Table 5.
List of HEIs in our sample
| Lp. | HEI_ID | Country |
|---|---|---|
| 1 | University of Leoben | AUT |
| 2 | Technical University of Graz | AUT |
| 3 | Technical University of Wien | AUT |
| 4 | University of Graz | AUT |
| 5 | University of Innsbruck | AUT |
| 6 | University of Klagenfurt | AUT |
| 7 | University of Linz | AUT |
| 8 | University of Salzburg | AUT |
| 9 | Federal Institute of Technology Lausann | CH |
| 10 | Federal Institutes of Technology Zurich | CH |
| 11 | University of Basel | CH |
| 12 | University of Bern | CH |
| 13 | University of Fribourg | CH |
| 14 | University of Geneva | CH |
| 15 | University of Lausanne | CH |
| 16 | University of Lugano | CH |
| 17 | University of Neuchatel | CH |
| 18 | University of St. Gallen | CH |
| 19 | University of Zurich | CH |
| 20 | Abo Akademi University | FIN |
| 21 | Helsinki School of Economics | FIN |
| 22 | University of Helsinki | FIN |
| 23 | University of Joensuu | FIN |
| 24 | University of Jyväskylä | FIN |
| 25 | University of Kuopio | FIN |
| 26 | University of Lapland | FIN |
| 27 | Lappeenranta University of Technology | FIN |
| 28 | University of Oulu | FIN |
| 29 | Tampere University of Technology | FIN |
| 30 | University of Tampere | FIN |
| 31 | Helsinki University of Technology | FIN |
| 32 | Turku School of Economics and Business Admin. | FIN |
| 33 | University of Turku | FIN |
| 34 | University of Vaasa | FIN |
| 35 | Bauhaus-University of Weimar | GER |
| 36 | Brandenburgische Technical University of Cottbus | GER |
| 37 | University of Vechta | GER |
| 38 | Humboldt-Universität Berlin | GER |
| 39 | TH Aachen | GER |
| 40 | Technical University of Bergakademie Freiberg | GER |
| 41 | Technical University of Berlin | GER |
| 42 | Technical University of Braunschweig | GER |
| 43 | Technical University of Chemnitz | GER |
| 44 | Technical University of Clausthal | GER |
| 45 | Technical University of Darmstadt | GER |
| 46 | Technical University of Dresden | GER |
| 47 | Technical University of Hamburg | GER |
| 48 | Technical University of Ilmenau | GER |
| 49 | Technical University of Kaiserslautern | GER |
| 50 | Technical University of München | GER |
| 51 | University of Augsburg | GER |
| 52 | University of Bamberg | GER |
| 53 | University of Bayreuth | GER |
| 54 | University of Bielefeld | GER |
| 55 | University of Bochum | GER |
| 56 | University of Bonn | GER |
| 57 | University of Bremen | GER |
| 58 | University of Dortmund | GER |
| 59 | University of Düsseldorf | GER |
| 60 | University of Erfurt | GER |
| 61 | University of Erlangen-Nürnberg | GER |
| 62 | University of Flensburg | GER |
| 63 | University of Frankfurt a.M. | GER |
| 64 | University of Gießen | GER |
| 65 | University of Greifswald | GER |
| 66 | University of Göttingen | GER |
| 67 | University of Halle | GER |
| 68 | University of Hamburg | GER |
| 69 | University of Hannover | GER |
| 70 | University of Heidelberg | GER |
| 71 | University of Hildesheim | GER |
| 72 | University of Hohenheim | GER |
| 73 | University of Jena | GER |
| 74 | University of Karlsruhe | GER |
| 75 | University of Kassel | GER |
| 76 | University of Kiel | GER |
| 77 | University of Koblenz-Landau | GER |
| 78 | University of Konstanz | GER |
| 79 | University of Köln | GER |
| 80 | University of Leipzig | GER |
| 81 | University of Magdeburg | GER |
| 82 | University of Mainz | GER |
| 83 | University of Mannheim | GER |
| 84 | University of Marburg | GER |
| 85 | University of Münster | GER |
| 86 | University of Oldenburg | GER |
| 87 | University of Osnabrück | GER |
| 88 | University of Paderborn | GER |
