Spatial variations and associated factors of modern contraceptive use in Ethiopia: a spatial and multilevel analysis

Socioeconomic inequalities in contraceptive use among Brazilian women: A multilevel analysis stratified by parity

Objective

To investigate if individual and contextual socioeconomic factors are associated with contraceptive use in Brazilian women from 18 to 49 years old, stratified by parity.

Methods

Cross-sectional, population-based study that analyzed data from 16,879 women from 18 to 49 years old, respondents of the 2013 National Health Survey. Individual factors such as reproductive history, access to health services, and sociodemographic characteristics were considered; and as contextual factors, Human Development Index (HDI), Sociodemographic Index (SDI) Primary Health Care Coverage (PHC coverage) and Average Monthly Income were included. Multilevel logistic regression models were estimated, stratified by parity, with women being level 1 and States and Federal District of level 2 units.

Results

Nulliparous women had lower prevalence of contraceptive use (77.9 %) when compared with primiparous and multiparous (88.7 %), as well as greater variability in the chance of using contraception (ICC = 2.1 vs. ICC = 1.1, respectively). Women who lived in States with higher levels of HDI, average monthly income and SDI were more likely to use contraception. The greater PHC coverage was positively associated with the use of contraceptives for primiparous/multiparous women and negatively for the nulliparous. Furthermore, higher education increased the chances of using contraception, both for nulliparous and primiparous/multiparous women.

Conclusions

The high contraceptive coverage in Brazil hides important inequities in access, highlighting contextual characteristics associated with the use of contraceptives, in addition to individual factors. The lower prevalence and chance of using contraceptives for nulliparous women with greater social vulnerability reveal inequity and priority in public policies.

Implications for practice

The need to improve access to contraception is highlighted, considering both the individual and contextual vulnerabilities of women, which implies ensuring timely and qualified access to contraceptive methods, especially for young and nulliparous women who are more socially vulnerable.

Modern contraceptive utilization and associated factors among younger and older married youth women in Ethiopia: Evidence from Ethiopia Mini Demographic and Health Survey 2019

INTRODUCTION

Utilization of modern contraceptives increases over time but it was still low and varies across ages among married youth woman. This study revealed the prevalence of modern contraceptives and its associated factors among younger and older married youth women.

METHODS

A cross-sectional study design was applied to the sample of EMDHS 2019. Multilevel logistic regressions were carried out using STATA version 16 to identify the individual and community-level factors of modern contraceptive utilization. Adjusted odds ratios with a 95% confidence interval and variables with a p-value < 0.05 were considered to be significant determinants of modern contraceptive utilization.

RESULT

In the EMDHS 2019, a total of 3290 married women between ages 15 and 34 were included. Among these 1210 (36.7%) and 2080 (63%) women, they were age groups of 15-24 and 25-34 years, respectively. Modern contraceptive utilization among women aged 15-24 and 25-34 years was 54.23% and 52.6%, respectively. Injection is a commonly used modern contraceptive method. In this study, factors associated with modern contraceptive utilization among women aged 15-24 years include women who had primary education [AOR = 2.22; 95% CI: 1.02-4.83], who had three or more children in the household [AOR = 14.29; 95% CI: 1.61-126.25], Protestants [AOR = 0.29; 95% CI: 0.14-0.61], five to seven households [AOR = 0.34; 95% CI: 0.17-0.69], and region [AOR = 6.98; 95%:2.30-21.16]. On other hand, factors associated with modern contraceptive utilization among women aged 25-34 were women who had one or two under-five children in the household [AOR = 1.66; 95% CI: 1.03-2.68] and region [AOR = 3.54; 95%CI: 1.79-6.97].

CONCLUSIONS

More than 50% of participants used modern contraceptives in both age groups and, the associated factor of modern contraceptive utilization varied among this age group. Health managers and policymakers need to consider age group, region, educational status, religion, and fertility level in planning of family planning program.

Availability and readiness of healthcare facilities and their effects on antenatal care services uptake in Bangladesh

BACKGROUND

Sustainable Development Goal (SDG) 3.7 aims to ensure universal access to sexual and reproductive healthcare services, where antenatal care (ANC) is a core component. This study aimed to examine the influence of health facility availability and readiness on the uptake of four or more ANC visits in Bangladesh.

METHODS

The 2017/18 Bangladesh Demographic and Health Survey data were linked with the 2017 Health Facility Survey and analyzed in this study. The associations of health facility-level factors with the recommended number of ANC uptakes were determined. A multilevel mixed-effect logistic regression model was used to determine the association, adjusting for potential confounders.

RESULTS

Nearly 44% of mothers reported four or more ANC uptakes, with significant variations across several areas in Bangladesh. The average distance of mothers' homes from the nearest health facilities was 6.36 km, higher in Sylhet division (8.25 km) and lower in Dhaka division (4.45 km). The overall uptake of the recommended number of ANC visits was positively associated with higher scores for the management (adjusted odds ratio (aOR) 1.85; 95% CI, 1.16-2.82) and infrastructure (aOR, 1.59; 95% CI, 1.09-2.19) of health facilities closest to mothers' homes. The odds of using the recommended number of ANC in mothers increased by 3.02 (95% CI, 2.01-4.19) and 2.36 (95% CI, 2.09-3.16) folds for each unit increase in the availability and readiness scores to provide ANC services at the closest health facilities, respectively. Every kilometer increase in the average regional-level distance between mothers' homes and the nearest health facilities reduced the likelihood of receiving the recommended number of ANC visits by nearly 42% (aOR, 0.58, 95% CI, 0.42-0.74).

CONCLUSION

The availability of healthcare facilities close to residence, as well as their improved management, infrastructure, and readiness to provide ANC, plays a crucial role in increasing ANC services uptake. Policies and programs should prioritize increasing the availability, accessibility, and readiness of health facilities to provide ANC services.

Modern contraceptive use and associated factors among reproductive-age women in Ethiopia: multilevel analysis evidence from 2019 Ethiopia mini demographic and health survey

BACKGROUND

Despite the high fertility and population growth rates, the use of modern contraceptives remains low in low- and middle-income countries. Different pocket-sized studies on the use of modern contraceptive methods conducted in various parts of Ethiopia have been extremely varied and ambiguous. Therefore, this study aimed to assess modern contraceptive use and its associated factors in women of reproductive age in Ethiopia.

