An application of mixed-effect models to analyse contraceptive use in Malawian women

In Malawi, the current approach to family planning using contraceptive methods is individualised, yet studies have shown that variability in contraceptive-use still remains after accounting for it at individual and household levels. Therefore, this study assessed variability at higher levels such as enumeration areas, districts and regions. Biasness of the estimates was addressed by the use of Bayesian approach.

The study used 2015–16 Malawi Demographic Health Survey women data. After ascertaining the significance of association of all explanatory variables with contraceptive use, the top-down (backward) stepwise model selection method was followed in the Bayesian framework using Markov Chain Monte Carlo and defuse priors. Models were compared on the basis of Deviance Information Criteria and significance of parameter estimates was checked via credible intervals while that of cross-cluster variances was checked by examining their diagnostic plots.

All the selected socio-demographic factors were strongly associated with contraceptive-use (p-value< 0.001). These factors include; region, place-of-residence, age, parity, education, occupation, marital-status and religion. It was also found that about 15 and 2.3% of the variation in contraceptive-use was attributed to enumeration area and district clustering, respectively. The single-level model underestimated the parameter estimates by at least 4% for both models. And parity-enumeration area, age-enumeration area and age-district random effects were significant in their respective models. It was also noted that most young women aged between 15 and 24 years were not using any contraceptive methods.

The study indicated that there exist significant enumeration area and district heterogeneity on contraceptive use in Malawian women and that random-effect models are the most appropriate models other than single-level models. Thus family planning programs focusing on contraceptive-use should switch to inclusive approach and statistical analyses should consider including enumeration area and district heterogeneity while controlling for the above significant factors. Stakeholders may also consider encouraging young women to use contraceptive methods, if Malawi is to minimize problems due to overpopulation.

A gender synchronized family planning intervention for married couples in rural India: study protocol for the CHARM2 cluster randomized controlled trial evaluation

BACKGROUND

Prior research from India demonstrates a need for family planning counseling that engages both women and men, offers complete family planning method mix, and focuses on gender equity and reduces marital sexual violence (MSV) to promote modern contraceptive use. Effectiveness of the three-session (two male-only sessions and one couple session) Counseling Husbands to Achieve Reproductive Health and Marital Equity (CHARM) intervention, which used male health providers to engage and counsel husbands on gender equity and family planning (GE + FP), was demonstrated by increased pill and condom use and a reduction in MSV. However, the intervention had limited reach to women and was therefore unable to expand access to highly effective long acting reversible contraceptives such as the intrauterine device (IUD). We developed a second iteration of the intervention, CHARM2, which retains the three sessions from the original CHARM but adds female provider- delivered counseling to women and offers a broader array of contraceptives including IUDs. This protocol describes the evaluation of CHARM2 in rural Maharashtra.

METHODS

A two-arm cluster randomized controlled trial will evaluate CHARM2, a gender synchronized GE + FP intervention. Eligible married couples (n = 1200) will be enrolled across 20 clusters in rural Maharashtra, India. Health providers will be gender-matched to deliver two GE + FP sessions to the married couples in parallel, and then a final session will be delivered to the couple together. We will conduct surveys on demographics as well as GE and FP indicators at baseline, 9-month, and 18-month follow-ups with both men and women, and pregnancy tests at each time point from women. In-depth interviews will be conducted with a subsample of couples (n = 50) and providers (n = 20). We will conduct several implementation and monitoring activities for purposes of assuring fidelity to intervention design and quality of implementation, including recruitment and tracking logs, provider evaluation forms, session observation forms, and participant satisfaction surveys.

DISCUSSION

We will complete the recruitment of participants and collection of baseline data by July 2019. Findings from this work will offer important insight for the expansion of the national family planning program and improving quality of care for India and family planning interventions globally.

TRIAL REGISTRATION

ClinicalTrial.gov, NCT03514914 .

Effect of Family Planning Counseling After Delivery on Contraceptive Use at 24 Weeks Postpartum in Kinshasa, Democratic Republic of Congo

Introduction Unintended pregnancy during the postpartum period is common. The aim of this study was to describe contraceptive use among postpartum women and assess whether family planning counseling offered by health care providers during well-baby clinic visits increased use of modern contraceptive methods at 6 months following delivery. Methods Data comes from a cohort of women enrolled in a breastfeeding promotion trial in Kinshasa, Democratic Republic of Congo who reported being sexually active at 24-weeks post-partum. Modern contraceptive methods included intrauterine devices, injectables, implants, and contraception pills. Logistic regression models were used to estimate odd ratios (OR) and 95% confidence intervals (CI) for the impact of nurse counseling on use of modern birth control methods. Results Of 522 participants who reported being sexually active, 251 (48.0%) reported doing at least one thing to avoid pregnancy and were included in this analysis. Of these 251, 14.3% were using a modern contraceptive method, despite availability at the clinic. Discussion with a nurse about family planning was associated with increased odds of using modern birth control relative to other methods (OR 4.0, 95% CI 1.9, 8.6). Discussion Discussion of family planning with a nurse increased the odds of using a modern contraceptive among postpartum women. Integration of family planning counseling into postpartum services offers a potential avenue to increase modern contraceptive use among women with access.

