Socio-economic Correlates of Marital Status and Marriage Timing Among Adult Men in Nigeria

There is a gradual tendency towards prolonged bachelorhood among men in Nigeria. Studies have linked this to socio-economic factors, but this evidence is sparsely explored in the context of Nigeria. Hence, this study fills the knowledge gap. The 2016/17 Nigeria Multiple Indicator Cluster Survey data of 7803 adult men (aged 18–34 years) was analysed by using descriptive and fitting binary logitic regression and Cox regression models. Results show that slightly more than one-third of adult men in Nigeria (35%) had a marriage history and their median age at first marriage was about 24 years. Educated men (than the uneducated) and those in middle wealth group (than the poor men) were less likely to have ever been married and to delay marriage, respectively. Wealthy men were more likely to delay marriage. Employed men were more likely to have a marriage history and to delay marriage.

Determinants of desire for more children among women in Ethiopia

Background Desire for more children has an impact on couple’s fertility behaviors. It can be a precursor of actual fertility performance. However, the desire for more children is declining over time in Ethiopia. Therefore, this study aimed to identifying the determinants of the desire for more children among women in Ethiopia. Methods The 2016 Ethiopian Demographic and Health Survey data were used for the analysis. The sample consisted of 15,683 women. The binary logistic regression model was used to assess the determinants of desire for more children among women in Ethiopia. The results are presented as crude odds ratios (COR) and adjusted odds ratios (AOR) together with their corresponding 95% confidence intervals. Results No education (having no formal education) (AOR = 1.85, 95% CI 1.61–2.13), attained primary education (AOR = 1.62, 95% CI 1.43–1.83), age at first marriage 10–19 years (AOR = 1.80, 95% CI 1.27–2.54), Orthodox religion (AOR = 1.48, 95% CI 1.01–2.19), Catholic religion (AOR = 2.15, 95% CI 1.17–3.97), Muslim religion (AOR = 1.70, 95% CI 1.15–2.50), living in Amhara (AOR = 1.45, 95% CI 1.18–1.78), Oromia (AOR = 2.10, 95% CI 1.73–2.54), Benishangul (AOR = 1.17, 95% CI 1.01–1.45), SNNPR (AOR = 1.30, 95% CI 1.05–1.60), Gambela (AOR = 1.25, 95% CI 1.02–1.57), Harari (AOR = 2.24, 95% CI 1.82–2.76), ideal number of children four or fewer (AOR = 0.47, 95% CI 0.42–0.53), number of living children four or fewer (AOR = 2.12, 95% CI 1.90–2.37), and not use of contraceptives (AOR = 1.51, 95% CI 1.35–1.68) were associated with a higher desire for more children. Conclusion This finding showed that the age of women, educational level, age at first marriage, religion, region, occupation, ideal number of children, number of living children, and use of contraceptives were significant determinants of desire for more children. Therefore, it is important to adopt programs to encourage the desire for more children, implement policies in an attempt to increase the total fertility rate in Ethiopia ought to critically consider these factors. Moreover, continuous education and knowledge on reproductive health will help for better fertility behaviour for the women.

SURVIVAL ANALYSIS TO DETERMINE AGE TO GIVE FIRST BIRTH IN WOMEN IN EAST JAVA USING EXTENDED COX REGRESSION

The age of a woman when giving birth to her first child needs to be a concern because it is related to the safety of the mother and baby. A woman being too young or too old increases the risk of death for both the mother and baby. Every woman giving birth for the first time is likely to experience psychological disorders such as anxiety and excessive fear during labor, and even postpartum depression. Given the importance and possible extent of the consequences of women giving birth for the first time, this study intended to assess the factors that influence the age at first birth, especially amongst women of childbearing age in East Java. These factors include the age at first marriage, education, and region. The method used was the extended Cox regression model. The analysis shows that the age at first marriage and education are factors that significantly influence the age at first birth. The more mature the age at first marriage, the more mature the age at first birth. Likewise, the higher the educational status, the higher the potential for giving birth to a first child over the age of 23, especially amongst women who graduated high school and university.

