Publicaties
2026
Wetenschappelijke publicaties
Boer, Q., Gootzen, Y., Klingwort, J., Remmerswaal, D., & Lugtig, P. (2026). Machine‐learning based transport mode prediction in a smartphone‐based travel and mobility survey. Centraal Bureau voor de Statistiek.
Klingwort, J., Schouten, B., Remmerswaal, D., McCool, D., Gootzen, Y., de Groot, J., Lugtig, P., & Schulte, M. (2026). Eight years of developing a general population smart travel survey. Lessons learned from two large field tests. Centraal Bureau voor de Statistiek.
Liu, A.-C., & Lugtig, P. (2026).
Assessing the Quality of Linked Data. OSF.
[DOI] [Repository] Stappers, N., Bussemakers, C.
, Lugtig, P., Sanders, J., & de Bruin, M. (2026).
Comparing the riskiness and determinants of non-adherence to five quarantine and isolation guidelines: A dynamic cohort study during COVID-19.
Public Health,
255, Article 106249.
[DOI] [Repository]Vakpublicaties
van der Heijden, P. G. M., Cruyff, M. J. L. F., Engbersen, G. B. M.
, Lugtig, P., & van Gils, G. H. C. (2026).
Irregular Migrants in the Netherlands: Long-Term Trends and New Estimates, 2018–2023. Universiteit Utrecht.
[Repository] 2025
Wetenschappelijke publicaties
Remmerswaal, D., Lugtig, P., Schouten, B., & Struminskaya, B. (2025).
The Effects of Study Duration on Nonresponse and Measurement Quality in a Smartphone App-Based Travel Diary.
Survey Research Methods,
19(4), 389-407.
[DOI] [Repository] Zahroh, S., Gootzen, Y., Klingwort, J.
, Lugtig, P., & Schouten, B. (2025).
Predicting trip purpose in a smartphone-based travel survey.
Statistical Journal of the IAOS,
41(4), 985-995.
[DOI] COVID-RED consortium, Zwiers, L. C.
, Veen, D., Mitratza, M., Brakenhoff, T. B., Goodale, B. M., Klaver, P., Hage, K. Y.
, van Willigen, M., Downward, G. S., Lugtig, P., van Maanen, L., Van der Stigchel, S., van der Heijden, P., Cronin, M., & Grobbee, D. E. (2025).
Increasing retention in a large-scale decentralised clinical trial: learnings from the COVID-RED trial.
Mayo Clinic Proceedings: Digital Health,
3(4), Article 100264.
[DOI] [Repository]Kraemer, F., Lugtig, P., Struminskaya, B., Silber, H., Weiss, B., & Bosnjak, M. (2025).
Monitoring Attitudes Over Time: Real Change or the Result of Repeated Interviewing? Sociological Methods and Research, Article 00491241251372503. Advance online publication.
[DOI] 2024
Wetenschappelijke publicaties
Bucher, H., Keusch, F., Volk, J., Häufglöckner, L., Blanke, K., De Fausti, F., Inglese, F., Terribili, M., Perez, M., van Tienoven, T. P.
, Mccool, D., Lugtig, P., Struminskaya, B., Elevelt, A., De Groot, J., Kompier, M.
, Schouten, B., Klingwort, J., Van Den Heuvel, J., ... Holmøy, A. (2024).
Smart Survey Implementation - Work package 2: Research Methodology - Deliverable M14: Smart baseline stage. European Commission.
[DOI] [Repository]McCool, D., Lugtig, P., & Schouten, B. (2024).
Dynamic Time Warping-based imputation of long gaps in human mobility trajectories. arXiv.
[DOI] [Repository] van Leeuwen, F. D., Lugtig, P., & Feskens, R. (2024).
The performance of interrupted time series designs with a limited number of time points: Learning losses due to school closures during the COVID-19 pandemic.
PLoS One,
19(8 August), Article e0301301.
[DOI] [Repository] Vakpublicaties
Lugtig, P. (2024).
Comparison of ESS rounds 9 and 10: mode differences. European Social Survey .
[Repository] Lugtig, P. (2024).
ESS round 10 mode experiments in Great Britain and Finland. Findings on mode effects. European Social Survey .
[Repository] 2023
Wetenschappelijke publicaties
Bucher, H., Keusch, F., De vitiis, C., de Fausti, F., Inglese, F., van Tienoven, T. P.
, McCool, D., Lugtig, P., & Struminskaya, B. (2023).
Smart Survey Implementation Workpackage 2: Research Methodology Deliverable M6: review stage. European Commission.
[DOI] [Repository]Vakpublicaties
Emery, T., Cabaco, S., Fadel, S.
