Factor analysis for the measures of Industry 4.0 transformation
| Correlation matrix | ||||
|---|---|---|---|---|
| Implementation level of Industry 4.0 applications | Plans for strategies of Industry 4.0 | Budget allocated for Industry 4.0 applications past two years | ||
| Correlation | Implementation level of Industry 4.0 applications | 1,000 | 0.830 | 0.810 |
| Plans for strategies of Industry 4.0 | 0.830 | 1,000 | 0.779 | |
| Budget allocated for Industry 4.0 applications past two years | 0.810 | 0.779 | 1,000 | |
| Correlation matrix | ||||
|---|---|---|---|---|
| Implementation level of Industry 4.0 applications | Plans for strategies of Industry 4.0 | Budget allocated for Industry 4.0 applications past two years | ||
| Correlation | Implementation level of Industry 4.0 applications | 1,000 | 0.830 | 0.810 |
| Plans for strategies of Industry 4.0 | 0.830 | 1,000 | 0.779 | |
| Budget allocated for Industry 4.0 applications past two years | 0.810 | 0.779 | 1,000 | |
| KMO and Bartlett's test | ||
|---|---|---|
| Kaiser–Meyer–Olkin Measure of Sampling Adequacy | 0.760 | |
| Bartlett's test of sphericity | Approx. Chi-Square | 235,078 |
| Df | 3 | |
| Sig | 0.000 | |
| KMO and Bartlett's test | ||
|---|---|---|
| Kaiser–Meyer–Olkin Measure of Sampling Adequacy | 0.760 | |
| Bartlett's test of sphericity | Approx. Chi-Square | 235,078 |
| Df | 3 | |
| Sig | 0.000 | |
| Component matrixa | |
|---|---|
| Component | |
| 1 | |
| Implementation level of Industry 4.0 applications | 0.944 |
| Plans for strategies of Industry 4.0 | 0.932 |
| Budget allocated for Industry 4.0 applications past two years | 0.924 |
| Note(s): Extraction Method: Principal Component Analysis a. 1 component extracted | |
| Component matrixa | |
|---|---|
| Component | |
| 1 | |
| Implementation level of Industry 4.0 applications | 0.944 |
| Plans for strategies of Industry 4.0 | 0.932 |
| Budget allocated for Industry 4.0 applications past two years | 0.924 |
| Total variance explained | ||||||
|---|---|---|---|---|---|---|
| Component | Initial eigenvalues | Extraction sums of squared loadings | ||||
| Total | % of variance | Cumulative % | Total | % of variance | Cumulative % | |
| 1 | 2,613 | 87,090 | 87,090 | 2,613 | 87,090 | 87,090 |
| 2 | 0.223 | 7,447 | 94,536 | |||
| 3 | 0.164 | 5,464 | 100,000 | |||
| Note(s): Extraction Method: Principal Component Analysis | ||||||
| Total variance explained | ||||||
|---|---|---|---|---|---|---|
| Component | Initial eigenvalues | Extraction sums of squared loadings | ||||
| Total | % of variance | Cumulative % | Total | % of variance | Cumulative % | |
| 1 | 2,613 | 87,090 | 87,090 | 2,613 | 87,090 | 87,090 |
| 2 | 0.223 | 7,447 | 94,536 | |||
| 3 | 0.164 | 5,464 | 100,000 | |||
| Reliability statistics | |
|---|---|
| Cronbach's alpha | N of items |
| 0.911 | 3 |
| Reliability statistics | |
|---|---|
| Cronbach's alpha | N of items |
| 0.911 | 3 |
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