TY - BOOK AU - Maehler,Db̌ora B. AU - Maehler,Db̌ora B. AU - Rammstedt,Beatrice AU - Rammstedt,Beatrice TI - Large-Scale Cognitive Assessment: Analyzing PIAAC Data T2 - Methodology of Educational Measurement and Assessment SN - 978-3-030-47515-4 PY - 2020/// PB - Springer Nature KW - Economics KW - bicssc KW - Education KW - Examinations & assessment KW - Social research & statistics KW - Analysis with PIAAC datasets KW - Assessment, Testing and Evaluation KW - Data analysis KW - Economics of specific sectors KW - Education Economics KW - Education: examinations & assessment KW - International and Comparative Education KW - International comparison KW - Key cognitive skills KW - Large-scale assessment KW - Literacy of adult population KW - Numeracy of adult population KW - Open access KW - PIAAC data KW - Plausible values KW - R software KW - Stata KW - Statistics for Social Sciences, Humanities, Law KW - Statistics in Social Sciences, Humanities, Law, Education, Behavorial Sciences, Public Policy N1 - Open Access N2 - This open access methodological book summarises existing analysing techniques using data from PIAAC, a study initiated by the OECD that assesses key cognitive and occupational skills of the adult population in more than 40 countries. The approximately 65 PIAAC datasets that has been published worldwide to date has been widely received and used by an interdisciplinary research community. Due to the complex structure of the data, analyses with PIAAC datasets are very challenging. To ensure the quality and significance of these data analyses, it is necessary to instruct users in the correct handling of the data. This methodological book provides a standardised approach to successfully implementing these data analyses. It contains examples of and tools for the analysis of the PIAAC data using different statistical approaches and software, and it offers perspectives from various disciplines. The contributing authors have hands-on experience of using PIAAC data, and/or they have conducted data analysis workshops with these data UR - https://library.oapen.org/bitstream/id/2cf80b62-6118-4979-9b3e-0fadc9042ce7/2020_Book_Large-ScaleCognitiveAssessment.pdf UR - https://library.oapen.org/handle/20.500.12657/41286 ER -