Unmet Need for Family Planning after Internal Migration: Analysis of Ethiopia 2017-2018 PMA Survey Data.
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SUBMITTER: Groene EA
PROVIDER: S-EPMC8248275 | biostudies-literature |
REPOSITORIES: biostudies-literature
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Project description:Background:unmet need for family planning is a common cause of uninteded pregnancy which mostly end up with abortion. Many studies were conducted on predictors of unmet need of family planning in Ethiopia. But, up until now, single evidence has not been synthesized and various point prevalence estimates of unmet need for family planning have been reported. Therefore, this sytematic review and meta analysis was established to identify the predictors of unmet need for family planning in Ethiopia. Methods:search engines including PubMed, Embase, CINAHL, Google Scholar, HINARI portal, and Cochrane Library were used to retrieve included articles and reported using the preferred Reporting Items for Systematic Reviews and Meta-Analyses Protocols (PRISMA) checklist guidelines. Joanna Briggs Institute Meta-Analysis of Statistics Assessment and Review Instrument (JBI-MAStARI) was applied for critical appraisal. All observational studies done on reproductive age women and reported on unmet need for family planning were included. Unmet need for family planning is the percentage of women of reproductive age, either married or in a union, who have an unmet need for family planning to stop or delay childbearing. Random effect model was done to estimate the pooled prevalence of unmet need for family planning. Odds ratio with 95% confidence interval was considered to determine the association of identified variables with unmet need of family planning. Cochran's Q statistic, Egger's and Begg's test were carried out to assess heterogeneity and publication bias. Results:Fifteen articles and 17, 585 reproductive aged women were included to estimate the pooled prevalence of unmet need for family planning and its predictors in Ethiopia. The prevalence of unmet need for family planning in Ethiopia ranges from 26.52 to 36.39%. Age at first marriage <?18?yrs. with OR?=?2.3 (95% CI: 1.08, 4.87), women with no formal education with OR?=?1.9 (95%CI: 1.19, 3.04), partner with no formal education with OR?=?1.78 (95%CI: 1.18, 2.68) and absence of discussion with their partner about family planning with OR?=?3.52 (95%CI, 2.56, 4.87) were predictors of unmet need of family planning in Ethiopia. Conclusion:This meta analysis revealed that, the prevalence of unmet need for family planning in Ethiopia was high as compared with the United Nations sphere standard of unmet need for planning, considered to be high if it is greater than 25%. Early marriage, no formal eduaction and lack of discussion with partner on family planning were predictors of unmet need for family planning. Therefore, efforts are needed to empower women through eduaction, avoiding early marriage and facilitating dicussion of partners about family planning in order to improve family planning usage.
| S-EPMC7566059 | biostudies-literature
Project description:The World Health Organization defines women with an unmet need for family planning as individuals who are fecund, sexually active, and wanting to either to limit childbirth or postpone their next birth but are not utilizing any form of contraception. Previous meta-analyses and systematic reviews have focused on this topic, but no comprehensive summary of the evidence was available. Therefore, the aim of this study was to provide a summary of the findings on the unmet need for family planning among reproductive-aged women in Ethiopia. A search was conducted in PubMed, Google Scholar, CINAHL, Scopus, Cochrane Library, and RESEARCH 4 LIFE including Hinari, to identify relevant systematic reviews and meta-analyses of studies on the prevalence and determinants of the unmet need for family planning in Ethiopia. The methodological quality of the included studies was assessed using the Assessment of Multiple Systematic Reviews tool, and the estimates were pooled using a random-effects meta-analysis model. The umbrella review included five studies with a total of 56,169 reproductive-aged women. The pooled prevalence of unmet need for family planning was found to be 27.44% (95% CI: 22.32-32.55), with the heterogeneity index (I square = 99.45%, P = 0.000). Failure to discuss with her partner about family planning methods (OR: 2.90, 95% CI: 1.81, 4.00), being illiterate (OR: 2.17, 95% CI: 1.42, 2.92), age at first marriage (OR: 1.37, 95% CI: 1.30, 1.44), and educational status of woman's partner (OR: 2.61, 95% CI: 0.83, 4.40) were the factors significantly and positively associated with unmet needs for family planning. The study concludes that the unmet need for family planning in Ethiopia is a significant issue that can be addressed through increasing the educational levels of women and their partners, promoting open discussions about family planning, and preventing early marriages. Collaboration between families, school administrators, and healthcare providers is essential to mitigating this problem.