METHODS

Cross-sectional data from the Ethiopia Interim Demographic Health Survey (EMDHS) 2019 in a stratified, two-stage, and cluster sampling study. Multilevel binary logistic regression analysis was used to fit the associated factors. The interclass correlation (ICC), median odds ratio (MOR), proportional change variance (PVC), and deviance were used for model comparison and fitness. The adjusted odds ratio (AOR) with 95% confidence interval (CI) was used to identify the significant factors of modern contraceptive use.

RESULT

The multilevel analysis demonstrated that Orthodox religion [AOR = 1.7; 95%CI: 1.4-2.10] protestant religion [AOR = 1.2; 95%CI: 0.93-1.62], married [AOR = 4.2; 95%CI: 1.93-9.07], primary education [AOR = 1.5; 95%CI: 1.26-1.76], secondary education [AOR = 1.36; 95%CI: 1.04-1.77 [AOR = 1.89; 95%CI: 1.37-2.61], middle [AOR = 1.4; 95%CI: 1.14-1.73], rich [AOR = 1.3; 95%CI: 1.06-2.68] were positively associated with modern contraceptive utilization, while the age group of 40-49 [AOR = 0.45, 95% CI: 0.34-0.58], and high community poverty [AOR = 0.62; 95%CI: 0.46-0.83] were negatively associated with modern contraceptive utilization.

CONCLUSION

The prevalence of modern contraception in Ethiopia remains low. Maternal age, religion, maternal education, marital status, wealth index, region, and community poverty were significant predictors of modern contraceptive utilization in Ethiopia. Governments and non-governmental organizations should expand their public health programs to poorer communities to increase the use of modern contraception in the country.

Factors affecting utilization of modern contraceptive methods among women of reproductive age in Ethiopia

INTRODUCTION

Modern contraceptive use is important for improving health and socioeconomic outcomes, but Ethiopia is among the lowest-using countries. Therefore, this study aimed to determine factors affecting modern contraceptive use among women of reproductive age in Ethiopia.

METHODS

This population-based cross-sectional study used data obtained from the 2019 Ethiopia Mini Demographic and Health Survey (EMDHS). A total of 8,885 reproductive-age women were included in the analysis. A weighted generalized estimating equation approach was used to account for the clustering and weighting effects in the assessment of associations between modern contraceptive usage and socioeconomic and demographic variables.

RESULTS

Modern contraceptive use among women of reproductive age in Ethiopia is low (28%). Prevalence is highest among women aged 25-34 (40.11%), with higher education (30.97%), who are Orthodox Christians (31.67%), married (40.40%), middle wealth index (31.70%), female-headed households (31.42%), with 1-3 living children (44.85%), who headed by under 31 years old (40.07%), and in the Amhara region (34.45%). In the generalized estimating equation analysis, women aged 35-44 and over 45, Muslims, households heads aged 41-50 and over 50, and in female-headed households were less likely to use modern contraceptives, while women with primary, secondary, and higher education, married, middle and rich wealth index, and with 1-3 and more living children were more likely to use modern contraceptive than their counterparts (reference group) and were statistically significant.

CONCLUSION

Modern contraceptive use is notably low among women of reproductive age in Ethiopia. Factors such as age, women's educational level, religion, marital status, number of living children, wealth status, gender and age of household head, and region were identified as significant factors associated with modern contraceptive use. Therefore, to increase modern contraceptive use, governmental and non-governmental organizations should invest in women's education and financial empowerment and raise awareness about the benefits of modern contraceptives, especially among older, unmarried, financially poor, elderly-led households, with few living children, and uneducated women.

Spatial distribution of caesarean deliveries and their determinants in Bangladesh: evidence from linked data of population and health facility survey

Background

Health facility-level factors play a crucial role in women's access to and use of caesarean section (CS) services, but lacks relevant evidence. The study aimed to understand the effects of health facility-level factors on CS delivery in Bangladesh.

Methods

The 2017-18 Bangladesh Demographic and Health Survey (2017-18 BDHS) and the 2017 Bangladesh Health Facility Survey (2017 BHFS) were linked and analysed in this study. The sample comprised of 4954 women gave at least one live birth within three years preceding the survey. The outcome variable was delivery through CS (yes, no) and the explanatory variables were health facility-level, individual-level, household-level, and community-level factors. Moran's I and Getis-Ord General G statistic were used to identify the hotspots of delivery through CS. Mixed-effect multilevel logistic regression was used to examine the association of the outcome variable with explanatory variables.

Findings

Around 33% of women in Bangladesh underwent CS in their most recent pregnancies. The hotspots of delivery through CS are located primarily in Rajshahi, Dhaka, and Khulna divisions. The likelihood of delivered through CS increased with the rising scores of the management (Adjusted Odds Ratio (AOR), 1.83; 95% CI 1.04-2.07) and infrastructure (AOR, 3.14; 95% CI 1.40-5.12) of the nearest health facility. The readiness of health facilities to provide comprehensive obstetric care was significantly associated with an increased likelihood of delivery through CS (AOR, 2.18; 95% CI 1.15-3.28). These relationships were strong for private than non-government and government health facilities.

Interpretation

The proximity of comprehensive obstetric care facilities to women's residences and their readiness to provide services play critical roles in the access to and use of CS in Bangladesh. The findings highlight the importance of necessary healthcare personnel, including midwives, availability of government hospitals where undue CS are avoided, and awareness-building programmes about the adverse effects of CS delivery.

Funding

None.

Spatial variations and multi-level determinants of modern contraceptive utilization among young women (15-24 years) in Ethiopia: spatial and multi-level analysis of mini-EDHS 2019

INTRODUCTION

There is tremendous regional inequalities and low uptake of modern contraceptives particularly among young women (15-24 years), characterized by high fertility but high unmet need for contraceptives in Ethiopia. Hence, the present study aimed at exploring the spatial distribution and the multi-level determinants of modern contraceptive use among young women in Ethiopia.

METHODS

This study was conducted using the 2019 Ethiopian demographic and health survey data on a weighted sample of 3,379 young women. STATA version 14 for the multi-level, and ArcGIS 10.7 and Sat Scan 9.6 for the spatial analysis were used. Spatial analysis was done to identify the hotspot areas of modern contraceptive use in Ethiopia. Multi-variable multi-level logistic regression was used for identifying determinants of modern contraceptive use and variables with a p-value < 0.05 were considered to be significant determinants.

