Factor Analytic Approaches to Personality Item-Level Data
Factor analysis models have played a central role in formulating conceptual models in personality and personality assessment, as well as in empirical examinations of personality measurement instruments. Yet, the use of item-level data presents special problems for factor analysis, applications. In t...
Saved in:
Published in | Journal of personality assessment Vol. 68; no. 3; pp. 561 - 589 |
---|---|
Main Authors | , , , |
Format | Journal Article |
Language | English |
Published |
England
Lawrence Erlbaum Associates, Inc
01.06.1997
|
Subjects | |
Online Access | Get full text |
Cover
Loading…
Abstract | Factor analysis models have played a central role in formulating conceptual models in personality and personality assessment, as well as in empirical examinations of personality measurement instruments. Yet, the use of item-level data presents special problems for factor analysis, applications. In this article, we review recent developments in factor analysis that are appropriate for the type of item-level data often collected in personality. Included in this review are discussions of how these developments have been addressed in the context of two different (but formally related) statistical models item response theory (IRT: Hambleton, Swaminathan, & Rogers, 1991) and structural, equation modeling (Bollen 1989) for item-level data. We also discuss the relevance of item scaling in the context of these models. Using the restandardization data for the Minnesota Multiphasic Personality Inventory-2 Scale (cf. Butcher, Dahlstrom, Graham, Tellegen, & Kaemmer, 1989), we show brief examples of the utility of these approaches to address basic questions about responses to personality scale items regarding: (a) scale, dimensionality and general item properties, (b) the "appropriateness" of the observed responses, and (c) differential item functioning across subsamples. implications for analyses of personality item-level data in the IRT and factor analytic traditions are discussed. |
---|---|
AbstractList | Factor analysis models have played a central role in formulating conceptual models in personality and personality assessment, as well as in empirical examinations of personality measurement instruments. Yet, the use of item-level data presents special problems for factor analysis, applications. In this article, we review recent developments in factor analysis that are appropriate for the type of item-level data often collected in personality. Included in this review are discussions of how these developments have been addressed in the context of two different (but formally related) statistical models item response theory (IRT: Hambleton, Swaminathan, & Rogers, 1991) and structural, equation modeling (Bollen 1989) for item-level data. We also discuss the relevance of item scaling in the context of these models. Using the restandardization data for the Minnesota Multiphasic Personality Inventory-2 Scale (cf. Butcher, Dahlstrom, Graham, Tellegen, & Kaemmer, 