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Damtew SA, Fantaye FT. Women alone modern contraceptive use decision making and its correlates, evidence from PMA CS 2021 survey. BMC Womens Health 2024; 24:205. [PMID: 38555426 PMCID: PMC10981343 DOI: 10.1186/s12905-024-03050-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Accepted: 03/25/2024] [Indexed: 04/02/2024] Open
Abstract
BACKGROUND Women alone contraceptive decisions making has become one of the top burring public health agenda. Despite Contraceptive method options are available and accessible, contraceptive prevalence rate (CPR) in Ethiopia is not far beyond 41%. Evidences showed that the freedom of women to choose the contraceptive method they desired to use is one of the potential determinants for the sluggish pace of increase in contraceptive usage. In this era of sustainable development, determining the level of women own contraceptive use decision making and identifying its correlates is very critical for the ministries and relevant partners' effort in tracking the achievement of Sustainable Development Goal (SDG) 5.2 by providing actionable evidence through informed decision-making with the aim of improving contraceptive uptake; reducing maternal mortality and improve newborn health. METHODS Nationally representative cross-sectional data from Performance Monitoring for Action (PMA) 2021 was used in this study. The sample was restricted among2446 married women who have been using or most recently used modern contraceptive method. Cell sample size adequacy was checked using a chi-square test. Frequency was computed to characterize the study participants. Multilevel binary logistics regression was used to identify factors associated with women own contraceptive use decision making. The findings were presented in a form of frequencies, percentage and as an odds ratio using 95% confidence interval. A p-value of 0.05 was used to declare significance. RESULTS This study revealed that higher than one in two women (59.49%; 95% CI: 57.7-61.38%) decide their contraceptive use by themselves. What is more interesting is that 1 in 16 women (6.06%) reported that they did not participated in their contraceptive use decision-making.-. Women aged 20 to 24 years; (AOR: 2.51 (1.04, 4.45)), women who stayed10 and above years in marriage; (AOR: 1.73 (1.08, 2.77)), whose husband and/or partner age is 41 and above years; (AOR: 2.14 (1.06, 4.31)) and those who obtained contraceptive method they desired; (AOR: 2.49 (1.36, 4.57)) had higher odds of deciding their current and/or recent contraceptive use by their own. On the other hand, women mixed feeling if they became pregnant at the time of the survey; (AOR: 0.6 (0.44, 0.91)), women who started using contraceptive at younger age, 19 to 24; (AOR: 0.6 (0.44, 0.81)), those who use long acting and/or permanent method; (AOR: 0.54 (0.41, 0.71)) and those married at younger age, 10 to 19 years; (AOR: 0.28 (0.09, 0.86)) had lower odds of independently deciding their current and/or most recent contraceptive use. CONCLUSION 59% of women independently decide their contraceptive use which calls up on further improvement to enable each woman to decide by their own, with directing special focus for the 6.06% of women who reported no say in their contraceptive use decision. Activities targeting on enabling women to use the method they preferred, spacing their pregnancy, encouraging women to discuss with their husband on the time and type of contraceptive method they used, advocating and promoting marriage at least to be at the minimum age as indicate by the law and maintain the marriage duration as much as longer are hoped to improve women alone contraceptive use decision making to the fullest.