Correlates and Consequences of Delayed Marriage in Malaysia

This paper aims to examine the correlates of age at first marriage and the consequences of late marriage. Data for this paper were drawn from the 2014 Malaysian Population and Family Survey. Simple cross-tabulation and multiple classification analysis were used for the analysis. Age at marriage of women varied across socio-economic groups. Among the ethnic groups, the Other Bumiputera entered marriage earliest, followed by the Malays, Indians and Chinese. Age at marriage was positively associated with urbanisation, educational level, and women’s autonomy in marriage. The assumption of modern norms and ideas, and escalating cost of marriage are important determinants of marriage postponement. Late marriage has a direct impact on demographic outcomes, resulting in ultra-low fertility for some groups of the population. Marriage postponement has positive socio-economic outcomes for individuals. However, postponing marriage beyond the prime reproductive age may result in some reproductive health problems.

The marriage age U-shape

In this paper, I address the U-shaped dynamics (a decrease followed by an increase) in the age at first marriage during the twentieth century. First, I show that the U-shaped dynamics have been steeper in Western that in other countries. Second, I find that these dynamics in the West are strongly related to the post-World War II (WWII) economic growth. By contrast, in the nineteenth and the first half of the twentieth centuries age of marriage was much less correlated across Western countries. I propose a simple model where age of marriage is a function of search frictions and married women's labor force participation. Both factors put together generate U-shaped dynamics as a result of an industrial boom that mimics the post-WWII Western economic development.

Spatial distribution and determinants of undernutrition among reproductive age women of Ethiopia: A multilevel analysis

Introduction Malnutrition is one of the most devastating problems in Ethiopia and is inextricably linked with poverty. Women in the reproductive age group and children are most vulnerable to malnutrition due to low dietary intakes, inequitable distribution of food within the household, improper food storage and preparation, dietary taboos, infectious diseases, and care. Therefore, this study aimed to assess the spatial distribution and determinants of undernutrition among reproductive age of Ethiopia. Methods The study was based on the 2016 Ethiopian Demographic and Health Survey. The study included a total sampled weight of 15,139 women aged 15–49 years. The ArcGIS version 10.7 and SaTScan version 9.6 statistical software were used for exploring the spatial distribution of undernutrition. A multilevel logistic regression model was fitted to determine the individual and community level factors associated with women undernutrition. Finally, the factors which were significant at 95% confidence interval were reported. Result The spatial analysis revealed that women undernutrition was significantly varied across the country. The SaTScan analysis identified a total of 144 significant hotspot areas of maternal undernutrition with three significant spatial windows. Of these, 134 clusters were primary. The primary spatial window was identified in the southeast Tigray, northwest Afar, central and north Amhara regions (LLR = 57.48, P<0.01, RR = 1.51). Age at first marriage (AOR = 1.57: CI 1.33, 1.99), middle wealth index (AOR = 3.15: CI 1.4, 6.97), rural residence (AOR = 2.82: CI 1.22, 6.52), being in Afar region, Tigray region and Harari region (AOR = 4.88: CI 1.71, 13.91), (AOR = 4.17: CI 1.57, 11.06) and (AOR = 3.01: CI 1.05, 8.68) respectively were significantly associated with women undernutrition. Conclusion In Ethiopia, undernutrition had significant spatial variations across the country. Residence, age at first marriage, wealth index and region were significantly associated with undernutrition. Therefore, public health interventions that reduce reproductive age women undernutrition and enhance women awareness towards undernutrition in hotspot areas of undernutrition is crucial.

