Evaluation of relative R&D-led growth with specific reference to heterogeneous time-varying R&D decision : a novel approach
The relationship between R&D expenditures and firm growth is examined for a cross-country firm-level dataset for the EU countries in the period from 1989 to 2019. A panel dynamic average treatment effect is estimated using a panel time-varying dynamic difference-in-differences model. The methodo...
Ausführliche Beschreibung
Autor*in: |
Doruk, Ömer Tuğsal [verfasserIn] |
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Format: |
E-Artikel |
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Sprache: |
Englisch |
Erschienen: |
2023 |
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Rechteinformationen: |
Open Access Namensnennung - Nicht kommerziell - Keine Bearbeitungen 4.0 International ; CC BY-NC-ND 4.0 |
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Schlagwörter: |
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Übergeordnetes Werk: |
Enthalten in: Prague economic papers - Prague : Faculty of Finance and Accounting of the Prague University of Economics and Business, 1996, 32(2023), 3, Seite 273-291 |
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Übergeordnetes Werk: |
volume:32 ; year:2023 ; number:3 ; pages:273-291 |
Links: |
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DOI / URN: |
10.18267/j.pep.832 |
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Katalog-ID: |
1886278474 |
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10.18267/j.pep.832 doi (DE-627)1886278474 (DE-599)KXP1886278474 DE-627 ger DE-627 rda eng L25 L29 O00 jelc Doruk, Ömer Tuğsal verfasserin (DE-588)1185195432 (DE-627)166454786X aut Evaluation of relative R&D-led growth with specific reference to heterogeneous time-varying R&D decision a novel approach Ömer Tuğsal Doruk 2023 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier DE-206 Open Access Controlled Vocabulary for Access Rights http://purl.org/coar/access_right/c_abf2 The relationship between R&D expenditures and firm growth is examined for a cross-country firm-level dataset for the EU countries in the period from 1989 to 2019. A panel dynamic average treatment effect is estimated using a panel time-varying dynamic difference-in-differences model. The methodology can be counted as novel. The results show a positive and significant relationship between R&D and firm growth within the first five years of R&D investment in the 22 EU countries, over 700 firms and 30 years. The main novelty of the present study comes from examining the time-varying effect of R&D expenditures on firm growth for manufacturing firms in EU countries. DE-206 Namensnennung - Nicht kommerziell - Keine Bearbeitungen 4.0 International CC BY-NC-ND 4.0 cc https://creativecommons.org/licenses/by-nc-nd/4.0/ firm growth (dpeaa)DE-206 EU countries (dpeaa)DE-206 time-varying R&D-led growth (dpeaa)DE-206 dynamic time-varying difference in differences (dpeaa)DE-206 Enthalten in Prague economic papers Prague : Faculty of Finance and Accounting of the Prague University of Economics and Business, 1996 32(2023), 3, Seite 273-291 Online-Ressource (DE-627)644282444 (DE-600)2589037-2 (DE-576)336142757 2336-730X nnns volume:32 year:2023 number:3 pages:273-291 https://pep.vse.cz/pdfs/pep/2023/03/03.pdf Verlag kostenfrei https://doi.org/10.18267/j.pep.832 Resolving-System kostenfrei GBV_USEFLAG_U GBV_ILN_26 ISIL_DE-206 SYSFLAG_1 GBV_KXP GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_161 GBV_ILN_206 GBV_ILN_213 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_602 GBV_ILN_2014 GBV_ILN_2863 GBV_ILN_4012 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4326 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4700 GBV_ILN_2403 GBV_ILN_2403 ISIL_DE-LFER AR 32 2023 3 273-291 26 01 0206 4513563591 x1z 19-04-24 2403 01 DE-LFER 4521188966 00 --%%-- --%%-- n --%%-- l01 07-05-24 2403 01 DE-LFER https://doi.org/10.18267/j.pep.832 2403 01 DE-LFER https://pep.vse.cz/pdfs/pep/2023/03/03.pdf |
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10.18267/j.pep.832 doi (DE-627)1886278474 (DE-599)KXP1886278474 DE-627 ger DE-627 rda eng L25 L29 O00 jelc Doruk, Ömer Tuğsal verfasserin (DE-588)1185195432 (DE-627)166454786X aut Evaluation of relative R&D-led growth with specific reference to heterogeneous time-varying R&D decision a novel approach Ömer Tuğsal Doruk 2023 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier DE-206 Open Access Controlled Vocabulary for Access Rights http://purl.org/coar/access_right/c_abf2 The relationship between R&D expenditures and firm growth is examined for a cross-country firm-level dataset for the EU countries in the period from 1989 to 2019. A panel dynamic average treatment effect is estimated using a panel time-varying dynamic