intricate relationships between company size, growth in cash flow, and stock performance, revealing complexities that challenge traditional financial analysis. While company size is often associated…
iated with stable stock performance due to advantages such as economies of scale and market power, the findings indicate that size alone does not positively impact stock performance. Furthermore, the study demonstrates that growth in cash flow does not significantly moderate the relationship between company size and stock performance. This suggests that external factors, such as regulatory changes or market sentiment, may play a more decisive role. The results underscore that cash flow, while an important indicator of financial health, does not enhance the influence of company size on stock performance, particularly in certain industries where external conditions prevail. This underscores the need for a more comprehensive evaluation approach that considers a broader range of factors when assessing stock performance. It's time to move beyond traditional metrics like profitability and cash flow growth and equip ourselves with a more robust set of tools for analysis. Ultimately, this research advocates for a multifactorial approach to stock performance evaluation, emphasizing the importance of understanding the interplay between various variables, including industry trends and macroeconomic conditions. By adopting this comprehensive perspective, investors and analysts can make more informed decisions and strategies, enhancing their ability to navigate the complexities of the financial markets.
Abstract:The rapid advancement of artificial intelligence (AI) has significantly impacted the healthcare sector, particularly in supporting the early detection of diabetes; however, many AI models still face challenges due to their…
ir black-box nature, where decision-making processes are not easily understood. This study aims to compare two Explainable Artificial Intelligence (XAI) methods, namely Local Interpretable Model-Agnostic Explanations (LIME) and SHapley Additive Explanations (SHAP), in interpreting the prediction results of an Artificial Neural Network (ANN) model using the Diabetes Health Indicator dataset. Prior to modeling, the data were preprocessed through cleaning and normalization to ensure quality and consistency. The trained ANN model was then analyzed using LIME and SHAP to evaluate the contribution of each feature to the prediction outcomes. The results show that both methods are capable of providing meaningful and interpretable explanations, although SHAP demonstrates more consistent and stable interpretations across the dataset. These findings highlight the importance of integrating XAI techniques to enhance model transparency, thereby increasing trust and supporting more reliable decision-making in clinical settings, particularly for diabetes diagnosis.
Abstract:This research is designed to examine how students use both denotative and connotative meanings in their everyday utterances within the campus environment. In daily communication, students do not rely solely on literal meanings;…
anings; instead, their language often conveys implied messages shaped by context, cultural background, and patterns of social interaction. To explore this phenomenon, the study applies a qualitative descriptive approach, focusing on naturally occurring conversations among students in various campus settings. Data were collected through careful observation and documentation of students’ spoken interactions, allowing for an in-depth understanding of how meaning is constructed in real-life situations. The results indicate that students actively employ both denotative and connotative meanings in their speech. However, connotative meanings appear more dominant, particularly in informal contexts such as casual conversations with peers. This tendency highlights the role of language as a flexible and dynamic tool for expression. Furthermore, the frequent use of connotative language demonstrates students’ creativity in conveying ideas, emotions, and attitudes. It also reflects how language functions as a marker of social identity, helping students build relationships and express group belonging within the academic community.
Abstract:This study aims to identify and analyze college students' preferences for Islamic financial products, explore the influence of these preferences on loyalty formation, and develop a conceptual model of Islamic financial consumer…
onsumer loyalty. The research method used was qualitative with a phenomenological approach. Data were collected through semi-structured interviews with 17 college students who had knowledge or experience related to Islamic financial products. Data analysis was performed using NVivo software. The results showed that college students' preferences were influenced by religiosity, financial institution reputation, trust, digital service innovation, and financial education. These factors contribute to the formation of consumer loyalty. Based on these findings, this study developed a consumer loyalty model that encompasses three main dimensions: spiritual attachment, digital engagement, and community-based advocacy. This model integrates consumer loyalty theory and Value-Belief-Norm (VBN) theory to explain the relationship between religious values, digital behavior, and loyalty to Islamic financial products. The implications of this research lie in its contribution to broadening the theoretical understanding of consumer loyalty in the Islamic financial sector and providing strategic direction for financial institutions in strengthening long-term relationships with young customers.
Abstract:Lingga Village in Karo Regency, North Sumatra, is a cultural village that preserves the traditional architecture of the Karo people, particularly the Siwaluh Jabu traditional house, which reflects the community’s life philosophy,…
philosophy, social order, and spirituality. The surrounding environment of these traditional houses remains poorly organized, with vacant land left unmanaged and declining awareness of cultural preservation, resulting in suboptimal utilization of the area’s aesthetic value, cultural function, and tourism potential. This community service program aims to arrange a cultural garden around the traditional houses while empowering the local community to manage the cultural landscape in a sustainable manner, with a focus on preserving cultural identity, improving environmental quality, and strengthening the local economy through the development of cultural tourism and agrotourism. The implementation method adopts a community-based participatory approach, carried out through several stages: site observation and mapping, focus group discussions, planning and designing the cultural garden, training and knowledge transfer, collective implementation of garden arrangement, as well as evaluation and documentation. The garden design integrates the orientation of the Siwaluh Jabu house, the cosmological meaning of space, ecological landscape principles, and the selection of local vegetation with symbolic, aesthetic, and economic value, organized into aesthetic, educational, and productive zones. The results of the program indicate the establishment of a well-arranged cultural garden rich in Karo cultural symbols, increased community capacity and participation, and the creation of a sustainable cultural landscape management model that functions as a “living laboratory” combining aesthetic, educational, economic, and spiritual roles. This model positions the community as the main actor and holds potential to be replicated in other cultural villages with similar characteristics.
