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All Journal Ulul Albab: Jurnal Studi dan Penelitian Hukum Islam SAINSMAT Acta Aquatica: Aquatic Sciences Journal RETORIKA: Jurnal Bahasa, Sastra, dan Pengajarannya PEMBELAJAR: Jurnal Ilmu Pendidikan, Keguruan, dan Pembelajaran Jurnal Basicedu PengabdianMu: Jurnal Ilmiah Pengabdian kepada Masyarakat Jurnal Humaniora : Jurnal Ilmu Sosial, Ekonomi dan Hukum Jurnal Review Pendidikan dan Pengajaran (JRPP) Jurnal Absis : Jurnal Pendidikan Matematika dan Matematika Journal of English Language and Pedagogy Jurnal Dinamis Jurnal Mandala Pengabdian Masyarakat TEACHING : Jurnal Inovasi Keguruan dan Ilmu Pendidikan ARRUS Journal of Mathematics and Applied Science Journal Peqguruang: Conference Series Proceedings of International Conference on Multidiciplinary Research Jurnal Agribis SAINSMAT: Jurnal Ilmiah Ilmu Pengetahuan Alam Jurnal Basicedu Aurelia: Jurnal Penelitian dan Pengabdian Masyarakat Indonesia Jurnal Median Arsitektur dan Planologi ILTEK : Jurnal Teknologi Jurnal Cendekia Mengabdi Berinovasi dan Berkarya Abdimas Dinamis Journal of Mathematics, Computation and Statistics (JMATHCOS) Journal of Community Service ISOLEK: Jurnal Pendidikan, Pengajaran, Bahasa, dan Sastra Jurnal Lempu Access: Journal of Accounting, Finance and Sharia Accounting
Musfira, Musfira
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DINAMIKA SOSIAL EKONOMI MASYARAKAT YAHUKIMO DALAM SEKTOR INFORMAL PERKOTAAN: STUDI KASUS KOTA JAYAPURA Yanthy, Normalia Ode; Weya, Kalemon; Musfira, Musfira
DINAMIS Vol 22 No 2.Desember (2025): Dinamis
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat Universitas Sains dan Teknologi Jayapura

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58839/jd.v22i2.Desember.1579

Abstract

Penelitian ini menganalisis dinamika sosial ekonomi masyarakat Yahukimo yang bekerja dalam sektor informal Kota Jayapura, dengan fokus pada karakteristik demografis, pola usaha, persebaran spasial, serta tantangan dan modal sosial yang membentuk strategi bertahan hidup mereka. Migrasi masyarakat Yahukimo menuju Jayapura dipahami sebagai respons terhadap ketimpangan wilayah, keterbatasan infrastruktur, dan minimnya peluang ekonomi di daerah asal. Hasil survei menunjukkan bahwa mayoritas pelaku usaha berada pada usia produktif (20-40 tahun), berpendidikan dasar (70%), serta telah bermukim lebih dari enam tahun, menandakan migrasi permanen dan pembentukan jaringan sosial yang stabil. Sektor informal menjadi arena adaptasi utama bagi masyarakat Yahukimo akibat rendahnya akses terhadap pekerjaan formal. Sebanyak 40% responden bekerja sebagai pedagang kaki lima dan 30% sebagai penjual makanan, dengan persebaran usaha terkonsentrasi di pasar tradisional (45%) dan pinggir jalan (35%). Aktivitas ini tidak hanya berfungsi sebagai sumber penghidupan, tetapi juga sebagai ruang negosiasi identitas dan pembentukan micro-territories berbasis etnis dalam struktur ruang Kota Jayapura. Perempuan Yahukimo memainkan peran signifikan dalam ekonomi subsisten urban melalui perdagangan makanan dan kerajinan (termasuk noken), sehingga berkontribusi pada keberlanjutan ekonomi rumah tangga sekaligus pelestarian budaya. Temuan utama penelitian menunjukkan bahwa modal sosial Yahukimo, terutama melalui jaringan kekerabatan, solidaritas etnis, dan pinjaman keluarga menjadi mekanisme penting dalam mempertahankan usaha, mengingat 55% modal awal berasal dari tabungan pribadi dan 25% dari jaringan internal. Tantangan struktural meliputi keterbatasan modal (40%), persaingan tinggi (30%), minimnya fasilitas (20%), dan tekanan regulasi (10%). Kondisi ini menegaskan perlunya tata kelola kota yang lebih inklusif, pengakuan terhadap sektor informal, revitalisasi pasar rakyat, serta kebijakan penataan ruang yang mendukung keberlanjutan ekonomi migran Papua. Penelitian ini menyimpulkan bahwa sektor informal tidak hanya menopang ekonomi masyarakat Yahukimo, tetapi juga membentuk interaksi sosial-budaya dan struktur ruang Kota Jayapura. Temuan ini memberikan kontribusi penting bagi studi perencanaan wilayah dan kota, khususnya terkait urban informalities, migrasi internal Papua, dan inklusivitas kebijakan kota.
Pengaruh Metode Bermain dan Bercerita Terhadap Perkembangan Bahasa Anak Di TK Dian Harapan Makkio Baji Takalar Roihanatus Salsabila; Putri, Adelia; Musfira, Musfira; Martuty, Arie
ISOLEK: Jurnal Pendidikan, Pengajaran, Bahasa, dan Sastra Vol. 4 No. 1 (2026): Isolek: Jurnal Pendidikan, Pengajaran, Bahasa, dan Sastra (Maret 2026)
Publisher : Program Studi Pendidikan Bahasa dan Sastra Indonesia, Fakultas Keguruan dan Ilmu Pendidikan, Universitas Islam Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59638/isolek.v4i1.758