difference-in-differences model. The methodology can be counted as novel. The results show a positive and significant relationship between R&D and firm growth within the first five years of R&D investment in the 22 EU countries, over 700 firms and 30 years. The main novelty of the present study comes from examining the time-varying effect of R&D expenditures on firm growth for manufacturing firms in EU countries. DE-206 Namensnennung - Nicht kommerziell - Keine Bearbeitungen 4.0 International CC BY-NC-ND 4.0 cc https://creativecommons.org/licenses/by-nc-nd/4.0/ firm growth (dpeaa)DE-206 EU countries (dpeaa)DE-206 time-varying R&D-led growth (dpeaa)DE-206 dynamic time-varying difference in differences (dpeaa)DE-206 Enthalten in Prague economic papers Prague : Faculty of Finance and Accounting of the Prague University of Economics and Business, 1996 32(2023), 3, Seite 273-291 Online-Ressource (DE-627)644282444 (DE-600)2589037-2 (DE-576)336142757 2336-730X nnns volume:32 year:2023 number:3 pages:273-291 https://pep.vse.cz/pdfs/pep/2023/03/03.pdf Verlag kostenfrei https://doi.org/10.18267/j.pep.832 Resolving-System kostenfrei GBV_USEFLAG_U GBV_ILN_26 ISIL_DE-206 SYSFLAG_1 GBV_KXP GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_161 GBV_ILN_206 GBV_ILN_213 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_602 GBV_ILN_2014 GBV_ILN_2863 GBV_ILN_4012 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4326 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4700 GBV_ILN_2403 GBV_ILN_2403 ISIL_DE-LFER AR 32 2023 3 273-291 26 01 0206 4513563591 x1z 19-04-24 2403 01 DE-LFER 4521188966 00 --%%-- --%%-- n --%%-- l01 07-05-24 2403 01 DE-LFER https://doi.org/10.18267/j.pep.832 2403 01 DE-LFER https://pep.vse.cz/pdfs/pep/2023/03/03.pdf |
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10.18267/j.pep.832 doi (DE-627)1886278474 (DE-599)KXP1886278474 DE-627 ger DE-627 rda eng L25 L29 O00 jelc Doruk, Ömer Tuğsal verfasserin (DE-588)1185195432 (DE-627)166454786X aut Evaluation of relative R&D-led growth with specific reference to heterogeneous time-varying R&D decision a novel approach Ömer Tuğsal Doruk 2023 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier DE-206 Open Access Controlled Vocabulary for Access Rights http://purl.org/coar/access_right/c_abf2 The relationship between R&D expenditures and firm growth is examined for a cross-country firm-level dataset for the EU countries in the period from 1989 to 2019. A panel dynamic average treatment effect is estimated using a panel time-varying dynamic difference-in-differences model. The methodology can be counted as novel. The results show a positive and significant relationship between R&D and firm growth within the first five years of R&D investment in the 22 EU countries, over 700 firms and 30 years. The main novelty of the present study comes from examining the time-varying effect of R&D expenditures on firm growth for manufacturing firms in EU countries. DE-206 Namensnennung - Nicht kommerziell - Keine Bearbeitungen 4.0 International CC BY-NC-ND 4.0 cc https://creativecommons.org/licenses/by-nc-nd/4.0/ firm growth (dpeaa)DE-206 EU countries (dpeaa)DE-206 time-varying R&D-led growth (dpeaa)DE-206 dynamic time-varying difference in differences (dpeaa)DE-206 Enthalten in Prague economic papers Prague : Faculty of Finance and Accounting of the Prague University of Economics and Business, 1996 32(2023), 3, Seite 273-291 Online-Ressource (DE-627)644282444 (DE-600)2589037-2 (DE-576)336142757 2336-730X nnns volume:32 year:2023 number:3 pages:273-291 https://pep.vse.cz/pdfs/pep/2023/03/03.pdf Verlag kostenfrei https://doi.org/10.18267/j.pep.832 Resolving-System kostenfrei GBV_USEFLAG_U GBV_ILN_26 ISIL_DE-206 SYSFLAG_1 GBV_KXP GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_161 GBV_ILN_206 GBV_ILN_213 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_602 GBV_ILN_2014 GBV_ILN_2863 GBV_ILN_4012 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4326 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4700 GBV_ILN_2403 GBV_ILN_2403 ISIL_DE-LFER AR 32 2023 3 273-291 26 01 0206 4513563591 x1z 19-04-24 2403 01 DE-LFER 4521188966 00 --%%-- --%%-- n --%%-- l01 07-05-24 2403 01 DE-LFER https://doi.org/10.18267/j.pep.832 2403 01 DE-LFER https://pep.vse.cz/pdfs/pep/2023/03/03.pdf |
