Moderating Role of Health Services and Personnel on the Relationship between Education, Income, and Crude Birth Rate in Bogor Regency, Indonesia

Budi Susetyo, Novel Anak Lyndon, Yuggo Afrianto, Riny Kusumawati, Widyasari Widyasari, Fety Fatimah, Desmy Riani

Abstract


This study examined the factors that influence the crude birth rate (CBR) in Bogor Regency, Indonesia. The study objectives were to (1) determine the relationship between education and CBR, (2) determine the relationship between income and CBR, and (3) determine the moderating effect of healthcare services and personnel on the relationship between education and CBR. A cross-sectional survey was conducted with a sample of 259 respondents. The data were collected using a structured questionnaire. The data were analyzed using descriptive statistics, regression analysis, and moderating effect analysis. The results show that education and income have a significant impact on CBR. However, income has a non-linear relationship. Higher income can lower the CBR in the Bogor district. Health services can moderate the relationship between education and CBR. The findings of this study suggest that education and income are important factors that influence CBR in Bogor Regency.


Keywords


CBR; Government's Policy; Moderated Regression Analysis

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Aassve, A., Cavalli, N., Mencarini, L., Plach, S., & Sanders, S. (2021). Early assessment of the relationship between the COVID-19 pandemic and births in high-income countries. Proceedings of the National Academy of Sciences, 118(36), e2105709118. https://doi.org/10.1073/pnas.2105709118

Ali, F. R. M., & Gurmu, S. (2018). The impact of female education on fertility: a natural experiment from Egypt. Review of Economics of the Household, 16(3), 681–712. https://doi.org/10.1007/s11150-016-9357-6

Andriyani, A., Fatmawati, S., Ilmiah, T. Y.-J., & 2020, undefined. (2020). GAMBARAN KUALITAS LAYANAN PERSALINAN DENGAN BPJS PADA FASILITAS KESEHATAN TINGKAT PERTAMA DI SURAKARTA. Ejurnal.Stikesmhk.Ac.Id, 1. https://www.ejurnal.stikesmhk.ac.id/index.php/jurnal_ilmiah_maternal/article/view/76

Ashraf, Q. H., Weil, D. N., & Wilde, J. (2013). The Effect of Fertility Reduction on Economic Growth. Population and Development Review, 39(1), 97–130. https://doi.org/10.1111/j.1728-4457.2013.00575.x

Bailey, P., Lobis, S., Maine, D., & Fortney, J. (2009). Monitoring emergency obstetric care: a handbook. World Health Organization. https://books.google.com/books?hl=id&lr=&id=oig4bwOXXeIC&oi=fnd&pg=PP2&dq=Averting+Maternal+Death+And+Disability,+Monitoring+Emergency+Obstetric+Care,+A+Handbook&ots=tyi1nBUvKd&sig=9ZHlvPB81B_9qV4psbe_xViLXok

Carlough, M., & McCall, M. (2005). Skilled birth attendance: What does it mean, and how can it be measured? A clinical skills assessment of maternal and child health workers in Nepal. International Journal of Gynecology & Obstetrics, 89(2), 200–208. https://doi.org/10.1016/j.ijgo.2004.12.044

Chasanah, S. U. (2017). Peran petugas kesehatan masyarakat dalam upaya penurunan angka kematian ibu pasca MDGs 2015. Jurnal Kesehatan Masyarakat Andalas, 9(2), 73–79. https://doi.org/10.24893/jkma.v9i2.190

Chen, J., & Guo, J. (2022). The effect of female education on fertility: Evidence from China’s compulsory schooling reform. Economics of Education Review, 88, 102257. https://doi.org/10.1016/j.econedurev.2022.102257

Choi, Y. (2022). A decomposition of declining crude birth rate in South Korea, 1990–2015. Journal of Population Research, 39(3), 373–389. https://doi.org/10.1007/s12546-022-09287-3

Cygan-Rehm, K., & Maeder, M. (2013). The effect of education on fertility: Evidence from a compulsory schooling reform. Labour Economics, 25, 35–48. https://doi.org/10.1016/j.labeco.2013.04.015

Dyson, T. (2010). Population and Development: The Demographic Transition. In Population and Development: The Demographic Transition. Zed Books. https://doi.org/10.5040/9781350221819

Fang, H., Eggleston, K. N., Rizzo, J. A., & Zeckhauser, R. J. (2013). Jobs and kids: female employment and fertility in China. IZA Journal of Labor and Development, 2(1), 1–25. https://doi.org/10.1186/2193-9020-2-12

Godefroy, R., & Lewis, J. (2018). Does male education affect fertility? Evidence from Mali. Economics Letters, 172, 118–122. https://doi.org/10.1016/j.econlet.2018.08.028

Goldstein, J. R., Kreyenfeld, M., Jasilioniene, A., & Örsal, D. K. (2013). Fertility reactions to the “Great Recession” in Europe: Recent evidence from order-specific data. Demographic research, 29, 85–104. https://doi.org/10.4054/DemRes.2013.29.4

Husain, H. (2022). The dynamics of asymmetry among fertility, income inequality, and financial development in Bangladesh. World Development Sustainability, 1, 100014. https://doi.org/10.1016/j.wds.2022.100014

