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Pregled bibliografske jedinice broj: 1041108

PROFILING NASCENT ENTREPRENEURS IN CROATIA - NEURAL NETWORK APPROACH


Mezulić Juric, Petra; Has, Adela; Koprivnjak, Tihana
PROFILING NASCENT ENTREPRENEURS IN CROATIA - NEURAL NETWORK APPROACH // Ekonomski vjesnik, Vol. 32 (2019), No. 2; 335-346 (međunarodna recenzija, članak, znanstveni)


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Naslov
PROFILING NASCENT ENTREPRENEURS IN CROATIA - NEURAL NETWORK APPROACH

Autori
Mezulić Juric, Petra ; Has, Adela ; Koprivnjak, Tihana

Izvornik
Ekonomski vjesnik (0353-359X) Vol. 32 (2019), No. 2; 335-346

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
nascent entrepreneurs ; GEM ; neural network ; modelling

Sažetak
A significant body of research has been conducted to identify the most important characteristics of nascent entrepreneurs. The aim of this paper is to create a model for recognizing nascent entrepreneurs in Croatia, using the Global Entrepreneurship Monitor (GEM) data for 2014. In this research, the artificial neural networks were used as a machine learning method which enabled the recognition of nascent entrepreneurs, as well as the selection of most important variables and profiling. The suggested model includes variables that describe examinees’ attitudes, skills and demographic characteristics, while the binary output variable identifies a nascent entrepreneur. In addition to testing the accuracy of the suggested model, the contribution of this paper lies in the profiling of nascent entrepreneurs in Croatia. This model could be a valuable tool for the government and entrepreneurship support institutions in creating policies and programmes based on recognizing the most important features of nascent entrepreneurs in order to improve entrepreneurial ecosystems.

Izvorni jezik
Engleski

Znanstvena područja
Ekonomija



POVEZANOST RADA


Ustanove
Ekonomski fakultet, Osijek

Profili:

Avatar Url Adela Has (autor)

Avatar Url tihana koprivnjak (autor)

Avatar Url Petra Mezulić Juric (autor)

Citiraj ovu publikaciju

Mezulić Juric, Petra; Has, Adela; Koprivnjak, Tihana
PROFILING NASCENT ENTREPRENEURS IN CROATIA - NEURAL NETWORK APPROACH // Ekonomski vjesnik, Vol. 32 (2019), No. 2; 335-346 (međunarodna recenzija, članak, znanstveni)
Mezulić Juric, P., Has, A. & Koprivnjak, T. (2019) PROFILING NASCENT ENTREPRENEURS IN CROATIA - NEURAL NETWORK APPROACH. Ekonomski vjesnik, Vol. 32 (No. 2), 335-346.
@article{article, year = {2019}, pages = {335-346}, keywords = {nascent entrepreneurs, GEM, neural network, modelling}, journal = {Ekonomski vjesnik}, volume = {Vol. 32}, number = {No. 2}, issn = {0353-359X}, title = {PROFILING NASCENT ENTREPRENEURS IN CROATIA - NEURAL NETWORK APPROACH}, keyword = {nascent entrepreneurs, GEM, neural network, modelling} }

Časopis indeksira:


  • Web of Science Core Collection (WoSCC)
    • Emerging Sources Citation Index (ESCI)
  • EconLit





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