Prevalence and predictors of contraceptive use among women of reproductive age in 17 sub-Saharan African countries: A large population-based study

OBJECTIVE

To measure the prevalence of contraceptive use among women of reproductive age in 17 sub-Saharan Africa countries and identify factors associated with contraceptive use in these countries.

STUDY DESIGN

We conducted a population-based cross-sectional study using data on contraceptive use from the Demographic and Health Surveys (DHS) for 17 sub-Saharan Africa countries (Angola, Benin, Burkina Faso, Burundi, Cameroon, Congo, Gambia, Ghana, Guinea, Ivory Coast, Liberia, Mali, Niger, Nigeria, Senegal, Togo, and Uganda). We restricted our sample to women aged 15-49 years and used generalized estimating equations to identify factors associated with contraceptive use while controlling for other covariates.

RESULTS

The overall prevalence of current contraceptive use among women of reproductive age was only 17%, with rates ranging from 7% in Gambia to 29% in Uganda. After adjusting for potential confounders, we found that women were more likely to use a method of contraception if they were sexually active (adjusted prevalence ratio (aPR) 2.17 [95% confidence interval (CI) 2.11, 2.24]); had 5-7 living children (aPR 2.19 [95% CI 1.89, 2.55] compared to no children); had secondary or higher education (aPR 1.71 [95% CI 1.63, 1.78] compared to no education); and were wealthy (aPR 1.34 [95% CI 1.29, 1.40] compared to poor).

CONCLUSION

The use of contraceptives is low in sub-Saharan Africa, but varies substantially across countries. Use of contraception is associated with both personal and socioeconomic factors.

Are 'low socioeconomic status' and 'religiousness' barriers to minority women's use of contraception? A qualitative exploration and critique of a common argument in reproductive health research

OBJECTIVE

'Low socioeconomic status' and 'religiousness' appear to have gained status as nearly universal explanatory models for why women in minority groups are less likely to use contraception than other women in the Scandinavian countries. Through interviews with pious Muslim women with immigrant background, living in Denmark and Sweden, we wanted to gain empirical insights that could inform a discussion about what 'low socioeconomic status' and 'religiousness' might mean with regard to women's reproductive decisions.

DESIGN

Semi-structured interviews were conducted in Denmark and Sweden between 2013 and 2016.

FINDINGS

We found that a low level of education and a low income were not necessarily obstacles for women's use of contraception; rather, these were strong imperatives for women to wait to have children until their life circumstances become more stable. Arguments grounded in Islamic dictates on contraception became powerful tools for women to substantiate how it is religiously appropriate to postpone having children, particularly when their financial and emotional resources were not yet established.

CONCLUSION

We have shown that the dominant theory that 'low socioeconomic status' and 'religiousness' are paramount barriers to women's use of contraception must be problematized. When formulating suggestions for how to provide contraceptive counseling to women in ethnic and religious minority groups in Denmark and Sweden, one must also take into account that factors such as low financial security as well as religious convictions can be strong imperatives for women to use contraception.

IMPLICATIONS FOR PRACTICE

This study can help inform a critical discussion about the difficulties of using broad group-categorizations for understanding individuals' health-related behavior, as well as the validity of targeted interventions towards large heterogeneous minority groups in Scandinavian contraceptive counseling.

Beyond Individual-Level Theorizing in Social Norms Research: How Collective Norms and Media Access Affect Adolescents' Use of Contraception

PURPOSE

The role of mass media in promoting social norms surrounding contraceptive use among adolescents in developing countries has not received much attention. Hence, program planners have little guidance on how to design media messages that take advantage of existing social norms in promoting contraceptive use.

METHODS

We analyzed data from the Demographic and Health Surveys in Ethiopia and Tanzania, restricting our sample to 15- to 24 year-old adolescents (N = 6,230 and N = 5,138, respectively). We proposed and tested the hypotheses that collective norms around contraception use would be associated with individual contraception use in that area and that this relationship would be stronger when media use is low, than when media use is high. Logistic regressions were run to predict individual-level contraception use from collective norms for contraception use, media use, and their interaction, controlling for age, urban versus rural location, marital status, wealth, and education, taking into account intraclass correlations within clusters.

RESULTS

Collective norms were associated with individual contraception use in both samples. Media use attenuated the association between collective norms and contraception use in Ethiopia but not in Tanzania. (β = -.22, p = < .01 in Ethiopia and β = -.08, p = .10 in Tanzania).

CONCLUSIONS

Mass media can serve as external agents of change to attenuate the impact of collective norms on individual behavior. A deeper examination of how and why media use attenuates the relationship between collective norms and individual contraception use in some subpopulations more than others is warranted.

Contraceptive use among HIV-positive and negative women: implication to end unintended pregnancy

Background

With the advancement of antiretroviral therapy and improved life expectancy, women living with HIV/AIDS are enjoying a better sexual life. Yet, the consistent utilization of contraceptive in such patients is highly recommended. There is paucity of data regarding contraceptive use among HIV-positive and negative women in Ethiopia. The present study aimed at examining the use of contraceptives among HIV-positive and HIV-negative women in Ethiopia.

