Consumer-focused Research to Accelerate Voluntary Uptake of Modern Contraceptives: Using Novel Data and Artificial Intelligence to Assess Consumer Intent, Identify Barriers and Enablers, and Uncover High-Impact Practices in Sindh, Pakistan
试验速览
- 阶段
- 不适用
- 状态
- 进行中(未招募)
- 入组人数
- 9,230
- 试验地点
- 1
- 主要终点
- Predictors of modern contraceptive intent and uptake
研究概览
简要总结
This is a multi-country cross-sectional study that will use mixed methods to better understand the extent to which women of reproductive age have intention to use modern contraception, what barriers and enablers exist, and what practices would support them to voluntarily adopt a modern contraceptive method. The study will take place in four countries i.e., Senegal, Côte d'Ivoire, Nigeria, and Pakistan, each with an adapted quantitative tool that will be administered to women of reproductive age and to men who live in their households. Qualitative data collection will be used to better understand the results of the quantitative survey.
The study aims to identify the proportion of women who have the intention to use family planning but are not currently using modern contraceptive methods and to determine why women with FP intent are not adopting modern contraceptive methods. Further it will also assess the characteristics of women who show intention-action gaps, and the interventions that enable them to adopt a modern contraceptive method. The findings of this study will support on-the-ground programs in identifying which population segment a woman might belong to.
The research will address its objectives by addressing the following research questions:
- Who has the intention to use family planning but is not currently using modern contraceptive methods?
- Why are women with FP intent not adopting modern contraceptive methods? Which methods are preferred, accessed, and intended?
- Who should be targeted to diminish intention-action gaps, and how?
- How can on-the-ground programs identify which population segment a woman might belong to?
详细描述
2 INTRODUCTION It has been estimated that for every $1 invested in family planning, society reaps $120 in lifetime benefits spanning health, economic and social advantages. Modern contraception can prevent unintended pregnancies and reduce the number of unsafe abortions, maternal mortality, and health problems arising from complications in pregnancy and childbirth. Modern contraceptives help couples effectively space childbirth and assume greater control over their preparedness for parenthood. Increased contraceptive uptake has been associated with social benefits such as higher education attainment among girls, women's prolonged participation in economic activities and increased agency in household decision-making. The ripple-on impacts include poverty reduction and improvement in the GDP growth rate. At a national and global level, modern contraception is vital for achieving the Sustainable Development Goals.
Despite the advantages of effective modern contraceptives and investments in the past decade, uptake remains slow in Sub-Saharan Africa (29%) and South Asia (52%). These regions face both higher maternal and infant mortality rates and lower female literacy rates along with some of the highest poverty rates in the world. Modern contraceptive uptake varies across countries and within each region, with some seeing concentrated vulnerability. Modern contraceptive prevalence rate (MCPR) in Senegal and Ethiopia is 26% and 25% respectively) and even lower in Côte d' Ivoire and Nigeria (18% and 12% respectively). The adoption of modern contraceptive for spacing is lowest among younger women who have a greater need for modern contraceptives. Similarly in South Asia, Pakistan (25%) has a lower MCPR than other countries in the region such as Bangladesh (59%) and India (56%). Within these areas exist significant populations of women who want to use modern contraceptives but are constrained by a range of barriers that require greater understanding and precise targeting.
To maximize the impact of dollars invested in family planning, focusing interventions on women who have family planning (FP) uptake intent, and targeting them with "high impact practices" - evidence-backed FP uptake drivers - will likely have some of the biggest and swiftest returns, and may yield shifts in broader norms. Recent studies have shown that intention to use within a specified period (e.g., 12 months), is a far better predictor of modern contraceptive use than either unmet need, often a core outcome metric, or even intention to use without a specified timeframe. However, there is a lack of foundational data to deeply measure intent, understand what drives intent, and how that varies for different groups (aka segments) of the population. This foundational data is needed to identify populations and geographies that may yield swift and significant improvements in modern contraceptive uptake, the exact barriers to address, and appropriate channels to address different groups of women.
2.2 STUDY RATIONALE This study will take a consumer-centered approach to understanding women's intention to use modern contraception methods and the barriers they face in using them. This study will generate new data that will allow government and their local partners to improve planning for programs that support women in voluntarily taking up modern contraceptive methods, leading to an increase in FP uptake in the near term. To generate this data, the investigators will undertake a multi-step process.
