GEM research: achievements and challenges
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THE GEM RESEARCH:
ACHIEVEMENTS AND CHALLENGES
Claudia Álvarez claudiapatricia.alvarez@uab.es
Departamento de Economía de la Empresa Universitat Autónoma de Barcelona
Edifici B 08193 Bellaterra (Cerdanyola del Vallés) - Barcelona Tel. 935811209 / Fax. 935812555
David Urbano david.urbano@uab.es
Departamento de Economía de la Empresa Universitat Autónoma de Barcelona
Edifici B 08193 Bellaterra (Cerdanyola del Vallés) - Barcelona Tel. 935811209 / Fax. 935812555
José Ernesto Amorós
eamoros@udd.cl
School of Business and Economics
Univesridad del Desarrollo
Av. Plaza 700, Las Condes. Santiago, Chile.
Tel 56(2) 3279438 / Fax 3279241
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THE GEM RESEARCH: ACHIEVEMENTS AND CHALLENGES
ABSTRACT
This paper analyzes the content and the evolution of research based on the GEM Project
(Global Entrepreneurship Monitor). With this aim, we conducted a rigorous search of the
published articles in journals included in the Thomson Reuters´ Social Sciences Citation
Index®, through an exploratory analysis focused in the articles that have used GEM data. The
main findings of the study show that the institutional approach is the most commonly used
conceptual framework. Also, although there are still few academic publications using GEM
data, the number of articles is increasing in terms of opportunities for future research lines.
Key Words: Global Entrepreneurship Monitor (GEM), literature review, institutional
approach, SSCI.
JEL Classification: L26, B25, M13, O57
1. INTRODUCTION
Given the need for endogenous development strategies for countries and regions,
entrepreneurship emerges as one of the main mechanisms for social and economic growth
(Audretsch and Keilbach 2004, Wennekers et al. 1999 and 2005, van Stel et al. 2005). As a
result, there is a growing interest in the different public and private initiatives to promote
entrepreneurial activity, as well as in the academic community for further analysis of this
phenomenon.
Seeking to provide internationally comparable data on entrepreneurial activity (Reynolds et al.
1999, Reynolds et al. 2005), researchers at Babson College (USA) and London Business
School (UK) created in 1999 the Global Entrepreneurship Monitor (GEM), The purpose of
GEM project was to use empirical data to assess the level of entrepreneurial activity across
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countries, to understand how entrepreneurial activity varies over time, and to understand why
some countries are more entrepreneurial than other. In addition to that, GEM researchers
sought to explore the relationship between entrepreneurial activity and economic growth and
identify which public policies boost entrepreneurship.
Between 1999 and 2009, approximately one million people have been surveyed and eleven
thousand experts interviewed in association with GEM project1
This paper aim to explore the content and evolution of research based on the GEM project,
identifying topics, unit of analysis, and statistical techniques, as well as the authors and articles
with greater impact. A search of SSCI articles that used GEM data was conducted and analyzed
using the Journal Citation Report (JCR)
. The number of academic
papers that use the GEM database is growing. Despite the growing numbers of people using
and collaborating with the GEM project, few systematic reviews of GEM based research was
found on the literature published on the Social Sciences Citation Index (SSCI). Considering the
incremental scientific research using GEM data set, it is important to provide an overview of
research using GEM data and systematize finding in search of future research needs.
2
This work is aligned with the research of Acs et al. (2009), Alvarez and Urbano (2010)
Amorós, Bosma and Levie (2010) and Urbano et al. (2010) who have analyzed the relevant
scientific articles that use GEM databases to produce knowledge. The structure of this article is
as follow: first, a conceptual framework for the analysis of published research on the GEM is
presented. Second, we describe the methodology used to analyze the research and present the
results of this study. Finally, highlight achievements and challenges for GEM research.
.
1. GEM Project has the adult population survey and expert interviews, as primary sources of data collection (in addition to primary information on macroeconomic variables and other similar). Until 2009 there had been 1,038,746 adult surveys and 11,160 expert interviews. 2 Both SCCI and JRC are part of Thomson Reuters Web of Knowledge SM (formerly ISI Web of Knowledge) that is an unified research platform for find, analyze, and share information in the sciences, social sciences, arts, and humanities. More information at: http://wokinfo.com/
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2. GENERAL FRAMEWORK: INSTITUTIONAL APPROACH AND NEW
VENTURES CREATION.
From a general perspective, the research in the field of entrepreneurship3
This paper takes these approaches putting focus on sociological approach as first analysis
criterion. Specifically, we consider the Institutional Economic Theory (North 1990 and 2005)
applied to the analysis of new business creation (Diaz et al. 2005; Urbano 2006; Veciana and
Urbano 2008). In this context, institutional factors are the driver-conditions for
entrepreneurship, distinguishing between formal factors (public agencies and policies to
support business start-ups, procedures and costs to start a business, etc.) and informal factors
(entrepreneurs networks, entrepreneurship role-models, attitudes toward entrepreneurship,
etc.). To compare the results with the institutional approach, we will also consider the
economic approach.
has been placed
under three broad approaches: (a) The economic approach, where researchers emphasize
aspects of economic rationality and, broadly argue that new venture creation is due mainly to
economic issues (Audretsch and Thurik 2001, Audretsch and Keilbach 2004, Parker 2004;
Wennekers et al. 2005, among others). (b)The psychological approach posits that individual
factors or psychological traits determine entrepreneurial activity (McClelland 1961, Collins et
al. 1964; Carsrud and Johnson 1989, among others). (c) The sociological and institutional
approach argues that the socio-cultural environment determines the decision to start a business
(Shapero and Sokol 1982, Aldrich and Zimmer 1986, Berger 1991, Busenitz et al. 2000;
Steyaert and Katz 2004; Manolova et al. 2008; among others).
In the specific area of entrepreneurship and environmental factors, Gnyawali and Fogel (1994)
consider five dimensions that influence entrepreneurial activity: a) government policies and
3 While entrepreneurship as a discipline is a relative new field several authors have made significant theoretical and empirical contributions in recent decades being only some of them Gartner 1985; Brockhaus 1987; Johannisson 1988; Bygrave y Hofer 1991; Gnyawali y Fogel 1994; Shane y Venkataraman 2000; Verheul et al. 2001; Busenitz et al. 2003; Davidsson 2003; Steyaert y Hjorth 2006 and others.
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procedures, b) social and economic environment, c) knowledge and entrepreneurial skills, d)
financial assistance for new ventures4
Governmental policies and procedures are governmental actions that can influence some
market mechanisms. These can help the market to work more efficiently by removing market
imperfections and rigid administrative regulations. Social conditions, they can be defined as
social attitudes conducive to entrepreneurial activity, such as the presence of experienced
entrepreneurs and successful role models. The economic conditions are related to the
proportion of small businesses and their dynamism, economic growth and diversity of
economic activities. Knowledge and entrepreneurial skills are the skills needed to start a new
company. These skills are acquired through training and education, and may focus on skill
improvement about business plan development, or about business management in general.
Entrepreneurs also require both financial (funding to launch their business, diversify the risk
for start, growth and expansion), and non-financial assistance (support for market research,
prepare the business plan, contacts and networks with other entrepreneurs, etc.).
, e) non-financial assistance.
If North’s (1990, 2005) Institutional Economic Theory and Gnyawali and Fogel´s (1994)
theory is intertwined (see Figure 1), we can see that government policies and procedures,
knowledge and entrepreneurial skills, and financial and no financial assistance are related to
formal factors, while social conditions relate to the informal factors. Similarly, economic
conditions can be addressed within the economic approach to business creation.
[Insert Figure 1]
3. METHODOLOGY
In literature reviews, defining the criteria for selecting the articles that will be analyzed is a
challenge, however, the use of SSCI for sampling has gained consensus recently. The SSCI
standard also makes it possible to analyze the impact factor of related articles using JCR5
4.Although Fogel and Gnyawali (1994) provide the social and economic conditions together, in this work have been considered separately in order to adapt the conceptual framework used.
