Class information for:
Level 1: PARALLEL ANALYSIS//FACTOR RETENTION//NUMBER OF FACTORS

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
24430 261 32.8 35%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 2)


ID, lev.
above		 Publications Label for level above
2021 4948 STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL//MULTIVARIATE BEHAVIORAL RESEARCH//COEFFICIENT ALPHA

Terms with highest relevance score


Rank Term Type of term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 PARALLEL ANALYSIS Author keyword 6 30% 7% 17
2 FACTOR RETENTION Author keyword 3 57% 2% 4
3 NUMBER OF FACTORS Author keyword 3 32% 3% 8
4 FACTOR EXTRACTION Author keyword 2 43% 1% 3
5 CULTURE OF ASSESSMENT Author keyword 1 100% 1% 2
6 MINIMUM AVERAGE PARTIAL Author keyword 1 100% 1% 2
7 PHARMACONEUROIMMUNOL PROGRAM Address 1 100% 1% 2
8 ZUNGS RATING INSTRUMENT FOR ANXIETY DISORDERS Author keyword 1 100% 1% 2
9 RECEIVER OPERATING CHARACTERISTIC ROC CURVE ANALYSIS Author keyword 1 33% 1% 3
10 POLYCHORIC CORRELATION Author keyword 1 20% 2% 4

Web of Science journal categories

Author Key Words


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class		 LCSH search Wikipedia search
1 PARALLEL ANALYSIS 6 30% 7% 17 Search PARALLEL+ANALYSIS Search PARALLEL+ANALYSIS
2 FACTOR RETENTION 3 57% 2% 4 Search FACTOR+RETENTION Search FACTOR+RETENTION
3 NUMBER OF FACTORS 3 32% 3% 8 Search NUMBER+OF+FACTORS Search NUMBER+OF+FACTORS
4 FACTOR EXTRACTION 2 43% 1% 3 Search FACTOR+EXTRACTION Search FACTOR+EXTRACTION
5 CULTURE OF ASSESSMENT 1 100% 1% 2 Search CULTURE+OF+ASSESSMENT Search CULTURE+OF+ASSESSMENT
6 MINIMUM AVERAGE PARTIAL 1 100% 1% 2 Search MINIMUM+AVERAGE+PARTIAL Search MINIMUM+AVERAGE+PARTIAL
7 ZUNGS RATING INSTRUMENT FOR ANXIETY DISORDERS 1 100% 1% 2 Search ZUNGS+RATING+INSTRUMENT+FOR+ANXIETY+DISORDERS Search ZUNGS+RATING+INSTRUMENT+FOR+ANXIETY+DISORDERS
8 RECEIVER OPERATING CHARACTERISTIC ROC CURVE ANALYSIS 1 33% 1% 3 Search RECEIVER+OPERATING+CHARACTERISTIC+ROC+CURVE+ANALYSIS Search RECEIVER+OPERATING+CHARACTERISTIC+ROC+CURVE+ANALYSIS
9 POLYCHORIC CORRELATION 1 20% 2% 4 Search POLYCHORIC+CORRELATION Search POLYCHORIC+CORRELATION
10 ASYMMETRIC TREATMENT 1 50% 0% 1 Search ASYMMETRIC+TREATMENT Search ASYMMETRIC+TREATMENT

Key Words Plus


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 DATA CORRELATION MATRICES 21 90% 3% 9
2 RETAIN 16 34% 15% 38
3 UNDEREXTRACTION 11 78% 3% 7
4 ANALYSIS CRITERION 8 75% 2% 6
5 COMMON FACTOR ANALYSIS 6 19% 10% 27
6 DETERMINING NUMBER 5 45% 3% 9
7 PARALLEL ANALYSIS CRITERION 5 55% 2% 6
8 95TH PERCENTILE EIGENVALUES 3 60% 1% 3
9 SCREE TEST 3 35% 2% 6
10 LATENT ROOTS 2 19% 4% 11

Journals

Reviews


Title Publ. year Cit. Active
references		 % act. ref.
to same field
On exploratory factor analysis: A review of recent evidence, an assessment of current practice, and recommendations for future use 2014 9 49 49%
Evaluating the use of exploratory factor analysis in psychological research 1999 1686 55 45%
Effects of variable and subject sampling on factor pattern recovery 1998 212 41 54%
A review and evaluation of exploratory factor analysis practices in organizational research 2003 152 22 36%
Validity of Instrument Development Research in Korean Nursing Research 2013 2 4 25%
Scale development research - A content analysis and recommendations for best practices 2006 297 70 16%
Factor analysis and scale revision 2000 229 63 24%
Use of exploratory factor analysis in published research - Common errors and some comment on improved practice 2006 269 66 9%
THE BURT CONTROVERSY - AN ESSAY REVIEW OF HEARNSHAW AND JOYNSON BIOGRAPHIES OF SIR BURT,CYRIL 1991 1 4 50%
GUIDELINES ON THE USE AND PRESENTATION OF STATISTICAL-METHODS 1987 1 2 50%

Address terms


Rank Address term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ.
in class
1 PHARMACONEUROIMMUNOL PROGRAM 1 100% 0.8% 2
2 GRP INVEST COMPORTAMIENTO HUMANO 1 50% 0.4% 1
3 HUMAN BEHAV GRP 1 50% 0.4% 1
4 EVALUAC PSICOL EDUC 0 33% 0.4% 1
5 MENTAL RETARDAT SUBST ABUSE SERV 0 33% 0.4% 1
6 UNIDAD EDUC QUIM 0 33% 0.4% 1
7 ATENCAO SAUDE 0 25% 0.4% 1
8 INTER E STUDIES UNIT 0 25% 0.4% 1
9 METODOS INVEST DIAGNOST EDUC MIDE 0 20% 0.4% 1
10 METODOS INVEST INNOVAC EDUC 0 20% 0.4% 1

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000274812 MULTIVARIATE EXPERIMENTAL CLINICAL RESEARCH//FACTOREP//PERSONAL SPACE BOUNDARIES
2 0.0000242607 STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL//MULTIVARIATE BEHAVIORAL RESEARCH//PSYCHOMETRIKA
3 0.0000124864 BECK DEPRESSION INVENTORY II//BDI II//DEPRESSION ANXIETY STRESS SCALES
4 0.0000119560 COEFFICIENT ALPHA//LINDQUIST 334//MAXIMAL RELIABILITY
5 0.0000111286 INTERACTIVE PEER PLAY//EARLY DEVELOPMENT INSTRUMENT//DEVELOPMENTAL ECOLOGICAL MODEL
6 0.0000095015 FORMATIVE MEASUREMENT//GENERALIZED STRUCTURED COMPONENT ANALYSIS//HUMAN OURCE MANAGEMENT ORG HRMO
7 0.0000094442 ACTUAL ERROR RATE//PRINCIPAL VARIABLES//HIGH DIMENSIONAL MULTIVARIATE BINARY DATA
8 0.0000080028 ORDERED RESPONSES//CROSS CLASSIFICATIONS//INTEGER SCORES
9 0.0000079715 EPISTEMIC CURIOSITY//CURIOSITY//I D MODEL
10 0.0000079553 RC SCALES//MMPI A//RESTRUCTURED CLINICAL SCALES