Related Experiment Video
Updated: Dec 31, 2025

An Affordable HIV-1 Drug Resistance Monitoring Method for Resource Limited Settings
Published on: March 30, 2014
Contraceptive use in Eswatini: do contextual influences matter?
Clifford Odimegwu1, Garikayi B Chemhaka1,2
1Demography and Population Studies Programme, Schools of Social Sciences and Public Health, University of the Witwatersrand, South Africa.
In Eswatini, individual factors, not community characteristics, primarily influenced modern contraceptive use among women in 2007. Further research should explore community-level influences using ethnographic methods.
Area of Science:
- Reproductive Health
- Public Health
- Sociology
Background:
- Previous research on modern contraceptive use has largely focused on individual-level determinants.
- The role of community characteristics, such as socioeconomic development, women's empowerment, and fertility norms, in shaping contraceptive use remains under-investigated.
- Understanding contextual factors is crucial for developing effective family planning interventions.
Purpose of the Study:
- To investigate community-level determinants of current modern contraceptive use in Eswatini.
- To identify factors contributing to variations in contraceptive use across communities.
- To explore the interplay between individual and community factors in modern contraceptive uptake.
Main Methods:
- Analysis of hierarchical structured subsample data from 4112 sexually experienced women from the 2007 Eswatini Demographic Health Survey.
- Application of multilevel logistic regression to assess individual and community-level factors.
- Examination of variations in modern contraceptive use across communities.
Main Results:
- In 2007, only 44.2% of sexually active women in Eswatini were using modern contraceptive methods.
- Community-level factors, including rural residence and high-fertility norms, were associated with decreased odds of contraceptive use.
- After adjusting for individual and community factors, no community-level variables significantly predicted contraceptive use; however, small but decreasing significant variation in use across communities was observed.
- Individual-level factors were found to account for contextual variability in contraceptive use.
Conclusions:
- Individual characteristics are more significant than community characteristics in explaining variations in modern contraceptive use in Eswatini.
- While community-level factors showed some association, they did not significantly predict contraceptive use after adjustment.
- Further investigation using qualitative or ethnographic methods is recommended to uncover nuanced community factors influencing modern contraceptive use.
Related Concept Videos
Birth Control Methods
Impact of Social Context on Individuals
Sexually Transmitted Infections
Factors Affecting the Risk of Infection
The integrity and count of the white blood cells help the body resist pathogens and fight infection. When impaired, it reduces the body's resistance to pathogens. The acidic pH levels of the gastrointestinal, genitourinary tracts, and skin...
Therapeutic Drug Monitoring: Affecting Factors
Bias in Epidemiological Studies

