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                                                                                                                         Rationale for
           An internalization theory                                                                                    MNE regional
          rationale for MNE regional                                                                                          strategy
                    strategy
                                                                                                                                           135
                                        Alain Verbeke
 Haskayne School of Business, University of Calgary, Calgary, Canada and
Solvay Business School, University of Brussels (VUB), Brussels, Belgium, and
                                          Liena Kano
          Department of Management and International Business,
     Haskayne School of Business, University of Calgary, Calgary, Canada

Abstract
Purpose – This paper seeks to demonstrate that internalization theory, as a “complete” theory of the
firm, is particularly well equipped to analyze multinational enterprise (MNE) regional strategies,
thanks to its joint transaction cost economics and resource-based foundations.
Design/methodology/approach – This paper builds on recent work by Wolf, Egelhoff, and
Dunemann to show that internalization theory’s predictions on MNE regional strategy are superior to
those suggested by several other conceptual frameworks. For each of the 11 hypotheses formulated by
Wolf and his co-authors, an alternative is proposed here that is consistent with internalization theory
predictions.
Findings – MNE regional strategy is an important empirical phenomenon. Internalization theory, as
a powerful conceptual framework with general applicability, simplicity and accuracy, allows in-depth
analysis of MNE regional strategies.
Research limitations/implications – Internalization theory scholars need to find new ways of
operationalizing MNE firm-specific advantages (FSAs), as well as MNE resource recombination
trajectories, to predict accurately when and how MNEs will pursue regional versus global strategies.
Practical implications – MNE senior management should rethink international expansion
strategies and realize that most large MNEs actually pursue regional, not global strategies.
Social implications – Even the world’s largest MNEs have great difficulty engaging in novel resource
recombination across the globe, and their alleged market power should therefore not be overestimated.
Originality/value – International business scholars should embrace internalization theory as the
general theory of the MNE, rather than looking for insight from theories not intended – nor properly
equipped – to study strategies of the world’s most complex entrepreneurial organizations.
Keywords Multinational enterprise, Regional strategy, Global strategy, Internalization theory,
Transaction costs, Resource based view, Firm specific advantages, Location advantages, Distance,
Resource recombination, Multinational companies, Corporate strategy
Paper type Conceptual paper

Introduction
Wolf et al. (2012), in a provocative piece published in The Multinational Business
Review (MBR), have argued that the phenomenon of multinational enterprise (MNE)
regionalization, defined as the concentration of foreign sales in the home region as                                   Multinational Business Review
                                                                                                                                  Vol. 20 No. 2, 2012
opposed to a more balanced distribution across the globe, cannot be explained fully                                                       pp. 135-152
through transaction cost economics reasoning. In their view, a broader and more                                   q Emerald Group Publishing Limited
                                                                                                                                           1525-383X
multi-faceted explanation is required of the regionalization phenomenon. The authors                                 DOI 10.1108/15253831211238212
MBR    utilize seven complementary theories from economics, psychology and sociology to
20,2   develop a set of propositions explaining the MNEs’ home-region orientation.
           We agree with Wolf et al. (2012) that the study of MNE internationalization patterns,
       and regional strategy/structure choices in particular, requires more than a mere focus on
       conventional transaction cost economics parameters (Verbeke, 2003). However, Wolf
                                                                           ´
       et al.’s (2012) perspective represents an incomplete expose on the regionalization
136    phenomenon as advanced by Rugman (2005) and Rugman and Verbeke (2004, 2005).
