| Organization | Innovations for Poverty Action (IPA) |
| Location | Sierra Leone and Kwara and Enugu states, Nigeria |
| Amount | $1,155,000 |
| Approval date | December 2025 |
| Funded by | Unrestricted funds designated for grantmaking |
Summary
This grant will fund Innovations for Poverty Action (IPA) to conduct independent monitoring and evaluation (M&E) of MSI Reproductive Choice’s family planning outreach program in Nigeria and Sierra Leone, which GiveWell has funded with a separate grant. We expect this independent data collection to reduce our uncertainty about how much of the contraception delivered by MSI would have been unavailable in the program's absence and how much of that contraception is used as a result of free and informed choice.
Published: September 2026
The challenge
Roughly 80 million women in low- and middle-income countries (LMICs) had unmet demand for contraception in 2024, and a further 136 million report wanting to avoid a pregnancy but not using a modern contraceptive method.1 MSI’s outreach program is designed to close part of this gap by sending mobile teams into remote and underserved communities to provide counseling and a full mix of contraceptive methods, including long-acting reversible contraceptives such as implants and intrauterine devices (IUDs).2 See our intervention report on family planning mobile outreach for more information.
GiveWell is currently funding MSI's outreach program in two states in Nigeria and five districts in Sierra Leone.3 Two questions are central to our decision about whether to continue or expand that funding:
- How much of the contraception MSI provides is counterfactually additional—that is, used by women who would not otherwise have obtained modern contraception from another provider?
- How much of that contraception is wanted—that is, the product of full, free, and informed choice?
We currently have limited evidence to answer these questions. For example, MSI conducts client exit interviews and "mystery client" visits but as far as we are aware does not systematically gather information from people who are not MSI clients.4 In addition, we believe that despite the best efforts of our grantee partners, there are many ways monitoring and evaluation processes conducted by implementing organizations can be biased.5 There are a small number of academic studies of contraceptive coercion in low- and middle-income countries, but none of them examine MSI's program.6 Without better, independent evidence, we face high uncertainty about both the program’s impact and its risks, which limits our ability to direct funding confidently.
How this grant could help
This grant funds IPA to collect and analyze data that GiveWell can use to refine the assumptions in our cost-effectiveness analysis and to monitor the risk of unwanted contraception. The grant will be used primarily for staff time (for research design and data analysis) and data collection.7 IPA's work, which will take place concurrently with the three-year grant to MSI, has five main components:
- Household surveys with women of reproductive age in the communities where MSI works. IPA will survey roughly 1,500 women (942 in Nigeria and 547 in Sierra Leone) before the program begins and again in year 3, after MSI's grant is complete.8 The sample size was chosen to ensure sufficient statistical power to detect a 5-percentage-point change in modern contraceptive use between baseline and endline.9 The survey will measure contraceptive use, contraceptive autonomy, and community characteristics that could affect the program's impact, such as prior use of contraception, knowledge of how to access it, and fertility preferences.10 For about 5% of respondents in Nigeria and 10% of respondents in Sierra Leone, IPA will add open-ended questions to gather more detailed, qualitative information about women's perceptions of and access to contraception.11
- Surveys with recent clients of MSI's outreach program. IPA will survey about 1,000 recent clients in year 1 and follow up with the same clients in year 3.12 These surveys will focus on clients' current and past contraceptive use, whether they knew of other ways to obtain contraception, whether they felt pressured toward a particular method, whether they were informed about side effects, their satisfaction with the method they received, and their perceptions about the impact of MSI’s outreach on their contraceptive use and autonomy.13
- Unannounced visits to outreach sites. IPA will conduct around 80 unannounced visits during which IPA enumerators will observe the group counseling sessions that precede private consultations and interview providers.14 The enumerators will record information about service quality (which we expect to include things like what information is given about methods and side effects, and whether the providers encourage clients to use a particular method).15 IPA will also conduct rapid client surveys during these visits.16
- "Mystery client" visits. IPA will conduct 72 visits during which trained enumerators will pose as clients and report on provider behavior.17 The enumerators will track which methods are offered, what information is given, and whether providers press clients toward contraception.18 Because the enumerators are not identified as evaluators, this approach seeks to avoid any changes in provider behavior that could occur when staff know they are being observed.
