Modern contraceptive use and associated factors among reproductive-age women in Ethiopia: multilevel analysis evidence from 2019 Ethiopia mini demographic and health survey
- PMID: 37433665
- DOI: 10.1080/14767058.2023.2234067
Modern contraceptive use and associated factors among reproductive-age women in Ethiopia: multilevel analysis evidence from 2019 Ethiopia mini demographic and health survey
Abstract
Background: Despite the high fertility and population growth rates, the use of modern contraceptives remains low in low- and middle-income countries. Different pocket-sized studies on the use of modern contraceptive methods conducted in various parts of Ethiopia have been extremely varied and ambiguous. Therefore, this study aimed to assess modern contraceptive use and its associated factors in women of reproductive age in Ethiopia.
Methods: Cross-sectional data from the Ethiopia Interim Demographic Health Survey (EMDHS) 2019 in a stratified, two-stage, and cluster sampling study. Multilevel binary logistic regression analysis was used to fit the associated factors. The interclass correlation (ICC), median odds ratio (MOR), proportional change variance (PVC), and deviance were used for model comparison and fitness. The adjusted odds ratio (AOR) with 95% confidence interval (CI) was used to identify the significant factors of modern contraceptive use.
Result: The multilevel analysis demonstrated that Orthodox religion [AOR = 1.7; 95%CI: 1.4-2.10] protestant religion [AOR = 1.2; 95%CI: 0.93-1.62], married [AOR = 4.2; 95%CI: 1.93-9.07], primary education [AOR = 1.5; 95%CI: 1.26-1.76], secondary education [AOR = 1.36; 95%CI: 1.04-1.77 [AOR = 1.89; 95%CI: 1.37-2.61], middle [AOR = 1.4; 95%CI: 1.14-1.73], rich [AOR = 1.3; 95%CI: 1.06-2.68] were positively associated with modern contraceptive utilization, while the age group of 40-49 [AOR = 0.45, 95% CI: 0.34-0.58], and high community poverty [AOR = 0.62; 95%CI: 0.46-0.83] were negatively associated with modern contraceptive utilization.
Conclusion: The prevalence of modern contraception in Ethiopia remains low. Maternal age, religion, maternal education, marital status, wealth index, region, and community poverty were significant predictors of modern contraceptive utilization in Ethiopia. Governments and non-governmental organizations should expand their public health programs to poorer communities to increase the use of modern contraception in the country.
Keywords: EDHS; Ethiopia; Modern contraceptives; Women; multilevel; reproductive age.
Similar articles
-
Individual and community level factors associated with modern contraceptive utilization among married women in the emerging region of Ethiopia: a multilevel mixed effects analysis of the 2019 Ethiopia Mini-Demographic and health survey.BMC Womens Health. 2023 Dec 7;23(1):652. doi: 10.1186/s12905-023-02822-1. BMC Womens Health. 2023. PMID: 38062400 Free PMC article.
-
Individual and community level factors associated with modern contraceptive utilization among women in Ethiopia: Multilevel modeling analysis.PLoS One. 2024 May 16;19(5):e0303803. doi: 10.1371/journal.pone.0303803. eCollection 2024. PLoS One. 2024. PMID: 38753736 Free PMC article.
-
Geographic variation and associated factors of long-acting contraceptive use among reproductive-age women in Ethiopia: a multi-level and spatial analysis of Ethiopian Demographic and Health Survey 2016 data.Reprod Health. 2021 Jun 10;18(1):122. doi: 10.1186/s12978-021-01171-2. Reprod Health. 2021. PMID: 34112194 Free PMC article.
-
Spatial variations and multilevel mixed effect analysis on determinants factors of modern contraceptive utilization among reproductive age women in Ethiopia; proven by Ethiopian mini demographic health survey 2019.BMC Womens Health. 2023 Feb 22;23(1):77. doi: 10.1186/s12905-022-02030-3. BMC Womens Health. 2023. PMID: 36814235 Free PMC article.
-
Trends and Determinants of Non-Utilization of Modern Contraception in Ekiti State, Nigeria: A Ten-Year Review.J Mother Child. 2023 Aug 7;27(1):42-51. doi: 10.34763/jmotherandchild.20232701.d-22-00067. eCollection 2023 Jun 1. J Mother Child. 2023. PMID: 37545135 Free PMC article. Review.
Cited by
-
Utilization of modern contraceptive methods among women of reproductive age in Senegal: A multilevel mixed-effects analysis.PLoS One. 2025 May 20;20(5):e0323899. doi: 10.1371/journal.pone.0323899. eCollection 2025. PLoS One. 2025. PMID: 40392862 Free PMC article.
-
Determinants of the use of modern contraceptives among women of reproductive age group in Ethiopia: A multi-level mixed effects analysis.PLoS One. 2024 Jul 5;19(7):e0306635. doi: 10.1371/journal.pone.0306635. eCollection 2024. PLoS One. 2024. PMID: 38968272 Free PMC article.
-
Spatial disparities and determinants of modern contraceptive use among reproductive age women in Ethiopia: application of multilevel spatial analysis.Front Glob Womens Health. 2025 Apr 23;6:1505789. doi: 10.3389/fgwh.2025.1505789. eCollection 2025. Front Glob Womens Health. 2025. PMID: 40337010 Free PMC article.
-
Effect modification of socioeconomic status in the association between contraception methods and couple's education: A secondary analysis of PDHS 2017-18.PLOS Glob Public Health. 2024 Jul 5;4(7):e0003424. doi: 10.1371/journal.pgph.0003424. eCollection 2024. PLOS Glob Public Health. 2024. PMID: 38968214 Free PMC article.
-
Modern contraceptive utilization among women of reproductive age in Ghana: a multilevel mixed-effect logistic regression model.Contracept Reprod Med. 2024 Sep 27;9(1):46. doi: 10.1186/s40834-024-00310-x. Contracept Reprod Med. 2024. PMID: 39334465 Free PMC article.
MeSH terms
Substances
LinkOut - more resources
Full Text Sources