Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2023 May 17;18(5):e0285877.
doi: 10.1371/journal.pone.0285877. eCollection 2023.

Implementation of a sample design for a survey of program participants using time-location sampling

Affiliations

Implementation of a sample design for a survey of program participants using time-location sampling

Yumiko Siegfried et al. PLoS One. .

Abstract

To assess the feeding practices and behaviors of women and young children participating in the Special Supplemental Nutrition Program for Women, Infants, and Children (WIC), USDA currently funds the longitudinal WIC Infant and Toddler Feeding Practices Study-2 (WIC ITFPS-2). In 2013, the study used time-location sampling (TLS) to enroll a cohort of infants who participated in WIC around birth. The children are subsequently followed across their first six years of life, regardless of their participation in WIC, with an additional follow-up at age nine years. A woman may enroll her child in WIC either during pregnancy or postpartum. For this study, a representative sample of infants enrolled in WIC was desired. Because the associations between WIC prenatal support and education and feeding practices and behaviors are substantively important to this study, the sample needed to include both women enrolling their children prenatally and women enrolling their children postnatally. For prenatal WIC enrollees, we attempted to complete a prenatal interview with the mother prior to the child's birth. This paper describes the TLS approach used and the challenges addressed in implementation of the sample design and selection for the WIC ITFPS-2. Our approach generated a probability sample (subject to site geographic and size exclusions) using a stratified, multistage design, but there were challenges at each stage of selection. First, a WIC site was selected, and then newly enrolled WIC participants were sampled within selected sites during predetermined recruitment windows based on the site's average flow of new WIC enrollees. We discuss issues faced, including overcoming incomplete lists of individual WIC sites and discrepancies between projected new WIC enrollment counts and actual flow of new WIC enrollments during the recruitment period.

PubMed Disclaimer

Conflict of interest statement

The authors have declared that no competing interests exist.

Figures

Fig 1
Fig 1. Overview of WIC ITFPS-2 site sampling process.
Fig 2
Fig 2. Recruitment window lengths in weeks.
Fig 3
Fig 3. Number of women approached for recruitment at the site vs. number of recruitment days.
Note: the “Yes” symbol indicates that subsampling for the supplemental sample was conducted throughout the recruitment period in the site; “No” indicates that the site’s recruitment period began after subsampling for the supplemental sample had been stopped; and “Mixed” indicates that the site’s recruitment period began with subsampling, but the change to stop subsampling was made during the recruitment period in the site.

References

    1. Granovetter M. Network sampling: some first steps. AJS. 1976;81(6):1287–303.
    1. Heckathorn DD. Respondent-driven sampling: a new approach to the study of hidden populations. Soc Probl. 1997;44(2):174–99.
    1. Kalton G. Sampling flows of mobile human populations. Surv Methodol. 1991;17:183–94.
    1. McKenzie DJ, Mistiaen J. Surveying migrant households: a comparison of census-based, snowball and intercept point surveys. J R Stat Soc Ser A Stat Soc. 2009;172(2):339–360.
    1. Kalsbeek WD. Nomad sampling: an analytic study of alternative design strategies. American Statistical Association: Proceedings of the Section on Survey Research Methods. 1986;164–169.

Publication types