Methods

A comparative cross-sectional study was conducted among HIV-positive and HIV-negative women attending family planning Clinic of Gondar university referral hospital between January 2016 and August 2017. Descriptive statistics were used to present categorical data and Pearson’s chi-square test was done to examine differences in the utilization of contraceptives between HIV-positive and HIV-negative women. Kaplan Meier test was also carried out to determine the incidence of unintended pregnancy. A p-value of 0.05 was deemed significant with corresponding 95% confidence intervals.

Results

A total of 894 participants consisting of 314 HIV-positive and 580 HIV-negative women were included in the study. The rate of previous unintended pregnancy was 280 (31.3%) in HIV-negative women and 115 (12.9%) in HIV-infected women. Women who routinely utilized contraceptives were more likely to avoid unintended pregnancy [log rank: 2.89, p < 0.05]. Unlike HIV-negative women (2.9%), HIV-positive (28.4%) women reported a higher rate of intrauterine device use. Male condom was used more commonly in HIV-infected women (26.7%) as compared to HIV negative (3.9%) women (p-value < 0.05).

Conclusions

Intrauterine contraceptive device was reported to be the most commonly used contraceptive method in HIV patients. Further, unintended pregnancy was relatively common in women with low contraceptive practice. The use of dual contraceptives should be advocated for HIV-positive women so as to protect unintended pregnancy and curtail the transmission of HIV.

Knowledge and factors influencing long acting reversible contraceptive use among women of reproductive age in Nigeria

Background: Over a month when contraception is used, approximately 48% of unintended pregnancies occur as a result of human error, which is largely due to incorrect use, poor adherence and/or technology failure. Long-acting reversible contraceptive (LARC) methods have been developed to bridge this gap because it's not dependent on compliance with a pill-taking regimen; remembering to change patch or ring; or fixing an appointment with physicians. The main aim of this study is to examine the characteristics of women associated with use of LARC and also to examine the relationship between knowledge of LARC and its current use. Methods: This study assessed the PMA2020 secondary dataset using female datasets from PMA 2016 (Round 3) exercise. PMA 2016 was a survey carried out in seven states of Nigeria. The target population for this study was women of reproductive age (15-49 years) currently using any method of contraception prior to the survey. The weighted sample size of women meeting inclusion criteria in this study is 1927. The data were analyzed using frequency distribution, chi-square and logistic regression. Results: The results showed that 21.0% of women were using traditional methods. Concerning LARC methods, the table showed that 14.8% of the sampled women were using LARC methods. Findings further revealed that at both levels of analysis there is a significant relationship (P<0.05 and P=0.00 for binary and multivariable logistic regression, respectively) between knowledge of LARCs and uses in this study. This means that the use of LARC is being influenced by its knowledge among women of reproductive age in Nigeria. Conclusions: This study concludes that 14.8% of women using any methods of contraceptive were using LARC. Additionally, after controlling for other confounding factors, level of education, age of women, household wealth and number of living children were significantly associated with using LARC.

Changes in contraceptive use and method mix in India: 1992-92 to 2015-16

OBJECTIVE

Contraceptive use is subject of scientific interest for its contribution to reduced fertility and improved maternal and child health in India. This study answers the changes in method mix and the influence of factors associated with contraceptive use in India during 1992-93 to 2015-16.

METHODS

The study used data from all the four rounds of National Family Health Survey (NFHS) conducted during 1992-93 to 2015-16. Binary logistic regression was conducted in the pooled data of contraceptive users of four rounds of the survey to examine the adjusted contribution of various contraceptive methods over time. Also analysed the determinants of contraceptive use in 1992-93 and 2015-16. The pooled data of 1992-93 and 2015-16 was used to explore the change in users through creating interaction between time and predictors. STATA (V 13) was used for analyses and result was reported at 5 percent level of significance.

RESULTS

Female sterilization continued to dominate the contraceptive method mix, use of pills and condoms had considerably increased, and traditional method use had remained almost unchanged during 1992-93 to 2015-16. Age, education, surviving son, religion, social group, household size, region, and economic condition of the woman remained as significant determinants of contraceptive use during the study period.

CONCLUSION

Contraceptive use, method mix, the profile of the users, and determinants of contraceptive use has changed significantly during 1992-93 to 2015-16 in India. Increased use of modern spacing methods albeit continuous dominance of female sterilization in method mix suggests relooking at the family planning implementation strategy.

Unmet need for modern contraception and associated factors among reproductive age group women in Eritrean refugee camps, Tigray, north Ethiopia: a cross-sectional study

OBJECTIVE

Millions of women want to delay or avoid pregnancy, but they are not using contraception, especially in refugee settings. Due to lack of contraception, one fifth of reproductive age group women suffered from unwanted pregnancy and unsafe abortion, which accounted for 78% of maternal mortality in refugee camps. Therefore, the aim of this study was to assess the prevalence of unmet need for modern contraception and its associated factors among reproductive age group women in Eritrean refugee camps, Tigray, Northern Ethiopia, 2016.

