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Multilevel analysis of the role of women’s empowerment on use of contraceptive methods among married Cambodian women: evidence from demographic health surveys between 2005 and 2014
BACKGROUND: The use of contraceptives is an essential public health concept that improves overall safe motherhood and infant health. Women empowerment has been reported to influence health behaviors in women. With recent efforts to increase access to contraceptive methods, uptake of the same remains...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7789707/ https://www.ncbi.nlm.nih.gov/pubmed/33407398 http://dx.doi.org/10.1186/s12905-020-01141-z |
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author | Nkoka, Owen Lee, Daphne Chuang, Kun-Yang Chuang, Ying-Chih |
author_facet | Nkoka, Owen Lee, Daphne Chuang, Kun-Yang Chuang, Ying-Chih |
author_sort | Nkoka, Owen |
collection | PubMed |
description | BACKGROUND: The use of contraceptives is an essential public health concept that improves overall safe motherhood and infant health. Women empowerment has been reported to influence health behaviors in women. With recent efforts to increase access to contraceptive methods, uptake of the same remains a challenge in Cambodia. There are limited studies that have examined the role of women’s empowerment at both individual- and community- level on contraceptive use in Cambodia. This study examined the individual- and community-level factors associated with contraceptive use among Cambodian married women between 2005 and 2014. METHODS: Data from 2005, 2010, and 2014 Cambodia Demographic and Health Surveys were used to analyze 2211; 10,505; and 10,849 women, respectively. Multilevel binary and multinomial logistic regression models were applied to assess the association between individual- and community- level factors, and the use of contraceptive methods. RESULTS: The prevalence of using modern contraceptive methods increased over time (i.e., 29.0, 38.1, and 42.3% in 2005, 2010, and 2014, respectively). At the individual level, women who attained secondary and higher education were more likely to use any contraceptives [adjusted odds ratio (aOR) = 1.43, 95% confidence interval (CI) = 1.22–1.68, and aOR = 1.23, 95% CI = 1.05–1.44 in 2010 and 2014, respectively] compared with those with no formal education. Similarly, having a high workforce participation level was significantly associated with increased likelihood of using any contraceptive methods [aOR = 1.12, 95% CI = 1.00–1.26, aOR = 1.44, 95% CI = 1.29–1.60 and in 2010 and 2014, respectively]. Other factors such as age at first marriage, residence, and having a health insurance were associated with contraceptive use. The proportional change in variance showed that about 14.3% of total variations in the odds of contraceptive use across the communities were explained by both individual- and community-level factors. Moreover, the intraclass correlation showed that about 5.2% of the total variation remained unexplained even after adjustments. CONCLUSION: Both individual- and community- level factors influenced contraceptive use in Cambodia. When designing programs to improve contraceptive use, contextual influences should be taken into account for the effectiveness of the programs. |
format | Online Article Text |
id | pubmed-7789707 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-77897072021-01-07 Multilevel analysis of the role of women’s empowerment on use of contraceptive methods among married Cambodian women: evidence from demographic health surveys between 2005 and 2014 Nkoka, Owen Lee, Daphne Chuang, Kun-Yang Chuang, Ying-Chih BMC Womens Health Research Article BACKGROUND: The use of contraceptives is an essential public health concept that improves overall safe motherhood and infant health. Women empowerment has been reported to influence health behaviors in women. With recent efforts to increase access to contraceptive methods, uptake of the same remains a challenge in Cambodia. There are limited studies that have examined the role of women’s empowerment at both individual- and community- level on contraceptive use in Cambodia. This study examined the individual- and community-level factors associated with contraceptive use among Cambodian married women between 2005 and 2014. METHODS: Data from 2005, 2010, and 2014 Cambodia Demographic and Health Surveys were used to analyze 2211; 10,505; and 10,849 women, respectively. Multilevel binary and multinomial logistic regression models were applied to assess the association between individual- and community- level factors, and the use of contraceptive methods. RESULTS: The prevalence of using modern contraceptive methods increased over time (i.e., 29.0, 38.1, and 42.3% in 2005, 2010, and 2014, respectively). At the individual level, women who attained secondary and higher education were more likely to use any contraceptives [adjusted odds ratio (aOR) = 1.43, 95% confidence interval (CI) = 1.22–1.68, and aOR = 1.23, 95% CI = 1.05–1.44 in 2010 and 2014, respectively] compared with those with no formal education. Similarly, having a high workforce participation level was significantly associated with increased likelihood of using any contraceptive methods [aOR = 1.12, 95% CI = 1.00–1.26, aOR = 1.44, 95% CI = 1.29–1.60 and in 2010 and 2014, respectively]. Other factors such as age at first marriage, residence, and having a health insurance were associated with contraceptive use. The proportional change in variance showed that about 14.3% of total variations in the odds of contraceptive use across the communities were explained by both individual- and community-level factors. Moreover, the intraclass correlation showed that about 5.2% of the total variation remained unexplained even after adjustments. CONCLUSION: Both individual- and community- level factors influenced contraceptive use in Cambodia. When designing programs to improve contraceptive use, contextual influences should be taken into account for the effectiveness of the programs. BioMed Central 2021-01-06 /pmc/articles/PMC7789707/ /pubmed/33407398 http://dx.doi.org/10.1186/s12905-020-01141-z Text en © The Author(s) 2021 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. 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 in a credit line to the data. |
spellingShingle | Research Article Nkoka, Owen Lee, Daphne Chuang, Kun-Yang Chuang, Ying-Chih Multilevel analysis of the role of women’s empowerment on use of contraceptive methods among married Cambodian women: evidence from demographic health surveys between 2005 and 2014 |
title | Multilevel analysis of the role of women’s empowerment on use of contraceptive methods among married Cambodian women: evidence from demographic health surveys between 2005 and 2014 |
title_full | Multilevel analysis of the role of women’s empowerment on use of contraceptive methods among married Cambodian women: evidence from demographic health surveys between 2005 and 2014 |
title_fullStr | Multilevel analysis of the role of women’s empowerment on use of contraceptive methods among married Cambodian women: evidence from demographic health surveys between 2005 and 2014 |
title_full_unstemmed | Multilevel analysis of the role of women’s empowerment on use of contraceptive methods among married Cambodian women: evidence from demographic health surveys between 2005 and 2014 |
title_short | Multilevel analysis of the role of women’s empowerment on use of contraceptive methods among married Cambodian women: evidence from demographic health surveys between 2005 and 2014 |
title_sort | multilevel analysis of the role of women’s empowerment on use of contraceptive methods among married cambodian women: evidence from demographic health surveys between 2005 and 2014 |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7789707/ https://www.ncbi.nlm.nih.gov/pubmed/33407398 http://dx.doi.org/10.1186/s12905-020-01141-z |
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