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Fantaye FT, Damtew SA. Women decision making on use of modern family planning methods and associated factors, evidence from PMA Ethiopia. PLoS One 2024; 19:e0298516. [PMID: 38363778 PMCID: PMC10871506 DOI: 10.1371/journal.pone.0298516] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2023] [Accepted: 01/26/2024] [Indexed: 02/18/2024] Open
Abstract
BACKGROUND Family planning decision making is defined as women´s ability to determine the family planning methods that she wanted to use through the process of informed decision making. Despite the availability and accessibility of family planning methods, the utilization rate is not more than 41% in Ethiopia. Evidence and experts have consistently show that women decisions making ability on family planning method they desired to use is one of the possible reasons for this slow rate of family planning use increment. In consideration of this and further motives family planning use decision making has become one of the top sexual and reproductive health related sustainable development agendas. Hence, this study aimed at determining the level, trend and spatial distribution of family planning use decision making among married women and identify factors affecting it. METHODS This study was based on Performance Monitoring for Action (PMA) 2020 cross sectional national survey data. Married women who are currently using or recently used family planning method were included in this study. Frequency was computed to describe the study participants while chi-square statistics was computed to examine the overall association of independent variable with family planning use decision making. To identify predictors of family planning use decision making multinomial logistics regression was employed. Results were presented in the form of percentage and relative risk ratio with 95% CI. Candidate variables were selected using p value of 0.25. Significance was declared at p value 0.05. RESULTS This study revealed that one in two women (51.2%; 95% CI: 48.8%-53.6%) decide their family planning use by themselves while 37% (36.8%; 95% CI: 34.5%-39.2%) decide jointly with their husband and/or partner. Women alone family planning use decision making increased significantly 32.8% (95% CI: 29.4%, 36.4%) in 2014 to 51.2% (95% CI: 48.8%, 53.6%) in 2020. It also shows variation across regions from scanty in Afar and Somali to 63.6% in Amhara region and 61.5 Addis Ababa. Obtaining desired family planning method was found significantly to improve women alone and joint family planning use decision making. Women who have perceive control and feeling if they get pregnant now were found to be positively associated with women alone family planning use decision making. Discussion with husband, his feeling towards family planning were found positively to influence family planning use joint decision making. Moreover, women religion, was found reducing the likelihood of both women alone and joint family planning use decision making while experiencing side effect reduces the likelihood of joint family planning use decision making. CONCLUSION Half of the women independently decide their family planning use which calls up on further improvement. Family planning use decision making ability is expected to be improved by efforts targeted on husbands' approval on wife's family planning use, discussion on family planning use with husband/partner, improving women psychosociological readiness and trust on her own to decide her desired family planning method; informing the possible side effects and what to do when they encountered during their family planning use visit. In addition, influencing women on the use of family planning via religious leader will help much in this regard. Monitoring and evaluating reproductive health policy 2021 to2025 and addressing bottlenecks which hinder women decision making health service use is hoped to improve women family planning use decision making. Further qualitative study to identify and address factors that contribute for the variation across regions also help much.
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Affiliation(s)
| | - Solomon Abrha Damtew
- Department of Epidemiology and Biostatistics, Wolaita Sodo University, Wolaita Sodo, Ethiopia
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Armah-Ansah EK, Bawa B, Igonya EK. Prevalence and factors associated with intention to use contraceptives among women of reproductive age: a multilevel analysis of the 2018 Guinea demographic and health survey. BMC Pregnancy Childbirth 2024; 24:8. [PMID: 38166935 PMCID: PMC10759447 DOI: 10.1186/s12884-023-06204-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2023] [Accepted: 12/15/2023] [Indexed: 01/05/2024] Open
Abstract
BACKGROUND Contraceptive use is a key indicator of improving the health and well-being of women, mothers and their families, preventing unwanted pregnancies, and reducing maternal and child mortalities. Despite a lot of investments from the Government of Guinea to improve contraceptive use, studies reveal that contraceptive use still remains low in Guinea. However, the intention to use contraceptives in Guinea has not been well examined. Therefore, this study seeks to examine the factors associated with the intention to use contraceptives among women of reproductive age in Guinea. METHODS The study made use of data from the Guinea Demographic and Health Survey (GNDHS) conducted in 2018. For this study, we included a weighted sample of 6,948 women who were either married or cohabiting and responded to all the variables of interest. The data were analyzed using Stata version 14.2. Descriptive and multilevel logistic regression were carried out to examine the factors associated with the intention to use contraceptives. The results of multilevel logistic regression were presented using adjusted odds ratios at 95% confidence intervals and p-value < 0.05 to determine the significant associations. RESULTS The prevalence of intention-to-use contraceptives among women was 19.8% (95% CI18.3%-21.5%). Women with secondary/higher educational levels [aOR = 1.58, 95% CI = 1.26-1.99], women whose partners had secondary/higher educational level [aOR = 1.26, 95% CI = 1.04-1.52], women who were cohabiting [aOR = 1.74, 95% CI = 1.13-2.68] and were exposed to mass media [aOR = 1.60, 95% CI = 1.35-1.89] were likely to have higher intentions to use contraceptives. Additionally, women from the Kankan Region [aOR = 4.26, 95% CI = 2.77-6.54] and women who belong to the richer wealth quintile [aOR = 1.36, 95% CI = 0.91-1.89] were likely to have higher odds of intentions to use contraceptives. However, women aged 45-49 years, those from the Peulh ethnic group, and those who lack the competence to make healthcare decisions alone had lower odds of intention to use contraceptives. CONCLUSION The study revealed a low prevalence of intention to use contraceptives among women of reproductive age in Guinea. The study has highlighted that both individual-level and household/community-level factors were significantly associated with the intention to use contraceptives. Therefore, policymakers and stakeholders need to consider these factors discussed in this paper when developing policies and interventions to promote and enhance intention-to-use contraceptives among women of reproductive age in Guinea. The findings call on the Government of Guinea and all stakeholders in Guinea to ensure that female education is promoted to help improve their social status, decision-making on fertility, and reduce fertility rates and maternal mortality.
