Publications
2023
Scholarly publications
Wu, S., Boonstra, H-J., Moerbeek, M., & Schouten, B. (2023). Modelling time change in survey response rates: A Bayesian approach with an application to the Dutch Health Survey. Survey Methodology, 49(1).
2022
Scholarly publications
Ilic, G., Lugtig, P., Schouten, B., Streefkerk, M., Kumar, P., & Höcük, S. (2022). Pictures instead of survey questions: An experimental investigation of the feasibility of using pictures in a housing survey. Journal of the Royal Statistical Society. Series A: Statistics in Society, 185(s2), S437-S460. https://doi.org/10.1111/rssa.12960
McCool, D., Lugtig, P., & Schouten, B. (2022). Maximum interpolable gap length in missing smartphone-based GPS mobility data. Transportation. https://doi.org/10.1007/s11116-022-10328-2
Wu, S., Schouten, B., Meijers, R., & Moerbeek, M. (2022). Data Collection Expert Prior Elicitation in Survey Design: Two Case Studies. Journal of Official Statistics, 38(2), 637-662. https://doi.org/10.2478/jos-2022-0028
Bais, F., Schouten, B., & Toepoel, V. (2022). Is undesirable answer behaviour consistent across surveys? An investigation into respondent characteristics. Survey Methodology, 48(1), 191-224. https://www150.statcan.gc.ca/n1/pub/12-001-x/2022001/article/00001-eng.htm?cmp=cwe-cae
Lugtig, P., Roth, K., & Schouten, B. (2022). Nonresponse analysis in a longitudinal smartphone-based travel study. Survey Research Methods, 16(1), 13-27. https://doi.org/10.18148/srm/2022.v16i1.7835
Bakker, J., Haan, M., Schouten, B., Struminskaya, B., Lugtig, P., Toepoel, V., Giesen, D., & Meertens, V. (2022). Testing the Effects of Automated Navigation in a General Population Web Survey. Methods, Data, Analyses, 16(1), 107-128. https://doi.org/10.12758/mda.2021.10
2021
Scholarly publications
Lyberg, L., Lynn, P., & Schouten, B. (2021). Mode issues in comparative surveys. In E. Marlier, L. Lyberg, & P. Lynn (Eds.), NET-SILC3
Schouten, B., van den Brakel, J., Buelens, B., Giesen, D., Luiten, A., & Meertens, V. (2021). Mixed-Mode Official Surveys: Design and Analysis. Chapman and Hall/CRC. https://doi.org/10.1201/9780429461156
Struminskaya, B., Lugtig, P., Toepoel, V., Schouten, B., Giesen, D., & Dolmans, R. (2021). Sharing Data Collected with Smartphone Sensors: Willingness, Participation, and Nonparticipation Bias. Public Opinion Quarterly, 85(S1), 423-462. https://doi.org/10.1093/poq/nfab025
McCool, D., Lugtig, P., Mussmann, O., & Schouten, B. (2021). An App-Assisted Travel Survey in Official Statistics: Possibilities and Challenges. Journal of Official Statistics, 37(1), 149-170. https://doi.org/10.2478/jos-2021-0007
Schouten, B., & Luiten, A. (2021). Impact of SILC panel attrition on representativeness. In E. Marlier, L. Lyberg, & P. Lynn (Eds.), NET-SILC3
Shlomo, N., Luiten, A., & Schouten, B. (2021). Representativeness of First Wave SILC Response and Response Rates Over Time. In E. Marlier, L. Lyberg, & P. Lynn (Eds.), NET-SILC3
Schouten, B. (2021). A cost-benefit analysis of EU-SILC mode effect decomposition: A Dutch case study. In E. Marlier, L. Lyberg, & P. Lynn (Eds.), NET-SILC3
2020
Scholarly publications
van Berkel, K., van der Doef, S., & Schouten, B. (2020). Implementing adaptive survey design with an application to the Dutch Health survey. Journal of Official Statistics, 36(3), 609 – 629. https://doi.org/10.2478/jos-2020-0031
Struminskaya, B., Toepoel, V., Lugtig, P., Haan, M., Luiten, A., & Schouten, B. (2020). Understanding Willingness to Share Smartphone-Sensor Data. Public Opinion Quarterly, 84(3), 725-759. https://doi.org/10.1093/poq/nfaa044
Bais, F., Schouten, J. G., & Toepoel, V. (2020). Investigating Response Patterns across Surveys: Do Respondents show Consistency in Undesirable Answer Behavior Across Surveys? Bulletin of Sociological Methodology/Bulletin de Méthodologie Sociologique, 147-148(1-2), 150-168. https://doi.org/10.1177/0759106320939891
Toepoel, V., Lugtig, P. J., & Schouten, J. G. (2020). Active and Passive Measurement in Mobile Surveys. The Survey Statistician, 82, 14-26. http://isi-iass.org/home/wp-content/uploads/Survey_Statistician_2020_July_N82_02.pdf
2019
Scholarly publications
Bais, F., Schouten, J. G., & Toepoel, V. (2019). Is undesirable answer behaviour consistent? CBS.
