Person-fit statistics, response sets and survey participation in a population-based cohort study

Person-fit methodology is a promising technique for identifying subjects whose test scores have questionable validity. Less is known however about this technique’s ability to predict survey participation longitudinally. This study presents theory-derived expectations related to social desirability,...
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Gespeichert in:

Autor*in:	Müller Jörg M. [verfasserIn] Hasselbach Petra [verfasserIn] Loerbroks Adrian [verfasserIn] Amelang Manfred [verfasserIn]

Format:	E-Artikel
Sprache:	Englisch ; srp

Erschienen:	2015

Schlagwörter:	person-fit social desirability extreme responding cancer heart disease non-response response set response style

Übergeordnetes Werk:	In: Psihologija - Drustvo Psihologa Srbije, 2009, 48(2015), 4, Seite 345-360
Übergeordnetes Werk:	volume:48 ; year:2015 ; number:4 ; pages:345-360

Links:	Link aufrufen Link aufrufen Link aufrufen Journal toc Journal toc

DOI / URN:	10.2298/PSI1504345M

Katalog-ID:	DOAJ06629553X

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callnumber-first	B - Philosophy, Psychology, Religion
author	Müller Jörg M.
spellingShingle	Müller Jörg M. misc BF1-990 misc person-fit misc social desirability misc extreme responding misc cancer misc heart disease misc non-response misc response set misc response style misc Psychology Person-fit statistics, response sets and survey participation in a population-based cohort study
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title_sort	person-fit statistics, response sets and survey participation in a population-based cohort study
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title_auth	Person-fit statistics, response sets and survey participation in a population-based cohort study
abstract	Person-fit methodology is a promising technique for identifying subjects whose test scores have questionable validity. Less is known however about this technique’s ability to predict survey participation longitudinally. This study presents theory-derived expectations related to social desirability, the tendency for extreme responding and traitedness for specific deviating answer patterns and an expected consistence of person-fit scores across 27 personality scales. Data from 5,114 subjects (Amelang, 1997) were reanalysed with a polytomous-Rasch model to estimate scale scores and von Davier and Molenaar’s (2003) person-fit statistics. The person-fit statistics of the 27 scales were examined together with the 27 person parameter scores in one common factor analysis. The person-fit scores served as indicators of the latent factor ‘scalability’ while the person-parameter scores were considered to index the bias introduced by social desirability. The sign of factor loadings showed consistency and validity of the tendency for social desirability and extreme responding. Moreover, the personfit- based subject classification derived from the baseline data was able to predict subjects’ participation at a 8,5-year follow-up. However, the nature of those associations was contrary to our predictions. The discussion addresses explanations and practical implications, but also the limitations pertaining to the identification and interpretation of person-fit scores.
abstractGer	Person-fit methodology is a promising technique for identifying subjects whose test scores have questionable validity. Less is known however about this technique’s ability to predict survey participation longitudinally. This study presents theory-derived expectations related to social desirability, the tendency for extreme responding and traitedness for specific deviating answer patterns and an expected consistence of person-fit scores across 27 personality scales. Data from 5,114 subjects (Amelang, 1997) were reanalysed with a polytomous-Rasch model to estimate scale scores and von Davier and Molenaar’s (2003) person-fit statistics. The person-fit statistics of the 27 scales were examined together with the 27 person parameter scores in one common factor analysis. The person-fit scores served as indicators of the latent factor ‘scalability’ while the person-parameter scores were considered to index the bias introduced by social desirability. The sign of factor loadings showed consistency and validity of the tendency for social desirability and extreme responding. Moreover, the personfit- based subject classification derived from the baseline data was able to predict subjects’ participation at a 8,5-year follow-up. However, the nature of those associations was contrary to our predictions. The discussion addresses explanations and practical implications, but also the limitations pertaining to the identification and interpretation of person-fit scores.
abstract_unstemmed	Person-fit methodology is a promising technique for identifying subjects whose test scores have questionable validity. Less is known however about this technique’s ability to predict survey participation longitudinally. This study presents theory-derived expectations related to social desirability, the tendency for extreme responding and traitedness for specific deviating answer patterns and an expected consistence of person-fit scores across 27 personality scales. Data from 5,114 subjects (Amelang, 1997) were reanalysed with a polytomous-Rasch model to estimate scale scores and von Davier and Molenaar’s (2003) person-fit statistics. The person-fit statistics of the 27 scales were examined together with the 27 person parameter scores in one common factor analysis. The person-fit scores served as indicators of the latent factor ‘scalability’ while the person-parameter scores were considered to index the bias introduced by social desirability. The sign of factor loadings showed consistency and validity of the tendency for social desirability and extreme responding. Moreover, the personfit- based subject classification derived from the baseline data was able to predict subjects’ participation at a 8,5-year follow-up. However, the nature of those associations was contrary to our predictions. The discussion addresses explanations and practical implications, but also the limitations pertaining to the identification and interpretation of person-fit scores.
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title_short	Person-fit statistics, response sets and survey participation in a population-based cohort study
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Person-fit statistics, response sets and survey participation in a population-based cohort study

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