RESULTS

400 women of reproductive age group interviewed. Prevalence of unmet need for modern contraception in this study was found to be 41.8% (95% CI 36.99%, 46.63%).Respondents' unfavorable attitude towards modern contraceptive methods [AOR = 0.372, 95% CI 0.170, 0.818] and the availability of modern contraceptive methods [AOR = 3.501, 95% CI 1.328, 9.231] were factors significantly associated with unmet need for modern contraception. Respondents' attitude towards modern contraceptive methods and availability of modern contraceptives were independent predictors of unmet need. Governmental and non-governmental organizations should design programs to create behavioral change in women's attitude towards contraceptive use and to secure the availability of contraceptive methods in refugee camp settings.

Mapping evidence on decision-making on contraceptive use among adolescents: a scoping review protocol

BACKGROUND

Contraceptive use among adolescents remains consistently low globally. Numerous studies have been done investigating factors that contribute to low contraceptive prevalence rates in this special population. It is particularly vital to understand decision-making processes that adolescents undergo when deciding whether or not to use contraceptives. Therefore, this scoping review seeks to map available evidence on decision-making processes in contraceptive use among adolescents.

METHODS

We will conduct a scoping review to explore, describe and map literature on the adolescent decision-making regarding contraceptive use. The primary search will include peer-reviewed and review articles. Databases, including PubMed, MEDLINE with Full Text via EBSCOhost, PsychINFO via EBSCOhost, CINAHL with Full Text via EBSCOhost, Google Scholar, Science Direct and Scopus, will be searched for articles that meet the eligibility criteria. Keyword searches will be used, and for articles included after title screening, abstract and full articles will be screened by two independent reviewers with a third as a decider on any disputes. Content analysis will be used to present the narrative account of the reviews.

DISCUSSION

Understanding how adolescents make decisions about whether or not to use contraception is essential for improving contraceptive prevalence rates in this special population. It is envisioned that the results from this review will highlight key evidence on how adolescent make decisions regarding contraceptive use as well as gaps and opportunities for future research. It will also be important in enhancing and re-focusing adolescent sexual and reproductive health policies and programmes.

Intentions on contraception use and its associated factors among postpartum women in Aksum town, Tigray region, northern Ethiopia: a community-based cross- sectional study

Background

Increased access to contraceptive methods has been established as a cost-effective strategy for developing countries to reduce maternal and child mortality. Intentions to contraceptive uptake appear to be best predictors of actual contraceptive practice than the unmet need. However, intention to contraceptive use in Ethiopia particularly among postpartum women is not well assessed. Therefore, the objective of this study was to assess intention to use modern contraceptive and to identify factors associated among postpartum women in Aksum town.

Methods

A community –based analytical cross-sectional study design was done to collect the data from 604 postpartum mothers using a structured questionnaire. The data was collected from March 25 to April 24, 2015. A multivariable logistic regression was conducted to assess factors associated with intentions to use contraceptive methods. Factors influencing intentions on contraceptive methods use were assessed by computing adjusted odds ratios (AOR) at 95% confidence interval (CI) with statistical significant p- value < 0.05.

Results

Intention to use modern contraceptive was 84.3%. Resumed sexual intercourse (AOR = 1.78; 95% CI: 1.34, 3.92) and women whose their husband approved family planning to use (AOR = 1.57; 95% CI: 2.02, 5.57) were more likely to have intention on contraceptive use. In addition, those women who knew at least one method of modern contraceptive (AOR = 5.17; 95% CI: 1.69, 15.82) were more likely to had intention to use modern contraceptive during extended postpartum period compared to their counterparts.

Conclusion and recommendation

More than eight in ten study participants have intention to use contraceptive in the Aksum town. Resumed sexual intercourse, husband’s approval of family planning and knew at least one method of contraceptive are the three major predictors to be an areas when considering interventions to increase of intention on contraceptive. Therefore, this study highlighted that; in order to increase intention and adoption of contraceptive, the family planning services providers and programmers should continue the promotion of partner involvement and increasing family planning knowledge through printed media and mass media.

Electronic supplementary material

The online version of this article (10.1186/s12978-018-0632-2) contains supplementary material, which is available to authorized users.

Maternal grand multiparity and intention to use modern contraceptives in Nigeria

BACKGROUND

Grand multiparity and low contraceptive prevalence are dominant among Nigerian women. These elevate the risk of unintended pregnancies, high-risk fertility and adverse maternal and child health outcomes among women in the country, particularly grand multiparous women. Studies have examined predictors of intention to use modern contraceptives among women of reproductive age. However, these studies did not ascertain the extent to which grand multiparity is associated with intention to use modern contraceptives. This study examined association between grand multiparity and intention to use modern contraceptives in Nigeria.

METHODS

The study pooled data from 2003 to 2013 Nigeria Demographic and Health Surveys. The weighted sample size analysed was 34,302 women. The outcome variable was intention to use contraceptive. The main explanatory variable was parity with specific attention to grand multiparity. Unadjusted multinomial logistic regression coefficients were used to examine association between specific explanatory or control variables and intention to use contraceptives while the adjusted multinomial logistic regression was applied to further examine associated factors of intention to use contraceptives relative to being uncertain about future contraceptive use. Four multinomial logistic regression models were fitted using Stata 14.

