The results of the regression for the digitalization level
| Model 1: Base model | Model 2: H1 digitalization | |||||
|---|---|---|---|---|---|---|
| Coef | Std. Err | P > z | Coef | Std. Err | P > z | |
| AdoptedRL17 | 0.4217 | 0.1322 | 0.001 | |||
| newemployee_knowl | 0.5169 | 0.0769 | 0.000 | 0.5203 | 0.0761 | 0.000 |
| new_tech_acq | 0.4612 | 0.0816 | 0.000 | 0.4552 | 0.0810 | 0.000 |
| cost_employ_train17 | 4.3537 | 2.0854 | 0.037 | 3.9750 | 2.0710 | 0.055 |
| graduate_employee17 | ||||||
| 0 ≤ × < 5 | 0.4871 | 0.1721 | 0.005 | 0.4894 | 0.1712 | 0.004 |
| 5 ≤ × < 10 | 0.3767 | 0.1645 | 0.022 | 0.3617 | 0.1638 | 0.027 |
| 10 ≤ × < 15 | 0.4359 | 0.1671 | 0.009 | 0.4262 | 0.1665 | 0.010 |
| 15 ≤ × < 20 | 0.4810 | 0.1835 | 0.009 | 0.4446 | 0.1835 | 0.015 |
| 20 ≤ × < 30 | 0.6474 | 0.1645 | 0.000 | 0.6615 | 0.1637 | 0.000 |
| 30 ≤ × < 50 | 0.4889 | 0.1676 | 0.004 | 0.4639 | 0.1673 | 0.006 |
| 50 ≤ × < 75 | 0.6556 | 0.1724 | 0.000 | 0.6490 | 0.1717 | 0.000 |
| 75 ≤ ×<=100 | 0.6898 | 0.1887 | 0.000 | 0.6764 | 0.1882 | 0.000 |
| sector | ||||||
| Food/Tobacco | 0.0050 | 0.2958 | 0.987 | −0.0404 | 0.2947 | 0.891 |
| Textiles | 0.4666 | 0.2701 | 0.084 | 0.4673 | 0.2681 | 0.081 |
| Wood/Paper | 0.0648 | 0.3312 | 0.845 | 0.0788 | 0.3293 | 0.811 |
| Chemical | −0.0585 | 0.2856 | 0.838 | −0.0600 | 0.2837 | 0.832 |
| Plastics | 0.4129 | 0.2814 | 0.142 | 0.3451 | 0.2806 | 0.219 |
| Glass/Ceramics | 0.2474 | 0.3208 | 0.441 | 0.1886 | 0.3206 | 0.556 |
| Metals | 0.2126 | 0.2462 | 0.388 | 0.2119 | 0.2446 | 0.386 |
| Electrical equipment | 0.4905 | 0.2318 | 0.034 | 0.4607 | 0.2303 | 0.045 |
| Machinery | 0.3584 | 0.2664 | 0.179 | 0.3588 | 0.2641 | 0.174 |
| Retail/Automobile | 0.4406 | 0.2886 | 0.127 | 0.4288 | 0.2868 | 0.135 |
| Furniture/Toys/Medical tech. | 0.0571 | 0.2685 | 0.831 | 0.0545 | 0.2666 | 0.838 |
| Energy/Water | 0.0293 | 0.2603 | 0.910 | 0.0538 | 0.2591 | 0.835 |
| Wholesale | 0.5950 | 0.2571 | 0.021 | 0.5397 | 0.2562 | 0.035 |
| Transport equipment/Postal. | 0.3649 | 0.2535 | 0.150 | 0.3823 | 0.2520 | 0.129 |
| Media services | 0.4939 | 0.2480 | 0.046 | 0.4933 | 0.2460 | 0.045 |
| IT/Telecommunications | 0.6066 | 0.2512 | 0.016 | 0.6111 | 0.2495 | 0.014 |
| Banking/Insurance | 0.9538 | 0.2497 | 0.000 | 0.9605 | 0.2480 | 0.000 |
| Technical services/R&D serv. | 0.5572 | 0.2397 | 0.020 | 0.5740 | 0.2385 | 0.016 |
| Consulting/Advertisement | 0.6978 | 0.2443 | 0.004 | 0.7175 | 0.2429 | 0.003 |
| Firm-related services | 0.6432 | 0.2595 | 0.013 | 0.6316 | 0.2577 | 0.014 |
| firm_size | ||||||
| 50–249 employees | 0.3377 | 0.0887 | 0.000 | 0.3231 | 0.0882 | 0.0000 |
| >=250 employees | 0.2750 | 0.1307 | 0.035 | 0.2694 | 0.1296 | 0.0380 |
| export_perc | 0.4120 | 0.1504 | 0.006 | 0.4072 | 0.1489 | 0.0060 |
| public_funding | 0.1773 | 0.0802 | 0.027 | 0.1672 | 0.0796 | 0.0360 |
| sales | 0.0012 | 0.0004 | 0.005 | 0.0012 | 0.0004 | 0.0040 |
| _cons | −1.7453 | 0.2363 | 0.000 | −1.7439 | 0.2349 | 0.0000 |
