2124-smes in international contexts an italian perspective
TRANSCRIPT
-
7/29/2019 2124-SMEs in International Contexts an Italian Perspective
1/34
SMES IN INTERNATIONAL CONTEXTS: AN ITALIAN PERSPECTIVE
Laura Gavinelli - [email protected] OF MILAN-BICOCCA
Cinzia Colapinto - [email protected] FOSCARI UNIVERSITY OF VENICE
Mariangela Zenga - [email protected] OF MILAN-BICOCCA
Angelo Di Gregorio - [email protected]
UNIVERSITY OF MILAN-BICOCCA
SIG: INTERNATIONAL MANAGEMENTTRACK: INTERNATIONAL MANAGEMENT GENERAL TRACK - RESEARCHING THE INTERNATIONALISATION OF SMES AND MICRO-BUSINESSES - ADVANCES
AND FUTURE PERSPECTIVES
Access to this paper is restricted to registered delegates of the EURAM 2013 (European Academy of Management) Conference.
ISBN No: 978-975-8400-35-5
-
7/29/2019 2124-SMEs in International Contexts an Italian Perspective
2/34
SMEs in international contexts: an Italian perspective
ABSTRACT
International business strategies by Small and Medium Enterprises (SMEs) are a crucial issue for
Italian economy. The process of internationalization seems to be an effective but complex
solution for enterprises to survive in the current financial and economic crisis. Thus, this process
may require deep changes in decision making, management, organizational and marketing
procedures. The paper presents the results of a quantitative research on SMEs located in Monza
and Brianza province
one of the most productive territories in Italy. The aim is to analyze whyand how these SMEs do behave towards internationalization (current and future entry modes,
motivations, advantages and difficulties) referring to four key areas: innovation and technology,
networking, green approach and human resources competences. A questionnaire was
distributed to 792 enterprises with a redemption rate of 24.37%. The data were collected with
CAWI method and processed with Rasch analysis, PCA Principal Components Analysis and Cluster
analysis methods. Four different clusters have emerged with specific approaches.
Keywords: innovation, Rasch-Cluster analysis, Italy
-
7/29/2019 2124-SMEs in International Contexts an Italian Perspective
3/34
1
SMEs in international contexts: an Italian perspective
Laura Gavinelli1, Cinzia Colapinto
2, Mariangela Zenga
1, Angelo Di Gregorio
1
1University of Milan-Bicocca, Milan-Italy; 2C Foscari University of Venice, Venice-Italy
Abstract:
International business strategies by Small and Medium Enterprises (SMEs) are a crucial issue
for Italian economy.The process of internationalization seems to be an effective but complex
solution for enterprises to survive in the current financial and economic crisis. Thus, this
process may require deep changes in decision making, management, organizational and
marketing procedures.
The paper presents the results of a quantitative research on SMEs located in Monza and
Brianza province one of the most productive territories in Italy. The aim is to analyze why
and how these SMEs do behave towards internationalization (current and future entry modes,
motivations, advantages and difficulties) referring to four key areas: innovation and
technology, networking, green approach and human resources competences.
A questionnaire was distributed to 792 enterprises with a redemption rate of 24.37%. The data
were collected with CAWI method and processed with Rasch analysis, PCA Principal
Components Analysis and Cluster analysis methods. Four different clusters have emerged
with specific approaches.
Keywords: International business strategy, Small and Medium-sized Enterprises, innovation,
Rasch analysis, cluster analysis, network
-
7/29/2019 2124-SMEs in International Contexts an Italian Perspective
4/34
2
Introduction
The small and medium enterprise is the engine backbone of the Italian economy. Small and
Medium-sized Enterprises (SMEs) account for nearly 99% of the national enterprises and
among them the micro-enterprises (those with less than 10 employees) represent the wide
majority. International business strategies by SMEs are affected by economic conditions, thus
the current economic/financial crisis may change strategic behaviors and affect decision
making processes: for instance credit crunch and sales reductions have reduced financial
resources. Indeed, economic theory predicts a reduction in internationalization when the cost
of capital is higher, as experienced in the recent global financial crisis (Ricardo, 1963). As
internationalization is a form of geographic diversification, an enterprise may decide to focus
on core activities in order to reduce its costs. This is particularly true if we considerSMEs
which traditionally have a small financial base, a domestic focus and a limited geographic
scope (Barringer & Greening, 1998).
Empirical evidence is provided for Italian enterprises located in Monza and Brianza Province
in Lombardy (North of Italy): we conducted a quantitative research to gather specific
information on the internationalization phenomenon. The aim of the paper is to employ a
cluster analysis via Rasch model to conduct an exploratory analysis about companies
behavior in respect to different competitive areas: innovation and technology, formal and
informal networks, green approach, HR training. The paper draws some inference on key
elements likely to impact on futures, particularly with respect to internationalization and
organizational and technological innovation. The final discussion draws these elements
together.
Theoretical framework: internationalization and SMEs
In the last decade we witnessed a substantial research on the internationalization of SMEs, as
the importance of SMEs in international markets has increased.
-
7/29/2019 2124-SMEs in International Contexts an Italian Perspective
5/34
3
Man et al. (2002) assert that smaller firms differ from larger ones in their managerial style,
independence, ownership and scale/scope of operations (Coviello & Martin, 1999) and
consequently they respond to the environment and compete with other firms in particular
ways. However, internationalization is part or a consequence of a firms strategy. Using
Ceccantis (1996) firm representation, it is not only a key factor for competitiveness, but it is
also a strategy able to keep a firm in its survival area.
Some theories describe the internationalization process based on a gradual and sequential
staging pattern, with an increasing commitment: the main ones are the international product
life cycle (Vernon 1966), the Uppsala-models (or U-Models) developed by Johanson and
Vahlne (1977) and the innovation-related internationalization models (or I-models)
conceptualized by Cavusgil (1980).
According to the U-model, firms tend to favour nearby countries within a low psychical
distance when they start their foreign operations and afterward expand them to distant
markets: psychically nearby countries are easier to understand and make the business
operations easier to implement because they present fewer cultural and/or business practice
differences. The model identifies the evolution of entry modes through four stages: no regular
export, export through agents, founding an overseas sales subsidiary, and own production. In
other words, from indirect entry modes to the establishment of direct operations (usually once
the firm has increased knowledge). The taxonomy should be completed considering joint
venture operations and acquisition.
