Linking family planning market census data with consumer experiences in three countries: the Consumer's Market for Family Planning study protocol and data

Mark Conlon; Peter Buyungo; Julius Njogu; Anthony Nwala; Susannah Gibbs; Nkemdiri Wheatley; CM4FP Group

doi:10.12688/gatesopenres.13441.2

Linking family planning market census data with consumer experiences in three countries: the Consumer's Market for Family Planning study protocol and data

Gates Open Res. 2022 May 16:5:176. doi: 10.12688/gatesopenres.13441.2. eCollection 2021.

Authors

Mark Conlon¹, Peter Buyungo², Julius Njogu³, Anthony Nwala⁴, Susannah Gibbs¹, Nkemdiri Wheatley⁵; CM4FP Group

Affiliations

¹ Population Services International, Washington, DC, 20036, USA.
² Population Services International Uganda, Kampala, Uganda.
³ Population Services International Global Services Hub, Nairobi, Kenya.
⁴ Society for Family Health, Abuja, Nigeria.
⁵ Independent Researcher, Silver Spring, MD, 20902, USA.

Abstract

Background: The Consumer's Market for Family Planning (CM4FP) project was designed to address limitations of existing family planning (FP) data sources that prevent a full understanding of the total FP market. CM4FP data provide a picture of the complete supply environment and how consumers experience it. Study objectives were to 1) test a ring-fenced census approach consisting of an outlet census in a defined geographical area and a household survey in a smaller inner ring, to comprehensively map the total FP market in a local geography; 2) explore FP supply market dynamism through longitudinal data collection from contraceptive outlets; and 3) test a methodology for directly linking household and outlet data to measure the relationship between contraceptive demand and supply. Methods: Data were collected from study sites in Nigeria, Kenya, and Uganda from 2019 to 2020. Longitudinal outlet census data and repeated cross-sectional household survey data from women ages 18-49 were collected at three quarterly time points. Outlets were located in an outer ring geography to encompass locations likely visited by women sampled from a smaller inner ring. Data from women who received a contraceptive method in the past 12 months were linked to data for the outlet from which they received the method. Results: Datasets include product audits for 22,380 individual FP products, collected from a total of 1,836 outlets across 12 study sites. The datasets also contain data from 11,536 female respondents, of whom 1,975 were successfully matched to the outlet where they most recently obtained their method. Conclusions: CM4FP data are available at www.cm4fp.org. This unique dataset enables in-depth exploration of the family planning supply market in addition to interactions between the market and consumer perspectives and behaviors within each study site. The data can also be used to explore novel methodologies to inform future study designs.

Keywords: Family planning; Kenya; Nigeria; Uganda; consumer experiences; open data; protocol; total market approach.