scholarly journals Changes in Fertility Decline in Rwanda: A Decomposition Analysis

2014 ◽  
Vol 2014 ◽  
pp. 1-10 ◽  
Author(s):  
Pierre Claver Rutayisire ◽  
Pieter Hooimeijer ◽  
Annelet Broekhuis

After having stalled in the 1990s, fertility in Rwanda resumed its downward trajectory between 2005 and 2010. The total fertility rate declined from 6.1 to 4.6 and modern contraceptive use increased. However, it is unclear which determinants lay behind the previous stall and the recent strong drop in fertility. This paper contributes to an ongoing debate on the impact of social upheavals on fertility decline. We use a decomposition analysis, focusing on the change in characteristics and reproductive behaviour of women and their contributions to levels of fertility during 1992–2000 and 2000–2010. Results show that due to widowhood and separation the proportion of women who were married decreased between 1992 and 2000, but their fertility increased in the same period due to replacement fertility and an unmet need for family planning. After 2000, postponement of marriage and lower infant mortality contributed to lower fertility, but the most important effect is the overall lower fertility due not only to improved family planning provision but perhaps also to the sensitizing campaigns of the Rwandan government.

BMJ Open ◽  
2020 ◽  
Vol 10 (2) ◽  
pp. e034675 ◽  
Author(s):  
Amrita Namasivayam ◽  
Sarah Lovell ◽  
Sarah Namutamba ◽  
Philip J Schluter

Objective(s)Despite substantial and rapid improvements in contraceptive uptake in Uganda, many women continue to have unmet need for contraception. As factors affecting contraceptive use are dynamic and complex, this study seeks to identify current predictors and provide effect size estimates of contraceptive use among women and men in Uganda.Study designA nationally representative cross-sectional population survey, using secondary data from Uganda’s 2016 Demographic and Health Survey. Stratified by sex, weighted bivariable and multivariable logistic regression models were derived from a suite of potential predictor variables. Predictive abilities were assessed via 10-fold cross-validated area under the receiver operating characteristic curves (AUCs).SettingUganda.ParticipantsAll women aged 15–49 years who were permanent residents of the selected households or stayed in the household the night before the survey were eligible to participate. In one-third of the sampled households, all men aged 15–54 years who met the same residence criteria were also eligible.Primary outcome measuresModern contraceptive use.ResultsOverall, 4914 (26.6%) women and 1897 (35.6%) men reported using a modern contraceptive method. For women and men, both demographic and proximate variables were significantly associated with contraceptive use, although notable differences in effect sizes existed between sexes—especially for age, level of education and parity. Predictively, the multivariable model was acceptable for women with AUC=0.714 (95% CI 0.704 to 0.720) but less so for men with AUC=0.654 (95% CI 0.636 to 0.666).Conclusion(s)Contemporary significant predictors of contraceptive use among women and men were reported, thereby enabling key Ugandan subpopulations who would benefit from more targeted family planning initiatives to be identified. However, the acceptable AUC for women and modest AUC for men suggest that other important unmeasured predictors may exist. Nonetheless, these evidence-based findings remain important for informing future programmatic and policy directions for family planning in Uganda.


2019 ◽  
Vol 29 (Supplement_4) ◽  
Author(s):  
N M Sougou ◽  
O Bassoum ◽  
M M M M Leye ◽  
A Tal-Dia