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10.18267/j.pep.832 doi (DE-627)1886278474 (DE-599)KXP1886278474 DE-627 ger DE-627 rda eng L25 L29 O00 jelc Doruk, Ömer Tuğsal verfasserin (DE-588)1185195432 (DE-627)166454786X aut Evaluation of relative R&D-led growth with specific reference to heterogeneous time-varying R&D decision a novel approach Ömer Tuğsal Doruk 2023 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier DE-206 Open Access Controlled Vocabulary for Access Rights http://purl.org/coar/access_right/c_abf2 The relationship between R&D expenditures and firm growth is examined for a cross-country firm-level dataset for the EU countries in the period from 1989 to 2019. A panel dynamic average treatment effect is estimated using a panel time-varying dynamic difference-in-differences model. The methodology can be counted as novel. The results show a positive and significant relationship between R&D and firm growth within the first five years of R&D investment in the 22 EU countries, over 700 firms and 30 years. The main novelty of the present study comes from examining the time-varying effect of R&D expenditures on firm growth for manufacturing firms in EU countries. DE-206 Namensnennung - Nicht kommerziell - Keine Bearbeitungen 4.0 International CC BY-NC-ND 4.0 cc https://creativecommons.org/licenses/by-nc-nd/4.0/ firm growth (dpeaa)DE-206 EU countries (dpeaa)DE-206 time-varying R&D-led growth (dpeaa)DE-206 dynamic time-varying difference in differences (dpeaa)DE-206 Enthalten in Prague economic papers Prague : Faculty of Finance and Accounting of the Prague University of Economics and Business, 1996 32(2023), 3, Seite 273-291 Online-Ressource (DE-627)644282444 (DE-600)2589037-2 (DE-576)336142757 2336-730X nnns volume:32 year:2023 number:3 pages:273-291 https://pep.vse.cz/pdfs/pep/2023/03/03.pdf Verlag kostenfrei https://doi.org/10.18267/j.pep.832 Resolving-System kostenfrei GBV_USEFLAG_U GBV_ILN_26 ISIL_DE-206 SYSFLAG_1 GBV_KXP GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_161 GBV_ILN_206 GBV_ILN_213 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_602 GBV_ILN_2014 GBV_ILN_2863 GBV_ILN_4012 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4326 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4700 GBV_ILN_2403 GBV_ILN_2403 ISIL_DE-LFER AR 32 2023 3 273-291 26 01 0206 4513563591 x1z 19-04-24 2403 01 DE-LFER 4521188966 00 --%%-- --%%-- n --%%-- l01 07-05-24 2403 01 DE-LFER https://doi.org/10.18267/j.pep.832 2403 01 DE-LFER https://pep.vse.cz/pdfs/pep/2023/03/03.pdf |
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10.18267/j.pep.832 doi (DE-627)1886278474 (DE-599)KXP1886278474 DE-627 ger DE-627 rda eng L25 L29 O00 jelc Doruk, Ömer Tuğsal verfasserin (DE-588)1185195432 (DE-627)166454786X aut Evaluation of relative R&D-led growth with specific reference to heterogeneous time-varying R&D decision a novel approach Ömer Tuğsal Doruk 2023 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier DE-206 Open Access Controlled Vocabulary for Access Rights http://purl.org/coar/access_right/c_abf2 The relationship between R&D expenditures and firm growth is examined for a cross-country firm-level dataset for the EU countries in the period from 1989 to 2019. A panel dynamic average treatment effect is estimated using a panel time-varying dynamic difference-in-differences model. The methodology can be counted as novel. The results show a positive and significant relationship between R&D and firm growth within the first five years of R&D investment in the 22 EU countries, over 700 firms and 30 years. The main novelty of the present study comes from examining the time-varying effect of R&D expenditures on firm growth for manufacturing firms in EU countries. DE-206 Namensnennung - Nicht kommerziell - Keine Bearbeitungen 4.0 International CC BY-NC-ND 4.0 cc https://creativecommons.org/licenses/by-nc-nd/4.0/ firm growth (dpeaa)DE-206 EU countries (dpeaa)DE-206 time-varying R&D-led growth (dpeaa)DE-206 dynamic time-varying difference in differences (dpeaa)DE-206 Enthalten in Prague economic papers Prague : Faculty of Finance and Accounting of the Prague University of Economics and Business, 1996 32(2023), 3, Seite 273-291 Online-Ressource (DE-627)644282444 (DE-600)2589037-2 (DE-576)336142757 2336-730X nnns volume:32 year:2023 number:3 pages:273-291 https://pep.vse.cz/pdfs/pep/2023/03/03.pdf Verlag kostenfrei https://doi.org/10.18267/j.pep.832 Resolving-System kostenfrei GBV_USEFLAG_U GBV_ILN_26 ISIL_DE-206 SYSFLAG_1 GBV_KXP GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_161 GBV_ILN_206 GBV_ILN_213 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_602 GBV_ILN_2014 GBV_ILN_2863 GBV_ILN_4012 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4326 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4700 GBV_ILN_2403 GBV_ILN_2403 ISIL_DE-LFER AR 32 2023 3 273-291 26 01 0206 4513563591 x1z 19-04-24 2403 01 DE-LFER 4521188966 00 --%%-- --%%-- n --%%-- l01 07-05-24 2403 01 DE-LFER https://doi.org/10.18267/j.pep.832 2403 01 DE-LFER https://pep.vse.cz/pdfs/pep/2023/03/03.pdf |
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evaluation of relative r&d-led growth with specific reference to heterogeneous time-varying r&d decisiona novel approach |