       First, Rugman and Verbeke’s theory of regionalization is not based on conventional,
       Williamsonian transaction cost economics (TCE) (Coase, 1937; Williamson, 1975, 1981a,
       b, 1996), but rather on the theory’s “international version”, called transaction cost
       internalization (TCI) or internalization theory, which was developed largely
       independently of the Williamsonian version. First formulated in the classic work of
       Buckley and Casson (1976), contemporary internalization theory goes beyond
       concentrating on transaction cost economizing to recognize a variety of strategic and
       managerial issues involved in internationalization, and to focus on managing the
       innovation process in its entirety. This broad focus, as compared to Williamsonian TCE
       and early internalization thinking, is achieved by infusing a “dynamic capabilities”-like
       perspective into TCE thinking, with an emphasis on generating, exploiting and
       rejuvenating firm-specific advantages (FSAs) and matching these with country-specific
       advantages (CSAs) of host countries. Contemporary internalization theory explains the
       choice of MNE boundaries, as well as the firm’s internal governance and its interactions
       with external environmental forces (Rugman et al., 2011; Verbeke, 2009).
           Second, Wolf et al.’s (2012) description of the TCE foundational assumptions is not
       entirely accurate. Contrary to the authors’ claim (see Table I in Wolf et al., 2012), TCE
       explicitly rejects the conventional notion of “homo economicus” in favor of the bounded
       rationality behavioral assumption (Simon, 1959; see Williamson, 1996). The concept of
       bounded rationality is central to internalization theory and to the explanation of the
       regionalization phenomenon, as bounded rationality of MNE managers is largely
       responsible for difficulties in transferring, deploying and recombining FSAs across
       regional borders. Further, also contrary to what the authors imply, TCE acknowledges the
       level of uncertainty as a principal characteristic of transactions (Williamson, 1996), as does
       internalization theory. Consequently, internalization theory does not view international
       expansion decisions as choices among well-specified, discrete alternatives even if much
       empirical work has been based on this assumption (Benito et al., 2009). Nor does
       internalization theory assume hyper-rational, MNE-centric decision processes (Hennart,
       2009). As a general theory of the MNE, internalization theory is actually able to explain
       MNE behavior while encompassing the spatial, behavioral and social considerations
       explored by Wolf et al. (2012) through complementary theories (see Table I). In the
       following section, we explore how the authors’ propositions can be reinterpreted through
       an internalization theory lens, and, where necessary, restated. We conclude by discussing
       internalization theory’s capacity to explain the phenomenon of regionalization, and by
       assessing the value of Wolf et al.’s contribution to the current explanation.

       Alternative interpretation of regionalization propositions
       H1 (based on the theory of new regionalism)
       New regionalism refers to the politically induced process that started in the early
       1990s, characterized by trade liberalization of regions through reduction of
Rationale for
Complementary social science theory Corresponding internalization theory concepts (core or co-opted
(Wolf et al., 2012                  concepts)                                                            MNE regional
New regionalism                      Institutional, geographic, and economic distance (proxies for
                                                                                                               strategy
                                     additional costs of doing business abroad)
                                     Government-imposed market imperfections (trade barriers)
New economic geography               Location advantages – CSAs                                                         137
                                     Geographic distance
Knowledge economy                    Markets for intermediate products (various types of
                                     knowledge)
                                     Complementary resources of external actors
                                     Location advantages (LAs) – CSAs
                                     Geographic distance
Psychic distance                     Compounded distance
                                     Cultural distance
                                     Bounded rationality
                                     Bounded reliability
                                     LB versus NLB FSAs
Escalating commitment                Bounded rationality
                                     Bounded reliability
                                     Resource recombination trajectories
                                     Administrative archetype (reflected in higher order FSAs,
                                     namely routines)
Population ecology                   Resource recombination trajectories                                               Table I.
                                     Co-evolution of FSA-CSA bundles                                     Complementary social
                                     Administrative archetype                                                   science theories
Neo-institutional theory             Co-evolution of FSA-CSA bundles                                  embedded in transaction
                                     Complementary resources                                          cost internalization (TCI)
                                     Institutional distance                                                   theory’s concepts


intra-regional trade barriers (Hettne et al., 1999). The authors argue, following the logic
of new regionalism, that MNEs are incentivized to concentrate the bulk of their
business activities within the boundaries of a regional integration agreement. They
propose the following (for purposes of consistency in the present paper, we will always
use the words multinational enterprise – MNE, instead of multinational corporation –
MNC):
   H1. A multinational enterprise’s (MNE’s) degree of home-region orientation will
       be positively related to the degree of economic liberalization which existed in
       its home region at the time foreign investment decisions were made.