However, not all surveys confirm the impact of distance and identify alternative factors
explaining internationalization, such as customer followership and niche markets (Bell, 1995)
or the existence of foreign partners and managers past experiences (Madsen and Servais,
1997).
-
7/29/2019 2124-SMEs in International Contexts an Italian Perspective
6/34
4
Moreover, recently the notion that firms go global gradually has been challenged by several
scholars and surveys. Firms are often reported to start international activities right from their
birth, to enter very distant markets right away, to enter multiple countries at once, or to form
joint ventures without prior experience. Such firms have been labeled in different ways:
International New Ventures (Oviatt & McDougall, 1994), High Technology Start-Ups (Jolly
et al., 1992), and Born Globals (McKinsey & Co., 1993; Knight & Cavusgil, 1996; Madsen &
Servais, 1997).
Internationalization is linked to investments in four different areas, such as: innovation
(product, process or organizational) and technology, formal and informal networks, green
approach and HR training.
Several studies explore export and research activities as joint explanatory variables.
Technology allows product innovations (products with superior characteristics as the ones
offered by the competitors) and process innovation (reducing the costs of production and,
consequently prices). Innovative SMEs experience increased productivity, potential growth,
and general sustainability in their activities, and they also obtain some competitive advantages
in order to compete in foreign different markets (Cefis and Marsili, 2006; Eusebio and Rialp,
2002; Oviatt and McDougall, 1994).
Several studies (Acaravci and Ural, 2012; Becker and Egger, 2009; Vandenbussche & Van
Beveren, 2010) demonstrated that product and process innovations contribute equally to
internationalization, as they act as relevant levers of the propensity of enterprises to export.
Nowadays the business environment is viewed as a web of relationships, a network, and many
studies (Coviello and Munro, 1995, 1997; Welch and Welch, 1996) have demonstrated the
role of networks in the internationalization of firms. In particular, Halln (1986) demonstrated
that close and lasting business relationships between suppliers and customers are important,
be they within a given country (local, regional or national) or between countries
-
7/29/2019 2124-SMEs in International Contexts an Italian Perspective
7/34
5
(international). Moreover, getting back to the innovation issue it is evident that innovation in
SMEs consists of an interactive model where technology emerges from the conjunction of
several organizations at different stages of the process (Saren, 1990).
The green approach is another driver for competitiveness (Porter and Kramer, 2006; Klassen
and Mclaughlin, 1996; Porter and Van der Linde, 1995; Dechant and Altman, 1994)
especially at an international stage. It is tightly linked to the issues of sustainable development
social, economic and environmental (Judge and Douglas, 1998; Daly, 1990) social
corporate responsibility (Henriques and Sadorsky, 1999), technological and organizational
innovation (Nidumolu, Prahalad and Rangaswami, 2009), effectiveness and efficiency use
of resources, reduction of labor and production costs, energy saving, and financial capabilities
(Mackey, Mackey and Barney, 2007; Waddock and Graves, 1997) and brand reputation
(Scott, 2003).
Successful international expansion requires the managerial capabilities necessary to configure
and leverage a firms resources in the international marketplace. Human resources constraints
often limit the effective implementation of international business strategies, indeed a more
rapid pace of internationalization leads to a more strategic role for human resources
management (HRM) as well as changes in the content of HRM (Pucik, 1992) and the impact
of HRM on organizational performance (Becker and Gerhardt, 1996; Delaney and Huselid,
1996). Gomez-Mejia (1988) has studied the effect of human resources strategy on the export
performance showing that the way human resources are selected, deployed, compensated and
motivated play a significant role in subsequent export performance.
Empirical analysis
Motivation for the research
The research presented in this article is based on the Osservatorio Impresa Monza e Brianza
2012. The observatory has been organized by Research Centre in Territorial Economics
-
7/29/2019 2124-SMEs in International Contexts an Italian Perspective
8/34
6
(CRIET) - University of Milan-Bicocca, in collaboration with Confindustria Monza and
Brianza Association and BNL BNP Paribas Group. Every year the Observatory monitors the
enterprises associated with Confindustria Monza and Brianza through a survey which is
focused on a specific topic. The theme of the 2012 survey was the economic and financial
crisis from the point of view of the factors of competitiveness for the enterprises, the strategic
areas to invest in, and business networks and partnerships.
The internationalization processes were a subsection in the investments for the
competitiveness section. The aim was to investigate the reasons why the sample enterprises
do internationalize. In particular, some parts of the items in the questionnaire were devoted to
analyze five items/topics: the entry modes the enterprises prefer, the entry modes for the
future, the motivations to internationalize, the advantages they achieved and the difficulties
they came across with.
The competitive behavior of the surveyed enterprises has been then analyzed through 4 main
thematic areas (see previous paragraph): innovation and technology, formal and informal
networks, green approach, HR training.
As said before the principal aim of the research is to analyze and classify managerial behavior
(cluster analysis). In order to analyze these topics in a unitary way, a Rasch analysis (Rasch,
1969) was implemented and five latent continuums/variables were identified. For this reason
no specific hypotheses have been identified. In fact, Rasch analysis would answer
simultaneously to the following questions:
- which is the position of every enterprise on the latent continuum for each topic?- which is the position of every topic on the latent continuum for each area?To answer these questions a sample of enterprises were surveyed. They operate in one of the
most productive and competitive territories in Italy, the province of Monza and Brianza
(nearby Milan).
-
7/29/2019 2124-SMEs in International Contexts an Italian Perspective
9/34
7
Research methodology
A questionnaire was distributed to the 792 enterprises associated to Confindustria Monza and
Brianza in the period 14th May to 22nd July 2012.
The data were collected with CAWI Computer Aided Web Interview method, together
with phone recall and a tutorship individual telephone activity (4 trained tutors, 11 days
working, 1,123 successful calls).
The redemption rate was of 24.37% with 193 fully completed questionnaires, which reached
34.5% rate including the partially filled questionnaires (80 enterprises).
The collected data were processed in an aggregated way, in order to maintain the privacy of
the respondents.
