Abstract
The aim of the paper is to perform a bibliometric analysis of the scientific literature of the European cohesion policy based on articles published in more than three decades, from 1986 to 2019. The period considered covers the main events that have characterised European policy for regions and cities, starting from the signature of the Single European Act in 1986 to the implementation of Smart Specialisation Strategy (S3) since 2014, which has been guiding investment policies in scientific research and innovation funded by cohesion policy. One of the key results concerns the exponential interest of researchers on the topic of Smart Specialisation which has the potential to monopolise the debate in the coming years, especially if it will be associated with the emerging topic of sustainability under the EU regional policies. The map** and evaluation of the literature relating to cohesion policy can represent an important point of reference to inspire future research.
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs11192-022-04585-2/MediaObjects/11192_2022_4585_Fig1_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs11192-022-04585-2/MediaObjects/11192_2022_4585_Fig2_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs11192-022-04585-2/MediaObjects/11192_2022_4585_Fig3_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs11192-022-04585-2/MediaObjects/11192_2022_4585_Fig4_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs11192-022-04585-2/MediaObjects/11192_2022_4585_Fig5_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs11192-022-04585-2/MediaObjects/11192_2022_4585_Fig6_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs11192-022-04585-2/MediaObjects/11192_2022_4585_Fig7_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs11192-022-04585-2/MediaObjects/11192_2022_4585_Fig8_HTML.png)
Similar content being viewed by others
Notes
Research and Innovation for Smart Specialisation Strategy.
For an overview on NUTS classification is useful to consult: https://ec.europa.eu/eurostat/web/nuts/background
Regulation (EU) 2021/1060 of the European Parliament and of the Council of 24 June 2021, Official Journal of the European Union L 231, 30.6.2021, p. 159–706 http://data.europa.eu/eli/reg/2021/1060/oj
In the case of excluded papers, this information on funding was present, for some reason, in the abstract.
SCIMAGO Journal & Country Rank reports alternative measurements to the IF. See https://www.scimagojr.com/.
This index is calculated as Inclusion index = #(A ∩ B)(#A;#B) and assumes value 1 when all keywords of theme B are contained in theme A.
References
Aiello, V., Reverberi, P. M., & Brasili, C. (2019). Regional diversity in experiences of cohesion policy: The cases of Emilia-Romagna and Calabria. Papers in Regional Science, 98(6), 2275–2293.
Aria, M., & Cuccurullo, C. (2017). bibliometrix: An R-tool for comprehensive science map** analysis. Journal of Informetrics, 11(4), 959–975.
Aria, M., Misuraca, M., & Spano, M. (2020). Map** the evolution of social research and data science on 30 years of social indicators research. Social Indicators Research, 149(3), 803–831.
Armstrong, H. (1985). The reform of the European-Community regional policy. Journal of Common Market Studies., 23(4), 319–343.
Bachtler, J., & McMaster, I. (2008). EU cohesion policy and the role of the regions: Investigating the influence of structural funds in the new member states. Environment and Planning C Government and Policy., 26(2), 398–427.
Bailey, D., Pitelis, C., & Tomlinson, P. R. (2020). Strategic management and regional industrial strategy: Cross-fertilization to mutual advantage. Regional Studies, 54(5), 647–659.
Becker, P. (2019). The reform of European cohesion policy or how to couple the streams successfully. Journal of European Integration, 41(2), 147–168.
Benner, M. (2022). An institutionalist perspective on smart specialization: Towards a political economy of regional innovation policy. Science and Public Policy, scac035.
Callon, M., Courtial, J. P., & Laville, F. (1991). Co-word analysis as a tool for describing the network of interactions between basic and technological research: The case of polymer chemsitry. Scientometrics, 22(1), 155–205.
Castellacci, F., Consoli, D., & Santoalha, A. (2020). The role of e-skills in technological diversification in European regions. Regional Studies, 54(8), 1123–1135.
Chen, X., Lun, Y., Yan, J., Hao, T., & Weng, H. (2019). Discovering thematic change and evolution of utilizing social media for healthcare research. BMC Medical Informatics and Decision Making. https://doi.org/10.1186/s12911-019-0757-4
Cobo, M. J., López-Herrera, A. G., Herrera-Viedma, E., & Herrera, F. (2011). An approach for detecting, quantifying, and visualizing the evolution of a research field: A practical application to the Fuzzy Sets Theory field. Journal of Informetrics, 5(1), 146–166.
Coulter, N., Monarch, I., & Konda, S. (1998). Software engineering as seen through its research literature: A study in co-word analysis. Journal of the American Society for Information Science, 49(13), 1206–1223.
Croxford, G., & e Wise, M. (1988). The European Social Fund—Retrospect and prospect. Regional Studies, 22(1), 65–68.
Croxford, G. J., Wise, M., & Chalkley, B. (1987). The reform of the European regional development fund—A preliminar assessment. Journal of Common Market Studies, 26(1), 25–38.
Cuccurullo, C., Aria, M., & Sarto, F. (2016). Foundations and trends in performance management a twenty-five years bibliometric analysis in business and public administration domains. Scientometrics, 108(2), 595–611.