.
5 This approach has been used by authors like Davidsson and Wiklund (2001), Dean et al. (2007), van Praag and Versloot (2007) and Brush et al. (2008) among other.
6
Following this criterion, we conducted a search of articles using SSCI Web of Knowledge tool
and look for the fields of title, abstract and text of the article following these key words: GEM,
Global Entrepreneurship Monitor, GEM and Entrepreneurship, GEM data. Our first round
includes the highest impact index in “Business”, according to JCR (Academy of Management
Journal, Academy of Management Review, Strategic Management Journal, Administrative
Science Quarterly), but no items were found that use the GEM database.
We also searched specially entrepreneurship and small business management journals
(Entrepreneurship & Regional Development, Entrepreneurship: Theory & Practice,
International Small Business Journal, Journal of Business Venturing, Journal of Small
Business Management, and Small Business Economics6
This gave a total of 69 articles of which 62 are strictly empirical, 4 are introductions to special
issues dedicated to the GEM project and 3 on methodological issues and descriptive of GEM
project.
). There were 48 articles on journals
related to Entrepreneurship, but there were no articles in the Journal of Small Business
Management. Finally, we made an extensive search throughout the SSCI restricting the search
to the areas of economics, business and the other topics related to business management and
found other 21 articles that met the selection criteria described above. From the results we
select the articles that use GEM data in the empirical section either by drawing on the GEM´s
database directly, or on reports published by the GEM Global, national or regional teams. We
included articles that present the methodology of the GEM, and introductions to special issues
related to scientific research using data from GEM. Likewise, we dismissed some works that
only use GEM data to compare results with other investigations or to contextualize some
frameworks, but did not use GEM data to construct empirical variables.
After the selection process we proceeded with an exploratory study of the research topic,
theoretical or empirical, and the different methodologies used (level of analysis, statistical
techniques, data source used). In addition, we identified the impact of these articles with the
6 The impact factor according JCR 2009 is the next: Academy of Management Review (7.867), Academy of Management Journal (6.483), Strategic Management Journal (4.464), Administrative Science Quarterly (3.842), Journal of Business Venturing (2.260), Entrepreneurship: Theory & Practice (1.704), Small Business Economics (1.380), International Small Business Journal (1.347), Journal of Small Business Management (1.088), Entrepreneurship & Regional Development (1.020).
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number of citations in the SSCI, the number of authors per article, the authors’ highlights and
the most active in publishing.
Finally we did a correspondence analysis to describe the relationship between two nominal
variables (economic approach / institutional vs. journal, level of analysis and statistical
technique). Correspondence analysis has similarity with contingency tables, and also provides
measures and tests of association, but the tables cannot plot any relationship between variables,
as it does correspondence analysis.
4. RESULTS: THE ACADEMIC RESEARCH AT GEM PROJECT
4.1 Qualitative analysis
As stated above, this paper takes as conceptual framework the institutional approach.
Specifically, we classified the articles according to the environmental factors proposed by
Gnyawali and Fogel (1994), and adapted to North´s (1990, 2005) institutional approach (see
Figure 2). Table 1 shows the subject classification, excluding the theoretical articles and those
dedicated to methodological aspects.
[Insert Figure 2]
Table 1 shows that most empirical work are related to social conditions (44%), followed by
economic conditions with 29% on entrepreneurship financial and non-financial assistance
(11%), government policies and procedures (8%), formal and informal institutional factors
(5%) and finally, knowledge and entrepreneurial skills (3%)7
[Insert Table 1]
.
7 Considering the strict definition of knowledge and entrepreneurial skills given by Gnyawali and Fogel (1994), few items that can be classified in this dimension, because although many studies consider the perceptions of entrepreneurial skills, these authors included in this dimension formal aspects of education and training, while the
perceptual aspects were included in social conditions.
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With regard to social conditions, 44% are works directly related to the role of institutions, such
as Aidis et al. (2008) that explore how institutions and networks have influenced the
(under)development of entrepreneurship in Russia. Anokhin and Schulze (2008) argue that
corruption undermines confidence in the institutions required to develop entrepreneurial and
innovative new business. Kwon and Arenius (2010) examine the effects of social capital on the
perception of entrepreneurial opportunities. Pinillos and Reyes (2009) analyzed the relationship
between cultural dimension (individualist-collectivist orientation) and entrepreneurial activity.
Tominc and Rebernik (2007) explain the factors that influence entrepreneurial activities in
post-socialist countries. Vaillant and Lafuente (2007) evaluated the impact of different
institutional environments on rural vs. urban entrepreneurship. Other examples like Bjørnskov
and Foss (2008) relates institutional indicators of economic freedom and entrepreneurial
activities, while De Clercq et al. (2010) discuss the propensity of international start-ups
businesses and their relationship with the institutional environment.
Other authors like Arenius and Minniti (2005) investigate variables related to the individual
decision to be an entrepreneur, using socio-demographic characteristics (age, gender,
education), economic (household income, employment status) and perception variables
(opportunities recognition, fear of failure, entrepreneurial skils and abilities.). Using perception
variables, Arenius and De Clercq (2005) argue that entrepreneurship is conditioned by the
opportunities perception that also depends on the entrepreneur's social networks. Finally
Koelling (2008) uses perception variables of to explain the degree of innovation entrepreneurs.
The results of the previous articles have been used in other line that examines variables related
to the decision to be an entrepreneur in specific groups like women entrepreneurs and ethnic
entrepreneurs. On women entrepreneurs, Rebernik and Tominc (2004) analyzed the differences
between female and male entrepreneurs in Croatia and Slovenia; Arenius and Kovalainen
(2006) explore women's preferences for self-employment in the Nordic Countries, Baughn et
al. (2006) evaluated the impact of specific norms supporting women entrepreneurs and Verheul
et al. (2006) find that entrepreneurial activity rates of men and women are influenced by the
same factors and in the same direction, but some of them have a differential impact on women.
Also, Minniti and Nardone (2007) suggest that perceptual variables explain the gender
differences regarding the decision to start a business and these differences are universal and are
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not conditioned by socioeconomic circumstances and context. Langowitz and Minniti (2007)
also show that the perception variables are determinants of entrepreneurial activity by gender,
but women have less favorable perceptions about themselves and the environment. Wagner
(2007) investigates which variables are related to gender differences in entrepreneurship,
emphasizing the fear of failure (which is higher in women) as the main reason for not starting a
new business. Thompson et al. (2009) explore the characteristics of self-employed women who
manage their home-based businesses. On the ethnic entrepreneurs, Koelling and Minniti (2006)
study the variables related to rates of entrepreneurship in black and white Americans, while
Levie (2007) assesses the effect of ethnic origin on the propensity to be entrepreneur in the
United Kingdom.
In the dimension related to economic conditions (29%) we found several authors who analyzed
the relationship between entrepreneurship and economic growth, one of the main objectives of
the GEM project. For example, van Stel et al. (2005) and Wong et al. (2005) show the
influence of entrepreneurship on economic growth, finding that this relationship depends more
on countries´ total per-capita income that national levels of innovation. Wennekers et al.
(2005), using an econometric model, determine a U-curve relationship between economic
development and the rate of start-ups. Valliere and Peterson (2009) present an extension of the
economic growth model developed by Wong et al. (2005), which reflects differences in the
economic effects of entrepreneurship by opportunity and necessity, both in emerging countries
as in developed ones. Acs and Amorós (2008) and Larroulet and Couyomdjian (2009) studied
the relationship between entrepreneurship, competitiveness and economic growth with
emphasis on Latin America. Frederick and Monsen (2009) explain why New Zealand only
exhibits a moderate level of economic development despite its high level of entrepreneurship
actitity. Acs and Varga (2005) identify the relationship between variations in entrepreneurial
activity of countries and the spatial structure of economies with the dissemination of
knowledge, and economic growth. Bosma and Schutjens (2007) analyze entrepreneurship in
different regions of Europe, Rocha and Sternberg (2005) explore the impact of clusters and
agglomerations on new business creation in the Germany regions. Similarly, Acs et al. (2007)
conducted a study comparing Ireland and Hungary, and found significant differences in terms
of entrepreneurial activity and level of development, while Hessels et al. (2008) analyzed
whether socioeconomic variables can explain the impact of entrepreneurial motivations.
