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The rapid growth of short-form social media platforms has increased the complexity of decision-making during the digital content planning stage. Content creators are required to evaluate the feasibility of content ideas and determine platform suitability prior to production, while most existing tools primarily focus on post-publication analytics. This study aims to design an Artificial Intelligence (AI)-enabled Decision Support System (DSS) to evaluate digital content ideas in the pre-production stage. Adopting a Design Science Research approach, the study develops a conceptual design artifact that integrates intrinsic content idea characteristics with cognitive and affective response modeling grounded in the Stimulus–Organism–Response (S-O-R) framework, alongside platform affordance mapping. The proposed artifact operationalizes a reflective evaluation mechanism that generates platform recommendation scores and idea enhancement suggestions without claiming deterministic or predictive performance modeling. Evaluation was conducted qualitatively through practitioner assessment to examine perceived usefulness, clarity of recommendations, and decision support contribution. The findings indicate that the developed artifact provides a structured reflective framework for early-stage content evaluation. Theoretically, this study extends the application of the S-O-R framework by operationalizing it as a design logic for a pre-production DSS artifact. Practically, the proposed system has the potential to support more systematic decision-making prior to content production.

Coordinating conjunctions are conjunctions that function to connect two language units that have the same or equal status, while subordinating conjunctions are conjunctions that connect two language units that do not have the same or equal status. News text is a text that contains information about factual and actual events that are still hotly discussed by the public. This study aims to analyze the use of coordinating and subordinating conjunctions in news articles published by Kompas in September 2025. The method used in this research is a descriptive qualitative method, with observation and note taking techniques applied to analyze conjunctions based on their types and functions. The results show that coordinating conjunctions such as (and, or, but, however) and subordinating conjunctions such as (because, so that, after, until, if) are used to construct coherent, logical, and easily understood sentences. The appropriate use of conjunctions supports the effective delivery of information and enhances the reader's comprehension of the news content. This research is expected to serve as a reference for readers or future researchers who wish to examine linguistic phenomena in online news texts using a similar approach.

This study aims to analyze and identify various types of phrases found in educational opinion texts published on the Pundi.or.id website, 2025 edition. The research is based on the importance of syntactic understanding, particularly the use of phrases, in constructing effective and meaningful sentence structures in opinion texts. A qualitative descriptive method was applied using the observation and note-taking technique. The data were collected by examining, recording, and classifying different types of phrases, including nominal, verbal, adjectival, numerical, and adverbial phrases. The findings reveal that each type of phrase functions differently in shaping sentence meaning and enhancing the clarity of the writer’s arguments. Nominal and verbal phrases were found to dominate the texts, indicating their significant role in presenting ideas and logical reasoning. This research contributes to the development of syntactic studies and provides practical benefits for teachers and students in learning Indonesian, especially in mastering sentence structure and improving opinion writing skills. Furthermore, the study serves as a reference for future linguistic research within the context of digital media and education.

The rapid development of digital technology has led to an increased adoption of digital payment methods in online transaction-based businesses. However, in practice, failures and limitations in the implementation of digital payment systems still occur, potentially disrupting transaction processes and reducing customer convenience. Payment related obstacles may result in transaction cancellations and increase the risk of customer churn. This study aims to analyze the impact of failures and limitations in digital payment methods on customer churn using a classification-based approach. The data used in this research are secondary e-commerce customer data obtained from the Kaggle platform, including transaction information, payment methods, customer behavior, and historical transaction records. The research methodology consists of data preprocessing, time-based feature engineering, and classification modeling using logistic regression, decision tree, and random forest algorithms. Model performance is evaluated using accuracy, precision, recall, F1-score, and confusion matrix metrics. The results indicate that the decision tree model demonstrates superior capability in identifying churn customers compared to the other models, although it does not always achieve the highest accuracy. In addition to digital payment methods, other factors such as purchase value, transaction frequency, purchase timing patterns, and product return rates also influence customer churn. The findings highlight the importance of optimizing digital payment systems as part of customer experience enhancement strategies and customer retention efforts in online transaction–based businesses.

