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Satrio Ramadhan; Ika Arinia Indriyany

Desentralisasi : Jurnal Hukum, Kebijakan Publik, dan Pemerintahan 2026 Asosiasi Peneliti dan Pengajar Ilmu Hukum Indonesia

Gender-based domestic violence (KDRT) remains a critical issue in Indonesia, particularly in urban areas like North Jakarta. This study examines the governance of services for KDRT victims from a gender perspective in 2025, employing a qualitative case study approach. Data were gathered through in-depth interviews with 20 victims and service providers at community health centers (Puskesmas), the Women's Empowerment and Child Protection Agency (DP3A), and NGOs. Findings reveal fragmented governance, characterized by weak inter-agency coordination, low accessibility for low-income victims, and insufficient integration of gender perspectives in handling procedures. Key barriers include bureaucratic hurdles and inadequate training for staff on toxic masculinity issues. The study recommends an integrated governance model based on gender-responsive governance, including a one-stop digital platform and enhanced multi-stakeholder collaboration. Policy implications support the achievement of SDGs 5 and 16 at the local level. This study also highlights the importance of increasing public awareness and education regarding gender-based domestic violence to create a safer and more inclusive environment for victims.

Robby Kayame; Emanuela Nirmala; Christine P.A. Korwa; Meidy Johana Imbiri; Hardiyanti Hardiyanti +2 more

Jurnal Inovasi Riset Ilmu Kesehatan 2026 Pusat Riset dan Inovasi Nasional

Malaria remains a major public health challenge in eastern Indonesia, particularly in the remote highland areas Papua, where access to health services is very limited. In early 2008, a suspected malaria outbreak with several deaths was reported in Agisiga District, a remote highland area in Papua. This study aimed to investigate the epidemiological characteristics, diagnostic results, and mortality patterns of the malaria outbreak as a basis for formulating future control strategies. The outbreak investigation was conducted using a cross-sectional design in Agisiga District from January to March 2008. Capillary blood samples were examined using Rapid Diagnostic Tests (RDTs) and thin blood smear microscopy. Malaria-related deaths were traced through verbal autopsy methods and interviews with families and community leaders. Descriptive analysis was performed to describe the demographic, clinical, and parasitological characteristics the cases. A total of 92 suspected malaria cases were identified, with the highest proportion coming from Tomosiga Village (52.2%), followed by Bigasiga Village (40.2%) and Agisiga Village (7.6%). Women accounted for 58.7% of all cases, and the most affected age group was 15–35 years (34.8%). Microscopic examination confirmed malaria infection in 55.0% of samples examined, with Plasmodium vivax predominating (45.0%), while the RDT positivity rate was much lower. The malaria outbreak in Agisiga District was characterized by high mortality, delayed diagnosis, and significant gaps in diagnostic capacity, particularly in remote villages. Strengthening the surveillance system, increasing diagnostic capacity, and improving access to timely treatment are crucial steps prevent similar outbreaks and reduce malaria mortality in the Papuan highlands.

Pamirah Pamirah; Aris Toening W; Permadi Mulajaya

Discourse on Law and Society 2026 International Forum of Researchers and Lecturers

This study aims to analyze the implementation of good governance principles in inclusive public services in Candisari District, Semarang City. The study used a descriptive qualitative approach with data collection techniques through questionnaires, interviews, and documentation. Research informants consisted of sub-district officials and community service users, including vulnerable groups. Data analysis was conducted through the stages of data reduction, data presentation, and conclusion drawing. The results of the study indicate that the implementation of good governance principles in Candisari District has begun, but has not been running optimally. The principle of transparency has been attempted through the provision of service information and the use of digital media, but accessibility of information for vulnerable groups is still limited. The principle of accountability has not been fully realized, as indicated by the less than optimal performance of the Women and Children Protection Task Force (Satgas PPA) in carrying out its duties and the less than optimal inclusive public complaint mechanism. From the aspect of participation, community involvement, especially vulnerable groups, in the planning and decision-making process is still limited and unstructured. In addition, legal certainty and regional security stability are relatively conducive, but still require institutional strengthening and synergy between stakeholders. This study concludes that the implementation of good governance in Candisari District still faces institutional, participation, and service accessibility constraints, so a strategy is needed to strengthen governance to realize inclusive and sustainable public services.

