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This study examines the implementation of religious freedom in Indonesia, focusing on the case of the sealing of the POUK Tesalonika House of Prayer in Teluknaga, Tangerang Regency, in April 2026. This incident reflects the tension between administrative regulations, specifically the Building Permit, and the constitutional right to freedom of religion as guaranteed in Article 28E and Article 29(2) of the Constitution of the Republic of Indonesia. This study employs a normative legal method with legislative,conceptual, and case-based approaches. The analysis reveals that the sealing action fails to meet the principle of proportionality in administrative law, and results in legal discrimination that contradicts the principle of equality before the law and the spirit of Pancasila. These findings affirm that the right to worship is a non-derogable right that cannot be diminished by technical permitting regulations. Therefore, the state must prioritize a facilitative and protective approach in regulating places of worship, to guarantee freedom of religion and uphold Indonesia’s integrity as a democratic and tolerant rule of law state.

This study aims to analyze normatively and juridically whether students in private schools are entitled to free basic education based on the Constitutional Court Decision Number 3/PUU-XXII/2024. Prior to this decision, the phrase “without charging fees” in Article 34 paragraph (2) of Law Number 20 of 2003 on the National Education System was often interpreted narrowly, applying only to public schools. This interpretation created discrimination in access to education for students in private schools, particularly those from low-income families. This research employs a normative juridical method with a statute approach and case approach. Primary legal materials include the 1945 Constitution of the Republic of Indonesia, Law Number 20 of 2003 on the National Education System, and Constitutional Court Decision Number 3/PUU-XXII/2024. Secondary legal materials consist of relevant scholarly literature, books, and journals. The analysis reveals that the Constitutional Court declared Article 34 paragraph (2) of the National Education System Law conditionally unconstitutional. The phrase must be interpreted to mean that the Central and Regional Governments are obliged to guarantee the implementation of compulsory basic education without charging fees, both for educational units organized by the government (public schools) and by the community (private schools). Consequently, students in private schools have the right to obtain free basic education as a constitutional right. Private schools are still permitted to charge fees from financially capable parents, but they are obligated to provide financial relief or full fee waivers for students from economically disadvantaged families. This decision has significant juridical implications for national education financing policy, particularly the need to revise derivative regulations and allocate School Operational Assistance (BOS) and Regional BOS funds to eligible private schools. This study complements previous research, which was largely empirical and regional in scope, by providing a comprehensive national normative juridical analysis.

Stigma toward people with mental disorders affects not only individuals living with mental illness but also the psychological well-being of family members who serve as their primary caregivers. Families often experience social rejection, discrimination, and negative stereotypes, which increase emotional and psychological burdens while reducing the quality of care they provide. This study aimed to explore the impact of stigma on the psychological well-being of families caring for people with mental disorders in Pamekasan Regency. A qualitative study using a phenomenological approach was conducted involving 11 participants selected through purposive sampling. Data were collected through in-depth interviews and analyzed using thematic analysis to identify participants' lived experiences. The findings revealed one overarching theme, namely the negative impact of stigma, which consisted of three categories: effects on family members, family relationships, and patients. Stigma generated feelings of sadness, anxiety, psychological distress, sleep disturbances, social withdrawal, family conflicts, and changes in family interactions with patients. These experiences negatively influenced caregivers’ emotional well-being and their ability to provide optimal support for family members with mental disorders. The study concludes that stigma has a substantial adverse impact on the psychological well-being of family caregivers and the quality of care provided to people with mental disorders. Therefore, comprehensive interventions focusing on stigma reduction, community education, and strengthening psychosocial support systems are essential to improve family resilience and promote better mental health outcomes.

This study examines the role of inclusive curriculum reform in promoting educational equity within multicultural education systems. The research focuses on the interconnected roles of curriculum transformation, educational policy, and transformative leadership in fostering inclusive and socially just learning environments. Using a qualitative content analysis approach, the study analyzed scholarly articles, policy documents, educational reports, and academic literature related to multicultural education, inclusive pedagogy, leadership, and equity-oriented policies. The findings reveal that inclusive curriculum reform serves as a fundamental strategy for recognizing cultural diversity, reducing discrimination, and enhancing equal participation among students from diverse backgrounds. Furthermore, effective educational policies and transformative leadership practices were identified as essential factors in supporting sustainable inclusive educational reform. However, the study also found that the implementation of inclusive curriculum reform continues to face significant challenges, including inadequate teacher preparation, limited institutional resources, policy inconsistency, technological inequality, and sociocultural resistance

