Since childbearing desires, and trends in these desires, differ across populations, the inclusion of women who want to become pregnant in the denominator for unintended pregnancy rates complicates interpretation of inter...Since childbearing desires, and trends in these desires, differ across populations, the inclusion of women who want to become pregnant in the denominator for unintended pregnancy rates complicates interpretation of intercountry differences and trends over time. To address this limitation, we propose a rate that is the ratio of the number of unintended pregnancies to the number of women wanting to avoid pregnancy; we term these conditional rates. We computed conditional unintended pregnancy rates for five-year periods from 1990 to 2019. In 2015-2019, these conditional rates per 1,000 women per year wanting to avoid pregnancy ranged from 35 in Western Europe to 258 in Middle Africa. Rates with all women of reproductive age in the denominator have concealed stark global disparities in the ability of women to avoid unintended pregnancies, and they have understated progress in regions where the fraction of women wanting to avoid pregnancy has increased.
Women's engagement in the decision to use contraception, an indicator captured in the Demographic and Health Surveys (DHS), is frequently used to assess women's reproductive agency. In 2014, DHS added a corollary questio...Women's engagement in the decision to use contraception, an indicator captured in the Demographic and Health Surveys (DHS), is frequently used to assess women's reproductive agency. In 2014, DHS added a corollary question to the women's questionnaire on decision-making not to use contraception. Study authors hypothesize that women's engagement in decision-making not to use contraception is also indicative of reproductive agency. Analyzing DHS microdata from 30 countries collected between 2015 and 2020 (n = 292,141), this country-level study examines data quality in terms of missingness of data (t-tests), indicator utility in terms of response pattern variability (descriptive statistics), and construct validity in terms of associations between engagement in the decision not to use contraception and engagement in household decision-making (multivariable linear regression). Findings indicate the measure is of good quality, provides nuanced insight, and has construct validity. Importantly, the new measure deepens our understanding of women's reproductive agency.
Karp C, OlaOlorun FM, Guiella G
… +4 more, Gichangi P, Choi Y, Anglewicz P, Holt K
Stud Fam Plann
· 2023 Mar · PMID 36787283
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The lack of validated, cross-cultural measures for examining quality of contraceptive counseling compromises progress toward improved services. We tested the validity and reliability of the 10-item Quality of Contracepti...The lack of validated, cross-cultural measures for examining quality of contraceptive counseling compromises progress toward improved services. We tested the validity and reliability of the 10-item Quality of Contraceptive Counseling scale (QCC-10) and its association with continued protection from unintended pregnancy and person-centered outcomes using longitudinal data from women aged 15-49 in Burkina Faso, Kenya, and Nigeria. Psychometric analysis showed moderate-to-strong reliability (alphas: 0.73-0.91) and high convergent validity with greatest service satisfaction. At follow-up, QCC-10 scores were not associated with continued pregnancy protection but were linked to contraceptive informational needs being met among Burkinabe and Kenyan women; the reverse was true in Kano. Higher QCC-10 scores were also associated with care-seeking among Kenyan women experiencing side effects. The QCC-10 is a validated scale for assessing quality of contraceptive counseling across diverse contexts. Future work is needed to improve understanding of how the QCC-10 relates to person-centered measures of reproductive health.
Beliefs about contraception are commonly conceptualized as playing an important role in contraceptive decision-making. Interventions designed to address beliefs typically include counseling to dispel any "myths" or "misc...Beliefs about contraception are commonly conceptualized as playing an important role in contraceptive decision-making. Interventions designed to address beliefs typically include counseling to dispel any "myths" or "misconceptions." These interventions currently show little evidence for impact in reducing beliefs. This commentary delves into the problems associated with using implicitly negative terminology to refer to contraceptive beliefs, which come laden with assumptions as to their validity. By conceptualizing women as getting it wrong or their beliefs as invalid, it sets the scene for dubious treatment of women's concerns and hampers the design of fruitful interventions to address them. To replace the multitude of terms used, we suggest using "belief" going forward to maintain value-free curiosity and remove any implicit assumptions about the origin or validity of a belief. We provide recommendations for measuring beliefs to help researchers understand the drivers and impacts of the belief they are measuring. Finally, we discuss implications for intervention design once different types of belief are better understood. We argue that tailored interventions by belief type would help address the root causes of beliefs and better meet women's broader contraceptive needs, such as the need for contraceptive autonomy and satisfaction.
