The patent landscape of the ELAt Regions
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1 The patent landscape of the ELAt Regions EINDHOVEN Alberto Peretti, University of Pisa Elisa Van Den Bosch, KU Leuven Jan Demol, KU Leuven Xiaoyan Song, Ecoom, KU Leuven Prof. Bart Van Looy, KU Leuven (Faculty of Economics & Business; Department MSI)
2 Content Stylized Facts & Figures (Technology) Overall Ranking ELAT regions ( ) Texture & Main players Profile (Specialization Relative strengths) Collaboration patterns Conclusions
3 Data EPO Applications Time period: /2012 Allocation (to regions): based on inventor and/or applicant Total numbers versus Normalized figures (per capita) Specialization profiles: based on ISI FhG Technology classification (n= 35) RTA indices Collaboration: Salton measure (and absolute measures) EU27: Nuts2 Regions (Total: 322) with visible patent activity: 265 (hence: Top 25 ~ Pc. 90)
4 Overall Ranking (Absolute:1/2) Rank CAPITA Île de France Île de France Île de France Île de France Île de France ,00 2 Düsseldorf Darmstadt Oberbayern Stuttgart Stuttgart ,00 3 Darmstadt Düsseldorf Stuttgart Oberbayern Oberbayern ,00 4 Oberbayern Oberbayern Darmstadt Karlsruhe Karlsruhe ,00 5 Köln Stuttgart Düsseldorf Darmstadt Düsseldorf ,00 6 Stuttgart Köln Köln Köln Darmstadt ,00 7 Karlsruhe Karlsruhe Karlsruhe Noord- Brabant Rhône- Alpes ,00 8 Rheinhessen- Pfalz Rheinhessen- Pfalz Noord- Brabant Düsseldorf Köln ,00 9 Lombardia Rhône- Alpes Rheinhessen- Pfalz Rhône- Alpes Noord- Brabant ,00 10 Rhône- Alpes Lombardia Lombardia Rheinhessen- Pfalz Lombardia ,00 11 Noord- Brabant Freiburg Rhône- Alpes Lombardia Freiburg ,00 12 Freiburg Arnsberg Freiburg Freiburg Rheinhessen- Pfalz ,00 13 Arnsberg Noord- Brabant Arnsberg Tübingen Tübingen ,00 14 Mittelfranken Tübingen Tübingen Mittelfranken Mittelfranken ,00 15 Tübingen Mittelfranken Mittelfranken Arnsberg Arnsberg ,00 16 Piemonte Stockholm Stockholm Berlin Berlin ,00 17 Münster Emilia- Romagna Helsinki- Uusimaa Stockholm Stockholm ,00 18 Berkshire, Buckinghamshire Schwaben and Oxfordshire Braunschweig Unterfranken Schwaben ,00 19 Schwaben Berkshire, Buckinghamshire Berlin and Oxfordshire Emilia- Romagna Detmold ,00 20 Zuid- Holland Münster Berkshire, Buckinghamshire Helsinki- Uusimaa and Oxfordshire Münster ,00 21 Berlin Zuid- Holland Schwaben Schwaben Emilia- Romagna ,00 22 Hannover Piemonte Emilia- Romagna Hovedstaden Helsinki- Uusimaa ,00 23 Bedfordshire and Hertfordshire Berlin Hannover Münster Unterfranken ,00 24 Emilia- Romagna East Anglia East Anglia Piemonte Hannover ,00 25 Schleswig- Holstein Unterfranken Münster Surrey, East and West Sussex Berkshire, Buckinghamshire and ,00 Oxfordshire 26 Surrey, East and West Sussex Helsinki- Uusimaa Detmold East Anglia Provence- Alpes- Côte d'azur ,00 27 Provence- Alpes- Côte d'azurhovedstaden Unterfranken Berkshire, Buckinghamshire Oberpfalz and Oxfordshire ,00 28 Stockholm Prov Antwerpen Zuid- Holland Zuid- Holland Schleswig- Holstein ,00 29 East Anglia Hamburg Hovedstaden Veneto Zuid- Holland ,00
