Determinants of Exclusive Breastfeeding by Breastfeeding Mothers Working with the ID3 Algorithm
Article Sidebar
Main Article Content
Abstract
Exclusive breastfeeding is an important activity in preparing quality generations in the future. Nutrients in the form of sufficient breast milk consumed by infants can affect the growth and development of infants. The source of energy in the form of protein, vitamins and minerals in breast milk is the main source for infants. The 2017 IDHS shows that the coverage of breastfeeding for infants aged < 6 months in Indonesia has generally increased in recent years, reaching 52%. this percentage decreases with the age of the child, for children aged < 1 month the percentage is 67%, this figure decreases to 55% in children aged 2-3 months and decreases to 38% in children aged 4-5 months. One of the obstacles to breastfeeding is a working mother. The purpose of the study was to determine the determinants of breastfeeding during the new normal period by breastfeeding mothers who work with the ID3 algorithm with the method and type of research carried out in this study using a quantitative approach. Quantitative data analysis was carried out in this study using the ID3 Algorithm. The results of the research using the ID3 algorithm found that the determinants of ASIX were obtained from 6 variables: age, education, knowledge, facilities, income and family support, it was found that the knowledge variable was the variable that most influenced the achievement of ASIX in working mothers. As for the income variable, support facilities and education are the accompanying variables. The conclusion of this study is that if the knowledge is good, the variable that becomes the main contributor is income. If there are facilities in the workplace, then the possibility of giving ASIX is achieved, but if there are no facilities in the workplace, family support and the mother's latest education will be seen.
Article Details
This work is licensed under a Creative Commons Attribution 4.0 International License.
References
[2] Fitri, D. I., Chundrayetti, E., & Semiarty, R. (2014). Hubungan pemberian ASI dengan tumbuh kembang bayi umur 6 bulan di Puskesmas Nanggalo. Jurnal Kesehatan Andalas, 3(2). DOI: https://doi.org/10.25077/jka.v3i2.51
[3] Nuzulia, F. (2013). Hubungan antara dukungan keluarga dengan pemberian ASI eksklusif pada bayi di Desa Bebengan Kecamatan Boja Kabupaten Kendal. Jurnal keperawatan maternitas, 1(1).
[4] World Health Organization. (2011). Exclusive breastfeeding for six months best for babies everywhere
[5] Safitri, A., & Puspitasari, D. A. (2018). Upaya peningkatan pemberian ASI eksklusif dan kebijakannya di Indonesia. Penelitian Gizi dan Makanan (The Journal of Nutrition and Food Research), 41(1), 13-20. DOI: https://doi.org/10.22435/pgm.v41i1.1856
[6] Labbok, M., & Krasovec, K. (1990). Toward consistency in breastfeeding definitions. Studies in family planning, 21(4), 226-230.
[7] Sartono, A., & Utaminingrum, H. (2012). Hubungan Pengetahuan Ibu, Pendidikan Ibu dan Dukungan Suami dengan Praktek Pemberian Asi Eksklusif di Kelurahan Muktiharjo Kidul Kecamatan Telogosari Kota Semarang. Jurnal Gizi, 1(1). DOI: https://doi.org/10.26714/jg.1.1.2012.%25p
[8] Rahmadhani, E. P., Lubis, G., & Edison, E. (2013). Hubungan pemberian ASI eksklusif dengan angka kejadian diare akut pada bayi usia 0-1 tahun di Puskesmas Kuranji Kota Padang. Jurnal Kesehatan Andalas, 2(2), 62-66. DOI: https://doi.org/10.25077/jka.v2i2.120
[9] Partiwi, A. N., & Purnawati, J. (2009). Kendala Pemberian ASI eksklusif dan Cara Mengatasinya. Laman web: http://www. idai. or. id/asi. asp [diakses tanggal 23 Oktober 2016].
[10] Susanti, N. (2011). Peran ibu menyusui yang bekerja dalam pemberian ASI eksklusif bagi bayinya. EGALITA. DOI: https://doi.org/10.18860/egalita.v0i0.2122
[11] Septiani, H. U., Budi, A., & Karbito, K. (2017). Faktor-faktor yang berhubungan dengan pemberian ASI eksklusif oleh ibu menyusui yang bekerja sebagai tenaga kesehatan. Aisyah: Jurnal Ilmu Kesehatan, 2(2), 217373.
[12] Hikmatulloh, H., Rahmawati, A., Wintana, D., & Ambarsari, D. A. (2019). Penerapan Algoritma Iterative Dichotomiser Three (Id3) Dalam Mendiagnosa Kesehatan Kehamilan. Klik-Kumpulan Jurnal Ilmu Komputer, 6(2), 116.