Marteleto LJ, Dondero M, Kumar S
… +1 more, Mallinson DC
Stud Fam Plann
· 2023 Mar · PMID 36739473
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Fertility intentions-intentions regarding whether and when to have children-predict reproductive health outcomes. Measuring fertility intentions is difficult, particularly during macrostructural shocks, for at least two...Fertility intentions-intentions regarding whether and when to have children-predict reproductive health outcomes. Measuring fertility intentions is difficult, particularly during macrostructural shocks, for at least two reasons: (1) fertility intentions may be especially volatile during periods of uncertainty and (2) macrostructural shocks may constrain data collection. We propose a set of indicators that capture how a macrostructural shock directly alters fertility intentions, with a particular focus on the Coronavirus disease 2019 (Covid-19) pandemic. We advance the conceptualization and construct of fertility intentions measures in three ways. First, we demonstrate the value of direct questions about whether women attributed changes in fertility intentions to the pandemic. Second, we highlight the importance of a typology that delineates fertility postponement, advancement, foregoing, and indecision. Third, we demonstrate the importance of incorporating a granular time window within a two-year period to capture short-term changes to fertility intentions. We exemplify the value of our proposed measures using survey data from a probabilistic sample of women aged 18-34 in Pernambuco, Brazil. We discuss the self-reported change in intentions due to Covid in wave 1 as well as panel change across waves. We further ground our contributions by uncovering important variations by social origin and parity.
Senderowicz L, Bullington BW, Sawadogo N
… +5 more, Tumlinson K, Langer A, Soura A, Zabré P, Sié A
Stud Fam Plann
· 2023 Mar · PMID 36729070
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There is growing consensus in the family planning community around the need for novel measures of autonomy. Existing literature highlights the tension between efforts to pursue contraceptive targets and maximize uptake o...There is growing consensus in the family planning community around the need for novel measures of autonomy. Existing literature highlights the tension between efforts to pursue contraceptive targets and maximize uptake on the one hand, and efforts to promote quality, person-centeredness, and contraceptive autonomy on the other hand. Here, we pilot a novel measure of contraceptive autonomy, measuring it at two Health and Demographic Surveillance System sites in Burkina Faso. We conducted a population-based survey with 3,929 women of reproductive age, testing an array of new survey items within the three subdomains of informed choice, full choice, and free choice. In addition to providing tentative estimates of the prevalence of contraceptive autonomy and its subdomains in our sample of Burkinabè women, we critically examine which parts of the proposed methodology worked well, what challenges/limitations we encountered, and what next steps might be for refining, improving, and validating the indicator. We demonstrate that contraceptive autonomy can be measured at the population level but a number of complex measurement challenges remain. Rather than a final validated tool, we consider this a step on a long road toward a more person-centered measurement agenda for the global family planning community.
