Discipline of Economics, School of Accounting, Finance and Economics, The University of the South Pacific, Suva, Fiji.
PLoS One. 2021 Sep 22;16(9):e0257570. doi: 10.1371/journal.pone.0257570. eCollection 2021.
In this study, we seek to perform macro analysis of fertility in a panel of 6 selected Pacific Island Countries (PICs, hereafter). The macro analysis with secondary data, mostly obtained from World Bank database, stretched over the period 1990-2019 was stacked randomly in a balanced panel set-up, within which the most preferred fixed effect model is used for multivariate analysis. Pooled OLS and Random effect estimation techniques were applied for comparing results. Categories such as women's empowerment, health, connectivity and cost of living were used to classify proxy variables as regressors for fertility determination. The results indicate variables such as contraceptive prevalence rate, female labour force participation rate and consumer price index (inflation) are negatively correlated with fertility at 1% level, while urbanisation is negatively correlated with fertility rate only at 10% significance level. Real GDP has negative relationship with fertility, however it is not statistically significant. Variables that are positively correlated with fertility but hold limited to no significance effects are female secondary enrolment, female population, mobile subscription and infant mortality rate. It is implied that those variables that are negatively associated with fertility, as well as Real GDP will be the major drivers for achieving replacement level fertility in the long run.
在这项研究中,我们试图对 6 个选定的太平洋岛国(以下简称 PICs)的生育情况进行宏观分析。使用二次数据的宏观分析,主要从世界银行数据库获得,在 1990 年至 2019 年期间随机堆积在平衡面板设置中,其中最优选的固定效应模型用于多变量分析。应用了混合 OLS 和随机效应估计技术来比较结果。将妇女赋权、健康、连通性和生活成本等类别用作分类代理变量的回归因子,以确定生育率。结果表明,避孕药具普及率、女性劳动力参与率和消费者价格指数(通货膨胀)等变量与生育率呈负相关,在 1%的水平上显著,而城市化水平仅在 10%的水平上与生育率呈负相关。实际 GDP 与生育率呈负相关,但在统计上不显著。与生育率呈正相关但影响有限或没有意义的变量是女性中学入学率、女性人口、移动订阅和婴儿死亡率。这意味着,从长期来看,与生育率呈负相关的变量以及实际 GDP 将是实现替代水平生育率的主要驱动力。