Panel Conditioning in Sensitive Items
Author(s) / Creator(s)
Burgard, Tanja
Abstract / Description
Standardized CAMA dataset based on: Burgard, T., Wedderhoff, N., & Bosnjak, M. (2020). Konditionierungseffekte in Panel-Untersuchungen: Systematische Übersichtsarbeit und Meta-Analyse am Beispiel sensitiver Fragen. Psychologische Rundschau, 71, 89-95. https://doi.org/10.1026/0033-3042/a000479.
Panel data are indispensable for investigating causal relationships and answering longitudinal questions. However, it is controversial how the repeated survey of panel participants affects the quality of panel data. The expected learning effect of repeated participation is called panel conditioning and can have both positive and negative consequences for the validity of panel data. Sensitive items in particular are expected to have an impact on the social desirability of the information provided. The available evidence on conditioning effects for sensitive questions suggests different effects depending on the type of question and has so far only been processed in the form of narrative reviews. In the present meta-analysis, conditioning effects are examined on the basis of the available experimental evidence (154 effect strengths from 19 reports), depending on the type of question, as well as the frequency and intervals between surveys (dosage effects). Standardized mean differences between experienced and fresh participants are analyzed by multi-level meta-regressions. The effects of previous surveys on the response behaviour in subsequent waves are only minor. At present, it can therefore be assumed that the quality of panel data is not influenced to a relevant extent by conditioning effects. Limits of the present meta-analysis and relevant research gaps are discussed.
Keyword(s)
conditioning effects, meta-analysis, panel data, sensitive items, social desirabilityPersistent Identifier
Date of first publication
2021-03-26
Publisher
PsychOpen CAMA
Is referenced by
Citation
Burgard, T. (2021). Panel Conditioning in Sensitive Items [Data set]. PsychOpen CAMA. https://doi.org/10.23668/PSYCHARCHIVES.4737
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CAMA_PanCon.csvCSV - 48.47KBMD5: 08cd9b14b896d0bf60575acdd5c7b11b
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Codebook_PanCon.pdfAdobe PDF - 135.44KBMD5: 9efedeb93d1bdf9f7f2a9b06a9612143
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There are no other versions of this object.
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Author(s) / Creator(s)Burgard, Tanja
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PsychArchives acquisition timestamp2021-03-26T14:15:44Z
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Made available on2021-03-26T14:15:44Z
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Date of first publication2021-03-26
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Abstract / DescriptionStandardized CAMA dataset based on: Burgard, T., Wedderhoff, N., & Bosnjak, M. (2020). Konditionierungseffekte in Panel-Untersuchungen: Systematische Übersichtsarbeit und Meta-Analyse am Beispiel sensitiver Fragen. Psychologische Rundschau, 71, 89-95. https://doi.org/10.1026/0033-3042/a000479.en_US
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Abstract / DescriptionPanel data are indispensable for investigating causal relationships and answering longitudinal questions. However, it is controversial how the repeated survey of panel participants affects the quality of panel data. The expected learning effect of repeated participation is called panel conditioning and can have both positive and negative consequences for the validity of panel data. Sensitive items in particular are expected to have an impact on the social desirability of the information provided. The available evidence on conditioning effects for sensitive questions suggests different effects depending on the type of question and has so far only been processed in the form of narrative reviews. In the present meta-analysis, conditioning effects are examined on the basis of the available experimental evidence (154 effect strengths from 19 reports), depending on the type of question, as well as the frequency and intervals between surveys (dosage effects). Standardized mean differences between experienced and fresh participants are analyzed by multi-level meta-regressions. The effects of previous surveys on the response behaviour in subsequent waves are only minor. At present, it can therefore be assumed that the quality of panel data is not influenced to a relevant extent by conditioning effects. Limits of the present meta-analysis and relevant research gaps are discussed.en_US
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Review statuspeerReviewed
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CitationBurgard, T. (2021). Panel Conditioning in Sensitive Items [Data set]. PsychOpen CAMA. https://doi.org/10.23668/PSYCHARCHIVES.4737en
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Persistent Identifierhttps://hdl.handle.net/20.500.12034/4184
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Persistent Identifierhttps://doi.org/10.23668/psycharchives.4737
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Language of contenteng
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PublisherPsychOpen CAMA
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Is referenced byhttps://doi.org/10.1026/0033-3042/a000479.
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Is related tohttps://doi.org/10.1026/0033-3042/a000479.
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Keyword(s)conditioning effects, meta-analysis, panel data, sensitive items, social desirability
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Dewey Decimal Classification number(s)150
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TitlePanel Conditioning in Sensitive Itemsen_US
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DRO typeresearchData
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Leibniz institute name(s) / abbreviation(s)ZPID