Results of the logit model testing the direct effect of high-performance work systems on innovation and the two-way and three-way interaction
| Variables | Model 1 | Model 2 | Model 3 | |||
|---|---|---|---|---|---|---|
| Innovation | Innovation | Innovation | ||||
| β | SE | β | SE | β | SE | |
| Control variables | ||||||
| Countries | Yes | Yes | Yes | |||
| SmallComp | −0.465*** | 0.116 | −0.230(.) | 0.127 | −0.239(.) | 0.127 |
| MediumComp | −0.187 | 0.122 | −0.044 | 0.133 | −0.054 | 0.134 |
| Constr_sect | −1.423*** | 0.106 | −1.207*** | 0.109 | −1.220*** | 0.109 |
| Service_sect | −0.696*** | 0.070 | −0.762*** | 0.072 | −0.761*** | 0.072 |
| Logyears | −0.029 | 0.089 | −0.049 | 0.091 | −0.023 | 0.091 |
| Inn_strat | 0.516*** | 0.066 | 0.498*** | 0.068 | 0.487*** | 0.067 |
| MarketComp | 0.445*** | 0.089 | 0.421*** | 0.090 | 0.404*** | 0.088 |
| Independent variables | ||||||
| HPWSs | 0.041*** | 0.0033 | 0.026*** | 0.003 | 0.021*** | 0.004 |
| TECH | 0.486*** | 0.031 | 0.499*** | 0.032 | ||
| HPWSxTECH | 0.005. | 0.003 | 0.006(.) | 0.003 | ||
| EMPL_PAR | 0.202*** | 0.034 | ||||
| HPWSxEMP_PAR | −0.004 | 0.003 | ||||
| TECHxEMP_PAR | 0.021 | 0.032 | ||||
| HPWSxTECHxEMP_PAR | −0.007** | 0.003 | ||||
| Pseudo R2 | 0.082 | 0.114 | 0.120 | |||
| Observations | 18,278 | 18,278 | 18,278 | |||
| Chi-square (df) | 703.87*** (35) | 901.43*** (37) | 939.84*** (41) | |||
| Variables | Model 1 | Model 2 | Model 3 | |||
|---|---|---|---|---|---|---|
| Innovation | Innovation | Innovation | ||||
| SE | SE | SE | ||||
| Countries | Yes | Yes | Yes | |||
| SmallComp | −0.465 | 0.116 | −0.230(.) | 0.127 | −0.239(.) | 0.127 |
| MediumComp | −0.187 | 0.122 | −0.044 | 0.133 | −0.054 | 0.134 |
| Constr_sect | −1.423 | 0.106 | −1.207 | 0.109 | −1.220 | 0.109 |
| Service_sect | −0.696 | 0.070 | −0.762 | 0.072 | −0.761 | 0.072 |
| Logyears | −0.029 | 0.089 | −0.049 | 0.091 | −0.023 | 0.091 |
| Inn_strat | 0.516 | 0.066 | 0.498 | 0.068 | 0.487 | 0.067 |
| MarketComp | 0.445 | 0.089 | 0.421 | 0.090 | 0.404 | 0.088 |
| HPWSs | 0.041 | 0.0033 | 0.026 | 0.003 | 0.021 | 0.004 |
| TECH | 0.486 | 0.031 | 0.499 | 0.032 | ||
| HPWSxTECH | 0.005. | 0.003 | 0.006(.) | 0.003 | ||
| EMPL_PAR | 0.202 | 0.034 | ||||
| HPWSxEMP_PAR | −0.004 | 0.003 | ||||
| TECHxEMP_PAR | 0.021 | 0.032 | ||||
| HPWSxTECHxEMP_PAR | −0.007 | 0.003 | ||||
| Pseudo | 0.082 | 0.114 | 0.120 | |||
| Observations | 18,278 | 18,278 | 18,278 | |||
| Chi-square (df) | 703.87 | 901.43 | 939.84 | |||
Notes:
Robust standard errors; Significant codes: ***0.001; **0.01; *0.05; and . 0.10; Odds ratios are not reported because of limited space