e-journal

Bias in Terms of Culture and a Method for Reducing It:An Eight-Country ‘‘Explanations of Unemployment Scale’’Study

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Several sources of bias can plague research data and individual assessment. When cultural groups are considered, across or even within countries, it is essential that the constructs assessed and evaluated are as free as possible from any source of bias and specifically from bias caused due to culturally specific characteristics. Employing the
Explanations of Unemployment Scale (revised form) for a sample of 1,894 employed and unemployed adults across eight countries (the United States, the United Kingdom, Turkey, Spain, Romania, Poland, Greece, and Brazil), we applied a method based on individual differences multidimensional scaling and principal component analysis to detect item bias in terms of culture and try to eliminate this bias variance from the overall item variance so as to (a) avoid jeopardizing validity levels and (b) arrive at clearer and more meaningful dimensions after adjusting the raw scores by removing the bias part. The results supported our statistical–psychometric intervention as the structure computed for the unadjusted data was enhanced and clarified when the data were adjusted for bias in terms of culture. Finally, implications for individual assessment procedures are discussed, and a method for evaluating the relative impact of bias in terms of culture on the raw assessment scores is also presented.

Keywords
bias in terms of culture, individual differences Euclidean distance, explanations of unemployment, bias impact and elimination, individual assessment

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Informasi Detail

Judul Seri

Educational and Psychological Measurement

No. Panggil

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Penerbit

: The Author., 2014

Deskripsi Fisik

Educational and Psychological Measurement 2014, Vol 74(1) 77–96

Bahasa

English

ISBN/ISSN

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Klasifikasi

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Tipe Isi

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Tipe Media

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Tipe Pembawa

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Edisi

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Subjek

EKONOMI

Info Detail Spesifik

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Pernyataan Tanggungjawab

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