5 Overall Ranking (Absolute 2/2) Rank CAPITA Unterfranken Surrey, East and West SussexGloucestershire, Wiltshire and Västsverige Bristol/Bath area Hovedstaden ,00 31 Outer London Hannover Schleswig- Holstein Hannover Sydsverige ,00 32 Hamburg Gloucestershire, Wiltshire and Piemonte Bristol/Bath area Detmold Veneto ,00 33 Veneto Outer London Sydsverige Hamburg Hamburg ,00 34 Koblenz Västsverige Västsverige Schleswig- Holstein East Anglia ,00 35 Braunschweig Provence- Alpes- Côte d'azursurrey, East and West SussexOberpfalz Piemonte ,00 36 Detmold Gießen Provence- Alpes- Côte d'azurprovence- Alpes- Côte d'azur Surrey, East and West Sussex ,00 37 Noord- Holland Veneto Oberpfalz Sydsverige Brandenburg ,00 38 Alsace Koblenz Hamburg Prov Antwerpen Östra Mellansverige ,00 39 Gießen Schleswig- Holstein Koblenz Alsace Alsace ,00 40 Gloucestershire, Wiltshire and Detmold Bristol/Bath area Länsi- Suomi Cataluña Gloucestershire, Wiltshire and ,00 Bristol/Bath area 41 Hovedstaden Centre (FR) Prov Vlaams- Brabant Brandenburg Cataluña ,00 42 Gelderland Sydsverige Veneto Länsi- Suomi Västsverige ,00 43 Lüneburg Noord- Holland Outer London Koblenz Bretagne ,00 44 Picardie Östra Mellansverige Alsace Braunschweig Weser- Ems ,00 45 Västsverige Alsace Bedfordshire and Hertfordshire Noord- Holland Oberfranken ,00 46 Helsinki- Uusimaa Prov Vlaams- Brabant Östra Mellansverige Gloucestershire, Wiltshire Lüneburg and Bristol/Bath area ,00 47 Prov Antwerpen Lüneburg Lüneburg Östra Mellansverige Braunschweig ,00 48 Centre (FR) Bedfordshire and Hertfordshire Hampshire and Isle of WightGelderland Prov Vlaams- Brabant ,00 49 Bourgogne Oberfranken Noord- Holland Inner London Thüringen ,00 50 Prov Vlaams- Brabant Hampshire and Isle of WightOberfranken Midi- Pyrénées Midi- Pyrénées ,00 51 Östra Mellansverige Gelderland Prov Antwerpen Gießen Oberösterreich ,00 52 Weser- Ems Wien Gießen Bretagne Koblenz ,00 53 Lazio Braunschweig Centre (FR) Lüneburg Prov Antwerpen ,00 54 Hampshire and Isle of WightPicardie Inner London Weser- Ems Niederbayern ,00 55 Lorraine Cataluña Gelderland Hampshire and Isle of Wight Noord- Holland ,00 56 Oberösterreich Cheshire Weser- Ems Prov Vlaams- Brabant Dresden ,00 57 Sydsverige Lorraine Dresden Oberfranken Inner London ,00 58 Oberfranken Midi- Pyrénées Niederbayern Wien Gelderland ,00 59 Wien Etelä- Suomi Essex Prov Oost- Vlaanderen Midtjylland ,00