RESULT

The overall prevalence of modern contraceptive use among young women in Ethiopia was 17.23% (95% CI: 10.98, 23.47). The hotspots areas for modern contraceptive use were detected in the central and south-western Amhara, western and central Oromia, and western SNNPR regions. Whereas the Somali region, Dire dawa, and Harari cities were cold spot areas for modern contraceptive use. Being married (AOR = 18.5; 95% CI: 12.66, 27.27), parity (AOR = 4.82; 95% CI: 1.27, 18.32), having television (AOR = 2.39; 95%CI: 1.43, 3.99), having radio (AOR = 1.43; 95%CI: 1.05, 1.94) had higher odds of using modern contraceptives compared to their counterparts. Besides, family size of above five (AOR = 0.46; 95% CI: 0.34, 0.62) and living in Somali region (AOR = 0.05; 95% CI: 0.01, 0.32) were associated with decreased odds of using modern contraceptives among young women in Ethiopia.

CONCLUSION

The modern contraceptive use was low among young women and considerably varied across regions in Ethiopia. A remarkably low rate of modern contraceptive use (cold spot) area was detected in Somali region-Ethiopia. Taking in to account a geographic perspective and key factors identified in this study would be vital for efficient resource allocation, targeted interventions, and informed decision-making to enhance contraceptive uptake in Ethiopia.

Spatial distribution and determinants of high-risk fertility behavior among reproductive-age women in Ethiopia

BACKGROUND

In low-and-middle-income, including Ethiopia, high-risk fertility behavior is a major public health concern. High-risk fertility behavior has an adverse influence on maternal and child health, which hampered efforts to reduce maternal and child morbidity and mortality in Ethiopia. Therefore, this study aimed to assess the spatial distribution and associated factors of high-risk fertility behavior among reproductive-age women in Ethiopia using recent nationally representative data.

METHODS

Secondary data analysis was done with a total weighted sample of 5865 reproductive-aged women using the latest mini EDHS 2019. The spatial distribution of high-risk fertility behavior in Ethiopia was determined using spatial analysis. Multilevel multivariable regression analysis was used to identify predictors of high-risk fertility behavior in Ethiopia.

RESULTS

The prevalence of high-risk fertility behavior among reproductive-age women in Ethiopia was 73.50% (95% CI 72.36%, 74.62%). Women with primary education [AOR = 0.44; 95%CI; 0.37, 0.52], women with secondary and above education [AOR = 0.26; 95%CI; 0.20, 0.34], being Protestant religion followers [AOR = 1.47; 95%CI; 1.15, 1.89], being Muslim religion follower [AOR = 1.56; 95%CI; 1.20, 2.01], having television [AOR = 2.06; 95%CI; 1.54, 2.76], having ANC visit [AOR = 0.78; 95%CI; 0.61, 0.99], using contraception [AOR = 0.77; 95%CI; 0.65, 0.90], living in rural areas [AOR = 1.75; 95%CI; 1.22, 2.50] were significantly associated with high-risk fertility behavior. Significant hotspots of high-risk fertility behavior were detected in Somalia, SNNPR, Tigray region, and Afar regions of Ethiopia.

CONCLUSIONS

A significant proportion of women in Ethiopia engaged in high-risk fertility behavior. High-risk fertility behavior was distributed non-randomly across Ethiopian regions. Policymakers and stakeholders should design interventions that take into account the factors that predispose women to have high-risk fertility behaviors and women who reside in areas with a high proportion of high-risk fertility behaviors to reduce the consequences of high-risk fertility behaviors.

An Interpretative Study of LARCs Discontinuation in Ethiopia: The Experiences of Women Accessing Contraceptives in Selected Public Health Facilities

Background

Discontinuation of contraception for reasons other than wanting to become pregnant is a public health concern as it affects women's autonomy in sexual and reproductive health decision making as well as gender equality. Studies identified various factors, including community perception and users' dissatisfaction that limited the reach and impact of contraceptives, primarily LARCs, on women's wellbeing. In Ethiopia, however, the reasons for early discontinuation of LARCCs are not adequately explored. Against this backdrop, this study explores the main reasons for the early discontinuation of LARCs among Ethiopian women in selected public health facilities.

Methods

This study used an institution-based qualitative study design and covered selected university hospitals and health centers in Addis Ababa, Gondar, Mekelle, and Jimma. It involved in-depth interviews with 29 women aged 15-49 to gather data and explore the decision-making processes involved in the early discontinuation of LARCs. It used description, narration and thematic interpretation as data analysis procedures.

Results

Interviewees reported several reasons for early discontinuation of LARCs, including side effects (eg, weight gain/loss, heavy menses, tiredness, and reduced libido), desire to conceive, and husbands' disapproval. This study found that women were sufficiently aware of alternative contraceptives, including LARCs. Many reported experimenting before deciding on an option. Conversely, others' reports reveal the influences of gender roles and community misconceptions on women's decisions to discontinue LARCs.

Discussion and Implications

The common threads in interviewees' narratives highlight the significance of traditional values, gender roles, community perception, and experience with side effects to women's early discontinuation of LARCs. This study concludes with remarks on how to improve the effectiveness of family planning programming by adopting the gender transformative approach (GTA) in their design and implementation.

Effectiveness of Health Education Interventions Methods to Improve Contraceptive Knowledge, Attitude, and Uptake Among Women of Reproductive Age, Ethiopia: A Systematic Review and Meta-Analysis

Background

Globally, about 600,000 women die yearly as a result of pregnancy-related causes. Access to contraceptive health education has been described as one of the crucial interventions to confront maternal mortality. Nevertheless, the effectiveness of these interventions has not been systematically reviewed.

Objective

To access the effectiveness of health education intervention methods to improve contraceptive knowledge, attitude, and uptake among reproductive age group women.

Methods

This systematic review was conducted under Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines through a systematic literature search of articles published between 2010 and 2022 comprising information on the effects of health education on contraceptive knowledge, attitude, attitude, and utilization among the reproductive age group of women. The most known bibliographic databases and libraries: PubMed/Medline, Embase, and Cochrane library were used.