The development of multimedia-based interactive games requires a system capable of effectively managing game logic, character behavior, and the integration of visual and animation elements. This study aims to implement GDScript in the development of a 2D RPG game using the Godot Engine. The research method was carried out through the design of scene and node structures, the implementation of game logic using GDScript, and the application of Finite State Machine (FSM) to regulate enemy behavior. GDScript is used to control character movement, animation systems, and interactions between players and objects in the game. The implementation of FSM allows enemies to have dynamic behavior through state settings such as idle and wander. Functional testing results show that the game system can run according to the design and is capable of producing responsive interactions. In addition, the use of modular architecture in the Godot Engine facilitates system development and maintenance. Based on the research results, the Godot Engine and GDScript are considered effective for developing multimedia-based interactive games.

Micro, Small, and Medium Enterprises (MSMEs) play a vital role in Indonesia's economy with a contribution of more than 60 percent to the Gross Domestic Product and the absorption of 97 percent of the national workforce, but their participation in international trade is still low with only 14 percent involved in export activities. This research aims to analyze the challenges and opportunities faced by MSMEs in accessing the global market and identify adaptation strategies developed by entrepreneurs. A qualitative method with a phenomenological approach was applied through in-depth interviews with 18 export-oriented MSME owners and managers in East Java who were selected by purposive sampling. Thematic analysis using ATLAS.ti revealed seven main challenges including limited access to capital, complexity of export regulations, constraints on production capacity and quality consistency, language and cross-cultural communication barriers, lack of international market information, logistics infrastructure problems, and intensive competition. On the other hand, four strategic opportunities were identified, namely increasing demand for sustainable authentic products, accelerating digitalization and e-commerce, utilizing free trade agreements, and ethical consumerism trends. MSMEs develop effective adaptation strategies in the form of strategic collaboration, product differentiation with  premium positioning, the use of digital technology, and a focus on  specific market niches. The research emphasizes that the successful internationalization of MSMEs requires a holistic approach integrating internal capacity building with the support of a conducive external ecosystem.

As HIV transitions into a manageable chronic condition, optimizing lifestyle behaviors is key to achieving long-term health outcomes. This study aims to explore lifestyle behaviors in people with HIV (ODHIV) who participate in peer support groups as well as identify socioeconomic and clinical predictors of healthy lifestyle engagement. The research design was a cross-cutting analysis involving 250 ODHIV registered in a community support group. Lifestyle behavior was measured using  a modified Health-Promoting Lifestyle Profile II (HPLP-II) instrument. Multivariate logistic regression analysis was used to determine independent predictors, with Nagelkerke R² and Hosmer–Lemeshow tests  to assess model suitability. The results showed that 56.2% of respondents had a healthy lifestyle. Factors of higher education (OR = 2.77; p = 0.006), older age (OR = 2.32; p = 0.015), employment status (OR = 2.00; p = 0.029), and longer duration of ART therapy (OR = 1.17 per year; p = 0.003) were significant predictors. The model explains 32% of lifestyle variations, with ART compliance and substance control as the strongest behavioral domains. These findings confirm the role of peer support groups as a behavioural reinforcement environment, but socioeconomic disparities remain influential. The integration of theory-based lifestyle interventions into community-based HIV services is necessary to optimize chronic disease outcomes.

This study aims to analyze the influence of port infrastructure, logistics connectivity, and fleet capacity on the performance of sea tolls in Indonesia. The approach used in this literature review study is descriptive qualitative. The data collection technique used is a literature study or review of relevant previous articles published between 2021 and 2026. The technique used in this literature review is comparative analysis. The data used in this descriptive qualitative approach came from previous studies relevant to this study and sourced from academic online media such as Thomson Reuters Journal, Springer, Taylor & Francis, Scopus Q2-Q4 Emerald, Elsevier, Sage, Web of Science, Sinta 2-5 Journal, DOAJ, EBSCO, Google Scholar, Copernicus, and digital reference books. The results of the study show that: 1) Port infrastructure affects sea toll performance; 2) Logistics connectivity affects sea toll performance; 3) Fleet capacity affects sea toll performance.

The auditor's responsibilities include not only assessing the accuracy of financial statements and detecting fraud, but also evaluating the company's ability to continue its business on an ongoing basis. This responsibility arises from the expectations of shareholders and other stakeholders that auditors provide timely and relevant information about the company's future prospects to support rational and evidence-based investment decision-making. In this context, audit opinions related to business continuity are an important instrument in reducing information asymmetry between management and investors. This study aims to analyze the impact of liquidity, solvency, and audit quality on the issuance of business continuity declarations. The research sample consisted of coal mining companies listed on the Indonesia Stock Exchange between 2014 and 2017, a period marked by fluctuations in commodity prices and global economic uncertainty. Logistic regression is used as an analysis method because dependent variables are dichotomous. The results showed that audit quality had a significant negative impact on the issuance of business continuity declarations, while liquidity and solvency did not have a significant impact on the issuance of the declarations, indicating that the factors of governance and auditor independence were more decisive than short-term financial conditions.