RESULTS

More than half of respondents do not intend to use contraceptives, while less than one-fifth of respondents intend to use contraceptives in the future. Across the four fitted models, the relative risks of intention to use compared with being uncertain about future contraceptive use were significantly lower among grand multiparous women. Results further revealed pregnancy termination, fertility planning status, exposure to mass media family planning messages, knowledge of modern contraceptives, ideal family size, remarriage, household power relations, and maternal education as other key factors influencing expected risk of intention to use contraceptives relative to being uncertain about future contraceptive use.

CONCLUSION

Maternal grand multiparity is significantly associated with intention to use contraceptives among women in Nigeria. The development of a specific population and health programme to target grand multiparous women is imperative in the country. Such programme could be integrated into existing national family planning programme through specific contraceptive education, counselling and information for high parous women.

Use of contraceptives, high risk births and under-five mortality in Sub Saharan Africa: evidence from Kenyan (2014) and Zimbabwean (2011) demographic health surveys

Background

Increasing uptake of modern contraception is done to alleviate maternal and infant mortality in poor countries. We describe prevalence of contraceptive use, high risk births, under-five mortality and their risk factors in Kenya and Zimbabwe.

Methods

This was a cross-sectional analysis on DHS data from Kenya (2014) and Zimbabwe (2011) for women aged 15–49. Geospatial mapping was used to compare the proportions of the following outcomes: current use of contraceptives, high-risk births, and under-5 mortality at regional levels after applying sample weights to account for disproportionate sampling and non-responses. Multivariate risk factors for the outcomes were evaluated by multilevel logistic regression and reported as adjusted odds ratios (aOR).

Results

A total of 40,250 (31,079 Kenya vs. 9171 Zimbabwe) women were included in this analysis. Majority were aged 18–30 years (47%), married/cohabiting (61%) and unemployed (60%). Less than half were using contraceptives (36% Kenya vs. 41% Zimbabwe). Spatial maps, especially in the Kenyan North-eastern region, showed an inverse correlation in the current use of contraceptives with high risk births and under-5 mortality. At individual level, women that had experienced high risk births were likely to have attained secondary education in both Kenya (aOR = 5.20, 95% CI: 3.86–7.01) and Zimbabwe (aOR = 1.63, 95% CI: 1.08–2.25). In Kenya, high household wealth was associated with higher contraceptive use among both women who had high risk births (aOR: 1.72, 95% CI: 1.41–2.11) and under-5 mortality (aOR: 1.66, 95% CI: 1.27–2.16). Contraceptive use was protective against high risk births in Zimbabwe only (aOR: 0.79, 95% CI: 0.68–0.92) and under-five mortality in both Kenya (aOR: 0.79, 95% CI: 0.70–0.89) and Zimbabwe (aOR: 0.71, 95% CI: 0.61–0.83). Overall, community levels factors were not strong predictors of the three main outcomes.

Conclusions

There is a high unmet need of contraception services. Geospatial mapping might be useful to policy makers in identifying areas of greatest need. Increasing educational opportunities and economic empowerment for women could yield better health outcomes.

Electronic supplementary material

The online version of this article (10.1186/s12905-018-0666-1) contains supplementary material, which is available to authorized users.

Contraceptive use and determinants of unmet need for family planning; a cross sectional survey in the North West Region, Cameroon

Background

Reducing 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.

Methods

It 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.

Results

Among 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.

Conclusion

With 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.

Electronic supplementary material

The online version of this article (10.1186/s12905-018-0660-7) contains supplementary material, which is available to authorized users.

Factors associated with contraceptive use among young women in Malawi: analysis of the 2015-16 Malawi demographic and health survey data

Background

Although Malawi is one of the countries with highest Contraceptive Prevalence Rate (CPR) in Sub-Saharan Africa, pregnancies and fertility among young women remain high. This suggests low up take of contraceptives by young women. The aim of this study was to investigate the factors associated with contraceptive use among young women in Malawi.

Methods

This is a secondary analysis of household data for 10,422 young women aged 15-24 years collected during the 2015-16 Malawi Demographic and Health Survey (MDHS). The sample was weighted to ensure representativeness. Descriptive statistics, bivariate and multivariate logistic regressions were performed to assess the demographic, social - economic and other factors that influence contraceptive use among young women. Crude Odds Ratio (COR) and Adjusted Odds Ratio (AOR) with their corresponding 95% confidence intervals (95% CI) were computed using the Statistical Package for the Social Sciences version 22.0.

Results

Of the 10,422 young women, 3219 used contraception representing a prevalence of 30.9%. The findings indicate that age, region of residence, marital status, education, religion, work status, a visit to health facility, and knowledge of the ovulatory cycle are significant predictors of contraceptive use among young women in Malawi. Women who were in the age group 20-24 years (AOR = 1.93; 95% CI = 1.73-2.16), working (AOR = 1.26; 95% CI = 1.14-1.39), currently married (AOR = 6.26; 95% CI = 5.46-7.18), knowledgeable about their ovulatory cycle (AOR = 1.75; 95% CI = 1.50-2.05), and those with primary education (AOR = 1.47; 95% CI = 1.18-1.83) were more likely to use contraceptives than their counterparts.