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Affiliation(s)
- Ebenezer Kwesi Armah-Ansah
- Department of Population and Health, University of Cape Coast, Cape Coast, Ghana.
- Population Dynamics Sexual and Reproductive Health Unit, African Population and Health Research Center, Nairobi, Kenya.
- Department of Population and Development, National Research University - Higher School of Economics, Moscow, Russia.
| | | | - Emmy Kageha Igonya
- Population Dynamics Sexual and Reproductive Health Unit, African Population and Health Research Center, Nairobi, Kenya
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Odimegwu C, Phiri M, Tapera T, Simona S. Patterns and correlates of intention to use contraceptives among fecund sexually active women in developing countries. Glob Health Action 2023; 16:2255043. [PMID: 37681979 PMCID: PMC10494735 DOI: 10.1080/16549716.2023.2255043] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Accepted: 08/26/2023] [Indexed: 09/09/2023] Open
Abstract
BACKGROUND Understanding a woman's future contraceptive needs and enhancing her chances of putting those needs into action depend heavily on her intentions to use contraceptive methods. However, there is little information about global perspectives of intention to utilise contraceptives among fecund sexually active women. OBJECTIVES This study examines the patterns and determinants of contraception intention of fecund sexually active women. METHODS The most recent Demographic and Health Surveys (DHS) from 59 countries were used for secondary data analysis. The DHSs applied a cross-sectional survey design to collect data from women between the ages of 15 and 49. The study comprises a sample of 697,590 fecund sexually active women in the reproductive ages. The desire to utilise contraceptive methods was examined using a multivariable binary logistic regression analysis. All analyses were weighted to allow for a complex survey design. RESULTS A pooled prevalence of intention to utilise contraception was 42.8% (95% CI: 42.5, 43.1) at the global level. Eastern and Southern Europe had the lowest prevalence, 17.3% (95% CI: 16.4, 18.2), and the highest prevalence was observed in countries from Latin America and the Caribbean, 68.0% (95% CI: 67.5, 69.9). Attaining secondary-level education (adjusted odds ratio (aOR) = 1.68; 95% CI: 1.62-1.72) or higher (aOR = 1.71; 95% CI: 1.63-1.80), working (aOR = 1.21; 95% CI: 1.18-1.24), experience of a pregnancy loss (aOR = 1.06; 95% CI: 1.03-1.09), or being exposed to media family planning messages (aOR = 1.51; 95% CI: 1.48-1.55) were factors associated with an increased likelihood of intent to use contraceptives. CONCLUSIONS The study has established that contraceptive use intention was low in many developing countries. Education, age, employment status, fertility preference, and exposure to family planning messages influenced contraceptive use intention. Health policy-makers ought to consider these factors when designing sexual and reproductive health strategies in developing countries.
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Affiliation(s)
- Clifford Odimegwu
- Demography and Population Studies Programme, Schools of Public Health and Social Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Million Phiri
- Demography and Population Studies Programme, Schools of Public Health and Social Sciences, University of the Witwatersrand, Johannesburg, South Africa
- Department of Population Studies, School of Humanities and Social Sciences, University of Zambia, Lusaka, Zambia
| | - Talent Tapera
- Demography and Population Studies Programme, Schools of Public Health and Social Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Simona Simona
- Department of Social Work and Sociology, School of Humanities and Social Sciences, University of Zambia, Lusaka, Zambia
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Gebeyehu NA, Tegegne KD. Intention to Use Postpartum Contraceptive and Its Determinants in Sub-Saharan Africa: Systematic Review and Meta-Analysis. WOMEN'S HEALTH REPORTS (NEW ROCHELLE, N.Y.) 2023; 4:627-641. [PMID: 38155871 PMCID: PMC10754424 DOI: 10.1089/whr.2023.0059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Accepted: 10/10/2023] [Indexed: 12/30/2023]
Abstract