1989), we show brief examples of the utility of these approaches to address basic questions about responses to personality scale items regarding: (a) scale, dimensionality and general item properties, (b) the "appropriateness" of the observed responses, and (c) differential item functioning across subsamples. implications for analyses of personality item-level data in the IRT and factor analytic traditions are discussed. Reviews developments in factor analysis that are appropriate for the type of item-level data often collected in personality. Discusses how these developments have been addressed in the context of 2 different (but formally related) statistical models: item response theory and structural equation modelling. Discusses the relevance of item scaling in the context of these models. Using the restandardization data for the Minnesota Multiphasic Personality Inventory, shows brief examples of the utility of these approaches to address basic questions about responses to personality scale items regarding: scale dimensionality and general item properties; the `appropriateness' of observed responses; and differential item functioning across subsamples. (Original abstract-amended) Factor analysis models have played a central role in formulating conceptual models in personality and personality assessment, as well as in empirical examinations of personality measurement instruments. Yet, the use of item-level data presents special problems for factor analysis, applications. In this article, we review recent developments in factor analysis that are appropriate for the type of item-level data often collected in personality. Included in this review are discussions of how these developments have been addressed in the context of two different (but formally related) statistical models item response theory (IRT: Hambleton, Swaminathan, & Rogers, 1991) and structural, equation modeling (Bollen 1989) for item-level data. We also discuss the relevance of item scaling in the context of these models. Using the restandardization data for the Minnesota Multiphasic Personality Inventory-2 Scale (cf. Butcher, Dahlstrom, Graham, Tellegen, & Kaemmer, 1989), we show brief examples of the utility of these approaches to address basic questions about responses to personality scale items regarding: (a) scale, dimensionality and general item properties, (b) the "appropriateness" of the observed responses, and (c) differential item functioning across subsamples. implications for analyses of personality item-level data in the IRT and factor analytic traditions are discussed. |
Author | Panter, A.T. Grant Dahlstrom, W. Tanaka, J.S. Swygert, Kimberly A. |
Author_xml | – sequence: 1 givenname: A.T. surname: Panter fullname: Panter, A.T. – sequence: 2 givenname: Kimberly A. surname: Swygert fullname: Swygert, Kimberly A. – sequence: 3 givenname: W. surname: Grant Dahlstrom fullname: Grant Dahlstrom, W. – sequence: 4 givenname: J.S. surname: Tanaka fullname: Tanaka, J.S. |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/16372867$$D View this record in MEDLINE/PubMed |
