Panel LSDV vector autoregression results
| Equation | Parms | RMSE | R-squared | F-statistics | p-value F(10,125) |
|---|---|---|---|---|---|
| Persons employed per number of SMEs | 37 | 0.073941 | 0.9967 | 18.65369 | 0.0000 |
| DESI index | 37 | 4.84642 | 0.8404 | 13.72331 | 0.0000 |
| Basic digital skills | 37 | 2.49343 | 0.7981 | 9.306465 | 0.0000 |
| GDP per capita | 37 | 31214.6 | 0.9988 | 24.5749 | 0.0000 |
| Economic freedom index | 37 | 1.39911 | 0.9522 | 8.897182 | 0.0000 |
| Equation | Parms | RMSE | F-statistics | ||
|---|---|---|---|---|---|
| Persons employed per number of SMEs | 37 | 0.073941 | 0.9967 | 18.65369 | 0.0000 |
| DESI index | 37 | 4.84642 | 0.8404 | 13.72331 | 0.0000 |
| Basic digital skills | 37 | 2.49343 | 0.7981 | 9.306465 | 0.0000 |
| GDP per capita | 37 | 31214.6 | 0.9988 | 24.5749 | 0.0000 |
| Economic freedom index | 37 | 1.39911 | 0.9522 | 8.897182 | 0.0000 |
| Equation/Variable | Coefficient | Standard error | t-statistics | p-value | 95% confidence interval | |
|---|---|---|---|---|---|---|
| Persons employed per number of SMEs | ||||||
| l1_Persons Employed Per Number of SMEs | 0.5235147 | 0.071649 | 7.31 | 0.000 | 0.3817124 | 0.665317 |
| l1_DESI Index | 0.0016784 | 0.000992 | 1.69 | 0.093 | −0.000285 | 0.0036417 |
| l1_Basic Digital Skills | 0.0008776 | 0.0024317 | 0.36 | 0.719 | −0.003935 | 0.0056902 |
| l1_GDP per Capita | −8.15e−08 | 2.08e−07 | −0.39 | 0.695 | −4.92e−07 | 3.29e−07 |
| l1_Economic Freedom Index | 0.0033871 | 0.0053719 | 0.63 | 0.529 | −0.0072445 | 0.0140188 |
| l2_Persons Employed Per Number of SMEs | 0.0590731 | 0.0641982 | 0.92 | 0.359 | −0.067983 | 0.1861292 |
| l2_DESI Index | 0.0008768 | 0.0010459 | 0.84 | 0.403 | −0.0011932 | 0.0029468 |
| l2_Basic Digital Skills | 0.0012611 | 0.0028855 | 0.44 | 0.663 | −0.0044496 | 0.0069717 |
| l2_GDP per Capita | −1.47e−07 | 2.10e−07 | −0.70 | 0.486 | −5.61e−07 | 2.68e−07 |
| l2_Economic Freedom Index | −0.008199 | 0.0056504 | −1.45 | 0.149 | −0.0193818 | 0.0029838 |
| DESI index | ||||||
| l1_Persons Employed Per Number of SMEs | −5.946714 | 4.696185 | −1.27 | 0.208 | −15.24105 | 3.34762 |
| l1_DESI Index | 0.1546867 | 0.0650218 | 2.38 | 0.019 | 0.0260006 | 0.2833729 |
| l1_Basic Digital Skills | 0.3418544 | 0.1593843 | 2.14 | 0.034 | 0.026413 | 0.6572957 |
| l1_GDP per Capita | 6.87e−06 | 0.0000136 | 0.51 | 0.614 | −0.00002 | 0.0000338 |
| l1_Economic Freedom Index | 1.230813 | 0.3520983 | 3.50 | 0.001 | 0.5339667 | 1.927659 |
| l2_Persons Employed Per Number of SMEs | −3.1084 | 4.207824 | −0.74 | 0.461 | −11.43621 | 5.219405 |
| l2_DESI Index | −0.1965439 | 0.0685537 | −2.87 | 0.005 | −0.3322202 | −0.0608676 |
| l2_Basic Digital Skills | −0.4343888 | 0.1891251 | −2.30 | 0.023 | −0.8086909 | −0.0600867 |
| l2_GDP per Capita | 4.71e−06 | 0.0000137 | 0.34 | 0.732 | −0.0000225 | 0.0000319 |
| l2_Economic Freedom Index | 1.143889 | 0.3703501 | 3.09 | 0.002 | 0.4109205 | 1.876858 |
| Basic digital skills | ||||||
| l1_Persons Employed Per Number of SMEs | −3.396552 | 2.416135 | −1.41 | 0.162 | −8.178383 | 1.385279 |