In general, the respondents are small and medium enterprises. Most of them operate mainly in
the engineering industry (51 firms), which is the most represented sector in the sample; 14
enterprises operate in the field of manufacturing of plastics, metal products (extra mechanical
work), advertising, wholesale trade, informatics, electronic and optical equipment. Finally, the
other sectors represented are the chemical (9 enterprises), the wood (4 respondents) and the
textile clothing (3 respondents) ones.
In order to create a measure of internationalization, a Rasch analysis on the five areas of
topics was produced: every enterprise had a score for the five latent continuums regarding the
internationalization. The second tool used to understand the position of the enterprises respect
to a unique latent variable (the level of internationalization) was the principal component
analysis (PCA). The aim of PCA was to reduce the dimensionality of a data set consisting of
interrelated variables (the five topics of internationalizations), while retaining as much as
possible of the variation present in the data set (Joliffe, 2002). The PCA allows creating a
map where it is possible to position the original variables and the enterprises. It was evident
that the enterprises behavior (and obviously the position on the PCAs map) about the
-
7/29/2019 2124-SMEs in International Contexts an Italian Perspective
10/34
8
internationalization variable was very different, but it was even more manifest to individuate
groups of enterprises with similar judgments/opinions about internationalization. A cluster
analysis (Johnson and Wickern, 2007) individuated four groups so that the enterprises within
each group were similar with respect to five latent variables (produced by Rasch analysis),
and the groups themselves stand apart from one another. At the end the four groups were
analyzed taking into account anagraphic factors, aspects of competitiveness for the
enterprises, the strategic areas to invest in, and business networks and partnerships.
Insert here figure 1
Rasch Analysis
The Rasch model allows to position at the same time the different items and the enterprises on
the areas of the internationalization, creating interval measures1. The position of a single
company is given by its answers on every item, whereas the position of a particular item is
given by the answers of every company on that item.
Generally speaking, the Rasch model converts raw scores into linear and reproducible
measurement. It belongs to the item response models aimed at measuring one or more
ordinal/quantitative latent variables on a metric level of measurement. The Rasch models
hypotheses are the unidimensionality2
and the local independence3. Moreover the Rasch
model presents the properties of sufficiency, separability4, specific objectivity
5and
invariance6
of parameters estimates (Bond and Fox, 2007).
1The measures produced applying the Rasch model to the data are expressed in logit (Wrigth and Masters, 1982)
that is an interval scale.2 The Rasch model requires a single construct to be underlying the items that for a continuum.3
The items of a questionnaire are statistically independent of each subpopulation of respondents whose members
are homogeneous with respect to the latent trait measured.4 The mathematical form of the Rasch model provides the separation of item and person parameters with the
consequence that the total score for the items or persons is sufficient statistic for the item or person parameters.5
The property of specific objectivity means that the relative location of pairs of persons and pairs of items on theunderlying continuum are sample independent.6
The maintenance of the identity of a variable from one occasion to the next.
-
7/29/2019 2124-SMEs in International Contexts an Italian Perspective
11/34
9
In presence of ordinal polytomous data, as in our case, the adopted Rasch model is the Partial
Credit, (Writings and Masters, 1982) that incorporates the possibility of having differing
numbers of response opportunities for different items on the same questionnaire.
Let beX=(xij) the data matrix, wherexij is the score given to thej-th item by the i-th company.
Moreover, let Y=0, 1, ,m be the vector with the ordinal categories for the j-th item. Using
the terminology of Rasch analysis, in the Partial Credit Model, the difficulty to indicate the x-
th category of the j-th item is given as the passing of the modalities difficulties on the
previous items:
=
= +
where is the mean difficulty of the j-th item and is the threshold of the previouscategories ofx-th category. The probability that the i-th company gives thex-th score tothej-th item is:
= exp exp where is the ability of the i-th company. From the last equation we obtain:
ln 1 + () = which is an adjacent-categories logit model with interactions between items and logits (De
Boek and Wilson, 2004).
After estimating the parameters and , it is possible to place on the latent continuum boththe items and the enterprises. Figure 2, reports an example of 4 enterprises for 5 items
measured on the latent continuum, where agreement and disagreement represent the positive
and negative poles of the latent trait.
Insert here Figure 2
-
7/29/2019 2124-SMEs in International Contexts an Italian Perspective
12/34
10
The parameters estimations were obtained using the software WINSTEP7
(Winstep, 2012).
The results
To test the propensity to internationalization, we considered only the 77 enterprises that
internationalize. The opening across the national borders is an established practice. Most
respondents do so for over 10 years (47 respondents, of which 31 of the engineering sector).
The average foreign sales account for 0% to 25% of the total turnover of all the respondents.
This comes out from Europe (56%), mainly. Then, the BRICS countries (Brazil, Russia,
India, China and South Africa) account for 17% of foreign sales. The Arab countries produce
10% of the foreign turnover, while the Eastern European countries 7% of turnover. Finally,
the U.S., Japan, Korea, Australia, and Northern Africa markets account only for 5% overall.
Entry modes
The question to analyze the entry modes of respondents in foreign markets was: What kind
of investments have you made to internationalize?". The answer had a multiple choice
structure.
Table 1 reports the results of Rasch analysis. Using the Rasch analysis terminology, the items
with more negative values are considered as the easier, while the items with the more positive
values are more difficult. In our analysis more negative values are related to more chosen
item, on the contrary, more positive values are related to less chosen items. We assessed the
one-dimensionality of the model a priori: given the nature of the response variable, we
proceeded with a correspondence analysis. The proportion of inertia explained by its first
dimension was not so low (53.7%) and the first axis almost clearly separated the three
response options. Moreover infit and outfit ZS estimates showed reasonable values.
7Winstep is a statistical software devoted only to Rasch analysis.
-
7/29/2019 2124-SMEs in International Contexts an Italian Perspective
13/34
11
The data show that the most favored investments by the respondents are direct sales force,
agent network and affiliated enterprises, subsidiaries.
We deduce from this, that the choice of how to investment is accompanied by the level of
development of the enterprise and the risks that it is able to deal with. All three solutions
show a clear strategy to cover the target market and to manage business relationships that are
one of the most competitive factors reported by respondent enterprises.
It can be also said that the enterprises operating in foreign markets pay particular attention to
their customers (direct selling), taking all the necessary tools to create value for them
(satisfaction and loyalty).