BookMark | eNqFkD9PwzAQxS1URP_AF2BAmdgC9jmxk4GhKhQqVYIBZuviOiJVEgfbBeXbk6qVGJBgOund7707vSkZtbY1hFwyesOAylvPUg5SprDtUGSUK3FCJnst3osjMqEUIOZZzsZk6v2WUspYAmdkzASXkAk5IfkSdbAumrdY96HS0bzrnEX9bnwUbPRinLfDqgp9tAqmidfm09TRPQY8J6cl1t5cHOeMvC0fXhdP8fr5cbWYr2PNsyTEopQIwEtTSCM0Q8wlY7pM85wKWeYIpmDAUokFFMBFBoWUwLHQOd0kWjM-I9eH3OGvj53xQTWV16ausTV255XMRcoA5L9gKmVCmUgHEA6gdtZ7Z0rVuapB1ytG1b5Z9bvZwXR1TN8Vjdn8WI5VDsDdAaja0roGv6yrNypgX1tXOmx15RX_48A3flyJ0w |
CODEN | JNPABU |
CitedBy_id | crossref_primary_10_1007_s11136_009_9449_3 crossref_primary_10_1108_ILS_05_2018_0035 crossref_primary_10_1016_S0191_8869_98_00152_4 crossref_primary_10_1093_ejo_cji083 crossref_primary_10_1177_0013164410391581 crossref_primary_10_1007_s10654_024_01132_6 crossref_primary_10_1037_1040_3590_16_2_169 crossref_primary_10_1177_2167696817700261 crossref_primary_10_2478_mmcks_2018_0027 crossref_primary_10_3200_JRLP_140_1_53_67 crossref_primary_10_1590_S0102_37722000000200009 crossref_primary_10_1053_apmr_2002_29610 crossref_primary_10_22201_fpsi_20074719E_2018_1_07 crossref_primary_10_1016_j_jfineco_2018_04_010 crossref_primary_10_1097_01_MLR_0000064780_30399_A4 crossref_primary_10_2139_ssrn_2365748 crossref_primary_10_1037_0893_3200_19_3_441 crossref_primary_10_1080_13825580802036944 crossref_primary_10_1177_1073191112450612 crossref_primary_10_1080_17549175_2016_1223738 crossref_primary_10_1037_1082_989X_9_3_354 crossref_primary_10_1521_bumc_2015_79_3_187 crossref_primary_10_1007_s00484_007_0101_z crossref_primary_10_1027_1015_5759_25_3_164 crossref_primary_10_1207_s15327752jpa7101_6 crossref_primary_10_1016_j_addbeh_2004_10_010 crossref_primary_10_3389_fpsyg_2015_01323 crossref_primary_10_1111_1753_6405_12028 crossref_primary_10_1039_C3RP00155E crossref_primary_10_1007_s10608_012_9439_6 crossref_primary_10_1097_00005650_200009002_00008 crossref_primary_10_1097_01_mlr_0000245145_21869_5b crossref_primary_10_1016_j_paid_2010_01_019 crossref_primary_10_1007_s12144_018_9925_4 crossref_primary_10_1177_107319110000700103 crossref_primary_10_1093_rheumatology_kev008 crossref_primary_10_1187_cbe_10_10_0133 crossref_primary_10_1586_14737167_3_2_131 crossref_primary_10_1177_0013164410378091 crossref_primary_10_3389_fpsyg_2018_01451 crossref_primary_10_1006_ccog_2000_0472 crossref_primary_10_1177_1073191111398314 crossref_primary_10_1186_1475_9276_6_18 crossref_primary_10_1080_09602011_2014_993659 crossref_primary_10_17985_ijare_398952 crossref_primary_10_1016_j_comppsych_2015_06_003 crossref_primary_10_3390_ijerph18020494 crossref_primary_10_3390_jmse3030630 crossref_primary_10_1016_j_apnr_2008_03_002 crossref_primary_10_1016_S0376_8716_02_00213_2 crossref_primary_10_1016_S0191_8869_99_00183_X crossref_primary_10_1207_S15327574IJT023_4_7 crossref_primary_10_1016_j_beth_2006_08_001 crossref_primary_10_2139_ssrn_1783850 crossref_primary_10_1007_s10802_010_9436_8 crossref_primary_10_1080_1941658X_2015_1016588 crossref_primary_10_1177_0272989X0102100105 crossref_primary_10_1016_j_comppsych_2012_12_007 crossref_primary_10_1108_JPBAFM_26_03_2014_B005 crossref_primary_10_1207_S15327752JP720212 crossref_primary_10_1016_j_bodyim_2013_02_003 crossref_primary_10_1207_s15327752jpa8202_7 crossref_primary_10_1080_10810730_2011_605434 |