Cartwright AF, Callahan RL, Beksinska M
… +11 more, Kasaro MP, Tang JH, Milford C, Wong C, Velarde M, Maphumulo V, Fawzy M, Chinyama M, Chabu E, Mudenda M, Smit J
Stud Fam Plann
· 2023 Jun · PMID 36727169
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Few longitudinal studies have measured contraceptive continuation past one year in sub-Saharan Africa. We surveyed 674 women who had been randomized to receive the three-month intramuscular contraceptive injectable (DMPA...Few longitudinal studies have measured contraceptive continuation past one year in sub-Saharan Africa. We surveyed 674 women who had been randomized to receive the three-month intramuscular contraceptive injectable (DMPA-IM), levonorgestrel (LNG) implant, or copper intrauterine device (IUD) during the Evidence for Contraceptive Options and HIV Outcomes (ECHO) trial in South Africa and Zambia and were subsequently followed for two additional years to explore method continuation, reasons for discontinuation, and access to implant and IUD removal services. We also conducted in-depth qualitative interviews with 39 participants. We estimated cumulative discontinuation probabilities using Kaplan-Meier estimates and assessed factors associated with discontinuation using Cox-proportional hazards models. The LNG implant continuation rate over the maximum 44-month study period was 60 percent, while rates for the copper IUD and DMPA-IM were 52 percent and 44 percent, respectively. Reasons for method discontinuation included side effects, particularly menstrual changes, and method stock-outs. Most implant and IUD users who sought removal were able to access services; however, room for improvement exists. In this cohort originally randomized to receive a contraceptive method and attend regular study visits, implants and IUDs continued to be highly acceptable over an additional two years, but facilities should continue to ensure that insertions and removals are available as requested.
Contraceptive discontinuation for method-related reasons, while presumably wanting to avoid pregnancy, is a common phenomenon and can contribute to high levels of unmet need and unplanned pregnancies. Some women disconti...Contraceptive discontinuation for method-related reasons, while presumably wanting to avoid pregnancy, is a common phenomenon and can contribute to high levels of unmet need and unplanned pregnancies. Some women discontinue contraceptive use and do not quickly resume a method ("stopping"), while others are able to quickly switch to another method to achieve their reproductive goal of avoiding pregnancy ("switching"). We use Demographic and Health Survey data from 48 countries to examine what differentiates women who were able to switch to another method versus those who ultimately stopped entirely, among women who discontinued contraception for method-related reasons. Results show that wanting to limit births, having ever been married, and recent prior use are all associated with switching versus stopping. In addition, we find that women in West and Middle Africa were more likely to stop use compared to women in other regions. Addressing obstacles to contraceptive continuation, including effective method switching, among women who wish to delay or avoid pregnancy should be a priority for global and country initiatives aiming to deliver client-centered care that supports women and couples to make their best family planning choices.
Equating contraceptive use with programmatic success is fundamentally flawed in failing to account for whether individuals desire contraceptive use; this is problematic because nonuse can reflect empowered decision-makin...Equating contraceptive use with programmatic success is fundamentally flawed in failing to account for whether individuals desire contraceptive use; this is problematic because nonuse can reflect empowered decision-making and use may reflect an individual's inability to refuse or discontinue a method. A rights-based approach demands respect for individuals' freedom to weigh options and choose how their desire for pregnancy prevention can be accommodated by available methods and within the context of their own personal, social, and material constraints. We offer an alternative construct, preference-aligned fertility management (PFM), that provides a more holistic indicator of whether one's contraceptive needs are met. PFM is more person-centered and informative for programming than status quo measures of unmet need, demand satisfied, and contraceptive use which define a positive outcome in relation to pregnancy risk rather than one's stated preferences. The PFM approach goes beyond other recent proposals for modifying the concept of unmet need by refraining from judgment of legitimate reasons for nonuse of contraception and offers a straightforward way to capture whether people act in line with their preferences. We conclude with discussion of how we plan to measure PFM in the Innovations for Choice and Autonomy (ICAN) study in Nigeria and Uganda.
Stud Fam Plann
· 2023 Mar · PMID 36721055
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Contraceptive counseling protocols tend to focus narrowly on pregnancy intentions, which may overlook other factors that contribute to whether an individual wants or needs contraception. In this report, we demonstrate th...Contraceptive counseling protocols tend to focus narrowly on pregnancy intentions, which may overlook other factors that contribute to whether an individual wants or needs contraception. In this report, we demonstrate the potential of two measures of individual contraceptive need that could be assessed as part of contraceptive counseling: (1) a composite score constructed from pregnancy intentions, sexual frequency, and perceived fecundity and (2) a direct measure of contraceptive need ("do you feel it is necessary for you to be using contraception right now?") We compare the two measures using data from Umoyo wa Thanzi, a cohort study in Central Malawi (N = 906; 2017-2018). More frequent sex, perceptions of being more fecund, and a stronger desire to avoid pregnancy were associated with directly reporting contraceptive need (p < 0.001). Women who directly reported contraceptive need had a higher average composite score than women who directly reported they had no need (mean = 7.4 vs. 6.3; p < 0.01), but nearly all participants had scores indicating some risk of unintended pregnancy. Contraceptive counseling protocols should consider assessing women's direct report of contraceptive need, along with risk factors for unintended pregnancy, such as sexual frequency, perceived fecundity, and desire to avoid pregnancy, to better counsel clients.