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Hessels and van Stel (2009) analyze the relationship between new business and country
economic growth rate, taking into account the guidance international-oriented new ventures.
Other economic conditions studied are the size of the regional economy (Naude et al. 2008)
and FDI (De Clercq et al. 2008).
The authors that analyzed government policies and procedures (8%) have focused on the
relationship between regulation and entrepreneurial activity, studying aspects such as enty
regulation and labor regulation (van Stel et al. 2007), working time and legal practices
(Stephen et al. 2009), costs to start a business (Ho and Wong 2007) and the degree of economic
freedom (McMullen et al. 2008). Some of results of this type of research indicate that the
regulation affected differently the opportunity versus necessity-based entrepreneurship (Ho and
Wong 2007, van Stel et al. 2007, McMullen et al. 2008). Finally, Du and Vertinsky (2009)
focus on the relationship between ownership structure and legal system of countries.
Issues related to financial assistance (11%) have been studied by authors like Maula et al.
(2005) and Szerb et al. (2007), focusing on the determinants of informal investment and
demographic and perceptual variables (age, gender, education, entrepreneurial skills and
abilities, household income, employment status, perception of opportunities, fear of failure,
networks). Szerb et al. (2007) put focus on specific countries such as Croatia, Hungary and
Slovenia. Roper and Scott (2009) analyzed the impact of gender on the perceptions about
difficulties to accessing funding and the decision to start a new business. The results show that
women preceive more financial barriers than men and that in turn negatively affects the
perception of their intentions to be entrepreneurs. Amorós et al. (2008) analyzed the case of
formal and informal new venture finance in Chile based on business angels data and official
statistics of Chile. Finally Levie and Lerner (2009) compare between family and nonfamily
businesses in the UK regard their financial and human resources.
With regard to knowledge and entrepreneurial skills (3%), De Clercq and Arenius (2006)
related knowledge (as a result of formal education) and have knowledge of other entrepreneurs,
with the probability of starting a new business. Levie and Autio (2008) show the impact of
formal education and entrepreneurship training in entrepreneurial activity.
If we relate Gnyawali and Fogel (1994) work with the approach of North (1990 and 2005), our
analysis shows that informal factors (social conditions) and formal factors (policies and
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procedures of governance, financial assistance and non-financial, knowledge and
entrepreneurial skills) are the main grounded frameworks on the considered papers (69%),
while only 31% of the studies are based on the strictly economic approach. Thus, at least based
on these preliminary results, it appears that there is some preponderance in the analysis of
environmental factors, a fact that confirms the trend that is taking place in recent years in the
entrepreneurship literature.
With regard to non-empirical articles, three methodological articles were found (Acs et al.
2008b, Reynolds et al. 2005, Reynolds 2008) and four introductions to special issues (Acs et
al. 2008a; Acs and Amorós 2008a; Acs and Szerb 2007; Sternberg and Wennekers 2005). On
the methodological ones, Reynolds et al. (2005) presented and described the conceptual model
of GEM, its features and implementation from 1998 to 2003. Acs et al. (2008b) compare GEM
data with information about entrepreneurship from the World Bank (World Bank Group
Entrepreneurship SurveyWBGES). Finally, Reynolds (2008) analyzes the impact of changes in
the formulation of survey questions to the adult population either in the same language or in
different languages over time, and the rates of entrepreneurial activity in the United States. The
results show that the rates of new entrepreneurs remain constant between 1998 and 2006. As a
conclusion based on these works we can said that although the GEM´s methodology has been
working since the onset of the project including several improvements that have been made
year-by year and reported in the various Global Reports (see Bosma and Levie, 2010), there are
few academic papers on the methodological aspects of GEM model and GEM methodology.
Related to introductions to special issues dedicated to GEM, three correspond to the journal
Small Business Economics. The first focuses on the variation in entrepreneurial activity in
developed countries (Sternberg and Wennekers 2005). The second describes the advances on
the relationship between entrepreneurial activities, economic growth and public policies,
including developed and transition countries (Acs and Szerb 2007), while the third examines
the relationship between levels of economic development and entrepreneurship activity
including developed, transition and developing countries (Acs et al. 2008a). The other special
issue is for the Chilean Journals Estudios de Economía where Acs and Amorós (2008a) repeats
the development of entrepreneurship and link stages of economic development of countries
with different characteristics of entrepreneurial activities in developed and emerging countries.
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Both Acs et al. (2008a) and Acs and Amorós (2008a) emphasize that there is not much
progress as far as theoretical studies related to the GEM, probably due to the relative initial
phase of the “life cycle” of the GEM project (relative to the production of an academic
outputs). These arguments suggest that as GEM matures, there will be more publications in
high-impact journals, including literature reviews and articles related to the extensions of the
GEM model8
.
4.2 Quantitative analysis
As mentioned earlier in the methodology, there were no articles in major journals in the area of
“Business” according to the JCR impact factor. This might be considered an important
opportunity for research and also a future indicator of consolidation of GEM based research.
No doubt the journal that has a key role on the drive of GEM-based research is Small Business
Economics, with 51% of the articles, followed with 6% in International Small Business
Journal, 6% in Entrepreneurship & Regional Development, 4% in Entrepreneurship Theory &
Practice, 4% Journal of Business Venturing and 3% European Planning Studies. 19% are split
between several journals. A particular case is Estudios de Economía that has 7% of the articles,
but it continued a special issue related to GEM topics and so future publications might not be
recurring. It is interesting to note that none article using the GEM dataset were found in the
Journal of Small Business Management (JSBM), even though it had an impact factor of 1.088
in 2009 which is considered high. In adition to that, JSBM focuses on small business
management and entrepreneurship.
The results indicate that the special issues published on Small Business Economics determine
the number of articles per year. However, considering that the largest number of articles (19) is
in 2008, this indicates a growing trend in using GEM data even without special issues.
Importantly, although the GEM Project began in 1999, the first articles on JCR were in 2004 in
8 For information about GEM model evolution see the GEM Global Report 2008 (Bosma et al. 2009).
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Small Business Economics, European Planning Studies and Drustvena Istrazivanja (see Table
2).
[Insert Table 2]
Depending on the level of analysis, based on the criteria stated by Sternberg and Wennekers
(2005), the articles were classified as micro if empirical work made use of individual data from
the GEM database, meso if he was referring to regions and macro when it came to data related
to whole countries. The results indicate that the work has focused on the analysis of
entrepreneurial activity from a micro perspective (45%) and macro (45%), while only 10% at
the regional level (see Table 3).
[Insert Table 3]
As expected by the level of analysis (micro) and the nature of the GEM data (binary responses,
1/0), the statistical techniques used in empirical works are logit models, probit, tobit with 40%,
you followed by multiple linear regression analysis associated with the macro level, with 35%
panel data (11%) and other techniques (13%) (see Table 4). There were no items that make use
of qualitative methods, an aspect which can also point to emerging future research.
[Insert Table 4]
Related to the unit of analysis, it is possible to identify several types of dependent variables.
Most of the articles (72%), both at micro and macro, make use of dependent variables related
to entrepreneurial activity. They were followed by studies that use dependent variables related
to economic issues, especially growth and economic development (10%) and the works that
attempt to explain the perception of opportunities and motivation to be entrepreneur (10%).
Finally, the remaining 8% used some financial aspect as the dependent variable.
