Abstract
We investigate the impact of country R&D on the allocation of self-employment across different types, where types are identified based on occupational status and start-up motive. We first conduct a literature review based on which we consider the self-employed with employees to be of higher ‘quality’ (in terms of their overall contribution to the economy) compared with independent own-account workers, who in turn may be considered of higher quality than dependent self-employed workers. Similarly, we also consider opportunity self-employed to be of higher quality than necessity self-employed. Our empirical analysis then shows that the level of a country’s R&D expenditures increases the share of self-employed with employees and that of opportunity self-employed (i.e. the self-employment types associated with higher quality) at the cost of the shares of dependent self-employed and necessity self-employed. Higher R&D expenditures at the country level thus increase the quality of self-employment in the country.
Similar content being viewed by others
Notes
The more relevant traditional and recent approaches are (i) innovative against imitative entrepreneurs (Schumpeter 1912); (ii) productive, unproductive and destructive entrepreneurs (Baumol 1990); (iii) self-employed with or without employees (Carrasco 1999); (iv) dependent against independent self-employment (Burchell et al. 1999); (v) opportunity against necessity entrepreneurs (Reynolds et al. 2002); (vi) providing versus enabling entrepreneurship (Burke 2012) and (vii) the distinction between several engagement levels in the entrepreneurial process (Van der Zwan et al. 2010).
Thus, most previous studies focus on a single country (e.g. CRSE 2017). The only conditional analysis that characterizes dependent self-employed workers, compared with self-employed and paid employed in a cross-country comparable setting is the work by Millán and Millán (2017). Another related conditional analysis is that by Millán et al. (2018), which which compares job satisfaction of independent own-account works and dependent self-employed workers. Also interesting is the work by Lyalkov et al. (2019), where the interrelation between the share of the self-employed workforce in a given country that can be considered ‘entrepreneurial’ and trademark registration at the country level is explored. In this work, both necessity entrepreneurs and dependent self-employed workers are considered ‘non-entrepreneurial’ types.
This set includes the EU-28 together, five candidate countries (Albania, the Former Yugoslav Republic of Macedonia, Montenegro, Serbia and Turkey) and two EFTA countries (Norway and Switzerland).
PPS is the technical term used by Eurostat for the common (artificial) currency in which national account aggregates are expressed when adjusted for price level differences using PPPs. Thus, PPPs can be interpreted as the exchange rate of the PPS against the €.
References
Acs, Z. J., & Audretsch, D. B. (2003). Innovation and technological change. In Z. J. Acs & D. B. Audretsch (Eds.), Handbook of entrepreneurship research (pp. 55–79). Boston: Kluwer Academic Publishers.
Acs, Z. J., & Varga, A. (2005). Entrepreneurship, agglomeration and technological change. Small Business Economics, 24(3), 323–334. https://doi.org/10.1007/s11187-005-1998-4.
Acs, Z. J., Audretsch, D. B., & Lehmann, E. E. (2013). The knowledge spillover theory of entrepreneurship. Small Business Economics, 41(4), 757–774. https://doi.org/10.1007/s11187-013-9505-9.
Acemoglu, D., Aghion, P., & Zilibotti, F. (2006). Distance to frontier, selection, and economic growth. Journal of the European Economic Association, 4(1), 37–74. https://doi.org/10.1162/jeea.2006.4.1.37.
Audretsch, D. B. (1995). Innovation and industry evolution. Cambridge: MIT Press.
Audretsch, D. B. (2007). The entrepreneurial society. New York: Oxford University Press.
Audretsch, D. B., & Keilbach, M. (2007). The localisation of entrepreneurship capital: evidence from Germany. Papers in Regional Science, 86(3), 351–365. https://doi.org/10.1111/j.1435-5957.2007.00131.x.
Audretsch, D. B., & Lehmann, E. E. (2005). Does the knowledge spillover theory of entrepreneurship hold for regions? Research Policy, 34(8), 1191–1202. https://doi.org/10.1016/j.respol.2005.03.012.
