Analisis Faktor-Faktor Yang Mempengaruhi Pemilihan Kontrasepsi di Jawa Timur Menggunakan Regresi Logistik Multinomial

Rianasari, Brianita (2023) Analisis Faktor-Faktor Yang Mempengaruhi Pemilihan Kontrasepsi di Jawa Timur Menggunakan Regresi Logistik Multinomial. Other thesis, Institut Teknologi Sepuluh Nopember.

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Abstract

Pertumbuhan penduduk yang terus menerus dapat menimbulkan permasalahan di masyarakat, sehingga pertumbuhan penduduk harus dikendalikan. Program Keluarga Berencana (KB) merupakan salah satu program pemerintah untuk mengendalikan jumlah penduduk, dimana metode yang digunakan adalah penggunaan kontrasepsi. Berdasarkan SUSENAS 2022, kontrasepsi yang paling banyak digunakan oleh wanita berusia 15-49 tahun yang pernah kawin dan sedang menggunakan kontrasepsi di Jawa Timur adalah suntikan, pil, dan IUD. Penelitian dilakukan untuk mendeskripsikan karakteristik wanita pengguna kontrasepsi dan untuk mendapatkan model dari faktor-faktor yang mempengaruhi wanita dalam memilih kontrasepsi menggunakan metode regresi logistik multinomial. Karakteristik menunjukkan bahwa dari 11.727 wanita usia 15-49 tahun yang pernah kawin dan sedang menggunakan kontrasepsi, paling banyak menggunakan kontrasepsi jenis suntikan (55,40%), pil (17,87%), dan IUD (10,06%). Dengan menggunakan regresi logistik multinomial, didapatkan variabel usia, pendidikan terakhir wanita, pendidikan terakhir suami, sumber penggunaan kontrasepsi, dan tempat tinggal berpengaruh signifikan terhadap model. Model yang didapat memiliki nilai ketepatan klasifikasi sebesar 76,7%.
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Continuous population growth can cause problems in society, so population growth must be controlled. The Keluarga Berencana’s Program (KB) is one of the government's programs to control the population, where the method used is the use of contraception. Based on the 2022 SUSENAS, the most commonly used contraception by women aged 15-49 who have ever been married and are currently using contraception in East Java are injections, pills, and IUDs. This research was conducted to describe the characteristics of women who use contraception and to obtain a model of the factors that influence women in choosing contraception using the multinomial logistic regression method. The characteristics show that out of 11,727 women aged 15-49 who have ever been married and are currently using contraception, the most use of contraceptives are injections (55.40%), pills (17.87%), and IUDs (10.06%). By using multinomial logistic regression, it was found that the variables of age, the last education of the woman, the last education of the husband, the source of contraceptive use, and place of residence had a significant effect on the model. The model obtained has a classification accuracy value of 76.7%.

Item Type:	Thesis (Other)
Uncontrolled Keywords:	Kontrasepsi, Program KB, Regresi Logistik Multinomial, Contraceptive, KB Program, Multinomial Logistic Regression.
Subjects:	H Social Sciences > HA Statistics H Social Sciences > HA Statistics > HA29 Theory and method of social science statistics H Social Sciences > HA Statistics > HA31.3 Regression. Correlation Q Science Q Science > Q Science (General)
Divisions:	Faculty of Science and Data Analytics (SCIENTICS) > Statistics > 49201-(S1) Undergraduate Thesis
Depositing User:	BRIANITA RIANASARI
Date Deposited:	05 Oct 2023 04:39
Last Modified:	05 Oct 2023 04:39
URI:	http://repository.its.ac.id/id/eprint/104407

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