Result

Eleven quasi-experimental studies fulfilled the inclusion criteria were included in the review. In a random effects model, the pooled estimate of the health education effect became 0.15 (95% CI = 0.104-0.206) at a P value of .001, and the pooled confidence intervals of the combined estimate of effect size occur on the positive side of zero. Therefore, contraceptive health education has a statistically significant positive effect on the contraceptive outcome despite variation between interventional and control groups.

Conclusion and recommendation

This review found that interactive communication supported by various health education delivery methods like brochures, booklets, peer educators, and the use of different behavioral change theories are more effective than the one-way and routine counseling of the family planning (FP) health education approach.

Reason and Associated Factors for Nonuse of Contraceptives Among Ethiopian Rural Married Women: A Multilevel Mixed Effect Analysis

Introduction

Contraception has a clear impact on the health of women and families in developing countries. This study aims to identify multilevel determinants of nonuse of modern contraceptives among Ethiopian rural married women in their productive age group.

Method

The study relied on data from the 2016 Ethiopian Demographic and Health Surveys. A multilevel logistic regression model was used for analysis.

Result

In rural areas, nonuse of modern contraceptives is surprising high (81.7%), primarily due to fear of side effects (12.89%) and breastfeeding (8.2%). Among women aged 35 to 49 years (adjusted odds ratio [AOR] = 0.66; 95% confidence interval [CI]: 0.540.81), husbands with secondary and above education levels (AOR = 0.83; 95% CI: 0.7-1), those in the high wealth index (AOR = 0.61; 95% CI: 0.51-0.72), and those who have had 1 to 2 children in the past 5 years (AOR  =  0.28; 95% CI: 0.24-0.33), there was a lower chance of not using contraception. Muslims are less likely to want to use modern contraceptives (AOR = 1.2; 95% CI: 0.96-1.4). Women living in Afar (AOR  =  20.9; 95% CI: 9.6-44.7), Oromia (AOR =  1.5; 95% CI: 1.01-2.3), Somali (AOR = 71.1; 95% CI: 24.1-209.2), Gambela (AOR = 2.3; 95% CI: 1.4-3.9), Harari (AOR  =  4.4; 95% CI: 2.24-8.72), and Dire Dawa (AOR = 3.2; 95% CI: 1.5-6.9), regional states, were less likely to want to use modern contraceptives as compared to those in Tigray.

Conclusion

Family planning interventions should target younger women, women living in rural areas, the poor, and Muslim women. In order to maximize the effectiveness of family planning promotion policies, it's important to address the reasons for nonuse of contraceptives identified in each region and contextual differences regarding women of reproductive age.

Prevalence and Determinants of Contraceptive Utilization among Women in the Reproductive Age Group in Ethiopia

INTRODUCTION

Despite the huge advantages of family planning programs, contraception use in Ethiopia remains low. Determining the magnitude and associated factors of contraceptive utilization helps to take action for further improvement. Therefore, this study aimed to assess the prevalence and identify determinants of using contraceptives among women of reproductive age in Ethiopia.

METHODS

The 2019 Ethiopian Mini Demographic and Health Survey 2019 (EMDHS 2019) dataset was utilized in this population-based investigation. In the current study, 8885 reproductive-age women were included. Binary logistic regression analysis was employed to examine significant factors associated with the utilization of contraceptive methods. The analysis was done using SPSS software version 20.

RESULTS

The prevalence of contraceptive utilization amongst women's reproductive age in Ethiopia was 37.6%. Of all contraceptive users, a large number of women, 57.0%, used injectable kinds of contraceptives followed by implants (24.3%). Participants aged 20-29 (AOR = 2.32, 95%CI: 1.79-3.01) and aged 30-39 years (AOR = 3.12, 95%CI: 2.58-3.78); from Addis Ababa (AOR = 3.27, 95%CI:2.42-4.43), Dire Dawa (AOR = 2.96, 95%CI:2.28-3.84), and urban residence (AOR = 2.49, 95%CI:2.13-2.91); who had secondary education level 1.391(AOR = 1.14-1.70), diploma and above (AOR = 1.39, 95%CI:1.12-1.72); being in rich wealth index (AOR = 1.260, 95%CI:1.06-1.50); having five or more children (AOR = 1.37, 95%CI:1.17-1.61); and who had knowledge about contraceptives (AOR = 1.88, 95%CI:1.42-2.48) and being married (AOR = 5.82, 95%CI: 4.60-7.36) had higher odds of utilizing contraceptives, while women aged 40-49 years (AOR = 0.93, 95%CI: 0.89-0.96) and from residential region of Oromia (AOR = 0.516, 95%CI: 0.40-0.67), Somalia (AOR = 0.48, 95%CI: 0.38-0.62) and Benishangul (AOR = 0.53, 95%CI: 0.40-0.70) had lower odds of using contraception.

CONCLUSIONS

The study concluded that the use of contraceptives remained very low (found below the national target) in Ethiopia. Factors like age, educational level, number of children, and region of the women, religion, wealth index, and marital status are determinant factors associated with contraceptive use among reproductive-age women in Ethiopia. For a more successful intervention approach that encourages the use of contraceptive methods, these variables should be considered.

Factors associated with non-use of modern contraceptives among sexually active women in Ethiopia: a multi-level mixed effect analysis of 2016 Ethiopian Demographic and Health Survey

Background

Appropriate contraceptive use prevents unintended pregnancy, protects the health of mother and child, and promotes women’s well-being. Use of modern Family planning in Ethiopia was still very low. The purpose of this study was to assess the factors that are associated with non-use of modern family planning services among women of reproductive age.

Method

A nationally representative 2016 EDHS women data were used for analysis. A total of 15,683 women in the reproductive age group were included in this study. Descriptive and multilevel multivariable binary logistic regression models were used to summarize descriptive data and measure statistical association between the dependent and the individual and community level variable, respectively. Adjusted Odds Ratio (AOR) and confidence interval were respectively used to measure association and its statistical significance.