6 Relative ranking Rank CAPITA Rheinhessen- PfalzRheinhessen- Pfalz Oberbayern Karlsruhe Karlsruhe 2,751,907 2 Darmstadt Darmstadt Prov Brabant Wallon Noord- Brabant Stuttgart 4,016,012 3 Karlsruhe Karlsruhe Stuttgart Stuttgart Vorarlberg 370,926 4 Oberbayern Stuttgart Noord- Brabant Rheinhessen- Pfalz Mittelfranken 1,719,494 5 Stuttgart Oberbayern Rheinhessen- Pfalz Tübingen Tübingen 1,811,202 6 Noord- Brabant Tübingen Karlsruhe Oberbayern Oberbayern 4,430,706 7 Mittelfranken Köln Helsinki- Uusimaa Freiburg Rheinhessen- Pfalz 2,008,840 8 Köln Mittelfranken Darmstadt Mittelfranken Freiburg 2,207,106 9 Düsseldorf Freiburg Tübingen Unterfranken Noord- Brabant 2,463, Freiburg Stockholm Freiburg Darmstadt Oberpfalz 1,081, Tübingen Düsseldorf Mittelfranken Helsinki- Uusimaa Unterfranken 1,314, Île de France Unterfranken Stockholm Prov Brabant Wallon Darmstadt 3,835, Schwaben Helsinki- Uusimaa Braunschweig Oberpfalz Prov Brabant Wallon 386, Gießen Prov Brabant Wallon Köln Vorarlberg Schwaben 1,789, Bedfordshire and Hertfordshire Noord- Brabant Unterfranken Köln Stockholm 2,091, Unterfranken Schwaben Oberpfalz Schwaben Helsinki- Uusimaa 1,549, Berkshire, Buckinghamshire Gießen and Oxfordshire Prov Vlaams- Brabant Stockholm Sydsverige 1,405, Rhône- Alpes Île de France Schwaben Sydsverige Oberfranken 1,067, Koblenz Prov Vlaams- Brabant Sydsverige Gießen Köln 4,407, Vorarlberg Prov Antwerpen Düsseldorf Prov Vlaams- Brabant Detmold 2,034, Prov Vlaams- Brabant Berkshire, Buckinghamshire Vorarlberg and Oxfordshire Düsseldorf Prov Vlaams- Brabant 1,097, Stockholm Vorarlberg Berkshire, Buckinghamshire Oberfranken and Oxfordshire Düsseldorf 5,157, Münster Hamburg Gießen Länsi- Suomi Hovedstaden 1,714, Prov Brabant WallonSydsverige Oberfranken Västsverige Östra Mellansverige 1,578, Arnsberg Rhône- Alpes Länsi- Suomi Hamburg Niederbayern 1,192,543
7 ELAT Texture Europe COMPANY 85.2% 85.2% 85.6% GOV NON- PROFIT 3.1% 2.7% 3.9% INDIVIDUAL 11.3% 10.6% 7.3% UNIVERSITY 0.4% 1.4% 3.1% Top 25 COMPANY 87.6% 88.3% 88.7% GOV NON- PROFIT 3.8% 3.7% 4.9% INDIVIDUAL 8.5% 7.8% 5.1% UNIVERSITY 0.1% 0.3% 1.3% ELAT (3) COMPANY 93.0% 89.6% 89.2% GOV NON- PROFIT 2.2% 2.7% 3.1% INDIVIDUAL 4.8% 5.9% 3.8% UNIVERSITY 0.1% 1.7% 3.9% Ratio ELAT/Top25 COMPANY GOV NON- PROFIT INDIVIDUAL UNIVERSITY
8 Elat Texture: Different profiles BE24 COMPANY 68% 55% 48% 53% 60% GOV NON- PROFIT 5% 5% 2% 0% 0% INDIVIDUAL 22% 14% 6% 4% 2% UNIVERSITY 5% 27% 43% 43% 38% DEA2 COMPANY 90% 89% 83% 78% 82% GOV NON- PROFIT 4% 3% 6% 11% 7% INDIVIDUAL 6% 8% 11% 10% 8% UNIVERSITY 0% 0% 0% 1% 3% NL41 COMPANY 98% 98% 98% 98% 98% GOV NON- PROFIT 0% 0% 0% 0% 1% INDIVIDUAL 2% 3% 2% 1% 1% UNIVERSITY 0% 0% 0% 0% 0%