Baumol, W. (1990). Entrepreneurship: productive, unproductive and destructive. Journal of Political Economy, 98(5), 893–921 Reprinted in Journal of Business Venturing, 11(1), 1996, 3–22. http://www.jstor.org/stable/2937617.
Belitski, M., & Korosteleva, J. (2010). Entrepreneurial activity across European cities, 50th Congress of the European Regional Science Association (ERSA), 19-23 August 2010. Sweden: Jönköping http://hdl.handle.net/10419/119293.
Blanchflower, D. G. (2004). Self-employment: more may not be better. Swedish Economic Policy Review, 11(2), 15–74.
Blanchflower, D. G., & Oswald, A. J. (1998). What makes an entrepreneur? Journal of Labor Economics, 16(1), 26–60. https://doi.org/10.1086/209881.
Block, J. H., & Sandner, P. (2009). Necessity and opportunity entrepreneurs and their duration in self-employment: evidence from German micro data. Journal of Industry, Competition and Trade, 9(2), 117–137. https://doi.org/10.1007/s10842-007-0029-3.
Burchell, B., Deakin, S. & Honey, S. (1999). The employment status of individuals in non-standard employment. Report for the British Department of Trade and Industry, Employment relations Research Series 6.
Burke, A. E. (2011). The entrepreneurship enabling role of freelancers: theory with evidence from the construction industry. International Review of Entrepreneurship, 9(3), 131–158.
Burke, A. E. (2012). The role of freelancers in the 21st century British economy, London: Centre for Research on Self-Employment (CRSE). London: CRSE http://www.crse.co.uk/research/role-freelancers-21st-century-british-economy.
Burke, A. E., & Cowling, M. (2015). The use and value of freelancers: the perspective of managers. In A. Burke (Ed.), The Handbook of Research on Freelancing and Self-Employment, chapter 1 (pp. 1–14). Dublin: Senate Hall Academic Publishers.
Burke, A. E., FitzRoy, F., & Nolan, M. A. (2000). When less is more: distinguishing between entrepreneurial choice and performance. Oxford Bulletin of Economics and Statistics, 62(5), 565–587. https://doi.org/10.1111/1468-0084.00190.
Burke, A., & Fraser, S. (2012). Self-employment: the role of intellectual property right laws. Small Business Economics, 39(4), 819–833. https://doi.org/10.1007/s11187-011-9336-5.
Burke, A. E., & Vigne, S. (2018). An economic analysis of freelance workers in the construction industry. Centre for Research on Self-Employment (CRSE). London: CRSE http://www.crse.co.uk/research/economic-role-freelance-workers-construction-industry.
Burke, A., Millán, J. M., Román, C., & Van Stel, A. (2018). Exploring the impact of different types of prior entrepreneurial experience on employer firm performance. Journal of Business Research, 90, 107–122. https://doi.org/10.1016/j.jbusres.2018.05.004.
Busom, I., Corchuelo, B., & Martínez-Ros, E. (2014). Tax incentives… or subsidies for business R&D? Small Business Economics, 43(3), 571–596. https://doi.org/10.1007/s11187-014-9569-1.
Carrasco, R. (1999). Transitions to and from self-employment in Spain: an empirical analysis. Oxford Bulletin of Economics and Statistics, 61(3), 315–341. https://doi.org/10.1111/1468-0084.00132.
Carree, M., Thurik, R., Van Stel, A., & Wennekers, S. (2007). The relationship between economic development and business ownership revisited. Entrepreneurship and Regional Development, 19(3), 281–291. https://doi.org/10.1080/08985620701296318.
Congregado, E., Millán, J. M., & Román, C. (2014). The emergence of new entrepreneurs in Europe. International Economics, 138, 28–48. https://doi.org/10.1016/j.inteco.2014.01.002.