Result

Among women in the reproductive age group 79.49% (95% CI: 78.85%, 80.12%) did not use a modern contraceptive method. Women age between 25–34 years (AOR = 0.54, 95% CI: 0.47–0.61) and age between 34–49 year (AOR = 0.62, 95% CI: 0.55–0.71), having primary educated women (AOR = 0.0.77, 95% CI: 0.68–0.87),secondary and above educational (AOR = 0.88, CI: 0.75–1.03), Secondary and above-educated husband (AOR = 0.84, 95% CI: 0.72–0.96), rich women (AOR = 0.74,95%CI:0.65–0.85), health facility delivery (AOR = 0.84, 95%CI: 0.73–0.0.98), being watching TV (AOR = 0.74, 95% CI: 0.65–0.85), having 1–2 living children (AOR = 0.21, 95% CI: 0.19–0.23) are less likely to not use contraception were identified. Furthermore, Muslim women (AOR = 1.43, 95% CI: 1.23–1.62), women living in rural area (AOR = 3.43; 95% CI: 2.72–4.32), and ANC visit 1.25(1.07–1.47) were more likely to not use contraception. Further, Women in Afar, Somali, Gambela, Harari, and Dire Dawa were less likely to use modern contraception methods than women in Tigray, but Amhara region had a lower rate of non-use.

Conclusion

Family planning interventions should target younger women, women living in rural areas, the poor, and Muslim women. Moreover, initiatives to empower women associated to family planning programs would be beneficial in increasing contraceptive uptake among sexually active women in Ethiopia.

Assessing the relationship between knowledge and the actual use of contraceptives among childbearing women in South-South Nigeria: evidence from the 2018 Nigeria demographic and health survey

BACKGROUND

Nigeria has one of the world's highest fertility rates, which is detrimental to its public health and socioeconomic growth. Despite several efforts by the country and other development partners to reduce high fertility by increasing contraceptive use, the contraceptive prevalence rate among childbearing women remains low, particularly in the South-South compared to other Southern regions. This study, therefore, assessed the relationship between knowledge of and actual use of contraception among women in South-South Nigeria.

METHODS

The study employed a cross-sectional analysis of a nationally representative weighted sub-sample of 4,553 South-South childbearing women extracted from the 2018 National Demographic and Health Survey dataset. The dataset was weighted and examined for missing values that were excluded during the analyses at univariate, bivariate, and multivariate levels. The analyses involved a baseline descriptive analysis, a chi-square test, and logistic regression models using Stata software. The results of the explanatory variables were presented as odds ratios (OR) and 95% confidence intervals (CI).

RESULTS

Eighty-two per cent of the respondents knew at least one form of contraception, while approximately 82% never used any contraceptive method. The likelihood of using any contraceptive method increased among those who knew about contraceptives (aOR: 1.40; CI: 0.93-2.11). Also, contraceptive use was significantly higher among women and their partners who had post-primary education (aOR: 1.34; CI: 1.25-2.43 and aOR: 1.74; CI: 1.25-2.43, respectively). Furthermore, the prevalence of contraceptive use among women significantly increased with an increase in the household wealth index. Similar results were recorded among women who had five or more living children, who were residents of Rivers State, were married or lived with their partners, were aged 35 years or older, and were currently working.

CONCLUSIONS

Contraceptive knowledge was high but did not translate into actual practice among childbearing women in South-South Nigeria. The use of any contraception was highly influenced by contraceptive knowledge, education, age, marital status, place of residence, and household wealth index, among others. Therefore, some policy issues relating to contraceptive knowledge and actual adoption must be addressed to improve the low rate of contraceptive use in Nigeria.

Magnitude of unmet need for family planning and its predictors among reproductive age women in high fertility regions of Ethiopia: Evidence from Ethiopian Demographic and Health Survey

BACKGROUND

Unmet need for family planning refers to fertile women who want to limit or space their delivery but are not using contraceptive methods. Despite multiple studies were conducted to address family planning in Ethiopia, there is limited information on unmet need in high fertility regions. Knowing the magnitude and predictors of unmet need in the study area helps as an impute for interventions. Therefore, this study aims to assess the magnitude and predictors of unmet need for family planning among reproductive age women in high fertility regions of Ethiopia.

METHODS

A secondary data analysis was performed using the Ethiopian Demographic and Health Survey 2016. A total sample weight of 4312 currently married reproductive age women were included in this study. A multilevel mixed-effect binary logistic regression model was fitted. Finally, the odds ratios along with the 95% confidence interval were generated to determine the individual and community level factors of unmet need for family planning. A p-value less than 0.05 was declared as statistical significance.

RESULTS

The overall unmet need for family planning among currently married reproductive-age women in high fertility regions of Ethiopia was 29.78% (95% CI: 28.26, 31.3). Women with no formal education (AOR: 1.65, 95% CI: 1.17, 2.15), women in the poor wealth quantile (AOR: 1.67, 95% CI: 1.34, 2.09), women with no media exposure (AOR: 1.32, 95% CI: 1.09, 1.58), multiparous women (AOR: 1.57, 95% CI: 1.15, 2.16), sex of household head (AOR: 1.39, 95% CI: 1.11, 1.77) and rural residency (AOR: 2.45, 95% CI: 1.12, 3.59) were predictors of unmet need for family planning.

CONCLUSION

The magnitude of unmet need for family planning among currently married reproductive-age women in high fertility regions of Ethiopia was high when compared to the national average and the United Nations sphere standard of unmet need for family planning. Education, wealth index, mass media, parity, sex of household head, and residence were independent predictors of unmet need for family planning among reproductive-age women in high fertility regions of Ethiopia. Any interventional strategies that reduce the unmet need for family planning should consider these factors to overcome the problems in the regions.

Availability and readiness of healthcare facilities and their effects on long-acting modern contraceptive use in Bangladesh: analysis of linked data

Aim

Increasing access to long-acting modern contraceptives (LMAC) is one of the key factors in preventing unintended pregnancy and protecting women’s health rights. However, the availability and accessibility of health facilities and their impacts on LAMC utilisation (implant, intrauterine devices, sterilisation) in low- and middle-income countries is an understudied topic. This study aimed to examine the association between the availability and readiness of health facilities and the use of LAMC in Bangladesh.

Methods

In this survey study, we linked the 2017/18 Bangladesh Demographic and Health Survey data with the 2017 Bangladesh Health Facility Survey data using the administrative-boundary linkage method. Mixed-effect multilevel logistic regressions were conducted. The sample comprised 10,938 married women of 15–49 years age range who were fertile but did not desire a child within 2 years of the date of survey. The outcome variable was the current use of LAMC (yes, no), and the explanatory variables were health facility-, individual-, household- and community-level factors.