Application of Multinomial Logistic Regression Model on Factors That Affects The Need for Children Among Ethiopian Women

Background: Need for children (desire for children), is one of the major factors influencing the population dynamics. Like other fertility preferences, it is not fixed but changes over the family life course in respect to actual fertility experiences and outcomes. The objective of this study was to identify socio-economic and demographic factors that affect the need for another child (desire for more children) among Ethiopian women of reproductive age (15-49).Methods: The study was based on Ethiopian Demographic and Health Survey (EDHS), 2016 data. A total of 15,683 women with complete information were considered in the study. A Multinomial Logistic Regression Model, a family of generalized non-linear models, were used to identify determinant factors for the need to children (desire for children) among women in Ethiopia using STATA 14 and SPSS 23.Results: Results showed that among the reproductive age women’s 65.51% were need to have childe, and their average age was 25.05, 27.18% were don’t like to have child and their average age was 35.73, the rest 7.31% of the women were not decide where they need children or not and their average age was 24.8. From multinomial logistic regression model, Region, contraception using (for yes 0.658293 (0.58889, 0.73586) for undecided 0.6310024 (0.50151, 0.79394)), marital status, age of women (for yes 0.896552 (0.88968, 0.90348) for undecided 0.9282431 (0.91632, 0.94033)), number of living children, religion, age at first marriage ( for yes1.057528 (1.04363, 1.07161) for undecided 1.041 (1.01434, 1.06836)), wealth index, women’s employment and women’s education were significant effect on the need for children among Ethiopian women.Conclusions: This study was based on a nationwide large sample demographic and survey conducted by the Ethiopian Statistical Agency. The study has empirically investigated and identified the determinants factors that affect the need for children among Ethiopian women. The multinomial logistic regression model analysis identified that variables such as marital status, contraception using, number of living children, age at first marriage and age of women play vital role in deciding on weather women need to have children or not. Region contraceptive using women’s employment, women’s education level and number of living children have negatively associated with outcome variable.

Faktor-faktor yang mempengaruhi fertilitas di Kampung Keluarga Berencana (KB) di Kecamatan Muara Bulian Kabupaten Batanghari

The purpose of this study was to determine the profile of the Family Planning Village in Muara Bulian District, Batanghari Regency, to determine the characteristics of EFA in the Family Planning Village in Muara Bulian District, Batanghari Regency, to analyze the influence of the level of age at first marriage, family income, education, employment status. in Muara Bulian District, Batanghari Regency. The analytical tool used descriptive analysis to analyze data by describing or describing the data and multiple regression analysis. The results of the analysis of this study are that the results of the research that have been carried out on the factors that influence fertility in the Family Planning Village of Batanghari Regency, it is found that the Age of First Marriage, women who have a fertility opportunity of more than 2 have an essential effect in increasing the birth rate. Income, women with a fertility opportunity of more than 2 have an important influence in improving fertility. Junior high school education, in this study, women who have low education do not affect the opportunity to increase fertility. SLTA + education, in this study, women who have higher education do not affect increasing fertility. Employment status, in this study, women who work do not affect increasing fertility.

Modeling the Determinant of Time to Age at First Marriage among Women in Ethiopia using Cox models with mixed effects

Background Time to age at first marriage of women is the duration of time until the age at which they started living with their first partner. Time to age at first marriage is widely considered a proxy indicator for the age at which women begin to be exposed to the risks inherent in sexual activity. The purpose is to model the determinant of time to age at first marriage among women in Ethiopia using Cox models with mixed effects. Methods The 2016 EDHS sample was selected using a two-stage cluster design. The data set in this study were obtained from the Demography and Health survey conducted in Ethiopia in 2016. In this study, we used Cox models with mixed effects. Results Of all 15,683 women aged 15–49, 11,405(72.72%) were married and the median & mean age at first marriage for women living in Ethiopia were 17 years and 18 years respectively. Conclusions Based on the AIC criterion Cox frailty survival model (log-normal frailty distribution) was selected among Cox models with mixed effects as a better fit for the dataset. Analyzing based on the selected model showed that residence of women, educational level of women, head occupation, work status of women & head educational level were the most significant factors and religion of women, access to media of women & wealth index of a household were not significant factors at 5% level of significance. The clustering effect was significant and hence there was heterogeneity among the regions on age at first marriage.