Cowling, M., Mitchell, P., & Taylor, M. (2004). Job creators. The Manchester School, 72(5), 601–617. https://doi.org/10.1111/j.1467-9957.2004.00411.x.
Crifo, P., & Sami, H. (2008). Entrepreneurship turnover and endogenous returns to ability. Economic Modelling, 25(4), 585–604. https://doi.org/10.1016/j.econmod.2007.10.005.
CRSE. (2017). The True Diversity of Self-Employment. Centre for Research on Self-Employment (CRSE). London: CRSE http://www.crse.co.uk/research/true-diversity-self-employment.
Dvouletý, O. (2017). Determinants of Nordic entrepreneurship. Journal of Small Business and Enterprise Development, 24(1), 12–33. https://doi.org/10.1108/JSBED-07-2016-0104.
Dvouletý, O., & Lukeš, M. (2016). Review of empirical studies on self-employment out of unemployment: do self-employment policies make a positive impact? International Review of Entrepreneurship, 14(3), 361–376.
Earle, J. S., & Sakova, Z. (2000). Business start-ups or disguised unemployment? Evidence on the character of self-employment from transition economies. Labour Economics, 7(5), 575–601. https://doi.org/10.1016/S0927-5371(00)00014-2.
Eichhorst, W., Braga, M., Famira-Mühlberger, U., Gerard, M., Horvath, T., Kahanec, M., Kahancová, M., Kendzia, M., Martišková, M., Monti, P., Pedersen, J.L., Stanley, J., Vandeweghe, B., Wehner, C., & White, C. (2013). Social protection rights of economically dependent self-employed workers. Policy Department A - Economic and Scientific Policy, European Parliament, Brussels. http://www.europarl.europa.eu/RegData/etudes/etudes/join/2013/507449/IPOL-EMPL_ET 2013 9507449_EN.pdf.
EIRO (2002). EIRO comparative study on economically dependent workers: the case of Germany. European Industrial Relations Observatory, Eurofound.
European Commission (2006). Green Paper. Modernising labour law to meet the challenges of the 21st century. Brussels. http://www.europarl.europa.eu/meetdocs/2004_2009/documents/com/com_com(2006)0708_/com_com(2006)0708_en.pdf.
Eurofound (2012). Fifth European Working Conditions Survey—overview report, Publications Office of the European Union, Luxembourg. https://www.eurofound.europa.eu/sites/default/files/ef_publication/field_ef_document/ef1182en.pdf. accessed 13 October 2018.
Eurofound (2016). Sixth European Working Conditions Survey—overview report, Publications Office of the European Union, Luxembourg. https://www.eurofound.europa.eu/sites/default/files/ef_publication/field_ef_document/ef1634en.pdf accessed 13 October 2018.
Eurofound (2018). European Working Conditions Survey Integrated Data File, 1991–2015. [data collection]. 7th Edition. UK Data Service. SN: 7363, https://doi.org/10.5255/UKDA-SN-7363-7.
Evans, D., & Jovanovic, B. (1989). An estimated model of entrepreneurial choice under liquidity constraints. Journal of Political Economy, 97(4), 519–535. https://doi.org/10.1086/261629.
Evans, D. S., & Leighton, L. S. (1989). Some empirical aspects of entrepreneurship. American Economic Review, 79(3), 519–535 http://www.jstor.org/stable/1806861.
Fuentelsaz, L., González, C., Maícas, J. P., & Montero, J. (2015). How different formal institutions affect opportunity and necessity entrepreneurship. BRQ Business Research Quarterly, 18(4), 246–258. https://doi.org/10.1016/j.brq.2015.02.001.
Freeman, C. (2008). Systems of innovation. Cheltenham: Edward Elgar.
Hall, B., & Van Reenen, J. (2000). How effective are fiscal incentives for R&D? A review of the evidence. Research Policy, 29(4–5), 449–469. https://doi.org/10.1016/S0048-7333(99)00085-2.