In particular, the direct sales force requires specially trained people who deal with the foreign
customer directly. The agent promotes the conclusion of commercial contracts, while the
subsidiary or affiliate enterprise has staff that is permanently located abroad.
The types of investments that were chosen are also coherent with the limits and potentialities
of the respondents. Finally, the investment in franchising, shareholdings and licensing are less
adopted, due to size and financial problems of the enterprises and to their low level of
productive relocation.
Insert here Table 1
Entry modes (for the future)
The question to analyze the entry modes for the future of respondents in foreign markets was:
What kind of investments will you made to internationalize?". The answer had a multiple
choice structure.
Table 2 reports the results of Rasch analysis on entry modes for the future. The items showed
a unique latent variable, in fact infit and outfit ZS estimates have reasonable values, moreover
the proportion of inertia explained by its first dimension was very high (73.3%) and the first
axis clearly separated the two response options.
-
7/29/2019 2124-SMEs in International Contexts an Italian Perspective
14/34
12
Enterprises operating in foreign markets use principally direct sales force, a network of agents
and affiliates or subsidiaries enterprises (as indicated in the last section). As in the last section
Franchising and shareholdings are the less chosen modes.
Insert here Table 2
Motivations to internationalization
For this issue, the question was For what reasons does your enterprise internationalize? The
question had a multiple choice structure, with a 1 to 5 points evaluation scale, where 1 meant
minimum importance and 5 maximum importance.
Table 3 reports the motivations to internationalization according to the Rasch measure. The
items were well accorded each other, in fact infit and outfit ZS estimates did not show values
greater than 2 or less than -2, moreover the proportion of inertia explained by its first
dimension was acceptable (59.6%) and the first axis clearly separated the five response
options.
Enterprises that internationalize do so for several reasons. The most important reasons are the
satisfaction of the foreign market, a well established tradition in operating abroad and the
decrease in the domestic demand.
Instead, the following reasons are less important: the possibility to imitate competitors and to
have some support from public institutions.
The data demonstrate that internationalization represents an opportunity for the enterprises to
meet the foreign customer needs more effectively, as well as a response to the decreasing
domestic demand that drives enterprises towards more competitive markets.
Insert here Table 3
-
7/29/2019 2124-SMEs in International Contexts an Italian Perspective
15/34
13
Advantages from internationalization
For this issue the question was What are the advantages does your enterprise achieve when
internationalizing?. The question had a multiple choice structure, with a 1 to 5 points
evaluation scale, where 1 meant minimum advantage and 5 maximum advantage.
In table 4, the items scale for the advantages from the internationalization is reported. The
items did not show problems on the agreement among each other, moreover the proportion of
inertia explained by its first dimension was high (64.8%) and the first axis clearly separated
the five response options.
Thanks to the internationalization process, the respondents declare to have obtained the
following advantages: the acquisition of new foreign customers, an improved brand equity
and increasing profits.
The data lead to some reflections. The enterprise benefits from the creation of value for the
customer. Therefore, to acquire new foreign customers is undoubtedly a key performing
factor. These results are confirmed by the previous ones about the motivation to
internationalize.
Improving the brand equity is essential for those enterprises that wish to invest abroad and
consolidate their position in increasingly competitive markets. The firm size is a necessary but
not sufficient issue to operate and succeed abroad. The size increase makes enterprises more
competitive from the point of view of production and financial capabilities, helping them to
respond to the foreign markets demands more effectively, as well.
Finally, the satisfaction of foreign customers is a strong driver for the surveyed companies to
internationalize.
Insert here Table 4
-
7/29/2019 2124-SMEs in International Contexts an Italian Perspective
16/34
14
Difficulties in internationalization
For this issue the question was What are the difficulties does your enterprise come across
when internationalizing?. The question had a multiple choice structure, with a 1 to 5 points
evaluation scale, where 1 meant minimum difficulty and 5 maximum difficulty.
Table 5 reports the items rank about the difficulties in internationalization according to the
Rasch scale. The items seem well accorded each other and the proportion of inertia explained
by its first dimension was not so low (49.5%).
The custom barriers are the most signaled difficulty to operate at an international level. In fact
custom barriers are particularly dissimilar and difficult in some markets, especially in the
emerging ones. The second difficulty8
is the limits in firm size, while the third difficulty is to
make the brand recognizable beyond national borders. In most cases, although the corporate
brand is nationally recognized, its equity and credibility is quite feeble abroad. This means
that the respondents do have still much to do to strengthen their branding strategies, especially
in foreign markets.
The adaptation to local legislation (e.g. on patents, packaging) is seen as more difficult than
the adaptation to the local culture, language and customs.
As we can see, one of the greatest difficulties is confirmed to be that of the company size.
This is a typical characteristic of our entrepreneurship, both in Brianza and in Italy. Moreover,
the respondents link the size problem also to their difficulties in developing international
collaborative networks.
Insert here Table 5
Four clusters: different managerial behaviors towards internationalization
A further data processing has been done. The Rasch analysis and the principal components
analysis have permitted us to map the internationalization research area. In particular the PCA
8The value of the score is very close to that of the first item.
-
7/29/2019 2124-SMEs in International Contexts an Italian Perspective
17/34
15
results produced very interesting discussion points. The PCA was used with the objective of
establishing the associations between the variables of internationalization and to note any
correlations between them. Three principle components were selected that together explain
more than 82.47% of the variance (results in the Table 6).
Insert here Table 6
The first component represents the internationalization overall, since the first eigenvector
shows approximately equal positive loadings on fours of the five variables. The second
eigenvector has high positive loadings on the variables entry modes and entry modes (in
future) but even higher negative loadings on the variables motivations and difficulties. This
component seems to reflect the current and future investments in internationalization, but it
also reflects a lack of motivation and a high awareness on the difficulties towards
internationalization. The third eigenvector has a very high positive loading on the variable
difficulties and a high negative loading on the variable advantages. This component seems to
reflect a polarity situation on disadvantages/advantages to internationalize.
Figure 3 shows scatter plots of the first, second and third components. Observations 42, 69,
76 and 79 seem like outliers on the three components.
