Abstract
This exploratory study investigates how innovative activities are related to human and social capital in the context of catching-up countries facing both latecomer advantages and path dependency. Data on 30 European countries are analyzed, including ten transition countries with communist backgrounds that are considered catching-up countries in this study. The results showed that catching-up economies, which tend to have poorer performance in innovative activities, also tend to have lower levels of human capital and social capital. Increasing institutional trust and encouraging lifelong learning can be considered most important. It also appeared that while smaller catching-up countries benefit from the higher levels of social capital usually observed in smaller countries, the opportunities associated with being large did not seem to be sufficiently exploited in the larger catching-up countries.
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Notes
- 1.
From various aspects of social capital pointed out in the literature only those are included in the analysis, which are supposed to be related to innovative activities.
- 2.
There are 12 countries falling into the group of small countries, including five catching-up countries (Estonia, Latvia, Lithuania, Slovakia, and Slovenia) and seven old economies (Denmark, Finland, Iceland, Ireland, Luxembourg, Malta, and Norway); 18 countries are considered large countries, including five catching-up countries (Bulgaria, Czech Republic, Hungary, Poland, and Romania) and, the largest group, 13 old economies (Austria, Belgium, France, Germany, Greece, Italy, Netherlands, Portugal, Spain, Sweden, Switzerland, Turkey, and UK).
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Acknowledgments
The authors acknowledge the financial support from the Estonian Ministry of Education target funding SF0180037s08.
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Appendices
Appendix A Initial Indicators Used in the Analysis
 | Indicator | The exact name of indicator according to the source | Source | Year(s) |
---|---|---|---|---|
Innovation activity | EPO patents per million population | Number of patents granted by the US Patent and Trademark Office (USPTO) by year of grant per million population | EIS | Average of 2002, 2003a |
Innovative enterprises (% of enterprises) | Enterprises with innovation activities (% of total enterprises) | Eurostat (CIS) | 2004 | |
Product innovation (% of enterprises) | Enterprises with product innovation (% of total enterprises) | Eurostat (CIS) | 2004 | |
Process innovation (% of enterprises) | Enterprises with process innovation (% of total enterprises) | Eurostat (CIS) | 2004 | |
Non-technological change (% of SMEs) | Small- and medium-sized enterprises (SMEs) using non-technological change (% of SMEs) | EIS (CIS) | Average of 2000, 2004b | |
R&D | R&D expenditures | BERD (Business enterprise expenditure on R&D) (% of GDP) | EIS | 1999c |
Human capital | Population with tertiary education | Population with tertiary education (ISCED levels 5 and 6) per 100 population aged 25–64 | Eurostat | 1999d |
Participation in life-long learning | Number of persons involved in life-long learning per 100 population aged 25–64 | EIS | 2002 | |
Formal networks | Belonging to voluntary organizations | Belong to various voluntary organizationse, number of organizations mentioned | WVS | 1999f |
Unpaid voluntary work for organizations | Unpaid voluntary work for organizationse, number of organizations mentioned | WVS | 1999f | |