Stroke is one of the non-communicable diseases that is the leading cause of disability and death in the world. Clinical factors such as hypertension, diabetes mellitus, body mass index (BMI), and unhealthy lifestyle are known to contribute to the incidence of stroke. Oe-Cusse Referral Hospital serves as the main referral center in the treatment of stroke cases, but data on contributing clinical factors and medical treatment and rehabilitation strategies are still limited. This study aims to analyze the clinical factors that contribute to the incidence of stroke and describe medical treatment and rehabilitation strategies in stroke patients at Oe-Cusse Referral Hospital.This study is a quantitative study with a cross-sectional observational design. The research sample amounted to 50 stroke patients who were treated in the January-November 2025 period, selected using purposive sampling techniques. Data were collected through medical records and questionnaires related to medical treatment and rehabilitation. Data analysis was carried out using the SPSS program, including descriptive analysis and logistic regression to see the relationship between clinical factors (hypertension, diabetes mellitus, lifestyle, BMI, and other factors) and stroke incidence. The results of the descriptive analysis showed that the average age of stroke patients was 56.2 ± 9.8 years, with an age range of 39–78 years. The average BMI of the patient was 27.5 ± 3.1 kg/m² which indicates a tendency to be overweight. The average systolic blood pressure of the patient was 150 ± 18 mmHg, indicating the predominance of hypertension in stroke patients. The average length of rehabilitation lasted 6.3 ± 1.8 weeks. Logistic regression analysis showed a significant relationship between clinical factors, especially hypertension, BMI, and diabetes mellitus, and stroke incidence. Clinical factors such as hypertension, high BMI, and diabetes mellitus contribute significantly to the incidence of stroke at Oe-Cusse Referral Hospital.

This research analyzes the phenomenon of identity concealment bu the main character in the anime 91 Days, Angelo Lagusa, who disguises himself as Avilio Bruno to revenge his family’s murder. The focus of this research is to identify and classify the ego defense mechanisms by Sigmund Freud employed by Angelo thoughout this process of concealment. Utilizing a descriptive qualitative method and a literary psychology approach, this research aims to provide a detailed description of how ego defense mechanism is manifested in the character’s actions and behavior. Data was collected through direct observation of all episodes in the series. The analysis reveals that four primary ego defense mechanisms are predominant. These four primary ego defense mechanisms are repression, sublimation, displacement and rationalization. Repression emerges as the most prominent mechanism, characterized by Angelo’s constant effort to suppress emotional drives (id), particularly in pain, rage and trauma into the subconscious to prevent them from interfering with his primary mission. Meanwhile, sublimation is evident when he channels his emotional energy into strategic and structured planning for his revenge. Displacement is observed in moments where his anger is redirected toward less threatening targets. Furthermore, rationalization is used by Angelo to justify his harsh and cruel actions with the logic of vengeance and justice. This research concludes that Angelo as Avilio in disguise is not merely a narrative strategy but an external representation of a complex internal psychological dynamic, where the ego functions as a mediator between the demands of the emotional id and the constraints of reality. Through this analysis, this research is expected to contribute to development of literary psychology studies, particularly in understanding the psychological construction of fictional characters through a Freudian theoretical lens.

State institutions play a primary role in governing and exercising power within a country. Indonesia, as a unitary state with a republican system, regulates the state's institutional structure through the 1945 Constitution, which serves as the supreme legal basis and guideline for state administration. The function of state institutions is to ensure that all aspects of government are implemented in accordance with the principles of law, justice, and public welfare. The state is not only considered a legal entity but also a social entity with specific functions and logic. The state's objectives are directed at balancing government power and citizen rights and accommodating the interests of individuals and the wider community. Following the amendments to the 1945 Constitution, Indonesia's institutional system underwent significant changes with the establishment of independent institutions that strengthen democracy, transparency, and accountability. Understanding the state's foundations, the requirements for formation, the form and system of government, and the relationships between institutions is crucial for maintaining Indonesia's constitutional order. Furthermore, public respect for state symbols and institutions contributes to strengthening unity and political stability, and realizing the ideals of a sovereign and prosperous nation.