Results

Nearly 34% of participants used LAMCs with significant variations across areas in Bangladesh. The average scores of the health facility management and health facility infrastructure were 0.79 and 0.83, respectively. Of the facilities where LAMCs were available, 69% of them were functional and ready to provide LAMCs to the respondents. The increase in scores for the management (adjusted odds ratio (aOR), 1.59; 95% CI, 1.21–2.42) and infrastructure (aOR, 1.44; 95% CI, 1.01–1.69) of health facilities was positively associated with the overall uptake of LAMC. For per unit increase in the availability and readiness scores to provide LAMC at the nearest health facilities, the aORs for women to report using LAMC were 2.16 (95% CI, 1.18–3.21) and 1.74 (95% CI, 1.15–3.20), respectively. A nearly 27% decline in the likelihood of LAMC uptake was observed for every kilometre increase in the average regional-level distance between women’s homes and the nearest health facilities.

Conclusion

The proximity of health facilities and their improved management, infrastructure, and readiness to provide LAMCs to women significantly increase their uptake. Policies and programs should prioritise improving health facility readiness to increase LAMC uptake.

A population-level data linkage study to explore the association between health facility level factors and unintended pregnancy in Bangladesh

The objective of this study was to investigate the effects of health facility-level factors, including the availability of long-acting modern contraceptives (LAMC) at the nearest health facility and its distance from women's homes, on the occurrence of unintended pregnancy that resulted in a live birth. We analysed the 2017/18 Bangladesh Demographic and Health Survey data linked with the 2017 Bangladesh Health Facility Survey. The weighted sample comprised 5051 women of reproductive age, who had at least one live birth within 3 years of the survey. The outcome variable was women's intention to conceive at their most recent pregnancy that ended with a live birth. The major explanatory variables were the health facility level factors. A multi-level multinomial logistic regression model was used to assess the association of the outcome variable with explanatory variables adjusting for individual, household, and community-level factors. Nearly 21% of the total respondents reported that their most recent live birth was unintended at conception. Better health facility management systems and health facility infrastructure were found to be 14-30% protective of unintended pregnancy that resulted in a live birth. LAMC availability at the nearest health facility was associated with a 31% reduction (95% CI 0.50-0.92) in the likelihood of an unwanted pregnancy that resulted in a live birth. Health facility readiness to provide LAMC was also associated with a 14-16% reduction in unintended pregnancies that ended with a birth. The likelihood of unintended pregnancy that resulted in a live birth increased around 20-22% with the increased distance of the nearest health facility providing LAMC from the women's homes.The availability of health facilities near women's homes and access to LAMC can significantly reduce unintended pregnancy. Policies and programs to ensure access and affordability of LAMC across current health facilities and to increase the number of health facilities are recommended.

Spatial variations in family planning demand to limit childbearing and the demand satisfied with modern methods in sub-Saharan Africa

Background

There is an increasing demand for family planning to limit childbearing in sub-Saharan Africa (SSA). However, limited studies have quantified the spatial variations. This study examined: (i) the spatial patterns in the demand for family planning to limit childbearing and satisfied with modern methods, and (ii) the correlates of the demand for family planning to limit childbearing satisfied with modern methods in SSA.

Methods

This study analyzed secondary data on 306,080 married/in-union women obtained from Demographic Health Surveys conducted between 2010 and 2019 in 33 sub-Saharan African countries. We conducted exploratory spatial data analysis, with countries as the unit of analysis. We also performed regression analysis to determine the factors associated with demand for family planning to limit childbearing satisfied with modern methods in SSA.

Results

The mean percentage of women who demanded for family planning to limit childbearing by country was 20.5% while the mean prevalence of demand for family planning to limit childbearing satisfied with modern methods by country was 46.5%. There was a significant positive global spatial autocorrelation in the demand for family planning to limit childbearing (global Moran’s I = 0.3, p = 0.001). The cluster map showed the concentration of cold spots (low–low clusters) in western and central Africa (WCA), while hot spots (high–high clusters) were concentrated in eastern and southern Africa (ESA). Also, the demand for family planning to limit childbearing satisfied with modern methods showed significant positive global spatial autocorrelation (global Moran’s I = 0.2, p = 0.004) and concentration of cold spots in WCA. In the final multivariable regression model the joint family planning decision making (β = 0.34, p < 0.001), and antenatal care (β = 13.98, p < 0.001) were the significant factors associated with the demand for family planning to limit childbearing satisfied by modern methods.

Conclusions

There are significant spatial variations in the demand for family planning to limit childbearing and the demand satisfied by modern methods, with cold spots concentrated in WCA. Promoting joint decision making by partners and increasing uptake of antenatal care may improve the demand for family planning to limit childbearing satisfied with modern methods.

In sub-Saharan Africa (SSA), studies have shown that the proportion of married women who want to stop having children has been increasing as well as the proportion using modern contraceptive methods among them. These studies also indicated that this proportion of women are higher in certain regions of Africa than the others. To extend these previous findings, we performed geographical analysis to assess how the proportion of married/in-union women who want to stop having children and the ones using modern methods among them differ geographically. Our findings indicated that neighboring countries where the proportion of married/in-union women who want to stop having children was higher than the overall average were concentrated in eastern and southern Africa (ESA), while neighboring countries in which the proportion of married/in-union women who want to stop having children was lower than the overall average were concentrated in western and central Africa (WCA). Similarly, the results also showed that neighboring countries where the proportion of married/in-union women using modern contraceptive methods among those who want to stop having children was lower than the overall average were concentrated in WCA. Our findings suggest that increasing joint decision making on family planning and uptake of antenatal care in SSA may improve the use of modern contraceptive methods among married/in-union women who want to stop childbearing.

Factors associated with modern contraceptive demands satisfied among currently married/in-union women of reproductive age in Ethiopia: a multilevel analysis of the 2016 Demographic and Health Survey

OBJECTIVES

Regardless of the local and international initiatives, excluding exempting services, demand satisfied for contraceptives remains low in Ethiopia. This circumstance is supposed to be attributed to different level factors; however, most were not well addressed in the previous studies. Therefore, this study aimed at assessing the magnitude and individual, household and community-level factors associated with demand satisfied for modern contraceptive (DSFMC) methods among married/in-union women of reproductive age.

DESIGN

Cross-sectional study.

SETTING

A community-based study across the country.

PARTICIPANTS

Randomly selected 9126 married/in-union women had participated using a structured questionnaire.

OUTCOME

DSFMC methods among married/in-union women of reproductive age.