Discrimination in the workplace is a problem that can hinder the creation of a fair and inclusive work environment. Discrimination can take the form of differential treatment of employees based on gender, race, religion, disability, sexual orientation, or other factors unrelated to individual performance and competence. To address this issue, the law plays a crucial role in providing employee protection to ensure equality and non-discrimination in the workplace. Various legal instruments, both national and international, regulate employee protection from discrimination, including the Employment Law, the Human Rights Law, and conventions issued by the International Labour Organization (ILO). However, the effective implementation of these regulations remains a challenge, particularly in terms of implementation, enforcement, and employee awareness of their rights. This study aims to analyze the role of law in protecting employees from discrimination in the workplace by examining applicable regulations and the challenges in their implementation. The research method used is a normative juridical method, which focuses on the study of relevant laws and legal principles. The analysis is conducted on national legal provisions and international legal instruments as references for protecting workers from discrimination. Furthermore, this study identifies barriers to legal implementation and offers recommendations to improve the effectiveness of legal protection for employees. This analysis is expected to provide insight into the urgency of regulatory reform and strengthening so that the law can play an optimal role in creating a fairer and more discrimination-free work environment.

This study discusses inclusive education in Early Childhood Education from the perspective of Mel Ainscow. Inclusive education is an educational approach that provides equal learning opportunities for all children without discrimination, including those with diverse learning needs. The purpose of this study is to describe the concept of inclusive education according to Mel Ainscow and to analyze its implementation in the development of early childhood education. This research employs a qualitative approach using library research methods. The data were collected from various written sources, including books, scientific journals, research articles, and documents related to inclusive education and early childhood education. Documentation techniques were used for data collection, while the data were analyzed through content analysis. The findings reveal that according to Mel Ainscow, inclusive education is a continuous process aimed at increasing the participation of all learners and reducing barriers to learning within educational environments. In the context of early childhood education, inclusive education can be implemented through flexible learning methods, child-friendly learning environments, and active collaboration between teachers and parents in supporting children’s development. The implementation of inclusive education also contributes positively to children’s social and emotional development, as they learn to respect diversity from an early age. However, several challenges remain, including limited facilities, insufficient teacher competence, and a lack of public understanding regarding inclusive education. Therefore, collaboration among schools, families, and the government is necessary to create an inclusive, equitable, and diversity-respecting early childhood education system.

Abstract: Detecting chili leaf diseases remains challenging due to the non-uniform manifestation of symptoms, local discoloration, small lesion regions, and visual similarity between disease patterns and natural leaf background variations. Although YOLO-based detectors provide favorable computational efficiency, lightweight variants often struggle to distinguish subtle lesion characteristics, while conventional attention mechanisms such as CBAM primarily rely on global feature aggregation and may overlook regional activation variability. To address these limitations, this study proposes a YOLOv9s-based detection framework integrated with a Region-Dispersion Channel Spatial Attention (RDCSA) module. The proposed module incorporates regional dispersion statistics, namely mean, standard deviation, and range, as channel descriptors to capture inter-region feature variability before applying spatial attention refinement. Experiments were conducted on the COLD dataset containing 532 original images from five chili leaf condition categories using a split-before-augmentation protocol to ensure objective evaluation. RDCSA was integrated at the P5 feature level and evaluated through attention placement analysis, component-wise ablation, sensitivity analysis, stability assessment, and comparison with modern attention mechanisms. The proposed YOLOv9s + RDCSA model achieved an mAP@50 of 0.894, mAP@50–95 of 0.773, precision of 0.858, recall of 0.861, and an F1-score of 0.859 with only a marginal increase in model parameters. The results suggest that regional dispersion-based attention improves feature discrimination while preserving computational efficiency, particularly for disease symptoms characterized by heterogeneous spatial patterns. Nevertheless, performance remains influenced by visually ambiguous symptom categories, indicating that further validation across multiple datasets and field conditions is required. Overall, the proposed RDCSA module enhances detection capability without substantially increasing computational overhead, making it a promising attention mechanism for lightweight plant disease detection systems.