, Lugtig, P., Toepoel, V., Schumann, A., Lück, D., & Bujard, M. (2023).
Breakoffs in an Hour-Long, Online Survey.
Survey Practice,
16(1), 1-11.
https://www.surveypractice.org/article/84347-breakoffs-in-an-hour-long-online-survey2022
Wetenschappelijke publicaties
Lugtig, P., Toepoel, V., Emery, T., Cabaço, S. L. F., Bujard, M., Naderi, R., Schumann, A., & Lück, D. (2022, Feb 13).
Can we Successfully Move a Cross-national Survey online? Results from a Large Three-country Experiment in the Gender and Generations Programme survey.
[DOI] 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.
[DOI] [Repository]McCool, D., Lugtig, P., & Schouten, B. (2022).
Maximum interpolable gap length in missing smartphone-based GPS mobility data.
Transportation.
[DOI] [Repository] Lugtig, P., Roth, K.
, & Schouten, B. (2022).
Nonresponse analysis in a longitudinal smartphone-based travel study.
Survey Research Methods,
16(1), 13-27.
[DOI] [Repository] Maslovskaya, O.
, & Lugtig, P. (2022).
Representativeness in six waves of CROss-National Online Survey (CRONOS) panel.
Journal of the Royal Statistical Society. Series A: Statistics in Society,
185(3), 851-871.
[DOI] [Repository]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.
[DOI] [Repository] 2021
Wetenschappelijke publicaties
Timmers, A.
, & Lugtig, P. (2021).
List of Citizen Science Projects in the Netherlands (Version v2021.4.29). Software
http://10.5281/zenodo.4724570Lugtig, P., & Luiten, A. (2021).
Do shorter stated survey length and inclusion of a QR code in an invitation letter lead to better response rates? Survey Methods: Insights from the Field,
2021.
[DOI] [Repository] 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.
[DOI] [Repository] Ten Years Up consortium (2021).
Study Protocol of the Ten Years Up Project: Mapping the Development of Self-Regulation Strategies in Young Adults Over Time.
Frontiers in Psychology,
12, 1-8. Article 729609.
[DOI] [Repository]Cernat, A.
, Lugtig, P., Watson, N., & Uhrig, S. C. N. (2021).
Assessing and relaxing assumptions in quasi-simplex models. In A. Cernat, & J. W. Sakshaug (Eds.),
Measurement Error in Longitudinal Data (pp. 155-172). Oxford University Press.
[DOI] [Repository]Toepoel, V., Mathon, K., Tussenbroek, P.
, & Lugtig, P. (2021).
Probing in online mixed-device surveys: Is a research messenger layout more effective than a traditional online layout, especially on mobile devices? BMS Bulletin of Sociological Methodology/ Bulletin de Methodologie Sociologique,
151(1), 74-95.
[DOI] [Repository] 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.
[DOI] [Repository] Elevelt, A., Bernasco, W.
, Lugtig, P. J., Ruiter, S., & Toepoel, V. (2021).
Where You at? Using GPS Locations in an Electronic Time Use Diary Study to Derive Functional Locations.
Social Science Computer Review,
39(4), 509-526.
[DOI] [Repository] 2020
Wetenschappelijke publicaties
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.
[DOI] [Repository] Struminskaya, B., Lugtig, P., Keusch, F., & Höhne, J. K. (2020).
Augmenting Surveys With Data From Sensors and Apps: Opportunities and Challenges.
Social Science Computer Review. Advance online publication.
[DOI] Fakkel, M., Peeters, M., Lugtig, P., Zondervan-Zwijnenburg, M. A. J., Blok, E., White, T., van der Meulen, M., Kevenaar, S. T., Willemsen, G., Bartels, M., Boomsma, D. I.
, Schmengler, H., Branje, S., & Vollebergh, W. A. M. (2020).
Testing sampling bias in estimates of adolescent social competence and behavioral control.
Developmental Cognitive Neuroscience,
46, Article 100872.
[DOI] [Repository] Toepoel, V., Lugtig, P., Struminskaya, B., Elevelt, A., & Haan, M. (2020).
Adapting surveys to the modern world: Comparing a research messenger design to a regular responsive design for online surveys.
Survey Practice,
13(1).
[DOI] [Repository] 2019
Wetenschappelijke publicaties
McCool, D., Lugtig, P., Schouten, B., & Smit, R. (2019). Deployment considerations for alongitudinal smartphone travel diary study. In European Transport Conference 2019 Article 01753733 The National Academies Press.
Lugtig, P., Toepoel, V., Haan, M., Zandvliet, R., & Kranenburg, L. K. (2019).