From the internalization theory perspective, macro-level liberalization policies by
themselves will not determine the scope of the MNE’s geographic expansion; rather,
this scope will be determined by the MNE’s ability to link its FSAs with CSAs of
locations within or outside of its host region. Regional integration agreements may
influence this ability: they promote intra-regional coherence and thereby reduce the
MNE’s need to develop new location-bound FSAs or adapt existing FSAs to
host-country CSAs if a host country is located within the home region (Rugman and
Verbeke, 2005), thus indeed providing an incentive for intra-regional rather than
MBR    inter-regional investment. It should also be noted that most region-based liberalization
20,2   policies are reactions to a history of collaboration within the region and to geographic
       proximity and/or cultural/economic/institutional similarities among countries in the
       region; they can be interpreted as the removal of unnatural market imperfections
       (Rugman, 1981; Buckley et al., 2003) to further the ease of FSA adaptation, which was
       already partially enabled by comparatively low cultural, geographic, economic and/or
138    institutional distance (Ghemawat, 2001).
          An MNE home-regional focus is thus merely facilitated by region-based
       liberalization. In addition, this “incentive” for home-region firms will not necessarily
       act as a deterrent for outsider firms whose international expansion is motivated by
       strategic resource seeking, if these strategic resources cannot be obtained within their
       own home region. Consider, for example, an emerging economy MNE expanding into a
       developed economy (i.e. a host region), in order to access technological know-how
       (Guillen and Garcia-Canal, 2009), or a developed economy MNE entering an emerging
       economy (e.g. China – again, located in a host region) in search of cheap labor. The
       point here is that region-based liberalization policies may indeed affect the regional
       scope of MNE international activities, but will not determine such scope. The key
       determinant of the MNE’s geographic scope is the firm’s ability to recombine FSAs
       with CSAs in order to reach its strategic goals. H1 can therefore be restated as follows:
          H1. Internalization theory version. While region-based liberalization provides
              incentives for intra-regional FDI, each particular MNE’s international
              expansion pattern will be determined mainly by micro-level parameters,
              including the firm’s internationalization motives and the nature of its FSAs.
              Therefore, no fixed, generalized relationship can be proposed between a
              region’s level of economic liberalization and the home-region orientation of
              this region’s MNEs.
       Wolf et al.’s (2012) hypothesis is, in fact, disproved by Rugman and Verbeke’s (2004)
       empirical data. Among the three regions of the Triad (defined as Europe, North
       America and Asia-Pacific), Europe can be seen as the most integrated, as it is
       characterized by far-reaching administrative and political harmonization in addition to
       economic integration, whereas North America and Asia only benefit from the latter.
       Therefore, if Wolf et al.’s prediction were true, European MNEs would be
       underrepresented in the group of truly global and host-region oriented companies,
       and would account for the majority of home-region oriented firms. The empirical data,
       however, show that the opposite is true: European MNEs account for the lowest
       percentage of home-region firms and the highest percentage of host-region ones, while
       the nine truly global MNEs are evenly distributed among the three regions of the Triad
       (Rugman, 2005).
          A relevant point in this context is that internalization theory does implicitly
       consider the phenomenon of new regionalism, but it does so in the context of MNE
       strategic positioning and its ability to link its FSAs with host country CSAs. Thus,
       internalization theory provides a deeper, more firm-centric, and therefore more
       strategically and managerially relevant perspective than the theory of new
       regionalism, while the latter considered in isolation yields an incorrect prediction
       that contradicts the empirical evidence.
