Latent Class Analysis of Reproductive Decision Making in Zambia

2012 ◽  
Vol 11 (3) ◽  
pp. 371-383
Author(s):  
Vijayan K. Pillai ◽  
Diana Opollo

Abstract Coale (1973) pointed out that a first step in the transition to modern contraceptive use involves making calculated choices with respect to fertility and use of contraception. As women become aware of the fertility choices, they are likely to actively seek information and become engaged in reproductive decision making. Research studies on the role of social network on contraceptive decision making in Zambia are few and far. The objective of this study is to examine women’s strategies and approaches to fertility decision making in Zambia. The sample is gathered from two poor income neighborhoods in Kitwe, Zambia. The sample consists of women from 163 households. Latent class analysis provides a useful technique for identifying the presence of distinct strategies with respect to birth control. Though several heterogeneous categories with respect to various reproductive strategies were expected, only two categories were identified. The first category (latent class) is composed of women who engage in spousal communication with respect to fertility, acquire information though seeking and receiving advices from close social relations on reproductive issues, and are aware of the high cost of raising children. Implications of our finding for family planning programs are discussed.

2021 ◽  
Vol 18 (1) ◽  
Author(s):  
Chunyan Yu ◽  
Chaohua Lou ◽  
Qiguo Lian ◽  
Xiaowen Tu ◽  
Jiashuai Zhang ◽  
...  

Abstract Background Studies on very young adolescents’ romantic and sexual experiences would help inform the context in which early sex arises. However, such studies are scant in China due to sparse data and cultural issues. Method This study used the GEAS baseline data conducted among1776 adolescents in Shanghai. Multi-group latent class analysis was used to explore adolescents’ romantic and sexual experiences patterns and subgroups. Multi-nominal logistic regression was performed to identify the factors distinguishing different subgroups subsequently. Results There were gender differences in the lifetime prevalence for very young adolescents’ romantic and sexual-related behaviors. The Multi-group latent class analysis indicated that the participants could be classified into three classes: general group, early romance group, and sex exploratory group. Multi-nominal logistic regression showed youth in the early romance group were more likely to had friends of both gender, ever had a romantic relationship, and had more autonomy in deciding where to go than the general group; while male respondents in the sex exploratory group were older, ever had a romantic relationship, believed that boys should be more sexually active and more proactive than girls, had more autonomy on deciding where to go, and perceived less school connection and neighborhood cohesion. Female respondents in the sex exploratory group were older and less empowered in decision-making than the general group. Conclusions The result provides a picture of romantic and sexual behavior patterns among both gender of very young adolescents in China. Current sex education needs not only to be culturally appropriate but also to address the harm of gender inequality and stereotypes, as well as to provide accessible and supportive services to help young adolescents personalize their received information and strengthen their skills in communication, decision making, and critical thinking.


2012 ◽  
Vol 45 (2) ◽  
pp. 145-166 ◽  
Author(s):  
A. BASCHIERI ◽  
J. CLELAND ◽  
S. FLOYD ◽  
A. DUBE ◽  
A. MSONA ◽  
...  

SummaryThere is now widespread agreement on the importance of men's role in reproductive decision-making. Several studies have argued that fertility preferences and their translation into behaviour differ between polygamous and monogamous unions. Studies investigating the dominance of men's preferences over women's preferences, in cases of couple disagreement, found mixed evidence of the effect of polygamy. However, an often cited limitation of these studies has been the inability to link husband's intention with each of his wives in a polygamous union. By adding fertility-intention questions to an on-going Demographic Surveillance Site in Karonga District in northern Malawi the fertility preferences and contraceptive use of husbands and wives were investigated. An analysis of the relationship between the level of agreement and disagreement between husbands' and wives' fertility preferences was then performed to gain insight into the reproductive decision-making process of polygamous couples.


2009 ◽  
Author(s):  
Tomoko Udo ◽  
Jennifer F. Buckman ◽  
Marsha E. Bates ◽  
Evgeny Vaschillo ◽  
Bronya Vaschillo ◽  
...  

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