| Model 1: Base model | Model 2: | |||||
|---|---|---|---|---|---|---|
| Coef | Std. Err | Coef | Std. Err | |||
| AdoptedRL17 | 0.4217 | 0.1322 | 0.001 | |||
| newemployee_knowl | 0.5169 | 0.0769 | 0.000 | 0.5203 | 0.0761 | 0.000 |
| new_tech_acq | 0.4612 | 0.0816 | 0.000 | 0.4552 | 0.0810 | 0.000 |
| cost_employ_train17 | 4.3537 | 2.0854 | 0.037 | 3.9750 | 2.0710 | 0.055 |
| graduate_employee17 | ||||||
| 0 ≤ × < 5 | 0.4871 | 0.1721 | 0.005 | 0.4894 | 0.1712 | 0.004 |
| 5 ≤ × < 10 | 0.3767 | 0.1645 | 0.022 | 0.3617 | 0.1638 | 0.027 |
| 10 ≤ × < 15 | 0.4359 | 0.1671 | 0.009 | 0.4262 | 0.1665 | 0.010 |
| 15 ≤ × < 20 | 0.4810 | 0.1835 | 0.009 | 0.4446 | 0.1835 | 0.015 |
| 20 ≤ × < 30 | 0.6474 | 0.1645 | 0.000 | 0.6615 | 0.1637 | 0.000 |
| 30 ≤ × < 50 | 0.4889 | 0.1676 | 0.004 | 0.4639 | 0.1673 | 0.006 |
| 50 ≤ × < 75 | 0.6556 | 0.1724 | 0.000 | 0.6490 | 0.1717 | 0.000 |
| 75 ≤ ×<=100 | 0.6898 | 0.1887 | 0.000 | 0.6764 | 0.1882 | 0.000 |
| sector | ||||||
| Food/Tobacco | 0.0050 | 0.2958 | 0.987 | −0.0404 | 0.2947 | 0.891 |
| Textiles | 0.4666 | 0.2701 | 0.084 | 0.4673 | 0.2681 | 0.081 |
| Wood/Paper | 0.0648 | 0.3312 | 0.845 | 0.0788 | 0.3293 | 0.811 |
| Chemical | −0.0585 | 0.2856 | 0.838 | −0.0600 | 0.2837 | 0.832 |
| Plastics | 0.4129 | 0.2814 | 0.142 | 0.3451 | 0.2806 | 0.219 |
| Glass/Ceramics | 0.2474 | 0.3208 | 0.441 | 0.1886 | 0.3206 | 0.556 |
| Metals | 0.2126 | 0.2462 | 0.388 | 0.2119 | 0.2446 | 0.386 |
| Electrical equipment | 0.4905 | 0.2318 | 0.034 | 0.4607 | 0.2303 | 0.045 |
| Machinery | 0.3584 | 0.2664 | 0.179 | 0.3588 | 0.2641 | 0.174 |
| Retail/Automobile | 0.4406 | 0.2886 | 0.127 | 0.4288 | 0.2868 | 0.135 |
| Furniture/Toys/Medical tech. | 0.0571 | 0.2685 | 0.831 | 0.0545 | 0.2666 | 0.838 |
| Energy/Water | 0.0293 | 0.2603 | 0.910 | 0.0538 | 0.2591 | 0.835 |
| Wholesale | 0.5950 | 0.2571 | 0.021 | 0.5397 | 0.2562 | 0.035 |
| Transport equipment/Postal. | 0.3649 | 0.2535 | 0.150 | 0.3823 | 0.2520 | 0.129 |
| Media services | 0.4939 | 0.2480 | 0.046 | 0.4933 | 0.2460 | 0.045 |
| IT/Telecommunications | 0.6066 | 0.2512 | 0.016 | 0.6111 | 0.2495 | 0.014 |
| Banking/Insurance | 0.9538 | 0.2497 | 0.000 | 0.9605 | 0.2480 | 0.000 |
| Technical services/R&D serv. | 0.5572 | 0.2397 | 0.020 | 0.5740 | 0.2385 | 0.016 |
| Consulting/Advertisement | 0.6978 | 0.2443 | 0.004 | 0.7175 | 0.2429 | 0.003 |
| Firm-related services | 0.6432 | 0.2595 | 0.013 | 0.6316 | 0.2577 | 0.014 |
| firm_size | ||||||
| 50–249 employees | 0.3377 | 0.0887 | 0.000 | 0.3231 | 0.0882 | 0.0000 |
| >=250 employees | 0.2750 | 0.1307 | 0.035 | 0.2694 | 0.1296 | 0.0380 |
| export_perc | 0.4120 | 0.1504 | 0.006 | 0.4072 | 0.1489 | 0.0060 |
| public_funding | 0.1773 | 0.0802 | 0.027 | 0.1672 | 0.0796 | 0.0360 |
| sales | 0.0012 | 0.0004 | 0.005 | 0.0012 | 0.0004 | 0.0040 |
| _cons | −1.7453 | 0.2363 | 0.000 | −1.7439 | 0.2349 | 0.0000 |
Source(s): Table by authors