This study aims to analyze the role and variation of test instruments in measuring students’ cognitive domain in the learning evaluation process. Using a literature review method, this study examines various scientific sources related to educational evaluation and cognitive assessment. The findings indicate that the cognitive domain includes thinking skills ranging from lower-order thinking skills (C1: Remembering, C2: Understanding) to higher-order thinking skills (C3: Applying, C4: Analyzing, C5: Evaluating, and C6: Creating) based on Bloom’s Taxonomy. Test instruments such as multiple-choice, essay, true-false, matching, and oral tests possess different characteristics, advantages, and limitations for assessing specific cognitive levels. Objective tests are considered effective for measuring lower-order thinking skills because they offer high reliability and objectivity, whereas essay tests are more appropriate for assessing higher-order thinking skills (HOTS). In addition, the quality of test instruments is influenced by validity, reliability, objectivity, difficulty level, and discrimination index. Therefore, the appropriate and varied use of test instruments is essential to obtain comprehensive and accurate measurements of students’ cognitive abilities and to support effective learning evaluation and instructional decision-making processes.

This research is very important to understand more deeply about the Islamic-based multicultural education approach in forming a character of tolerance, as well as how to apply this approach in the educational environment. This research uses a qualitative approach with the type of literature study (library research). This approach is used to examine in depth the concept of multicultural education in an Islamic perspective and introduce it in forming the character of tolerance of students through the analysis of various relevant library sources. Multicultural education basically aims to create a harmonious society through an educational process that respects differences and eliminates discrimination. In this case, multicultural education is a strategic solution because it does not only focus on cognitive aspects, but also on the formation of social attitudes, such as tolerance, empathy, and inclusive attitudes. In its implementation, multicultural education aims to enable students to appreciate differences, foster a tolerant attitude, and strengthen national identity within the framework of diversity. Therefore, the application of multicultural education needs to continue to be developed optimally in the education system in order to create a harmonious, inclusive, and character-based learning enviroment.

Emergency medical care constitutes a fundamental patient right and an institutional obligation of hospitals that must be provided without temporal discrimination. However, in practice and public discourse, the meaning of “physician presence” is often narrowly reduced to physical presence alone, giving rise to allegations of medical negligence, particularly during weekends or outside regular working hours. This distorted understanding risks generating legal injustice, undermining the dignity of the medical profession, and encouraging defensive medical practice. This article aims to analyze the meaning of physician presence from a health law perspective through theoretical, normative, and systemic approaches, by distinguishing models of physician presence as on-site, on-call, and home-call/teleconsultation in emergency care services. This study employs a normative legal research method using statutory, conceptual, and limited comparative approaches. The analysis examines Law Number 17 of 2023 on Health, Government Regulation Number 28 of 2024, as well as health law literature and emergency care practices. The analysis demonstrates that, in legal terms, physician presence is not synonymous with physical presence, but rather should be understood as process-based professional responsibility, provided that care is delivered in accordance with professional standards, service standards, and an adequate triage system. Physician presence must be reconstructed as the presence of professional responsibility within an integrated emergency care system. Legal assessment in health law should be grounded in process and system integrity, rather than solely on clinical outcomes or public perception.

The right to privacy and the right to health are fundamental human rights that are closely interconnected. The protection of privacy for patients with Human Immunodeficiency Virus (HIV) constitutes a critical issue, given that HIV status is classified as highly sensitive health data and is particularly vulnerable to stigma and discrimination. In Indonesia, the legal framework governing the protection of HIV patients’ health data has been normatively strengthened through the Personal Data Protection Law and the Health Law; however, its implementation continues to face various challenges. This article aims to analyze the right to privacy of HIV patients and the obligations of the state in protecting sensitive health data, as well as to examine the limitations and exceptions to the disclosure of HIV-related data within the framework of law and human rights. This study employs a normative legal research method using statutory, conceptual, and human rights-based approaches. Legal materials are analyzed qualitatively through juridical interpretation and prescriptive analysis. The findings indicate that HIV status is legally categorized as sensitive personal data that is entitled to a high level of legal protection. The state bears tripartite obligations to respect, protect, and fulfill the privacy rights of HIV patients. Nevertheless, a gap persists between legal norms and their implementation, particularly in the management of electronic medical records. The protection of HIV patients’ privacy rights requires strengthened legal implementation, regulatory harmonization, and the adoption of a human rights-based approach to ensure that data protection does not conflict with public health interests.

