Panel LSDV vector autoregression results
| Equation | Parms | RMSE | R-squared | F-statistics | p-value F(10,152) |
|---|---|---|---|---|---|
| Value added per number of SMEs | 37 | 0.010736 | 0.9946 | 20.75643 | 0.0000 |
| DESI index | 37 | 6.03997 | 0.7610 | 9.224856 | 0.0000 |
| Basic digital skills | 37 | 2.39758 | 0.8062 | 11.18557 | 0.0000 |
| GDP per capita | 37 | 29222.1 | 0.9988 | 54.43672 | 0.0000 |
| Economic freedom index | 37 | 1.34967 | 0.9548 | 16.23576 | 0.0000 |
| Equation | Parms | RMSE | F-statistics | ||
|---|---|---|---|---|---|
| Value added per number of SMEs | 37 | 0.010736 | 0.9946 | 20.75643 | 0.0000 |
| DESI index | 37 | 6.03997 | 0.7610 | 9.224856 | 0.0000 |
| Basic digital skills | 37 | 2.39758 | 0.8062 | 11.18557 | 0.0000 |
| GDP per capita | 37 | 29222.1 | 0.9988 | 54.43672 | 0.0000 |
| Economic freedom index | 37 | 1.34967 | 0.9548 | 16.23576 | 0.0000 |
| Equation/Variable | Coefficient | Standard error | t-statistics | p-value | 95% confidence interval | |
|---|---|---|---|---|---|---|
| Persons employed per number of SMEs | ||||||
| l1_Value Added Per Number of SMEs | 0.6605343 | 0.0788474 | 8.38 | 0.000 | 0.504756 | 0.8163125 |
| l1_DESI Index | 0.0002483 | 0.0001306 | 1.90 | 0.059 | −9.75e−06 | 0.0005063 |
| l1_Basic Digital Skills | 0.0007584 | 0.0003295 | 2.30 | 0.023 | 0.0001075 | 0.0014094 |
| l1_GDP per Capita | −5.78e−09 | 2.95e−08 | −0.20 | 0.845 | −6.41e−08 | 5.25e−08 |
| l1_Economic Freedom Index | 0.0009124 | 0.0007253 | 1.26 | 0.210 | −0.0005207 | 0.0023454 |
| l2_Value Added Per Number of SMEs | 0.1920899 | 0.0869241 | 2.21 | 0.029 | 0.0203544 | 0.3638254 |
| l2_DESI Index | −0.0000643 | 0.0001407 | −0.46 | 0.648 | −0.0003422 | 0.0002136 |
| l2_Basic Digital Skills | −0.0011687 | 0.0003953 | −2.96 | 0.004 | −0.0019498 | −0.0003876 |
| l2_GDP per Capita | −2.29e−10 | 2.95e−08 | −0.01 | 0.994 | −5.86e−08 | 5.81e−08 |
| l2_Economic Freedom Index | −0.000405 | 0.0007834 | −0.52 | 0.606 | −0.0019528 | 0.0011427 |
| DESI index | ||||||
| l1_Value Added Per Number of SMEs | 68.49076 | 44.36071 | 1.54 | 0.125 | −19.15242 | 156.1339 |
| l1_DESI Index | 0.4495196 | 0.0734821 | 6.12 | 0.000 | 0.3043415 | 0.5946977 |
| l1_Basic Digital Skills | 0.5607404 | 0.1853725 | 3.02 | 0.003 | 0.194501 | 0.9269798 |
| l1_GDP per Capita | 5.55e−06 | 0.0000166 | 0.33 | 0.739 | −0.0000273 | 0.0000384 |
| l1_Economic Freedom Index | 0.7131857 | 0.4080794 | 1.75 | 0.083 | −0.0930543 | 1.519426 |
| l2_Value Added Per Number of SMEs | −72.98303 | 48.90481 | −1.49 | 0.138 | −169.604 | 23.6379 |
| l2_DESI Index | −0.3518538 | 0.079133 | −4.45 | 0.000 | −0.5081965 | −0.1955112 |
| l2_Basic Digital Skills | −0.4055804 | 0.2224267 | −1.82 | 0.070 | −0.8450274 | 0.0338666 |
| l2_GDP per Capita | −2.07e−06 | 0.0000166 | −0.12 | 0.901 | −0.0000349 | 0.0000307 |
| l2_Economic Freedom Index | 0.433065 | 0.440744 | 0.98 | 0.327 | −0.4377103 | 1.30384 |
| Basic digital skills | ||||||
| l1_Value Added Per Number of SMEs | −37.94635 | 17.60907 | −2.15 | 0.033 | −72.73648 | −3.156216 |