Recruiting young and urban groups into a probability-based online panel by promoting smartphone use.
Methods, Data, Analyses,
13(2), 291-306.
[DOI] [Repository] Uitdehaag, M. J., Stellato, R. K.
, Lugtig, P., Olden, T., & Teunissen, S. (2019).
Barriers to ideal palliative care in multiple care settings: The nurses' point of view.
[DOI]Elevelt, A., Lugtig, P. J., & Toepoel, V. (2019).
Doing a Time Use Survey on Smartphones Only: What Factors Predict Nonresponse at Different Stages of the Survey Process? Survey Research Methods,
13(2), 195-213.
[DOI] [Repository] Haan, M., Lugtig, P. J., & Toepoel, V. (2019).
Can we predict device use? An investigation into mobile device use in surveys.
International Journal of Social Research Methodology,
22(5), 517-531.
[DOI] [Repository] Bais, F., Schouten, J. G., Lugtig, P. J., Toepoel, V., Arends-Tóth, 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.
[DOI] [Repository] 2018
Wetenschappelijke publicaties
Toepoel, V., & Lugtig, P. J. (2018).
Modularization in an Era of Mobile Web Investigating the Effects of Cutting a Survey Into Smaller Pieces on Data Quality. Social Science Computer Review.
[DOI] [Repository] Schouten, R. M., Lugtig, P., & Vink, G. (2018).
Generating missing values for simulation purposes: a multivariate amputation procedure.
Journal of Statistical Computation and Simulation,
88(15), 2909-2930 .
[DOI] [Repository] 2017
Wetenschappelijke publicaties
Lugtig, P. (2017).
The relative size of measurement error and attrition error in a panel survey. Comparing them with a new multi-trait multi-method model.
Survey Research Methods,
11(4), 369-382.
[DOI] [Repository] Lynn, P.
, & Lugtig, P. J. (2017).
Total Survey Error for Longitudinal Surveys: Chapter 13. In P. B. Biemer, E. D. de Leeuw, S. Eckman, B. Edwards, F. Kreuter, L. E. Lyberg, C. Tucker, & B. T. West (Eds.),
Total survey error in practice (1 ed., pp. 279-294). (Wiley series in survey methodology). Wiley.
[DOI]Lugtig, P. J., Toepoel, V., Haan, M., & Schouten, B. (2017). WIN: het Waarneem Innovatie Netwerk. STAtOR, 18(3), 16-19.
van Ditzhuijzen, J., Ten Have, M., de Graaf, R.
, Lugtig, P., van Nijnatten, C. H. C. J., & Vollebergh, W. A. M. (2017).
Incidence and recurrence of common mental disorders after abortion: Results from a prospective cohort study.
Journal of Psychiatric Research,
84, 200-206.
[DOI] [Repository] Vakpublicaties
Lugtig, P. J., ter Mors, E., & Bethlehem, J. G. (2017).
Het meten van de gevolgen van aardbevingen op de leefbaarheid in Groningen: Een methodologische review naar leefbaarheidsonderzoeken. Nationaal Coordinator Groningen.
[Repository] Overige resultaten
Vink, G., & Lugtig, P. J. (2017). Ampute. Software
2016
Wetenschappelijke publicaties
Defoe, I. N., Dubas, J. J. S., Somerville, L. H.
, Lugtig, P. J., & van Aken, M. A. G. (2016).
The unique roles of intrapersonal and social factors in adolescent smoking development.
Developmental Psychology,
52(12), 2044-2056.
[DOI] Padilla, J. L.
, & Lugtig, P. (2016).
Trends and challenges for methodology.
Methodology,
12(3), 73-74.
[DOI] [Repository]Lugtig, P. J., Toepoel, V., & amin, A. (2016).
Mobile-Only Web Survey Respondents.
Survey Practice,
9(3), 1-8.
[DOI] [Repository] Fikkers, K. M., Piotrowski, J. T.
, Lugtig, P., & Valkenburg, P. M. (2016).
The Role of Perceived Peer Norms in the Relationship Between Media Violence Exposure and Adolescents' Aggression.
Media Psychology,
19(1), 4-26.
[DOI] [Repository] Lugtig, P., & Toepoel, V. (2016).
The Use of PCs, Smartphones, and Tablets in a Probability-Based Panel Survey: Effects on Survey Measurement Error.
Social Science Computer Review,
34(1), 78-94.
[DOI] [Repository] Lugtig, P. J., Glasner, T. J., & Boeve, A. (2016).
Reducing underreports of behaviors in retrospective surveys: the effects of three different strategies.
International Journal of Public Opinion Research,
28(4), 583–595.