| l1_DESI Index | 0.0705567 | 0.033453 | 2.11 | 0.037 | 0.0043491 | 0.1367643 |
| l1_Basic Digital Skills | 0.3655878 | 0.0820015 | 4.46 | 0.000 | 0.2032967 | 0.5278788 |
| l1_GDP per Capita | −3.32e−06 | 7.00e−06 | −0.47 | 0.636 | −0.0000172 | 0.0000105 |
| l1_Economic Freedom Index | 0.5862963 | 0.1811506 | 3.24 | 0.002 | 0.2277767 | 0.9448159 |
| l2_Persons Employed Per Number of SMEs | 0.4371794 | 2.164878 | 0.20 | 0.840 | −3.847384 | 4.721742 |
| l2_DESI Index | 0.1138777 | 0.0352701 | 3.23 | 0.002 | 0.0440738 | 0.1836816 |
| l2_Basic Digital Skills | −0.3570637 | 0.0973028 | −3.67 | 0.000 | −0.5496379 | −0.1644894 |
| l2_GDP per Capita | 5.79e−06 | 7.07e−06 | 0.82 | 0.415 | −8.21e−06 | 0.0000198 |
| l2_Economic Freedom Index | 0.0908639 | 0.190541 | 0.48 | 0.634 | −0.2862404 | 0.4679683 |
| GDP per capita | ||||||
| l1_Persons Employed Per Number of SMEs | −17225.85 | 30246.93 | −0.57 | 0.570 | −77088.28 | 42636.58 |
| l1_DESI Index | 114.3142 | 418.7887 | 0.27 | 0.785 | −714.5206 | 943.1489 |
| l1_Basic Digital Skills | 38.06633 | 1026.554 | 0.04 | 0.970 | −1993.611 | 2069.743 |
| l1_GDP per Capita | 0.5894525 | 0.087601 | 6.73 | 0.000 | 0.4160793 | 0.7628258 |
| l1_Economic Freedom Index | 4411.721 | 2267.775 | 1.95 | 0.054 | −76.48736 | 8899.93 |
| l2_Persons Employed Per Number of SMEs | −6988.946 | 27101.52 | −0.26 | 0.797 | −60626.21 | 46648.32 |
| l2_DESI Index | 416.5394 | 441.5368 | 0.94 | 0.347 | −457.3168 | 1290.396 |
| l2_Basic Digital Skills | 473.874 | 1218.107 | 0.39 | 0.698 | −1936.91 | 2884.658 |
| l2_GDP per Capita | 0.297443 | 0.0885053 | 3.36 | 0.001 | 0.12228 | 0.4726059 |
| l2_Economic Freedom Index | −3026.469 | 2385.331 | −1.27 | 0.207 | −7747.334 | 1694.396 |
| Economic freedom index | ||||||
| l1_Persons Employed Per Number of SMEs | −1.130156 | 1.355738 | −0.83 | 0.406 | −3.813329 | 1.553018 |
| l1_DESI Index | 0.0213863 | 0.0187711 | 1.14 | 0.257 | −0.015764 | 0.0585366 |
| l1_Basic Digital Skills | 0.0965498 | 0.0460125 | 2.10 | 0.038 | 0.0054853 | 0.1876143 |
| l1_GDP per Capita | −1.03e−06 | 3.93e−06 | −0.26 | 0.794 | −8.80e−06 | 6.74e−06 |
| l1_Economic Freedom Index | 0.5538695 | 0.101647 | 5.45 | 0.000 | 0.3526975 | 0.7550414 |
| l2_Persons Employed Per Number of SMEs | 0.9661723 | 1.214753 | 0.80 | 0.428 | −1.437975 | 3.37032 |
| l2_DESI Index | −0.0070465 | 0.0197907 | −0.36 | 0.722 | −0.0462148 | 0.0321217 |
| l2_Basic Digital Skills | −0.1422589 | 0.0545984 | −2.61 | 0.010 | −0.2503158 | −0.0342019 |
| l2_GDP per Capita | 1.13e−06 | 3.97e−06 | 0.28 | 0.777 | −6.72e−06 | 8.98e−06 |
| l2_Economic Freedom Index | 0.0153068 | 0.1069161 | 0.14 | 0.886 | −0.1962933 | 0.226907 |
| Equation/Variable | Coefficient | Standard error | 95% confidence interval | |||
|---|---|---|---|---|---|---|
| 0.5235147 | 0.071649 | 7.31 | 0.000 | 0.3817124 | 0.665317 | |
| 0.0016784 | 0.000992 | 1.69 | 0.093 | −0.000285 | 0.0036417 | |
| 0.0008776 | 0.0024317 | 0.36 | 0.719 | −0.003935 | 0.0056902 | |
| −8.15e−08 | 2.08e−07 | −0.39 | 0.695 | −4.92e−07 | 3.29e−07 | |
| 0.0033871 | 0.0053719 | 0.63 | 0.529 | −0.0072445 | 0.0140188 | |