Insert here Figure 3
SAS FASTCLUS procedure), was used to group subjects on the basis of similarity in their
The PCA by scatter plots of the components suggested the existence of several groups related
by the latent variables of the five topics of internationalization. Cluster analysis, via the
hierarchical technique and the Ward method9, was used to group enterprises on the basis of
similarity in their scores on the five internationalization topics. The numbers of clusters
selected were based on cubic clustering criterion (Sarle 1983).In this way four groups/clusters
were examined for inter-cluster differences. Moreover the clusters were also analyzed taking
9 We implemented theproc clusterin SAS software.
-
7/29/2019 2124-SMEs in International Contexts an Italian Perspective
18/34
16
into account data from AIDA database. The finding of significant differences between clusters
in terms of these related external variables provides strong support for the validity of the
cluster solutions (Alenderfer and Blashfield, 1989).
Insert here Table 7
Table 7 reports the results of the cluster analysis for the total sample and the four clusters.
The enterprises in cluster 1 (the non-involved enterprises) do short term investments in
internationalization, but they have no intention to invest in the future. Despite they declare the
lowest level of difficulties, they show a reasonable motivation to internationalize, even if they
do not benefit from it. The cluster consists of micro and small sized enterprises that are
specialized in the engineering industry with Srl (limited company) family corporate form,
with an average of 30 employees and an estimated average turnover of 10 million Euros. The
employees show low-medium level of education and are mainly 31 to 50 years old. This
group seems not to be interested in internationalizing, because it is more involved at local
level.
The cluster 2 (the less motivated enterprises) does short-medium time investments in
internationalization and will go on investing in the future, even if without particular
advantages. This is confirmed by the fact that they declare having experienced some
difficulties in internationalizing. Moreover, cluster 2 is less motivated than the total sample.
This cluster, although is heterogeneous, has specific connotations: it consists of medium sized
enterprises, specialized in engineering industry, with a Srl (limited company) family corporate
form. The estimated average turnover is about 20 million Euros and the average number of
employees is 60. The mature human resources have a medium level of education. In short,
this cluster is composed by medium-sized enterprises that believe in internationalization as a
way for future investments, even if they did not achieve particular advantages.
The cluster 3 (the advanced family businesses) does medium-long term investments in
-
7/29/2019 2124-SMEs in International Contexts an Italian Perspective
19/34
17
internationalization. The high levels of motivations and advantages and the low level of
difficulties drive this cluster to invest in internationalization in the future. Cluster 3 consists of
medium-large sized enterprises, mainly specialized in engineering industry and textile
industries, with Srl and Spa (limited companies) family corporate forms. The estimated
average turnover is about 130 million Euros and the average number of employees is 175. The
human resources have a medium-high level of education and are slightly older than the
employees of the other clusters. Most of the leaders (operating in the engineering and
pharmaceutical industries) of our sample are concentrated in this cluster. In short, cluster 3 is
composed by medium-large sized enterprises and uses the internationalization process as an
established instrument for business.
The cluster 4 (the willful enterprises) is the most optimistic one. These enterprises do
medium-long term investments in internationalization. Despite the highest level of
difficulties, data show high levels of motivations and advantages in operating abroad. They
also intend to keep on investing in international markets in the future. This group is
heterogeneous (4 small, 3 medium and a big enterprise). Its enterprises are specialized in
engineering and textile industries, with Srl and Spa (limited companies) family corporate
forms. The human resources have a low-medium level of education and are aged more than
51 years old. The estimated average turnover is about 80 million Euros and the average
number of employees is 67.
So, despite several difficulties, these enterprises do long-term investments in
internationalization.
The four clusters were put on the maps of the PCs. Figure 4 reports the three maps.
Insert here Figure 4
On the PCAs maps the clusters are clearly distinct and the axes characterize the groups
completely.
-
7/29/2019 2124-SMEs in International Contexts an Italian Perspective
20/34
18
In short, it comes up from the analysis that the Monza and Brianza province is a very
productive territory, which is characterized by enterprises investing in the domestic market,
but at the same time they want to expand their business abroad, although in different ways
and with different approaches.
Among the internationalized enterprises, the opening across the national borders is an
established practice. Most of them internationalize, even for over 10 years. This is true
especially for the respondents operating in the engineering industry.
The respondents pay particular attention to their foreign customers (this is the first
motivation for internationalization) and take all the necessary tools to create value for them,
in order to gain their satisfaction and loyalty. This strategy strongly affects the choice of
methods for market penetration, as well as the choice of local investments (direct sales force,
network of agents, subsidiaries and branches).
However, the investments in franchising, joint ventures and licensing are less evident: this
reflects the size and financial performance criticalities of the enterprises surveyed, but it
probably also reflects their low rate of productive relocation that makes this type of
investments less appropriate.
As for the advantages achieved with internationalization, the main ones are the acquisition of
new foreign customers, the improvement of the corporate image and an increase in the firm
size.
Referring to the difficulties the data show that what hinders the opening to international
markets is mainly the size of the respondents. This difficulty is followed by a low brand
recognition, customs barriers, a lack of support from public agencies, and an inadequate
knowledge of the foreign target market.
-
7/29/2019 2124-SMEs in International Contexts an Italian Perspective
21/34
19
Conclusions and managerial implications
The process of internationalization involves all firm's decision making, management,
organizational and marketing procedures. In order to better understand how the respondents to
the questionnaire do behave towards internationalization, we analyzed their strategies and
actions related to four key areas: innovation (product, process and organizational innovation),
business networks and collaborations (formal and informal ones), green approach,
competences and qualification ofhuman resources.
Each cluster has a different approach in relation to these four areas.
Generally speaking, internationalization is the most complex strategy that any enterprise can
undertake. Moreover, family businesses are generally less inclined to grow and this tendency
is aggravated in the international markets sphere. However, the subsample of
internationalizing firms offers interesting insights. Our sample reveals a quite traditional
approach in different areas. Most of the enterprises have been investing in internationalization
since the last decade, and their main focus is Europe (which is now considered as a domestic
market). The most frequent barriers are the firm size, customs barriers and foreign culture and
laws.
Innovation and technology should be important for competitiveness, however only cluster 3
has certifications in all three areas (product, process and organization). For micro-firms
(cluster 1) certifications are not a strategic issue, especially the organizational ones.