| S-EPMC11293703 | biostudies-literature
Project description:Introduction Despite decreasing the percentage of women with unmet needs, Ethiopian women still have a higher unmet need for family planning due to different factors. Therefore, addressing the unmet need for FP provides an opportunity for policymakers in all sectors to respond to the expressed fertility preferences of their population. This study aimed to analyze trends and determinants of changes in unmet needs over time among married women of reproductive age in Ethiopia. Methods The study used data from three consecutive Demographic and Health Surveys conducted in Ethiopia (2005, 2011, and 2016). These nationally representative household surveys cover all Ethiopia region and city administrations with population health and other relevant indicators). The study included a total weighted sample of 8642 in 2005, 10204 in 2011, and 9824 in 2016 in the final analysis. Factors contributing to the change in unmet need rate were examined using logit-based multivariate decomposition analysis. Results Among married women, unmet needs declined from 33.8% (95% confidence interval (CI):32.8,34.8) in 2005 to 21.0%(95%CI:20.2,21.9) in 2016. In decomposition analysis, the difference in coefficients was responsible for 90% of the overall change in the unmet need rate. In particular, being at the age of 25–49 years, rural place of residence, agrarian regions, and having more than four children were significant predictors of the increase in unmet need rate. Conclusions Unmet needs among women have shown a remarkable decline over the last decade in Ethiopia. Policy and program interventions better targeting younger, agrarian regions and rural dwellers would help to maintain a declining trend in unmet needs.
| S-EPMC10021362 | biostudies-literature
Project description:BackgroundClosing the gap of unmet for family planning is crucial to eliminate new pediatric HIV infections likewise to improve maternal and child health among reproductive-age women living with HIV. However, studies conducted on unmet need for family planning among reproductive-age women living with HIV showed inconsistent and non-conclusive findings on the magnitude of the problem. Moreover, there was no meta-analysis conducted in this area. So this systematic review and meta-analysis were conducted to estimate the pooled prevalence unmet need for family planning among reproductive-age women living with HIV in Ethiopia.MethodsThe Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guideline was followed to review both published and unpublished studies in Ethiopia. All studies in PubMed, Cochrane Library, Hinari, Google Scholar, CINAHL, and Global Health databases were searched. Meta-analysis was performed using STATA 14 software. The heterogeneity and publication bias were assessed using the I2 statistics and Egger regression asymmetry test, respectively. Forest plots were used to present the pooled prevalence with a 95% confidence interval (CI).ResultsThis review included 7 studies, and 3333 study participants. The pooled prevalence of unmet need for family planning among reproductive-age women living with HIV in Ethiopia was 25.13% (95%CI: 19.97, 30.29). The pooled prevalence of unmet need for spacing and limiting was 13.91% (95%CI: 10.11, 17.72) and 9.11% (95%CI: 6.43, 11.78), respectively.ConclusionsOne-fourths of reproductive-age women living with HIV had an unmet need for family planning. A variety of programmatic investments are needed to achieve more meaningful progress toward the reduction of unmet need for family planning among reproductive-age women living with HIV.
