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All Journal Madani: Multidisciplinary Scientific Journal Socius: Social Sciences Research Journal Parameter: Jurnal Matematika, Statistika dan Terapannya
Haliza, Putri Yusra
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Journal : Madani: Multidisciplinary Scientific Journal

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Analisis Faktor-faktor yang Mempengaruhi Keputusan Pembelian Mobil Menggunakan Regresi Logistik Biner Haliza, Putri Yusra; Tamara, Angga; Mario, Christoffel; Hondro, Yizhar Saputra; Siahaan, Linda Natasya; Dalimunthe, Syairal Fahmy
Madani: Jurnal Ilmiah Multidisiplin Vol 3, No 2 (2025): March
Publisher : Penerbit Yayasan Daarul Huda Kruengmane

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.5281/zenodo.15077946

Abstract

This study aims to analyze the factors influencing car purchase decisions using binary logistic regression. Data were obtained from 1,000 respondents with independent variables including age, marital status, gender, car ownership, and income. The analysis results show that marital status, gender, and income significantly influence purchase decisions. Married respondents tend to have a lower likelihood of purchasing a car compared to single respondents, while females have a smaller tendency compared to males. On the other hand, higher income significantly increases the probability of car purchase. The constructed binary logistic regression model has a prediction accuracy of 93.8%, demonstrating its reliability in classifying purchase decisions. This study provides valuable insights for the automotive industry in designing effective and targeted marketing strategies. Additionally, further exploration of other factors such as brand preferences, geographic location, and psychological factors is recommended to enrich the understanding of automotive market behavior.
Strategi Pengelolaan Panti Asuhan dalam meningkatkan Kesejahteraan Anak Asuh di Asrama Sahabat Yatim Medan Aksara N, Nurmayani; Haliza, Putri Yusra; Sarah, Auta Shintha; Faradhilah, Anatasia
Madani: Jurnal Ilmiah Multidisiplin Vol 3, No 3 (2025): April 2025
Publisher : Penerbit Yayasan Daarul Huda Kruengmane

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.5281/zenodo.15145439

Abstract

A good and correct orphan management system greatly affects the fate and future of orphans. The welfare of orphans is not only measured physically, but also mentally and spiritually. This study aims to understand the strategies, programs and challenges faced by the Sahabat Yatim Medan Aksara Orphanage and then provide solutions to any challenges faced. The research method used is a qualitative approach method by conducting interviews with caregivers, foster children, and management staff. Direct observation was conducted to see how the rules are applied, the availability of supporting facilities, the physical and psychological well-being of foster children, and the relationship between foster children and caregivers. The results showed that Sahabat Yatim Medan Aksara Orphanage has implemented rules, provided facilities for education and daily needs but still faced several challenges. Overall, the quality of life of foster children has been improved physically, mentally, and spiritually through good management and a comprehensive welfare program.
Co-Authors Faradhilah, Anatasia Hondro, Yizhar Saputra Mario, Christoffel N, Nurmayani Rafiza, Rizky Sarah, Auta Shintha Siahaan, Linda Natasya Simanullang, Junitro Simorangkir, Agnes Monica Syairal Fahmy Dalimunthe Tamara, Angga Triono, Wira