Marsa Zahirah Badzlin; Kayla Putri Adnin; Jose Mikha Sembiring; Jessica Cristiana Siahaan; Suci Ramadani

Discourse on Law and Society 2026 International Forum of Researchers and Lecturers

The swift advancement of information technology has greatly influenced society, while also raising the threat of cybercrime. These offenses encompass the theft of social media accounts, unauthorized access to online information, and breaches of personal data security. This research intends to explore various types of cybercrime in Indonesia, the legal measures in place, and the obstacles law enforcement encounters when proving cybercrime incidents. The study adopts a qualitative method by reviewing literature, which includes laws, court rulings, academic articles, and reports from pertinent organizations. The findings reveal that even though laws like the Electronic Information and Transactions Law and the Personal Data Protection Law establish a legal framework, there are still issues related to digital evidence, coordination between agencies, and the public's understanding of data security. Consequently, there is a need for a more thorough law enforcement approach, enhanced digital education, and collaborative efforts among the government, law enforcement agencies, and the community to effectively combat and manage cybercrime.

Laura Engellina Bri Siantur; Mutia Salsabila; Muhammad Fakar Ar-Ridho; M Sulthan Bakil Alrafif; Muhammad Fadl +1 more

Discourse on Law and Society 2026 International Forum of Researchers and Lecturers

Thei swifti advancementi ofi technologyi hasi madei iti simpleri fori individualsi toi accessi informationi viai sociali mediai platforms.i Nonetheless,i thisi cani alsoi leadi toi offenses,i includingi abusivei languagei ori expressionsi ofi animosityi towardsi othersi online.i Suchi actionsi falli underi Articlesi 310i andi 311i ofi thei Criminali Code,i whichi governi insultsi andi defamation,i alongi withi thei Informationi andi Electronici Transactionsi Lawi Numberi 11i Oct 2008.i Thisi lawi wasi revisedi toi includei Articlei 27i Paragraphi (3)i ini thei thei 2024i Informationi andi Electronici Transactionsi Law,i whichi tacklesi thei issuei ofi defamation.i Thei methodologyi appliedi ini thisi studyi isi normativei juridicali research,i emphasizingi ai legali approachi thati incorporatesi libraryi sources,i statutes,i regulations,i andi relevanti legali theoriesi andi concepts.i Thei obstaclesi ini applyingi thei lawi againsti defamationi crimesi oni sociali mediai encompassi legali issues,i technicali barriers,i andi culturali asi welli asi sociali factors.i Toi tacklei thesei obstacles,i i iti other essentiali toi enhancei thei skillsi ofi lawi enforcementi personneli andi boosti publici awarenessi abouti digitali literacy.i Thei processi ofi lawi enforcementi concerningi defamationi crimesi oni sociali mediai adheresi toi thei proceduresi outlinedi ini thei Criminali Procedurei Code,i focusingi oni electronici evidence.i Articlesi 310i andi 311i ofi thei Criminali Code,i togetheri withi Articlei 27i Paragraphi (3)i ofi thei Informationi andi Electronici Transactionsi Lawi asi amendedi ini Lawi Numberi 1i ofi 2024,i providei thei legali foundationi fori addressingi crimesi oni sociali media,i ini linei withi thei proceduresi seti forthi ini thei Criminali Procedurei Code.  

