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Factor Analysis
Descriptive Statistics
MeanStd. DeviationAnalysis N [Tax Benefit]4.681.569198 [Safety and profitable long term investment]5.061.233198 [Risk cover]5.451.120198 [Assured income]4.771.244198 [Loan against policy]2.681.897198 [Mortgage redemption]2.642.062198 [Brand]6.091.382198 [Cost]5.731.391198 [Relation with the bank]6.181.031198 [ROI]5.451.078198 [Reminder for renewal policy]5.181.438198 [Claim settlement]6.09.998198 [Convenience in premium payment]5.861.182198
Correlation Matrix
[Tax Benefit] [Safety and profitable long term investment] [Risk cover]Correlation [Tax Benefit]1.000.309-.177
[Safety and profitable long term investment].3091.000.057
[Risk cover]-.177.0571.000
[Assured income].314.615-.122
[Loan against policy].380-.194-.168
[Mortgage redemption]-.074-.141-.482
[Brand].170.059.593
[Cost].100.010-.272
[Relation with the bank].303.075.047
[ROI].089-.101.093
[Reminder for renewal policy].015.320.090
[Claim settlement]-.244.045.126
[Convenience in premium payment]-.136.068.358Sig. (1-tailed) [Tax Benefit]
.000.006
[Safety and profitable long term investment].000
.212
[Risk cover].006.212
[Assured income].000.000.043
[Loan against policy].000.003.009
[Mortgage redemption].151.024.000
[Brand].008.203.000
[Cost].081.446.000
[Relation with the bank].000.146.257
[ROI].106.078.097
[Reminder for renewal policy].420.000.103
[Claim settlement].000.264.038
[Convenience in premium payment].028.169.000
Correlation Matrix
[Assured income] [Loan against policy] [Mortgage redemption]Correlation [Tax Benefit].314.380-.074
[Safety and profitable long term investment].615-.194-.141
[Risk cover]-.122-.168-.482
[Assured income]1.000.240.074
[Loan against policy].2401.000.274
[Mortgage redemption].074.2741.000
[Brand].198.011-.373
[Cost].043-.362.077
[Relation with the bank].389.170.031
[ROI].111.160-.007
[Reminder for renewal policy].432-.330-.085
[Claim settlement].348-.250-.095
[Convenience in premium payment].290-.162-.339Sig. (1-tailed) [Tax Benefit].000.000.151
[Safety and profitable long term investment].000.003.024
[Risk cover].043.009.000
[Assured income]
.000.149
[Loan against policy].000
.000
[Mortgage redemption].149.000
[Brand].003.438.000
[Cost].273.000.141
[Relation with the bank].000.008.331
[ROI].059.012.458
[Reminder for renewal policy].000.000.116
[Claim settlement].000.000.092
[Convenience in premium payment].000.011.000
Correlation Matrix
[Brand] [Cost] [Relation with the bank] [ROI]Correlation [Tax Benefit].170.100.303.089
[Safety and profitable long term investment].059.010.075-.101
[Risk cover].593-.272.047.093
[Assured income].198.043.389.111
[Loan against policy].011-.362.170.160
[Mortgage redemption]-.373.077.031-.007
[Brand]1.000.037.373.187
[Cost].0371.000.035-.008
[Relation with the bank].373.0351.000-.075
[ROI].187-.008-.0751.000
[Reminder for renewal policy].451.048.255.447
[Claim settlement].126.347.028.089
[Convenience in premium payment].287-.189-.092.300Sig. (1-tailed) [Tax Benefit].008.081.000.106
[Safety and profitable long term investment].203.446.146.078
[Risk cover].000.000.257.097
[Assured income].003.273.000.059
[Loan against policy].438.000.008.012
[Mortgage redemption].000.141.331.458
[Brand]
.304.000.004
[Cost].304
.314.454
[Relation with the bank].000.314
.148
[ROI].004.454.148
[Reminder for renewal policy].000.252.000.000
[Claim settlement].038.000.346.107
[Convenience in premium payment].000.004.099.000
Correlation Matrixa
[Reminder for renewal policy] [Claim settlement] [Convenience in premium payment]Correlation [Tax Benefit].015-.244-.136
[Safety and profitable long term investment].320.045.068
[Risk cover].090.126.358
[Assured income].432.348.290
[Loan against policy]-.330-.250-.162
[Mortgage redemption]-.085-.095-.339
[Brand].451.126.287