Cites_doi | 10.1111/j.2517-6161.1977.tb01600.x 10.1146/annurev.ps.45.020194.002041 10.1037/0022-006X.56.5.754 10.1207/s15327906mbr1904_2 10.1177/014662168801200305 10.1007/BF02288588 10.1007/978-1-4612-2848-6_17 |
ContentType | Journal Article |
Copyright | Copyright Taylor & Francis Group, LLC 1997 |
Copyright_xml | – notice: Copyright Taylor & Francis Group, LLC 1997 |
DBID | NPM AAYXX CITATION 7QJ 7X8 |
DOI | 10.1207/s15327752jpa6803_6 |
DatabaseName | PubMed CrossRef Applied Social Sciences Index & Abstracts (ASSIA) MEDLINE - Academic |
DatabaseTitle | PubMed CrossRef Applied Social Sciences Index and Abstracts (ASSIA) MEDLINE - Academic |
DatabaseTitleList | PubMed Applied Social Sciences Index and Abstracts (ASSIA) MEDLINE - Academic |
Database_xml | – sequence: 1 dbid: NPM name: PubMed url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed sourceTypes: Index Database |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Psychology |
EISSN | 1532-7752 |
EndPage | 589 |
ExternalDocumentID | 10_1207_s15327752jpa6803_6 16372867 9674770 |
Genre | Original Articles Journal Article |
GroupedDBID | --- --Z -~X .7I .GJ .QK 07C 0BK 0R~ 1VV 2QV 36B 3O- 4.4 41~ 4VK 53G 5GY 5RE 5VS 85S 8VB 9M8 AAGZJ AAMFJ AAMIU AAPUL AATTQ AAVTF AAZMC ABCCY ABDBF ABFIM ABIVO ABJNI ABLIJ ABPEM ABPPZ ABRYG ABTAI ABXYU ABZLS ACGFS ACHQT ACKIV ACNCT ACRBO ACTIO ADAHI ADCVX ADEWX ADKVQ ADMHG AECIN AEGYZ AEISY AEMOZ AEPSL AEXSR AEYOC AEZRU AFFDN AFFNX AFHDM AGDLA AGRBW AHDZW AHMBA AI. AIJEM AJWEG AKBVH AKVCP ALLRG ALMA_UNASSIGNED_HOLDINGS ALQZU AVBZW AWYRJ BEJHT BLEHA BMOTO BOHLJ CAG CCCUG COF CQ1 CS3 DGFLZ DGXZK DKSSO DU5 DXH EAP EBC EBD EBO EBR EBS EBU EFRLQ EGDCR EJD EMB EMK EMOBN EPL EPS ESO ESX E~B E~C F5P FEDTE FXNIP G-F GTTXZ H13 HVGLF HZ~ H~9 J.O K1G KYCEM L7B M4Z MVM NA5 NHB NW- O9- OHT P2P PQQKQ QWB RBICI RNANH ROSJB RSYQP S-F STATR SV3 TBQAZ TDBHL TEH TFH TFL TFW TH9 TN5 TNTFI TRJHH TUROJ ULE UPT UT5 UT9 V2E VAE VH1 WH7 XOL XSW YQT ZCA ZGI ZHY ZKB ZL0 ~01 ~S~ 07M ABRLO ABVXC ABWZE ACPKE ADIUE ADXAZ AEOZL AIXGP ALEEW AMATQ CBZAQ CKOZC C~T HF~ IPNFZ JLMOS L7Y LJTGL LPU NPM QZZOY RIG ROL V62 YCJ YQJ Z0I ZUP AAYXX ABXUL ACLSK AFWLO CITATION 7QJ 7X8 |
ID | FETCH-LOGICAL-c384t-6f7a223feb7e6c1aa9711cf599067f9a2eb12157ab2b23682b7723abc90d4cc13 |
ISSN | 0022-3891 |
IngestDate | Sat Oct 26 01:19:43 EDT 2024 Fri Oct 25 02:45:45 EDT 2024 Thu Sep 26 19:55:23 EDT 2024 Tue Oct 15 23:32:30 EDT 2024 Thu Oct 24 07:01:48 EDT 2024 |
IsPeerReviewed | true |
IsScholarly | true |
Issue | 3 |
Language | English |
LinkModel | OpenURL |
MergedId | FETCHMERGED-LOGICAL-c384t-6f7a223feb7e6c1aa9711cf599067f9a2eb12157ab2b23682b7723abc90d4cc13 |
Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 |
PMID | 16372867 |
PQID | 57740165 |
PQPubID | 24071 |
PageCount | 29 |