As already mentioned, the GEM project has two main sources of data: the adult population
survey (APS) and the national expert survey (NES). It is interesting to note that 95% of the
articles uses the APS and a by consequence only 5% use the information provided by national
experts, supplemented by APS data. Thus, it is clear that the information provided by experts is
an untapped opportunity in future publications.
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Most of the articles have two authors (57%), 30% with three authors, 6% have four or more
authors and 7% have a single author. Likewise, the average number of authors per article is
2.42. These results highlight the importance of research teams working on the individual.
To approximate the activity of the national teams were classified items according to the
country for each of the authors9
[Insert Table 5]
. The three countries with more items is the United States
(17.4%) followed by Netherlands (15%), and the UK (13.8%). As seen in Table 5 there is a
clear predominance of authors from European universities and institutions that is consistent
with the greater number of participating countries of this continent. But considering that
between 2001 and 2009 have participated in the GEM Project 76 countries, we can say that the
number of countries with scientific publications is still very low. Note also that despite the high
participation of Latin American countries in GEM project (13 countries), there are only
publications from Chile. This fact can be regarded as a niche research for Latin American
scientific community.
To analyze the impact of the articles made use of the appointments according to the SSCI.
Results indicate that the most cited article (56 citations) is Reynolds et al. (2005) which
described the GEM´s methodology and the project development. This is followed with 35 cites
by Wennekers et al. (2005) which shows a U-shaped relationship between entrepreneurial
activity and level of economic development. Below are Arenius and Minniti (2005) and van
Stel et al. (2005) with 34 and 33 citations each. Table 6 presents the 15 most cited papers10
[Insert Table 6]
.
Furthermore, the authors that published more articles are Acs, Arenius with seven, Thurik and
van Stel with six articles and Autio, Minniti and Hessels with four aticles (see Table 7).
9 The country of the author refers to the country associated with the first affiliation institution in was developing his scientific activity at the time of publication and not the country of origin or residence. 10 With more years of publishing, the articles have more chances of being cited compared with others recently published. Therefore, it is often calculated an index of citations weighted by the number of years of publication. In this sense, this work has not considered this index because of the results do not vary with respect to those presented in Table 6 (since the horizon-period between 2005 and 2009 - is quite small).
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[Insert Table 7]
In order to complement the above results graphical representations of contingency tables were
developed (correspondence analysis11
As presented in the section related to the conceptual framework, this work is regarded to the
institutional approach. Nevertheless, the economic approach of new business creation is
considered, for purposes of comparison. In this sense, initially examined whether it was
possible to establish a statistically significant association between the different journals and
approaches (institutional / economic), however the significance level of χ
). These correspondences allow associations and
similarities evident in the publications that make use of the GEM database.
2
Subsequently we explored the relationship between the level of analysis and approaches
(institutional / economic). The results indicate that the χ
indicates that the
relationship is not significant. Nevertheless, it is important to note that the economic approach
is mainly used by Small Business Economics in 12 of the 64 empirical articles and an article on
Entrepreneurship & Regional Development. The remaining articles focus on the analysis of
environmental factors.
2
We also found a statistically significant association of 0.01 (χ 2 of 26.25 with 12 degrees of
freedom) between the statistical techniques used in the articles and approaches (institutional /
is 28.35 with 8 degrees of freedom,
significant at 0.00, and therefore concluded that there is a statistical association between the
level of analysis and focus. The graphical representation helps to visualize this relationship.
Figure 3 presents the scatter diagram biespacial between the level of analysis and approaches.
For each variable on the graph the distances between the categories points reflect the
relationship between the categories with similar ones represented close to each other. Figure 3
shows that informal institutional factors are associated with a micro level of analysis, while the
formal institutional factors and the economic approach are associated with a macro level of
analysis.
11 Correspondence analysis is a data analysis technique that allows the graphic representation of two or more qualitative variables, showing the interdependence between variables in a manner similar to principal component analysis (Hoffman and Franke 1986).
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economic), with a clearly relationship between the formal and informal institutional factors
with logistical techniques and the economic approach with the use of regression analysis (see
Figure 4). Finally the Figure 5 characterizes a tridimensional representation of the resrech
using the journals like cutting points. If well this “close-neighbor” confirms some clear
relations between some statistical techniques, type of approaches and level, possible future
lines of research will be analyze the macro vision of the institutional approach and, using the
GEM data for further micro view of the economic approach and try to “fill the empty spaces”.
[Insert Figure 3] [Insert Figure 4] [Insert Figure 5]
5. CONCLUSIONS
The Global Entrepreneurship Monitor (GEM) project is currently the largest study of
entrepreneurial activity in the world started in 1999 with 10 countries and on the latest research
from 2009 involved 54 countries (Bosma and Levie 2010). It has also managed to consolidate a
team of more than 200 academics and researchers who produces the annual national and
regional reports, explores specific themes (women entrepreneurs, high-growth new ventures,
financing of new ventures, entrepreneurship education and training, social entrepreneurship,
etc.) and allows access to harmonized information on the entrepreneurial phenomenon, which
facilitates international comparisons. In addition, national reports provide an important basis
for the design of government policies related to enhance the entrepreneurship activity in their
respective countries. Furthermore, would highlight the academic and scientific spirit of the
project related with the increased number of publications based on GEM data. As we mention
this research is growing stronger and gradually achieving greater globally legitimacy in the
field of entrepreneurship.
In this paper we have analyzed articles that use GEM data, published in journals indexed by
SCCI. We note that there are not articles in major publications in the area of "Business",
showing a possible challenge to consolidate research on the GEM. In this sense there are
“apparent barriers” in this type of journals related to general entrepreneurship topics and
specific using GEM data. However, this trend is expected to be invested in the coming years
due to the strength and positioning that are taking the discipline of entrepreneurship in the
17
academy, along with the availability of data provided by the project, a necessary condition for
develop a high-quality empirical work.
On the other hand, the total number of articles arising from GEM research is still small,
considering that the first data appeared in 1999. While the first publications are from 2004, our
analysis indicate that the number of articles per year tends to increase.
Special mention to the journal which stimulates GEM research: Small Business Economics,
characterized by a strong economic focus, consistent with the objective of the GEM. However,
in light of the conceptual framework used, the most investigated issue is related to factors
relating to the institutional approach either informal factors (44%), formal factors (22%) and
both approaches (5%) compared to 29% using the strictly economic approach. In this
connection, apart from the social conditions of the environment of entrepreneurship, several
authors discuss the government's policies and procedures, financial assistance and expertise
and entrepreneurial skills. Surely, this interest is due to the impact that increasingly,
governments have in the design of policies to promote entrepreneurship, which require
rigorous empirical evidence for proper planning and implementation.
As well there are some methodological work, which presents the GEM model and compared
their results with other measures of entrepreneurial activity, the theoretical studies are scarce
and limited to the description of the project, focusing on the introductions to special issues.
More specifically, the level of analysis considered, 45% items point to a micro perspective
from logistic regression techniques, compared with a macro perspective (45%) from linear
regressions. In this context, the regional analysis entrepreneurial activity could be considered
as a possible line of future research. In turn, the results show the limited use of information
from national experts, making it, together with the absence of qualitative work (case studies),
another challenge for researchers who are part of the GEM.
Referring to the analysis of authors and articles, as might be expected, the most cited article is
the one that introduces and describes the model of the GEM (Reynolds et al. 2005), followed
by the article by Wennekers et al. (2005). We believe that both articles have had a strong
influence on the development entrepreneurship discipline, one like a milestone of the project
18
the second like a starting point on the discussion related to the use of GEM data. For its part,
the authors are more articles are Acs, Arenius, van Stel, Thurik, Autio, Hessels and Minniti.
.
The average number of authors per article is 2.42, indicating the prevalence of research teams
working over on individual efforts. This aspect confirms the new dynamics of research that
encourage teamwork and complementarily of its members over individualism of the past.