Eka Safitri; Eko Jaenudin

DIAGNOSA: Jurnal Ilmu Kesehatan dan Keperawatan 2026 International Forum of Researchers and Lecturers

Childhood tuberculosis remains a significant public health challenge, particularly in developing countries where malnutrition and limited diagnostic resources increase disease severity and mortality. Children are at high risk of rapid progression from latent infection to active disease due to immature immune systems. We report a case of a 1-year-old girl presenting with cough, fever, shortness of breath, and poor growth. Chest radiograph showed consolidation and infiltrates in the right paracardial area consistent with pulmonary tuberculosis. The patient was treated with first-line anti-tuberculosis drugs, including rifampicin and pyrazinamide, along with nutritional support, resulting in significant clinical improvement and discharge on day eight. This case emphasizes the importance of early recognition and management of tuberculosis in young children with risk factors such as malnutrition and incomplete immunization. Preventive strategies such as BCG vaccination, contact screening, family education, and access to tuberculosis preventive therapy are essential to reduce morbidity and mortality in childhood TB.

Gusniyati Abustan; Indra Kertati; Charis Christiani

International Journal of Social Welfare and Family Law 2026 Asosiasi Penelitian dan Pengajar Ilmu Sosial Indonesia

This research aims to analyze the implementation of public service innovations through the Cheap Food Movement in realizing sustainable food security in Sorong City. The research uses a qualitative approach, collecting data through in-depth interviews, observations, and documentation of key informants at the Sorong City Food Security Office, business actors, and beneficiary communities. Data analysis used the Miles and Huberman model, with triangulation of sources and methods to ensure data validity. The study results show that the Cheap Food Movement has increased community food accessibility through regular implementation, a coordinated distribution system, and partnerships with local farmers. Price affordability is achieved through cross-subsidization and a reduction of up to 30% of the market price in the distribution chain. The program's sustainability is supported by local economic empowerment and multi-stakeholder collaboration. The research implications inform the development of public service innovation models grounded in community needs. The study's limitations lie in its focus on a single region, which limits generalization. Recommendations aim to expand the program's scope, strengthen technology-based monitoring systems, and replicate models in other areas with similar conditions.

Dimas Rahmatullah; Amirul Mustofa; Sarwani Sarwani; Dian Ferriswara

International Journal of Social Sciences and Communication 2026 International Forum of Researchers and Lecturers

Digital transformation has become a central agenda in local governments seeking to improve the effectiveness, accessibility, and reliability of public service delivery, particularly in population administration services that constitute the legal foundation of citizenship. In Indonesia, the Surabaya City Government has implemented the Klampid New Generation (KNG) program as an integrated digital platform for population administration services, aiming to streamline civil registration processes, enhance service quality, and expand citizen access. Despite its technological ambition, the implementation of digital population administration services continues to face persistent challenges related to administrative capacity, especially at the municipal level where services are operationalized and directly experienced by citizens. This issue raises an urgent academic and practical question regarding how administrative capacity shapes the performance and sustainability of digital public services within the broader digital government transformation. This article aims to synthesize and critically evaluate the existing scholarly literature on administrative capacity in the implementation of digital population administration services, with analytical relevance to the KNG program in Surabaya City Government. Employing an integrative literature review design, the study systematically examines peer-reviewed journal articles published between 2021 and 2025, retrieved from Scopus, DOAJ, Google Scholar, and SINTA databases. Articles were selected based on predefined inclusion and exclusion criteria and analyzed using thematic and conceptual synthesis techniques. The review identifies key dimensions of administrative capacity that consistently influence digital service implementation, including institutional and organizational arrangements, human resource competence, technological and infrastructural readiness, regulatory and procedural alignment, inter-organizational coordination, and the role of street-level bureaucrats in frontline service delivery.

Agussalim Agussalim; Amirul Mustofa; Sarwani Sarwani; Dian Ferriswara

International Journal of Social Sciences and Communication 2026 International Forum of Researchers and Lecturers