- Data analysis using two complementary approaches. IPA will conduct a transportability analysis, which predicts how the results of a study conducted in one setting would apply to a different population by adjusting for differences in the characteristics that modify the treatment's effect.19 IPA will draw on an ongoing randomized controlled trial (RCT) of MSI's outreach program in the Democratic Republic of the Congo and two Nigerian states GiveWell is not funding and combine its results with the community-level data from the GiveWell-funded sites.20 Alongside this, IPA will use a more informal triangulation approach, checking the various data it collects against the key assumptions in the program's theory of change.21
Our reasoning
We are recommending this grant for several reasons:
- First, we believe it will provide important information for our family planning grantmaking, which is in its early stages. MSI's outreach program is one of the more promising opportunities we have found, but we are unsure whether we would keep funding the program after the initial grants without additional information. MSI implements its program in more than 30 countries, so we think there is likely room to absorb substantially more cost-effective funding if the evidence supports it.22 We also expect the M&E to produce lessons that could inform other family planning opportunities and our broader approach to monitoring such programs.
- Second, we think the M&E reduces the risk that the program generates unwanted contraception. By collecting client exit surveys, longitudinal follow-ups, mystery-client visits, and site observations, the grant provides us more insight into the potential risk. We have told MSI that we will weigh evidence about contraceptive autonomy in future funding decisions and do not want the program to maximize measured output at the expense of clients' choices. Because the data collection is spread across all three years rather than concentrated at the start or end, it strengthens this incentive and lets us flag early concerns in time for MSI to adjust.
- Third, we think IPA is well-positioned to do this work. We selected IPA after soliciting proposals from four organizations. IPA has country offices in both Nigeria and Sierra Leone, it has prior experience conducting mystery-client visits at family planning clinics, and it has extensive experience collecting data for rigorous family planning studies and large randomized trials.23
- Finally, we think the transportability analysis has learning value beyond this grant. We are unsure whether it will produce precise estimates, but we believe that testing it may tell us whether observational data from the sites we fund can be combined with data from earlier RCTs to estimate how a program's effects transfer across settings. If so, such an approach could inform how we adjust for external validity in other cost-effectiveness analyses.
Creating cost-effectiveness estimates for value of information grants is more challenging than for direct delivery programs; however, we estimate this grant to be 10 times as cost-effective as our benchmark, based on several subjective assumptions.24 In addition, it is based on the chance that what we learn leads us to direct more funding to MSI's Outreach program later; it does not include the program's other potential benefits, such as providing information to inform our broader family planning grantmaking or our approach to M&E.
What we could be wrong about
Our main uncertainties about this grant are:
- The grant activities may reduce our uncertainty less than we hope. Our two central questions—how much of the contraception MSI provides is counterfactually additional, and how much is wanted—are inherently hard to answer without an intensive RCT. The design tries to work around this by leveraging an ongoing RCT and collecting several complementary types of data, but there is a risk that these point in different directions or raise more questions than they answer.
- We are uncertain whether the transportability analysis will be feasible and informative. Although IPA treats it as the primary analytical approach, we think it could fail at several points. For example, the underlying RCT may be delayed or underpowered, or the community characteristics collected in the two settings may not overlap enough for the method to work. IPA has told us they will pivot toward other approaches if the transportability analysis proves infeasible, and will share the cleaned, de-identified data so that we can run our own analyses.25
- This M&E grant is relatively expensive in comparison to the implementation grant; it is roughly 20% as large as our grant to the MSI program itself.26 We judged that the information value justified the expense and that our time was better spent moving forward than negotiating a lower cost, but this may not have been the right trade-off.
- We have substantial uncertainty about several key parameters in our cost-effectiveness estimate. The value-of-information estimate depends on subjective judgments, such as the probability that we continue funding MSI with and without this M&E and the amount and duration of any future funding,27 and reasonable alternative assumptions would move the estimate substantially.
