Exploratory Factor Analysis: Total Variance Explained

Amaresh Panda (Reveal Health Tech, India)

Sanjay Mohapatra (Batoi Systems Pvt Ltd, India)

ISBN: 978-1-83549-141-6, eISBN: 978-1-83549-140-9

Publication date: 8 April 2024

pdf (18 KB) ePub (7 MB)

Citation

Panda, A. and Mohapatra, S. (2024), "Exploratory Factor Analysis: Total Variance Explained", The Online Healthcare Community, Emerald Publishing Limited, Leeds, pp. 111-111. https://doi.org/10.1108/978-1-83549-140-920241010

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Emerald Publishing Limited

Items	Initial Eigenvalues			Extraction Sums of Squared Loadings			Rotation Sums of Squared Loadings
Items	Total	% of Variance	Cumulative %	Total	% of Variance	Cumulative %	Total	% of Variance	Cumulative %
1	6.155	34.193	34.193	6.155	34.193	34.193	4.171	23.171	23.171
2	3.249	18.052	52.246	3.249	18.052	52.246	3.362	18.676	41.847
3	1.538	8.542	60.788	1.538	8.542	60.788	2.766	15.368	57.215
4	1.153	6.404	67.191	1.153	6.404	67.191	1.796	9.976	67.191
5	0.768	4.266	71.457
6	0.689	3.829	75.286
7.	0.579	3.218	78.504
8.	0.537	2.984	81.488
9	0.497	2.760	84.247
10	0.486	2.698	86.945
11	0.452	2.512	89.457
12	0.391	2.174	91.631
13	0.361	2.005	93.636
14	0.296	1.646	95.282
15	0.258	1.434	96.717
16	0.239	1.330	98.047
17	0.190	1.055	99.102
18	0.162	0.898	100.000

Extraction Method: Principal Component Analysis.

Prelims

Chapter 1 Introduction

Chapter 2 Literature Review

Chapter 3 Research Objective, Conceptual Framework and Hypotheses Development

Chapter 4 Research Design

Chapter 5 Data Analysis and Interpretations

Chapter 6 Findings and Conclusion

Appendix 1 Factor Output

Appendix 2 Exploratory Factor Analysis: Total Variance Explained

Appendix 3 Confirmatory Factor Analysis: Fit Indices and Factor Output

Appendix 4 SEM: Fit Indices and Model Output Loadings

Appendix 5 Survey Questionnaire

References