Abstract Background The impact of access to decision-making on women’s health in the choice of fertility control has been highlighted by research. The aim of this study was to analyze the impact of access to decision-making for women’s health on access to family planning in Senegal in 2017. Methods The analyses of this study had been done on the Individual Records file of Senegal’s Demographic Health Survey 2017. This data covered 8865 women aged 15 to 49 years. The propensity scores matching method had been done. The variable access to the decision was considered as the variable of interest. Matching was done using variables that were not modified by the effect of the treatment. These were religion and socio-economic level. The outcome variables were modern contraceptive use, the existence of unmet needs and the type of modern contraceptive method used. Significance was at 5%. The condition of common support had been respected. The analysis was done with the STATA.15 software. Results Six percent (6.26%) of women could decide about their health on their own. Access to decision-making increased significantly with the woman’s age (p < 0.05). Fifteen percent (15.24%) women used a modern contraceptive method. Women using a contraceptive method were more numerous in the group with access to decision-making (29.43%) with a significant difference with the other group of 8% (p < 0.05). After matching, there was no significant difference between women in terms of modern contraceptive use and the existence of unmet needs. There was a significant difference in the type of contraceptive method used between the two groups of women. These differences were 23.17% for Intra Uterine Device, 52.98% for injections, 08.9% for implants and 10.79% for condoms. Conclusions Access to decision-making for health would facilitate women’s access to long-acting contraceptive methods. These findings show the importance of implementing gender transformative interventions in improving access to family planning. Key messages Access to decision-making for health would allow better access to modern contraceptive methods, especially those with a long duration of action. Better consideration of gender disparity reduction could improve access to family planning in Senegal.


2021 ◽  
Vol 5 ◽  
pp. 80
Author(s):  
Saleh Babazadeh ◽  
Julie Hearnandez ◽  
Philip Anglewicz ◽  
Jane Bertrand

Background: Spatial access has a direct effect on health service utilization in many settings. Distance to health facility has proven to affect family planning (FP) service use in many Sub-Saharan countries. Studies show that women who reside closer to facilities offering family planning services are more likely to use modern contraceptives. However, researchers often test the theory of distance decay. This study analyzed the significance of proximity to family planning services, service availability, and quality of family planning services on modern contraceptive use in Kinshasa, Democratic Republic of the Congo. Methods: We used a pool of four rounds of facility- and population-based survey data in Kinshasa from PMA2020 between 2014 and 2016. We used GPS coordinates to calculate the distance between the health facilities and households. We tested if women who live closer to service delivery points with higher level of availability and quality are more likely to use modern contraceptives or less likely to have unmet need for contraceptive services. Results: 10,968 women were interviewed over four rounds of data collection. Our findings show that living closer to an SDP is not a determinant of modern contraceptive use or having unmet need for FP services. Lack of cognitive access, economic barriers, bypassing the closest facility, and sociocultural norms are strong barriers for women in Kinshasa to use modern contraceptives. Proximity to quality services did not necessarily result in increased FP use among women of reproductive age living in Kinshasa, thus suggesting that a bypass phenomenon may occur when obtaining modern contraceptive services. Conclusions: This study notes that barriers other than proximity to access may be substantial determinants of contraceptive use or unmet need. More research should be conducted that directly measures multidimensional components of access in order to interpret women’s contraceptive seeking behaviors in urban areas of Sub-Saharan Africa.


2019 ◽  
Author(s):  
Saleh Babazadeh ◽  
Julie Hernandez ◽  
Philip Anglewicz ◽  
Jane T Bertrand

Abstract Background: Spatial access has a direct effect on health service utilization in many settings. While, all elements of access are usually affected by service delivery points and client characteristics. Distance to facility has proven to affect family planning service use in many Sub-Saharan countries. Studies show that women who reside closer to facilities offering family planning services are more likely to use modern contraceptives. However, researchers often test the theory of distance decay to observe any association between an increased distance of health facilities and health service utilization. This study to analyze the significance of proximity to family planning services, as well as service availability and quality of family planning services in Kinshasa. Method: We used a pool of four rounds of facility- and population-based survey data in Kinshasa. We tested if women who live closer to service delivery points with higher level of availability and quality are more likely to use modern contraceptives or less likely to have unmet need for contraceptive services. Results: Our findings show that living closer to an SDP is not a determinant of modern contraceptive use or having unmet need for FP services. Discussion: Lack of cognitive access, economic barriers, bypassing the closest facility, and sociocultural norms are among the strong barriers for women in Kinshasa to use modern contraceptives. Our analysis shows that proximity to quality services does not necessarily result in increased FP use among women of reproductive age living in Kinshasa, thus suggesting that a bypass phenomenon may occur when obtaining modern contraceptive services. Conclusion: This study indicates that proximity to facilities does not necessarily equate proximity to methods, nor does it necessarily enable current users or women with an unmet need (potential contraceptive users) to easily obtain services for their method of choice. This study notes that other barriers to access may be substantial determinants of contraceptive use or unmet need. More research should be conducted that directly measures multidimensional components of access in order to interpret women’s contraceptive seeking behaviors in urban areas of Sub-Saharan Africa.