https://dspace.library.uu.nl/bitstream/handle/1874/392112/2019DP18_Undesirable_answers_WEB.pdf?sequence=1
https://dspace.library.uu.nl/bitstream/handle/1874/392112/2019DP18_Undesirable_answers_WEB.pdf?sequence=1
Bianchi, A., Shlomo, N., Schouten, B., Da Silva, D., & Skinner, C. (2019). Estimation of response propensities and indicators of representative response using population-level information. Survey Methodology Journal, 45(2), 217-247. https://www150.statcan.gc.ca/n1/pub/12-001-x/2019002/article/00009-eng.htm
https://dspace.library.uu.nl/bitstream/handle/1874/391298/00009_eng.pdf?sequence=1
https://dspace.library.uu.nl/bitstream/handle/1874/391298/00009_eng.pdf?sequence=1
Bais, F., Schouten, B., Lugtig, P., Toepoel, V., Arends-Tòth, J., Douhou, S., Kieruj, N., Morren, M., & Vis, C. (2019). Can Survey Item Characteristics Relevant to Measurement Error Be Coded Reliably? A Case Study on 11 Dutch General Population Surveys. Sociological Methods and Research, 48(2), 263-295. https://doi.org/10.1177/0049124117729692
Professional publications
Smeets, L., Lugtig, P. J., & Schouten, B. (2019). Automatic travel mode prediction in a National Travel survey: CBS Discussion paper. Statistics Netherlands. https://www.cbs.nl/-/media/_pdf/2019/51/dp%20smeets-lugtig-schouten%20-%20vervoermiddelpredictie.pdf
2018
Scholarly publications
Schouten, J. G. (2018). Statistical inference based on randomly generated auxiliary variables. Journal of the Royal Statistical Society. Series B, 80(1), 33-56. https://doi.org/10.1111/rssb.12242
Schouten, J. G., Mushkudiani, N., Shlomo, N., Durrant, G., Lundquist, P., & Wagner, J. (2018). A Bayesian analysis of design parameters in survey data collection. Journal of Survey Statistics and Methodology, 6(4), 431-464. https://doi.org/10.1093/jssam/smy012
Chun, A. Y., Heeringa, S., & Schouten, J. G. (2018). Responsive and adaptive design for survey optimization. Journal of Official Statistics, 34(3), 581-597. https://doi.org/10.2478/jos-2018-0028
Beerthuizen, M., Schouten, J. G., Rokven, J., Weijters, G., & Van der Laan, A. (2018). Verschillen in steekproeven verkregen via offline en online afnamemodi binnen de context van zelfrapportageonderzoek naar jeugddelinquentie. Tijdschrift voor Criminologie, 60(3), 352-364. https://doi.org/10.5553/TvC/0165182X2018060003005
Schouten, B., Bais, F., & Toepoel, V. (2018). Estimating Survey Questionnaire Profiles for Measurement Error Risk. Journal of Survey Statistics and Methodology, 6(3), 306-334. https://doi.org/10.1093/jssam/smx027
Other output
Verstappen, V. (Author), Mussman, O. (Author), Schouten, J. G. (Author), & Mc Cool, D. M. (Author). (2018). CBS Travel App. Software
Schouten, J. G. (2018). Multi-mode en multi-device surveys: Oratie bij leerstoel Methoden en Statistiek, in het bijzonder Mixed-Mode Survey Designs . Universiteit Utrecht.
https://dspace.library.uu.nl/bitstream/handle/1874/362674/Oratietekst_Schouten_13_02_2018_compleet.pdf?sequence=1
https://dspace.library.uu.nl/bitstream/handle/1874/362674/Oratietekst_Schouten_13_02_2018_compleet.pdf?sequence=1
2017
Scholarly publications
Klausch, T., Schouten, B., & Hox, J. J. (2017). Evaluating Bias of Sequential Mixed-mode Designs Against Benchmark Surveys. Sociological Methods and Research, 46(3), 456-489. https://doi.org/10.1177/0049124115585362
Schouten, J. G., & Shlomo, N. (2017). Selecting adaptive survey design strata with partial R-indicators. International Statistical Review, 85(1), 143-163. https://doi.org/10.1111/insr.12159
Schouten, J. G., Peytchev, A., & Wagner, J. (2017). Adaptive Survey Design: Series on Statistics Handbooks. Chapman & Hall/CRC.
Klausch, L. T., Schouten, J. G., Buelens, B., & van den Brakel, J. (2017). Adjusting measurement bias in sequential mixed-mode surveys using re-interview data. Journal of Survey Statistics and Methodology, 5(4), 409-432. https://doi.org/10.1093/jssam/smx022
Bianchi, A. T., & Schouten, J. G. (2017). Adaptive and responsive design. In J. Bethlehem, & S. Biffignandi (Eds.), Handbook of Web Surveys Wiley.
Bais, F., Schouten, J. G., Lugtig, P. J., Toepoel, V., Arends-Tóth, J., DOUHOU, S., Kieruj, N., Morren, M., & Vis, C. (2017). Can survey item characteristics relevant to measurement error be coded reliably? A case study on eleven Dutch general population surveys. Sociological Methods and Research, 1-33.
Burger, J., Perryck, K., & Schouten, J. G. (2017). Robustness of adaptive survey designs to inaccuracy of design parameters. Journal of Official Statistics, 33(3), 687-708. https://doi.org/10.1515/jos-2017-0032