RESULTS

DSFMC methods in Ethiopia was 39.5% (95% CI 38.5% to 40.5%). Women aged 35-49 years (adjusted OR (AOR): 0.43, 95% CI 0.32 to 0.58), Muslim religion (AOR: 0.58, 95% CI0.43 to 0.78), husband lived elsewhere (AOR: 0.42, 95% CI 0.29 to 0.60), joint decision making to use (AOR: 1.30, 95% CI 1.04 to 1.62), good knowledge (AOR: 1.57, 95% CI 1.32 to 1.86) and wealth status of poorer (AOR: 1.56, 95% CI 1.17 to 2.06), middle (AOR: 1.77, 95% CI 1.33 to 2.35), richer (AOR: 1.96, 95% CI 1.49 to 2.59), and richest (AOR: 1.49, 95% CI 1.05 to 2.08), pastoralist regions (AOR: 0.28, 95% CI 0.18 to 0.42), and agrarian regions (AOR: 1.72, 95% CI 1.21 to 2.44) and rural residency (AOR: 0.56, 95% CI 0.37 to 0.82) were factors significantly associated.

CONCLUSIONS

Women's age, religion, the current living place of husbands and women's knowledge were individual-level factors. Household wealth status and mutual decision making to use were household-level factors. Region and residency were households and community-level factors associated with DSFMCs. Increasing the accessibility of modern contraceptive methods to women in rural areas and pastoralist regions, those living separately, engaging religious leaders and men in the programme, would increase their satisfying demand.

Married women’s decision-making autonomy on contraceptive use and its associated factors in Ethiopia: A multilevel analysis of 2016 demographic and health survey

Introduction:

Women’s decision-making autonomy has a positive effect on the scale-up of contraceptive use. In Ethiopia, evidence regarding women’s decision-making autonomy on contraceptive use and associated factors is limited and inconclusive. Therefore, this study was intended to assess married women’s decision-making autonomy on contraceptive use and associated factors in Ethiopia using a multilevel logistic regression model.

Methods:

The study used data from the 2016 Ethiopia Demographic and Health Survey that comprised of a weighted sample of 3668 married reproductive age women (15–49 years) currently using contraceptives. A multilevel logistic regression model was fitted to identify factors affecting married women’s decision-making autonomy on contraceptive use. Akaike’s information criterion was used to select the best-fitted model.

Results:

Overall, 21.6% (95% confidence interval = 20.3%–22.9%) of women had decision-making autonomy on contraceptive use. Community exposure to family planning messages (adjusted odds ratio = 2.22, 95% confidence interval = 1.67–3.05), media exposure (adjusted odds ratio = 2.13, 95% confidence interval = 1.52–3.23), age from 35 to 49 years (adjusted odds ratio = 2.09, 95% confidence interval = 1.36–4.69), living in the richer households (adjusted odds ratio = 1.67, 95% confidence interval = 1.32–3.11), and visiting health facility (adjusted odds ratio = 2.01, 95% confidence interval = 1.34–3.87) were positively associated with women’s decision-making autonomy on contraceptive use. On the contrary, being Muslim (adjusted odds ratio = 0.53, 95% confidence interval = 0.29–0.95), being married before the age of 18 years (adjusted odds ratio = 0.33, 95% confidence interval = 0.12–0.92), and residing in rural residence (adjusted odds ratio = 0.48, 95% confidence interval = 0.23–0.87) were negatively associated with women’s independent decision on contraceptive use.

Conclusion:

Less than one-fourth of married reproductive age women in Ethiopia had the decision-making autonomy on contraceptive use. Media exposure, women’s age, household wealth, religion, age at marriage, visiting health facilities, community exposure to family planning messages, and residence were the factors associated with women’s decision-making autonomy on contraceptive use. The government should promote women’s autonomy on contraceptive use as an essential component of sexual and reproductive health rights through mass media, with particular attention for adolescent women, women living in households with poor wealth, and those residing in rural settings.

Family planning campaigns on television and contraceptive use in India

OBJECTIVE

The paper examines the association between viewing family planning campaigns on television and being aware, improved intention to use, and current usage of modern contraceptives in India.

DATA

The study uses detailed data of the currently married women from the current round of the National Family Health Survey.

METHODS

We use the instrumental variable approach, propensity score matching method, besides the ordinary least square regression technique to estimate the association between viewing family planning campaigns on television and knowledge, intention to use, and current usage among the currently married women.

CONCLUSION

The overall results suggest that currently married women who have seen family planning campaigns on television in the last few months are more likely to know, have a higher intention to use and use modern family planning methods. The effectiveness gets amplified when exposure to such campaigns is complemented with motivation provided by frontline health workers.

Prevalence and risk factors of short birth interval in Bangladesh: Evidence from the linked data of population and health facility survey

The Sustainable Development Goals 3 targets significant reductions in maternal and under-five deaths by 2030. The prevalence of these deaths is significantly associated with short birth intervals (SBI). Identification of factors associated with SBI is pivotal for intervening with appropriate programmes to reduce occurrence of SBI and associated adverse consequences. This study aimed to determine the factors associated with SBI in Bangladesh. A total of 5,941 women included in the 2017/18 Bangladesh Demographic and Health Survey 2017/18 and 1,524 healthcare facilities included in the 2017 Bangladesh Health Facility were linked and analysed. The sample was selected based on the availability of the birth interval data between the two most recent subsequent live birth. SBI was defined as an interval between consecutive births of 33 months or less, as recommended by the World Health Organization and was the outcome variable. Several individual-, households-, and community-level factors were considered as exposure variables. We used descriptive statistics to summarise respondents' characteristics and multilevel Poisson regression to assess the association between the outcome variable with exposure variables. Around 26% of live births occurred in short intervals, with a further higher prevalence among younger, uneducated, or rural women. The likelihoods of SBI were lower among women aged 20-34 years (PR, 0.14; 95% CI, 0.11-0.17) and ≥35 years (PR, 0.03; 95% CI, 0.02-0.05) as compared to the women aged 19 years or less. Women from households with the richest wealth quintile experienced lower odds of SBI (PR, 0.61; 95% CI, 0.45-0.85) compared to those from the poorest wealth quintile. The prevalences of SBI were higher among women whose second most recent child died (PR, 5.23; 95% CI, 4.18-6.55), those who were living in Chattogram (PR, 1.52; 95% CI, 1.12-2.07) or Sylhet (PR, 2.83, 95% CI, 2.08-3.86) divisions. Availability of modern contraceptives at the nearest healthcare facilities was 66% protective to the occurrence of SBI (PR, 0.34; 95% CI, 0.22-0.78). Also, the prevalence of SBI increased around 85% (PR, 1.85; 95% CI, 1.33-2.18) for every kilometer increase in the distance of nearby health facilities from women's homes. Targeted and tailored regional policies and programmes are needed to increase the awareness of SBI and associated adverse health outcomes and availability of modern contraception in the healthcare facilities.