Background The postpartum period is a critical moment for the delivery of family planning services. However, the utilization of family planning among women in sub-Saharan Africa is not optimal. Therefore, the current study aims to assess the intention to use postpartum contraception and its related determinants in the sub-Saharan African setting. Methods This study utilized a comprehensive search strategy that involved searching several databases, including PubMed, Scopus, EMBASE, Science Direct, Google Scholar, and online research institutional repository homes. Data extraction was performed using Microsoft Excel, and statistical analysis was conducted using STATA software (version 14). To assess publication bias, a forest plot, Begg's rank test, and Egger's regression test were employed. Heterogeneity was evaluated using the I2 statistic, and an overall estimated analysis was conducted. In addition, sensitivity analysis was performed to examine the impact of each study on the overall estimate. Meta-regression analysis was conducted to identify potential sources of heterogeneity. Finally, the pooled odds ratio (OR) for associated factors was calculated. Result After reviewing 1,321 articles, 14 studies were deemed eligible for inclusion in this meta-analysis. The final analysis comprised a total of 39,936 study participants. The overall intention to use postpartum contraception in sub-Saharan Africa was found to be 62.21% (95% confidence interval [CI]: 55.532-68.875). In subgroup analysis, the highest prevalence of intention was observed in Ethiopia (66.71%; 95% CI: 50.36-83.05), while the lowest prevalence was reported in Ghana (59.39%; 95% CI: 50.22-68.57). The intention to use contraception was found to be 67.22% (95% CI: 62.37-72.07) and 54.53% (95% CI: 46.61-62.45) for institutional and community-based studies, respectively. Maternal educational status (OR = 1.22; 95% CI: 1.09-1.38) and husbands' approval of contraceptive use (OR = 2.395; 95% CI: 1.256-4.567) were identified as predictors of intention to use postpartum contraception. Conclusion In conclusion, the results of our study show a comparatively low intention toward the use of postpartum contraception, in contrast to findings reported in other countries. As such, we recommend that stakeholders prioritize maternal education and encourage male partner involvement in family planning decisions.
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Affiliation(s)
- Natnael Atnafu Gebeyehu
- Department of Midwifery, College of Medicine and Health Science, Wolaita Sodo University, Sodo, Ethiopia
| | - Kirubel Dagnaw Tegegne
- Department of Comprehensive Nursing, College of Medicine and Health Science, Wollo University, Wollo, Ethiopia
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Yeboah D, Issah AN, Kpordoxah MR, Akiti C, Boah M. Prevalence and factors associated with the intention to use contraception among women of reproductive age who are not already using a contraceptive method in Liberia: findings from a secondary analysis of the 2019-2020 Liberia Demographic Health Survey. BMJ Open 2023; 13:e072282. [PMID: 37802625 PMCID: PMC10565247 DOI: 10.1136/bmjopen-2023-072282] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Accepted: 09/22/2023] [Indexed: 10/10/2023] Open
Abstract
OBJECTIVE Contraception constitutes a vital aspect of sexual and reproductive healthcare. However, the high prevalence of non-use has become a great public health concern globally. This study examined the intention to use contraceptives and its associated factors among women of reproductive age who were not using any method in Liberia. DESIGN AND SETTING A cross-sectional population-based study was conducted. We used data from the 2019-2020 Liberia Demographic and Health Survey. The research framework used the theory of planned behaviour to identify the factors that influence women's intention to use contraception. PARTICIPANTS The study analysed a weighted sample of 4504 women aged 15-49 who were not currently using any form of contraception. DATA ANALYSIS The outcome variable was the intention to use a contraceptive method. A binary logistic regression was used to identify factors associated with the intention to use contraceptives in Stata V.13.0. RESULTS Of the 4504 women, 39.42% intended to use contraception. Contraception intention was significantly lower in married women than in never married women (adjusted OR (aOR) 0.78; 95% CI 0.62 to 0.98). Additionally, women aged 25-34 (aOR 0.434; 95% CI 0.339 to 0.556) and 35-49 (aOR 0.120; 95% CI 0.088 to 0.163) had a reduced intent to use contraceptives than those aged 15-24. However, women with at least one child, those with prior contraception experience and those who had their first sexual encounter at the age of 13 or older were more likely to intend to use contraception. Notably, Muslim and wealthy women displayed a lower likelihood of intending to use contraception. CONCLUSION These findings highlight that attitudes, subjective norms and perceived behavioural control significantly influence women's intentions to use contraception. Understanding and addressing these factors are crucial for promoting effective contraceptive use among women, facilitating informed reproductive choices.