H2 (based on the theory of new economic geography)                                              Rationale for
The theory of new economic geography stems from Marshall’s (1922) work on the                  MNE regional
physical concentration of business firms, and attempts to explain the occurrence of
economic agglomeration. According to the new economic geography, two opposing                        strategy
forces cause the spatial agglomeration of business. First is the force of agglomeration,
fed by market size effects, condensed labor market effects, and effects stemming from
increasing returns in production. Second is the force of dispersion, driven by the                      139
immobility of resources and the costs of increased economic activity in a particular
location (Krugman, 1998). The authors adapt the theory of new economic geography,
particularly the agglomeration side of the argument, to the Triad region level, and
suggest the following:
   H2. MNEs from regions with a greater level of relevant agglomeration will tend to
       be more home-region oriented than MNEs from regions with a lower level of
       relevant agglomeration.
We agree with the authors’ view that a Triad region is too broad a geographic context
within which to consider agglomeration, and that relevant clusters need to be investigated
within each Triad region. Industrial clusters, such as Silicon Valley or Boston’s Route 128,
would provide a better unit of analysis. From an internalization theory viewpoint, such
industrial clusters offer incumbent MNEs a variety of CSAs, or, in this case, location-
rather than country-specific advantages, such as easy access to a highly skilled
professional labor pool and state-of-the-art technical knowledge due to a superior
educational infrastructure (e.g. proximity to leading technical universities and business
schools), easy access to venture capital, and access to knowledge held by industry leaders.
If these location advantages (LAs) are relevant to MNEs from the home region and these
MNEs have comparatively easy access to them, a home-region orientation may result.
Potential availability of complementary resources of external actors (e.g. existing supplier
networks; partnership opportunities) may also encourage expansion inside a cluster.
However, whether or not the expansion in fact occurs (and is successful) will be
determined not by the MNE’s location near a particular innovation cluster, but by its
ability to gain access to the region’s LAs that may be held by local actors (Hennart, 2009),
and then to establish a match between its own FSAs and the region’s LAs.
    The dispersion side of the argument also needs to be considered: for example, firms
that possess FSAs superior to those of competitors and are vulnerable to appropriation
by competitors or third parties may shy away from locating in agglomeration clusters
in order to avoid proprietary knowledge dissipation. Further, there is an industry effect
on the level of clustering: e.g. firms in industries where knowledge is highly
idiosyncratic (e.g. financial and professional service firms) may not have a great need
to learn from competitors (Nachum and Wymbs, 2007). It should also be noted that
relevant LAs are likely to attract investment not only from home region MNEs, but
also from MNEs outside of the region – consider, for example, inward FDI in Silicon
Valley by Japanese MNEs (Teece, 1992). The above leads to the following prediction:
   H2. Internalization theory version. Strong agglomeration in a region will not by
       itself attract investment from MNEs, whether from within or outside the
       region. Whether or not a home-region MNE chooses the region’s
       agglomeration cluster as an expansion target depends on the potential
       synergies of melding the MNE’s FSAs with the LAs of the region.
MBR    Extant empirical literature supports this internalization-theory-based proposition.
20,2   Nachum and Wymbs’s (2007) study on the location choices of financial and
       professional services firms shows that LAs, including relevant agglomeration, do not
       determine MNE location choices – rather, location choices are influenced by the
       interaction between LAs and the MNE’s FSAs.

140    H3a and 3b (based on the theory of the knowledge economy)
       The theory of the knowledge economy argues that contemporary firms rely on
       intellectual capabilities to a greater extent than on physical inputs and natural
       resources (Powell and Snellman, 2004), and therefore sourcing, processing and
       exploiting knowledge are critical tasks for these firms (Dunning, 2000). The label
       “knowledge economy” covers a wide variety of research streams (Powell and Snellman,
       2004). It includes literature on knowledge networks, which argues that knowledge is
       rarely possessed by a single firm and resides within networks of firms and institutions
       in a particular environment (Dicken, 1999), and literature on knowledge spillovers,
       which studies the effects of inter-firm, intra-industry knowledge spillovers on R&D
       and innovation (Cohen and Levinthal, 1989). Wolf et al. (2012) combine knowledge
       networks and knowledge spillover arguments to hypothesize a strong linkage between
       low geographic distance and various types of effective knowledge transfer:
          H3a. The more knowledge intensive an MNE is, the more it will pursue a
               home-region orientation.