Informal networks | Spending time with friends | How often spend time with friends, weekly, % | WVS | 1999f |
Spending time socially with colleagues | How often spend time socially with colleagues from work or your profession, weekly, % | WVS | 1999f | |
Friends important in life | Importance of friends in life, average on scale 1–4 | WVS | 1999f | |
General trust | General trust | Most people can be trusted rather than you need to be very careful in dealing with people, people trusted, % | WVS | 1999f |
Institutional trust | Satisfaction with the democracy | Satisfied with the way democracy is developing in our country, average on scale 1–4 | WVS | 1999f |
Confidence in the civil service | Confidence in the civil service, average on scale 1–4 | WVS | 1999f | |
Confidence in parliament | Confidence in parliament, average on scale 1–4 | WVS | 1999f | |
Confidence in the police | Confidence in the police, average on scale 1–4 | WVS | 1999f |
a  Turkey 2003
b  Finland, Latvia, Sweden, Slovenia, Switzerland, Iceland 2000; Ireland, Poland 2004
c  Austria 1998; Luxembourg 2000; Switzerland 2001; Malta 2002
d  Bulgaria, Malta 2000, Lithuania 2001
e  Religious or church organizations; education, arts, music or cultural activities; youth work; professional associations; political parties or groups; labor unions; social welfare service; local community action; third world development or human rights; conservation, environment, animal rights groups; sports or recreation; women’s groups; peace movement; voluntary organizations concerned with health; other voluntary organizations
f  Norway, Switzerland 1996; Finland, Spain 2000; Turkey 2001
Appendix B Results of Factor Analysis
Latent variable/factor | Indicator | Factor loadings | Variance explained (%) | KMO measure |
---|---|---|---|---|
Initial factor analysis | ||||
Formal networks | Belonging to voluntary organizations | 0.93 | 87.02 | 0.50 |
Unpaid voluntary work for organizations | 0.93 | |||
Informal networks | Spending time with friends | 0.95 | 67.25 | 0.49 |
Friends important in life | 0.87 | |||
Spending time socially with colleagues | 0.60 | |||
Institutional trust | Confidence in parliament | 0.91 | 71.98 | 0.75 |
Confidence in the police | 0.88 | |||
Confidence in the civil service | 0.84 | |||
Satisfaction with the democracy | 0.75 | |||
Secondary factor analysis | ||||
Human capital | Tertiary education | 0.88 | 76.95 | 0.50 |
Life-long learning | 0.88 | |||
Social capital | General trust | 0.87 | 62.38 | 0.71 |
Formal networks | 0.83 | |||
Institutional trust | 0.76 | |||
Informal networks | 0.69 |
Appendix C Indicators of Innovative Activity, R&D, Human and Social Capital for European Countries (Standardized Values) and Their Population (Millions)
 | Patent applications | Innovative activities | Product innovations | Process innovations | Non-technological innovations | R&D expenditures | Tertiary education | Life-long learning | Human capital | Formal networks | Informal networks | Institutional trust | General trust | Social capital | Population size |
Austria | 0.71 | 1.13 | 1.27 | 1.46 | 0.92 | 0.36 | −0.63 | −0.23 | −0.53 | 0.22 | −0.16 | 0.84 | 0.13 | 0.39 | 8.28 |
Belgium | 0.30 | 1.04 | 0.97 | 1.00 | 0.25 | 0.02 | 0.95 | −0.36 | 0.32 | 0.65 | −0.35 | −0.31 | −0.07 | 0.06 | 10.58 |
Bulgaria | −0.87 | −1.61 | −1.18 | −1.97 | −2.10 | −0.40 | −0.07 | −1.00 | −0.64 | −0.93 | 0.41 | −1.25 | −0.30 | −0.63 | 7.68 |
Czech Republic | −0.79 | 0.06 | 0.15 | 0.34 | −0.16 | −0.47 | −1.00 | −0.43 | −0.86 | −0.04 | −0.89 | −1.46 | −0.48 | −0.83 | 10.29 |