| 89 | University of Passau | GER |
| 90 | University of Potsdam | GER |
| 91 | University of Regensburg | GER |
| 92 | University of Rostock | GER |
| 93 | University of Siegen | GER |
| 94 | University of Stuttgart | GER |
| 95 | University of Trier | GER |
| 96 | University of Tübingen | GER |
| 97 | University of Ulm | GER |
| 98 | University of Wuppertal | GER |
| 99 | University of Würzburg | GER |
| 100 | University of des Saarlandes Saarbrücken | GER |
| 101 | Politechnical University of Ancona | ITA |
| 102 | University of Bari | ITA |
| 103 | Technical University of BARI | ITA |
| 104 | University of Basilicata | ITA |
| 105 | University of Bergamo | ITA |
| 106 | University of Brescia | ITA |
| 107 | University of Cagliari | ITA |
| 108 | University of Calabria | ITA |
| 109 | University of Camerino | ITA |
| 110 | University of Cassino | ITA |
| 111 | University of Catania | ITA |
| 112 | University of Catanzaro | ITA |
| 113 | University of Chieti | ITA |
| 114 | University of Ferrara | ITA |
| 115 | University of Firenze | ITA |
| 116 | University of Foggia | ITA |
| 117 | University of Genova | ITA |
| 118 | The University of Insubria | ITA |
| 119 | University of Lecce | ITA |
| 120 | The University of l’Aquila | ITA |
| 121 | University of Macerata | ITA |
| 122 | University of Messina | ITA |
| 123 | University of Milano | ITA |
| 124 | University of Milano-Bicocca | ITA |
| 125 | Politecnico Milano | ITA |
| 126 | The University of Modena | ITA |
| 127 | The University of Molise | ITA |
| 128 | The University of Napoli | ITA |
| 129 | The University of Padova | ITA |
| 130 | University of Palermo | ITA |
| 131 | University of Parma | ITA |
| 132 | University of Pavia | ITA |
| 133 | University of Perugia | ITA |
| 134 | Piemonte Orientale | ITA |
| 135 | University of Pisa | ITA |
| 136 | University of the Mediterranean | ITA |
| 137 | Roma Tre University | ITA |
| 138 | University of Rome “Tor Vergata” | ITA |
| 139 | University of Salerno | ITA |
| 140 | University of Sannio | ITA |
| 141 | University of Sassari | ITA |
| 142 | University of Siena | ITA |
| 143 | University of Teramo | ITA |
| 144 | University of Torino | ITA |
| 145 | Politecnico Torino | ITA |
| 146 | University of Trento | ITA |
| 147 | University of Trieste | ITA |
| 148 | University of Tuscia | ITA |
| 149 | University of Udine | ITA |
| 150 | University of Venezia | ITA |
| 151 | University of Verona | ITA |
| 152 | AGH Cracow | POL |
| 153 | Bialystok University of Technology | POL |
| 154 | Cracow University of Technology | POL |
| 155 | Czestochowa University of Technology | POL |
| 156 | Gdansk University of Technology | POL |
| 157 | Gliwice University of Technology | POL |
| 158 | Katowice Silesian University | POL |
| 159 | Kielce University of Technology | POL |
| 160 | Lodz University of Technology | POL |
| 161 | Lublin University | POL |
| 162 | Lublin University of Technology | POL |
| 163 | Olsztyn University | POL |
| 164 | Opole University | POL |
| 165 | Opole University of Technology | POL |
| 166 | Poznan University of Technology | POL |
| 167 | Radom University of Technology | POL |
| 168 | Rzeczow University | POL |
| 169 | Rzeszow University of Technology | POL |
| 170 | Szczecin Technical University | POL |
| 171 | Szczecin University | POL |
| 172 | Torun University | POL |
| 173 | University of Bialystok | POL |
| 174 | University of Cracow | POL |
| 175 | University of Gdańsk | POL |
| 176 | University of Lodz | POL |
| 177 | University of Poznan | POL |
| 178 | University of Warsaw | POL |
| 179 | Warsaw University of Technology | POL |