This page summarizes our research at the time of approval and was reviewed by the grant recipient.
Sources
- 1
- "Out of 928 million women of reproductive age in 128 LMICs who want to avoid pregnancy, approximately 78 million have an unmet demand for contraception." Guttmacher Institute, Adding It Up 2024: Investing in Sexual and Reproductive Health in Low- and Middle-Income Countries, 2025. An additional 75 million report using traditional methods of contraception, and 61 million report no intent to use contraception (see Figure 1).
- Unmet demand is defined as "Women who want to avoid pregnancy, are not using any contraceptive method, and say they intend to use contraception in the future or are open to future use."
- 2
- "MSIN’s outreach service channel is comprised of 34 mobile outreach teams that go the last mile to deliver services in under-served communities, including rural, poor communities, displaced communities, and those affected by climate change, expanding access at scale."
- "Of the total clients served, 95% chose a long-acting reversible contraceptive method. We ensure that all clients are offered a choice, with women typically being consulted on an average of five methods."
MSI, Delivering Cost Effective Impact: An Investment in Reproductive Health in Nigeria, 2025, p. 3.
- 3"In September 2025, GiveWell recommended a $6.3 million grant to MSI Reproductive Choices (MSI) to establish two new family planning mobile Outreach teams in Enugu and Kwara states in Nigeria over 36 months, and to maintain five existing Outreach teams in Sierra Leone for 30 months." GiveWell, MSI Reproductive Choices - Family Planning Mobile Outreach Programs in Nigeria & Sierra Leone, September 2025
- 4
- "Client Exit Interviews: This is an annual survey with the primary purpose of determining client experience during service delivery. Information from the CEI supports MSSL teams in improving client experiences and advancing the continuum of care." MSI, Delivering Cost Effective Impact: An Investment in Reproductive Health in Sierra Leone, 2025, p. 6. A similar description is provided in the MSI Nigeria proposal.
- "Mystery Client Visits: Data from annual mystery client visits helps MSSL understand service provider performance and quality of service from a client’s perspective and identify service quality gaps. MSSL utilizes MCS data to make real-time decisions to mitigate identified risk(s). MSSL will conduct mystery client visits annually under this grant." MSI, Delivering Cost Effective Impact: An Investment in Reproductive Health in Sierra Leone, 2025, p. 6. A similar description is provided in the MSI Nigeria proposal.
- See MSI, Delivering Cost Effective Impact: An Investment in Reproductive Health in Sierra Leone, 2025, pp. 6-7, for a description of MSI’s M&E and quality assurance activities. A similar description is provided in the MSI Nigeria proposal. Neither proposal includes activities to reach non-MSI clients.
- 5For example, with Evidence Action’s Dispensers for Safe Water program, we found that independent monitoring came to substantially different conclusions than monitoring conducted by the organization itself. This provides a general case for funding more independent monitoring for the programs we support. See GiveWell, "Podcast Episode 25: Following the Data on Dispensers for Safe Water," 2026.
- 6We identified three studies—Senderowicz 2019, Senderowicz et al. 2023, and Canning and Karra 2023—none of which study MSI's program.
- 7"Data collection: $235,000, Staff time: $479,000, Other direct costs: $206,000, Subcontracts (academic advisors): $12,000, Indirect costs: $223,000." IPA, Budget: MSI outreach service evaluation, December 2025..
- 8"2026 Nigeria: 942, 2026 Sierra Leone: 547, 2028 Nigeria: 942, 2028 Sierra Leone: 547." IPA, Proposal to GiveWell: Estimating the impact of MSI’s Outreach Service on contraceptive usage and autonomy, 2026, p. 11.
- 9"These sample sizes are sufficient to detect a 5 percentage point change in contraception concordance per country between 2026 and 2028 at 80% power and 5% significance, assuming within-person correlation of outcomes of 0.5 and attrition of 6% per year." IPA, Proposal to GiveWell: Estimating the impact of MSI’s Outreach Service on contraceptive usage and autonomy, 2026, p. 14.