- Collect comprehensive formative data on drivers of FP intention and uptake. To determine priority areas for intervention, the investigators will collect novel data that holistically capture behavioural and contextual barriers to the uptake of modern contraceptives. The study will gather a 360-degree view of potential drivers of women's FP decisions in each geography from key target populations, focusing on adult women of reproductive age. Using Surgo's peer-reviewed CUBES frameworks and years of family planning survey experience, the investigators will use innovative methods to capture key barriers and preferences across contexts through in-depth quantitative survey. These surveys will also include an innovative modular index aiming to add precision to the measurement of FP intent. These questions will be iterated through cognitive testing through qualitative interviews utilizing the quantitative questionnaire, and will be validated using data collected in the first phase of the project.
- Apply advanced AI-powered analytics to drive strategy. (1) uncover the who, why, where, and how of underlying consumer forces that drive modern contraceptive intent and use will be uncovered, and (2) identify distinct segments with varied needs and barriers within the target population.. Based on the sample size and analytical approach applied, insights will be disaggregated at different geographical levels (described in the Sampling section of this document) to aid meaningful programmatic targeting on the ground.
- Co-develop analytics-driven solutions with implementation partners. The precision of the survey findings will allow AKU with sponsor, in collaboration with government partners and local partner, to generate segment-specific intervention recommendations that draw from, refine or add to high-impact practices identified by the FP High Impact Practice (HIP) consortium. This will include generating data-driven inputs for on-ground teams to design and strategize service approaches and target the right HIP to the right individuals. Findings will be shared with key government and partner stakeholders to support implementation at scale via a variety of mechanisms. AKU and Surgo will also support innovation uptake through concurrent learning and iteration with program partners and government stakeholders to guide insight use.
研究设计
- 研究类型
- Observational
- 观察模型
- Other
- 时间视角
- Cross Sectional
入排标准
- 年龄范围
- 15 Years 至 49 Years(Child, Adult)
- 性别
- Female
- 接受健康志愿者
- 是
入选标准
- •Married women aged 15-49
- •Married women providing written informed consent to participate in the study
- •One married woman from each selected household
排除标准
- •Women below 15 years and above 49 years are not eligible to participate
- •Women aged 15-18 will be excluded unless a parent, guardian, or spouse consents to her participation in the study,
- •Participants who do not speak the languages in which the surveys and interviews are conducted may be excluded to ensure accurate communication and understanding of the study materials.
- •Individuals with severe cognitive impairments or intellectual disabilities that could affect their ability to comprehend the study objectives or provide meaningful responses may be excluded.
- •Participants who are unable or unwilling to provide informed consent for participation in the study will be excluded to uphold ethical standards and protect participant rights.
研究组 & 干预措施
Married Women of reproductive age (MWRA, ages 15-49)
Mainly the data will be collected from randomly selected Married Women of reproductive age (MWRA, ages 15-49). To enrich the data for an in-depth understanding of multiple dynamics of the use of modern contraceptive methods, there will be some qualitative in-depth interviews collected with select participants.
结局指标
主要结局
Predictors of modern contraceptive intent and uptake
时间窗: through study completion, an average of 1 year
This outcome will measure the factors that influence or are associated with a woman's intention to use, or actual use of, modern contraceptives
Contextual barriers on contraceptive uptake
时间窗: through study completion, an average of 1 year
this will assess context-specific barriers at individual and structural levels that hinder the uptake/use of modern contraceptives among women
Causal patterns of contraceptive uptake
时间窗: through study completion, an average of 1 year
This outcome will analyze data to identify the relationships through which various factors directly impact a woman's decision-making process and ability to adopt and use contraceptives.
Impact of high-impact practices on contraceptive uptake
时间窗: through study completion, an average of 1 year
This outcome will evaluates the effectiveness of high-impact practices in family planning by comparing their relative strengths in influencing various determinants of contraceptive uptake
Understanding Intention-Action Gaps and Enabling Interventions for Modern Contraceptive Adoption in Women
时间窗: through study completion, an average of 1 year
This outcome will measure the intention-action gap in modern contraceptive adoption, identifying distinct population segments based on preferences and attitudes. It will quantify the prevalence of each segment within the population. Additionally, it will assess the effectiveness of high-impact interventions tailored to address the unique needs of each segment.
次要结局
- Developing a Typing tool for population segmentation in field-based family planning programs(through study completion, an average of 1 year)
研究者
Dr Sajid Bashir Soofi
Professor
Aga Khan University
