Evidence map›Paper›PMID 42616169›Full record

ArticleEuropean journal of population = Revue europeenne de demographie2026

How do Modes of Data Collection Affect the Measurement of Demographic Key Indicators? Findings from a Three-Country Experiment Using the Generations and Gender Survey.

Detlev Lück, Almut Schumann, Tom Emery, Peter Lugtig, Martin Bujard, Robert Naderi, Vera Toepoel, Susana Cabaço

Abstract read
In one paragraph

Article in European journal of population = Revue europeenne de demographie, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Detlev LückFederal Institute for Population Research (BiB), 65185, Wiesbaden, Germany. detlev.lueck@bib.bund.de.ORCID http://orcid.org/0000-0002-3512-4105
Almut Schumann, Wiesbaden, Germany.ORCID http://orcid.org/0000-0001-5376-6331
Tom EmeryODISSEI, T19-05, c/o Erasmus Universiteit Rotterdam, 3000 DR, Rotterdam, Netherlands.ORCID http://orcid.org/0000-0001-6137-9577
Peter LugtigMethdology & Statistics, Utrecht University, 3584 CH, Utrecht, Netherlands.ORCID http://orcid.org/0000-0001-8548-6828
Martin BujardFederal Institute for Population Research (BiB), 65185, Wiesbaden, Germany.ORCID http://orcid.org/0000-0002-3603-4160
Robert NaderiFederal Institute for Population Research (BiB), 65185, Wiesbaden, Germany.
Vera ToepoelStatistics Netherlands (CBS), 6412 EX, Heerlen, Netherlands.ORCID http://orcid.org/0000-0001-7315-6311
Susana CabaçoFMO, 2593 HW, Den Haag, Netherlands.ORCID http://orcid.org/0000-0002-3285-5551

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Rising survey costs, increasing internet usage, and restrictions during the pandemic have accelerated a shift from face-to-face (Computer Assisted Personal Interviews, or CAPI) to web-based interviews (Computer Assisted Web Interviews, or CAWI). This paper analyses the consequences of this shift for the comparability of survey-based measurements of demographic key indicators. We use data from a unique experiment on the modes of data collection such as CAPI or CAWI (in the following: "modes"), conducted in the Generations and Gender Survey in Germany, Croatia, and Portugal. We calculate mode-specific means and ratios of selected indicators and perform regression analyses to estimate mode effects. In all countries, we find a few distinct mode-selection effects: Less educated people are more underrepresented in CAWI, and urban regions are underrepresented in CAPI mode. Mode-measurement effects vary widely across indicators and country contexts. For sensitive questions, there are less social desirability biases in CAWI. For questions with a high respondent burden, there are less survey satisficing biases in CAPI. Loop questions with a high respondent burden are of particular concern. The mode shift challenges comparability between data collections, in longitudinal analyses and in cross-country comparisons. Data users should use weights for descriptive analyses, control for the mode where possible, and consider mode differences when interpreting results. The unique data source allows insights into mode effects among demographic indicators that were not possible before.

Indexed as

Computer assisted web interviews (CAWI)Face-to-face interviewsMeasurement effectSelection effectSurvey mode

Identifiers

PMID42616169
PMCPMC13490029

What OpenQuestion holds

Textmetadata
LicenceCC BY
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.