Consular services have become a critical site of state intervention in the governance of international labor migration, particularly for migrant-sending countries such as Indonesia whose citizens depend on overseas missions for administrative protection and access to public services abroad. Despite the growing importance of consular institutions in safeguarding migrant workers’ rights and welfare, existing scholarship remains fragmented, offering limited conceptual integration of how administrative capacity shapes institutional readiness in cross-border public service delivery. Addressing this gap, this article presents a structured narrative–integrative literature review that synthesizes international peer-reviewed studies on administrative capacity, policy capacity, consular services, and migrant worker protection published in the last five years. Drawing on Administrative Capacity Theory as the core framework, complemented by Public Service Theory, Policy Implementation Theory, Street-Level Bureaucracy, and Institutional Theory, the review systematically analyzes how different dimensions of capacity configure institutional readiness in consular services. The findings reveal that institutional readiness emerges from the interaction of four interrelated dimensions: human resource capacity, organizational and procedural capacity, institutional and coordination capacity, and resource and infrastructure capacity. Rather than functioning as isolated determinants, these dimensions collectively shape how consular institutions translate formal mandates into service outcomes under conditions of transnational governance, legal pluralism, and fluctuating demand. The review further demonstrates that frontline discretion, coordination gaps, procedural rigidity, and uneven resource allocation are recurrent patterns across the literature, underscoring the dynamic and practice-based nature of administrative capacity in consular contexts. Theoretically, this article contributes to public administration scholarship by extending administrative capacity frameworks into the underexplored domain of cross-border public services and by integrating previously segmented theoretical perspectives into a coherent conceptual synthesis. By reframing consular services as institutionally embedded public service systems rather than solely diplomatic functions, the article advances understanding of institutional readiness in migrant worker protection and provides a robust analytical foundation for future empirical and comparative research in international public administration.

Lusy Supriatinah; Tri Lestari Hadiati; Sumarmo Sumarmo

International Journal of Health and Social Behavior 2026 Asosiasi Riset Ilmu Kesehatan Indonesia

This study aims to analyze the relationship between public policy paradoxes, healthcare service quality, access to and continuity of postnatal care, and maternal mortality in Pekalongan Regency. A mixed-methods approach with a sequential explanatory design was employed, involving 30 respondents for quantitative analysis using Spearman correlation tests and 5 key informants for in-depth interviews. The results indicate that policy paradoxes are strongly correlated with service quality and with access and continuity of care. Service quality also shows a robust correlation with access and continuity. All variables are significantly associated with maternal mortality, with access and continuity of care demonstrating the strongest correlation. Qualitative findings reveal implementation gaps in Ministry of Health Regulation No. 21 of 2021, where postnatal visits are often conducted only 2–3 times instead of the mandated four visits, with 10 out of 13 maternal deaths occurring during the postnatal period. The persistence of maternal mortality is attributed to inconsistent implementation of standard operating procedures, high workload, and socio-cultural factors. The study highlights the need to strengthen supervision, enhance human resource capacity, and promote cross-sectoral collaboration to optimize postnatal care services.

Najamudin Najamudin; Dwi Muliati; Anggun Duwi Wahyu Ziliwu; Feti Oktaviani; Mutiara Al-Nizar

2026 Asosiasi Riset Ilmu Manajemen dan Bisnis Indonesia

The rapid spread of hoaxes and disinformation in the digital era poses serious challenges to social cohesion, societal stability, and the internalization of moral values, particularly within Muslim communities. The circulation of unverified information has the potential to trigger conflict, polarization, and a decline in public trust. This study aims to explore digital literacy as an ethical and religious instrument in actualizing the Islamic principle of amar ma’ruf nahi munkar in the contemporary digital sphere. Employing a qualitative library research approach, the study examines classical Islamic sources, including the Qur’an and Hadith, alongside contemporary literature on digital communication ethics and digital citizenship. The findings indicate that digital literacy from an Islamic perspective extends beyond technical competence in accessing and disseminating information; it represents a form of moral responsibility (amanah) grounded in honesty (ash-shidq), prudence, and accountability. Practices such as information verification (tabayyun), clarification, and corrective engagement in online spaces are concrete expressions of amar ma’ruf nahi munkar. Strengthening ethically grounded digital literacy is therefore essential for fostering a healthy, just, and civilized digital public sphere.  