However, the results indicate that the 76 countries that have participated in at least one year on
GEM Project, only 24 of them have an author with at least one article, but only five (USA, UK,
Netherlands, Spain and Germany) account for more than 50% of the publications. In this sense,
it would require that different national teams go beyond the phase of implementation of the
project and increasing the scientific exploitation of the results and hence publications on good
impact journals (Urbano et al. 2010). This is a “natural evolution” of the GEM project that
could evolve not only high quality reports but also the publication of high quality academic
articles. In addition, another consideration for future research, especially by the scientific
community in emerging countries, could be the analysis of the entrepreneurship dynamics in
their own cultural context and applying the institutional approach. For example there is a high
participation of Latin American countries in GEM but little involvement in publications.
As a final conclusion, we want to underline the significant progress that has been made in
GEM research, positioning the database as one of the most significant source of reference, used
in leading high-impact journals in the entrepreneurship area according JCR. Nevertheless,
academic progress in social sciences, beyond the field of entrepreneurship, via the
strengthening and promoting the use of GEM database, especially in other JCR high-impact
journals.
19
REFERENCES
Acs, Z. & Amorós, J. E. (2008a). Introduction: the startup process. Estudios de Economía, 35(2), 121-132.
Acs, Z. & Amorós, J. E. (2008b). Entrepreneurship and competitiveness dynamics in Latin America. Small Business Economics, 31(3), 305-322.
Acs, Z. & Szerb, L. (2007). Entrepreneurship, economic growth and public policy. Small Business Economics, 28(2), 109-122.
Acs, Z. & Varga, A. (2005). Entrepreneurship, agglomeration and technological change. Small Business Economics, 24(3), 323-334.
Acs, Z., Desai, S. & Hessels, J. (2008a). Entrepreneurship, economic development and institutions. Small Business Economics, 31(3), 219-234.
Acs, Z., Desai, S. & Klapper, L. (2008b). What does “entrepreneurship” data really show?. Small Business Economics, 31(3), 265-281.
Acs, Z., Amorós, J.E., Bosma, N. and Levie, J. (2009) From Entrepreneurship to Economic Development Celebrating Ten Years of Global Entrepreneurship Monitor. Frontiers of Entrepreneurship Research. Vol. 29: (16), Article 1.
Acs, Z., O'Gorman, C., Szerb, L. & Terjesen, S. (2007). Could the Irish miracle be repeated in Hungary?. Small Business Economics, 28(2), 123-142.
Aidis, R., Estrin, S. & Mickiewicz, T. (2008). Institutions and entrepreneurship development in Russia: A comparative perspective. Journal of Business Venturing, 23(6), 656-672.
Amoros, J. E., Atienza, M., & Romaní, G. (2008). Formal and Informal Equity Funding in Chile. Estudios de Economia, 35(2), 179-194.
Amorós, J.E., Bosma, N, & Levie, J. (2010) Ten Years of Global Entrepreneurship Monitor: Accomplishments and Prospects. International Journal of Entrepreneurial Venturing, forthcoming.
Aldrich, H. E. & Zimmer, C. (1986). Entrepreneurship through social networks. In D.L. Sexton & R.W. Smilor (Eds.), The art and science of entrepreneurship (pp. 3-23). New York: Ballinger.
Alvarez, C. & Urbano, D. (2010). Una década de investigación sobre el GEM: logros y retos. Academia, Revista Latinoamericana de Administración, forthcoming.
Anokhin, S. & Schulze, W. S. (2009). Entrepreneurship, innovation, and corruption. Journal of Business Venturing, 24 (5), 465-476.
Arenius, P. & De Clercq, D. (2005). A network-based approach on opportunity recognition. Small Business Economics, 24(3), 249-265
Arenius, P. & Ehrstedt, S. (2008). Variation in the level of activity across the stages of the entrepreneurial startup process-evidence from 35 countries. Estudios de Economía, 35(2), 133-152.
Arenius, P. & Minniti, M. (2005). Perceptual variables and nascent entrepreneurship. Small Business Economics, 24(3), 233-247.
Arenius, P., & Kovalainen, A. (2006). Similarities and differences across the factors associated with women's self-employment preference in the Nordic countries. International Small Business Journal, 24(1), 31-59.
Audretsch, D. B. & Keilbach, M. (2004). Does entrepreneurship capital matter?. Entrepreneurship: Theory & Practice, 28(5), 419-429.
Audretsch, D. B. & Thurik, R. (2001). What’s new about the new economy?. Sources of growth in the managed and entrepreneurial economies. Industrial and Corporate Change, 10(1), 267.
Baughn, C. C., Chua, B. & Neupert, K. E. (2006). The normative context for women's participation in entrepreneurship: A multicountry study. Entrepreneurship: Theory & Practice, 30(5), 687-708.
20
Berger, B. (1991). The culture of entrepreneurship. San Francisco: ICS Press.
Bergmann, H. & Sternberg, R. (2007). The changing face of entrepreneurship in Germany. Small Business Economics, 28(2-3), 205-221
Bjørnskov, C & Foss, N.J. (2008). Economic Freedom and Entrepreneurial Activity: Some Cross-Country Evidence. Public Choice, 134 (3-4), 307-328.
Bosma, N. & Schutjens, V. (2007). Patterns of Promising Entrepreneurial Activity in European Regions. Tijdschrift voor Economische en Sociale Geografie, 98 (5), 675–686
Bowen, H.P & De Clercq, D. (2008). Institutional context and the allocation of entrepreneurial effort. Journal of International Business Studies, 39, 747–767
Bosma, N. & J. Levie (2010), Global Entrepreneurship Monitor, 2009 Executive Report.’ Babson Park, MA, US: Babson College, Santiago, Chile: Universidad del Desarollo and Reykjavík, Iceland: Háskólinn Reykjavík University, London, UK: Global Entrepreneurship Research Association.
Bosma, N., Acs, Z., Autio, E., Coduras, A. & Levie, J. (2009). Global Entrepreneurship Monitor 2008 Executive Report. London Business School, London, UK, Universidad del Desarrollo, Santiago, Chile, and Babson College, Wellesley, MA, US.
Brockhaus, R. H. (1987). Entrepreneurial folklore. Journal of Small Business Management, 25(3), 1-6.
Brush, C.G., Manolova, T.S. & Edelman, L.F. (2008). Separated by a common language? Entrepreneurship research across the Atlantic. Entrepreneurship: Theory & Practice, 32 (2), 249-266.
Busenitz, L. W., Gomez, C. & Spencer, J. W. (2000). Country institutional profiles: Unlocking entrepreneurial phenomena. Academy of Management Journal, 43(5), 994-1003.
Busenitz, L. W., Page West III, G., Shepherd, D., Nelson, T., Chandler, G. N., & Zacharakis, A. (2003). Entrepreneurship research in emergence: Past trends and future directions. Journal of Management, 29(3), 285-308.
Bygrave, W. D. & Hofer, C. W. (1991). Theorizing about entrepreneurship. Entrepreneurship: Theory & Practice, 16(2), 13-22.
Carsrud, A. L. & Johnson, R. W. (1989). Entrepreneurship: A social psychological perspective. Entrepreneurship & Regional Development, 1, 21-31.
Collins O. F., Moore D. G., & Unwalla D. B. (1964). The Enterprising. Man. MSU business studies.
Davidsson, P. (2003). The domain of entrepreneurship research: Some suggestions. In J. Katz & D. Shepherd (Eds.), Advances in entrepreneurship, firm emergence and growth. Cognitive approaches to Entrepreneurship research (pp. 315-372). Oxford, UK: Elsevier/JAI Press.
Davidsson, P. & Wiklund, J. (2001). Levels of analysis in entrepreneurship research: current research practice and suggestions for the future. Entrepreneurship: Theory & Practice, 25(4), 81-99.
De Clercq, D. & Arenius, P. (2006). The role of knowledge in business start-up activity. International Small Business Journal, 24(4), 339-358.
De Clercq, D., Hessels, J. & van Stel, A. (2008). Knowledge spillovers and new ventures' export orientation. Small Business Economics, 31(3), 283-303.