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Affiliation(s)
- Daudi Yeboah
- Department of Epidemiology, Biostatistics, and Disease Control, University for Development Studies, Tamale, Ghana
| | - Abdul-Nasir Issah
- Department of Health Services, Policy, Planning Management, and Economics, University for Development Studies, Tamale, Ghana
| | - Mary Rachael Kpordoxah
- Department of Global and International Health, University for Development Studies, Tamale, Ghana
| | - Caselia Akiti
- Department of Bilogical Sciences, University of Liberia, Monrovia, Liberia
- Monitoring and Evaluation Unit, Ministry of Health, Congo Town, Monrovia, Liberia
| | - Michael Boah
- Department of Epidemiology, Biostatistics, and Disease Control, University for Development Studies, Tamale, Ghana
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Terefe B, Getnet M, Akalu Y, Belsti Y, Diress M, Gela YY, Getahun AB, Bitew DA, Belay DG. Geospatial variations and determinants of contraceptive utilization among married reproductive age women in Ethiopia: spatial and multilevel analysis of Ethiopian Demographic and Health Survey, 2019. Front Glob Womens Health 2023; 4:1151031. [PMID: 37811535 PMCID: PMC10556865 DOI: 10.3389/fgwh.2023.1151031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Accepted: 09/01/2023] [Indexed: 10/10/2023] Open
Abstract
Introduction Contraception is the most effective method of preventing unwanted pregnancies and their associated disadvantages. It is critical to recognize one's desire to utilize contraceptives before drafting and implementing a good family planning program, especially in developing nations like Ethiopia. Objective This study aimed to identify the geospatial variations and determinants affecting the utilization of contraceptives among married reproductive age women in Ethiopia. Method This study was based on an extensive national survey, the Ethiopian Demographic and Health Survey. A total weighted sample of 5,743 married reproductive-age women was included. Because of the hierarchical nature of the DHS data, a spatial analysis multilevel logistic regression model was used to study individual and community-level factors that may influence contraceptives. The Bernoulli model was used by applying Kulldorff methods using the SaTScan software to analyze the purely spatial clusters of contraceptive usage. ArcGIS version 10.3 was used to visualize the distribution of contraceptives. A 95% confidence interval and a p-value of less than 0.05 were used to declare statistical significance. Result The overall utilization of contraceptives was discovered at 41.25% (39.98, 42.53). Participants age range of 25-34 years [AOR = 0.80, CI: (0.66, 0.96,)] and 35-49 years [AOR = 0.50, CI 95%:(0.66, 0.96)] times less likely to use contraceptives than 15-24 years old respectively. Having primary [AOR = 1.47, CI 95%: (1.25, 1.73)], secondary [AOR = 1.42, CI 95%: (1.09, 1.83)] and higher education level [AOR = 1.92, CI 95%: (1.41, 2.60)], middle wealth [AOR = 1.48, CI 95%: (1.14, 1.90)], richer [AOR = 1.41, CI 95%: (1.07, 1.86)] and richest [AOR = 2.17, CI 95%: (1.52, 3.11)], having 1-4 ANC follow up have [AOR = 1.60, CI 95%: (1.26, 2.03)], gave birth at age of 35-44 [AOR = 0.29, CI 95%: (0.22, 0.37)], having 3-5 children [AOR = 1.26, CI 95%: (1.03, 1.52)], being from community of high level women education [AOR = 1.61, CI 95%: (1.21, 2.15)] were associated positively. Participants from Amhara, Oromia, Benishangul and SNNPR regions have revealed [AOR = 2.40, CI 95%: (1.53, 3.77)], [AOR = 1.64, CI 95%: (1.05, 2.56)], [AOR = 1.62, CI 95%: (1.01, 2.62)] and [AOR = 2.04, CI 95: (1.31, 3.19)], in contrast, Somali and Afar regions have shown [AOR = 011, CI 95%: (0.05, 0.22)] and [AOR = 0.31, CI 95%: (0.18, 0.54)] times less likely to use contraceptive services than Tigray Region respectively. The spatial analysis of contraceptive usage discovered that the northern, central and southern parts of the country had higher utilization of contraceptives than the eastern and northeastern of the country. Conclusion The study revealed that contraceptive usage among married women is comparatively low, with wide regional variation. Raising awareness among mothers about the importance of antenatal care and assisting mothers who are financially disadvantaged or do not have access to health facilities will aid in providing better family planning services. Improving contraceptive information dissemination at community and regional levels is key to averting potential barriers.