Denmark | 1.02 | 1.09 | 0.74 | 0.65 | 0.11 | 0.82 | 1.07 | 1.11 | 1.23 | 0.63 | 0.32 | 1.32 | 2.12 | 1.54 | 5.45 |
Estonia | −0.81 | 0.84 | 1.18 | 0.65 | 0.41 | −0.09 | 1.48 | −0.52 | 0.54 | −0.77 | −1.27 | −0.77 | −0.54 | −0.99 | 1.34 |
Finland | 1.70 | 0.44 | 0.38 | 0.09 | 0.49 | 1.77 | 1.71 | 1.17 | 1.63 | 0.78 | 0.62 | 0.84 | 1.60 | 1.33 | 5.28 |
France | 0.35 | −0.37 | −0.66 | −0.16 | −0.73 | 0.89 | 0.30 | −0.83 | −0.32 | −0.59 | 0.11 | −0.07 | −0.58 | −0.34 | 63.62 |
Germany | 1.68 | 2.08 | 1.84 | 1.01 | 1.33 | 0.67 | 0.58 | −0.44 | 0.06 | −0.54 | −0.33 | 0.38 | 0.18 | −0.03 | 82.31 |
Greece | −0.82 | −0.12 | −0.07 | 0.55 | 0.65 | −0.28 | −0.27 | −1.01 | −0.76 | 1.09 | 1.03 | −1.65 | −0.49 | 0.02 | 11.17 |
Hungary | −0.75 | −1.26 | −1.21 | −1.49 | −1.09 | −0.55 | −0.58 | −0.76 | −0.80 | −0.83 | −1.29 | −0.49 | −0.61 | −0.95 | 10.07 |
Iceland | 0.53 | 1.09 | Â | Â | 0.98 | 2.76 | 0.45 | 1.80 | 1.26 | 1.23 | 0.28 | 1.62 | 0.57 | 1.25 | 0.31 |
Ireland | −0.24 | 1.11 | 1.28 | 1.71 | 0.68 | −0.89 | −0.02 | −0.22 | −0.17 | 0.21 | 1.43 | 1.05 | 0.21 | 0.92 | 4.31 |
Italy | −0.18 | −0.09 | −0.77 | 0.26 | 0.05 | −0.09 | −1.24 | −0.59 | −1.09 | −0.18 | −0.01 | −0.26 | 0.05 | −0.07 | 59.13 |
Latvia | −0.86 | −1.51 |  |  | −0.30 | −0.93 | −0.12 | −0.15 | −0.18 | −0.86 | −1.58 | −0.75 | −0.90 | −1.22 | 2.28 |
Lithuania | −0.88 | −0.68 | −0.88 | −0.69 | −0.89 | −0.25 | 0.48 | −0.75 | −0.18 | −1.17 | −1.68 | −1.88 | −0.42 | −1.53 | 3.38 |
Luxembourg | 0.60 | 1.11 | 1.34 | 0.98 | 1.83 | −1.61 | −0.07 | −0.21 | −0.19 | 0.62 | 0.26 | 1.42 | −0.36 | 0.64 | 0.48 |
Malta | −0.82 | −1.27 | −0.97 | −1.62 | −1.18 | −1.31 | −1.80 | −0.62 | −1.43 | −0.19 | −1.33 | 0.81 | −0.68 | −0.37 | 0.41 |
Netherlands | 1.17 | −0.24 | −0.13 | −0.43 | −0.54 | 1.24 | 0.53 | 0.86 | 0.77 | 2.17 | 0.88 | 0.66 | 1.71 | 1.85 | 16.36 |
Norway | 0.16 | −0.04 | −0.03 | −0.86 | −0.65 | 0.67 | 1.48 | 0.48 | 1.10 |  |  |  | 2.05 |  | 4.68 |
Poland | −0.87 | −0.96 | −1.12 | −0.80 | −1.44 | −0.55 | −1.00 | −0.63 | −0.97 | −0.97 | −1.26 | −0.39 | −0.79 | −1.02 | 38.13 |
Portugal | −0.86 | 0.26 | −0.29 | 0.75 | 0.41 | 0.02 | −1.35 | −0.80 | −1.27 | −1.09 | 0.62 | 0.76 | −1.33 | −0.39 | 10.60 |
Romania | −0.90 | −1.36 | −1.14 | −0.98 | 0.45 | −1.73 | −1.35 | −1.02 | −1.40 | −1.01 | −1.14 | −1.59 | −1.32 | −1.56 | 21.57 |
Slovakia | −0.84 | −1.10 | −1.15 | −1.01 | −1.96 | −1.16 | −1.17 | −0.05 | −0.74 | 0.65 | −0.74 | −0.76 | −0.98 | −0.53 | 5.39 |
Slovenia | −0.48 | −0.80 |  |  | 0.76 | 0.32 | −0.42 | −0.04 | −0.29 | −0.02 | 0.23 | −0.81 | −0.61 | −0.36 | 2.01 |
Spain | −0.65 | −0.21 | −0.73 | 0.03 | −0.22 | −0.51 | 0.34 | −0.55 | −0.15 | −0.79 | 0.70 | 0.36 | 0.27 | 0.20 | 44.47 |
Sweden | 1.54 | 0.94 | 1.19 | 0.55 | 0.29 | 1.35 | 1.33 | 1.11 | 1.38 | 2.56 | 1.10 | 0.80 | 2.11 | 2.23 | 9.11 |
Switzerland | 2.66 | Â | Â | Â | 1.61 | 0.44 | 0.67 | 3.08 | 2.12 | Â | Â | Â | 0.56 | Â | 7.51 |
Turkey | −0.90 |  |  |  |  | −0.63 | −1.43 |  |  | −1.33 | 1.97 | −0.04 | −0.98 | −0.21 | 69.69 |
UK | 0.13 | 0.42 |  |  |  | 0.13 | 1.17 | 1.59 | 1.56 | 0.50 | 1.14 | 0.26 | −0.12 | 0.57 | 60.78 |
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Kaasa, A., Parts, E., Kaldaru, H. (2012). The Role of Human and Social Capital for Innovation in Catching-Up Economies. In: Carayannis, E., Varblane, U., Roolaht, T. (eds) Innovation Systems in Small Catching-Up Economies. Innovation, Technology, and Knowledge Management, vol 15. Springer, New York, NY. https://doi.org/10.1007/978-1-4614-1548-0_14
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