ParticipantIDs | proquest_miscellaneous_79651227 informaworld_taylorfrancis_310_1207_s15327752jpa6803_6 proquest_miscellaneous_57740165 pubmed_primary_16372867 crossref_primary_10_1207_s15327752jpa6803_6 |
PublicationCentury | 1900 |
PublicationDate | 1997-06-01 |
PublicationDateYYYYMMDD | 1997-06-01 |
PublicationDate_xml | – month: 06 year: 1997 text: 1997-06-01 day: 01 |
PublicationDecade | 1990 |
PublicationPlace | England |
PublicationPlace_xml | – name: England |
PublicationTitle | Journal of personality assessment |
PublicationTitleAlternate | J Pers Assess |
PublicationYear | 1997 |
Publisher | Lawrence Erlbaum Associates, Inc |
Publisher_xml | – name: Lawrence Erlbaum Associates, Inc |
References | p_48_45 p_50_47 p_44_42 p_25_29 Takanc Y . (p_46_43) 1987; 52 p_2_12 p_32_33 p_13_20 p_19_23 Reise P. (p_38_38) 1993; 114 p_30_32 p_8_16 p_34_35 p_36_37 p_39_39 p_12_19 p_10_18 p_26_30 p_21_25 p_23_27 p_47_44 p_49_46 p_41_40 p_43_41 Thissez D.. (p_51_48) 1986 p_16_21 p_18_22 p_1_11 Rock R. D. (p_6_15) 1970; 34 p_33_34 p_3_13 p_5_14 p_9_17 p_35_36 p_29_31 p_20_24 p_22_26 p_24_28 |
References_xml | – ident: p_1_11 – ident: p_24_28 – ident: p_2_12 – ident: p_25_29 – start-page: 8 year: 1986 ident: p_51_48 publication-title: Buiietin. 9% I contributor: fullname: Thissez D.. – ident: p_3_13 – ident: p_18_22 doi: 10.1111/j.2517-6161.1977.tb01600.x – ident: p_32_33 doi: 10.1146/annurev.ps.45.020194.002041 – ident: p_43_41 – volume: 52 start-page: 393408 year: 1987 ident: p_46_43 publication-title: Psychometrika contributor: fullname: Takanc Y . – ident: p_48_45 – ident: p_19_23 – ident: p_16_21 doi: 10.1037/0022-006X.56.5.754 – ident: p_26_30 – ident: p_50_47 – ident: p_9_17 – ident: p_49_46 – ident: p_47_44 – ident: p_44_42 – ident: p_10_18 doi: 10.1207/s15327906mbr1904_2 – ident: p_13_20 – ident: p_29_31 – ident: p_5_14 doi: 10.1177/014662168801200305 – ident: p_34_35 – ident: p_8_16 – ident: p_21_25 – ident: p_41_40 – ident: p_35_36 – volume: 34 start-page: 173 year: 1970 ident: p_6_15 publication-title: P.svchiine:rika. contributor: fullname: Rock R. D. – ident: p_22_26 – ident: p_39_39 – ident: p_30_32 – ident: p_12_19 – ident: p_36_37 – ident: p_20_24 doi: 10.1007/BF02288588 – ident: p_23_27 – ident: p_33_34 doi: 10.1007/978-1-4612-2848-6_17 – volume: 114 start-page: 552 year: 1993 ident: p_38_38 publication-title: Pry:iroio~icd Buileiin contributor: fullname: Reise P. |
SSID | ssj0001142 |
Score | 1.779866 |
Snippet | Factor analysis models have played a central role in formulating conceptual models in personality and personality assessment, as well as in empirical... Reviews developments in factor analysis that are appropriate for the type of item-level data often collected in personality. Discusses how these developments... |
SourceID | proquest crossref pubmed informaworld |
SourceType | Aggregation Database Index Database Publisher |
StartPage | 561 |
SubjectTerms | Assessment Factor analysis Personality |
Title | Factor Analytic Approaches to Personality Item-Level Data |