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Affiliation(s)
- Bewuketu Terefe
- Department of Community Health Nursing, School of Nursing, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Mihret Getnet
- Department of Human Physiology, School of Medicine, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Yonas Akalu
- Department of Human Physiology, School of Medicine, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Yitayeh Belsti
- Department of Human Physiology, School of Medicine, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
- Department of Epidemiology and Biostatics, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Mengistie Diress
- Department of Human Physiology, School of Medicine, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Yibeltal Yismaw Gela
- Department of Human Physiology, School of Medicine, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Amare Belete Getahun
- Department of Anesthesia, School of Medicine, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Desalegn Anmut Bitew
- Department of Reproductive Health, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Daniel Gashaneh Belay
- Department of Epidemiology and Biostatics, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
- Department of Human Anatomy, School of Medicine, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
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Mengist A, Lakew Workie D, Dessie ZG, Tesfaw LM. Spatial distribution and multilevel analysis of the ideal number of children among Ethiopian women. BMC Womens Health 2023; 23:368. [PMID: 37438793 DOI: 10.1186/s12905-023-02477-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Accepted: 06/12/2023] [Indexed: 07/14/2023] Open
Abstract
BACKGROUND Ideal number of children (INC) is the number of children that a woman or man would have if they could go back to the time when they did not have any children and could choose accurately the number of children to have in their total life. Despite numerous studies on the prevalence and associated factors of the ideal number of children, there is a lack of studies that incorporated spatial and multilevel analysis. Thus, this study was aimed at the spatial and multilevel analysis of an ideal number of children and associated factors. METHODS The study design was a cross-sectional study in which the data was obtained from Ethiopian Demographic and Health Survey (EDHS) in 2016. About 13,961 women ages 15-49 who fulfill the inclusion criterion were considered. A negative binomial regression model that incorporates spatial and multilevel analysis was employed. RESULTS About 33 and 12.8% of the women had four and six ideal numbers of children respectively. The highest INC per woman was recorded in Oromia region 5055 (36.1%) and the lowest in Harare 35(0.2%). The INC per woman is high in rural 10,726 (76.6%) areas as compared to urban areas 3277(23.4%). The ideal number of children was spatially clustered (Global Moran's I = 0.1439, p < .00043). Significant hotspot clusters were found in the Somali region such as in Afder, Shabelle, Korahe, and Doolo zone. CONCLUSION The spatial analysis revealed a significant clustering of the ideal number of children in the Ethiopia zone. Specifically, higher INC was observed in the Somali region, specifically in the Afder, Shabelle, Korahe, and Doolo zones. Among the various factors considered, women's age, region, place of residence, women's education level, contraception use, religion, marital status, family size, and age at first birth year were identified as significant predictors of the ideal number of children. These findings indicate that these factors play a crucial role in shaping reproductive preferences and decisions among women in the study population. Based on these findings, responsible bodies should prioritize targeted interventions and policies in high-risk regions to address women's specific reproductive needs.
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Affiliation(s)
| | | | - Zelalem G Dessie
- Department of Statistics, Bahir Dar University, Bahir Dar, Amhara, Ethiopia
- School of Mathematics, Statistics and Computer Science, KwaZulu-Natal University, Durban, South Africa
| | - Lijalem Melie Tesfaw
- Department of Statistics, Bahir Dar University, Bahir Dar, Amhara, Ethiopia.
- Epidemiology and Biostatistics Division , The University of Queensland, Brisbane, Australia.