Najamudin Najamudin; Dwi Muliati; Anggun Duwi Wahyu Ziliwu; Feti Oktaviani; Mutiara Al-Nizar

Karakter : Jurnal Riset Ilmu Pendidikan Islam 2026 Asosiasi Riset Ilmu Pendidikan Agama dan Filsafat Indonesia

The rapid spread of hoaxes and disinformation in the digital era poses serious challenges to social cohesion, societal stability, and the internalization of moral values, particularly within Muslim communities. The circulation of unverified information has the potential to trigger conflict, polarization, and a decline in public trust. This study aims to explore digital literacy as an ethical and religious instrument in actualizing the Islamic principle of amar ma’ruf nahi munkar in the contemporary digital sphere. Employing a qualitative library research approach, the study examines classical Islamic sources, including the Qur’an and Hadith, alongside contemporary literature on digital communication ethics and digital citizenship. The findings indicate that digital literacy from an Islamic perspective extends beyond technical competence in accessing and disseminating information; it represents a form of moral responsibility (amanah) grounded in honesty (ash-shidq), prudence, and accountability. Practices such as information verification (tabayyun), clarification, and corrective engagement in online spaces are concrete expressions of amar ma’ruf nahi munkar. Strengthening ethically grounded digital literacy is therefore essential for fostering a healthy, just, and civilized digital public sphere.  

Andre Triana; Frety Damayanti

GARUDA : Jurnal Pendidikan Kewarganegaraan dan Filsafat 2026 International Forum of Researchers and Lecturers

Pancasila democracy places the people as the main subjects in national and state life. The rapid development of the digital era has brought significant changes to democratic practices through easier access to information and increased public participation in digital spaces. In this context, young generations have a strategic role as the group most adaptive to information and communication technology. This study aims to analyze the role of young generations in maintaining and strengthening the values of Pancasila democracy in the digital era. The research method used is a qualitative descriptive approach with a literature study. Data were collected from various sources, including books, scientific journal articles, and research reports relevant to digital democracy and youth participation. The findings indicate that young generations can actively contribute by improving digital literacy, increasing political participation through digital media, and utilizing digital platforms as tools for education and advocacy. Furthermore, young generations play an important role in countering misinformation, strengthening the values of social justice, unity, and critical awareness in accordance with Pancasila principles. However, challenges such as the spread of disinformation, social polarization, and limited critical thinking skills in digital spaces remain significant obstacles. Therefore, continuous democratic education and digital literacy are essential to enable young generations to become responsible agents of change in sustaining Pancasila democracy in the digital era.

Andimulu Hayu Fatimah; Ria Ekanindya Widyaningsih

Pajak dan Manajemen Keuangan 2026 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

This study aims to analyze the impact of digital innovation on financial management in Purbalingga Regency, focusing on two main systems: the Regional Government Information System (SIPD) and the Village Financial System (SISKEUDES). Digital innovation is considered important to enhance transparency, efficiency, and accountability in public financial management (Lips, 2020; Agostino, Bracci, & Steccolini, 2022). The method used is a qualitative approach with a case study supported by in-depth interviews with application users and previous research (Daffa, 2024; Nadaa & Priyanti, 2023). The findings show that the use of SIPD and SISKEUDES has successfully increased transparency and efficiency in financial reporting in Purbalingga through data integration and public access to information. However, technical issues, limited human resources, and lack of inter-agency cooperation remain obstacles. Efforts by the local government, such as routine training, system updates, and digital literacy improvement, have strengthened digital-based financial governance. Overall, this study shows that the success of digital innovation in public financial management is influenced not only by technology but also by institutional readiness, a culture of transparency, and community involvement in overseeing regional financial management.