URI | https://www.tandfonline.com/doi/abs/10.1207/s15327752jpa6803_6 https://www.ncbi.nlm.nih.gov/pubmed/16372867 https://search.proquest.com/docview/57740165 https://search.proquest.com/docview/79651227 |
Volume | 68 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1Lb9QwELagvfSCeLM8c-C2Ckrs-JFjhbqsSikSZKW9WXZig6BkV20qVH4949gbp2XL6xKtotgbeT6Nx5P5vkHoZa5Lq5TrGoCpSAvrNCBto1NlGpXVmDeicWzkd8dsvigOl3QZG1327JJOv6p_bOWV_I9V4R7Y1bFk_8Gyw6RwA36DfeEKFobrX9l41jfLmSonLNILrwaBcC_bsB7F2S5Fm564AqFpYKNtC0nHI9Qg2Rm_MrWhi8d-LK3--P3iU6D9vI150TewA3aAqM8nZ93p6ttQyOdzBK366it0Q961CSw8HoujxiQA4RttbRwpEyPAkJFXpF5vPWyw1PcM-sV348BlpgRzTvGXtWIiI3KLUPbxezlbHB3J6mBZ3US7GHwMOLfd6sPhfD5sw44kPEjFw5sGxhTueZNX_-NSVHJJs_b6k0cfgVS30a1gp2Tf4-AOumHau2hv2MEu7qHSAyLZACKJgEi6VTIybxIBkThA3EeL2UH1ep6G3hhpTUTRpcxyBZGdNZobVudKlTzPa0shuGDclgrDHgzRHFcaa0yYwBqOUUTpusyaoq5z8gDttKvWPEKJsXVmNaWa0aYgxpaZprnJMEwIU4tigqabtZFrL4Ei3dER92LXV1dygth4-WTXJ56s7xIjye8GvtgstAQX575bqdaszs8k5a5tJKPXP8FLBoEr5hP00FsovigjHAvGH_9x7BO0F5H-FO10p-fmGQScnX4eoPUT-v2C3w |
link.rule.ids | 315,783,787,27936,27937,59979,60768 |
linkProvider | Taylor & Francis |
linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV07T8MwED5BGWDh_SjPDGwoKLZjOx4roApQEEJF6hZsxx5AaiuaDvDrsZO0QAUMsNuWH-e77-y77wCOkRJWSl81ANMkjK3ngLS5CqXJZaQxz5PcZyPf3LL0Ib7q0V5d53RUh1V6H9pWRBGlrvaX2z9GV2QIZd4bJZhzip-GkiURydg8LFAhuBPrhe79VZpOlbFPFZ0ShicC1Xkz34_yxTZ9YS79GX-Wdqi9Ao-TFVThJ8-n40Kd6rcZcsd_LHEVlmuMGrQqoVqDOdNfh6WpqnzdANEuy_QEJaWJaxW0ampyMwqKQXD3gfAD_xcQdnxoUnAuC7kJD-2L7lka1kUYQk2SuAiZ5dJBCGsUN0wjKQVHSFu3287OWSGxU_YONnCpsMKEJVg5vE6k0iLKY60R2YJGf9A3OxAYqyOrKFWM5jExVkSKIuP8YoTc0EnchJPJ9mfDimsj8z4KLlmVZ_ejCezzCWVF-cJhq3IkGfmt49HkLDN3l_wHieybwXiUUe7rEzL6cwsumENImDdhuxKCj4kywnHC-O5fp3UEi2n3ppN1Lm-v92Cposn1rz370ChexubAgZ9CHdYC_g67Qv6e |
linkToPdf | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3JTsMwEB1BkVAv7EtZc-CGUsV2bCfHilKVVQi1Um-W7dgHkNqKpgf4euwkLYsoh95ty-vMmxnPG4ALpFIrpa8agGkSxtZzQNpMhdJkMtKYZ0nms5EfHlm3H98O6KByuE2qb5XehrYlUUQhq_3jHme25EIo0t4owZxT_DKWLImIYKuwxnxIqQZrvefbbncui32m6JwvPElRlTbz9yg_VNMP4tLF8LNQQ51NELMFlL9PXpvTXDX1xy9ux-VXuAUbFUINWuWV2oYVM9yB-lxQvu9C2imK9AQFoYlrFbQqYnIzCfJR8PSF7wMfCQjv_cekoC1zuQf9znXvqhtWJRhCTZI4D5nl0gEIaxQ3TCMpU46QttTpMMZtKrET9Q40cKmwwoQlWDm0TqTSaZTFWiOyD7XhaGgOITBWR1ZRqhjNYmJsGimKjLOKEXJDJ3EDLme7L8Yl04bwFgouOJV_70cD2PcDEnnh37BlMRJB_ut4PjtK4V6SD4_IoRlNJ4JyX52Q0cUteMocPsK8AQflHfiaKCMcJ4wfLTutc1h_anfE_c3j3THUS45c7-o5gVr-NjWnDvnk6qy63p-laf1C |
openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Factor+analytic+approaches+to+personality+item-level+data&rft.jtitle=Journal+of+personality+assessment&rft.au=Panter%2C+A+T&rft.au=Swygert%2C+K+A&rft.au=Grant+Dahlstrom%2C+W&rft.au=Tanaka%2C+J+S&rft.date=1997-06-01&rft.issn=0022-3891&rft.volume=68&rft.issue=3&rft.spage=561&rft.epage=589&rft_id=info:doi/10.1207%2Fs15327752jpa6803_6&rft.externalDBID=NO_FULL_TEXT |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0022-3891&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0022-3891&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0022-3891&client=summon |