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Negash WD, Eshetu HB, Asmamaw DB. Intention to use contraceptives and its correlates among reproductive age women in selected high fertility sub-saharan Africa countries: a multilevel mixed effects analysis. BMC Public Health 2023; 23:257. [PMID: 36747157 PMCID: PMC9901088 DOI: 10.1186/s12889-023-15187-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Revised: 01/27/2023] [Accepted: 02/01/2023] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND Intention to use contraceptive methods has an overriding importance to better visualize the women's future needs and more likely to translate it to actual behavior. It is therefore important to identify the motivating correlates such as education, women empowerment, as well as deterring factors like fear of side effects, infertility after contraceptive use, lack of knowledge regarding family planning methods among married women in countries with high fertility rates in sub-Saharan Africa. This helps to control family size, unintended pregnancies, and poor health outcomes for infants and mothers. METHODS A secondary data analysis was performed using the recent Demographic and Health Surveys. A total weighted sample of 178,875 reproductive age women was included in this study. A multilevel mixed-effect binary logistic regression model was fitted. The odds ratios along with the 95% confidence interval were generated to identify the correlates of the intention to use contraceptives. A p-value less than 0.05 was declared as statistical significance. RESULTS Overall, the intention to use contraception was 37.66% (95% CI, 37.44, 37.88). Whereas, the proportion of women who intend to use contraception was 59.20%, 53.30%, 42.32%, 37.88%, 37.63%, 35.25%, 31.32%, 20.64%, 20.30% in Burkina Faso, Burundi, Niger, Mali, DR. Congo, Nigeria, Angola, Gambia, and Chad respectively. Age; 15-24 (AOR = 3.72, 95% CI, 3.58, 3.86) and 25 - 24 years (AOR = 2.81, 95% CI, 2.74, 2.89), education of women; primary (AOR = 1.16, 95% CI, 1.13, 1.20), and secondary (AOR = 1.32, 95% CI, 1.27, 1.37), wealth index; middle (AOR = 1.15, 95% CI, 1.12, 1.18), rich (AOR = 1.28, 95% CI, 1.24, 1.32), number of living children 1-2 (AOR = 1.42, 95% CI, 1.37, 1.48), 3 or more (AOR = 1.77, 95% CI, 1.69, 1.85), age at cohabitation ≥ 18years (AOR = 1.37, 95% CI, 1.33, 1.40), heard family planning messages in the media (AOR = 1.47, 95% CI, 1.43, 1.50), history of ever terminated pregnancy (AOR = 1.13, 95% CI, 1.09, 1.17) and perceived distance to the health facility as not big problem (AOR = 1.16, 95% CI, 1.13, 1.19) were the correlates of intention to use contraceptives. CONCLUSION The finding of the current study demonstrates that the intention of contraceptive use among reproductive age women in high fertility countries in SSA was relatively low as compared to previous studies. Thus, each national authority, especially in Chad and Gambia would be keen to know the level of contraceptive use intentions for their respective region, the drivers of contraceptive use intention and to map priorities for behavioral change. Any intervention strategy that promotes intention of contraceptive use should consider these factors for better success. Future researchers interested in the area should also address qualitative variables like socio-cultural factors, which might have an effect on intention of contraceptive use.
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Affiliation(s)
- Wubshet Debebe Negash
- Department of Health Systems and Policy, Institute of Public Health, College of Medicine and Health Sciences, PO.Box.196, University of Gondar, Gondar, Ethiopia
| | - Habitu Birhan Eshetu
- Department of Health Promotion and Health Behavior, Institute of Public Health, College of Medicine and Health Sciences, PO.Box.196, University of Gondar, Gondar, Ethiopia
| | - Desale Bihonegn Asmamaw
- Department of Reproductive Health, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
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Solanke BL, Oyediran OO, Awoleye AF, Olagunju OE. Do health service contacts with community health workers influence the intention to use modern contraceptives among non-users in rural communities? Findings from a cross-sectional study in Nigeria. BMC Health Serv Res 2023; 23:24. [PMID: 36627614 PMCID: PMC9832820 DOI: 10.1186/s12913-023-09032-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Accepted: 01/04/2023] [Indexed: 01/11/2023] Open
Abstract
BACKGROUND Studies in many developing countries have shown that community health workers (CHWs) are valuable for boosting contraceptive knowledge and usage. However, in spite of the evidence, studies in Nigeria have rarely examined whether in the absence of skilled health personnel such as doctors and nurses in rural and remote communities, the health service contacts of non-users with CHWs drive the intention to use modern contraceptives. This study, therefore, examines the extent to which health service contacts with CHWs are associated with the intention to use modern contraceptives among non-users in rural communities of Nigeria. METHODS This study adopted a descriptive cross-sectional design. Data were extracted from the most recent Nigeria Demographic and Health Survey (NDHS). The study analyzed a weighted sample of 12,140 rural women. The outcome variable was the intention to use modern contraceptives. The main explanatory variable was health service contacts with CHWs. Statistical analyses were performed at three levels with the aid of Stata version 14. Three multivariable regression models were estimated using an adjusted Odds Ratio (aOR) with a 95% confidence interval. Statistical significance was set at p < 0.05. RESULTS Findings showed that more than a quarter (29.0%) of women intends to use modern contraceptives. Less than one-fifth (15.9%) of the women had health service contacts with CHWs. In Model 1, women who had health service contacts with CHWs were more likely to intend to use modern contraceptives (aOR =1.430, 95% CI: 1.212-1.687). Likewise, in Model 2, women who had health service contacts with CHWs had a higher likelihood of intending to use modern contraceptives (aOR = 1.358, 95% CI: 1.153-1.599). In Model 3, the odds of intention to use modern contraceptives were higher among women who had health service contacts with CHWs (aOR =1.454, 95% CI: 1.240-1.706). CONCLUSION In rural areas of Nigeria, health service contacts with CHWs are significantly associated with the intention to use modern contraceptives. Family planning programmers should leverage the patronage of CHWs for the purpose of family planning demand generation in rural areas.
