| Variables | Indicator quantity | Indicator dimensions | Indicator topics | Target connected indicators | Share of target connection |
|---|---|---|---|---|---|
| Log employed | 0.335* | 0.189* | 0.247* | 0.209 | 0.037 |
| (0.175) | (0.110) | (0.147) | (0.196) | (0.045) | |
| Log net turnover | 0.490*** | 0.253** | 0.385*** | 0.604*** | 0.096* |
| (0.174) | (0.109) | (0.145) | (0.192) | (0.044) | |
| Sector | |||||
| Beverage industry | −0.053 | −0.132 | −0.165 | 0.152 | 0.016 |
| (0.518) | (0.324) | (0.432) | (0.570) | (0.124) | |
| Wholesale | −0.575* | −0.356 | −0.484* | −0.666* | −0.150* |
| (0.347) | (0.217) | (0.290) | (0.389) | (0.085) | |
| Retail | −0.982 | −0.422 | −0.768 | −1.083 | −0.246 |
| (0.623) | (0.389) | (0.519) | (0.686) | (0.150) | |
| Multinational affiliation | |||||
| Nordics | 0.047 | 0.143 | 0.120 | −0.032 | 0.057 |
| (0.485) | (0.304) | (0.406) | (0.543) | (0.118) | |
| Europe | 1.217*** | 0.731*** | 0.994*** | 1.150*** | 0.219** |
| (0.370) | (0.232) | (0.309) | (0.412) | (0.090) | |
| Global | 1.052*** | 0.604** | 0.844** | 0.836* | 0.174* |
| (0.395) | (0.247) | (0.329) | (0.440) | (0.096) | |
| Constant | −7.050*** | −3.556*** | −5.354*** | −9.044*** | −1.473*** |
| (1.874) | (1.176) | (1.565) | (2.070) | (0.465) | |
| Sigma_u | 1.114*** | 0.712*** | 0.954*** | 1.264*** | 0.266*** |
| (0.117) | (0.075) | (0.100) | (0.140) | (0.031) | |
| Sigma_e | 1.405*** | 0.893*** | 1.178*** | 1.466*** | 0.352*** |
| (0.064) | (0.041) | (0.054) | (0.075) | (0.018) | |
| Rho | 0.399 | 0.389 | 0.396 | 0.427 | 0.364 |
| (0.054) | (0.055) | (0.055) | (0.059) | (0.060) | |
| LR test of sigma_u = 0 | 87.05 | 81.56 | 84.71 | 81.28 | 60.45 |
| Observations | 460 | 460 | 460 | 460 | 460 |
| Variables | Indicator quantity | Indicator dimensions | Indicator topics | Target connected indicators | Share of target connection |
|---|---|---|---|---|---|
| Log employed | 0.335* | 0.189* | 0.247* | 0.209 | 0.037 |
| (0.175) | (0.110) | (0.147) | (0.196) | (0.045) | |
| Log net turnover | 0.490*** | 0.253** | 0.385*** | 0.604*** | 0.096* |
| (0.174) | (0.109) | (0.145) | (0.192) | (0.044) | |
| Beverage industry | −0.053 | −0.132 | −0.165 | 0.152 | 0.016 |
| (0.518) | (0.324) | (0.432) | (0.570) | (0.124) | |
| Wholesale | −0.575* | −0.356 | −0.484* | −0.666* | −0.150* |
| (0.347) | (0.217) | (0.290) | (0.389) | (0.085) | |
| Retail | −0.982 | −0.422 | −0.768 | −1.083 | −0.246 |
| (0.623) | (0.389) | (0.519) | (0.686) | (0.150) | |
| Nordics | 0.047 | 0.143 | 0.120 | −0.032 | 0.057 |
| (0.485) | (0.304) | (0.406) | (0.543) | (0.118) | |
| Europe | 1.217*** | 0.731*** | 0.994*** | 1.150*** | 0.219** |
| (0.370) | (0.232) | (0.309) | (0.412) | (0.090) | |
| Global | 1.052*** | 0.604** | 0.844** | 0.836* | 0.174* |
| (0.395) | (0.247) | (0.329) | (0.440) | (0.096) | |
| Constant | −7.050*** | −3.556*** | −5.354*** | −9.044*** | −1.473*** |
| (1.874) | (1.176) | (1.565) | (2.070) | (0.465) | |
| Sigma_u | 1.114*** | 0.712*** | 0.954*** | 1.264*** | 0.266*** |
| (0.117) | (0.075) | (0.100) | (0.140) | (0.031) | |
| Sigma_e | 1.405*** | 0.893*** | 1.178*** | 1.466*** | 0.352*** |
| (0.064) | (0.041) | (0.054) | (0.075) | (0.018) | |
| Rho | 0.399 | 0.389 | 0.396 | 0.427 | 0.364 |
| (0.054) | (0.055) | (0.055) | (0.059) | (0.060) | |
| 87.05 | 81.56 | 84.71 | 81.28 | 60.45 | |
| Observations | 460 | 460 | 460 | 460 | 460 |
Note(s): Standard errors in parentheses ***p < 0.01, **p < 0.05, *p < 0.1
Variables are log-transformed to de-emphasize outliers (Metcalf and Casey, 2016). For the censored outcome-variables, the inverse hyperbolic sine (asinh) is used, which is an approximation frequently interpreted as a logarithmic transformation (Bellemare and Wichman, 2020)
Sigma_e, which measures the overall variance component of the model, is significant across all specifications. The significant LR test for sigma_u implies that the null hypothesis of no panel-level effect is not to be accepted, thus suggesting that the random panel Tobit used is appropriate