Innovation is mainly linked to product innovation for all companies and is mainly
incremental: this is confirmed by the fact that many enterprises position is based on the high
level of specialization and the product quality. The average investment time is quite long for
all enterprises. Micro-firms (cluster 1) confirm their greater flexibility and invest in radical
product innovation, but in the last decade they have been changing (or at least investing in
change) their organizational asset and process, as well.
-
7/29/2019 2124-SMEs in International Contexts an Italian Perspective
22/34
20
The capability of setting-up or consolidating the organizational structure in terms of human
resources and their competences is getting more and more important to face an increasing
complex market. As human resources training is a competitiveness driver, enterprises will
invest in managerial courses. Human resource training is also relevant if it deals with
linguistic skills (in order to cope with foreign markets which are geographically and culturally
distant) or with product innovation (practical courses). Diversely, all enterprises are not
interested in training linked to green issue. It seems that cluster 3 relies on training more
than the other enterprises in all areas.
The green issue is not dominant or overriding. Companies choose to pursue green
objectives, only in order to reduce production costs and save energy. The green approach is
not widespread among the sample, only few enterprises are adopting it, investing in energy
saving (photovoltaic systems) and in the implementation of solar installation. A scarce
interest in training focused on this issue is in line with this setting, as already pointed out in
the previous paragraph.
Even if literature points out the relevance of formal and informal networks, our sample shows
that alliances and cooperative arrangements may not offer an effective means of
internationalization. Franchising and licensing represent a marginal instrument, maybe
because they are not suitable for enterprises that are mainly engineering production
organizations. It seems that small enterprises do not think that networking is an impressive
and effective solution. At an international level, strategic alliances, informal networks and
contractual agreements outnumber.
The internationalization strategy is linked to the development of the enterprises and to the
risks they are able to cope with. Thus an increasing necessity of controlling the end market
and improving the customers relationships is evident. The investments show the intention of
enterprises in the sample of choosing an entry mode coherent with their limits and
-
7/29/2019 2124-SMEs in International Contexts an Italian Perspective
23/34
21
wherewithal (the most important route of export is direct sales force). Investments in
franchising, joint venture and licensing are less frequent. This trend witnesses the existence of
dimensional and financial barriers, and maybe also the low level of productive relocation.
One explanation should be that most enterprises are family business and they prefer to control
their markets tightly and to set a direct relationship with their customers. In other words, the
family objective of controlling the future of the firm may conflict with the business objective
of growing abroad. The traditional direct export route allows local exporting firms to have full
control of their products positioning abroad or to acquire a direct knowledge of foreign
markets opportunities and threats.
The research we presented in this paper gives empirical evidence for Italian enterprises that
are located in Monza and Brianza province, Lombardy (North of Italy) with respect to
international business strategies. Our cluster analysis identifies potential guidelines for
entrepreneurial behavior in respect to key and actual factors (innovation and technology,
formal and informal networks, green approach, HR training) able to sustain competitiveness
especially along a deep financial crisis. Further research could deepen the present analysis in
two directions: with a longitudinal survey on the same sample; covering different territories
on the same topics.
References
Analisi informatizzata delle aziende italiane (AIDA), https://aida.bvdep.com.
Acaravci, T. and Ural, S.K., 2012, Role of Innovation Capability and Appropriability Regime
in Internationalization: Empirical Evidence from Turkish Firms http://eco-
science.net/f_articles/232-role-of-innovation-capability-and-appropriability.html
Aldenderfer, M. S., and Blashfield, R.K., 1989,Cluster Analysis. in: Michael S. Lewis-Beck,
ed., Quantitative Applications in the Social Sciences. Newbury Park, CA: Sage University
Papers. 1989.
-
7/29/2019 2124-SMEs in International Contexts an Italian Perspective
24/34
22
Barringer, B.R., and Greening, D.W., 1998, Small business growth through geographic
expansion: a comparative case study. Journal of Business Venturing 13: 467492.
Becker, B. and Gerhardt, B., 1996, The impact of Human Resource Management on
organizational performance: progress and perspectives. Academy of Management Journal,
39: 779-801.
Becker, S., and Egger, P., 2009, Endogenous Product versus Process Innovation and a Firms
Propensity to Export. Empirical Economics, Advanced online publication 18 November, doi:
10.1007/s00181-009-
Bell, J., 1995, The Internationalization of Small Computer Software Firms: A Further
Challenge to Stage Theories. European Journal of Marketing, 29(8): 60-75.
Cavusgil, S.T., 1980, On the internationalization process of firms. European Research, 8(6):
273-281.
Ceccanti, G., (1996), Corso di tecnica imprenditoriale. Radici culturali. Rappresentazioni e
analisi delle strutture dimpresa, CEDAM, Padova.
Cefis, E., and Marsili, O., 2006, Survivor: The Role of Innovation in Firms Survival.
Research Policy, 35(5): 626-641.
Coviello, N. E., and Munro, H., 1995, Growing the entrepreneurial firm: Networking for
international market development. European Journal of Marketing, 29(7): 4961.
Coviello, N. E., and Munro, H., 1997, Network relationships and the internationalisation
process of small software firms. International Business Review, 6(4): 361386.
Daly H.E. (1990), Towards some operational principles of sustainable development.
Ecological Economics, 2: 1-6.
De Boeck, P., and Wilson M. (2004) Explanotary Item Response Models. Springer-Verlag
New York.
-
7/29/2019 2124-SMEs in International Contexts an Italian Perspective
25/34
23
Dechant, K., and Altman, B., 1994, Environmental leadership. From compliance to
competitive advantage. Academy of Management Executive, 8(3):. 7-27.
Delaney, J.T., and Huselid M.A., 1996, The impact of Human Resources Management
practices on perceptions of organizational performance. Academy of Management Journal,
39: 949-969.
Di Gregorio, A., and Gavinelli, L., 2012, Osservatorio Impresa Monza e Brianza. Rapporto di
ricerca 2012, published on http://www.ilsole24ore.com/st/criet/novembre14.htm.
Eusebio, R. and Rialp, A., 2002, Innovacin Tecnolgica y Resultado Exportador: Un
Anlisis Emprico Aplicado al Sector Textil-Confeccin Espaol. Document de treball, n 4,
Autonomous University of Barcelona.