Conclusion

This study has demonstrated that several social demographic and economic factors are associated with contraceptive use among young women in Malawi. These findings should be considered and reflected in public health policies to address issues that could be barriers to the use of contraception by young women. Strengthening access to family planning information and services for young women is highly recommended to reduce pregnancies among young women in Malawi.

Spousal discordance on reports of contraceptive communication, contraceptive use, and ideal family size in rural India: a cross-sectional study

Background

Persistent low rates of spacing contraceptive use among young wives in rural India have been implicated in ongoing negative maternal, infant and child health outcomes throughout the country. Gender inequity has been found to consistently predict low rates of contraception. An issue around contraceptive reporting however is that when reporting on contraceptive use, spouses in rural India often provide discordant reports. While discordant reports of contraceptive use potentially impede promotion of contraceptive use, little research has investigated the predictors of discordant reporting.

Methods

Using data we collected from 867 couples in rural Maharashtra India as part of a men-focused family planning randomized controlled trial. We categorized couples on discordance of men’s and women’s reports of current contraceptive use, communication with their spouse regarding contraception, and ideal family size, and assessed the levels of discordance for each category. We then ran multinomial regression analyses to determine predictors of discordance categories with a focus on women’s empowerment (household and fertility decision-making, women’s education, and women’s knowledge of contraception).

Results

When individuals reported communicating about contraception and their spouses did not, those individuals were also more likely to report using contraception when their spouses did not. Women’s empowerment was higher in couples in which both couples reported contraception communication or use or in couples in which only wives reported contraception communication or use. There were couple-level characteristics that predicted husbands reporting either contraception use or contraception communication when their wives did not: husband’s education, husband’s familiarity with contraception, and number of children.

Conclusions

Overall there were clear patterns to differential reporting. Associations with women’s empowerment and contraceptive communication and use suggest a strategy of women’s empowerment to improve reproductive health. Discordant women-only reports suggest that even when programs interact with empowered women, the inclusion of husbands is essential. Husband-only discordant reports highlight the characteristics of men who may be more receptive to family planning messages than are their wives. Family planning programs may be most effective when working with couples rather than just with women, and should focus on improving communication between couples, and supporting them in achieving concordance in their reproductive preferences.

Trial registration

Clinical Trials Number: NCT01593943, registered May 4, 2012 at clinicaltrials.gov.

Postpartum fertility behaviours and contraceptive use among women in rural Ghana

Background

Although most women would want to wait for more than two years before having another baby, their fertility behaviours during the first year following birth may decrease or increase the length of the birth interval. The objectives of this study were to: assess how protected postpartum women in the Mfantseman municipal were against pregnancy, based on their patterns of amenorrhoea and sexual abstinence; determine the timing of postpartum contraception in relation to amenorrhoea and sexual abstinence; and determine the predictors of postpartum contraceptive use.

Methods

This was a prospective study carried out in the Mfantseman Municipality of the Central region of Ghana. Out of 1914 women attending antenatal clinic in the municipal within the study period, 1350 agreed to be part of the study to ascertain their postpartum fertility and contraceptive behaviours a year following delivery. These women were traced to their communities using telephone and house numbers provided and only 1003 of the women were finally traced and interviewed. The women were asked about their breastfeeding behaviour, postpartum sexual abstinence, duration of amenorrhoea and postpartum contraceptive use.

Results

The mean age of the respondents was 29.9 ± 6.5 years; adolescents constituted the least proportion (3.3%) of the women. More than half (54.1%) of the women had Middle, Junior secondary school or Junior high school education. Most (43.3%) of the women were married by means of traditional rites and more than half (51.4%) of them were petty traders. The mean durations of breastfeeding, amenorrhoea and sexual abstinence were 6.6 ± 2.8 months, 7.8 ± 3.8 months and 4.4 ± 3.1 months respectively, whilst mean time of first contraceptive uptake was 3.5 ± 2.7 months postpartum. The time to first use of modern contraceptive method during the postpartum period indicates that about 50% of the women had started use of modern contraceptive methods by 2.7 months postpartum, and occured 0.6 and 3.6 months before sexual relations and resumption of menses respectively. Occupation (likelihood ratio p = 0.013), area of residence (likelihood ratio p = 0.004), mode of delivery (likelihood ratio p < 0.001), breastfeeding (p = 0.024), period since delivery (p < 0.001), preferred number of children (p < 0.001) and parity (p < 0.001) were found to be predictors of postpartum contraceptive use.

Conclusion

Postpartum women in the Mfantseman municipal who did not use contraceptives or delayed in the use of contraceptives after birth were least likely to be protected against pregnancy in the post partum period, whilst those who adopted postpartum family planning were likely to be better protected because they were likely to adopt it within the first three months after birth and before the onset of sexual relations and first menses. The predictors of postpartum contraceptive use were breastfeeding pattern, occupation, parity, preferred number of children, period since delivery, place of residence and mode of delivery.

