Regional Knowledge Creation and R&D Collaboration in Europe: Specification of an Empirical Agent-Based Model

9 Pages Posted: 29 Sep 2019

See all articles by Martina Duenser

Martina Duenser

AIT Austrian Institute of Technology GmbH

Manfred F. Paier

AIT Austrian Institute of Technology GmbH

Astrid Unger

AIT Austrian Institute of Technology GmbH

Michael J. Barber

affiliation not provided to SSRN

Thomas Scherngell

AIT - Austrian Institute of Technology

Date Written: September 2018

Abstract

This working paper reports the current stage of development of an agent-based model (ABM) of regional knowledge creation in Europe. Building on the scientific and conceptual foundations laid out before (see Duenser et al. 2017) the paper focuses on the specifications regarding model architecture, knowledge creation processes and collaboration procedures. The novelty of the model is in the extensive use of empirical data for the initialization and the calibration of the ABM, both at the level of firms, at the level of regions and inter-regional networks, which will enable us to apply the model to real world contexts: In policy experiments the effect of external framework conditions (especially policy interventions) on the regional knowledge creation can be simulated, in order to support the ex-ante evaluation of different policy measures in the field of regional innovation. Both the theoretical foundation and the empirical foothold of the model will raise the level of its practical relevance for policymakers at regional, national and European levels.

Keywords: Regional knowledge creation, multi-regional setting, inter-organizational R&D collaboration, patents, agent-based modelling, NUTS2 regions

JEL Classification: C63, O33, R12

Suggested Citation

Duenser, Martina and Paier, Manfred F. and Unger, Astrid and Barber, Michael J. and Scherngell, Thomas, Regional Knowledge Creation and R&D Collaboration in Europe: Specification of an Empirical Agent-Based Model (September 2018). Available at SSRN: https://ssrn.com/abstract=3456085 or http://dx.doi.org/10.2139/ssrn.3456085

Martina Duenser

AIT Austrian Institute of Technology GmbH ( email )

Donau-City-Straße 1
Vienna, 1220
Austria

Manfred F. Paier (Contact Author)

AIT Austrian Institute of Technology GmbH ( email )

Giefinggasse 4
Vienna, 1210
Austria

HOME PAGE: http://www.ait.ac.at

Astrid Unger

AIT Austrian Institute of Technology GmbH ( email )

Donau-City-Straße 1
Vienna, 1220
Austria

Michael J. Barber

affiliation not provided to SSRN

Thomas Scherngell

AIT - Austrian Institute of Technology ( email )

Donau-City-Strasse 1
Vienna, 1220
Austria

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