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Individual and community level associates of contraceptive use in Ethiopia: a multilevel mixed effects analysis
BACKGROUND: Family planning is one of the four pillars of safe motherhood initiative to reduce maternal death in developing countries. Despite progress in contraceptive use, unmet needs are wide open and fertility remains high. Ethiopia have a higher fertility rate which contributes to maternal and...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6820945/ https://www.ncbi.nlm.nih.gov/pubmed/31687139 http://dx.doi.org/10.1186/s13690-019-0371-z |
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author | Abate, Masrie Getnet Tareke, Amare Abera |
author_facet | Abate, Masrie Getnet Tareke, Amare Abera |
author_sort | Abate, Masrie Getnet |
collection | PubMed |
description | BACKGROUND: Family planning is one of the four pillars of safe motherhood initiative to reduce maternal death in developing countries. Despite progress in contraceptive use, unmet needs are wide open and fertility remains high. Ethiopia have a higher fertility rate which contributes to maternal and child health destitution, putting pressure on the already weak health system. This study examined individual and community-level factors associated with contraceptive use in Ethiopia. METHODS: Data from Ethiopian Demographic and Health Survey 2016 were used to identify individual and community level associated factors among reproductive-age women. Non-pregnant, fecund and sexually active women aged 15–49 were included. Six hundred forty-two communities and 6854 women were involved from this two-stage cluster sampled data. The analysis was done using two-level mixed-effects logistic regression to determine fixed effects of individual and community-level factors and random intercept of between characteristics. RESULTS: From the total eligible women for contraceptive use 2393 (34.9%) of them were users. Injectables were the commonest of all contraceptive methods. Various individual-level variables were associated with contraceptive use. Household wealth index, women’s age, number of living children, husband’s occupation, ever experience of a terminated pregnancy, current working status of the women, number of births in the last 3 years, and hearing of FP messages through different media were significantly associated individual-level variables after adjusting other factors. Community characteristics like region, place of residence, religion, and community-level wealth were the factors associated with contraceptive use. CONCLUSION: Both individual and community-level characteristics were significant predictors of use of contraceptives in Ethiopian women. Besides the individual-level factors, interventions should also consider community-level associates. |
format | Online Article Text |
id | pubmed-6820945 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-68209452019-11-04 Individual and community level associates of contraceptive use in Ethiopia: a multilevel mixed effects analysis Abate, Masrie Getnet Tareke, Amare Abera Arch Public Health Research BACKGROUND: Family planning is one of the four pillars of safe motherhood initiative to reduce maternal death in developing countries. Despite progress in contraceptive use, unmet needs are wide open and fertility remains high. Ethiopia have a higher fertility rate which contributes to maternal and child health destitution, putting pressure on the already weak health system. This study examined individual and community-level factors associated with contraceptive use in Ethiopia. METHODS: Data from Ethiopian Demographic and Health Survey 2016 were used to identify individual and community level associated factors among reproductive-age women. Non-pregnant, fecund and sexually active women aged 15–49 were included. Six hundred forty-two communities and 6854 women were involved from this two-stage cluster sampled data. The analysis was done using two-level mixed-effects logistic regression to determine fixed effects of individual and community-level factors and random intercept of between characteristics. RESULTS: From the total eligible women for contraceptive use 2393 (34.9%) of them were users. Injectables were the commonest of all contraceptive methods. Various individual-level variables were associated with contraceptive use. Household wealth index, women’s age, number of living children, husband’s occupation, ever experience of a terminated pregnancy, current working status of the women, number of births in the last 3 years, and hearing of FP messages through different media were significantly associated individual-level variables after adjusting other factors. Community characteristics like region, place of residence, religion, and community-level wealth were the factors associated with contraceptive use. CONCLUSION: Both individual and community-level characteristics were significant predictors of use of contraceptives in Ethiopian women. Besides the individual-level factors, interventions should also consider community-level associates. BioMed Central 2019-10-30 /pmc/articles/PMC6820945/ /pubmed/31687139 http://dx.doi.org/10.1186/s13690-019-0371-z Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Abate, Masrie Getnet Tareke, Amare Abera Individual and community level associates of contraceptive use in Ethiopia: a multilevel mixed effects analysis |
title | Individual and community level associates of contraceptive use in Ethiopia: a multilevel mixed effects analysis |
title_full | Individual and community level associates of contraceptive use in Ethiopia: a multilevel mixed effects analysis |
title_fullStr | Individual and community level associates of contraceptive use in Ethiopia: a multilevel mixed effects analysis |
title_full_unstemmed | Individual and community level associates of contraceptive use in Ethiopia: a multilevel mixed effects analysis |
title_short | Individual and community level associates of contraceptive use in Ethiopia: a multilevel mixed effects analysis |
title_sort | individual and community level associates of contraceptive use in ethiopia: a multilevel mixed effects analysis |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6820945/ https://www.ncbi.nlm.nih.gov/pubmed/31687139 http://dx.doi.org/10.1186/s13690-019-0371-z |
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