[Cost].048.347-.189
[Relation with the bank].255.028-.092
[ROI].447.089.300
[Reminder for renewal policy]1.000.148.337
[Claim settlement].1481.000.514
[Convenience in premium payment].337.5141.000Sig. (1-tailed) [Tax Benefit].420.000.028
[Safety and profitable long term investment].000.264.169
[Risk cover].103.038.000
[Assured income].000.000.000
[Loan against policy].000.000.011
[Mortgage redemption].116.092.000
[Brand].000.038.000
[Cost].252.000.004
[Relation with the bank].000.346.099
[ROI].000.107.000
[Reminder for renewal policy]
.019.000
[Claim settlement].019
.000
[Convenience in premium payment].000.000
a. Determinant = .001
KMO and Bartlett's TestKaiser-Meyer-Olkin Measure of Sampling Adequacy..314Bartlett's Test of SphericityApprox. Chi-Square1425.384
df78
Sig..000
Communalities
InitialExtraction [Tax Benefit]1.000.631 [Safety and profitable long term investment]1.000.911 [Risk cover]1.000.797 [Assured income]1.000.936 [Loan against policy]1.000.910 [Mortgage redemption]1.000.636 [Brand]1.000.844 [Cost]1.000.824 [Relation with the bank]1.000.704 [ROI]1.000.854 [Reminder for renewal policy]1.000.819 [Claim settlement]1.000.899 [Convenience in premium payment]1.000.804Extraction Method: Principal Component Analysis.
Total Variance ExplainedComponentInitial EigenvaluesExtraction Sums of Squared Loadings
Total% of VarianceCumulative %Total12.97722.90122.9012.97722.21217.01239.9132.21231.74913.45253.3651.74941.38610.65864.0231.38651.1909.15473.1771.19061.0558.11881.2961.0557.9187.05888.354
8.5354.11692.470
9.3642.79995.269
10.3222.47797.746
11.1731.32799.073
12.086.65999.732
13.035.268100.000
Total Variance ExplainedComponentExtraction Sums of Squared LoadingsRotation Sums of Squared Loadings
% of VarianceCumulative %Total% of VarianceCumulative %122.90122.9012.19216.86216.862217.01239.9131.80613.88930.750313.45253.3651.74013.38444.134410.65864.0231.67312.87157.00559.15473.1771.61312.40469.40968.11881.2961.54511.88781.2967
8
9
10
11
12
13
Extraction Method: Principal Component Analysis.
Component Matrixa
Component
123456 [Tax Benefit].107.710-.223-.213.062-.129 [Safety and profitable long term investment].428.394.241-.392-.560-.217 [Risk cover].520-.477-.494-.204.008.114 [Assured income].563.646.238.119-.291.213 [Loan against policy]-.242.554-.538.398-.035.309 [Mortgage redemption]-.471.381.287.417.100.056 [Brand].706-.001-.379-.164.414.052 [Cost].029.056.689-.212.548-.010 [Relation with the bank].315.526-.147-.217.404.312 [ROI].360.035-.118.686.219-.438 [Reminder for renewal policy].712.138.182.159.125-.468 [Claim settlement].480-.226.531.219.034.536 [Convenience in premium payment].670-.322.002.369-.280.190Extraction Method: Principal Component Analysis.a. 6 components extracted.
Rotated Component Matrixa
Component
123456 [Tax Benefit]-.095.576.365-.368.076-.127 [Safety and profitable long term investment].099.029.946-.020-.021.072 [Risk cover].861.020-.111.146.039-.138 [Assured income]-.181.445.687.430.177-.131 [Loan against policy]-.335.452-.155-.082-.004-.750 [Mortgage redemption]-.780.058-.142-.003.038-.054 [Brand].656.544-.048.095.317.073 [Cost]-.251.202-.063.111.000.839 [Relation with the bank].073.830.066.039-.025.062 [ROI]-.043-.009-.129.066.901-.138 [Reminder for renewal policy].187.120.369.108.741.269 [Claim settlement].022.039.020.906.008.277 [Convenience in premium payment].376-.163.142.682.331-.203Extraction Method: Principal Component Analysis. Rotation Method: Varimax with Kaiser Normalization.a. Rotation converged in 8 iterations.
Component Transformation MatrixComponent1234561.566.283.397.459.469.1052-.505.668.459-.221.075-.1823-.485-.227.267.388-.040.7004-.434-.167-.311.388.601-.4185.005.513-.643-.125.241.4996-.021.362-.222.650-.594-.207Extraction Method: Principal Component Analysis. Rotation Method: Varimax with Kaiser Normalization.