Kehinde Ogunbadejo, H., Temofeh Kanwanye, H., & Arama Zubair, A. (2021). Effects of crude birth rate on economic growth in Nigeria. Jearecons.Com, 6. http://jearecons.com/index.php/jearecons/article/view/118

Kountouris, Y. (2020). Higher education and fertility: Evidence from reforms in Greece. Economics of Education Review, 79, 102059. https://doi.org/10.1016/j.econedurev.2020.102059

Laksono, A. D., & Wulandari, R. D. (2022). The barrier to maternity care in rural Indonesia. Journal of Public Health (Germany), 30(1), 135–140. https://doi.org/10.1007/s10389-020-01274-3

Megatsari, H., Laksono, A. D., Ridlo, I. A., Yoto, M., & Azizah, A. N. (2018). Perspektif masyarakat tentang akses pelayanan kesehatan. Buletin Penelitian Sistem Kesehatan, 21(4), 247–253. https://doi.org/10.22435/hsr.v21i4.231

Neher, P. A. (1971). Peasants, Procreation, and Pensions. The American Economic Review, 61(3), 380–389. http://www.jstor.org/stable/1813434

Nyoni, T. (2018). Determinants of population growth: empirical evidence from Pakistan (1960-2017). https://mpra.ub.uni-muenchen.de/id/eprint/87522

Oktavia, W. Y., Putro, T. S., & Sari, L. (2014). Pengaruh Tingkat Pendidikan, Struktur Umur dan Kematian Bayi terhadap Fertilitas di Kota Pekanbaru. Jurnal Online Mahasiswa Fakultas Ekonomi Universitas Riau, 1(2).

Okwori, J., Ajegi, S. O., Ochinyabo, S., & Abu, J. (2015). An empirical investigation of malthusian population theory in Nigeria. Journal of Emerging Trends in Economics and Management Sciences, 6(8), 367–375. https://journals.co.za/doi/abs/10.10520/EJC174485

Ozbay Das, Z. (2020). Determinants of Fertility Rates in Turkey. International Journal of Public Administration, 43(5), 466–476. https://doi.org/10.1080/01900692.2019.1676779

Ozier, O. (2018). The Impact of Secondary Schooling in Kenya. Journal of Human Resources, 53(1), 157–188. https://doi.org/10.3368/jhr.53.1.0915-7407R

Putri, N. P. A. I., & Yasa, I. G. W. M. (2016). Pengaruh Faktor Ekonomi Dan Sosial Terhadap Jumlah Anak Yang Dilahirkan Hidup Di Kota Denpasar. E–Jurnal Ekonomi Pembangunan, 5(1), 167–194.

Radovich, E., el-Shitany, A., Sholkamy, H., & Benova, L. (2018). Rising up: Fertility trends in Egypt before and after the revolution. PLOS ONE, 13(1), e0190148. https://doi.org/10.1371/journal.pone.0190148

Rainey, J. J., Watkins, M., Ryman, T. K., Sandhu, P., Bo, A., & Banerjee, K. (2011). Reasons related to non-vaccination and under-vaccination of children in low and middle-income countries: Findings from a systematic review of the published literature, 1999–2009. Vaccine, 29(46), 8215–8221. https://doi.org/10.1016/j.vaccine.2011.08.096

Salvati, L., Benassi, F., Miccoli, S., Rabiei-Dastjerdi, H., & Matthews, S. A. (2020). Spatial variability of total fertility rate and crude birth rate in a low-fertility country: Patterns and trends in regional and local scale heterogeneity across Italy, 2002–2018. Applied Geography, 124, 102321. https://doi.org/10.1016/j.apgeog.2020.102321

Samari, G. (2019). Education and fertility in Egypt: Mediation by women’s empowerment. SSM - Population Health, 9, 100488. https://doi.org/10.1016/j.ssmph.2019.100488

Sharma, S., Durand, R. M., & Gur-Arie, O. (1981). Identification and Analysis of Moderator Variables. Journal of Marketing Research, 18(3), 291–300. https://doi.org/10.1177/002224378101800303

Simon, J. (2018). The Economics of Population (J. L. Simon (ed.)). Routledge. https://doi.org/10.4324/9781351291521

Sudibia, I. K., Dewi, I. G. A. M., & Rimbawan, I. N. D. (2015). Faktor-faktor yang Mempengaruhi Menurunnya Usia Kawin Pertama di Provinsi Bali. Piramida, 11(2), 43–58. http://download.garuda.kemdikbud.go.id/article.php?article=1342857&val=933&title=FAKTOR-FAKTOR YANG MEMPENGARUHI MENURUNNYA USIA KAWIN PERTAMA DI PROVINSI BALI

Tartiyus, E., Dauda, T., and A. P.-I. J. of H., & 2015, undefined. (2015). Impact of population growth on economic growth in Nigeria. IOSR Journal of Humanities and Social Science (IOSRJHSS), 20(4), 115–123. https://doi.org/10.9790/0837-2045115123

Zakaria, M., Fida, B. A., Janjua, S. Y., & Shahzad, S. J. H. (2017). Fertility and Financial Development in South Asia. Social Indicators Research, 133(2), 645–668. https://doi.org/10.1007/s11205-016-1382-6




DOI: https://doi.org/10.18196/jgpp.v11i2.18595

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