| 180 | Wroclaw University | POL |
| 181 | Wroclaw University of Technology | POL |
| 182 | Zielonogora University | POL |
| 183 | Aberystwyth University | UK |
| 184 | Anglia Ruskin University | UK |
| 185 | Aston University | UK |
| 186 | Bangor University | UK |
| 187 | Bath Spa University | UK |
| 188 | Bournemouth University | UK |
| 189 | Brunel University | UK |
| 190 | Coventry University | UK |
| 191 | Cranfield University | UK |
| 192 | De Montfort University | UK |
| 193 | Edinburgh Napier University | UK |
| 194 | Glasgow Caledonian University | UK |
| 195 | Heriot-Watt University | UK |
| 196 | Kingston University | UK |
| 197 | Leeds Metropolitan University | UK |
| 198 | Liverpool John Moores University | UK |
| 199 | Loughborough University | UK |
| 200 | Middlesex University | UK |
| 201 | Oxford Brookes University | UK |
| 202 | Queen Margaret University, Edinburgh | UK |
| 203 | Sheffield Hallam University | UK |
| 204 | Staffordshire University | UK |
| 205 | Swansea University | UK |
| 206 | The Manchester Metropolitan University | UK |
| 207 | The Nottingham Trent University | UK |
| 208 | The Queen’s University of Belfast | UK |
| 209 | The University of Aberdeen | UK |
| 210 | The University of Bath | UK |
| 211 | The University of Birmingham | UK |
| 212 | The University of Bradford | UK |
| 213 | The University of Brighton | UK |
| 214 | The University of Bristol | UK |
| 215 | The University of Central Lancashire | UK |
| 216 | The University of Dundee | UK |
| 217 | The University of East Anglia | UK |
| 218 | The University of Edinburgh | UK |
| 219 | The University of Essex | UK |
| 220 | The University of Exeter | UK |
| 221 | The University of Glasgow | UK |
| 222 | The University of Greenwich | UK |
| 223 | The University of Huddersfield | UK |
| 224 | The University of Hull | UK |
| 225 | The University of Keele | UK |
| 226 | The University of Kent | UK |
| 227 | The University of Lancaster | UK |
| 228 | The University of Leeds | UK |
| 229 | The University of Leicester | UK |
| 230 | The University of Lincoln | UK |
| 231 | The University of Liverpool | UK |
| 232 | The University of Newcastle-upon-Tyne | UK |
| 233 | The University of Nottingham | UK |
| 234 | The University of Plymouth | UK |
| 235 | The University of Portsmouth | UK |
| 236 | The University of Reading | UK |
| 237 | The University of Salford | UK |
| 238 | The University of Sheffield | UK |
| 239 | The University of Southampton | UK |
| 240 | The University of Stirling | UK |
| 241 | The University of Strathclyde | UK |
| 242 | The University of Sunderland | UK |
| 243 | The University of Surrey | UK |
| 244 | The University of Sussex | UK |
| 245 | The University of Teesside | UK |
| 246 | The University of Warwick | UK |
| 247 | The University of Westminster | UK |
| 248 | The University of Winchester | UK |
| 249 | The University of Wolverhampton | UK |
| 250 | The University of York | UK |
| 251 | University of Abertay Dundee | UK |
| 252 | University of Chester | UK |
| 253 | University of Derby | UK |
| 254 | University of Durham | UK |
| 255 | University of Glamorgan | UK |
| 256 | University of Hertfordshire | UK |
| 257 | University of Manchester | UK |
| 258 | University of Ulster | UK |
| 259 | University of the West of England, Bristol | UK |
Note The initial sample included 266 HEIs, seven (Sapienza University of Rome, The University of Cambridge, The University of Oxford, The University of Bologna, The University of Vienna, University of Munich, University of Naples Federico II) were detected as outliers and deleted from further analysis
Source Own elaboration