| S-EPMC8328287 | biostudies-literature
Project description:BackgroundUnmet family planning is one of the common causes for low contraceptive prevalence rates in developing countries, including Ethiopia. Rapid urbanization had profound effect on population health, however, little is known about the unmet need of family planning in settings where there was increased industrializations and internal migrations in Ethiopia. This study aims to determine the unmet need for family planning services among currently married women and identify factors associated with it in Bishoftu town, Eastern Ethiopia.MethodsCommunity-based cross-sectional study was conducted from 1st January to 28th February, 2021 among 847 randomly sampled currently married women of the reproductive age group. Data were collected using semi structured interviewer administered questionnaire. Multivariate logistic regression was used to identify factors associated with the outcome variable and a 95% confidence interval was used to declare the presence of statistical significance associations.ResultsEight hundred twenty-eight women were participated in the study. The prevalence of unmet need for family planning among currently married women was 26% [95% CI: 23,29]. Maternal age [AOR, 3.00, 95% CI:1.51-5.95], educational status [AOR, 2.49, 95% CI:1.22-5.07], occupational status of self-employee [AOR, 1.98, 95% CI:1.15-3.39] and housewife [AOR, 1.78, 95% CI:1.02-3.12], being visited by health care provider in the last 12 months [AOR, 1.81, 95% CI: 1.26-2.60] and desired number of children less than two [AOR, 1.53, 95% CI:1.01-2.30] were significantly associated with unmet need for family planning.ConclusionsUnmet need for family planning was higher in the study area compared with the United Nations sphere standard of unmet need for family planning and the national average, and slightly lower than the regional average. Socio-demographic, economic, and health institution factors were determinants of the unmet need for family planning in the study area. Therefore, health education and behaviour change communication related to family planning services should be strengthened and access to family planning services should be improved.
| S-EPMC8648111 | biostudies-literature
Project description:ObjectiveThis study was aimed to assess the magnitude and associated factors of unmet need for family planning among rural women in Ethiopia.DesignCross-sectional study.SettingEthiopia.ParticipantsReproductive age group women.Primary outcomeUnmet need for family planning.MethodsThis study drew data from Ethiopian Demographic and Health Survey, which was conducted from 18 January to 27 June 2016. A total of 8327 rural reproductive-aged (15-49 years) women were included. A two-level multivariable logistic regression model was carried out to identify individual and community-level factors associated with unmet need for family planning. Adjusted OR (AOR) with a 95% CI was used to assess the strength of association between independent and dependent variables.ResultsThe overall unmet need for family planning among rural women was 24.08% (95% CI 23.17 to 25.01), of which 14.79% was for spacing and 9.29% for limiting. Number of children (AOR=1.15; 95% CI 1.07 to 1.24) and working status of women (AOR=1.18; 95% CI 1.02 to 1.37) were significantly associated with a higher odds of unmet need for family planning. However, women with primary education (AOR=0.87; 95% CI 0.74 to 0.94), women married at age 18 or later (AOR=0.82; 95% CI 0.70 to 0.96), women from households with high wealth index (AOR=0.77; 95% CI 0.64 to 0.94), women who deem distance to a health facility as not a big problem (AOR=0.85; 95% CI 0.73 to 0.99), women from communities with a high percentage of educated women (AOR=0.73; 95% CI 0.59 to 0.89) and women who live in communities with high media exposure (AOR=0.81, 95% CI 0.68 to 0.98) were significantly associated with a lower odds of unmet needs for family planning.ConclusionUnmet need for family planning among reproductive-aged women in rural Ethiopia was high. Number of children, working status of women, women's education, age at first marriage, household wealth, distance to a health facility, community women's education and community media exposure were significantly associated with unmet needs for family planning. Therefore, to reduce unmet need for family planning, public health policymakers should consider both individual and community-level factors when designing FP programmes and emphasis should be given to high-risk populations.