Henrekson, M., & Johansson, D. (2010). Gazelles as job creators: a survey and interpretation of the evidence. Small Business Economics, 35(2), 227–244. https://doi.org/10.1007/s11187-009-9172-z.
Henrekson, M., & Sanandaji, T. (2018). Schumpeterian entrepreneurship in Europe compared to other industrialized regions. International Review of Entrepreneurship, 16(2), 157–182.
Holcombe, R. G. (2003). The origins of entrepreneurial opportunities. The Review of Austrian Economics, 16(1), 25–43. https://doi.org/10.1023/A:1022953123111.
ILO (2003). The scope of the employment relationship. Report V. International Labour Conference. 91st Session. Geneva. http://www.ilo.org/public/english/standards/relm/ilc/ilc91/pdf/rep-v.pdf.
ILO (2006). The employment relationship. Report V(1). International Labour Conference. 95th Session. Geneva. http://www.ilo.org/public/english/standards/relm/ilc/ilc95/pdf/rep-v-1.pdf.
IPSE (2014-2018). IPSE freelancer confidence index report, quarterly reports, London: Association of Independent Professionals and Self-Employed (IPSE). London: IPSE. https://www.ipse.co.uk/resource/freelancer-confidence-index-q4-2017-pdf.html.
Kihlstrom, R., & Laffont, J. J. (1979). A general equilibrium entrepreneurial theory of the firm formation based on risk aversion. Journal of Political Economy, 87(4), 719–748. https://doi.org/10.1086/260790.
Kirzner, I. M. (1997). Entrepreneurial discovery and the competitive market process: an Austrian approach. Journal of Economic Literature, 35(1), 60–85 https://www.jstor.org/stable/2729693.
Kuhn, P. (2000). Editor’s note. Labour Economics, 7(5), 463–469. https://doi.org/10.1016/S0927-5371(00)00010-5.
Lyalkov, S., Carmona, M., Congregado, E., Millán, A., & Millán, J.M. (2019). Trademarks and their association with Kirznerian entrepreneurs. Industry and Innovation (forthcoming). https://doi.org/10.1080/13662716.2019.1586523.
Martin, S. (2002). Advanced industrial economics (2nd ed.). UK: Blackwell Publishers.
McMullen, J. S., Bagby, D. R., & Palich, L. E. (2008). Economic freedom and the motivation to engage in entrepreneurial action. Entrepreneurship Theory and Practice, 32(5), 875–895. https://doi.org/10.1111/j.1540-6520.2008.00260.x.
Meager, N. (1992). Does unemployment lead to self-employment? Small Business Economics, 4(2), 87–103. https://doi.org/10.1007/BF00389850.
Millán, A., & Millán, J. M. (2017). Disclosing ‘masked employees’ in Europe: job control, job demands and job outcomes of ‘dependent self-employed workers. In Paper presented at XII Jornadas de Economía Laboral. Spain: University of Valladolid.
Millán, A., Millán, J. M., & Román, C. (2018). Are false own-account workers less job satisfied than true ones? Applied Economics Letters, 25(13), 945–950. https://doi.org/10.1080/13504851.2017.1388902.
Millán, A., Millán, J. M., Román, C., & Van Stel, A. (2015). Determinants of the own-account worker’s decision to hire employees: a review. International Review of Entrepreneurship, 13(2), 129–142 Also published in Burke, A. (Ed.), The Handbook of Research on Freelancing and Self-Employment, chapter 13 (pp. 147–160). Senate Hall Academic Publishing.
Millán, J. M., Congregado, E., & Román, C. (2014a). Persistence in entrepreneurship and its implications for the European entrepreneurial promotion policy. Journal of Policy Modeling, 36(1), 83–106. https://doi.org/10.1016/j.jpolmod.2013.10.001.
