Matches in SemOpenAlex for { <https://semopenalex.org/work/W109462893> ?p ?o ?g. }
Showing items 1 to 96 of
96
with 100 items per page.
- W109462893 abstract "This paper considers some decisions that must be made by the researcher conducting an exploratory factor analysis. The primary purpose is to aid the researcher in making informed decisions during the factor analysis instead of relying on defaults in statistical programs or traditions of previous researchers. Three decision areas are addressed. First, the importance of determining the number of participants and variables is discussed. Second, the similarities and differences in the two most common factor extraction methods, principal components analysis (PCA) and principle factor analysis (PFA), are addressed. Finally, the paper compares different methods for retaining factors (e.g., K1 rule, scree plot, parallel analysis, and others). Overall, although PCA and PFA results converge with an increasing number of variables and communality estimates, PFA may be the better choice for attempting to determine underlying factors in a data set. Furthermore, parallel analysis shows great promise for facilitating precision in factor retention, but a researcher should take into consideration a combination of methods in order to be as accurate as possible in developing the factor model. Empirical studies indicate that defaults in statistical packages are frequently used and that superior methods, such as parallel analysis, are grossly underused. (Contains 18 references.) (Author/SLD) Reproductions supplied by EDRS are the best that can be made from the original document. Running Head: FACTOR ANALYSIS PERMISSION TO REPRODUCE AND DISSEMINATE THIS MATERIAL HAS BEEN GRANTED BY" @default.
- W109462893 created "2016-06-24" @default.
- W109462893 creator A5086186105 @default.
- W109462893 date "2000-11-01" @default.
- W109462893 modified "2023-09-27" @default.
- W109462893 title "Toward Reflective Judgment in Exploratory Factor Analysis Decisions: Determining the Extraction Method and Number of Factors To Retain." @default.
- W109462893 cites W1569000203 @default.
- W109462893 cites W1970070749 @default.
- W109462893 cites W1972806788 @default.
- W109462893 cites W1977775666 @default.
- W109462893 cites W2000432226 @default.
- W109462893 cites W2041963641 @default.
- W109462893 cites W2062532911 @default.
- W109462893 cites W2067543520 @default.
- W109462893 cites W2088477804 @default.
- W109462893 cites W2094102654 @default.
- W109462893 cites W2120906519 @default.
- W109462893 cites W2125608113 @default.
- W109462893 cites W2133097426 @default.
- W109462893 cites W2160172778 @default.
- W109462893 cites W2417837440 @default.
- W109462893 hasPublicationYear "2000" @default.
- W109462893 type Work @default.
- W109462893 sameAs 109462893 @default.
- W109462893 citedByCount "2" @default.
- W109462893 countsByYear W1094628932014 @default.
- W109462893 countsByYear W1094628932016 @default.
- W109462893 crossrefType "journal-article" @default.
- W109462893 hasAuthorship W109462893A5086186105 @default.
- W109462893 hasConcept C10138342 @default.
- W109462893 hasConcept C105795698 @default.
- W109462893 hasConcept C10879293 @default.
- W109462893 hasConcept C116834253 @default.
- W109462893 hasConcept C119857082 @default.
- W109462893 hasConcept C120894424 @default.
- W109462893 hasConcept C124101348 @default.
- W109462893 hasConcept C154945302 @default.
- W109462893 hasConcept C162324750 @default.
- W109462893 hasConcept C165957694 @default.
- W109462893 hasConcept C177264268 @default.
- W109462893 hasConcept C199360897 @default.
- W109462893 hasConcept C27438332 @default.
- W109462893 hasConcept C2781039887 @default.
- W109462893 hasConcept C33923547 @default.
- W109462893 hasConcept C41008148 @default.
- W109462893 hasConcept C59822182 @default.
- W109462893 hasConcept C69637215 @default.
- W109462893 hasConcept C71104824 @default.
- W109462893 hasConcept C86803240 @default.
- W109462893 hasConceptScore W109462893C10138342 @default.
- W109462893 hasConceptScore W109462893C105795698 @default.
- W109462893 hasConceptScore W109462893C10879293 @default.
- W109462893 hasConceptScore W109462893C116834253 @default.
- W109462893 hasConceptScore W109462893C119857082 @default.
- W109462893 hasConceptScore W109462893C120894424 @default.
- W109462893 hasConceptScore W109462893C124101348 @default.
- W109462893 hasConceptScore W109462893C154945302 @default.
- W109462893 hasConceptScore W109462893C162324750 @default.
- W109462893 hasConceptScore W109462893C165957694 @default.
- W109462893 hasConceptScore W109462893C177264268 @default.
- W109462893 hasConceptScore W109462893C199360897 @default.
- W109462893 hasConceptScore W109462893C27438332 @default.
- W109462893 hasConceptScore W109462893C2781039887 @default.
- W109462893 hasConceptScore W109462893C33923547 @default.
- W109462893 hasConceptScore W109462893C41008148 @default.
- W109462893 hasConceptScore W109462893C59822182 @default.
- W109462893 hasConceptScore W109462893C69637215 @default.
- W109462893 hasConceptScore W109462893C71104824 @default.
- W109462893 hasConceptScore W109462893C86803240 @default.
- W109462893 hasLocation W1094628931 @default.
- W109462893 hasOpenAccess W109462893 @default.
- W109462893 hasPrimaryLocation W1094628931 @default.
- W109462893 hasRelatedWork W2055057959 @default.
- W109462893 hasRelatedWork W2160643014 @default.
- W109462893 hasRelatedWork W2183582737 @default.
- W109462893 hasRelatedWork W2340425320 @default.
- W109462893 hasRelatedWork W2345551330 @default.
- W109462893 hasRelatedWork W2414844550 @default.
- W109462893 hasRelatedWork W2465736784 @default.
- W109462893 hasRelatedWork W2503500497 @default.
- W109462893 hasRelatedWork W253338755 @default.
- W109462893 hasRelatedWork W2614999035 @default.
- W109462893 hasRelatedWork W2754025767 @default.
- W109462893 hasRelatedWork W2902365553 @default.
- W109462893 hasRelatedWork W2912666378 @default.
- W109462893 hasRelatedWork W2948497637 @default.
- W109462893 hasRelatedWork W2954987508 @default.
- W109462893 hasRelatedWork W3082817854 @default.
- W109462893 hasRelatedWork W3102332134 @default.
- W109462893 hasRelatedWork W330198304 @default.
- W109462893 hasRelatedWork W2184035492 @default.
- W109462893 hasRelatedWork W2560219008 @default.
- W109462893 isParatext "false" @default.
- W109462893 isRetracted "false" @default.
- W109462893 magId "109462893" @default.
- W109462893 workType "article" @default.