| 0.0590731 | 0.0641982 | 0.92 | 0.359 | −0.067983 | 0.1861292 | |
| 0.0008768 | 0.0010459 | 0.84 | 0.403 | −0.0011932 | 0.0029468 | |
| 0.0012611 | 0.0028855 | 0.44 | 0.663 | −0.0044496 | 0.0069717 | |
| −1.47e−07 | 2.10e−07 | −0.70 | 0.486 | −5.61e−07 | 2.68e−07 | |
| −0.008199 | 0.0056504 | −1.45 | 0.149 | −0.0193818 | 0.0029838 | |
| −5.946714 | 4.696185 | −1.27 | 0.208 | −15.24105 | 3.34762 | |
| 0.1546867 | 0.0650218 | 2.38 | 0.019 | 0.0260006 | 0.2833729 | |
| 0.3418544 | 0.1593843 | 2.14 | 0.034 | 0.026413 | 0.6572957 | |
| 6.87e−06 | 0.0000136 | 0.51 | 0.614 | −0.00002 | 0.0000338 | |
| 1.230813 | 0.3520983 | 3.50 | 0.001 | 0.5339667 | 1.927659 | |
| −3.1084 | 4.207824 | −0.74 | 0.461 | −11.43621 | 5.219405 | |
| −0.1965439 | 0.0685537 | −2.87 | 0.005 | −0.3322202 | −0.0608676 | |
| −0.4343888 | 0.1891251 | −2.30 | 0.023 | −0.8086909 | −0.0600867 | |
| 4.71e−06 | 0.0000137 | 0.34 | 0.732 | −0.0000225 | 0.0000319 | |
| 1.143889 | 0.3703501 | 3.09 | 0.002 | 0.4109205 | 1.876858 | |
| −3.396552 | 2.416135 | −1.41 | 0.162 | −8.178383 | 1.385279 | |
| 0.0705567 | 0.033453 | 2.11 | 0.037 | 0.0043491 | 0.1367643 | |
| 0.3655878 | 0.0820015 | 4.46 | 0.000 | 0.2032967 | 0.5278788 | |
| −3.32e−06 | 7.00e−06 | −0.47 | 0.636 | −0.0000172 | 0.0000105 | |
| 0.5862963 | 0.1811506 | 3.24 | 0.002 | 0.2277767 | 0.9448159 | |
| 0.4371794 | 2.164878 | 0.20 | 0.840 | −3.847384 | 4.721742 | |
| 0.1138777 | 0.0352701 | 3.23 | 0.002 | 0.0440738 | 0.1836816 | |
| −0.3570637 | 0.0973028 | −3.67 | 0.000 | −0.5496379 | −0.1644894 | |
| 5.79e−06 | 7.07e−06 | 0.82 | 0.415 | −8.21e−06 | 0.0000198 | |
| 0.0908639 | 0.190541 | 0.48 | 0.634 | −0.2862404 | 0.4679683 | |
| −17225.85 | 30246.93 | −0.57 | 0.570 | −77088.28 | 42636.58 | |
| 114.3142 | 418.7887 | 0.27 | 0.785 | −714.5206 | 943.1489 | |
| 38.06633 | 1026.554 | 0.04 | 0.970 | −1993.611 | 2069.743 | |
| 0.5894525 | 0.087601 | 6.73 | 0.000 | 0.4160793 | 0.7628258 | |
| 4411.721 | 2267.775 | 1.95 | 0.054 | −76.48736 | 8899.93 | |
| −6988.946 | 27101.52 | −0.26 | 0.797 | −60626.21 | 46648.32 | |
| 416.5394 | 441.5368 | 0.94 | 0.347 | −457.3168 | 1290.396 | |
| 473.874 | 1218.107 | 0.39 | 0.698 | −1936.91 | 2884.658 | |
| 0.297443 | 0.0885053 | 3.36 | 0.001 | 0.12228 | 0.4726059 | |
| −3026.469 | 2385.331 | −1.27 | 0.207 | −7747.334 | 1694.396 | |
| −1.130156 | 1.355738 | −0.83 | 0.406 | −3.813329 | 1.553018 | |
| 0.0213863 | 0.0187711 | 1.14 | 0.257 | −0.015764 | 0.0585366 | |
| 0.0965498 | 0.0460125 | 2.10 | 0.038 | 0.0054853 | 0.1876143 | |
| −1.03e−06 | 3.93e−06 | −0.26 | 0.794 | −8.80e−06 | 6.74e−06 | |
| 0.5538695 | 0.101647 | 5.45 | 0.000 | 0.3526975 | 0.7550414 | |
| 0.9661723 | 1.214753 | 0.80 | 0.428 | −1.437975 | 3.37032 | |
| −0.0070465 | 0.0197907 | −0.36 | 0.722 | −0.0462148 | 0.0321217 | |
| −0.1422589 | 0.0545984 | −2.61 | 0.010 | −0.2503158 | −0.0342019 | |
| 1.13e−06 | 3.97e−06 | 0.28 | 0.777 | −6.72e−06 | 8.98e−06 | |
| 0.0153068 | 0.1069161 | 0.14 | 0.886 | −0.1962933 | 0.226907 | |
Note(s): 162 observations, 27 groups
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