Izzah, Nurul (2020) Pemodelan Faktor-faktor yang Mempengaruhi Tingkat Partisipasi Angkatan Kerja Perempuan di Jawa Barat Menggunakan Regresi Nonparametrik Spline Truncated. Other thesis, Institut Teknologi Sepuluh Nopember.
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Abstract
Tingkat Partisipasi Angkatan Kerja (TPAK) merupakan ukuran proporsi penduduk usia kerja suatu daerah yang bergerak aktif di pasar tenaga kerja dan menjadi faktor penting dalam menggerakan pembangunan. Proses pembangunan di suatu negara tidak bisa terlepas dari peran perempuan, khususnya dalam kegiatan ekonomi. Di Jawa Barat, nilai TPAK perempuan sebesar 42,37% tahun 2018. Angka tersebut termasuk rendah jika dibandingkan dengan nilai TPAK perem-puan di daerah lain. Penyebab rendahnya TPAK perempuan dipengaruhi beberapa faktor, untuk mengetahui faktor yang mempengaruhinya dilakukan penelitian menggunakan Regresi Nonparametrik Spline Truncated. Karena pola hubungan yang ditunjukan antara persentase TPAK perempuan dengan faktor-faktor yang diduga mempengaruhinya tidak mengikuti pola tertentu. Berdasarkan nilai GCV yang paling minimum, model terbaik adalah menggunakan kombinasi titik knot (1,2,3,1). Hasil pengujian signifikansi parameter menunjukkan bahwa terdapat empat variabel yang berpengaruh signifikan terhadap persentase TPAK perempuan di Jawa Barat yaitu persentase perempuan dengan pendidikan tertinggi yang ditamatkan minimal SLTA, persentase perempuan berstatus menikah, UMK, dan PDRB per kapita. Serta hasil pengujian asumsi residual menunjukkan semua asumsi terpenuhi dengan nilai koefisien determinasi dari model sebesar 94,59%.
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Labour Force Participation Rate (LFPR) is a measure from proportion of the working age population of an area that is active in the labor force and important factor to improve development. The development process in a country can’t be separated from the role of women, especially in economic activities. In 2018 The percentage of women's LFPR in West Java is 42,37 percent. This value of women's LFPR is less than in other regions. The cause of the low in women’s LFPR is influenced by several factors, to find out the factors that influence it, a study was conducted using Truncated Nonparametric Spline Regression. Because the pattern of relations shown between the percentage of women's LFPR and the factors suspected of influencing them does not follow a certain pattern. Based on the minimum GCV value, the best model is using a knot point combination (1,2,3,1). The results of the testing of the significance of the parameters indicate four variables that have a significant effect on the percentage of women's LFPR in West Java is percentage of women's education level percentage of senior high school, percentage of women married, regional minimum wage, and GDRP. And the results of the residual assumption test show that all assumptions are fulfilled with the coefficient of determination of this model equal to 94,59%.
| Item Type: | Thesis (Other) |
|---|---|
| Additional Information: | RSSt 519.536 Izz p-1 2020 |
| Uncontrolled Keywords: | GCV, Jawa Barat, Regresi Nonparametrik Spline Truncated, TPAK Perempuan, Titik Knot. |
| Subjects: | H Social Sciences > HA Statistics H Social Sciences > HA Statistics > HA29 Theory and method of social science statistics H Social Sciences > HA Statistics > HA31.35 Analysis of variance H Social Sciences > HA Statistics > HA31.3 Regression. Correlation. Logistic regression analysis. H Social Sciences > HA Statistics > HA31.38 Data envelopment analysis. H Social Sciences > HA Statistics > HA31.7 Estimation |
| Divisions: | Faculty of Science and Data Analytics (SCIENTICS) > Statistics > 49201-(S1) Undergraduate Thesis |
| Depositing User: | Nurul Izzah |
| Date Deposited: | 13 Mar 2025 06:17 |
| Last Modified: | 13 Mar 2025 06:17 |
| URI: | http://repository.its.ac.id/id/eprint/73462 |
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