9 Top Applicants Vlaams-Brabant (Inventors) RANK PUBLN_AUTH ELAT NUTS2 Name PAT_CNT 1 EP ELAT BE24 IMEC (INTERUNIVERSITY MICROELECTRONICS CENTRE) EP ELAT BE24 ELECTROLUX HOME PRODUCTS CORPORATION EP ELAT BE24 KATHOLIEKE UNIVERSITEIT LEUVEN EP ELAT BE24 TYCO ELECTRONICS RAYCHEM EP ELAT BE24 RAYCHEM CORPORATION 89 6 EP ELAT BE24 PURATOS 56 7 EP ELAT BE24 PROTON WORLD INTERNATIONAL 39 8 EP ELAT BE24 VAILLANT 37 9 EP ELAT BE24 STMICROELECTRONICS EP ELAT BE24 LIFE SCIENCES RESEARCH PARTNERS EP ELAT BE24 REDCO EP ELAT BE24 AMCOR FLEXIBLES TRANSPAC EP ELAT BE24 SONY SERVICE CENTRE (EUROPE) EP ELAT BE24 BAYER CROPSCIENCE EP ELAT BE24 OPTION EP ELAT BE24 INBEV EP ELAT BE24 MATERIALISE EP ELAT BE24 ICOS VISION SYSTEMS EP ELAT BE24 PLAKABETON EP ELAT BE24 D. COLLEN RESEARCH FOUNDATION EP ELAT BE24 REGA STICHTING VZW EP ELAT BE24 THROMBOGENICS EP ELAT BE24 MATERIALISE DENTAL 10
10 Top Applicants Noord-Brabant 1 EP ELAT NL41 PHILIPS ELECTRONICS EP ELAT NL41 NXP SEMICONDUCTORS EP ELAT NL41 ASML NETHERLANDS EP ELAT NL41 SABIC INNOVATIVE PLASTICS IP EP ELAT NL41 BERG ELECTRONICS MANUFACTURING EP ELAT NL41 INTERVET INTERNATIONAL EP ELAT NL41 ORGANON EP ELAT NL41 ASML HOLDING EP ELAT NL41 WHIRLPOOL EUROPE EP ELAT NL41 VAN DOORNE'S TRANSMISSIE EP ELAT NL41 FUJIFILM MANUFACTURING EUROPE EP ELAT NL41 STORK PMT EP ELAT NL41 FUJIFILM CORPORATION EP ELAT NL41 STICHTING DUTCH POLYMER INSTITUTE EP ELAT NL41 TYCO ELECTRONICS NEDERLAND EP ELAT NL41 EINDHOVEN UNIVERSITY OF TECHNOLOGY EP ELAT NL41 IMEC (INTERUNIVERSITY MICROELECTRONICS CENTRE) EP ELAT NL41 ASML MASKTOOLS EP ELAT NL41 VANDERLANDE INDUSTRIES NEDERLAND EP ELAT NL41 PAMGENE EP ELAT NL41 POLYMER VISION EP ELAT NL41 OTB GROUP 45
11 Top Applicants Köln 1 EP ELAT DEA2 BAYER EP ELAT DEA2 BAYER MATERIALSCIENCE EP ELAT DEA2 DEUTSCHE TELEKOM EP ELAT DEA2 FORD- WERKE EP ELAT DEA2 FORSCHUNGSZENTRUM JUELICH EP ELAT DEA2 LANXESS DEUTSCHLAND EP ELAT DEA2 DEUTSCHES ZENTRUM FUER LUFT- UND RAUMFAHRT EP ELAT DEA2 BAYER HEALTHCARE EP ELAT DEA2 BASELL POLYOLEFINE EP ELAT DEA2 GRUENENTHAL EP ELAT DEA2 EMITEC EP ELAT DEA2 PHILIPS INTELLECTUAL PROPERTY & STANDARDS EP ELAT DEA2 AGFA- GEVAERT EP ELAT DEA2 JOHNSON CONTROLS EP ELAT DEA2 DEUTSCHE POST EP ELAT DEA2 MOELLER EP ELAT DEA2 BAYER TECHNOLOGY SERVICES EP ELAT DEA2 T- MOBILE DEUTSCHLAND EP ELAT DEA2 BPW BERGISCHE ACHSEN EP ELAT DEA2 DEUTZ 133
12 Specialization Patterns RTA regions BE24 DEA2 NL41 1 Electrical machinery, 11 Analysis of biological 21 Surface technology, coating 31 Mechanical elements apparatus, energy materials 2 Audio- visual technology 12 Control 22 Micro- structure and nano- 32 Transport technology 3 Telecommunications 13 Medical technology 23 Chemical engineering 33 Furniture, games 4 Digital communication 14 Organic fine chemistry 24 Environmental technology 34 Other consumer goods 5 Basic communication 15 Biotechnology 25 Handling 35 Civil engineering processes 6 Computer technology 16 Pharmaceuticals 26 Machine tools 7 IT methods for management 17 Macromolecular chemistry, 27 Engines, pumps, turbines polymers 8 Semiconductors 18 Food chemistry 28 Textile and paper machines 9 Optics 19 Basic materials chemistry 29 Other special machines 10 Measurement 20 Materials, metallurgy 30 Thermal processes and apparatus