Research calls for the sexual and reproductive rights field to prioritize gender norms to ensure that women can act on their reproductive rights. However, there is a gap in accepted measures. We addressed this by includi...Research calls for the sexual and reproductive rights field to prioritize gender norms to ensure that women can act on their reproductive rights. However, there is a gap in accepted measures. We addressed this by including important theoretical components of gender norms: differentiating between descriptive and injunctive norms and adding a referent group. Our team originally developed and validated the G-NORM, a gender norms scale, in India. In this paper, we describe how we subsequently adapted and validated it in Nepal. We administered items to women of reproductive age, conducted exploratory and confirmatory factor analysis, and examined associations between the subscales and reproductive health outcomes. Like the original G-NORM, our factor analyses showed that descriptive norms and injunctive norms comprise two distinct scales which fit the data well and had Cronbach alphas of 0.92 and 0.89. More equitable descriptive gender norms were associated with higher decision-making scores, increased odds of intending to use family planning, disagreeing that it is wrong to use family planning, and older ideal age at marriage. Injunctive gender norms were only associated with disagreeing that it is wrong to use family planning. Findings offer an improved measure of gender norms in Nepal and provide evidence that gender norms are critical for agency and reproductive health outcomes.
Although the reproductive calendar is the primary tool for measuring contraceptive dynamics in low-income settings, the reliability of calendar data has seldom been evaluated, primarily due to the lack of longitudinal pa...Although the reproductive calendar is the primary tool for measuring contraceptive dynamics in low-income settings, the reliability of calendar data has seldom been evaluated, primarily due to the lack of longitudinal panel data. In this research, we evaluated the reproductive calendar using data from the Performance Monitoring for Action Project. We used population-based longitudinal data from nine settings in seven countries: Burkina Faso, Nigeria (Kano and Lagos States), Democratic Republic of Congo (Kinshasa and Kongo Central Provinces), Kenya, Uganda, Cote d'Ivoire, and India. To evaluate reliability, we compared the baseline cross-sectional report of contraceptive use (overall and by contraceptive method), nonuse, or pregnancy with the retrospective reproductive calendar entry for the corresponding month, measured at follow-up. We use multivariable regressions to identify characteristics associated with reliability or reporting. Overall, we find that the reliability of the calendar is in the "moderate/substantial" range for nearly all geographies and tests (Kappa statistics between 0.58 and 0.81). Measures of the complexity of the calendar (number of contraceptive use episodes, using the long-acting method at baseline) are associated with reliability. We also find that women who were using contraception without their partners/husband's knowledge (i.e., covertly) were less likely to report reliably in several countries.
While there is a large literature on the prevalence of unmet need for family planning, there is no matching quantitative evidence on the prevalence of unwanted family planning; all contraceptive use is assumed to represe...While there is a large literature on the prevalence of unmet need for family planning, there is no matching quantitative evidence on the prevalence of unwanted family planning; all contraceptive use is assumed to represent a "met need." This lack of evidence raises concerns that some observed contraceptive use may be undesired and coercive. We provide estimates of unwanted family planning using Demographic and Health Survey data collected from 1,546,987 women in 56 low- and middle-income countries between 2011 and 2019. We estimate the prevalence of unwanted family planning, defined as the proportion of women who report wanting a child in the next nine months but who are using contraception. We find that 12.2 percent of women have an unmet need for family planning, while 2.1 percent have unwanted family planning, with estimated prevalence rates ranging from 0.4 percent in Gambia to 7.1 percent in Jordan. About half of unwanted family planning use can be attributed to condoms, withdrawal, and abstinence. Estimating the prevalence of unwanted family planning is difficult given current data collection efforts, which are not designed for this purpose. We recommend that future surveys probe the reasons for the use of family planning.