[DOI] [Repository] Vakpublicaties
Lensvelt-Mulders, G. J. L. M.
, Lugtig, P. J., Elevelt, A., Bos, P., & helms, A. (2016).
Aan de grenzen van het meetbare: De methodologische kwaliteit van internationale studies naar de omvang van aan prostitutie gerelateerde mensenhandel met nadruk op Noordwest Europa. WODC, Ministerie van Veiligheid en Justitie.
https://www.wodc.nl/images/2667-samenvatting_tcm44-624079.pdf [Repository]2015
Wetenschappelijke publicaties
de Leeuw, E. D., & Lugtig, P. J. (2015).
Dropouts in Longitudinal Surveys. In
Wiley StatsRef: Statistics Reference Online (pp. 1-6). Wiley.
[DOI] [Repository] Doornwaard, S. M., van den Eijnden, R. J. J. M., Lugtig, P. J., Overbeek, G., & ter Bogt, T. F. M. (2015). Het gebruik van seksueel expliciet Internetmateriaal (SEIM) onder adolescenten: Ontwikkelingstrajecten en voorspellers. In M. H. W. Geeraets (Ed.), Intieme relaties en seksualiteit (pp. 51-64). Bohn Stafleu van Loghum.
Bais, F., Schouten, B., Lugtig, P. J., Toepoel, V., Douhou, S., Kieruj, N., Morren, M., & Vis, C. (2015).
Can survey item characteristics relevant to mode-specific measurement error be coded reliably? (Discussion Paper / CBS; Vol. 2015, No. 22). Statistics Netherlands.
http://www.cbs.nl/NR/rdonlyres/D6003FEF-B8E1-47BA-B061-167BB5C6506A/0/2015cansurveyitemcharacteristicsrelevanttomodespecificmeasurementerrorbecodedreliablyp.pdf [Repository] Toepoel, V., & Lugtig, P. J. (2015).
Online surveys are mixed-device surveys. Issues associated with the use of different (mobile) devices in web surveys.
Methods, Data, Analyses,
9(2), 155-162.
[DOI] [Repository] Lugtig, P., & Balluerka, N. (2015).
Methodology Turns 10: The Future of Empirical Social Science Methodology.
Methodology,
11(1), 1-2.
[DOI] [Repository] Vakpublicaties
laurie, H., Buck, N., Burton, J., Parutis, V., Bryan, M.
, Lugtig, P. J., & Brewer, M. (2015).
The feasibility of conducting a universal credit panel survey: UK department for Work and pensions. Department of Work and Pensions.
https://www.gov.uk/government/uploads/system/uploads/attachment_data/file/411018/UCpanel_feasibilityreport_final_.pdf [Repository]2014
Wetenschappelijke publicaties
Scherphof, C. S., van den Eijnden, R. J. J. M., Lugtig, P., Engels, R. C. M. E.
, & Vollebergh, W. A. M. (2014).
Adolescents' use of nicotine replacement therapy for smoking cessation: predictors of compliance trajectories.
Psychopharmacology,
231(8), 1743-1752.
[DOI] Lugtig, P., Cernat, A., Uhrig, N., & Watson, N. (2014).
Assessing and relaxing assumptions in quasi-simplex models. ISER.
[Repository] Lugtig, P., Das, M., & Scherpenzeel, A. (2014).
Nonresponse and attrition in a probability-based online panel for the general population. In M. Callegaro, P. Lavrakas, J. Krosnick, R. Baker, J. Bethlehem, & A. Goritz (Eds.),
Online panel research: a data quality perspective (pp. 135-153). Wiley.
[DOI] [Repository] Lugtig, P. (2014).
Panel Attrition: Separating Stayers, Fast Attriters, Gradual Attriters, and Lurkers.
Sociological Methods and Research,
43(4), 699-723.
[DOI] Lugtig, P., & Jäckle, A. (2014).
Can i just check...? Effects of edit check questions on measurement error and survey estimates.
Journal of Official Statistics,
30(1), 45-62.
[DOI] [Repository] Lugtig, P., & Lensvelt-Mulders, G. J. L. M. (2014).
Evaluating the Effect of Dependent Interviewing on the Quality of Measures of Change.
Field Methods,
26(2), 172-190.
[DOI] Toepoel, V., & Lugtig, P. (2014).
What Happens if You Offer a Mobile Option to Your Web Panel? Evidence From a Probability-Based Panel of Internet Users.
Social Science Computer Review,
32(4), 544-560.
[DOI] Mulder, B. C., Poortvliet, P. M.
, Lugtig, P., & de Bruin, M. (2014).