This study aims to analyze the implementation of performance management at the micro–enterprise AMANAH YOGURT, located in Candimulyo, Kiringan, Boyolali. The business employs 11 workers with specific task divisions: 7 in packaging, 1 in production, 2 in marketing responsible for promotion and advertising, and 1 supervisor who monitors the production process while also assisting in production ac,tivities. The daily production capacity reaches 500 packs during peak demand and 350 packs under normal conditions. This research applies a descriptive qualitative approach through observations and informal interviews with the owner and employees. The findings indicate that AMANAH YOGURT has implemented performance management through the application of production SOP, clear task distribution, informal evaluative communication between the owner and employees, as well as consistent adherence to hygiene standards and product quality. AMANAH YOGURT products have been distributed across Java Island, Bali, and even Mataram through bus logistics, travel services, and direct delivery for nearby areas. Halal certification and BPOM authorization further enhance consumer trust and strengthen the competitiveness of the business.

This study aims to identify and minimize waste in the process of procuring Food & Beverage raw materials at Hotel PXY Jasa Bali using the Lean Inventory Management approach. Observations over one month showed that the total procurement cost reached 47% of the total revenue, exceeding the ideal limit of 35%. One of the main causes is the inefficient and lack of synchronization between divisions in the Rhapsody platform, which causes waste in the form of defects, delays, over-processing, and transportation. This study uses the Value Stream Mapping (VSM) method to map actual conditions and Process Activity Mapping (PAM) to identify the type of activity based on the waste category. In addition, root cause analysis is carried out using the Root Cause Analysis (RCA) approach. The mapping results showed that out of the total lead time of 598.44 minutes, only 278.49 minutes or 46.54% were value-added activities. This finding indicates that the procurement process is not yet efficient and needs optimization. Several recommendations were given to minimize waste, such as clearer division of tasks, improved communication with vendors, and the procurement of supporting facilities to reduce physical movement between divisions. The implementation of this lean service is expected to be able to increase the efficiency of the logistics process and reduce the company's overall operational costs.

This study aims to analyze the effectiveness of bulk cement loading processes on the operational performance of vessels agented by PT. Pelayaran Multi Jaya Samudera Belawan. Bulk cement loading is a complex logistical activity at specialized port terminals that requires intensive coordination between the vessel, agency, and terminal to comply with international safety standards such as the IMSBC Code. The research method used was descriptive qualitative, with data collection techniques including direct field observations, interviews with the company's operational staff, and documentation studies conducted during the internship period. The research findings indicate that loading effectiveness is significantly influenced by the readiness of cargo handling equipment, such as pneumatic or conveyor systems, as well as the timeliness of agency administration in processing ship documents. Although the process generally runs well, obstacles were identified in the form of technical malfunctions of loading equipment and weather factors that frequently hinder operational speed. The conclusion of this research emphasizes that enhancing technical supervision and strengthening communication between the agent and port terminal authorities are crucial to minimizing vessel dwelling time, thereby optimizing operational performance and cost efficiency for ship owners.

This study examines the integration of critical reading and argumentative writing skills in Indonesian language courses at Universitas Muhammadiyah Maumere as a strategic effort to strengthen students’ academic literacy. In the digital era, university students are increasingly exposed to fragmented information, superficial reading practices, and non academic language use, which significantly affect their ability to construct logical and well supported academic arguments. This research aims to describe learning practices, identify key challenges, and analyze the implications of integrating critical reading and argumentative writing within higher education contexts. The study employs a qualitative descriptive approach using classroom observations and in-depth interviews with lecturers and students. The findings reveal that students initially experience difficulties in evaluating sources, formulating arguments, and maintaining coherence in academic writing. However, the integration of critical reading activities with structured argumentative writing tasks contributes to improved analytical thinking, clarity of reasoning, and academic language use. The study also highlights the central role of lecturers in scaffolding learning processes and fostering reflective academic practices. The findings imply that integrating critical reading and argumentative writing is essential for developing students’ academic identity and intellectual responsibility, particularly in responding to contemporary challenges in higher education and digital literacy.