- 10
- "Surveys of women of reproductive age…Main purpose: To measure community-level moderators of impact and monitor community-level contraceptive use." IPA, Proposal to GiveWell: Estimating the impact of MSI’s Outreach Service on contraceptive usage and autonomy, 2026, p. 11
- IPA confirmed that the survey will measure contraceptive autonomy in comments on a draft of this page. IPA, Comments on a draft of this page, August 27, 2026 (unpublished)
- IPA uses the term ‘moderators’ to refer to contextual and implementation variables that could impact MSI’s Outreach service. "Below, we present our preliminary list of moderators, which we will refine during the research design phase: Demographics (age, marital status, education, number of children, religion)…Knowledge of contraception…Prior use of modern contraception…Alternative access to contraception…Unmet need for contraception…Community stigma toward contraception…Quality of service delivery…Range of contraceptive methods offered." IPA, Proposal to GiveWell: Estimating the impact of MSI’s Outreach Service on contraceptive usage and autonomy, 2026, pp. 5-6.
- 11
- "Qualitative surveys of women of reproductive age . . . This survey will be conducted with 42 respondents in each wave of the survey of women of reproductive age in Nigeria, and 55 respondents per wave in Sierra Leone." IPA, Proposal to GiveWell: Estimating the impact of MSI’s Outreach Service on contraceptive usage and autonomy, 2026, pp. 11-12.
- "2026 Nigeria: 942, 2026 Sierra Leone: 547, 2028 Nigeria: 942, 2028 Sierra Leone: 547." IPA, Proposal to GiveWell: Estimating the impact of MSI’s Outreach Service on contraceptive usage and autonomy, 2026 p. 11.
- For Nigeria, 42 respondents per wave (sample size 942), 42 / 942 = 4.5%. For Sierra Leone, 55 respondents per wave (sample size 547), 55 / 547 = 10%.
- 12
- "Surveys of MSI Outreach Clients. Survey wave 2026, Sample size per country 488. Survey wave 2028, Sample size per country 488." IPA, Proposal to GiveWell: Estimating the impact of MSI’s Outreach Service on contraceptive usage and autonomy, 2026, pp. 13-14
- "For the client survey, we will survey clients directly at the point of service delivery in 2026…We will follow-up on the same respondents in 2028, including those who have left their original community." IPA, Research Protocol: MSI Outreach Service Evaluation (redacted), 2026, p. 9
- 13
- "Table 1 describes the six data collection activities we will conduct…"
- "Capture client’s perceptions of the informed consent process, their autonomy, and unintended consequences."
- "Capture client experience and information provision at point of service delivery."
IPA, Research Protocol: MSI Outreach Service Evaluation (redacted), 2026, pp. 6-7
- "Indicative learning questions [for Assumption 1] include…"
- "What proportion of Outreach service clients accept modern contraception from the service?"
- "What reasons do clients give for using the MSI Outreach service in particular?"
- "What percentage of Outreach clients do not know of any other convenient way to access a method of modern contraception that is acceptable to them?"
- "What percentage have never used modern contraception before?"
IPA, Research Protocol: MSI Outreach Service Evaluation (redacted), 2026, p. 15
- "Indicative learning questions [for Outcome 2] include…"
- "Are clients informed about side effects and removal options for their selected method?"
IPA, Research Protocol: MSI Outreach Service Evaluation (redacted), 2026, p. 15
- "Indicative learning questions [for Outcome 5] include…"
- "To what extent does client usage concord with their preferences at the point of service and two years later?"
- "To what extent do clients regret their contraceptive choices"
- "To what extent are clients with LARCs able to get them removed when they wish to?"
IPA, Research Protocol: MSI Outreach Service Evaluation (redacted), 2026, p. 16
- "Table 1 describes the six data collection activities we will conduct…"
- 14
- "This activity includes the following modules:
- Direct observation of Outreach service group counselling sessions to provide a quantitative measure of service quality using a checklist – 1 per sampled site
- Alongside the observation, we will also conduct rapid client feedback surveys at the point of service delivery to capture client experience and information provision – 10 per sampled site.
