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A step-by-step guide to exploratory factor analysis with SPSS

A step-by-step guide to exploratory factor analysis with SPSS

자료유형
단행본
개인저자
Watkins, Marley W., 1949- author.
서명 / 저자사항
A step-by-step guide to exploratory factor analysis with SPSS / Marley W. Watkins.
발행사항
New York, NY :   Routledge,   2021.  
형태사항
xvii, 204 p. : col. ill. ; 23 cm.
ISBN
9780367711115 (hardback) 9780367710316 (paperback) 9781003149347 (ebook)
요약
"This is a concise, easy to use, step-by-step guide for applied researchers conducting exploratory factor analysis (EFA) using SPSS. In this book, Dr. Watkins systematically reviews each decision step in EFA with screen shots and code from SPSS, and recommends evidence-based best practice procedures. This is an eminently applied, practical approach with few or no formulas and is aimed at readers with little to no mathematical background. Dr. Watkins maintains an accessible tone throughout and uses minimal jargon to help facilitate grasp of the key issues users will face while applying EFA, along with how to implement, interpret, and report results. Copious scholarly references and quotations are included to support the reader in responding to editorial reviews. This is a valuable resource for upper-level undergraduate and postgraduate students, as well as for more experienced researchers undertaking multivariate or structure equation modeling courses across the behavioral, medical, and social sciences"--
서지주기
Includes bibliographical references p. [172]-195 and index.
일반주제명
Factor analysis --Computer programs. SPSS (Computer file).
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020 ▼a 9780367710316 (paperback)
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100 1 ▼a Watkins, Marley W., ▼d 1949- ▼e author.
245 1 2 ▼a A step-by-step guide to exploratory factor analysis with SPSS / ▼c Marley W. Watkins.
260 ▼a New York, NY : ▼b Routledge, ▼c 2021.
264 1 ▼a New York, NY : ▼b Routledge, ▼c 2021.
300 ▼a xvii, 204 p. : ▼b col. ill. ; ▼c 23 cm.
336 ▼a text ▼b txt ▼2 rdacontent
337 ▼a unmediated ▼b n ▼2 rdamedia
338 ▼a volume ▼b nc ▼2 rdacarrier
504 ▼a Includes bibliographical references p. [172]-195 and index.
520 ▼a "This is a concise, easy to use, step-by-step guide for applied researchers conducting exploratory factor analysis (EFA) using SPSS. In this book, Dr. Watkins systematically reviews each decision step in EFA with screen shots and code from SPSS, and recommends evidence-based best practice procedures. This is an eminently applied, practical approach with few or no formulas and is aimed at readers with little to no mathematical background. Dr. Watkins maintains an accessible tone throughout and uses minimal jargon to help facilitate grasp of the key issues users will face while applying EFA, along with how to implement, interpret, and report results. Copious scholarly references and quotations are included to support the reader in responding to editorial reviews. This is a valuable resource for upper-level undergraduate and postgraduate students, as well as for more experienced researchers undertaking multivariate or structure equation modeling courses across the behavioral, medical, and social sciences"-- ▼c Provided by publisher.
650 0 ▼a Factor analysis ▼x Computer programs.
650 0 ▼a SPSS (Computer file).
945 ▼a KLPA

소장정보

No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
No. 1 소장처 중앙도서관/서고7층/ 청구기호 519.5354 W335st 등록번호 111853516 도서상태 대출가능 반납예정일 예약 서비스 B M

컨텐츠정보

목차

List of Figures


Preface


1. Introduction: Historical Foundations


2. Data


3. SPSS Software


4. Importing and Saving Data


5. Decision Steps in Exploratory Factor Analysis


6. Step 1: Variables to Include


7. Step 2: Participants


8. Step 3: Data Screening


9. Step 4: Is Exploratory Factor Analysis Appropriate?


10. Step 5: Factor Analysis Model


11. Step 6: Factor Extraction Method


12. Step 7: How Many Factors to Retain


13. Step 8: Rotate Factors


14. Step 9: Interpret Exploratory Factor Analysis Results


15. Step 10: Report Exploratory Factor Analysis Results


16. Exploratory Factor Analysis with Categorical Variables


17. Higher-Order and Bifactor Models


18. Exploratory Versus Confirmatory Factor Analysis


19. Practice Exercises


References and Resources
Index

관련분야 신착자료

Hogg, Robert V. (2021)