De Clercq, D., Danis, W.D. & Dakhli, M. (2010). The moderating effect of institutional context on the relationship between associational activity and new business activity in emerging economies. International Business Review 19, 85–101.
Driga, O., Lafuente, E & Vaillant, Y. (2009). Reasons Behind the Relatively Lower Entrepreneurial Activity Levels of Rural Women: looking into rural Spain. Sociologia Ruralis, 49 (1), 70-96.
De la Vega, I., Coduras, A., Cruz, C., Justo, R. & González, I. (2009). Global Entrepreneurship Monitor. Informe Ejecutivo GEM España 2008. Instituto de Empresa. Madrid.
21
Dean, M.A., Shook, C.L. & Payne, G.T. (2007). The past, present, and future of entrepreneurship research: Data analytic trends and training. Entrepreneurship: Theory & Practice, 31(4), 601-618.
Díaz, C., Urbano, D. & Hernández, R. (2005). Teoría económica institucional y creación de empresas. Investigaciones Europeas de Dirección y Economía de la Empresa, 11(3), 209-230.
Du, Q. & Vertinsky, I. (2010). International patterns of ownership structure choices of start-ups: does the quality of law matter?. Small Business Economics. DOI 10.1007/s11187-009-9237-z.
Fernandez, J., Liñan, F & Santos, F.J. (2009). Cognitive aspects of potential entrepreneurs in Southern Northern Europe: an analysis using GEM-data. Revista de Economía Mundial, 23, 151-178.
Frederick, H. & Monsen, E. (2010). New Zealand’s perfect storm of entrepreneurship and economic development. Small Business Economics. DOI 10.1007/s11187-009-9234-2.
Gartner, W. B. (1985). A conceptual framework for describing the phenomenon of new venture creation. Academy of Management Review, 10(4), 696-706.
Gnyawali, D. R. & Fogel, D. S. (1994). Environments for entrepreneurship development: Key dimensions and research implications. Entrepreneurship: Theory & Practice, 18(4), 43-62.
Hessels, J. & van Stel, A. (2010). Entrepreneurship, export orientation, and economic growth. Small Business Economics. DOI 10.1007/s11187-009-9233-3.
Hessels, J., van Gelderen, M. & Thurik, R. (2008). Entrepreneurial aspirations, motivations, and their drivers. Small Business Economics, 31(3), 323-339.
Ho, Y. & Wong, P. (2007). Financing, regulatory costs and entrepreneurial propensity. Small Business Economics, 28(2-3), 187-204.
Jones-Evans, D. & Thompson, P. (2009). The Spatial Dispersion of Informal Investment at a Regional Level: Evidence from the UK. European Planning Studies, 17 (5), 659-675.
Hoffman, D.J. & Franke, G.R. (1986). Correspondence analysis: graphical representation of categorical data in marketing research. Journal of Marketing Research, 23, 213–227.
Johannisson, B. (1988). Business formation: A network approach. Scandinavian Journal of Management, 4, 83-99.
Koellinger, P. (2008). Why are some entrepreneurs more innovative than others?. Small Business Economics, 31(1), 21-37.
Koellinger, P. & Minniti, M. (2006). Not for lack of trying: American entrepreneurship in black and white. Small Business Economics, 27(1), 59-79.
Koellinger, P., Minniti, M. & Schade, C. (2007). ‘‘I think I can, I think I can’’: Overconfidence and entrepreneurial behavior. Journal of Economic Psychology, 28, 502–527.
Kwon, S. & Arenius, P. (2010). Nations of entrepreneurs: A social capital perspective. Journal of Business Venturing, 25(3), 315-330.
Lafuente, E., Vaillant, Y. & Rialp, J. (2007). Regional Differences in the Influence of Role Models: Comparing the Entrepreneurial Process of Rural Catalonia. Regional Studies, 41.6, 779–795.
Langowitz, N. & Minniti, M. (2007). The entrepreneurial propensity of women. Entrepreneurship: Theory & Practice, 31(3), 341-364.
Larroulet, C. & Couyoumdjian, J.P. (2009). Entrepreneurship and Growth: A Latin American Paradox?. The Independent Review, 14 (1), 81–100.
Levie, J. (2007). Immigration, in-migration, ethnicity and entrepreneurship in the United Kingdom. Small Business Economics, 28(2-3), 143-169.
Levie, J. & Autio, E. (2008). A theoretical grounding and test of the GEM model. Small Business Economics, 31(3), 235-263.
22
Levie, J. & Lerner, M. (2009). Resource Mobilization and Performance in Family and Nonfamily Businesses in the United Kingdom. Family Business Review, 22 (1), 25-38.
Manolova, T. S., Eunni, R. V. & Gyoshev, B. S. (2008). Institutional environments for entrepreneurship: Evidence from emerging economies in Eastern Europe. Entrepreneurship: Theory & Practice, 32(1), 203-218.
Maula, M., Autio, E. & Arenius, P. (2005). What drives micro-angel investments?. Small Business Economics, 25(5), 459-475.
McClelland, D. C. (1961). The Achieving Society. Van Nostrand (Ed.). Princeton, NJ.
McMullen, J. S., Bagby, D. R. & Palich, L. E. (2008). Economic freedom and the motivation to engage in entrepreneurial action. Entrepreneurship: Theory & Practice, 32(5), 875-895.
Minniti, M. & Nardone, C. (2007). Being in someone else's shoes: The role of gender in nascent entrepreneurship. Small Business Economics, 28(2-3), 223-238.
Naude, W., Gries, T., Wood, E. & Meintjies, A. (2008). Regional determinants of entrepreneurial start-ups in a developing country. Entrepreneurship & Regional Development, 20(2), 111-124.
North, D. C. (1990). Institutions, institutional change and economic performance. Cambridge: Cambridge University Press.
North, D. C. (2005). Understanding the process of economic change. Princeton: Princeton University Press.
Parker, S. C. (2004). The economics of self-employment and entrepreneurship. United Kingdom: Cambridge University Press.
Peterson, R. & Valliere, D. (2008). Entrepreneurship and national economic growth: the European entrepreneurial deficit. European Journal of International Management, 2 (4), 471-490.
Pinillos, M.J. & Reyes, L. (2010). Relationship between individualist-collectivist culture and entrepreneurial activity: evidence from Global Entrepreneurship Monitor data. Small Business Economics. DOI 10.1007/s11187-009-9230-6.
Reynolds, P. (2008). Screening item effects in estimating the prevalence of nascent entrepreneurs. Small Business Economics, 33(2), 151–163
Reynolds, P., Bosma, N., Autio, E., Hunt, S., De Bono, N., Servais, I., Lopez-Garcia, P. & Chin, N. (2005). Global entrepreneurship monitor: Data collection design and implementation 1998-2003. Small Business Economics, 24(3), 205-231.
Reynolds, P., Hay, M. & Camp, S. (1999) Global Entrepreneurship Monitor: 1999 Executive Report. Kansas City, MO.: Kauffman Foundation
Rocha, H. O. (2005). Entrepreneurship: The role of clusters theoretical perspectives and empirical evidence from Germany. Small Business Economics, 24(3), 267-292.
Rocha & Sternberg (2005). Entrepreneurship: The Role of Clusters Theoretical Perspectives and Empirical Evidence from Germany. Small Business Economics, 24 (3), 267–292.
Roper, S. & Scott, J. M. (2009). Perceived financial barriers and the start-up decision: An econometric analysis of gender differences using GEM data. International Small Business Journal, 27(2), 149-171.
Schøtt, T. & Jensen, K. (2008). The coupling between entrepreneurship and public policy: tight in developed countries but loose in developing countries. Estudios de Economia, 35 (2), 195-214.
Shane, S. & Venkataraman, S. (2000). The promise of entrepreneurship as a field of research. Academy of Management Review, 25(1), 217-226.
