Multicriteria analysis on entrepreneurship data: a bibliometric study

Authors

  • Marta Duarte de Barros Universidade Federal Fluminense
  • Helder Gomes Costa Universidade Federal Fluminense
  • Glauco Barbosa da Silva Universidade Federal Fluminense
  • Mara Regina dos Santos Barcelos Universidade Federal Fluminense
  • Altina Silva Oliveira Universidade Federal Fluminense

DOI:

https://doi.org/10.14488/1676-1901.v17i3.2764

Keywords:

Multicriteria. Entrepreneurship. Bibliometry. Scopus. ISI Web of Science.

Abstract

Due to its importance in the establishment of businesses and in the training of people with entrepreneurial characteristics, entrepreneurship is a widely discussed academic subject, contributing to economic growth in both national and international terms. This article’s objective is to present a compilation of information about the use of multicriteria analysis for the treatment of data on entrepreneurship. A bibliometric survey was performed in the Scopus and ISI Web of Science databases, accessed from the Capes journal portal in March 2016. A total of 37 articles were found. After excluding duplicates and those articles outside the scope of the research objective, 13 were selected for analysis, resulting in the following aspects of interest of the sample: production cycle; keywords; country of origin; main authors and journals; related fields of knowledge. As a contribution, this article is expected to build an overview of the existing literature on multicriteria in the data analysis of entrepreneurship.

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References

BURACAS, A.; ZVIRBLIS, A.; JOKSIENE, I. Measurement of Entrepreneurship Macro Sur-rounding Advantages: Country’s Economic Competitiveness Approach. Engineering Eco-nomics, v. 23, n. 1, p. 5-13, 2012. http://dx.doi.org/10.5755/j01.ee.23.1.1219

COSTA, H. G. Modelo para webibliomining: proposta e caso de aplicação. Revista FAE, Curitiba, v. 13, n. 1, jan./jun. 2010.

CHEN, Z.; LI; H.; KONG, S. C.; XU, Q. An analytic knowledge network process for construc-tion entrepreneurship education. Journal of Management Development, v. 25, n. 1, p. 11-27, 2006. http://dx.doi.org/10.1108/02621710610637936

CHOU, C.; SHEN, C.; HSIAO, H. Preliminary exploration of teaching excellence in technical institutes and colleges in Taiwan-presenting entrepreneurship education as an example. Transportation, p. B915, 2010.

CRISTIAN-AURELIAN, P.; CRISTINA, S. P. Entrepreneurship Education and e-learning: A Perfect Match. Journal of Electrical and Electronics Engineering, v. 5, n. 1, p. 203, 2012.

DELUYI, A. H. M.; SOFIAN, S; HAMID, A. B. A.; KAZEMI, M. Screening Efficiency and En-trepreneurship Potential in Automotive Suppliers Using DEA. Applied Mechanics & Materi-als, n. 554, 2014. http://dx.doi.org/10.4028/www.scientific.net/AMM.554.510

DUVAL-COUETIL, N., PILCHER, J., WEILERSTEIN, P., & GOTCH, C. Undergraduate In-volvement in Intellectual Property Protection at Universities: Views from Technology Transfer Professionals. Development, v. 11, p. 12, 2014.

EVANS, R. S.; PARKS, J.; NICHOLS, S. The Idea to Product® Program: An Educational Model Uniting Emerging Technologies, Student Leadership and Societal Applications. Inter-national Journal of Engineering Education, v. 23, n. 1, p. 95-104, 2007.

FERREIRA, F. A.; MARQUES, C. S.; BENTO, P.; FERREIRA, J. J.; e JALALI, M. S. Opera-tionalizing and measuring individual entrepreneurial orientation using cognitive mapping and MCDA techniques. Journal of Business Research, v. 68, n. 12, 2691-2702, 2015. http://dx.doi.org/10.1016/j.jbusres.2015.04.002

GALLOWAY, L.; ANDERSON, M.; BROWN, W. Are engineers becoming more enterprising? A study of the potentials of entrepreneurship education. International Journal of Continuing Engineering Education and Life Long Learning, v. 16, n. 5, p. 355-365, 2006. http://dx.doi.org/10.1504/IJCEELL.2006.010958

GOMES, L. F. A. M.; MACHADO, M. A. S.; RANGEL, L. A. D. The multiple choice problem with interactions between criteria. Pesquisa Operacional, v. 35, n. 3, p. 523-537, 2015. http://dx.doi.org/10.1590/0101-7438.2015.035.03.0523