Abstract

Early childhood language development is a crucial aspect of holistic growth and development, especially in Dian Harapan Makkio Baji Kindergarten in Takalar, located in an area with a language delay rate of 12–14%. This study aims to examine the effect of play and storytelling methods on the expressive language skills of children aged 5–6 years, analyze development before and after intervention, and assess the effectiveness of the integrated application of both methods. Using a Quasi-Experimental design with 14 subjects divided into experimental and control groups, the study was conducted over six weeks with a Likert-scale pretest and posttest. The results showed a significant increase in the experimental group, with an average score of 67.57 to 86.43, while the control group only increased from 65.29 to 68.43. The Wilcoxon test confirmed a significant effect (p = 0.018) of the play and storytelling method on language development, compared to the insignificant change in the control group (p = 0.310). Thus, this method is proven to be effective in improving the quality of children's language development objectively and measurably.
Classification of Family Welfare Card Recipients in Makassar City Using Decision Tree Algorithms Rais, Zulkifli; Fahmuddin S, Muhammad; Musfira, Musfira
ARRUS Journal of Mathematics and Applied Science Vol. 5 No. 2 (2025)
Publisher : PT ARRUS Intelektual Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35877/mathscience4783

Abstract

This study aims to analyze the factors influencing the determination of recipients of the Family Welfare Card (KKS) program in Makassar City and evaluate the level of accuracy of the decision tree model in the classification process. The KKS program is a government effort to accelerate poverty alleviation, so it is important to ensure that the selection process for program recipients is carried out on target. The decision tree method is used in this study because of its ability to simplify the decision-making process through an easy-to-understand tree structure. This study utilizes KKS recipient data with various variables, such as income, number of dependents, employment status, asset ownership, and education level, to build a classification model. The results of the study indicate that the variable of the Head of Household's (KRT) Highest Education Level (X4) has the highest level of importance in determining KKS recipients, followed by the variable Number of Family Members (X1), and the variable Ownership of Residential Buildings (X5). The decision tree model that was built has an accuracy level of 84.21%, which states the model's ability to classify KKS recipients effectively. This study also provides insight into the description of factors influencing KKS receipts, which can be used as a basis for formulating more efficient and targeted policies.
Co-Authors Ahsan Ahsan Aj, Andi Meirling Akbar, Aditya Sahrul Amir, Rahma Melati Annabawi, Annisa Rahma Ardianza, Reza Arnold Kabangnga Asmaidar, Asmaidar Asrawati, Nugrah Ayu, Ayu Azisah, Azisah Carla Wulandari Sabandar Dardjito, Hanandyo Datuamas, Padila Zikrila A. Dinda, Dinda Fahmuddin S, Muhammad Fakri, M. Nurul Flassy, Gabriel Frits D Hamna, Hamna Handayani, Nurul Nisya Hardiman Hardiman Hasan, Haidar Hasana, Hasana Hasmiati Hasmiati Herlina Ahmad, Herlina Ikbal Ikbal Indah Damayanti, Indah Indah Sari Zulfiana Indarwati Indarwati Iriyanto, Santje Magdalena Kaharuddin, Mutahharah Nemin Kamerop, Bernadetha Papuana Khafidah, Wahyu Khairani Khairani Labok, Anna M Labok, Anna Mariani LUKMAN, LUKMAN Mahjum, Moh Makhshun , Toha Martani, Ahmad Martuty, Arie Muchtar, Asmaji Muhammad Abdy Muhammad Idris Muhammad Syarif, Muhammad Muhlis Muhlis Musfayu, Musfayu Mustakim Mustakim Mytra, Prima Naisyah, Sitti Nasriani Nasriani Ningsih, Andi Arda Nursupiamin Nursupiamin, Nursupiamin Pata, Abd. Asis Putri, Adelia Rafiq Badjeber Rahmadon, Rahmadon Rais, Zulkifli Ridho, Andi Muhammad Rismayanti Rismayanti Roihanatus Salsabila S, Nurhidayanti. Saba, Hafiz Saputra, Ahyar Sudarsono Supriadi Supriadi Suradi Suradi Sutji Rochaminah Syafruddin Side Syahrizal Abbas Syamsuddin, Indah TONE, KAMARUDDIN Ulpianti, Ulva Usman, Syamsudin Wahidayanti, Wahidayanti Wahyuddin Wahyuddin Wally, Johanes F Wandik, Hagar Wayan Kantun Weya, Kalemon Yannice Luma Marnala Sitorus Yanthy, Normalia Ode Yusuf SAP, Andi Muh. Ridho