The diversity of Indonesian society, spread across various regions of the archipelago, reflects immense natural and cultural wealth. However, this cultural diversity also has the potential to trigger national disintegration or division due to differences in perspectives, values, and ways of life. This situation indicates that Indonesian society needs to develop an educational system capable of fostering an appreciative attitude toward cultural, religious, and customary differences among ethnic groups. This reality compels Christian Education to assume a strategic role in strengthening existing diversity. This study aims to examine transformative approaches within Christian Education for fostering harmony amidst Indonesia’s diversity. The research employs a qualitative approach through a literature review, particularly focusing on the approaches and implementation of Christian Education within pluralistic societies. The results of the study indicate that the presence of Christian education can make a significant contribution to building a harmonious, diverse society by instilling Christian values such as respect for different lifestyles, rejection of violence and discrimination, and the strengthening of a spirit of unity. Thus, Christian education is expected to serve as an effective means of fostering harmony amidst the diversity of Indonesian society.

The creation narrative in Genesis 1–2 serves as an essential theological foundation for understanding the origin of the world and the nature of humanity. This text not only describes God’s creative acts but also affirms the unique dignity of human beings. This study aims to examine the meaning of the creation narrative in Genesis 1–2 and its relevance to the concept of human dignity in the modern era. The method employed is a literature study using exegetical and theological approaches, through analysis of biblical texts and relevant scholarly sources. The findings indicate that Genesis 1 emphasizes order, the goodness of creation, and the creation of humans in the image and likeness of God (imago Dei), while Genesis 2 highlights the relational and existential dimensions of humanity, including relationships with God, others, and nature. The concept of imago Dei affirms that humans possess intrinsic value, freedom, reason, and moral responsibility. In a contemporary context, this narrative remains relevant as an ethical foundation to reject violations of human dignity such as discrimination, violence, and exploitation, while also encouraging ecological awareness and responsibility toward the environment. Therefore, the creation narrative holds not only theological significance but also contributes meaningfully to the development of humane, dignified, and sustainable values.

This study aims to examine the quality of assessment instruments in educational research through a literature review approach. The focus of this study includes the analysis of validity, reliability, item difficulty level, and item discrimination index as the main indicators in determining instrument quality. This research employs a literature review method by examining various relevant scientific sources published within the last five years. The findings indicate that validity plays a role in ensuring the accuracy of the instrument in measuring the intended construct, while reliability refers to the consistency of measurement results. In addition, the difficulty level provides an overview of item characteristics, and the discrimination index functions to differentiate students' abilities. These four aspects are interrelated and serve as the foundation for producing accurate and effective assessment instruments. The implications of this study suggest that comprehensive instrument testing is essential to improve the quality of educational evaluation and to support appropriate decision-making in the field of education.

This study examines the legal implications of the regulation of foreign investment (FDI) and domestic investment within the Indonesian legal system, as well as its relation to national economic sovereignty. The background of this research is rooted in the need of developing countries, including Indonesia, to attract investment in order to promote economic growth while still safeguarding national interests as mandated by the constitution. This research employs a normative juridical method with statutory and conceptual approaches. The results show that although foreign and domestic investments are regulated under a single legal framework through Law Number 25 of 2007, there are significant differences in terms of legal subjects, business entities, as well as ownership and sectoral restrictions. These differences do not constitute discrimination, but rather reflect the state’s protective legal policy. On the other hand, foreign investment brings positive impacts such as capital inflow, technology transfer, and market expansion. However, it also poses potential risks, including economic dependency and reduced policy autonomy. Therefore, a balance between investment openness and regulatory control is necessary to ensure that economic sovereignty is maintained and the benefits of investment can be optimally realized for society.

This community service project aims to accentuate inclusive values among the youth of Tanjung Dapura, Makassar City, to strengthen social cohesion in a heterogeneous urban environment. The implementation methods included team consolidation, material preparation, and strategic coordination with local government authorities. The core activities were conducted through participatory counseling and Focus Group Discussions (FGD) to independently analyze social exclusion challenges. The materials focused on the importance of respecting diversity and the strategic role of youth as inclusive agents of change. The results indicated a significant increase in participants' understanding of inclusion literacy and their ability to formulate creative solutions for local discrimination issues. Evaluation through observation and reflection confirmed a paradigm shift among the youth from passive tolerance toward active participation in embracing differences. This project concludes that the synergy between critical education and collaborative dialogue successfully transforms youth into resilient pillars of social harmony. The accentuation of these inclusive values is expected to become the foundation for a more just and sustainable coastal community in Makassar.