Students' Alcohol Use, Sexual Behaviors, and Contraceptive Use While Studying Abroad

College study abroad students may represent a subgroup at risk for increased alcohol use and sexual activity while traveling. The present study explored student's alcohol use, sexual activity, and the interrelationship between the two while abroad. A sample of 372 students (M_age abroad = 20, SD = 3.3, 68% women) who had traveled abroad in the past 3 years were recruited from a large, southern university. Students completed an online survey of demographics, alcohol use, sexual behaviors, and contraceptive use. Students reported consuming an average of six drinks in one sitting, and 76% of women and men met criteria for 'hazardous drinking' while abroad. Students who met criteria for 'hazardous drinking' were more likely to engage in sexual activity; however, they also had a greater likelihood of wearing a condom. Our findings show students engage in problematic drinking and this is related to their engagement in sexual activity while abroad. Findings extend previous research and suggest study abroad programs should address norms around drinking and sexual activity prior to travel to ensure students' safety while abroad.

Prevalence and Factors Associated with Contraceptive Use Among Kenyan Women Aged 15-49 Years

Uptake of contraceptives is generally low in low-income settings. For women with HIV, contraception is a reliable and affordable method of minimizing vertical transmission. We investigated the factors that affect contraceptive use among Kenyan women using data collected during the Kenya Demographic & Health Survey (KDHS) of 2014. Data on contraceptive use were extracted from the 2014 KDHS database. Records of 31,079 Kenyan women of reproductive age (15-49 years) were analyzed. Frequencies were calculated; cross-tabulations and bivariate and multivariate analyses were conducted. Twelve thousand thirty-two women (39%) reported using a contraceptive method. Region, religion, education, number of living children, marital status, and prior testing for HIV were significantly associated with contraceptive use among women (P < 0.001). Social, economic, and demographic factors predict contraceptive use among Kenyan women and should be addressed in order to increase contraceptive uptake.

Inequalities in maternal health care utilization in Benin: a population based cross-sectional study

BACKGROUND

Ensuring equitable access to maternal health care including antenatal, delivery, postnatal services and fertility control methods, is one of the most critical challenges for public health sector. There are significant disparities in maternal health care indicators across many geographical locations, maternal, economic, socio-demographic factors in many countries in sub-Sahara Africa. In this study, we comparatively explored the utilization level of maternal health care, and examined disparities in the determinants of major maternal health outcomes.

METHODS

This paper used data from two rounds of Benin Demographic and Health Survey (BDHS) to examine the utilization and disparities in factors of maternal health care indicators using logistic regression models. Participants were 17,794 and 16,599 women aged between15-49 years in 2006 and 2012 respectively. Women's characteristics were reported in percentage, mean and standard deviation.

RESULTS

Mean (±SD) age of the participants was 29.0 (±9.0) in both surveys. The percentage of at least 4 ANC visits was approximately 61% without any change between the two rounds of surveys, facility based delivery was 93.5% in 2012, with 4.9% increase from 2006; postnatal care was currently 18.4% and contraceptive use was estimated below one-fifth. The results of multivariable logistic regression models showed disparities in maternal health care service utilization, including antenatal care, facility-based delivery, postnatal care and contraceptive use across selected maternal factors. The current BHDS showed age, region, religion were significantly associated with maternal health care services. Educated women, those from households of high wealth index and women currently working were more likely to utilize maternal health care services, compared to women with no formal education, from poorest households or not currently employed. Women who watch television (TV) were 1.31 (OR = 1.31; 95% CI = 1.13-1.52), 1.69 (OR = 1.69; 95% CI = 1.20-2.37) and 1.38 (OR = 1.38; 95% CI = 1.16-1.65) times as likely to utilize maternal health care services after adjusting for other covariates.

CONCLUSION

The findings would guide stakeholders to address inequalities in maternal health care services. More so, health care programmes and policies should be strengthened to enhance accessibility as well as improve the utilization of maternal care services, especially for the disadvantaged, uneducated and those who live in hard-to-reach rural areas in Benin. The Benin government needs to create strategies that cover both the supply and demand side factors at attain the universal health coverage.

Bad girl and unmet family planning need among Sub-Saharan African adolescents: the role of sexual and reproductive health stigma

Adolescent pregnancy contributes to high maternal mortality rates in Sub-Saharan Africa. We explored stigma surrounding adolescent sexual and reproductive health (SRH) and its impact on young Ghanaian women's family planning (FP) outcomes. We conducted in-depth, semi-structured interviews with 63 women ages 15-24 recruited from health facilities and schools in Accra and Kumasi, Ghana. Purposive sampling provided diversity in reproductive/relationship/socioeconomic/religious characteristics. Using both deductive and inductive approaches, our thematic analysis applied principles of grounded theory. Participants described adolescent SRH experiences as cutting across five stigma domains. First, community norms identified non-marital sex and its consequences (pregnancy, childbearing, abortion, sexually transmitted infections) as immoral, disrespectful, and disobedient, resulting in bad girl labeling. Second, enacted stigma entailed gossip, marginalization, and mistreatment from all community members, especially healthcare workers. Third, young sexually active, pregnant, and childbearing women experienced internalized stigma as disgrace, shame and shyness. Fourth, non-disclosure and secret-keeping were used to avoid/reduce stigma. Fifth, stigma resilience was achieved through social support. Collectively, SRH stigma precluded adolescents' use of FP methods and services. Our resulting conceptual model of adolescent SRH stigma can guide health service, public health, and policy efforts to address unmet FP need and de-stigmatize SRH for young women worldwide.