Fertility surveys have rarely asked people who are using contraception about the contraceptive method they would like to be using, implicitly assuming that those who are contracepting are using the method they want. In t...Fertility surveys have rarely asked people who are using contraception about the contraceptive method they would like to be using, implicitly assuming that those who are contracepting are using the method they want. In this commentary, we review evidence from a small but growing body of work that oftentimes indicates this assumption is untrue. Discordant contraceptive preferences and use are relatively common, and unsatisfied preferences are associated with higher rates of method discontinuation and subsequent pregnancy. We argue that there is opportunity to center autonomy and illuminate the need for and quality of services by building on this research and investing in the development of survey items that assess which method people would like to use, as well as their reasons for nonpreferred use. The widespread adoption of questions regarding method preferences could bring indicators of reproductive health services into closer alignment with the needs of the people they serve.
The concept of contraceptive method choice is complex and difficult to measure, usually requiring multiple metrics that represent the service environment, access, and acceptability. One of the most used measures for the...The concept of contraceptive method choice is complex and difficult to measure, usually requiring multiple metrics that represent the service environment, access, and acceptability. One of the most used measures for the family planning service delivery environment is method availability, or specifically, the contraceptive options that are available to clients at any given family planning service delivery point. Despite the importance of the measure, indicator definitions vary widely and are not standardized. We identified six versions of the method availability indicator and calculated each version using Service Provision Assessment data from three countries with varying family planning profiles, health service structures, and from different geographic areas: Bangladesh, the Democratic Republic of Congo, and Haiti. We compared method availability estimates by urban/rural location, facility type, and across country context. Our results showed a wide variability in method availability estimates depending on the indicator used. Generally, indicators requiring a particular mix of method types had lower estimates of method availability than indicators only requiring a minimum number of methods. Results are discussed and recommendations are made to standardize indicator language and guidance. We further recommend the standardization of an indicator with a minimum mix of method types to ensure that a variety of method preferences can be met.
Bhan N, Johns NE, Chatterji S
… +5 more, Thomas EE, Rao N, Ghule M, Lundgren R, Raj A
Stud Fam Plann
· 2023 Mar · PMID 36691257
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Social norms related to fertility may be driving pregnancy desire, timing and contraceptive use, but measurement has lagged. We validated a 10-item injunctive Fertility Norms Scale (FNS) and examined its associations wit...Social norms related to fertility may be driving pregnancy desire, timing and contraceptive use, but measurement has lagged. We validated a 10-item injunctive Fertility Norms Scale (FNS) and examined its associations with family planning outcomes among 1021 women and 1020 men in India. FNS captured expectations around pronatalism, childbearing early in marriage and community pressure. We assessed reliability and construct validity through Cronbach's alpha and exploratory factor analysis (EFA) respectively, examining associations with childbearing intention and contraceptive use. FNS demonstrated good reliability (α = 0.65-0.71) and differing sub-constructs by gender. High fertility norm among women was associated with greater likelihood of pregnancy intention [RRR = 2.35 (95% CI: 1.25,4.39); ARRR = 1.53 (95% CI: 0.70,3.30)], lower likelihood of delaying pregnancy [RRR = 0.69 (95% CI: 0.50,0.96); ARRR = 0.72 (95% CI: 0.51,1.02)] and greater ambivalence on delaying pregnancy [RRR = 1.92 (95% CI: 1.18,3.14); ARRR = 1.99 (95% CI: 1.21,3.28)]. Women's higher FNS scores were also associated with higher sterilization [RRR = 2.17 (95% CI: 1.28,3.66); ARRR = 2.24 (95% CI: 1.32,3.83)], but the reverse was noted for men [RRR = 0.61 (95% CI: 0.36,1.04); ARRR = 0.54 (95% CI: 0.32,0.94)]. FNS indicated better predictive value among women compared to men for key reproductive outcomes. This measure may be useful for social norms-focused evaluations in family planning and warrants cross-contextual study.