Titania Arida Nandini; Setiawan Assegaff; Nurhadi Nurhadi

Prosiding Seminar Nasional Ilmu Teknik 2026 Asosiasi Riset Ilmu Teknik Indonesia

The digital transformation of health services through the Mobile JKN application was introduced by BPJS Kesehatan to provide easier access for the public in obtaining information, managing membership administration, and receiving health services more quickly and efficiently. This study aims to measure the readiness level of patients at Abdul Manap Regional Hospital, Jambi City, in adopting the Mobile JKN application using the HOT-Fit method, which covers three main components: Human, Organization, and Technology. Data were collected from 360 respondents through questionnaires and analyzed using Partial Least Square Structural Equation Modeling (PLS-SEM). The results indicate that technology factors—including system quality, information quality, and service quality— along with organizational support have a significant effect on system use and user satisfaction, which in turn positively influence the net benefits. The outer loading values of all indicators exceeded 0.7, with Composite Reliability above 0.8 and AVE above 0.6, confirming that the research instruments are valid and reliable. Overall, patients at Abdul Manap Hospital are categorized as ready to adopt Mobile JKN, although improvements in digital literacy and stronger organizational support are still required to optimize its utilization.

Dendy Krisandi; Abdul Halim; Hardi Muhar Sungguh

IJLS (International Journal of Law and Society) 2026 Asosiasi Penelitian dan Pengajar Ilmu Hukum Indonesia

This research examines Islamic legal protection for victims of social engineering crimes within the context of cybercrime. Social engineering is a form of digital crime that exploits psychological manipulation and trust to obtain personal data, system access, or financial benefits. Such crimes cause not only material losses but also immaterial harm, including psychological trauma, violations of privacy, dignity, and personal security. However, positive legal frameworks tend to prioritize offender punishment, while victim protection and recovery remain insufficiently addressed. This study adopts a qualitative approach with a normative-juridical research design, complemented by limited empirical insights. Data were collected through library research on Islamic legal sources—namely the Qur’an, Hadith, and fiqh jināyah—alongside statutory regulations on cybercrime and selected interviews with legal scholars and practitioners. The analysis employs a descriptive-analytical method grounded in the maqāṣid al-sharī‘ah framework, particularly the principles of ḥifẓ al-māl (protection of property), ḥifẓ al-‘irḍ (protection of dignity), and ḥifẓ al-nafs (protection of life and psychological security). The findings demonstrate that Islamic law provides a robust normative foundation for protecting victims of social engineering crimes. Such protection extends beyond retributive punishment through ta‘zīr and emphasizes restorative justice by prioritizing victims’ rights restoration, offender accountability, and public welfare. Islamic law is both adaptive and relevant in addressing contemporary cybercrime challenges and may serve as a humanistic, just, and responsive model for victim protection in the digital era.

Faliani Zaliaokta; Distya Rahma Fauzia; Livia Fajarisalfa; Siti Maharani

IJLS (International Journal of Law and Society) 2026 Asosiasi Penelitian dan Pengajar Ilmu Hukum Indonesia

Air pollution constitutes a significant environmental problem with far-reaching impacts on public health, quality of life, and ecosystem sustainability, particularly in urban areas and industrial zones in Indonesia. Although the national environmental legal framework has adopted the principle of strict liability through Law Number 32 of 2009 on Environmental Protection and Management, its implementation in air pollution cases continues to face substantial challenges, especially with regard to the proof and assessment of non-material damages. Non-material damages such as disturbances to living comfort, deterioration of environmental quality, psychological stress, and health-related anxiety are intangible in nature and lack clear measurement standards, resulting in their frequent exclusion or inadequate consideration in environmental civil litigation. This study aims to analyze the legal basis for the application of the strict liability principle to air pollution cases in Indonesia, identify relevant forms of non-material damage, and examine the implications of the absence of standardized methods for assessing such damages on legal certainty and the effectiveness of corporate liability enforcement. The research employs a normative legal research method with a library-based approach, incorporating statutory, conceptual, and case approaches. Legal materials are analyzed qualitatively using a descriptive-analytical method, drawing upon legislation, court decisions, and scholarly literature on environmental law and environmental damage valuation. The findings indicate that the absence of standardized criteria for assessing non-material damages leads to evidentiary difficulties, inconsistent court decisions, and a weakened deterrent effect on polluting corporations, thereby preventing the full realization of victims’ rights to effective remedies. This study underscores the urgency of developing an integrated national technical guideline for the assessment of non-material environmental damages based on scientifically grounded valuation methods, as well as the need for cross-institutional policy harmonization to strengthen legal certainty, access to justice for affected communities, and corporate accountability in controlling air pollution.