Spatial distribution and factors associated with modern contraceptive use among women of reproductive age in Nigeria: A multilevel analysis

BACKGROUND

Evidence suggests that in countries with high fertility and fecundity rates, such as Nigeria, the promotion of modern contraceptive use prevents approximately 32% and 10% of maternal and child mortality, respectively. Therefore, this study aimed to assess the spatial distribution of modern contraceptive use and its predictors among women of reproductive age in Nigeria.

METHODS

The study employed a cross-sectional analysis of population-based data involving 24,281 women of reproductive age in Nigeria. The study adopted both multilevel and spatial analyses to identify the predictors of modern contraceptive use and its spatial clustering among women in Nigeria.

RESULTS

Modern contraceptive use among the study population in Nigeria ranged from 0% to 75%, with regional variations. The spatial analysis showed that areas with a low proportion of modern contraceptive use were Sokoto, Yobe, Borno, Katsina, Zamfara, Kebbi, Niger, Taraba and Delta. Areas with a high proportion of modern contraceptive use were Lagos, Oyo, Osun, Ekiti, Federal capital territory, Plateau, Adamawa, Imo, and Bayelsa. The multilevel analysis revealed that at the individual level, women with secondary/higher education, women from the Yoruba ethnic group, those who had four children and above, and those exposed to mass media had higher odds of using modern contraceptives. On the other hand, women who were 35 years and above, those who were married, and women who were practicing Islam were less likely to use modern contraceptives. At the household/community level, women from the richest households, those residing in communities with medium knowledge of modern contraceptive methods, and women residing in communities with a high literacy level were more likely to use modern contraceptives.

CONCLUSION

There were major variations in the use of modern contraception across various regions in Nigeria. As a result, areas with low contraceptive rates should be given the most deserving attention by promoting contraceptive education and use as well as considering significant factors at the individual and household/community levels.

Unmet need for family planning and associated factors among currently married women of reproductive age in Bishoftu town, Eastern Ethiopia

Background

Unmet 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.

Methods

Community-based cross-sectional study was conducted from 1^st January to 28^th 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.

Results

Eight 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.

Conclusions

Unmet 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.

Assessment of intention to use contraceptive methods with spatial distributions and associated factors among women in Ethiopia: evidence from EDHS 2016

Background

Modern contraceptive methods have immense influences on the health of mothers and their children. Using contraceptive methods is seen to control family size and unnecessary pregnancies. Considering different factors like resources and various cultural aspects, assessing the intention to use contraception might bring areas with these problems into the light for intervention.

Methods

We analyzed the cross-sectional survey data from EDHS 2016, which comprised 5651 reproductive-age women. Spatial autocorrelation was checked with global Moran’s statistics, at ±1 for dispersion and clustering. Aselin Local moran’s statistics also indicated types of clusters. Hot spot(Getis-Ord Gi) statistics further used to measure autocorrelation over different spatial locations. The significance level was checked by calculating Z-score and hot and cold spots indicated the variation in intention to use contraceptives per catchments. Interpolation was also applied to see the number of intents to use contraceptive areas other than the sampled using ordinary Kriging spatial interpolation. We used Kulldorff’s SatScan for specific local clustering and the Bernoulli model test was applied to check significance. Individual and community-level factors were examined using multilevel logistic regression. Due to the clustering nature of data where p-value< 0.05 signaled associations. The disproportional nature of data was adjusted using sampling weights.

Result

From the total sample of women, the intention to use contraceptive methods was 2366.08(44.11%) and was highly clustered in North and Western Ethiopia. The mean number of children was (4.5 ± 2.90); age at first cohabitation was (16.9 ± 3.99); the ideal number of children was (4.77 ± 2.00). Age and the ideal number of children were negatively associated with the use of contraception. Primary education, number of children, counseling at health facilities, and age at first cohabitation were negatively associated.

Conclusion

We observed various distributions among regions. Educational status and various socio-cultural including working with the religious organization might need serious considerations to increase the intention to use contraceptive methods. Besides the efforts done, policy decisions might need to consider this finding and uphill the intervention against the negatively associated socio-cultural and demographic variables in outplayed areas.

Effect of distance to health facilities and access to contraceptive services among urban Turkish women

OBJECTIVE

Worldwide unmet need for contraception remains high at 21.6%. As access to health facilities is one of the potential barriers to contraceptive uptake, the aim of our study was to evaluate the effect of distance to a health facility, according to its service availability, on contraceptive uptake among married Turkish women.

METHODS

To calculate respondents' distance to a health facility, we used data from a household survey conducted among married women, as well as data from a health facility survey conducted among the facilities that were visited for contraceptive services by the respondents. The data were collected from the Istanbul area of Turkey under the Willows Impact Evaluation project in 2018. Health facilities were categorised according to contraceptive availability and the accurate distance from respondents' homes to each type of health facility was calculated. Logistic regression was used to estimate the effect of distance to each type of health facility on uptake of each type of contraception.

RESULTS

The prevalence of overall contraceptive use among urban Turkish women was 71.9%. The most common method was withdrawal (32.5%), followed by the intrauterine device (IUD) (14.9%) and male condoms (12.4%). Distance to a health facility that did not provide long-acting contraception was not associated with any type of contraceptive use. On the other hand, distance to a health facility that provided long-acting contraception was negatively associated with the use of long-acting methods such as the IUD but was positively associated with the use of short-acting contraception such as condoms.

CONCLUSION

The effect of distance to a health facility on contraceptive use significantly differed according to contraceptive availability at the facility. Further distance to a health facility that provided long-acting contraception decreased the use of long-acting contraception but had a substitute effect on the use of short-acting contraception. We conclude that when women face an accessibility barrier to the provision of long-acting contraception, they modify their behaviour by shifting from long- to short-acting contraception, which is less effective.