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Evaluation of relative R&D-led growth with specific reference to heterogeneous time-varying R&D decision a novel approach |
abstract |
The relationship between R&D expenditures and firm growth is examined for a cross-country firm-level dataset for the EU countries in the period from 1989 to 2019. A panel dynamic average treatment effect is estimated using a panel time-varying dynamic difference-in-differences model. The methodology can be counted as novel. The results show a positive and significant relationship between R&D and firm growth within the first five years of R&D investment in the 22 EU countries, over 700 firms and 30 years. The main novelty of the present study comes from examining the time-varying effect of R&D expenditures on firm growth for manufacturing firms in EU countries. |
abstractGer |
The relationship between R&D expenditures and firm growth is examined for a cross-country firm-level dataset for the EU countries in the period from 1989 to 2019. A panel dynamic average treatment effect is estimated using a panel time-varying dynamic difference-in-differences model. The methodology can be counted as novel. The results show a positive and significant relationship between R&D and firm growth within the first five years of R&D investment in the 22 EU countries, over 700 firms and 30 years. The main novelty of the present study comes from examining the time-varying effect of R&D expenditures on firm growth for manufacturing firms in EU countries. |
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The relationship between R&D expenditures and firm growth is examined for a cross-country firm-level dataset for the EU countries in the period from 1989 to 2019. A panel dynamic average treatment effect is estimated using a panel time-varying dynamic difference-in-differences model. The methodology can be counted as novel. The results show a positive and significant relationship between R&D and firm growth within the first five years of R&D investment in the 22 EU countries, over 700 firms and 30 years. The main novelty of the present study comes from examining the time-varying effect of R&D expenditures on firm growth for manufacturing firms in EU countries. |
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Evaluation of relative R&D-led growth with specific reference to heterogeneous time-varying R&D decision |
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<?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>01000naa a2200265 4500</leader><controlfield tag="001">1886278474</controlfield><controlfield tag="003">DE-627</controlfield><controlfield tag="005">20240419104003.0</controlfield><controlfield tag="007">cr uuu---uuuuu</controlfield><controlfield tag="008">240419s2023 xx |||||o 00| ||eng c</controlfield><datafield tag="024" ind1="7" ind2=" "><subfield code="a">10.18267/j.pep.832</subfield><subfield code="2">doi</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-627)1886278474</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)KXP1886278474</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-627</subfield><subfield code="b">ger</subfield><subfield code="c">DE-627</subfield><subfield code="e">rda</subfield></datafield><datafield tag="041" ind1=" " ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">L25</subfield><subfield code="a">L29</subfield><subfield code="a">O00</subfield><subfield code="2">jelc</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Doruk, Ömer Tuğsal</subfield><subfield code="e">verfasserin</subfield><subfield code="0">(DE-588)1185195432</subfield><subfield code="0">(DE-627)166454786X</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Evaluation of relative R&D-led growth with specific reference to heterogeneous time-varying R&D decision</subfield><subfield code="b">a novel approach</subfield><subfield code="c">Ömer Tuğsal Doruk</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="c">2023</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="a">Text</subfield><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="a">Computermedien</subfield><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="a">Online-Ressource</subfield><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="506" ind1="0" ind2=" "><subfield code="q">DE-206</subfield><subfield code="a">Open Access</subfield><subfield code="e">Controlled Vocabulary for Access Rights</subfield><subfield code="u">http://purl.org/coar/access_right/c_abf2</subfield></datafield><datafield tag="520" ind1=" " ind2=" "><subfield code="a">The relationship between R&D expenditures and firm growth is examined for a cross-country firm-level dataset for the EU countries in the period from 1989 to 2019. 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