13 Specialization Patterns RTA regions 4,5 4 3,5 3 2,5 2 1,5 1 0, BE24 DEA2 NL41 1 Electrical machinery, 11 Analysis of biological 21 Surface technology, coating 31 Mechanical elements apparatus, energy materials 2 Audio- visual technology 12 Control 22 Micro- structure and nano- 32 Transport technology 3 Telecommunications 13 Medical technology 23 Chemical engineering 33 Furniture, games 4 Digital communication 14 Organic fine chemistry 24 Environmental technology 34 Other consumer goods 5 Basic communication 15 Biotechnology 25 Handling 35 Civil engineering processes 6 Computer technology 16 Pharmaceuticals 26 Machine tools 7 IT methods for management 17 Macromolecular chemistry, 27 Engines, pumps, turbines polymers 8 Semiconductors 18 Food chemistry 28 Textile and paper machines 9 Optics 19 Basic materials chemistry 29 Other special machines 10 Measurement 20 Materials, metallurgy 30 Thermal processes and apparatus
14 Specialization Patterns RTA regions BE22 BE24 BE33 DEA2 NL41 NL42 1 Electrical machinery, 11 Analysis of biological 21 Surface technology, coating 31 Mechanical elements apparatus, energy materials 2 Audio- visual technology 12 Control 22 Micro- structure and nano- 32 Transport technology 3 Telecommunications 13 Medical technology 23 Chemical engineering 33 Furniture, games 4 Digital communication 14 Organic fine chemistry 24 Environmental technology 34 Other consumer goods 5 Basic communication 15 Biotechnology 25 Handling 35 Civil engineering processes 6 Computer technology 16 Pharmaceuticals 26 Machine tools 7 IT methods for management 17 Macromolecular chemistry, 27 Engines, pumps, turbines polymers 8 Semiconductors 18 Food chemistry 28 Textile and paper machines 9 Optics 19 Basic materials chemistry 29 Other special machines 10 Measurement 20 Materials, metallurgy 30 Thermal processes and apparatus
15 Specialization Patterns RTA regions BE22 BE24 BE33 DEA2 NL41 NL42 1 Electrical machinery, 11 Analysis of biological 21 Surface technology, coating 31 Mechanical elements apparatus, energy materials 2 Audio- visual technology 12 Control 22 Micro- structure and nano- 32 Transport technology 3 Telecommunications 13 Medical technology 23 Chemical engineering 33 Furniture, games 4 Digital communication 14 Organic fine chemistry 24 Environmental technology 34 Other consumer goods 5 Basic communication 15 Biotechnology 25 Handling 35 Civil engineering processes 6 Computer technology 16 Pharmaceuticals 26 Machine tools 7 IT methods for management 17 Macromolecular chemistry, 27 Engines, pumps, turbines polymers 8 Semiconductors 18 Food chemistry 28 Textile and paper machines 9 Optics 19 Basic materials chemistry 29 Other special machines 10 Measurement 20 Materials, metallurgy 30 Thermal processes and apparatus