| S-EPMC8043003 | biostudies-literature
Project description:The notion of unmet need for family planning indicates the gap between women's contraceptive practice and their reproductive intention. Although universal access to sexual and reproductive health services including contraceptive methods is a bedrock for sustainable development goals, the unmet need for contraception is high among young women in low-income countries including Ethiopia. The unmet need for contraception is associated with unintended pregnancy which most of the time end in unsafe abortion. Hence, this study aimed to assess the determinants of unmet need for family planning among young married women in Ethiopia using nationally representative data. This study utilized secondary data collected in the 2016 Ethiopia Demographic and Health Survey (EDHS). A two-stage cluster sampling method was used. The analysis included a total of 2444 sexually active married young women (15-24 years). Multilevel logistic regression analysis was conducted to identify individual and community level factors associated with unmet need for contraceptives and the results were presented as adjusted odds ratio (AOR) at 95% confidence interval (CI), declaring statistical significance at a p-value <0.05 in all analyses. In this study, the prevalence of unmet need for contraceptive method among married young women was 18.4% [95% CI: (16.9, 20.0)]. Female head of the household [AOR: 1.62, CI (1.25, 2.11)], primary level of education [AOR: 1.53, CI: (1.16, 2.03)], family size ≥5 [AOR: 1.53, 95%CI: (1.22, 1.93)], undecided to have child [AOR: 2.86, 95%CI: (1.58, 5.20)] and infecund [AOR: 1.54, 95%CI: (1.08, 2.20)] were factors positively associated with unmet need for family planning. Whereas the odds of unmet need for contraceptive method was lower among women-initiated sex between 15-17 years and >17 years [AOR:0.72, 95%CI (0.53, 0.98)] and [AOR: 0.58, 95%CI: (0.40, 0.85)] respectively and community with high proportion of poverty [AOR: 0.68, 95%CI: (0.46, 0.99)]. The prevalence of unmet need for contraceptive methods among young married women was relatively high. Being female household head, age at first sexual intercourse, educational status of the woman, family size, desire for more children, and community poverty were significantly associated with unmet need for family planning. Hence, interventions targeting these special populations at the individual and community level would play a paramount role in meeting the unmet need for contraception among young married women in Ethiopia.
| S-EPMC11376545 | biostudies-literature
Project description:BackgroundUnmet need for family planning is a measure of the gap between women's contraceptive behavior and their fertility desires. It should be measured among different population groups to effectively implement public health interventions. Thus, this study aimed to determine the magnitude of unmet need for family planning and associated factors among HIV- positive women in Dire Dawa city Anti-retroviral treatment (ART) clinics, Eastern Ethiopia.MethodsWe carried out a facility-based cross-sectional study (March-June 2020) among 409 married women aged 15-49 on ART, using systematic random sampling. A face-to-face interview was done using a structured questionnaire. Bivariable and multivariable logistic regression was done to identify factors associated with unmet need for family planning.ResultsOverall, 33% [95% confidence interval (CI): 28.9-37.9] of the respondents had unmet need for family planning. Woman's residing in a rural area (adjusted odds ratio (AOR): 2.41 [95% CI: 1.24-4.67]), woman's not attained formal education (AOR: 4.14 [95% CI: 1.73-9.93]) and attaining primary education (AOR: 2.97 [95% CI: 1.54-5.74]), poor knowledge (AOR: 2.87 [95% CI: 1.52-5.40]), and unfavorable attitude towards family planning (AOR: 2.21 [95% CI: 1.12-4.34]), clients not satisfied with family planning service (AOR: 6.34 [95% CI: 3.31-12.15]), the woman not having decision making power on family planning (AOR:3.97 [95% CI: 2.14-7.38]) and not getting family planning counseling in ART clinics (AOR: 2.87 [95% CI: 1.54-5.35]) were positively associated with having unmet need for family planning.ConclusionThis study indicates there a high unmet need for family planning among married HIV-positive women. Factors like a place of residence, educational status of women, knowledge and attitude towards family planning, client satisfaction with FP service, women decision-making power, and FP counseling service in ART. Therefore, we recommend that the concerned bodies should collaborate with ART clinics to design interventions that enhance access to family planning programs to combat the high unmet need for family planning among HIV-positive women.
