Win – Innovation in survey data collection


Below is a collection of working papers, theses and journal articles produced by the WIN project. Almost all of these outputs are available open access.


Smeets, L.S.M., Lugtig, P. & Schouten, J.G. “Automatic travel mode prediction in a national travel survey”. Master thesis.

Roth, K. Schouten, J.G., & Lugtig, P.  “Analysis of missing data in a longitudinal smartphone travel survey”. Master thesis.

Killaars, L, Mussman, O & Schouten, J.G. “Stop and go detection in GPS position data”. CBS discussion paper

Struminskaya, B, Lugtig, P., Schouten, J.G., Toepoel, V., Haan, M. Dolmans, R, Meertens, V., Giesen, D., Luiten, A. “Collecting Smartphone sensor measurements among the general population: willingness and nonparticipation bias”.


Haan, M., Bakker, J., Schouten, J.G., Lugtig, P., Toepoel, V., Struminskaya, B., Giessen, D. & Meertens, V.  “Testing an Auto Forward Design in a Long Online General Population Survey.”


Lugtig, P., Toepoel, V., Haan, M., and Schouten, B. (2017). Het Waarneem Innovatie Netwerk. Stator, 3, 16-19.