16 2 Audio-visual technology 5 4,5 4 DE25 3,5 3 2,5 FR52 DK01 DE24 NL41 2 UKJ2 DEG0 UKJ3 DE92 SE22 DE13 1,5 1 0,5 DE30 UKH1 FR71 UKJ1 DE14 SE11 DE11 DE21 FR10 DE12 DEA1 DEA2 DE ,5
17 9 Optics 6 5 DEG0 4 DE23 NL41 3 NL UKJ3 UKH1 DE30 BE21 UKJ1 ITC4 NL33 SE22 DE26 DE13 DEA5 FR71 DE71 DE25 DE12 DEA2 SE11 DEA1 DE21 DE
18 10 Measurement 2,5 2 DE13 1,5 1 UKJ2 NL33 DE40 UKH1 DE60 DE30 FR10 UKJ1 DE91 DE92 DE27 DE71 SE12 DE26 DE25 DE21 DE14 DE12 NL41 DE11 0,5 FR71 DEA1 DEA2 SE11 DEB
19 15 Biotechnology 7 6 BE23 5 BE31 4 NL32 NL31 DK01 NL22 3 NL33 UKH1 BE24 DE30 DE40 AT13 FR62 UKJ1 FR82 SE22 DEB3 DE21 FR71 DE71 DE13 DEA2 FR10 DE12 NL41 SE11 DEA
20 14 Organic fine chemistry UKD UKE4 BE32 NL32 DEF0 BE21 ES51 FR82 FR71 FR10 ITC4 NL42 DEA3 UKJ1 NL33 DE30 DE92 DE26 DEA5 DE21 DE60 DEA1 DEA2 BE24 DE13 BE31 DE DE12 DEB3
21 8 Semiconductors 8 7 DE DED AT22 FR71 UKJ3 AT13 DE22 BE24 DE40 UKH1 DE21 DE13 DE30 DEA2 DE71 DE27 DE14 DEB3 DE11 FR10 DE12 DEA1 NL41 DE25 DE
22 13 Medical technology 10 8 IE01 UKE2 6 4 DEG0 NL42 DK01 2 UKJ2 UKH1 DE13 ITH5 SE23 NL41 DEF0 DE30 FR71 UKJ1 SE11 DE25 DE71 DE21 DE14 DE12 ITC4 DEA2 FR10 DEB3 DEA1 DE
23 17 Macromolecular chemistry, polymers 6 5 BE ITC4 FR10 FR61 DEA3 BE23 ITH5 FR42 BE21 FR71 SE23 FI1B DE26 DE92 DE27 NL41 DE13 DE21 AT31 NL42 DEA1 DEA2 DE BE24 DE12 BE31 DEB3-1
24 23 Chemical engineering 2,5 2 BE24 NL32 DED2 DEA3 1,5 DEB3 FR71 DEA1 DEA5 DK01 DEF0 DEA2 NL33 UKH1 DE71 ITC4 DE14 ITH5 ITH3 DE13 DE21 DE11 UKJ1 DE30 FR10 NL41 DE25 SE11 1 0,5 DE
25 24 Environmental technology 3 2,5 2 NL32 DE93 BE23 DE91 AT31 SE23 BE24 1,5 FR82 FR10 DEA2 DEA1 DE11 1 ITH3 ITH5 DEA5 DEA3 FR71 UKJ1 DE71 FI1B DE21 DE25 DEB3 DE12 0,5 NL41 DE14 DE
26 Leading positions (Top 10 absolute/relative figures) for ELAT regions 2008 Köln 7 IT methods for management 21 Surface technology, coaong 25 Handling 27 Engines, pumps, turbine 28 TexOle and paper machines 29 Other special machines 31 Mechanical elements 32 Transport Noord- Brabant 1 Electrical machinery 13 Medical technology 2 Audio- visual technology 5 Basic communicaoon processes 6 Computer technology 9 OpOcs 10 Measurement 33 Furniture, games 8 Semiconductors 14 Organic fine chemistry 17 Macromolecular chemistry. polymers 19 Basic materials chemistry 20 Materials. metallurgy 22 Micro- structure and nano- technology 23 Chemical engineering 24 Environmental technology Vlaams- Brabant 15 Biotechnology FhG35 in which ELAT regions do not hold a leading posioon (yet) 3 TelecommunicaOons 4 Digital communicaoon 11 Analysis of biological materials 12 Control 16 PharmaceuOcals 18 Food chemistry 26 Machine tools 30 Thermal processes and apparatus 34 Other consumer goods 35 Civil engineering