GOMEZELJ, D.; KUŠCE, I. The influence of personal and environmental factors on entre-preneurs' performance. Kybernetes, v. 42, n. 6, p. 906-927, 2013.

http://dx.doi.org/10.1108/K-08-2012-0024

GONÇALVES FILHO, C. et al. Strategy, market orientation and entrepreneurship: proposition and test of rival business performance prediction models. International Journal of Entre-preneurship and Innovation Management, v. 15, n. 4, p. 275-291, 2012. http://dx.doi.org/10.1504/IJEIM.2012.048082

GUGLIELMETTI, F. R.; MARINS, F. A. S.; SALOMON, V. A. P. Comparação teórica entre métodos de auxílio à tomada de decisão por múltiplos critérios. In: SIMPÓSIO BRASILEIRO DE PESQUISA OPERACIONAL., 35., 2003. Anais… Natal-RN, 2003.

HAN, J.; YANG, Y.; ZHAO, Y. Evaluation of entrepreneurial environment based on fuzzy comprehensive evaluation method. In: MACHINE LEARNING AND CYBERNETICS (ICMLC), 2012 INTERNATIONAL CONFERENCE ON. IEEE, Anais… 2012. p. 305-309. http://dx.doi.org/10.1109/ICMLC.2012.6358930

KHANDUJA, D.; KAUSHIK, P. Exploring education driven entrepreneurship in engineering graduates in India. International Journal of Continuing Engineering Education and Life Long Learning, v. 19, n. 2-3, p. 256-270, 2009. http://dx.doi.org/10.1504/IJCEELL.2009.025032

KARIMI, S.; CHIZARI, M.; BIEMANS, H. J.; MULDER, M. Entrepreneurship education in Iranian higher education: The current state and challenges. European Journal of Scientific Research, v. 48, n. 1, p. 35-50, 2010.

JAMALI, R.; FIROUZI JAHANTIGH, F.; SAZVAR, A.; MALEKI, N. Female Entrepreneurship Challenges in Iran’s Co-Operative Sector. Advanced Materials Research. Trans Tech Pub-lications, 2012. p. 2226-2229. http://dx.doi.org/10.4028/www.scientific.net/AMR.433-440.2226

PAPAYANNAKIS, L., KASTELLI, I., DAMIGOS, D. MAVROTAS, G. Fostering entrepreneur-ship education in engineering curricula in Greece. Experience and challenges for a Technical University. European Journal of Engineering Education, v. 33, n. 2, p. 199-210, 2008. http://dx.doi.org/10.1080/03043790801980086

PARDEDE, E.; LYONS, J. Redesigning the assessment of an entrepreneurship course in an information technology degree program: Embedding assessment for learning practic-es. Education, IEEE Transactions on, v. 55, n. 4, p. 566-572, 2012. http://dx.doi.org/10.1109/TE.2012.2199757

QIAN, H.; HAYNES, K. E. Beyond innovation: the Small Business Innovation Research pro-gram as entrepreneurship policy. The Journal of Technology Transfer, v. 39, n. 4, p. 524-543, 2014. http://dx.doi.org/10.1007/s10961-013-9323-x

REZAEI, J.; ORTT, R.; SCHOLTEN, V. An improved fuzzy preference programming to eval-uate entrepreneurship orientation. Applied Soft Computing, v. 13, n. 5, p. 2749-2758, 2013. http://dx.doi.org/10.1016/j.asoc.2012.11.012

ROSTAMZADEH, R.; ISMAIL, K.; BODAGHI, K. N. H. An application of a hybrid MCDM method for the evaluation of entrepreneurial intensity among the SMEs: a case study. The Scientific World Journal, v. 2014, 2014. http://dx.doi.org/10.1155/2014/703650

RUDA, W.; MARTIN, T. A.; DANKO, B. Target group-specific design of student entrepreneurship support–A German example focusing on start-up motives and barriers. Acta Polytechnica Hungarica, v. 6, n. 3, p. 5-22, 2009.

RUDA, W.; MARTIN, T. A.; DANKO, B. Comparing Start-up Propensities and Entrepreneur-ship Characteristics of Students in Russia and Germany. Acta Polytechnica Hungarica, v. 9, n. 3, 2012.

SAEE, J. A critical evaluation of Australian entrepreneurship education and training. In: Proceedings of the Internationalizing Entrepreneurship Education and Training Conference. 1996.

SCHWARTZ, M.; GÖTHNER, M. A multidimensional evaluation of the effectiveness of busi-ness incubators: an application of the PROMETHEE outranking method. Environment and Planning C: Government and Policy, v. 27, n. 6, p. 1072-1087, 2009.

