Collaboration with External Organizations and Technological Innovations: Evidence from Spanish Manufacturing Firms
Based on the two knowledge dimensions of availability and accessibility, this study investigates the influence of cooperation with external organizations on technological, product, and process innovations. Using longitudinal data from Spanish manufacturing firms, we estimate dynamic random-effects p...
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Online Access: | https://www.mdpi.com/2071-1050/11/9/2479 |
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doaj-efa178296d4b42a0b4e7d0eebca43c072020-11-25T00:59:38ZengMDPI AGSustainability2071-10502019-04-01119247910.3390/su11092479su11092479Collaboration with External Organizations and Technological Innovations: Evidence from Spanish Manufacturing FirmsDragana Radicic0Jonathan Pinto1Department of Accountancy, Finance and Economics, University of Lincoln, Lincoln LN5 7AT, UKManagement Department, Imperial College London, London SW7 2AZ, UKBased on the two knowledge dimensions of availability and accessibility, this study investigates the influence of cooperation with external organizations on technological, product, and process innovations. Using longitudinal data from Spanish manufacturing firms, we estimate dynamic random-effects probit models and thus take into account that technological innovations exhibit persistent behavior. We find that cooperation with suppliers and universities is positively associated with both product and process innovations. However, sectoral analysis according to technological intensity reveals that cooperation with suppliers increases the propensity to technological innovation in industries with a higher degree of technological intensity, while cooperation with universities increases the likelihood of innovation in industries with a lower degree of technological intensity. Moreover, empirical results indicate a high degree of true or genuine state dependence in both types of innovations. Based on these findings, we discuss the theoretical, managerial, and policy implications of the study.https://www.mdpi.com/2071-1050/11/9/2479availability of knowledgeaccessibility of knowledgetechnological innovationSpaindynamic probit model |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Dragana Radicic Jonathan Pinto |
spellingShingle |
Dragana Radicic Jonathan Pinto Collaboration with External Organizations and Technological Innovations: Evidence from Spanish Manufacturing Firms Sustainability availability of knowledge accessibility of knowledge technological innovation Spain dynamic probit model |
author_facet |
Dragana Radicic Jonathan Pinto |
author_sort |
Dragana Radicic |
title |
Collaboration with External Organizations and Technological Innovations: Evidence from Spanish Manufacturing Firms |
title_short |
Collaboration with External Organizations and Technological Innovations: Evidence from Spanish Manufacturing Firms |
title_full |
Collaboration with External Organizations and Technological Innovations: Evidence from Spanish Manufacturing Firms |
title_fullStr |
Collaboration with External Organizations and Technological Innovations: Evidence from Spanish Manufacturing Firms |
title_full_unstemmed |
Collaboration with External Organizations and Technological Innovations: Evidence from Spanish Manufacturing Firms |
title_sort |
collaboration with external organizations and technological innovations: evidence from spanish manufacturing firms |
publisher |
MDPI AG |
series |
Sustainability |
issn |
2071-1050 |
publishDate |
2019-04-01 |
description |
Based on the two knowledge dimensions of availability and accessibility, this study investigates the influence of cooperation with external organizations on technological, product, and process innovations. Using longitudinal data from Spanish manufacturing firms, we estimate dynamic random-effects probit models and thus take into account that technological innovations exhibit persistent behavior. We find that cooperation with suppliers and universities is positively associated with both product and process innovations. However, sectoral analysis according to technological intensity reveals that cooperation with suppliers increases the propensity to technological innovation in industries with a higher degree of technological intensity, while cooperation with universities increases the likelihood of innovation in industries with a lower degree of technological intensity. Moreover, empirical results indicate a high degree of true or genuine state dependence in both types of innovations. Based on these findings, we discuss the theoretical, managerial, and policy implications of the study. |
topic |
availability of knowledge accessibility of knowledge technological innovation Spain dynamic probit model |
url |
https://www.mdpi.com/2071-1050/11/9/2479 |
work_keys_str_mv |
AT draganaradicic collaborationwithexternalorganizationsandtechnologicalinnovationsevidencefromspanishmanufacturingfirms AT jonathanpinto collaborationwithexternalorganizationsandtechnologicalinnovationsevidencefromspanishmanufacturingfirms |
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