D’Adda, D., Iacobucci, D., & Palloni, R. (2020). Relatedness in the implementation of smart specialisation strategy: A first empirical assessment. Papers in Regional Science, 99(3), 405–425.
Dewitte, B. (1986). The reform of the European Regional Development Fund. Common Market Law Review, 23(2), 419–440.
Elango, B., & Rajendran. (2012). Authorship trends and collaboration pattern in the marine sciences literature: A scientometric study. International Journal of Information Dissemination and Technology, 2, 166–169.
European Commission (2019), The European Green Deal, COM(2019) 640/ final, https://eur-lex.europa.eu/legal-content/EN/TXT/?qid=1588580774040&uri=CELEX%3A52019DC0640
Foray, D., David, P. A., and Hall, B. (s.d.). Smart Specialisation – The Concept. Knowledge Economists Policy Brief N° 9, European Commission, 5.
Fratesi, U., & Wishlade, F. G. (2017). The impact of European Cohesion Policy in different contexts. Regional Studies, 51(6), 817–821.
Harzing, A.-W., & Alakangas, S. (2016). Google scholar, scopus and the web of science: A longitudinal and cross-disciplinary comparison. Scientometrics, 106(2), 787–804.
Hirsch, J. E., & Buela-Casal, G. (2014). The meaning of the h-index. International Journal of Clinical and Health Psychology, 14(2), 161–164.
Hurtado, S. D. G. (2019). Understanding the influence of EU urban policy in Spanish cities: The case of Málaga. Urban Research & Practice, 14(1), 1–26.
Koseoglu, M. A. (2016). Map** the institutional collaboration network of strategic management research: 1980–2014. Scientometrics, 109(1), 203–226.
Lundvall, B. -Å., Vang, J., Joseph, K. J., & Chaminade, C. (2009). Innovation system research and develo** countries. Handbook of Innovation Systems in Develo** Countries Building Domestic Capabilities in A Global Setting, DOI. https://doi.org/10.4337/9781849803427.00006
McCann, P., & Ortega-Argilés, R. (2013). Transforming European regional policy: A results-driven agenda and smart specialization. Oxford Review of EconOmic Policy, 29(2), 405–431.
McCann, P., & Ortega-Argilés, R. (2015). Smart specialization, regional growth and applications to European Union cohesion policy. Regional Studies, 49(8), 1291–1302.
Mendez, C. (2013). The post-2013 reform of EU cohesion policy and the place-based narrative. Journal of European Public Policy, 20(5), 639–659.
Miedzinski, M., Ciampi Stancova, K., Matusiak, M., & Coenen, L. (2021). Addressing sustainability challenges and sustainable development goals via smart specialisation. Towards a Theoretical and Conceptual Framework Publications Office of the European Union. https://doi.org/10.2760/410983
Moreton, T. (1992). European Supporto for people with disabilities. Personnel Review., 21(6), 74–87.
Morgan, K. (1997). The learning region: Institutions, innovation and regional renewal. Regional Studies, 31(5), 491–503.
Norris, M., & Oppenheim, C. (2007). Comparing alternatives to the web of Science for coverage of the social sciences’ literature. Journal of Informetrics, 1(2), 161–169.
Pompili, T. (1994). Structure and performance of less developed regions in the EC. Regional Studies, 28(7), 679–693.
Robson, B. (1994). No city, no civilisation. Transaction of the Institute of Brithis Geographers, 19(2), 131.
Schrader, H. (1994). Impact assessment of the Eu structural funds to support regional economic-development in rural-areas of Germany. Journal of Rural Studies, 10(4), 357–365.
Sternitzke, C., & e Bergmann, I. (2009). Similarity measures for document map**: A comparative study on the level of an individual scientist. Scientometrics, 78(1), 113–130.
Vieira, E. S., & Gomes, J. A. N. F. (2009). A comparison of Scopus and web of Science for a typical university. Scientometrics, 81(2), 587.
Whittle, A., & Kogler, D. F. (2020). Related to what? Reviewing the literature on technological relatedness: Where we are now and where can we go? Papers in Regional Science, 99(1), 97–113.
Wise, M., & Croxford, G. (1988). The European regional-development fund—community ideals and national realities. Political Geography Quarterly., 72(2), 161–182.
Zubek, N., & Henning, C. H. C. A. (2016). Local government, spatial spillovers and the absorption of EU structural funds. Journal of Agricultural Economics, 67(2), 368–397.
Zupic, I., & Čater, T. (2015). Bibliometric methods in management and organization. Organizational Research Methods, 18(3), 429–472.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Competing interests
The author have no competing interests to declare that are relevant to the content of this article. No funds, grants, or other support was received.
Additional information
The views expressed are those of the author and do not reflect the official policy or position of the European Commission.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Foglia, F. Is smart specialisation monopolising the research on the EU cohesion policy? Evidence from a bibliometric analysis. Scientometrics 128, 1001–1021 (2023). https://doi.org/10.1007/s11192-022-04585-2
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11192-022-04585-2