       Even if only strategic asset seeking expansion is pursued, the above proposition may
       hold solely in cases whereby the home region of the knowledge-intensive MNE
       considered has relevant knowledge clusters, so that valuable knowledge recombination
       can occur inside the region. If not, the MNE may undertake an expansion into host
       regions where desired knowledge is located, as illustrated by Japanese FDI in Silicon
       Valley, as discussed in the previous section. From an internalization theory
       perspective, this expansion serves the purpose of accessing relevant LAs, either within
       or outside the home region. In addition, in case of market seeking expansion, a higher
       knowledge intensity could foster more globalization rather than regionalization,
       depending on the non-location boundedness of the knowledge at hand.
          In any case, access to proximate knowledge clusters does not guarantee innovative
       performance. The development of new economic theories, such as the new economic
       geography and the theory of the knowledge economy, has led to a tendency to
       overemphasize the importance of the region at the expense of the firm-level factors
       (Dicken and Malmberg, 2001; Maskell, 2001). Empirical evidence in the strategic
       management literature suggests that FSAs remain ultimately more important for an
       MNE’s ability to produce innovations than the regional environment (Beugelsdijk,
       2007). Related to this point, different firms will benefit from LAs offered by knowledge
       clusters to a different extent. Firms possessing the most advanced technologies may
       have incentives to locate away from clusters in order to protect their core capabilities
       from dissemination to weaker competitors (Nachum and Wymbs, 2007). Microsoft’s
       location in Seattle rather in Silicon Valley is a case in point. Taking the above elements
       into account, we can restate H3a as follows:
          H3a. Internalization theory version. Higher knowledge intensity of an MNE will not
               result in a stronger home-region orientation.
Wolf et al. (2012) further suggest that different activities within the MNE are associated    Rationale for
with different requirements for knowledge transfer, with the knowledge generated in          MNE regional
the upstream parts of the value chain (such as R&D) being more valuable than
knowledge generated in the downstream parts (such as sales and marketing).                         strategy
Combined with the previous reasoning on intra-regional knowledge transfer, this led to
the following proposition (where upstream value chain activities are considered more
knowledge-interdependent than downstream value chain activities):                                     141
   H3b. The more knowledge-interdependent [i.e. upstream] activities of an MNE will
        pursue more of a home-region orientation than the less
        knowledge-interdependent [downstream] activities.
Internalization theory suggests that the extent of home-region orientation can be
different for different value chain activities, namely downstream vs. upstream activities,
but offers a reverse prediction: globalization, when it does occur, happens predominantly
in the upstream end of the value chain, with the downstream activities maintaining a
stronger home region focus. This proposition is empirically supported by the data in
Rugman and Verbeke’s (2004) flagship study, which shows that many large MNEs do
have a strong geographic dispersion of their R&D, sourcing and production, but are not
capable of achieving a global distribution of sales. The reason is that FSAs required in
upstream activities to achieve global sourcing of R&D outputs, raw materials,
intermediate inputs, labor and capital, and production are very different from the FSAs
required in downstream activities to achieve global distribution of sales. Adaptation of
downstream activities requires a higher level of local responsiveness, as the knowledge
bundles that have to be accessed and deployed at the downstream end in a host region
are likely quite different from the knowledge combinations effective in the home region
(which does not necessarily hold for more upstream activities). Upstream activities, on
the other hand, provide the greatest potential for scale economies, whereby a
concentration of these activities often can be achieved in home regions (Verbeke, 2009).
