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All Journal Indonesian Journal of Language and Communication Studies Indonesian Journal of Applied Community Research
Wahfiuddin Rahmad Harahap
Universitas Islam Negeri Raden Fatah Palembang

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Visibility by design: Recommendation algorithms and the unequal circulation of Indonesian linguistic content on YouTube Wahfiuddin Rahmad Harahap
Indonesian Journal of Language and Communication Studies Vol. 1 No. 3 (2026): Digital citizenship, identity, and public discourse in Indonesia
Publisher : CV Narasi Khatulistiwa Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.67490/ijlc.v1i3.1014

Abstract

Background: YouTube has become a major infrastructure for Indonesian linguistic circulation, yet its recommendation pathways may distribute visibility unevenly across standard Indonesian, regional languages, dialectal varieties, and multilingual content. Objective: This study examines how recommendation architecture, linguistic hierarchy, and platform legibility shape the unequal circulation of Indonesian linguistic content on YouTube. Method: Using a qualitative-dominant mixed platform audit, this study analyzes 33 public YouTube videos, 10 scholarly sources, and seven contextual documents through visibility-pathway auditing, linguistic drift mapping, and metadata–multimodal legibility analysis. Results: Standard Indonesian and multilingual Indonesian content occupy stronger visibility positions because their titles, institutions, and audience cues align with national, educational, and transnational categories. Regional and minority-language content remains present but circulates more often through local, heritage, preservation, or weakly stabilized recommendation pathways. Recommendation drift further shows that several regional-language pathways move toward standard Indonesian, adjacent cultural content, or ambiguous clusters rather than sustaining linguistic continuity. Implication: These findings indicate that digital linguistic inequality should be examined through ranking, recurrence, metadata, and recommendation movement, not merely through online presence. Novelty: This study advances Indonesian sociolinguistic platform research by integrating recommendation auditing, language ideology, and multimodal platform-legibility analysis within one empirical framework for studying algorithmic linguistic visibility today
Care beyond the clinic: community networks, elderly well-being, and social support in aging Indonesian villages Wahfiuddin Rahmad Harahap
Indonesian Journal of Applied Community Research Vol. 1 No. 3 (2026): Community health, education, and social inclusion in Indonesia
Publisher : CV Narasi Khatulistiwa Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.67490/ijac.v1i3.1061

Abstract

Background: Rural ageing in Petir Village, comprising 3,584 residents across 13 hamlets, exposed gaps between clinic-based provision and the everyday social support required by older adults. Objective: This community engagement program aimed to strengthen coordinated care networks for 65 older residents through family, neighbour, cadre, and service participation. Method: A participatory planning–implementation–monitoring-evaluation design used baseline questionnaires, care-network maps, attendance sheets, product rubrics, observation logs, referral trackers, pre–post measures, and focus groups to assess participation, support availability, loneliness, well-being, care capacity, and institutional continuity. Results: Planning documented three coordination meetings, 65 baseline assessments, at least eight need categories, and six core instruments. Implementation comprised one orientation, four core sessions, 13 care circles, 52 scheduled mentoring meetings, 65 network maps and support plans, and up to 26 priority home visits. Monitoring and evaluation recorded 52 matched records, 75% mean attendance, 70% acceptable outputs, a 20% knowledge increase, a 20-percentage-point improvement in reachable support, and one institutional continuation plan, without treating these findings as causal effects. Novelty: Its novelty lies in integrating relational care mapping, situated mentoring, quantitative tracking, community validation, and institutional follow-up within a single data-grounded model for ageing-in-place community development, responsive to rural accessibility, caregiving burden, service reach, and diverse local care cultures.
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