Prevalence and factors influencing modern contraceptive use among HIV-positive women in Kilimanjaro region, northern Tanzania

Background

Mother-to-Child-Transmission (MTCT) of HIV is still a public health problem in sub-Saharan Africa. The region has a high unmet need for family planning and high unplanned pregnancy rates among HIV-positive women. Most efforts to prevent MTCT of HIV have focused on the third prong, a strategy which offers antiretroviral (ARV) drugs to HIV-infected pregnant women and their exposed infants. However, the effective use of contraceptives to prevent unplanned pregnancies among women living with HIV is more effective in reducing HIV MTCT. This study aimed at determining the prevalence and factors influencing modern contraceptive use among HIV-positive women in northern Tanzania.

Methods

This was a cross-sectional study conducted between January and June 2014 in three selected districts of Kilimanjaro region, Tanzania. Data were collected during face-to-face interviews with HIV-positive women attending Care and Treatment Clinics (CTC) in the selected districts. Multivariate logistic regression analysis was used to determine independent predictors of modern contraceptive use.

Results

In total 672 HIV-positive women were enrolled. Their mean age was 36.4 years (±7.7). Fifty four percent (362) were currently using modern contraceptives, and the most common method used was male condoms 76% (275) followed by Depo-Provera 28% (101). A total of 33% (121) of the users reported dual contraceptive use. Women with primary education [Adjusted Odds Ratio (AOR) = 7.54, 95% Confidence Interval (CI): 1.51–17.48, P = 0.014]; post-secondary [AOR = 6.23, 95% CI: 1.14–14.07, P = 0.035]; not currently on ARVs [AOR = 11.29, 95% CI: 2.60–19.94, P = 0.001]; currently sexually active [AOR = 8.40, 95% CI: 4.47–15.78, P < 0.001]; ever discussed contraceptive use with partner [AOR = 3.68, 95% CI: 1.67–8.11, P = 0.001]; and being counseled on dual contraceptive use at CTC [AOR = 2.94, 95% CI: 1.66–5.23, P < 0.001]; had significantly higher odds of currently using modern contraceptive methods.

Conclusions

Given the population studied, the prevalence of modern contraceptive use was low. Strategies are required to increase the use of dual and long-term contraceptive methods among women who do not want more children in order to reduce MTCT, and to improve maternal and child health in the region. Programme managers and health care providers need to identify counseling strategies that are specific to HIV-positive women that not only impart knowledge on contraceptives, but also address the issue of responsibility for influencing HIV transmission in the community.

Where we should focus? Myths and misconceptions of long acting contraceptives in southern nations, nationalities and People's region, Ethiopia: qualitative study

Background

Despite its wider benefits and access made at community level, contraceptive methods are one of underutilized services in study area and it is believed to be influenced by misconceptions and socio cultural values. This study was designed to explore women’s perceptions, myths and misconception to inform program implementers.

Methods

Study was conducted in Southern Nations, Nationalities and People’s Region, Ethiopia in 2015. Five focus group discussions with 50 women of reproductive age and 10 key informant interviews with providers and program officers were done. The discussions and interviews were tape-recorded, transcribed verbatim and analyzed manually using framework analysis with deductive and descriptive approaches.

Results

Improving community awareness about contraceptives and benefits of contraceptive utilization were acknowledged by majority of participants. Long acting methods were less preferred due to perceived side effects, myths and misconceptions and desire to have more children. Additionally, socio-economic status and partner influence were listed as reason for non-use. Poor provider-client interaction on available methods was also reported as system related gap.

Conclusion

Program implementers need to address fears, myths and misconceptions. Quality of family planning counselling should be monitored.

Discordance between self-reported contraceptive use and detection of exogenous hormones among Malawian women enrolling in a randomized clinical trial

OBJECTIVE

The objective was to assess the extent of concordance between self-reported contraceptive use and the presence of contraceptive progestins in serum.

STUDY DESIGN

We evaluated self-reported contraceptive use by using radioimmunoassay to examine baseline serum levels of medroxyprogesterone acetate (MPA) and levonorgestrel (LNG) among 97 Malawian women enrolling in a contraceptive trial.

RESULTS

Twelve percent (12/97) of study participants who reported no hormonal contraceptive use in the previous 6months had either MPA or LNG detected in their serum.

CONCLUSIONS

The observed discordance between self-report and detection of exogenous hormones in serum indicates that caution is warranted when drawing conclusions based on self-reported contraceptive use.