Millán, J. M., Congregado, E., & Román, C. (2014b). Entrepreneurship persistence with and without personnel: the role of human capital and previous unemployment. International Entrepreneurship and Management Journal, 10(1), 187–206. https://doi.org/10.1007/s11365-011-0184-1.
Millán, J. M., Hessels, J., Thurik, R., & Aguado, R. (2013). Determinants of job satisfaction: a European comparison of self-employed and paid employees. Small Business Economics, 40(3), 651–670. https://doi.org/10.1007/s11187-011-9380-1.
Mohnen, P., & Lokshin, B. (2010). What does it take for an R&D tax incentive policy to be effective? In V. Ghosal (Ed.), Reforming rules and regulations (pp. 33–58). Cambridge: MIT Press.
Mueller, P., Van Stel, A., & Storey, D. J. (2008). The effects of new firm formation on regional development over time: the case of Great Britain. Small Business Economics, 30(1), 59–71. https://doi.org/10.1007/s11187-007-9056-z.
OECD (2000). The employment outlook. OECD, Paris, chapter 5. http://www.oecd.org/els/emp/2079593.pdf.
OECD (2014). The employment outlook. OECD, Paris, chapter 4. https://doi.org/10.1787/empl_outlook-2014-en.
OECD (2018). Self-employment rate (indicator). https://doi.org/10.1787/fb58715e-en accessed 13 October 2018.
Parker, S.C. (2018). The economics of entrepreneurship. Cambridge University Press. https://doi.org/10.1017/9781316756706.
Perulli, A. (2003). Economically dependent / quasi-subordinate (parasubordinate) employment: legal, social and economic aspects. Brussels: Study for the European Commission http://ec.europa.eu/social/BlobServlet?docId=2510&langId=en.
Reynolds, P., Camp, S. M., Bygrave, W. D., Autio, E., & Hay, M. (2002). Global Entrepreneurship Monitor 2001 Executive Report. Babson Park/London: Babson College and London Business School http://unpan1.un.org/intradoc/groups/public/documents/un/unpan002481.pdf.
Román, C., Congregado, E., & Millán, J. M. (2011). Dependent self-employment as a way to evade employment protection legislation. Small Business Economics, 37(3), 363–392. https://doi.org/10.1007/s11187-009-9241-3.
Román, C., Congregado, E., & Millán, J. M. (2013). Start-up incentives: entrepreneurship policy or active labour market programme? Journal of Business Venturing, 28(1), 151–175. https://doi.org/10.1016/j.jbusvent.2012.01.004.
Santarelli, E., & Vivarelli, M. (2007). Entrepreneurship and the process of firm's entry, survival and growth. Industrial and Corporate Change, 16(3), 455–488. https://doi.org/10.1093/icc/dtm010.
Schmitz, J. (1989). Imitation, entrepreneurship, and long-run growth. Journal of Political Economy, 97(3), 721–739. https://doi.org/10.1086/261624.
Schumpeter, J. A. (1912). Theorie der Wirtschaftlichen Entwicklung (the theory of economic development). Leipzig: Dunker & Humblot translated by Dedvers Opie. Cambridge, MA: Harvard University Press, 1934.
Sciarra, S. (2005). The evolution of labour law (1992–2003). National reports (Vol. 2). Office for Official Publications of the European Communities. https://publications.europa.eu/en/publication-detail/-/publication/6c453451-a58e-45ad-93e4-4ce438b4dd45/language-en.
Shane, S. (2009). Why encouraging more people to become entrepreneurs is bad public policy. Small Business Economics, 33(2), 141–149. https://doi.org/10.1007/s11187-009-9215-5.
Shane, S., & Venkataraman, S. (2000). The promise of entrepreneurship as a field of research. Academy of Management Review, 25(1), 217–226 https://www.jstor.org/stable/259271.
Simoes, N., Crespo, N., & Moreira, S. B. (2016). Individual determinants of self-employment entry: what do we really know? Journal of Economic Surveys, 30(4), 783–806. https://doi.org/10.1111/joes.12111.