| l1_DESI Index | 0.0817706 | 0.0291689 | 2.80 | 0.006 | 0.0241419 | 0.1393994 |
| l1_Basic Digital Skills | 0.4504097 | 0.073584 | 6.12 | 0.000 | 0.3050302 | 0.5957891 |
| l1_GDP per Capita | −3.48e−06 | 6.59e−06 | −0.53 | 0.598 | −0.0000165 | 9.54e−06 |
| l1_Economic Freedom Index | 0.4134763 | 0.1619879 | 2.55 | 0.012 | 0.0934377 | 0.7335148 |
| l2_Value Added Per Number of SMEs | 67.30704 | 19.41286 | 3.47 | 0.001 | 28.95317 | 105.6609 |
| l2_DESI Index | 0.090788 | 0.031412 | 2.89 | 0.004 | 0.0287275 | 0.1528485 |
| l2_Basic Digital Skills | −0.3742185 | 0.0882927 | −4.24 | 0.000 | −0.5486579 | −0.1997792 |
| l2_GDP per Capita | 4.00e−06 | 6.59e−06 | 0.61 | 0.545 | −9.02e−06 | 0.000017 |
| l2_Economic Freedom Index | 0.0742405 | 0.1749542 | 0.42 | 0.672 | −0.2714154 | 0.4198965 |
| GDP per capita | ||||||
| l1_Value Added Per Number of SMEs | 75561.83 | 214622.3 | 0.35 | 0.725 | −348466.2 | 499589.8 |
| l1_DESI Index | 12.1304 | 355.515 | 0.03 | 0.973 | −690.2584 | 714.5192 |
| l1_Basic Digital Skills | −89.42641 | 896.8541 | −0.10 | 0.921 | −1861.336 | 1682.483 |
| l1_GDP per Capita | 0.6359103 | 0.0803291 | 7.92 | 0.000 | 0.4772045 | 0.7946161 |
| l1_Economic Freedom Index | 3614.522 | 1974.336 | 1.83 | 0.069 | −286.1618 | 7515.205 |
| l2_Value Added Per Number of SMEs | −103919.9 | 236607.2 | −0.44 | 0.661 | −571383.3 | 363543.5 |
| l2_DESI Index | 385.4047 | 382.8549 | 1.01 | 0.316 | −370.9993 | 1141.809 |
| l2_Basic Digital Skills | 444.6735 | 1076.126 | 0.41 | 0.680 | −1681.423 | 2570.77 |
| l2_GDP per Capita | 0.3584837 | 0.0803521 | 4.46 | 0.000 | 0.1997326 | 0.5172349 |
| l2_Economic Freedom Index | −2661.921 | 2132.371 | −1.25 | 0.214 | −6874.834 | 1550.992 |
| Economic freedom index | ||||||
| l1_Value Added Per Number of SMEs | 22.23977 | 9.912716 | 2.24 | 0.026 | 2.65528 | 41.82427 |
| l1_DESI Index | 0.0060458 | 0.0164201 | 0.37 | 0.713 | −0.0263953 | 0.0384868 |
| l1_Basic Digital Skills | 0.0522673 | 0.0414228 | 1.26 | 0.209 | −0.0295715 | 0.1341061 |
| l1_GDP per Capita | −1.64e−06 | 3.71e−06 | −0.44 | 0.658 | −8.97e−06 | 5.69e−06 |
| l1_Economic Freedom Index | 0.6216794 | 0.0911882 | 6.82 | 0.000 | 0.4415193 | 0.8018394 |
| l2_Value Added Per Number of SMEs | 11.68221 | 10.92813 | 1.07 | 0.287 | −9.908426 | 33.27285 |
| l2_DESI Index | 0.0103778 | 0.0176828 | 0.59 | 0.558 | −0.0245581 | 0.0453137 |
| l2_Basic Digital Skills | −0.1725951 | 0.0497028 | −3.47 | 0.001 | −0.2707927 | −0.0743976 |
| l2_GDP per Capita | 1.49e−06 | 3.71e−06 | 0.40 | 0.689 | −5.84e−06 | 8.82e−06 |
| l2_Economic Freedom Index | −0.0237779 | 0.0984874 | −0.24 | 0.810 | −0.2183588 | 0.1708031 |
| Equation/Variable | Coefficient | Standard error | 95% confidence interval | |||
|---|---|---|---|---|---|---|
| 0.6605343 | 0.0788474 | 8.38 | 0.000 | 0.504756 | 0.8163125 | |
| 0.0002483 | 0.0001306 | 1.90 | 0.059 | −9.75e−06 | 0.0005063 | |
| 0.0007584 | 0.0003295 | 2.30 | 0.023 | 0.0001075 | 0.0014094 | |
| −5.78e−09 | 2.95e−08 | −0.20 | 0.845 | −6.41e−08 | 5.25e−08 | |
| 0.0009124 | 0.0007253 | 1.26 | 0.210 | −0.0005207 | 0.0023454 | |
