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Path diagram of SEM-PLS Public Perception of Ecotourism in Jambi Province Mardhotillah, Bunga; Mubarak, Fadhlul; Sundara, Vinny Yuliani; Yanova, Shally; Gusmanely Z, Gusmanely Z
Global Education Journal Vol. 3 No. 1 (2025): Global Education Journal (GEJ)
Publisher : Civiliza Publishing, Indonesia.

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59525/gej.v3i1.295

Abstract

Tourism activities are a necessity for individuals and communities because they provide a refreshing impact, both physically and spiritually. One tourism activity that can bring humans closer to nature and the Creator is ecotourism or ecological tourism. This study aims to analyze the factors influencing public perceptions and preferences in Jambi Province towards Ecological Tourism during the Covid-19 Pandemic, spanning the initial pandemic period, PSBB, PPKM, New Normal, and post-pandemic. This research method uses a quantitative approach with primary data from a survey in the form of questionnaires distributed to the community, which data analysis uses SEM-PLS assisted by Smart-PLS software. The results of this study suggest that based on the SEM-PLS path diagram, the path coefficients indicate that all aspects of visitor assessments of ecological tourism destinations in Jambi Province need to be improved, especially related to tourist destination cleanliness, ecological tourism accessibility, tourist attractions, and infrastructure conditions. Therefore, good cooperation between the community and the government is highly recommended in the management of ecological tourism areas in Jambi Province.
PODES: Sebuah Paket Pemograman Potensi Desa di Indonesia Mubarak, Fadhlul; Nurniswah, Nurniswah; Sundara, Vinny Yuliani; Ulma, Riri Oktari; Prasaja, Ahmad Syukron
DEMOS: Journal of Demography, Ethnography and Social Transformation Vol. 4 No. 2 (2024): Journal of Demography, Etnography and Social Transformation
Publisher : LPPM UIN SULTHAN THAHA SAIFUDDIN JAMBI

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30631/demos.v4i2.2786

Abstract

The study aims to introduce Village Potential Statistics (PODES) in the form of a computer programming package. PODES collects various information about potential (economy, security, health, employment, communication and information, sports, entertainment, development, community empowerment, education, socio-culture, transportation) and challenges (natural disasters, public health, environmental pollution, social problems, and security disturbances) faced by villages in Indonesia, especially Jambi Province.
Path diagram of SEM-PLS Public Perception of Ecotourism in Jambi Province Mardhotillah, Bunga; Mubarak, Fadhlul; Sundara, Vinny Yuliani; Yanova, Shally; Gusmanely Z, Gusmanely Z
Global Education Journal Vol. 3 No. 1 (2025): Global Education Journal (GEJ)
Publisher : Civiliza Publishing, Indonesia.

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59525/gej.v3i1.295

Abstract

Tourism activities are a necessity for individuals and communities because they provide a refreshing impact, both physically and spiritually. One tourism activity that can bring humans closer to nature and the Creator is ecotourism or ecological tourism. This study aims to analyze the factors influencing public perceptions and preferences in Jambi Province towards Ecological Tourism during the Covid-19 Pandemic, spanning the initial pandemic period, PSBB, PPKM, New Normal, and post-pandemic. This research method uses a quantitative approach with primary data from a survey in the form of questionnaires distributed to the community, which data analysis uses SEM-PLS assisted by Smart-PLS software. The results of this study suggest that based on the SEM-PLS path diagram, the path coefficients indicate that all aspects of visitor assessments of ecological tourism destinations in Jambi Province need to be improved, especially related to tourist destination cleanliness, ecological tourism accessibility, tourist attractions, and infrastructure conditions. Therefore, good cooperation between the community and the government is highly recommended in the management of ecological tourism areas in Jambi Province.
Model Regresi Logistik Biner: Faktor-Faktor yang Mempengaruhi Kepemilikan akun Keuangan di Indonesia Jiblathar, Panji; Germansah, Germansah; Mubarak, Fadhlul
Journal of Comprehensive Science Vol. 4 No. 12 (2025): Journal of Comprehensive Science
Publisher : Green Publisher Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59188/jcs.v4i12.3852