2020 ◽  
Author(s):  
Kate Sheahan ◽  
Ilene Speizer ◽  
Jennifer Orgill-Meyer ◽  
Sian Curtis ◽  
Morris Weinberger ◽  
...  

Abstract Background: Unmet need for contraception is high in the postpartum period. Research has identified the role that integration of family planning into child immunization services can have in addressing this need. However, evidence about the effects of family planning and immunization integration has been inconsistent and more evidence is required to determine whether and how to invest in integration. This study applies continuous facility-level family planning and child immunization integration index scores to: (1) determine whether facility-level integration changes over time, (2) assess the impact of the Nigerian Urban Reproductive Health Initiative (NURHI) - a program that aimed to increase modern contraceptive use - on integration, and (3) identify determinants of integration across facilities in urban areas of Nigeria. Methods: Longitudinal data from health facilities in six urban areas of Nigeria are available from 400 facilities at baseline and 385 facilities at endline. Difference-in-differences models are used to assess the impact of NURHI on Provider Integration and Facility Integration Index scores, and to identify facility-level determinants of integration. The two outcome measures, Provider and Facility Integration Index scores, measure attributes that support integrated service delivery. The independent variables are (1) time period (2) whether the facility received the NURHI intervention, and (3) facility-level characteristics. Results: Our results show that the Provider Integration Index scores increased significantly only among non-intervention facilities while Facility Integration Index scores did not increase significantly in either group. We find that NURHI did not have a significant effect on integration index scores. Results also pinpoint facility characteristics that influence integration, including public ownership and the proportion of providers who have received family planning training. Conclusion: Programs aiming to increase integration of family planning and immunization services should monitor and provide targeted support for the implementation of a well-defined integration strategy that considers the influence of facility characteristics and concurrent initiatives.


2021 ◽  
Vol 2 ◽  
Author(s):  
Catherine Akoth ◽  
James Odhiambo Oguta ◽  
O'Brien M. Kyololo ◽  
Martin Nyamu ◽  
Michael Ndung'u Ndirangu ◽  
...  

Background: Family planning (FP) is a key intervention in improving maternal and child health. Hence, we assessed the factors associated with utilisation and unmet need for modern contraceptives among urban women in Kenya.Methods: The study used pooled data on 10,474 women 15–49 years from the seven rounds of the performance monitoring for accountability surveys collected between 2014 and 2018. The surveys were conducted in 11 of the 47 counties of Kenya using a multistage cluster design. Sample characteristics were described using frequencies and percentages while factors associated with utilisation and unmet need for modern contraceptives were assessed using multivariable logistic regressions.Results: The prevalence of modern contraceptives use and unmet need for FP among urban women in Kenya was 53.7% [95% confidence interval (CI) 52.1–55.3%] and 16.9% (15.8–18.1%), respectively. The use of modern contraceptive was associated with the county of residence, age, marital status, parity, education, household wealth quintile, exposure to media, and survey year. Teenagers, poorest urban women, women with no formal or primary level of education and those who seek services at a dispensary or health centres had higher odds of unmet need for FP while women who resided in Kitui and Nyamira counties had reduced odds of unmet need for FP. The odds of unmet need decreased with the survey year while that of modern contraceptive use had an inverse trend.Conclusion: Overall modern contraceptive use in urban areas is lower than the national average while the unmet need for FP is higher than national average, highlighting a potential urban-rural disparity in FP indicators in Kenya. Individual sociodemographic and socioeconomic and contextual factors are associated with the use of modern contraceptive and unmet need for FP among urban women in Kenya. Urban family planning policies and programmes in Kenya need to focus on strengthening urban healthcare systems to provide equal and accessible FP services, especially targeted towards teenagers and young women and those of low socioeconomic status.