Explaining end-users' intentions to use innovative medical and food biotechnology products.
Biotechnology Journal,
9(8), 997-999.
[DOI]Koning, I. M., Lugtig, P., & Vollebergh, W. A. M. (2014).
Differential effects of baseline drinking status: Effects of an alcohol prevention program targeting students and/or parents (PAS) among weekly drinking students.
Journal of Substance Abuse Treatment,
46(4), 522-527.
[DOI] Doornwaard, S., van den Eijnden, R., Lugtig, P., ter Bogt, T., & Overbeek, G. (2014).
Rectificatie.
Kind & Adolescent,
35(1), 53-54.
[DOI] [Repository] 2013
Wetenschappelijke publicaties
van de Schoot, R., Kluytmans, A., Tummers, L.
, Lugtig, P., Hox, J., & Muthen, B. (2013).
Facing off with Scylla and Charybdis: a comparison of scalar, partial, and the novel possibility of approximate measurement invariance.
Frontiers in Psychology,
4, Article 770.
[DOI] 2012
Wetenschappelijke publicaties
Van de Schoot, R., Lugtig, P. J., & Hox, J. J. (2012).
A checklist for testing measurement invariance. European Journal of Developmental Psychology,
9(4), 486-492.
[DOI] Doornwaard, S. M., van den Eijnden, R. J. J. M., Lugtig, P. J., ter Bogt, T. F. M., & Overbeek, G. J. (2012).
Ontwikkelingstrajecten in en voorspellers voor het gebruik van seksueel expliciet internetmateriaal.
Kind en adolescent,
33(4), 226-238.
[DOI] Lugtig, P. J., Boeije, H. R., & Lensvelt-Mulders, G. J. L. M. (2012).
Change? What change? An exploration of the use of mixed-methods research to understand longitudinal measurement variance.
Methodology,
8(3), 115-123.
[DOI] Lugtig, P. J. (2012).
I think I know what you did last summer : improving data quality in panel surveys. [Doctoral thesis 1 (Research UU / Graduation UU), Utrecht University]. Utrecht University.
[Repository] Monshouwer, K., Harakeh, Z., Lugtig, P. J., Huizink, A., Creemers, H. E., Reijneveld, S. A., De Winter, A. F., Van Oort, F., Ormel, J.
, & Vollebergh, W. A. M. (2012).
Predicting Transitions in Low and High Levels of Risk Behavior from Early to Middle Adolescence: The TRAILS Study. Journal of Abnormal Child Psychology,
40, 923-931.
[DOI] [Repository] Vakpublicaties
Lugtig, P. J. (2012). Luiaards en trouwe deelnemers. Classificatie van respondenten in een panelstudie. In Bronner, F. (Ed.), Ontwikkelingen in het Jaarboek van de Markt Onderzoeks Associatie (pp. 123-137). Spaar en Hout.
Overige resultaten
Doornwaard, S., van den Eijnden, R., Lugtig, P., ter Bogt, T., & Overbeek, G. (2012). Developmental trajectories and predictors of adolescents’ use of sexually explicit internet material. Poster session presented at Poster presented at the Biennial Meeting of the European Association for Research on Adolescence (EARA), Spetses, Greece.
2011
Wetenschappelijke publicaties
Lugtig, P. J., Lensvelt-Mulders, G. J. L. M., Frerichs, R.
, & Greven, A. (2011).
Estimating nonresponse bias and mode effects in a mixed mode survey.
International Journal of Market Research,
53(5), 669-686.
[DOI] [Repository] De Ridder, D. T. D., de Boer, B.
, Lugtig, P. J., Bakker, A. B., & van Hooft, E. A. J. (2011).
Not doing bad things is not equivalent to doing the right thing.
Personality and Individual Differences,
50(7), 1006-1011.
[DOI] 2010
Vakpublicaties
Lensvelt-Mulders, G. J. L. M., Hox, J. J., & Lugtig, P. J. (2010). Assembling an access panel: A study of initial nonresponse and self-selection bias. In I. Stoop, & M. Wittenberg (Eds.), Access panels and online research, panacea or pitfall? (pp. 79-86). Aksant Publishers.
2009
Wetenschappelijke publicaties
Lensvelt-Mulders, G. J. L. M.
, Lugtig, P. J., & Hubregtse, M. (2009).
Separating Selection Bias and Non-coverage in Internet Panels using Propensity Matching. Survey Practice,
2(6).
[DOI] [Repository]Overige resultaten
Lensvelt-Mulders, G. J. L. M., & Lugtig, P. J. (2009). Selection bias in panel research: Challenge or dead blow?. Paper presented at European Survey Research Association Conference, Warschau.