Fig. 1.

Fig. 2.

KMO and Bartlett's test
| Kaiser-Meyer-Olkin measure of sampling adequacy | 0.821 | |
|---|---|---|
| Bartlett's test of sphericity | Approx. Chi-square | 508.90 |
| df | 66 | |
| Sig. | < 0.001 | |
Explanatory total variance
| No. | Initial eigenvalues | Extraction sums of squared loadings | Rotation sums of squared loadings | ||||||
|---|---|---|---|---|---|---|---|---|---|
| total | % of var. | cumul. % | total | % of var. | cumul. % | total | % of var. | cumul. % | |
| X7 | 4.215 | 35.121 | 35.121 | 4.215 | 35.121 | 35.121 | 3.281 | 27.340 | 27.340 |
| X6 | 1.433 | 11.943 | 47.064 | 1.433 | 11.943 | 47.064 | 2.337 | 19.472 | 46.812 |
| X8 | 1.185 | 9.871 | 56.935 | 1.185 | 9.871 | 56.935 | 1.215 | 10.123 | 56.935 |
| X4 | 0.934 | 7.783 | 64.718 | ||||||
| X5 | 0.901 | 7.511 | 72.228 | ||||||
| X9 | 0.632 | 5.266 | 77.494 | ||||||
| X11 | 0.595 | 4.956 | 82.450 | ||||||
| X3 | 0.526 | 4.387 | 86.837 | ||||||
| X12 | 0.510 | 4.254 | 91.091 | ||||||
| X10 | 0.456 | 3.803 | 94.894 | ||||||
| X2 | 0.335 | 2.794 | 97.688 | ||||||
| X1 | 0.277 | 2.312 | 100.000 | ||||||
ANOVA
| Model | Sum of squares | df | Mean square | F | Sig. |
|---|---|---|---|---|---|
| Regression | 62.647 | 3 | 20.882 | 32.004 | < 0.001 |
| Residual | 92.002 | 141 | 0.652 | ||
| Total | 154.648 | 144 |
Rotated component matrix
| Questions/statement | Component 1 | Component 2 | Component 3 |
|---|---|---|---|
| Do you have access to literacy skill training? | 0.759 | 0.198 | |
| Do you have access to production training? | 0.833 | 0.137 | |
| The adoption of skills improved the farming business. | 0.593 | 0.366 | 0.270 |
| Do you have access to financial skills training? | 0.752 | 0.147 | −0.141 |
| Do you have access to marketing skills training? | 0.759 | 0.129 | |
| Is there a use for technology in the farming business? | 0.334 | 0.693 | 0.121 |
| Do you have access to high value/commercial markets? | 0.206 | 0.761 | |
| Do you have access to entrepreneurial training? | 0.507 | 0.272 | −0.309 |
| Are the extension services effective to your farming business? | −0.105 | 0.422 | 0.507 |
| Do you have access to finance? | 0.114 | 0.768 | |
| Is it important to apply entrepreneurial skills? | 0.152 | 0.750 | |
| Have you adopted and applied entrepreneurial skills? | 0.245 | 0.467 | −0.401 |
Regression analyses of the PCA factors
| Unstandardised coefficients | Standardised coefficients | ||||
|---|---|---|---|---|---|
| Variables | B | Std. error | Beta | t | Sig. |
| Constant | 0.120 | 0.393 | 0.305 | 0.761 | |
| Mean access to literacy training | −2.804 | 0.850 | −1.592 | −3.300 | 0.001* |
| Mean access to production skills training | 2.442 | 0.627 | 1.455 | 3.892 | < 0.001* |
| Mean adoption of skills to improve farm business | 1.375 | 0.354 | 0.778 | 3.886 | < 0.001* |
Sample size of smallholder farmers in the study area
| Local municipality | Smallholder | Sample per local municipality | |
|---|---|---|---|
| 1 | Dihlabeng Local Municipality | 21 | (21/251) × 145 = 12 |
| 2 | Setsoto Local Municipality | 06 | (6/251 × 145 = 3.5 |
| 3 | Maluti-a-Phofung Local Municipality | 183 | (183/251) × 145 = 106 |
| 4 | Phumelela Local Municipality | 23 | (23/251) × 145 = 13 |
| 5 | Mantsopa Local Municipality | 12 | (12/251) × 145 = 7 |
| 6 | Nketoana Local Municipality | 6 | (6/251) × 145 = 3.5 |
| Total | 251 | Sample size = 145 | |
Five-point Likert scale percentage ratings
| No. | Questions/statement | SA | A | N | D | SD |
|---|---|---|---|---|---|---|
| X1 | Have you adopted and applied entrepreneurial skills? | 5.6% | 11.7% | 20% | 51.7% | 11% |
| X2 | Is it important to apply entrepreneurial skills? | 26.9% | 62.1% | 3.4% | 4.8% | 2.8% |
| X3 | Do you have access to entrepreneurial training? | 13.1% | 31% | 31.7% | 21.4% | 2.8% |
| X4 | Do you have access to financial skills training? | 15.2% | 26.9% | 34.5% | 19.3% | 4.1% |
| X5 | Do you have access to marketing skills training? | 13.1% | 29% | 33.8% | 24.1% | 0% |
| X6 | Do you have access to production training? | 11.7% | 33.1% | 23.4% | 24.8% | 6.9% |
| X7 | Do you have access to literacy skills training | 17.2% | 30.3% | 24.1% | 27.6% | 0.7% |
| X8 | The adoption of skills improved the farming business. | 15.2% | 22.1% | 33.8 | 29% | 0% |
| X9 | Is there a use for technology in the farming business? | 12.4% | 24.8% | 26.2% | 33.1% | 3.4% |
| X10 | Do you have access to finance? | 6.2% | 16.6% | 35.9% | 40.7% | 0.7% |
| X11 | Do you have access to high-value/commercial markets? | 6.9% | 26.2% | 25.5% | 39.3% | 2.1%% |
| X12 | Are the extension services effective for your farming business? | 24.8% | 44.8% | 15.2% | 12.4% | 2.8% |