- In addition, in 2026 only, we will also use this exercise as an opportunity to conduct a listing of clients for the client survey (see next section).
- Finally, we will also interview two MSI Outreach service staff per state or district (i.e. both members of each GiveWell-funded Outreach service team), to collect qualitative data in relation to service quality. We will repeat these interviews annually."
IPA, Proposal to GiveWell: Estimating the impact of MSI’s Outreach Service on contraceptive usage and autonomy, 2026, p. 12.
- "Sample size per country, per activity…2026 Service Observation: 20…2027 Service Observation: 10…2028 Service Observation: 10." IPA, Proposal to GiveWell: Estimating the impact of MSI’s Outreach Service on contraceptive usage and autonomy, 2026, p. 13.
- "This activity includes the following modules:
- 15"Primary purpose: Measure service quality as a mediator variable and capture method options available…Population: MSI Outreach teams conducting group counselling sessions." IPA, Research Protocol: MSI Outreach Service Evaluation (redacted), 2026, p. 7
- 16"Alongside the observation, we will also conduct rapid client feedback surveys at the point of service delivery to capture client experience and information provision." IPA, Proposal to GiveWell: Estimating the impact of MSI’s Outreach Service on contraceptive usage and autonomy, 2026, p. 12.
- 17"Sample size…In total, we will conduct 72 mystery client visits over the three years." IPA, Proposal to GiveWell: Estimating the impact of MSI’s Outreach Service on contraceptive usage and autonomy, 2026, p. 15.
- 18"Mystery client visits will provide an independent view of the consent process, tracking departures from MSI’s consent protocol and instances of soft coercion." IPA, Research Protocol: MSI Outreach Service Evaluation (redacted), 2026, p. 16
- 19"Transportability analysis provides a framework for generalising causal effects from experimental studies to a different setting or target population, where only observational data can be collected, as described in Vuong et al. 2025." IPA, Proposal to GiveWell: Estimating the impact of MSI’s Outreach Service on contraceptive usage and autonomy, 2026, p. 2.
- 20"Our primary analytical approach is to conduct a transportability analysis, leveraging the ongoing RCT of MSI’s service on contraceptive usage in Nigeria and DRC, led by Johns Hopkins University (JHU). . . . This approach entails collecting detailed contextual and implementation data that allows us to extrapolate the impact observed in the RCT study sites to the GiveWell-funded implementation sites." IPA, Proposal to GiveWell: Estimating the impact of MSI’s Outreach Service on contraceptive usage and autonomy, 2026, p. 2.
- 21"Our analytical strategy consists of two elements – transportability analysis, which we will use as the primary method to predict the impact of the service on contraceptive usage and autonomy, and a triangulation framework, which is designed to directly monitor the causal pathway and test key assumptions underlying the logic by which Outreach service should have impact." IPA, Proposal to GiveWell: Estimating the impact of MSI’s Outreach Service on contraceptive usage and autonomy, 2026, p. 2.
- 22"36 countries. 6 continents. 9,000 team members." MSI Reproductive Choices, "Where We Work."
- 23
- See map of country offices, IPA, "Where We Work."
- See IPA, "Studies."
- "The feasibility and impact of CSC activities were evaluated using mystery client visits . . ." Onyango et al. 2022, abstract.
- 24We assume that without this M&E there is only a 0-25% probability that we would keep funding the program after the initial grant and that with the M&E the probability rises to roughly 30–75%; that continued funding could be on the order of $5 million a year for around five years; and a 30% downward adjustment for the risk that we update in the wrong direction.
- 25"We would hand over the cleaned, deidentified dataset as a deliverable (and can add that to the schedule of deliverables)." IPA, Email to GiveWell, November 2025 (unpublished).
- 26GiveWell approved a grant of $6.3 million to MSI, and this grant to IPA is for $1.16 million. 1.16 / 6.3 = 18%.
- 27See GiveWell, IPA M&E of MSI’s Family Planning Outreach Program BOTEC, 2025 (public)