2020 ◽  
Vol 08 (05) ◽  
pp. 451-473
Author(s):  
Lavleen Mohan Singh ◽  
Shankar Prinja ◽  
Pankhuri Rai ◽  
Ankita Siddhanta ◽  
Ajay Kumar Singh ◽  
...  

2020 ◽  
Author(s):  
Saleh Babazadeh ◽  
Julie Hernandez ◽  
Philip Anglewicz ◽  
Jane T Bertrand

Abstract Background: Spatial access has a direct effect on health service utilization in many settings. While, all elements of access are usually affected by service delivery points and client characteristics. Distance to facility has proven to affect family planning service use in many Sub-Saharan countries. Studies show that women who reside closer to facilities offering family planning services are more likely to use modern contraceptives. However, researchers often test the theory of distance decay to observe any association between an increased distance of health facilities and health service utilization. This study to analyze the significance of proximity to family planning (FP) services, as well as service availability and quality of family planning services in Kinshasa. Methods: We used a pool of four rounds of facility- and population-based survey data in Kinshasa. We tested if women who live closer to service delivery points with higher level of availability and quality are more likely to use modern contraceptives or less likely to have unmet need for contraceptive services. Results: Our findings show that living closer to an SDP is not a determinant of modern contraceptive use or having unmet need for FP services. Discussion: Lack of cognitive access, economic barriers, bypassing the closest facility, and sociocultural norms are among the strong barriers for women in Kinshasa not to use modern contraceptives. Our analysis shows that proximity to quality services does not necessarily result in increased FP use among women of reproductive age living in Kinshasa, thus suggesting that a bypass phenomenon may occur when obtaining modern contraceptive services. Conclusion: This study indicates that proximity to facilities does not necessarily equate proximity to methods, nor does it necessarily enable current users or women with an unmet need (potential contraceptive users) to easily obtain services for their method of choice. This study notes that other barriers to access may be substantial determinants of contraceptive use or unmet need. More research should be conducted that directly measures multidimensional components of access in order to interpret women’s contraceptive seeking behaviors in urban areas of Sub-Saharan Africa.


2021 ◽  
Vol 18 (1) ◽  
Author(s):  
Susan Ontiri ◽  
Lilian Mutea ◽  
Violet Naanyu ◽  
Mark Kabue ◽  
Regien Biesma ◽  
...  

Abstract Background Addressing the unmet need for modern contraception underpins the goal of all family planning and contraception programs. Contraceptive discontinuation among those in need of a method hinders the attainment of the fertility desires of women, which may result in unintended pregnancies. This paper presents experiences of contraceptive use, reasons for discontinuation, and future intentions to use modern contraceptives. Methods Qualitative data were collected in two rural counties in Kenya in 2019 from women with unmet need for contraception who were former modern contraceptive users. Additional data was collected from male partners of some of the women interviewed. In-depth interviews and focus group discussions explored previous experience with contraceptive use, reasons for discontinuation, and future intentionality to use. Following data collection, digitally recorded data were transcribed verbatim, translated, and coded using thematic analysis through an inductive approach. Results Use of modern contraception to prevent pregnancy and plan for family size was a strong motivator for uptake of contraceptives. The contraceptive methods used were mainly sourced from public health facilities though adolescents got them from the private sector. Reasons for discontinued use included side effects, method failure, peer influence, gender-based violence due to covert use of contraceptives, and failure within the health system. Five reasons were provided for those not willing to use in the future: fear of side effects, cost of contraceptive services, family conflicts over the use of modern contraceptives, reduced need, and a shift to traditional methods. Conclusion This study expands the literature by examining reasons for contraceptive discontinuation and future intentionality to use among women in need of contraception. The results underscore the need for family planning interventions that incorporate quality of care in service provision to address contraceptive discontinuation. Engaging men and other social influencers in family planning programs and services will help garner support for contraception, rather than focusing exclusively on women. The results of this study can inform implementation of family planning programs in Kenya and beyond to ensure they address the concerns of former modern contraception users.


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