| S-EPMC8051792 | biostudies-literature
Project description:BackgroundReducing unmet need for family planning by increasing the rate of modern contraceptive use is indispensable if Cameroon must meet maternal mortality targets of the Sustainable Development Goals. The objective of this survey was to estimate the rate of contraceptive use and identify factors associated with unmet need for family planning in rural Cameroon.MethodsIt was conducted a community-based cross sectional survey from February to March 2016 targeting women in a union of the Wum Health District. Participants were included by cluster multistep sampling and data collected by trained surveyors using a pretested questionnaire. Data were analysed using Epi-Info version 3.5.4. The odds ratio was used as a measure of association between unmet need for family planning and selected covariates with the statistical significant threshold set at p ≤ 0.05.ResultsAmong the 466 women included in the survey, 78.5% were legally married. The mean age of the participants was 28.7 ± 7.2 years with a mean number of years of cohabitation of 9.1 ± 7.4 years. A total of 438 women from the sample were evaluated for contraceptive use and unmet need for family planning. The rate of modern contraceptive use at the time of the survey was 13[10.1-16.6]% and about 5 in every 10 women had an unmet need for family planning (46.6[41.8-51.4]%) with 31.1% having an unmet need for spacing and 15.5% an unmet need for limiting births. The potential demand for contraception was estimated at 45.9% with only 39.8% of this demand met. When controlled for age, monthly revenue, occupation and partner's level of education, discussion of family planning within the couple (OR = 0.66[0.44-0.97], p-value = 0.032), and partner's approval of contraception (OR = 0.66[0.45-0.97], p-value = 0.035), were found to be significantly associated with decreasing unmet need for family planning.ConclusionWith the very low rates of modern contraceptive use and potential demand for contraception in the Wum Health District, the rate of unmet need for family planning is still very high. Non discussion of family planning within the couple, and disapproval of contraception by the partner are significantly associated with high unmet need for family planning. More of couple-based family planning interventions should be encouraged.
| S-EPMC6195995 | biostudies-literature
Project description:BACKGROUND:Ambitious global goals have been established to provide universal access to affordable modern contraceptive methods. To measure progress toward such goals in populous countries like Nigeria, it's essential to characterize the current levels and trends of family planning (FP) indicators such as unmet need and modern contraceptive prevalence rates (mCPR). Moreover, the substantial heterogeneity across Nigeria and scale of programmatic implementation requires a sub-national resolution of these FP indicators. The aim of this study is to estimate the levels and trends of FP indicators at a subnational scale in Nigeria utilizing all available data and accounting for survey design and uncertainty. METHODS:We utilized all available cross-sectional survey data from Nigeria including the Demographic and Health Surveys, Multiple Indicator Cluster Surveys, National Nutrition and Health Surveys, and Performance, Monitoring, and Accountability 2020. We developed a hierarchical Bayesian model that incorporates all of the individual level data from each survey instrument, accounts for survey uncertainty, leverages spatio-temporal smoothing, and produces probabilistic estimates with uncertainty intervals. RESULTS:We estimate that overall rates and trends of mCPR and unmet need have remained low in Nigeria: the average annual rate of change for mCPR by state is 0.5% (0.4%,0.6%) from 2012-2017. Unmet need by age-parity demographic groups varied significantly across Nigeria; parous women express much higher rates of unmet need than nulliparous women. CONCLUSIONS:Understanding the estimates and trends of FP indicators at a subnational resolution in Nigeria is integral to inform programmatic decision-making. We identify age-parity-state subgroups with large rates of unmet need. We also find conflicting trends by survey instrument across a number of states. Our model-based estimates highlight these inconsistencies, attempt to reconcile the direct survey estimates, and provide uncertainty intervals to enable interpretation of model and survey estimates for decision-making.
| S-EPMC6937659 | biostudies-literature