Abstract:The research findings indicate that community participation from Duawutun and Wuakerong villages in the Hape Nulif tradition extends beyond mere physical presence, manifesting as structured and active involvement throughout…
out every stage of the ritual. The community demonstrates a high spirit of gotong royong (mutual cooperation), reflected in the clear distribution of roles among traditional leaders, youth figures, and women. This collective cooperation encompasses everything from ritual logistical preparations to the execution of core processions, which directly strengthens social cohesion and solidarity among residents. Substantially, this tradition serves as a space for articulating local cultural identity, bridging material and spiritual dimensions where reverence for ancestors and nature remains a central value. The intergenerational distribution of responsibilities ensures that every community member feels a profound sense of belonging toward the preservation of this local wisdom. Consequently, the Hape Nulif ritual becomes a crucial instrument in bolstering cultural resilience amidst modernization, while reaffirming the position of the Duawutun community as one that steadfastly upholds noble human values and togetherness within a sacred traditional framework.
Abstract:The study aims to explain the practices of productive waqf management, development, and utilisation by waqf managers in Islamic boarding schools in Maros Regency. This is a qualitative study. The research design is field…
research. The results of this study indicate that: The management of productive endowments at the Raudaturrasyidin DDI Cambalagi Islamic boarding school is categorised as unproductive with insignificant income growth due to irregular harvests throughout the year. The realisation of the utilisation of profits from productive endowment income at the Raudaturrasyidin DDI Cambalagi Islamic Boarding School. Meanwhile, the management of productive endowments at the Nurul Ikhwan Islamic Boarding School through the boarding school canteen is categorised as productive with a significant increase in income. Meanwhile, the management of productive endowments at the Nahdlatul 'Ulum Islamic Boarding School through the mini market Aminah demonstrates productive management of productive endowments on endowed assets, namely the Mini Market Aminah, which is categorised as moderately productive with significant income growth from May to December 2023 and May to December 2024. Each portion of the income from productive endowments at the three boarding schools has a designated allocation for utilisation. On the other hand, development aspects are not being implemented at the pond managed by the al-Irsyad Foundation.
Abstract:This article examines gender identity within a metaphysical framework by exploring the tension between essentialist and social constructivist paradigms. The core issue addressed in this research is the absence of a conceptual…
ptual framework capable of reconciling these two traditionally opposing approaches. Essentialism regards gender as a fixed, inherent attribute, whereas constructivism emphasizes that gender is shaped by social and cultural practices. The aim of this study is to formulate a hybrid metaphysical model that integrates both perspectives through dialectical synthesis. The methodology employed involves a philosophical literature review with thematic analysis of works published within the last five years. Findings reveal that a relationally grounded hybrid model successfully merges the strengths of both paradigms, offering a more inclusive and applicable approach for social policy development. This model is viewed as critical for advancing academic discourse while also providing a robust philosophical foundation for the recognition and protection of gender diversity in contemporary society.
Abstract:The rapid evolution of digital technologies, particularly live streaming features in e-commerce platforms, has significantly transformed consumer behavior while introducing new risks to consumer protection. Live streaming…
g based commercial transactions often involve real time, visually driven interactions that encourage impulsive purchasing decisions, making traditional regulatory frameworks insufficient. This study aims to analyze the primary factors influencing consumer protection in live commerce settings by examining five core variables: product transparency, platform accountability, perceived risk, consumer trust, and digital literacy. Utilizing a qualitative exploratory approach, this research conducted a comprehensive literature review of 77 international journal articles published between 2020 and 2024. The findings indicate that product transparency and platform accountability are fundamental to enhancing consumer trust and reducing perceived risks, whereas digital literacy acts as a moderating factor that empowers consumers to make informed decisions. The study proposes a conceptual framework that integrates behavioral and regulatory dimensions, offering both theoretical insights and practical implications for improving consumer protection in fast paced, interactive digital marketplaces.
Abstract:This study examines how emotions are expressed through language in Inside Out (2015) using Saussure’s semiotic theory. The research focuses on how dialogues spoken by Joy, Sadness, Fear, Disgust, and Anger function as signs…
signs that represent Riley’s emotional states. Using a qualitative descriptive method, the study analyzes the relationship between signifier (words and phrases used in dialogue) and signified (the intended emotional meaning). The findings indicate that emotions in the film are conveyed through specific verbal expressions, showing how language operates as a system of signs. This research contributes to the field of semiotics by providing insights into how words shape emotional meaning in animated storytelling.