Stephan, U., & Roesler, U. (2010). Health of entrepreneurs versus employees in a national representative sample. Journal of Occupational and Organizational Psychology, 83(3), 717–738. https://doi.org/10.1348/096317909X472067.
Supiot, A. (2001). Beyond employment. Changes in work and the future of labour law in Europe. Oxford: Oxford University Press.
Terjesen, S., Bosma, N., & Stam, E. (2016). Advancing public policy for high-growth, female, and social entrepreneurs. Public Administration Review, 76(2), 230–239. https://doi.org/10.1111/puar.12472.
Valdez, M. E., & Richardson, J. (2013). Institutional determinants of macro-level entrepreneurship. Entrepreneurship Theory and Practice, 37(5), 1149–1175. https://doi.org/10.1111/etap.12000.
Van Praag, M., & Van Stel, A. (2013). The more business owners, the merrier? The role of tertiary education. Small Business Economics, 41(2), 335–357. https://doi.org/10.1007/s11187-012-9436-x.
Van Stel, A., Millán, A., Millán, J. M., & Román, C. (2018). The relationship between start-up motive and earnings over the course of the entrepreneur's business tenure. Journal of Evolutionary Economics, 28(1), 103–123. https://doi.org/10.1007/s00191-017-0499-3.
Van Stel, A., Millán, J. M., & Román, C. (2014). Investigating the impact of the technological environment on survival chances of employer entrepreneurs. Small Business Economics, 43(4), 839–855. https://doi.org/10.1007/s11187-014-9565-5.
Van der Zwan, P., Thurik, R., & Grilo, I. (2010). The entrepreneurial ladder and its determinants. Applied Economics, 42(17), 2183–2191. https://doi.org/10.1080/00036840701765437.
Venkataraman, S. (1997). The distinctive domain of entrepreneurship research. In J. Katz & R. Brockhaus (Eds.), Advances in entrepreneurship, firm emergence, and growth (Vol. 3, pp. 119–138). Greenwich: JAI Press.
Wennekers, S., & Van Stel, A. (2017). Types and roles of productive entrepreneurship: a conceptual study. In G. Ahmetoglu, T. Chamorro-Premuzic, B. Klinger, & T. Karcisky (Eds.), The Wiley Handbook of Entrepreneurship (pp. 37–69). Chichester: Wiley.
Acknowledgments
All authors contributed equally to the manuscript. The authors would like to thank the guest editor, Maksim Belitski, and two anonymous reviewers for their insightful comments that contributed substantially to the development of this paper. The work also has benefited from comments from participants at the Workshop Knowledge Frontiers and Entrepreneurship, held at the Indiana University Europe Gateway (Berlin, 2018) and sponsored by the British Academy, where an earlier version of this paper was presented. This paper is part of Serhiy Lyalkov’s doctoral dissertation, which has been written under the framework of the PhD Program in Economics, Business, Finance and Computer Science at the University of Huelva and the International University of Andalusia, Spain.
Funding
The study was supported by the National Science Centre of Poland under Research Project no. 2015/19/B/HS4/00366 (Self-employment from Polish and international perspective); the Spanish Ministry of Economy and Competitiveness (Ministerio de Economía y Competitividad) through projects ECO2017-86305-C4-2-R and ECO2017-86402-C2-2-R; Regional Government of Andalusia (Junta de Andalucía) through Research Group SEJ-487 (Spanish Entrepreneurship Research Group (SERG)); and University of Huelva through Research and Transfer Policy Strategy (Estrategia de Política de Investigación y Transferencia) 2018.
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Appendix
Appendix
Rights and permissions
About this article
Cite this article
Burke, A., Lyalkov, S., Millán, A. et al. How do country R&D change the allocation of self-employment across different types?. Small Bus Econ 56, 695–721 (2021). https://doi.org/10.1007/s11187-019-00196-z
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11187-019-00196-z