Abstract

Penelitian ini menganalisis determinan kepemilikan akun keuangan formal di Indonesia pasca-pandemi menggunakan regresi logistik biner pada data Global Findex 2024 (N = 1.067). Variabel independen mencakup usia, pendidikan, pendapatan (quintile), gender, domisili, dan status ketenagakerjaan. Hasil menunjukkan pendidikan tinggi meningkatkan odds kepemilikan sebesar 412% (OR = 5,12; 95% CI = 2,18–14,10; p < 0,001), diikuti pendidikan menengah (OR = 2,43) dan quintile terkaya (OR = 2,22). Gender gap signifikan: perempuan memiliki odds 25% lebih rendah (OR = 0,750; p = 0,042). Status pengangguran menurunkan odds hingga 51% (OR = 0,487). Domisili pedesaan tidak signifikan (p = 0,624), menandakan konvergensi urban-rural akibat digitalisasi. Model valid (VIF < 1,3; Hosmer-Lemeshow p = 0,653; AUC = 0,716). Penelitian ini merekomendasikan intervensi berbasis odds ratio bagi OJK untuk mencapai inklusi 90% pada 2029.
Village Potential Statistics (PODES): Visualization of Schools in Jambi Province with Statistical Programming (R) Mubarak, Fadhlul; Aslanargun, Atilla; Sundara, Vinny Yuliani
DEMOS: Journal of Demography, Ethnography and Social Transformation Vol. 2 No. 2 (2022): Journal of Demography, Etnography and Social Transformation
Publisher : LPPM UIN SULTHAN THAHA SAIFUDDIN JAMBI

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30631/demos.v2i2.1333

Abstract

One of the primary data that can be used in research is village potential statistics (PODES). The data was obtained based on research in a certain period by the Statistics Indonesia (BPS). This study aims to visualize the percentage of schools in each city/district in Jambi Province using R programming based on PODES data in 2014 and 2019. In this study, we not only visualize but also how to build attractive graphics and arrange them starting from windows, graphic size, dimensions, color, horizontal axis, vertical axis, and others. Of course, the graph produced in this study is different from the basic plot found in the R program, although the process carried out is also more complicated. From 2014 to 2019, in general, within a period of 5 years there has been an increase in the number of schools in each city/district in Jambi Province. However, from the university level, the number decreased. In 2014 the number of universities in Jambi City was 32 but in 2019 the number decreased to 24. There are even interesting things in Kerinci and Tebo district. In 2014 there were no universities listed, while in 2019 there were 3. This also affects the percentage of education level in each city/district.
Pengelompokan Provinsi Berdasarkan Dinamika Nasabah-Debitur BPR Syariah Mubarak, Fadhlul; Mardhotillah, Bunga; Sundara, Vinny Yuliani; Germansah, Germansah; Jiblathar, Panji
EKOMA : Jurnal Ekonomi, Manajemen, Akuntansi Vol. 5 No. 3: Maret 2026
Publisher : CV. Ulil Albab Corp

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56799/ekoma.v5i3.14569

Abstract

Penelitian ini bertujuan untuk mengelompokkan provinsi di Indonesia berdasarkan dinamika jumlah nasabah dan debitur Bank Pembiayaan Rakyat Syariah (BPRS) selama periode Februari-Oktober 2025. Data bersumber dari Otoritas Jasa Keuangan (OJK) dan dianalisis menggunakan metode K-Means Clustering dengan dua variabel utama, yaitu rata-rata jumlah nasabah dan debitur per provinsi. Proses analisis meliputi standardisasi data, penentuan jumlah klaster optimal melalui metode Elbow dan Silhouette, serta visualisasi hasil pengelompokan. Hasil penelitian menunjukkan terbentuknya tiga klaster: (i) klaster dengan aktivitas BPRS tinggi (Jawa Barat dan Jawa Timur), (ii) klaster dengan aktivitas rendah yang mencakup sebagian besar provinsi, dan (iii) klaster menengah dengan rasio debitur/nasabah relatif tinggi seperti Nusa Tenggara Barat dan Kepulauan Riau. Temuan ini mengindikasikan adanya heterogenitas antarwilayah yang signifikan, sehingga kebijakan pengembangan BPRS perlu disesuaikan dengan karakteristik masing-masing klaster. Penelitian ini memberikan kontribusi dalam perumusan strategi segmentasi berbasis data untuk meningkatkan inklusi keuangan syariah di Indonesia.