<p>Reasons for non-inclusion in the study outcomes.</p>

Mobile phone-based surveys are increasingly used for data collection in global contexts – and although the strengths and limitations of this methodology in high-income countries are well-documented, less is known about using this approach (particularly for longitudinal data collection) in low- and middle-income countries, where mobile phone ownership has expanded rapidly. In this paper, we leverage data from a parent study about cervical cancer prevention to understand the features associated with retention and loss to follow-up in repeated random-digit dialed mobile phone-based surveys over time in Kenya. From a cohort of 1405 people surveyed in 2022, 1167 were found again in 2024 (83.1%) and 1106 completed the 2024 survey (78.7%). Survey re-completion was significantly associated with older age (versus 17−32 year olds: OR 1.63 [95% CI 1.21–2.20] for 33−38 year olds, OR 1.65 [95% CI 1.22–2.22] for 39−45 year olds, and OR 2.62 [95% CI 1.84–3.72] for ≥46 year olds), male gender (OR 1.44 [95% CI 1.14–1.83]), and household income. Only age was significantly associated with our secondary outcome of being retained in the sample for follow-up (regardless of survey re-completion). This study’s high follow-up rate was not substantially different across these aforementioned groups, suggesting that mobile phone-based data collection is a promising approach, even for longitudinal surveys, in diverse global settings. We encourage more research about, and using, this methodology so researchers can better understand, and improve, follow-up and its determinants.