| 0.1920899 | 0.0869241 | 2.21 | 0.029 | 0.0203544 | 0.3638254 | |
| −0.0000643 | 0.0001407 | −0.46 | 0.648 | −0.0003422 | 0.0002136 | |
| −0.0011687 | 0.0003953 | −2.96 | 0.004 | −0.0019498 | −0.0003876 | |
| −2.29e−10 | 2.95e−08 | −0.01 | 0.994 | −5.86e−08 | 5.81e−08 | |
| −0.000405 | 0.0007834 | −0.52 | 0.606 | −0.0019528 | 0.0011427 | |
| 68.49076 | 44.36071 | 1.54 | 0.125 | −19.15242 | 156.1339 | |
| 0.4495196 | 0.0734821 | 6.12 | 0.000 | 0.3043415 | 0.5946977 | |
| 0.5607404 | 0.1853725 | 3.02 | 0.003 | 0.194501 | 0.9269798 | |
| 5.55e−06 | 0.0000166 | 0.33 | 0.739 | −0.0000273 | 0.0000384 | |
| 0.7131857 | 0.4080794 | 1.75 | 0.083 | −0.0930543 | 1.519426 | |
| −72.98303 | 48.90481 | −1.49 | 0.138 | −169.604 | 23.6379 | |
| −0.3518538 | 0.079133 | −4.45 | 0.000 | −0.5081965 | −0.1955112 | |
| −0.4055804 | 0.2224267 | −1.82 | 0.070 | −0.8450274 | 0.0338666 | |
| −2.07e−06 | 0.0000166 | −0.12 | 0.901 | −0.0000349 | 0.0000307 | |
| 0.433065 | 0.440744 | 0.98 | 0.327 | −0.4377103 | 1.30384 | |
| −37.94635 | 17.60907 | −2.15 | 0.033 | −72.73648 | −3.156216 | |
| 0.0817706 | 0.0291689 | 2.80 | 0.006 | 0.0241419 | 0.1393994 | |
| 0.4504097 | 0.073584 | 6.12 | 0.000 | 0.3050302 | 0.5957891 | |
| −3.48e−06 | 6.59e−06 | −0.53 | 0.598 | −0.0000165 | 9.54e−06 | |
| 0.4134763 | 0.1619879 | 2.55 | 0.012 | 0.0934377 | 0.7335148 | |
| 67.30704 | 19.41286 | 3.47 | 0.001 | 28.95317 | 105.6609 | |
| 0.090788 | 0.031412 | 2.89 | 0.004 | 0.0287275 | 0.1528485 | |
| −0.3742185 | 0.0882927 | −4.24 | 0.000 | −0.5486579 | −0.1997792 | |
| 4.00e−06 | 6.59e−06 | 0.61 | 0.545 | −9.02e−06 | 0.000017 | |
| 0.0742405 | 0.1749542 | 0.42 | 0.672 | −0.2714154 | 0.4198965 | |
| 75561.83 | 214622.3 | 0.35 | 0.725 | −348466.2 | 499589.8 | |
| 12.1304 | 355.515 | 0.03 | 0.973 | −690.2584 | 714.5192 | |
| −89.42641 | 896.8541 | −0.10 | 0.921 | −1861.336 | 1682.483 | |
| 0.6359103 | 0.0803291 | 7.92 | 0.000 | 0.4772045 | 0.7946161 | |
| 3614.522 | 1974.336 | 1.83 | 0.069 | −286.1618 | 7515.205 | |
| −103919.9 | 236607.2 | −0.44 | 0.661 | −571383.3 | 363543.5 | |
| 385.4047 | 382.8549 | 1.01 | 0.316 | −370.9993 | 1141.809 | |
| 444.6735 | 1076.126 | 0.41 | 0.680 | −1681.423 | 2570.77 | |
| 0.3584837 | 0.0803521 | 4.46 | 0.000 | 0.1997326 | 0.5172349 | |
| −2661.921 | 2132.371 | −1.25 | 0.214 | −6874.834 | 1550.992 | |
| 22.23977 | 9.912716 | 2.24 | 0.026 | 2.65528 | 41.82427 | |
| 0.0060458 | 0.0164201 | 0.37 | 0.713 | −0.0263953 | 0.0384868 | |
| 0.0522673 | 0.0414228 | 1.26 | 0.209 | −0.0295715 | 0.1341061 | |
| −1.64e−06 | 3.71e−06 | −0.44 | 0.658 | −8.97e−06 | 5.69e−06 | |
| 0.6216794 | 0.0911882 | 6.82 | 0.000 | 0.4415193 | 0.8018394 | |
| 11.68221 | 10.92813 | 1.07 | 0.287 | −9.908426 | 33.27285 | |
| 0.0103778 | 0.0176828 | 0.59 | 0.558 | −0.0245581 | 0.0453137 | |
| −0.1725951 | 0.0497028 | −3.47 | 0.001 | −0.2707927 | −0.0743976 | |
| 1.49e−06 | 3.71e−06 | 0.40 | 0.689 | −5.84e−06 | 8.82e−06 | |
| −0.0237779 | 0.0984874 | −0.24 | 0.810 | −0.2183588 | 0.1708031 | |
Note(s): 189 observations, 27 groups
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