SHA, K. H. C. K.; HUNG, C. Y.; LIN, B. S. P. Evaluating development strategies for Taiwan's iB3G industry: a fuzzy MCDM approach. In: Engineering Management Conference, 2004. Proceedings. 2004 IEEE International. IEEE, 2004. p. 258-262. http://dx.doi.org/10.1109/IEMC.2004.1407116

SILVA, G. B; BARROS, M. D; COSTA, H. G. Entrepreneurship Education: A brief literature review. I Encontro Interestadual de Engenharia de Produção. São João da Barra-RJ, 2015a.

SILVA, G. B;; COSTA, H. G.; BARROS, M. D. Entrepreneurship in Engineering Education: A Literature Review. The International Journal of Engineering Education, v. 31, n. 6(A), p. 1701–1710, 2015b.

SILVA, A. C. C. J.; FURTADO, J. H.; ZANINI, R. R. Evolução do empreendedorismo no Brasil baseada nos indicadores do global entrepreneurship monitor (GEM). Revista Produção Online, v. 15, n. 2, p. 758-780, 2015. 10.14488/1676-1901.v15i2.1940

STAMBOULIS, Y.; BARLAS, A. Entrepreneurship education impact on student attitudes. The International Journal of Management Education, v. 12, n. 3, p. 365-373, 2014.

http://dx.doi.org/10.1016/j.ijme.2014.07.001

TIAN, Y.; WEN, C.; HONG, S. Global scientific production on GIS research by bibliometric analysis from 1997 to 2006. The Journal of Informetrics, v. 2, n. 1, p. 65-74, 2008. http://dx.doi.org/10.1016/j.joi.2007.10.001

TSAI, W.; KUO, H. Entrepreneurship policy evaluation and decision analysis for SMEs. Expert Systems with Applications, v. 38, n. 7, p. 8343-8351, 2011.http://dx.doi.org/10.1016/j.eswa.2011.01.022

TSAI, W. H.; LEE, P. L.; SHEN, Y. S.; HWANG, E. T. A combined evaluation model for en-couraging entrepreneurship policies. Annals of Operations Research, v. 221, n.1, p. 449-468, 2014. http://dx.doi.org/10.1007/s10479-011-1029-6

VALLE, L. A.; GUTIERREZ, R. H.; COSTA, H. G. Estudo bibliométrico da produção científi-ca em gestão de processos na saúde no Brasil. In: ENCONTRO NACIONAL DE ENGE-NHARIA DE PRODUÇÃO, 33., Anais... Salvador-BA, 2013.

VAN RAAN, A. F. J. Comparison of the Hirsch-index with standard bibliometric indicators and with peer judgment for 147 chemistry research groups. Scientometrics, v. 67, n. 3, p. 491-502, 2006. http://dx.doi.org/10.1007/s11192-006-0066-4

ZAPPE, S.; HOCHSTEDT, K.; KISENWETHER, E.; SHARTRAND, A. Teaching to innovate: Beliefs and perceptions of instructors who teach entrepreneurship to engineering students. The International journal of engineering education, v. 29, n. 1, p. 45-62, 2013.

ZHANG, G.; XIE, S.; HO, Y. S. A bibliometric analysis of world volatile organic compounds research trends. Scientometrics, v. 83, n. 2, p.477-492, 2009. http://dx.doi.org/10.1007/s11192-009-0065-3

ZYOUD, S. E. H.; AL-JABI, S. W.; SWEILEH, W. M.; AWANG, R. A bibliometric analysis of toxicology research productivity in Middle Eastern Arab countries during a 10-year period (2003-2012). Health research policy and systems/Bio Med Central, v.12, p.4, 2014.

YANG, D.; ZHAO, X. Study on Evolutionary Path of University Students’ Entrepreneurship Training. Mathematical Problems in Engineering, 2014. http://dx.doi.org/10.1155/2014/535137

WILLERDING, I. A. V.; PRADO, M. L.; LAPOLLI, E. M. A trilogy of entrepreneurship: per-formance, capacity and competence as a factor of success for micro and small enterpris-es. IEEE Latin America Transactions, v. 10, n. 5, p. 2017-2024, 2012. http://dx.doi.org/10.1109/TLA.2012.6362343

Published

2017-09-15

How to Cite

Barros, M. D. de, Costa, H. G., Silva, G. B. da, Barcelos, M. R. dos S., & Oliveira, A. S. (2017). Multicriteria analysis on entrepreneurship data: a bibliometric study. Revista Produção Online, 17(3), 1069–1089. https://doi.org/10.14488/1676-1901.v17i3.2764

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Section

Papers