Shapero, A. & Sokol, L. (1982). The social dimensions of entrepreneurship. In C. A. Kent, D. L. Sexton & K. H. Vesper (Eds.), Encyclopedia of entrepreneurship (pp. 72-90). Englewood Cliffs, N.J: Prentice-Hall. Inc.
Stephen, F., Urbano, D. & van Hemmen, S. (2009). The responsiveness of entrepreneurs to working time regulations. Small Business Economics, 32(3), 259-276.
23
Sternberg, R. & Litzenberger, T. (2004). Regional clusters in Germany – their geography and their relevance for entrepreneurial activities. European Planning Studies, 12 (6), 767-791.
Sternberg, R. & Wennekers, S. (2005). Determinants and effects of new business creation using Global Entrepreneurship Monitor data. Small Business Economics, 24(3), 193-203.
Steyaert, C. & Hjorth, D. (2006). Entrepreneurship as social change. A third new movements in entrepreneurship book Edward Elgar.
Steyaert, C. & Katz, J. (2004). Reclaiming the space of entrepreneurship in society: Geographical, discursive and social dimensions. Entrepreneurship & Regional Development, 16(3), 179-196.
Szerb, L., Rappai, G., Makra, Z. & Terjesen, S. (2007). Informal investment in transition economies: Individual characteristics and clusters. Small Business Economics, 28(2), 257-271.
Terjesen, S & Szerb, L. (2008). Dice thrown from the beginning? An empirical investigation of determinants of firm level growth expectations. Estudios de Economia, 35 (2), 153-178.
Thompson, P., Jones-Evans, D. & Kwong, C. (2009). Women and home-based entrepreneurship: Evidence from the United Kingdom. International Small Business Journal, 27(2), 227-239.
Tominc, P. & Rebernik, M. (2004). The scarcity of female entrepreneurship. Društvena istraživanja (Journal for General Social Issues), 13 (4-5), 779-802.
Tominc, P. & Rebernik, M. (2007). Growth aspirations and cultural support for entrepreneurship: A comparison of post-socialist countries. Small Business Economics, 28(2), 239-255.
Urbano, D. (2006). New business creation in Catalonia: support measures and attitudes towards entrepreneurship. Barcelona, Spain: Generalitat de Catalunya, CIDEM.
Urbano, D., Rojas, A. & Díaz, C. (2010). ¿Hacia dónde va la investigación en el proyecto GEM?. Revista Europea de Economía y Dirección de la Empresa, 19 (2), 15-30.
Uhlaner, L. & Thurik; R. (2007). Postmaterialism Influencing Total Entrepreneurial Activity Across Nations. Journal of Evolutionary Economics, 17, 161-185.
Vaillant, Y. & Lafuente, E. (2007). Do different institutional frameworks condition the influence of local fear of failure and entrepreneurial examples over entrepreneurial activity?. Entrepreneurship & Regional Development, 19(4), 313-337.
Valliere, D. & Peterson, R. (2009). Entrepreneurship and economic growth: Evidence from emerging and developed countries. Entrepreneurship & Regional Development, 21 (5-6), 459-480.
van Praag, C.M. & Versloot, P.H. (2007). What is the value of entrepreneurship? A review of recent research. Small Business Economics, 29(4), 351–382.
van Stel, A., Carree, M. & Thurik, R. (2005). The effect of entrepreneurial activity on national economic growth. Small Business Economics, 24(3), 311-321.
van Stel, A., Storey, D. J. & Thurik, R. (2007). The effect of business regulations on nascent and young business entrepreneurship. Small Business Economics, 28(2-3), 171-186.
Veciana, J. M. & Urbano, D. (2008). The institutional approach to entrepreneurship research: Introduction. International Entrepreneurship and Management Journal, 4(4), 365-79.
Verheul, I., van Stel, A. & Thurik, R. (2006). Explaining female and male entrepreneurship at the country level. Entrepreneurship & Regional Development, 18(2), 151-183.
Verheul I., Wennekers S., Audretsch D.B. & Thurik R. (2002). An eclectic theory of entrepreneurship: policies, institutions and culture. In: Audretsch DB, Thurik AR, Verheul I, Wennekers ARM (eds) Entrepreneurship: determinants and policy in a European–US comparison. Kluwer, Boston/Dordrecht.
Wagner, J. (2007). What a difference a Y makes-female and male nascent entrepreneurs in Germany. Small Business Economics, 28(1), 1-21.
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Wennekers S., & Thurik, R. (1999). Linking entrepreneurship and economic growth. Small Business Economics, 13(1), 27-55.
Wennekers, S., van Stel, A., Thurik, R. & Reynolds, P. (2005). Nascent entrepreneurship and the level of economic development. Small Business Economics, 24(3), 293-309.
Wong, P., Ho, Y. & Autio, E. (2005). Entrepreneurship, innovation and economic growth: Evidence from GEM data. Small Business Economics, 24(3), 335-350.
25
Table 1. Approach and Topics of the Analyzed Articles
Approach and topic Articles
Author and year of publication No %
INSTITUTIONAL APPROACH
Informal Factors
Social conditions 27 44%
Aidis et al. 2008, Anokhin and Schulze 2009, Arenius and De Clercq 2005, Arenius and Ehrstedt 2008, Arenius and Kovalainen 2006, Arenius and Minniti 2005, Baughn et al. 2006, Bjørnskov and Foss 2008, De Clercq et al. 2010, Driga et al. 2009, Fernandez et al. 2009, Koellinger 2008, Koellinger and Minniti 2006, Koellinger et al. 2007, Kwon and Arenius 2010, Lafuente et al. 2007, Langowitz and Minniti 2007, Levie 2007, Minniti and Nardone 2007, Pinillos and Reyes 2010, Terjesen and Szerb 2008, Thompson et al. 2009, Tominc and Rebernik 2004, Tominc and Rebernik 2007, Uhlaner and Thurik 2007, Vaillant and Lafuente 2007, Wagner 2007.
INSTITUTIONAL APPROACH
Formal Factors
Government Policies and Procedures
5 8% Du and Vertinsky 2010, Ho and Wong 2007, McMullen et al. 2008, Stephen et al. 2009, van Stel et al. 2007
Financial and no financial assistance
7 11% Amoros et al. 2008, Jones-Evans and Thompson 2009, Levie and Lerner 2009, Maula et al. 2005, Naude et al. 2008, Roper and Scott 2009, Szerb et al. 2007.
Entrepreneurial and business skills
2 3% De Clercq and Arenius 2006, Levie and Autio 2008.
INSTITUTIONAL APPROACH
Formal and Informal Factors 3 5% Bowen and De Clercq 2008; Schott and Jensen 2008;
Verheul et al. 2006.
ECONOMIC APPROACH
Economic Conditions 18 29%
Acs and Amoros 2008b, Acs and Varga 2005, Acs et al. 2007, Bergmann and Sternberg 2007, Bosma and Schutjens 2007, De Clercq et al. 2008, Frederick and Monsen 2010, Hessels and van Stel 2010, Hessels et al. 2008, Larroulet and Couyoumdjian 2009, Peterson and Valliere 2008, Rocha 2004, Rocha and Sternberg 2005, Sternberg and Litzenberger 2004, Valliere and Peterson 2009, van Stel et al. 2005, Wennekers et al. 2005, Wong et al. 2005
Total 62 100%
26
Table 2. Journals and Published Articles per Year
Journal 2004 2005 2006 2007 2008 2009 2010 Total
No %
Entrepreneurship & Regional Development 1 1 1 1 4 6%
Entrepreneurship: Theory & Practice 1 1 1 3 4%
Estudios de Economía 5 5 7%
European Planning Studies 1 1 2 3%
International Small Business Journal 2 2 4 6%
Journal of Business Venturing 1 1 1 3 4%
Journal of Small Business Management - -
Small Business Economics 1 10 1 10 8 1 4 35 51%
Others 1 4 3 4 1 13 19%
Total No 3 10 5 16 19 10 6 69 100%
% 4% 14% 7% 23% 28% 14% 9% 100%
Table 3. Level of Analysis
Level of analysis Article
Author and year of publication No %
Micro (individuals) 28 45%
Acs et al. 2007, Aidis et al. 2008, Arenius and De Clercq 2005, Arenius and Kovalainen 2006, Arenius and Minniti 2005, Bergmann and Sternberg 2007, De Clercq and Arenius 2006, De Clercq et al. 2010, Driga et al. 2009, Du and Vertinsky 2010, Fernandez et al. 2009, Koellinger 2008, Koellinger and Minniti 2006, Koellinger et al. 2007, Kwon and Arenius 2010, Lafuente et al. 2007, Langowitz and Minniti 2007, Levie 2007, Levie and Lerner 2009, Maula et al. 2005, Minniti and Nardone 2007, Roper and Scott 2009, Szerb et al. 2007, Terjesen and Szerb 2008, Thompson et al. 2009, Tominc and Rebernik 2007, Vaillant and Lafuente 2007, Wagner 2007.