The transformation of political communication in the digital era has fundamentally altered the ways political parties and their affiliated wing organizations interact with party cadres and the broader public. In Indonesia, party wing organizations such as Angkatan Muda Pembaharuan Indonesia (AMPI), Angkatan Muda Partai Golkar (AMPG), and other youth wings increasingly rely on social media as the primary medium for political cadre formation. However, this shift has not only created new opportunities for participation but has also generated structural problems, including the dominance of symbolic communication, the personalization of political elites, and the subordination of ideological discourse to the algorithmic logic of digital platforms. This article aims to critically examine how the digital political communication of party wing organizations operates within the context of Indonesia’s representative democracy, the extent to which it constitutes a deliberative public sphere for young cadres, and how such practices affect the quality of political cadre formation. Employing a critical paradigm and a transdisciplinary qualitative approach, the study integrates Habermas’s theory of the public sphere, Aeron Davis’s evaluation of democratic communication, and the concept of the mediatization of politics. The findings indicate that the digital communication of party wings tends to function primarily as an instrument of symbolic consolidation and loyalty mobilization rather than as an arena for dialogical political education. Consequently, digital cadre formation produces representational identities more than critical political consciousness. This article therefore recommends a reorientation of the digital political communication of party wing organizations toward deliberative and emancipatory models in order to strengthen internal party democracy and promote substantive political regeneration.

A company budget is a structured and logical plan. In business management, a budget serves as a planning, control, and decision-making tool, enabling the company to achieve effective and efficient goals. Furthermore, a company budget aims to regulate cash flow, preventing waste. This article discusses the budgeting process in the culinary business "Seblak" and the importance of proper budgeting for culinary businesses. Budgeting enables companies to effectively manage their businesses and achieve their financial goals. Seblak is a traditional Indonesian dish originating from West Java, particularly the Bandung area. Initially, seblak was a simple dish made from raw crackers, boiled until soft, mixed with spices, and topped with various toppings such as sausage, chicken, and frozen food. Seblak is derived from the word "segak" and "nyegak," two Sundanese words meaning "pungent" or "invigorating." The name is quite synonymous with seblak, which is characterized by its spicy flavor and the use of galangal (galangal) for its strong aroma.

Unequal access to population administration services remains a persistent governance challenge in archipelagic and geographically constrained areas, where spatial dispersion, limited connectivity, and high mobility costs systematically hinder citizens’ ability to obtain legal identity documents. In island regions, weak sea transportation networks, weather-dependent travel, and long distances to administrative centers reduce the feasibility of conventional, office-based service delivery, producing administrative exclusion that undermines equal citizenship. These barriers also intersect with socio-administrative realities, including the prevalence of unregistered marriages (nikah sirri), which constrains civil registration processes and delays the formal recognition of marital status and household composition within population administration systems. Against this backdrop, this review article aims to synthesize reputable scholarly literature on pelayanan jemput bola (mobile/outreach public services) as a policy strategy to advance service inclusivity and administrative justice in population administration, particularly for geographically marginalized communities. Methodologically, the article employs a thematic–conceptual literature review, systematically identifying and analyzing peer-reviewed journal articles and conference proceedings published primarily within the last five to ten years across recognized academic databases. The synthesis identifies key rationales and conceptualizations of outreach services, maps major implementation models (mobile units, community-based outreach, integrated one-stop outreach, and hybrid outreach–digital arrangements), and consolidates recurrent success factors, including local state capacity, inter-actor coordination, frontline discretion, and policy support. It also highlights persistent challenges such as logistical uncertainty, resource constraints, uneven digital readiness, and governance fragmentation across island territories. The article concludes that mobile/outreach population administration services can substantially improve equitable access to legal identity and strengthen civil rights realization in archipelagic contexts, but only when embedded in capacity-building and geography-sensitive governance arrangements. By integrating fragmented strands of scholarship, the review offers a conceptually grounded framework and policy-relevant implications for designing sustainable and just population administration reforms in island regions.

This study aims to analyze the implementation of performance management at the micro–enterprise AMANAH YOGURT, located in Candimulyo, Kiringan, Boyolali. The business employs 11 workers with specific task divisions: 7 in packaging, 1 in production, 2 in marketing responsible for promotion and advertising, and 1 supervisor who monitors the production process while also assisting in production ac,tivities. The daily production capacity reaches 500 packs during peak demand and 350 packs under normal conditions. This research applies a descriptive qualitative approach through observations and informal interviews with the owner and employees. The findings indicate that AMANAH YOGURT has implemented performance management through the application of production SOP, clear task distribution, informal evaluative communication between the owner and employees, as well as consistent adherence to hygiene standards and product quality. AMANAH YOGURT products have been distributed across Java Island, Bali, and even Mataram through bus logistics, travel services, and direct delivery for nearby areas. Halal certification and BPOM authorization further enhance consumer trust and strengthen the competitiveness of the business.