Multilevel modeling for psychologists

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dc.abstract.enThis chapter provides an introduction to multilevel modeling (MLM) that can serve as a basis or starting point for reading and writing articles. It explains the basics of multilevel analysis and increases readers' awareness of the multilevel perspective so that they might recognize the multilevel features of the data they have collected and formulate research questions that might involve multilevel data. The chapter provides a rationale for MLM, why it is necessary, its advantages over other techniques, and so forth. It describes the basic structure of univariate multilevel analyses: the nature of the models and the types of parameters they can estimate, and how to conduct multilevel analyses, including different aspects of analyses such as centering, modeling error, weighted analyses, and categorical independent and dependent measures. The chapter also offers suggestions about how to interpret the results of analyses and how to report results in papers. (PsycInfo Database Record (c) 2023 APA, all rights reserved)
dc.affiliationInstitute of psychology
dc.affiliationInstytut Psychologii
dc.contributor.authorNezlek, John
dc.contributor.editorCooper, H., Coutanche, M. N., McMullen, L. M., Panter, A. T., Rindskopf, D., & Sher, K. J.
dc.date.access2024-02-03
dc.date.accessioned2024-02-16T12:53:22Z
dc.date.available2024-02-16T12:53:22Z
dc.date.created2022-08-08
dc.date.issued2023
dc.description.accesstimeafter_publication
dc.description.edition2
dc.description.physical219-242
dc.description.seriesAPA handbooks in psychology
dc.description.seriesnumber3
dc.description.versionfinal_author
dc.description.volume3
dc.identifier.doi10.1037/0000320-010
dc.identifier.isbn1433841355
dc.identifier.isbn1433841363
dc.identifier.isbn9781433841354
dc.identifier.isbn9781433841361
dc.identifier.urihttps://share.swps.edu.pl/handle/swps/486
dc.identifier.weblinkhttps://psycnet.apa.org/PsycBOOKS/toc/17322
dc.languageen
dc.pbn.affiliationpsychologia
dc.pubinfoWashington, DC
dc.publisherAmerican Psychological Association
dc.publisher.ministerialAmerican Psychological Association
dc.relation.bookAPA handbook of research methods in psychology: Data analysis and research publication
dc.relation.languageen
dc.relation.pages639
dc.rightsClosedAccess
dc.rights.explanationKsiążka płatna.
dc.rights.questionNo_rights
dc.share.monoOTHER
dc.swps.sciencecloudsend
dc.titleMultilevel modeling for psychologists
dc.title.journalAPA handbook of research methods in psychology: Data analysis and research publication (Vol. 3) (2nd ed.).
dc.typeMonographyChapter
dspace.entity.typeBook