Gomez-Mejia, L.R., 1988, The role of human resources strategy in export performance: A
longitudinal study. Strategic Management Journal, 9: 493505.
Halln, L., 1986. A comparison of strategic marketing approaches. In P. W. Turnbull & J.-P.
Valla (Eds), Strategies for international industrial marketing: 235249. London: Croom Helm.
Henriques I., Sadorky P., 1999, The relationship between environmental commitment and
managerial perceptions of stakeholder importance. Academy of Management Review, 42(1):
87-99.
Johanson, J. and Vahlne, J.E., 1977, The Internationalization Process of the Firm
Commitments. Journal of International Business Studies, spring-summer: 23-32.
Johnson, R. A., Wichern, D. W. (2007). Applied Multivariate Statistical Analysis (Sixth ed.).
Prentice Hall
Jolliffe I.T. (2002), Principal Component Analysis, Series: Springer Series in Statistics, 2nd
ed., Springer, NY.
Jolly, V.K., Alahuhta, M., and Jeannet, J.P., 1992, Challenging the Incumbents: How High
Tech Technology Start-ups Compete Globally.Journal of Strategic Change, 1(1): 71-82.
-
7/29/2019 2124-SMEs in International Contexts an Italian Perspective
26/34
24
Judge, W.Q., and Douglas, T.J., 1998, Performance implications of incorporating natural
environmental issues into strategic planning process: an empirical assessment. Journal of
Management Studies, 35(2): 241-262.
Klassen, R.D., and McLaughlin, C.P., 1996, The impact of environmental management on
firm performance. Management Science, 42(8): 1199-1214.
Knight, G.A., and Cavusgil, S.T., 1996, The Born Global Firm: A Challenge to Traditional
Internationalization Theory. Advancesin International Marketing, 8: 11-26.
Mackey A., Mackey T.B, and Barney J.B., 2007, Corporate social responsibility and firm
performance: investor preferences and corporate strategies. The Academy of Management
Review, 32(3): 817-835.
Madsen, T. K., and Servais P., 1997, The Internazionalization of Born Globals: An
Evolutionary Process?. International Business Review,6 (6): 561-583.
Man, T. W. Y., Lau, T., Chan, K. F., 2002, The competitiveness of small and medium
enterprises: A conceptualization with focus on entrepreneurial competencies. Journal of
Business Venturing, 17 (2): 123-142.
McKinsey & Co. 1993, Emerging Exporters: Australias High Value-Added Manufacturing
Exporters. Melbourne: McKinsey & Co., Australian Manufacturing Council.
Nidumolu, R., Prahalad, C.K. & Rangaswami, M.R., 2009, "Why sustainability is now the
key driver of innovation", Harvard business review, 87(9): 56-64.
Nidumolu, R., Prahalad, C.K. & Rangaswami, M.R., 2009, "Why sustainability is now the
key driver of innovation", Harvard business review, 87(9): 56-64.
Oviatt, B.M. and McDougall, P.P., 1994, Toward a Theory of International New Ventures.
Journal of International Business Studies,25 (1): 45-64.
Porter, M.E., and Kramer, M.R., 2006, Strategy and society: the link between competitive
advantage and corporate social responsibility. Harvard Business Review, 84(12): 78-92.
-
7/29/2019 2124-SMEs in International Contexts an Italian Perspective
27/34
25
Porter, M.E., and Van der Linde, C., 1995, Green and competitive: ending the stalemate.
Harvard Business Review, 73(5): 120-134.
Pucik, V. (1992) Globalization and Human Resource Management. In Pucik, V., Tichy, N.
And Barnett, C.K. (eds) Globalizing Management. New York: Wiley
Rasch, G. (1960). Probabilistic models for some intelligence and attainment tests,
Copenhagen: The Danish Institute of Educational Research.
Ricardo, D. 1963. Principles of Political Economy and Taxation, Irwin, Homewood.
Rost J. (2001) The growing family of Rasch models. In Essays on Item Response TheoryA.
Boomsma, M.A.J. van Duijn, T.A.B. Snijders (Eds.) New York: Springer. 0-387-95147-4
Saren, M., 1990, Determinants, Processes and Strategies of Technological Innovation:
Towards an Interactive Pardigm. In R. Loveridge and M. Pitt (dir.), The Strategic
Management of Technological Innovation. Chichester: John Wiley & Sons
SAS/STAT(R)(2009), 9.2 User's Guide, Second Edition.
Sarle, W. S. ,1983, Cubic Clustering Criterion, SAS Technical Report A-108, Cary, NC: SAS
Institute Inc.
Scott W.G., 2003, Sostenibilit del marketing e marketing sostenibile, Micro & Macro
Marketing, 2: 171-183.
Spain.
Van Beveren, I., and Vandenbussche, H., 2010, Product and Process Innovation and Firms
Decision to Export. Journal of Policy Reform, 13: 3-24.
Vernon, R., 1966, International investment and international trade in the product cycle.
Quarterly Journal of Economics,80 (2): 190-207.
Waddock S.A., Gravee S., 1997, The corporate social performance Financial performance
link. Strategic Management Journal, 18: 303-317.
-
7/29/2019 2124-SMEs in International Contexts an Italian Perspective
28/34
26
Welch, D.E., and Welch, L.S., 1996, The internationalization process and networks: A
strategic management perspective. Journal of International Marketing, 4(3): 1128.
Winstep (2012), Manual- Current Version: 3.75.0, October 2012,
http://www.winsteps.com/winsteps.htm
Wright, B.D., Masters, G.N. (1982). Rating Scale Analysis, Chicago: MESA Press.
Figures and Tables
Figure 1 Research design
-
7/29/2019 2124-SMEs in International Contexts an Italian Perspective
29/34
27
Figure 2 An example of graphical representation for enterprises and items on the same
latent variable using Rasch model.
-
7/29/2019 2124-SMEs in International Contexts an Italian Perspective
30/34
28
Figure 3 Scatter plots of the three principal components with the 77 enterprises.
-
7/29/2019 2124-SMEs in International Contexts an Italian Perspective
31/34
29
Figure 4 The maps of the PCA with the four clusters by cluster analysis.