Karunia Gea; Murnihati Sarumaha; Hilaria Santi Kristiani Harefa

Jurnal Riset Rumpun Ilmu Tanaman 2026 Pusat riset dan Inovasi Nasional

This study examines the utilization of Aloe vera as a herbal medicine by the community of Sobawagoli Village, Indonesia. The research aims to document local knowledge related to the processing, application, and perceived benefits of Aloe vera in traditional healthcare practices. A qualitative descriptive approach with a case study design was employed. Data were collected through direct field observations, in-depth interviews with community members, and documentation of preparation methods. The findings reveal that Aloe vera is widely used for both internal and external treatments, including digestive disorders, internal heat, hypertension, burns, skin inflammation, and natural skin and hair care. The plant is processed through simple methods such as boiling, blending, and direct topical application, reflecting the accessibility and practicality of herbal medicine in rural settings. Community perceptions toward Aloe vera are highly positive, viewing it as a safe, effective, and culturally embedded alternative to chemical medicines. These practices are supported by empirical experiences and align with recent scientific studies highlighting the therapeutic properties of Aloe vera. The study underscores the importance of preserving indigenous herbal knowledge and integrating it with modern health education to promote sustainable, community-based healthcare systems.

Muhammad Alfian

Jurnal Riset Rumpun Ilmu Pendidikan 2026 Lembaga Pengembangan Kinerja Dosen

The mental health crisis in Indonesia is increasingly alarming, exacerbated by the COVID-19 pandemic, social stigma, and unequal access to professional services. A clinical approach alone is not enough to address this complex problem. This study offers a novelty in the form of an integrative approach: revitalizing the role of families and communities based on Islamic values (rahmah, ta'awun, shabr, syura, tarbiyah ruhiyah) combined with the use of digital social communities as a medium for education, discussion, and support systems. The research method used is a literature study with a descriptive qualitative approach, reviewing national and international literature, social support theory (Cohen & Wills, 1985), religious coping (Koenig, 2012), and Bronfenbrenner's ecological theory (1979). The results of the study show that families play a strategic role in the prevention, assistance, and referral of mental health cases, while digital communities are effective as spaces for education and emotional validation, with scalability and anonymity as their main strengths. Concrete strategies offered include family education, stigma-free campaigns on social media, spiritual care hotlines, and cross-sector collaboration. This approach is in line with the collectivist culture of Indonesian Muslim society and is more adaptive in the digital era. This research is expected to serve as a conceptual foundation for practical programs, public policy, and further research to create a more caring, stigma-free, and resilient society in the face of mental health crises.

Heza Wihardi; Md Gapar Md Johar

Merkurius : Jurnal Riset Sistem Informasi dan Teknik Informatika 2026 Asosiasi Riset Teknik Elektro dan Informatika Indonesia

International student enrollment is a critical driver of financial sustainability for Higher Education Institutions (HEIs). While advanced forecasting is standard in the corporate sector, its application in educational planning remains limited. This study addresses this gap by comparing the predictive performance of ARIMA, Facebook Prophet, and Long Short-Term Memory (LSTM) models. Using a publicly available annual dataset from a US-based institution (2000–2022), the analysis employed a strategic partition training on 2000–2017 and testing on 2018–2019 to validate models on stable, pre-pandemic data. Empirical results revealed that the statistical ARIMA (2,1,0) model demonstrated superior accuracy, achieving a Mean Absolute Percentage Error (MAPE) of 1.26%. Conversely, Prophet (11.81%) and LSTM (13.84%) struggled with the limited sample size, failing to generalize effectively compared to the linear approach. The findings suggest that for annual enrollment trends, parsimonious statistical models outperform complex deep learning architectures, providing administrators with a robust, accessible framework for data-driven strategic decision-making.