27 Collaboration Pat count / ELAT regions BE24 DEA2 NL Pat count / ELAT regions BE24 DEA2 NL Percentage increase BE24 DEA2 NL41 BE24 72,3% 430,0% 133,3% DEA2 430,0% 21,2% 258,9% NL41 133,3% 258,9% 101,1%
28 Vlaams-Brabant Rank Region Patents 7 Île de France Oberbayern Zeeland Inner London Noord- Brabant Stuttgart Noord- Holland 14 Northumberland and 18 Tyne and Wear Düsseldorf Darmstadt Köln Karlsruhe 9 23 Hovedstaden 8 24 Luxembourg 8 26 Stockholm Rank Region Patents 7 Friuli- Venezia Giulia Mittelfranken Île de France Veneto Stuttgart Köln Düsseldorf Noord- Brabant Stockholm Southern and Eastern Lombardia Limburg (NL) Rheinhessen- Pfalz Oberbayern Karlsruhe 25
29 Köln Rank Region Patents 4 Île de France Noord- Brabant Essex Limburg (NL) Prov. Antwerpen Stockholm Lombardia Prov. Liège Gelderland Prov. Oost- Vlaanderen Emilia- Romagna 12 Berkshire, Buckinghamshire and 49 Oxfordshire Prov. Vlaams- Brabant Cataluña Picardie Rank Region Patents 3 Noord- Brabant Stockholm Limburg (NL) Rhône- Alpes Île de France Prov. Liège Prov. Vlaams- Brabant Helsinki- Uusimaa Emilia- Romagna Östra Mellansverige Wien Cataluña Gelderland Västsverige Prov. Oost- Vlaanderen 27
30 Noord-Brabant Rank Region Patents 2 Hamburg Île de France Stockholm Köln Surrey, East and West Sussex Outer London Lombardia Prov. Antwerpen Stuttgart Oberbayern Mittelfranken Prov. Oost- Vlaanderen Prov. Vlaams- Brabant Düsseldorf Prov. Limburg (BE) Rank Region Patents 2 Hamburg Köln Surrey, East and West Sussex Île de France Wien Stockholm Stuttgart Prov. Antwerpen Prov. Vlaams- Brabant Prov. Limburg (BE) Rhône- Alpes Prov. Oost- Vlaanderen Düsseldorf Oberbayern South Western Scotland 25
31 Technological Specialization: a pathway to wealth creation? Peretti, A.; Callaert, J.; Appio, F.P.; Martini, A. & Van Looy, B. Università di Pisa, DESTEC KU Leuven, MSI; ; INCENTIM; Centre for R&D Monitoring (ECOOM)
32 Technological Specialization: a pathway to wealth creation? Model 1 Model 2 Model 3 Model 4 Model 5 GERD per 2,882*** 2,922*** 2,978*** 2,953*** 2,994*** capita Patents/GERD 1419,601*** 1392,609*** 1291,849*** 1296,488*** 1195,763*** Time 579,536*** 576,027*** 564,464*** 571,216*** 559,567*** Herfindhal (H) -1348, ,379** Related Variety (RV) 548,898** 618,573** Unrelated Variety (UV) 444,174* 602,156** #Spec Fields (RTAi > 2) -146,594*** -144,596*** Intercept 12574,657*** 12698,140*** 10620,455*** 13619,854*** 10976,535*** Fixed Effects included Yes Yes Yes Yes Yes (Regions) R² 0,
33 Conclusions Strong/Top regions (EU) Broad range of domains/technologies Complementary profiles both in terms of texture & specialization patterns Adjacent regions also embody strengths/scale/ complementarities Significant increase in terms of collaboration Justified optimism to aim for the next level (The best is yet to come?)
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