Inclusive education in the context of Islamic religious education reflects the implementation of Islamic values that promote respect for diversity and the protection of individual rights. Islamic Religious Education teachers play a crucial role in ensuring that all students, including those with special needs in inclusive schools, can access and understand Islamic teachings at the Madrasah Tsanawiyah level. Inclusive education also functions as a catalyst for educational transformation by promoting equality and fairness in the learning process without discrimination among students. In this context, teachers are required to adapt teaching strategies, learning materials, and classroom interactions according to the diverse needs and abilities of each learner. Their role is not only to deliver religious knowledge but also to foster an inclusive learning environment that supports participation and understanding for all students. This study contributes to a deeper understanding of the role of Islamic Religious Education teachers within inclusive education settings and provides insights that may support future research and development of inclusive education practices in Indonesia.

Qanun Jinayah Aceh is a form of application of Islamic law in the regional legal system which is based on the principle of amar ma'ruf nahi munkar. This principle aims to uphold moral values ​​and prevent deviant acts in society. However, its implementation cannot be separated from containing the limits of sharia enforcement, protection of human rights, and the realization of social justice. This condition shows the need for a critical study of the application of the principles of amar ma'ruf nahi munkar in the Aceh Qanun Jinayah. This study aims to analyze the implementation of the principle of amar ma'ruf nahi munkar in the Aceh Qanun Jinayah and assess its conformity with the principles of social justice. The research method used is normative juridical with a statutory, conceptual, and sociological approach, through a literature study of regulations, Islamic legal literature, and related scientific studies. The results of the study indicate that the principle of amar ma'ruf nahi munkar has become the normative basis for enforcing the Qanun Jinayah, but in practice it still faces challenges in the form of law enforcement that is not fully fair, potential discrimination, and a weak perspective on social justice. Therefore, the implementation of these principles must be proportional, contextual, and oriented toward the public interest. The implications of this research emphasize the importance of integrating the enforcement of Islamic law with the principles of social justice so that the Aceh Qanun Jinayah can be implemented fairly, humanely, and sustainably.

The increasing complexity and scale of modern network traffic driven by IoT and cloud-based infrastructures have made accurate intrusion detection a critical challenge. Conventional network intrusion detection systems (NIDS) and many deep learning–based approaches struggle to reliably detect minority and stealthy attacks due to severe class imbalance and limited discrimination of subtle traffic patterns. To address these limitations, this study proposes a hybrid CNN–RBF–Attention framework for network intrusion detection. The proposed model integrates three complementary components: (i) a convolutional neural network for hierarchical feature extraction from network flow data, (ii) a radial basis function (RBF) network for localized nonlinear classification using prototype-based decision regions, and (iii) an attention mechanism that adaptively weights RBF activations to emphasize discriminative traffic patterns. SMOTE is applied exclusively to the training data to mitigate class imbalance. The framework is evaluated on the widely used CICIDS2017 and CICIDS2018 benchmark datasets in both binary and multiclass settings, using recall, precision, F1-score, confusion matrices, and ROC analysis. Experimental results demonstrate that the proposed hybrid model consistently outperforms standalone CNN and RBF baselines, particularly in terms of recall and F1-score. On the CICIDS2018 dataset, the model achieves 99.81% accuracy and 99.81% F1-score in binary classification, and 99.54% accuracy and 99.54% F1-score in multiclass classification. On CICIDS2017, it achieves 98.12% accuracy and 98.12% F1-score in binary classification, and 98.92% accuracy and 98.92% F1-score in multiclass classification. Confusion matrix and ROC analyses further show strong class separability and reliable performance in low–false-positive-rate regions, which is critical for real-world IDS deployment. These results confirm that combining deep hierarchical feature learning, localized prototype-based classification, and attention-guided refinement yields a robust, operationally reliable intrusion detection framework for highly imbalanced network environments.

The position of children in marriage plays an important role in family law because it is related to the legal status and fulfillment of children's civil rights. Differences in regulations regarding legitimate children and children born out of wedlock in Indonesian positive law create legal uncertainty, particularly regarding civil relations with biological fathers. This study aims to analyze the legal status of legitimate children and illegitimate children and the changes in the legal paradigm following Constitutional Court Decision Number 46/PUU-VII/2010. This study uses normative legal methods with a statutory and conceptual approach. The results show that before the Constitutional Court decision, illegitimate children only had a civil relationship with their mother and their mother's family, whereas after the decision, illegitimate children can have a civil relationship with their biological father as long as the blood relationship can be legally proven. This decision confirms legal reform efforts to guarantee protection and legal certainty for children without discrimination based on birth status.