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All Journal JOMLAI: Journal of Machine Learning and Artificial Intelligence Jurnal Bersama Pengabdian Kepada Masyarakat
Regita Audyna Siregar
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Effect of Population Density on Sex Ratio in North Sumatera Province Rahma Dhea Safitri; Rizky Nurhasanah; Regita Audyna Siregar; Victor Asido Elyakim P; Yuegilion Pranayama Purba
JOMLAI: Journal of Machine Learning and Artificial Intelligence Vol. 4 No. 2 (2025): Juni 2025
Publisher : Yayasan Literasi Sains Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55123/jomlai.v4i2.6012

Abstract

This study evaluates the effect of population density on the sex ratio in North Sumatra Province based on 2025 data. This study collected data on population size, land area, and sex ratio from each district and city in the province. Population density was calculated as the result of dividing the population by the land area, then its relationship with the distribution of male and female ratios in each region was analyzed. Data were quantitatively analyzed using statistical correlation approaches, such as Pearson correlation and simple linear regression, to identify potential relationships between density levels and sex ratio differences. The research results indicate that the relationship between population density and the sex ratio in North Sumatra Province is very weak and not statistically significant. The Pearson correlation coefficient value of -0.114 and the coefficient of determination (R²) of 0.013 show that only about 1.3% of the variation in the sex ratio can be explained by population density. These findings indicate that other factors, such as age composition, selective migration, economic structure, as well as socio-cultural factors and local policies, are more dominant in shaping the sex ratio between regions. Nevertheless, these findings provide initial insights into the social dynamics of the population as a basis for more comprehensive regional planning and demography-based development policies.
Pengenalan dan Penerapan Teknologi Informasi kepada Siswa Sekolah Dasar 122337 untuk Meningkatkan Literasi Digital Rizky Nurhasanah; Yuegilion Pranayama Purba; Rahma Dhea Safitri; Regita Audyna Siregar; Victor Asido Elyakim P
Jurnal Bersama Pengabdian Kepada Masyarakat (SAMAMAS) Vol. 1 No. 2 (2025): Juni 2025
Publisher : Yayasan Literasi Sains Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55123/samamas.v1i2.273

Abstract

This community service program aims to introduce and equip sixth-grade students at SD Negeri 122337 with fundamental digital literacy skills. Digital literacy is an essential competency in navigating the increasingly complex digital era, especially for younger generations. The program was conducted over two days by lecturers and students from STIKOM Tunas Bangsa Pematangsiantar, using participatory and engaging learning methods. The implementation strategies included interactive material delivery, hardware usage demonstrations, and hands-on practice with educational software. The results indicated a significant improvement in students' understanding of technology usage. Students not only gained functional knowledge about technology but were also trained to use it wisely and productively in both educational contexts and daily life. The evaluation was carried out qualitatively through observations and direct student feedback. This program demonstrates the effectiveness of educational approaches in enhancing digital literacy at the elementary school level. Although there were limitations in direct practical facilities, visualization and reflective discussion methods proved effective in building students' understanding and confidence. This program is an important first step in preparing the younger generation to face the challenges of the digital era.
Co-Authors Rahma Dhea Safitri Rizky Nurhasanah Victor Asido Elyakim P Yuegilion Pranayama Purba