Stud Fam Plann
· 2022 Dec · PMID 36495077
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Unmet need plays a critical role in reproductive health research, evaluation, and advocacy. Although conceptually straightforward, its estimation suffers from a number of methodological limitations, most notably its reli...Unmet need plays a critical role in reproductive health research, evaluation, and advocacy. Although conceptually straightforward, its estimation suffers from a number of methodological limitations, most notably its reliance on biased measures of women's stated fertility preferences. We propose a counterfactual-based approach to measuring unmet need at the population level. Using data from 56 countries, we calculate unmet need in a population as the difference between: (1) the observed contraceptive prevalence in the population; and (2) the calculated contraceptive prevalence in a subsample of women who are identified to be from "ideal" family planning environments. Women from "ideal" environments are selected on characteristics that signal their contraceptive autonomy and decision-making over family planning. We find significant differences between our approach and existing methods to calculating unmet need, and we observe variation across countries when comparing indicators. We argue that our indicator of unmet need is preferable to existing population-level indicators due to its independence from biases that are generated from the use of reported preference measures, the simplicity with which it can be derived, and its relevance for cross-country comparisons as well as context-specific analyses.
Monetary incentives are often used to increase the motivation and output of health service providers. However, the focus has generally been on frontline health service providers. Using a cluster randomized trial, we eval...Monetary incentives are often used to increase the motivation and output of health service providers. However, the focus has generally been on frontline health service providers. Using a cluster randomized trial, we evaluate the effect of monetary incentives provided to community-based volunteers on early initiation of antenatal care (ANC) visits and deliveries in health facilities in communities in Zambia. Monetary incentives were assigned to community-based volunteers in treatment sites, and payments were made for every woman referred or accompanied in the first trimester of pregnancy during January-June 2020. We find a significant increase of about 32 percent in the number of women completing ANC visits in the first trimester but no effect on service coverage rates. The number of women accompanied by community-based volunteers for ANC in the first trimester increased by 33 percent. The number of deliveries in health facilities also increased by 22 percent. These findings suggest that the use of health facilities during the first trimester of pregnancy can be improved by providing community-based volunteers with monetary incentives and that such incentives can also increase deliveries in health facilities, which are key to improving the survival of women and newborns.
Bell SO, Guiella G, Anjur-Dietrich S
… +4 more, Bazie F, Onadja Y, Ahmed S, Moreau C
Stud Fam Plann
· 2022 Dec · PMID 36210613
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Social network-based methods are increasingly used to estimate induced abortion incidence and investigate correlates. Approaches differ in the social tie definitions used to identify which social network members' abortio...Social network-based methods are increasingly used to estimate induced abortion incidence and investigate correlates. Approaches differ in the social tie definitions used to identify which social network members' abortion experiences respondents will report. This study compares the effect of using the "best friend" (closest female friend) versus "confidante" (specifying mutual sharing of personal information) definition on abortion incidence estimation. We use data from a nationally representative survey of women aged 15-49 in Burkina Faso (conducted in 2020-2021) where respondents were randomized into two versions of an abortion module, using different friend definitions. We computed abortion rate estimates by friend definition and adjusted for assumption violations (transmission bias, surrogate sample selection bias). Unadjusted incidence rates varied from 11.7 [4.1-19.2] abortions per 1,000 women to 15.6 [9.7-21.4], depending on friend definition. The confidante definition yielded higher adjusted estimates (36.2 [25.1-47.2]) than the best friend definition (17.0 [8.7-25.3]) due to greater transmission bias adjustment. Both estimates exceeded the respondent self-reported abortion incidence (4.0 [2.2-5.9]). Our results indicate that either friend definition produces higher incidence estimates than self-report but suggest a potential advantage for the "best friend" over the "confidante" definition given lower transmission bias. Further research should assess generalizability of these findings in other contexts.