Descriptive statistics of idea generation and creativity stimuli variables
| Variable | % |
|---|---|
| Number of stimuli introduced | |
| No stimuli | 47.38 |
| One stimuli | 16.31 |
| Two stimuli | 16.12 |
| Three stimuli | 9.99 |
| Four stimuli | 5.83 |
| Five stimuli | 2.90 |
| Six stimuli | 1.48 |
| Type of stimuli introduced | |
| Work teams | 30.52 |
| Job rotation | 19.67 |
| Brainstorming | 40.29 |
| Training | 15.84 |
| Financial incentives | 8.6 |
| Non-financial incentives | 10.27 |
Results of multivariate probit estimation of equation (1)
| Product innovator | Process innovator | Organisational innovator | Marketing innovator | |
|---|---|---|---|---|
| Constant | -2.2215*** | -1.5317*** | -1.5105*** | -1.8570*** |
| (0.3806) | (0.2868) | (0.2878) | (0.3065) | |
| R&D | ||||
| Intramural R&D | 0.1448*** | 0.0777*** | 0.0481*** | 0.0565*** |
| (0.0094) | (0.0088) | (0.0090) | (0.0086) | |
| Extramural R&D | 0.0732*** | 0.0360*** | 0.0367*** | 0.0313*** |
| (0.0143) | (0.0128) | (0.0134) | (0.0121) | |
| Networking | ||||
| Backwards | 0.2478*** | 0.2047*** | 0.1767*** | 0.1195*** |
| (0.0543) | (0.0465) | (0.0486) | (0.0394) | |
| Forwards | 0.1701*** | 0.1398*** | 0.0636 | 0.0599 |
| (0.0633) | (0.0600) | (0.0617) | (0.0511) | |
| Horizontal | 0.1012 | 0.0916 | 0.0168 | 0.0329 |
| (0.1141) | (0.1100) | (0.1080) | (0.0900) | |
| Public | -0.0428 | -0.0972 | 0.0735 | -0.0220 |
| (0.0733) | (0.0622) | (0.0695) | (0.0558) | |
| Firm specific factors | ||||
| Employment | 0.0815*** | 0.1169*** | 0.0961*** | 0.0662*** |
| (0.0270) | (0.0249) | (0.0253) | (0.0243) | |
| Irish owned | 0.0243 | 0.0817 | 0.0019 | 0.2431*** |
| (0.0659) | (0.0608) | (0.0602) | (0.0607) | |
| Stimulating factors | ||||
| Work teams | 0.3666*** | 0.2529*** | 0.4375*** | 0.3324*** |
| (0.0713) | (0.0659) | (0.0645) | (0.0644) | |
| Job rotation | -0.0871 | 0.0549 | 0.2874*** | 0.0458 |
| (0.0733) | (0.0667) | (0.0656) | (0.0642) | |
| Brainstorming sessions | 0.2363*** | 0.2416*** | 0.4269*** | 0.4050*** |
| (0.0653) | (0.0598) | (0.0582) | (0.0584) | |
| Training | 0.0955 | 0.2559*** | 0.2929*** | 0.0472 |
| (0.0803) | (0.0742) | (0.0746) | (0.0710) | |
| Financial incentives | -0.0346 | 0.0466 | 0.0554 | 0.1017 |
| (0.1001) | (0.0933) | (0.0948) | (0.0889) | |
| Non-financial incentives | 0.1022 | 0.1272 | 0.1422 | 0.1212 |
| (0.0970) | (0.0903) | (0.0916) | (0.0857) | |
| No. Obs | 3,244 | |||
| χ2 | 1998.07 | |||
| P>χ2 | 0.0000 | |||
| Log-likelihood | -6218.90 |
Results of multivariate probit estimation of equation (2)
| Product | Process | Organisational | Marketing | |
|---|---|---|---|---|
| Constant | –2.2772 | –1.5681 | –1.5864 | –1.9235 |
| (0.3791) | (0.2889) | (0.2888) | (0.3104) | |
| R&D | ||||
| Intramural R&D | 0.1430*** | 0.0781*** | 0.0478*** | 0.558*** |
| (0.0094) | (0.0088) | (0.0090) | (0.0087) | |
| Extramural R&D | 0.0648*** | 0.0292** | 0.0302** | 0.0241** |
| (0.0143) | (0.0128) | (0.0133) | (0.0122) | |
| Networking | ||||
| Backwards | 0.6085*** | 0.6306*** | 0.4876*** | 0.4861*** |
| (0.1146) | (0.1086) | (0.1118) | (0.1024) | |
| Forwards | 0.3971*** | 0.2749** | 0.2756** | 0.0441 |
| (0.1329) | (0.1230) | (0.1280) | (0.1141) | |
| Horizontal | 0.2901 | 0.2866 | 0.1181 | 0.1674 |
| (0.1936) | (0.1784) | (0.1869) | (0.1572) | |
| Public | 0.0818 | -0.1868 | 0.0724 | 0.0224 |