Table 1 The modes of internationalization
NAME Measure Std. err Infit ZS Outfit ZS
Chi-
Square
Direct sales force -1.48 0.1 0.26 0.12 2.82
Agent network -1.1 0.1 0.33 -0.1 2.31
Affiliated enterprises, subsidiaries -0.68 0.11 -1.29 -0.76 1.79
Importers -0.4 0.13 0.78 -0.4 1.53
Exporters -0.26 0.14 1.85 0.98 1.43
Own local sales network -0.2 0.15 -0.43 -0.78 1.39
Joint venture 0.09 0.18 -0.31 -0.31 1.25
Consortia 0.38 0.23 0.55 0.57 1.16
-
7/29/2019 2124-SMEs in International Contexts an Italian Perspective
32/34
30
Export consortia 0.74 0.31 0.39 0.32 1.09
Licensing 0.84 0.33 0.94 0.73 1.08
Shareholdings 0.97 0.36 -0.23 -0.81 1.06
Franchising 1.11 0.4 -0.59 -0.27 1.05
Table 2 Mode of internationalization (future)
NAME Measure Std. err Infit ZS Outfit ZS
Chi-
Square
Direct sales force -2.37 0.32 0.62 0.77 0.34
Agent network -1.97 0.32 0.7 0.72 0.29
Affiliated enterprises, subsidiaries -0.99 0.35 -0.39 -0.54 0.17
Own local sales force -0.44 0.4 1.13 1.15 0.12
Joint Venture -0.44 0.4 -0.3 -0.09 0.12
Importers 0.11 0.46 0.77 0.32 0.08
Exporters 0.61 0.55 -0.05 -0.53 0.05
Consortia 0.61 0.55 -0.26 -0.52 0.05
Licencing 0.61 0.55 -0.26 -0.52 0.05
Export consortia 2.14 1.03 0.23 -0.33 0.01
Franchising 2.14 1.03 0.23 -0.33 0.01
Shareholdings 3.37 1.83 0 0 0
Table 3 Motivation to internationalization
NAME Measure Std. err Infit ZS Outfit ZS
Chi-
Square
To meet the demand of the foreign
market
-1.49 0.23 0.4 -0.08 4.17
Weve always done -1.32 0.24 -1.37 -1.27 4.00
The domestic demand has decreased -0.76 0.21 0.95 1.16 3.63
Reduction of production costs -0.35 0.27 0.05 -0.01 3.06
Reduction of labor costs -0.04 0.31 -1.12 -1.05 2.67
-
7/29/2019 2124-SMEs in International Contexts an Italian Perspective
33/34
31
As a result of past experiences -0.02 0.28 1.63 1.53 2.73
To imitate competitors 1.36 0.47 -0.78 -0.43 1.92
To benefit from support
programs/initiatives
2.62 0.99 0.25 0.24 1.11
Table 4 Advantages to internationalize
NAME Measure Std. err Infit ZS Outfit ZS
Chi-
Square
Acquisition of new foreign
customers
-1.85 0.33 -1.2 -0.63 4.1
Brand equity -1.78 0.41 0.05 0 4.23
Increase in firm size -0.63 0.39 -0.7 -0.37 3.92
Increase in profits 0.07 0.33 -0.15 -0.5 3.56
Reduction of production costs 1.04 0.36 0.39 0.98 3.22
Acquisition of new domestic
customers
1.24 0.36 0.6 1.12 3.12
Improvements in the supply chain 1.9 0.37 0.47 0.29 2.81
Table 5 Difficulties to internationalize
NAME Measure Std. err Infit ZS Outfit ZS
Chi-
Square
Customs barriers -0.28 0.21 -1.2 -1.06 2.89
Limits in firm size -0.25 0.19 -0.32 -0.56 3.29
Making products/brand recognizable -0.14 0.18 -0.69 -1.1 3.06
Comply with local laws -0.02 0.21 0.4 0.44 2.84
Get support from Italian agencies 0.32 0.23 1.77 1.66 2.66
Get used with local culture, language
and customs
0.37 0.2 0.44 0.43 2.56
-
7/29/2019 2124-SMEs in International Contexts an Italian Perspective
34/34
Table 6PCAs results: the eigenvectors values of the first three principal components
Variable PC 1 PC 2 PC 3
Entry mode 0.0505 0.7041 -0.0233
Entry mode (in the future) 0.3275 0.6121 0.2215
Motivations0.5559 -0.2766 -0.2936
Advantages 0.5857 0.0472 -0.4974
Difficulty 0.4879 -0.2253 0.7853
Table 7The cluster analysis results
Total sample N Mean Std Dev Minimum Maximum
Entry modes 77 -1.248 0.690 -2.700 1.170
Entry modes for the future 77 -2.993 1.329 -4.390 0.260
Motivations 77 0.144 1.181 -3.600 4.270Advantages 77 0.781 2.221 -4.180 7.830
Difficulties 77 0.130 1.755 -4.630 5.030
Cluster 1
Entry modes 25 -1.559 0.652 -2.700 -0.750
Entry modes for the future 25 -4.390 0.000 -4.390 -4.390
Motivations 25 0.000 0.000 0.000 0.000
Advantages 25 0.000 0.000 0.000 0.000
Difficulties 25 -0.950 1.301 -4.630 0.250
Cluster 2
Entry modes 31 -1.171 0.711 -2.700 1.170
Entry modes for the future 31 -2.580 1.254 -4.390 0.260
Motivations 31 -0.419 0.805 -2.310 1.700
Advantages 31 -0.543 1.120 -4.180 1.420
Difficulties 31 0.460 1.476 -1.840 3.430
Cluster 3
Entry modes 13 -0.948 0.482 -1.760 -0.220
Entry modes for the future 13 -1.944 0.704 -3.010 -0.250
Motivations 13 0.494 1.634 -3.600 3.040
Advantages 13 2.868 1.840 1.260 7.580
Difficulties 13 -0.296 1.107 -2.040 1.360
Cluster 4
Entry modes 8 -1.059 0.756 -2.100 0.520
Entry modes for the future 8 -1.933 0.732 -3.010 -1.340
Motivations 8 2.211 1.096 0.860 4.270
Advantages 8 4.960 2.092 2.340 7.830
Difficulties 8 2.923 1.514 0.570 5.030