The Official Journal of the Pan-Pacific Association of Input-Output Studies (PAPAIOS)
From: Does innovative capacity affect the deindustrialization process? A panel data analysis
Regressors | Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | Model 6 | Model 7 | Model 8 | Model 9 | Model 10 |
---|---|---|---|---|---|---|---|---|---|---|
BASELINE | R&D | RESEARCHERS | TECHNICIANS | ARTICLE | PATENTS | TRADEMARK | INCENG | INDOUT | INES | |
LN EMPSHARE(-1) | 0.869828*** | 0.753016*** | 0.852285*** | 0.688778*** | 0.854859*** | 0.785399*** | 0.808471*** | 0.749371*** | 0.836689*** | 0.761309*** |
(0.013829) | (0.017692) | (0.052975) | (0.020220) | (0.030045) | (0.029720) | (0.025146) | (0.012561) | (0.026999) | (0.014860) | |
LN Y | 0.117183** | 0.424773*** | 0.643524*** | 0.882435*** | 0.525804** | 0.297549*** | 0.104825* | 0.321009*** | 0.254681** | 0.357068*** |
(0.055889) | (0.119993) | (0.233292) | (0.187160) | (0.255377) | (0.109358) | (0.054473) | (0.090549) | (0.121120) | (0.109936) | |
(LN Y)2 | − 0.008562*** | − 0.026684*** | − 0.039090*** | − 0.053816*** | − 0.031506** | − 0.020719*** | − 0.009937*** | − 0.021876*** | − 0.017556*** | − 0.023867*** |
(0.003056) | (0.006423) | (0.012662) | (0.009733) | (0.014096) | (0.005743) | (0.003217) | (0.004801) | (0.006654) | (0.005900) | |
FIXCAP | 0.001076*** | 0.008070*** | 0.008560*** | 0.004329*** | 0.002517*** | 0.003945*** | 0.003080*** | 0.005462*** | 0.004552*** | 0.004869*** |
(0.000399) | (0.000410) | (0.000945) | (0.000602) | (0.000963) | (0.000622) | (0.000703) | (0.000804) | (0.000652) | (0.000416) | |
TRADEBAL | 0.000334** | 0.001860*** | 0.002393*** | 0.000813** | 0.002678*** | 0.000826*** | 0.001388*** | 0.001156** | 0.000599* | 0.001752*** |
(0.000151) | (0.000226) | (0.000398) | (0.000411) | (0.001026) | (0.000318) | (0.000503) | (0.000493) | (0.000313) | (0.000215) | |
RIR | − 0.001737*** | − 0.000308* | − 0.003644*** | − 0.002852*** | − 0.002534*** | − 0.002195*** | − 0.001252*** | − 0.000516*** | − 0.001165*** | − 0.000392*** |
(0.000148) | (0.000165) | (0.000756) | (0.000366) | (0.000517) | (0.000463) | (0.000166) | (0.000142) | (0.000387) | (0.000107) | |
RER | 0.000300*** | 0.000169** | 0.000289** | 0.000668*** | 0.000438** | 0.000369*** | 0.000322*** | 0.000392*** | 0.000243*** | 0.000590*** |
(5.84E−05) | (7.99E−05) | (0.000130) | (0.000150) | (0.000209) | (8.89E-05) | (8.19E−05) | (5.83E−05) | (9.27E−05) | (5.60E−05) | |
INNOVATION | 0.008713*** | 6.93E−06*** | 4.68E−05*** | 1.39E−07* | 7.82E−08*** | 5.82E−08*** | 0.000591* | 0.019317*** | 0.000145* | |
(0.003082) | (1.62E−06) | (9.93E−06) | (7.16E−08) | (1.43E−08) | (4.71E−09) | (0.000341) | (0.004156) | (8.41E−05) | ||
Obs | 1016 | 522 | 393 | 313 | 574 | 739 | 764 | 365 | 561 | 552 |
Countries | 78 | 52 | 44 | 41 | 65 | 63 | 66 | 53 | 58 | 63 |
Number instruments/Number cross section ratio | 0.782 | 0.942 | 0.977 | 0.951 | 0.554 | . | 0.788 | 0.849 | 0.776 | 0.952 |
Prob J | 0.160384 | 0.243426 | 0.464088 | 0.395213 | 0.775799 | 0.295057 | 0.250042 | 0.384297 | 0.131712 | 0.557639 |
AR(1) | − 0.420420 | − 0.385865 | − 0.408203 | − 0.342694 | − 0.382980 | − 0.436203 | − 0.431961 | − 0.472342 | − 0.419081 | − 0.387167 |
P-value | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
AR(2) | − 0.052266 | − 0.087823 | − 0.070758 | 0.011518 | − 0.050546 | − 0.040913 | − 0.063828 | − 0.063828 | − 0.006831 | − 0.057561 |
P-value | 0.1607 | 0.1020 | 0.2742 | 0.8676 | 0.3325 | 0.3331 | 0.1354 | 0.5872 | 0.8925 | 0.2476 |