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Affiliation(s)
- Bola Lukman Solanke
- grid.10824.3f0000 0001 2183 9444Department of Demography and Social Statistics, Obafemi Awolowo University, Ile-Ife, Nigeria
| | - Olufemi O. Oyediran
- grid.10824.3f0000 0001 2183 9444Department of Nursing Science, Obafemi Awolowo University, Ile-Ife, Nigeria
| | - Abayomi Folorunso Awoleye
- grid.10824.3f0000 0001 2183 9444Department of Demography and Social Statistics, Obafemi Awolowo University, Ile-Ife, Nigeria
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Asmamaw DB, Eshetu HB, Negash WD. Individual and Community-Level Factors Associated With Intention to Use Contraceptives Among Reproductive Age Women in Sub-Saharan Africa. Int J Public Health 2022; 67:1604905. [PMID: 35845431 PMCID: PMC9278060 DOI: 10.3389/ijph.2022.1604905] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Accepted: 05/24/2022] [Indexed: 12/04/2022] Open
Abstract
Objectives: The present study identifies factors that affect intention to use contraceptives among married women in countries in sub-Saharan Africa. Methods: Secondary data analysis was conducted using Demographic and Health Surveys. A total of 334386 weighted sample women who were fecund were included in the analysis. Multi-level mixed-effect logistic regression analysis was fitted to identify individual and community level factors associated with intention to use contraceptives. Results: The prevalence of intention to use contraceptives was 45.76%. Age, educational status, and wealth quintile were factors affecting the intention to use contraceptives. Conclusion: Several individual and community level factors were associated with the intention to use contraceptives in SSA. Therefore, governmental and non-governmental organizations should consider these factors when implementing strategies.
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Affiliation(s)
- Desale Bihonegn Asmamaw
- Department of Reproductive Health, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Habitu Birhan Eshetu
- Department of Health Education and Behavioral Sciences, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Wubshet Debebe Negash
- Department of Health Systems and Policy, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
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Spatiotemporal Analysis of the Proportion of Unimproved Drinking Water Sources in Rural Ethiopia: Evidence from Ethiopian Socioeconomic Surveys (2011 to 2019). JOURNAL OF ENVIRONMENTAL AND PUBLIC HEALTH 2022; 2022:2968756. [PMID: 35342435 PMCID: PMC8942695 DOI: 10.1155/2022/2968756] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Revised: 01/29/2022] [Accepted: 02/10/2022] [Indexed: 11/24/2022]
Abstract
Currently, around 36% of the rural Ethiopian population is accessing drinking water from unimproved sources and it is unevenly distributed through time and geographic regions. Therefore, this study aimed to analyze the spatiotemporal patterns of unimproved drinking water sources and identify hotspot areas in rural Ethiopia. Ethiopian Socioeconomic Survey (ESS) data obtained from the Central Statistical Agency were used. It was conducted in four waves from 2011 to 2019. A two-stage probability sampling design was applied. The sample of enumeration areas and households were taken as the first and second stages of sampling, respectively. A total of 3912, 3775, 3698, and 3115 sample households with complete information on drinking water sources were taken in each wave of ESS data, respectively. Weighted proportions, autocorrelation (Moran's “I”) statistic, and hotspot analyses were applied to estimate the prevalence, test the presence of clustering, and identify vulnerable areas with unimproved drinking water sources. The STATA version 14, Excel, and ArcGIS 10.6 were used to manage and analyze data. The proportions of households with unimproved drinking water sources were 0.497, 0.385, 0.298, and 0.363 in consecutive waves of ESS data. The results also revealed the existence of geographical and temporal variations of access to drinking water from unimproved sources, and the most recent vulnerable (hotspot) areas in the borders of the West and East Gojjam zones in the western Amhara region, Zone one in southern Afar region, and Liben, Afder, Shebelle, Korahe, and Nobob zones in Somali region were identified. In conclusion, this study reveals significant geographic inequalities in the use of improved drinking water sources. This may be necessary for policies and coverage targeting the most vulnerable regions. The presented map and analytical approaches can provide a mechanism to monitor future reductions in inequality within countries by reflecting resource allocation priorities.
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