Table 2 Results of the PCA Pre-COVID-19... | Emerald Publishing

Table 2

Results of the PCA

Pre-COVID-19						Post-COVID-19
No	Cumulative variance contribution	Growth rate	No.	Cumulative variance contribution	Growth rate	No.	Cumulative variance contribution	Growth rate	No.	Cumulative variance contribution	Growth rate
1	41.112		16	95.161	1.157	1	33.398		16	1.494	91.821
2	51.605	10.492	17	96.084	0.923	2	10.103	43.501	17	1.403	93.225
3	59.55	7.945	18	96.85	0.766	3	7.628	51.129	18	1.221	94.446
4	65.65	6.1	19	97.489	0.639	4	6.194	57.323	19	0.992	95.438
5	70.764	5.114	20	98.043	0.554	5	5.384	62.707	20	0.865	96.303
6	74.818	4.054	21	98.523	0.481	6	4.069	66.776	21	0.792	97.095
7	78.438	3.62	22	98.953	0.43	7	3.592	70.368	22	0.691	97.786
8	81.559	3.121	23	99.27	0.317	8	3.391	73.76	23	0.649	98.435
9	83.79	2.231	24	99.506	0.236	9	3.19	76.95	24	0.598	99.034
10	85.996	2.206	25	99.706	0.2	10	3.02	79.97	25	0.413	99.446
11	87.931	1.935	26	99.873	0.167	11	2.478	82.448	26	0.301	99.747
12	89.705	1.774	27	99.985	0.111	12	2.315	84.763	27	0.224	99.971
13	91.251	1.546	28	99.994	0.009	13	2.122	86.885	28	0.029	100
14	92.635	1.384	29	100	0.006	14	1.788	88.673	29	0	100
15	94.003	1.368				15	1.654	90.327

Pre-COVID-19						Post-COVID-19
No	Cumulative variance contribution	Growth rate	No.	Cumulative variance contribution	Growth rate	No.	Cumulative variance contribution	Growth rate	No.	Cumulative variance contribution	Growth rate
1	41.112		16	95.161	1.157	1	33.398		16	1.494	91.821
2	51.605	10.492	17	96.084	0.923	2	10.103	43.501	17	1.403	93.225
3	59.55	7.945	18	96.85	0.766	3	7.628	51.129	18	1.221	94.446
4	65.65	6.1	19	97.489	0.639	4	6.194	57.323	19	0.992	95.438
5	70.764	5.114	20	98.043	0.554	5	5.384	62.707	20	0.865	96.303
6	74.818	4.054	21	98.523	0.481	6	4.069	66.776	21	0.792	97.095
7	78.438	3.62	22	98.953	0.43	7	3.592	70.368	22	0.691	97.786
8	81.559	3.121	23	99.27	0.317	8	3.391	73.76	23	0.649	98.435
9	83.79	2.231	24	99.506	0.236	9	3.19	76.95	24	0.598	99.034
10	85.996	2.206	25	99.706	0.2	10	3.02	79.97	25	0.413	99.446
11	87.931	1.935	26	99.873	0.167	11	2.478	82.448	26	0.301	99.747
12	89.705	1.774	27	99.985	0.111	12	2.315	84.763	27	0.224	99.971
13	91.251	1.546	28	99.994	0.009	13	2.122	86.885	28	0.029	100
14	92.635	1.384	29	100	0.006	14	1.788	88.673	29	0	100
15	94.003	1.368				15	1.654	90.327

Note(s): The italic data is the number of selected principal components and corresponding variance contribution ratios and growth rate

Source(s): Authors’ own work