Meso (region) 6 10% Bosma and Schutjens 2007, Jones-Evans and Thompson 2009, Naude et al. 2008, Rocha 2004, Rocha and Sternberg 2005, Sternberg and Litzenberger 2004.
Macro (country) 28 45%
Acs and Amoros 2008b, Acs and Varga 2005, Amorós et al. 2008, Anokhin and Schulze 2009, Arenius and Ehrstedt 2008, Baughn et al. 2006, Bjørnskov and Foss 2008, Bowen and De Clercq 2008, De Clercq et al. 2008, Frederick and Monsen 2010, Hessels and van Stel 2010, Hessels et al. 2008, Ho and Wong 2007, Larroulet and Couyoumdjian 2009, Levie and Autio 2008, McMullen et al. 2008, Peterson and Valliere 2008, Pinillos and Reyes 2010, Schott and Jensen 2008, Stephen et al. 2009, Tominc and Rebernik 2004, Uhlaner and Thurik 2007, Valliere and Peterson 2009, van Stel et al. 2005, van Stel et al. 2007, Verheul et al. 2006, Wennekers et al. 2005, Wong et al. 2005
Total 62 100
27
Table 4. Main Statistical Technique used on the Analyzed Articles
Technique Articles
Author and year of publication No %
Regresión lineal múltilple 22 35%
Anokhin and Schulze 2009, Baughn et al. 2006, Bjørnskov and Foss 2008, De Clercq et al. 2008, Frederick and Monsen 2010, Hessels and van Stel 2010, Hessels et al. 2008, Ho and Wong 2007, Levie and Autio 2008, McMullen et al. 2008, Peterson and Valliere 2008, Pinillos and Reyes 2010, Schott and Jensen 2008, Sternberg and Litzenberger 2004, Terjesen and Szerb 2008, Uhlaner and Thurik 2007, Valliere and Peterson 2009, van Stel et al. 2005, van Stel et al. 2007, Verheul et al. 2006, Wennekers et al. 2005, Wong et al. 2005
Logit, probit, tobit model 25 40%
Aidis et al. 2008, Arenius and De Clercq 2005, Arenius and Kovalainen 2006, Arenius and Minniti 2005, Bergmann and Sternberg 2007, Bowen and De Clercq 2008, De Clercq and Arenius 2006, De Clercq et al. 2010, Driga et al. 2009, Fernandez et al. 2009, Koellinger 2008, Koellinger and Minniti 2006, Koellinger et al. 2007, Kwon and Arenius 2010, Lafuente et al. 2007, Langowitz and Minniti 2007, Levie 2007, Levie and Lerner 2009, Maula et al. 2005, Naude et al. 2008, Roper and Scott 2009, Szerb et al. 2007, Thompson et al. 2009, Vaillant and Lafuente 2007, Wagner 2007.
Panel data 7 11% Acs and Amoros 2008b, Acs and Varga 2005, Acs et al. 2008b, Du and Vertinsky 2010, Rocha 2004, Rocha and Sternberg 2005, Stephen et al. 2009.
Others 8 13%
Acs et al. 2007, Amorós et al. 2008, Arenius and Ehrstedt 2008, Jones-Evans and Thompson 2009, Larroulet and Couyoumdjian 2009, Minniti and Nardone 2007, Tominc and Rebernik 2004, Tominc and Rebernik 2007.
Total 62 100
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Table 5. Published Articles by Authors´ Country of Academic Affiliation.
Country Author1 Author2 Author3 Author4 or more
TOTAL/ Country %
USA 16 9 3 1 29 17.4% the Netherlands 9 10 6 25 15.0% United Kingdom 10 6 2 5 23 13.8% Spain 4 5 4 13 7.8% Germany 6 5 1 12 7.2% Canada 5 4 9 5.4% Switzerland 4 2 2 8 4.8% Chile 2 4 1 7 4.2% Finland 3 3 1 7 4.2% Hungary 1 4 2 7 4.2% Denmark 2 2 4 2.4% Singapur 2 2 4 2.4% Slovenia 2 2 4 2.4% Australia 1 2 3 1.8% Romania 1 1 2 1.2% South Africa 1 1 2 1.2% Belgium 1 1 0.6% China 1 1 0.6% Hong Kong 1 1 0.6% Ireland 1 1 0.6% Israel 1 1 0.6% Italy 1 1 0.6% Kuwait 1 1 0.6% New Zealand 1 1 0.6% Total 69 64 25 9 167 100%
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Table 6. Most Cited Articles
No Article Citations in SSCI*
No %
1 Reynolds et al. 2005 56 12%
2 Wennekers et al. 2005 35 8%
3 Arenius and Minniti 2005 34 8%
4 van Stel et al. 2005 33 7%
5 Arenius and De Clercq 2005 25 6%
6 Wong et al. 2005 24 5%
7 Sternberg and Wennekers 2005 20 4%
8 Acs and Varga 2005 19 4%
9 Sternberg and Litzenberger 2004 17 4%
10 Koellinger et al. 2007 15 3%
11 Rocha and Sternberg 2005 14 3%
12 Rocha 2004 14 3%
13 van Stel et al. 2007 12 3%
14 Bowen and De Clercq 2008 12 3%
15 Langowitz and Minniti 2007 10 2%
* SSCI: Social Sciences Citation Index
Table 7. Main authors by number of published articles
No Autores Artículos No Autores Artículos
1 Acs, Zoltan 7 10 Amorós, José Ernesto 3
2 Arenius, Pia 7 11 De Clercq, Dirk 3
3 Thurik, Roy 6 12 Koellinger, Philipp 3
4 van Stel, André 6 13 Lafuente, Esteban 3
5 Autio, Erkko 4 14 Levie, Jonathan 3
6 Hessels, Jolanda 4 15 Reynolds, Paul 3
7 Minniti, Maria 4 16 Terjesen, Siri 3
8 Sternberg, Rolf 4 17 Vaillant, Yancy 3
9 Szerb, Laszlo 4
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Figure 1. Environmental factors for entrepreneurship and institutional approach
INFORMAL FACTORS
ENTREPRENEURIALACTIVITY
FORMALFACTORS
- Government policies & procedures - Entrepreneurial & Business skills- Financial assistance- Non-financial assistance
- Social factors
INSTITUTIONALAPPROACH
ECONOMIC APPROACH - Economic factors
Source: Self-elaboration
Figure 2. Environmental factors for entrepreneurship and the articles based on the GEM
Opportunity
Entrepreneurial & business
skills
ABILITY TO ENTERPRISE
PROPENSITY TO ENTERPRISE
Socio-economicfactors
LIKELIHOOD TO ENTERPRISE
Financial &Non-financial
assistance
ENTREPRENEURIAL ACTIVITY
Government policies & procedures
Social factors (44%)
Economic factors
(29%)
(8%)
(11%)
(3%)
Source: Adapted from Gnyawali and Fogel (1994)
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