| (0.1273) | (0.1151) | (0.1207) | (0.1075) | |
| Firm specific factors | ||||
| Employment | 0.0899*** | 0.1158*** | 0.1021*** | 0.0687*** |
| (0.0269) | (0.0249) | (0.0252) | (0.0243) | |
| Irish owned | -0.0086 | 0.0533 | -0.0083 | 0.2131*** |
| (0.0657) | (0.0605) | (0.0599) | (0.0602) | |
| Stimulating factors - number | ||||
| Any 1 stimulating factor | 0.3978*** | 0.4817*** | 0.6585*** | 0.4953*** |
| (0.0762) | (0.0690) | (0.0678) | (0.0690) | |
| Any 2 stimulating factors | 0.5145*** | 0.4349*** | 0.8535*** | 0.7628*** |
| (0.0787) | (0.0721) | (0.0703) | (0.0706) | |
| Any 3 stimulating factors | 0.5235*** | 0.6051*** | 1.103*** | 0.812*** |
| (0.0949) | (0.0869) | (0.0866) | (0.0846) | |
| Any 4 stimulating factors | 0.4225*** | 0.7173*** | 1.0493*** | 0.6259*** |
| (0.1215) | (0.1119) | (0.1109) | (0.1052) | |
| Any 5 stimulating factors | 0.7588*** | 1.0835*** | 1.6757*** | 0.9495*** |
| (0.1627) | (0.1600) | (0.1820) | (0.1440) | |
| Any 6 stimulating factors | 0.6495*** | 0.6439*** | 1.5143*** | 0.9496*** |
| (0.2238) | (0.2136) | (0.2346) | (0.1981) | |
| No. Obs | 3,244 | |||
| χ2 | 2131.50 | |||
| P>χ2 | 0.0000 | |||
| log-likelihood | -6166.30 |
j_ijm-2017-0005_tab_006_w2aab3b8c18b1b7b1ab2b1ab1aAa
| Variables | CIS question | Indicator type |
|---|---|---|
| Product | During the three years 2008 to 2010, did your enterprise introduce: (i) new or significantly improved | 1/0 |
| Process | During the three years 2008 to 2010, did your enterprise introduce: (i) new or significantly improved | 1/0 |
| Organisational | During the three years 2008 to 2010, did your enterprise introduce: (i) new business practices for | 1/0 |
| Marketing | During the three years 2008 to 2010, did your enterprise introduce: (i) new methods for product | 1/0 |
| Creativity | During the three years 2008 to 2010, did your enterprise use any of the following methods to | Series of six variables |
| Intramural R&D | Creative work undertaken within your enterprise to increase the stock of knowledge for developing | € per worker |
| Extramural R&D | Same activities as above, but performed by other enterprises (including other enterprises or | € per worker |
| Networking | During the three years 2008 to 2010, did your enterprise co-operate on any of your innovation | Series of four variables |
Correlation matrix of encouragement variables (full sample)
| Work teams | Job rotation | Brainstorming | Training | Financial incentives | Non-financial incentives | |
|---|---|---|---|---|---|---|
| Work teams | 1 | |||||
| Job rotation | 0.3357 | 1 | ||||
| Brainstorming | 0.5338 | 0.3035 | 1 | |||
| Training | 0.3046 | 0.3120 | 0.3527 | 1 | ||
| Financial incentives | 0.2265 | 0.1967 | 0.2479 | 0.2824 | 1 | |
| Non-financial incentives | 0.3273 | 0.2773 | 0.3041 | 0.3567 | 0.3310 | 1 |
Descriptive statistics of variables
| Variable | Statistics | sd |
|---|---|---|
| Innovation | ||
| Product (%) | 31.37 | na |
| Process (%) | 35.75 | na |
| Organisational (%) | 39.48 | na |
| Marketing (%) | 32.2 | na |
| Firm specific factors | ||
| Irish owned (%) | 73.37 | na |
| Employment (mean) | 96.22 | 381.54 |
| Networking | ||
| Backwards (%) | 12 | na |
| Forwards (%) | 9 | na |
| Horizontal (%) | 3 | na |
| Public (%) | 8 | na |
| R&D | ||
| Intramural R&D (mean) | €2236.13 | 11307.95 |
| Extramural R&D (mean) | €530.43 | 5419.8 |