   Further, MNEs differ in their ability to adapt upstream and downstream activities
separately, i.e. in their decoupling flexibility (Rugman and Verbeke, 2008a). Strong
decoupling flexibility means that upstream and downstream activities can be easily
adapted separately; most brand-named goods fall into this category. Weak decoupling
flexibility means that upstream and downstream activities have to be performed
simultaneously/cannot be separated, as is the case in many professional
knowledge-intensive services, such as engineering services or management
consulting. This distinction is partially responsible for a comparatively higher
home-region orientation of knowledge-based services vs. manufacturing MNEs, as
demonstrated in Rugman and Verbeke’s (2008a) empirical study, which shows that
services MNEs’ decoupling flexibility is usually considerably weaker than that of
manufacturing MNEs. Building upon the above, H3b can be restated as follows:
   H3b. Internalization theory version. Assuming strong decoupling flexibility,
        i.e. being able to separate upstream and downstream adaptation, MNE
        downstream value chain activities will tend toward home-region orientation
        more than upstream activities.
Perhaps part of the problem with Wolf et al.’s (2012) proposition is that they view
upstream activities as more knowledge-interdependent than downstream activities. In
MBR    reality, downstream activities require an expert recombination of complex bundles of
20,2   knowledge related, inter alia, to foreign cultures, customer preferences and institutions.

       Propositions 4a, 4b and 4c (based on psychic distance theory)
       Psychic distance, when applied in the international business context, reflects MNE
       managers’ perceptions of differences in business-relevant characteristics between
142    home and host countries (Brewer, 2007). Psychic distance is influenced by a variety of
       cultural, political, economic, as well as personal factors (e.g. language, religion,
       education, etc.). As psychic distance is believed to vary systematically with the
       geographic distance between countries, the authors propose the following:
          H4a. The greater managers’ perception of the psychic distance between the home
               region and other regions, the more the respective MNE will be home-region
               oriented.
       Observing that Asian countries are likely more psychically distant from European and
       North American countries than the latter are from each other, they further predict that:
          H4b. When other factors are controlled for, Asian MNEs will tend to be more
               home-region oriented than European and North American MNEs.
       The concept of psychic distance is somewhat similar to the four distance dimensions
       between the home and host country – cultural, administrative (or institutional),
       geographic (or spatial) and economic (Ghemawat, 2001) – that is central to
       internalization theory. From the internalization theory perspective, distance is a critical
       concept that affects the transferability, deployability, recombination and exploitation
       of FSAs across borders. If any dimension of distance increases, so do the costs of doing
       business abroad, as well as the challenges of effectively deploying FSAs in a host
       environment. Distance creates new bounded rationality challenges for managers who
       must understand drastically different subsidiary environments, as well as bounded
       reliability problems (Verbeke and Greidanus, 2009) to the extent that it becomes
       difficult for the head office to achieve proper monitoring and goal alignment with the
       subsidiary.
           To add to the complexity of the notion of distance, the various distance dimensions
       are not independent of each other, but rather intertwined and interdependent. For
       example, regional economic integration fosters institutional coordination, which in
       turn may contribute to decreasing cultural distance through improved mobility of
       labor and managerial best practices. It is then the compounded distance, defined as the
       need to manage various distance dimensions simultaneously, that has the most
       substantial effect on the firm’s ability to deploy successfully and efficiently its FSAs
       abroad (Rugman et al., 2011). The concept of compounded distance is essentially
       equivalent to psychic distance.
           The assumption that greater compounded distance between regions might lead to a
       greater home-region orientation may seem plausible at first sight. However, a general
       statement about a positive relationship between inter-regional distance and MNE
       home-region orientation would appear somewhat simplistic. First, macro-level distance
       may be different in different parts of the value chains, e.g. upstream vs. downstream,
       as discussed in the previous section. Consider North American Levi Strauss: its sales
       are strongly home-region oriented, yet the entire bundle of upstream activities is
located in Asia and Latin America (Rugman et al., 2011). Second, the foreign entry           Rationale for
motive may also moderate the influence of distance on the MNE’s decision to make an          MNE regional
investment abroad. A strategic resource seeking MNE may find a high-distance market
particularly instrumental to learning opportunities potentially unavailable in                    strategy
low-distance locations (Verbeke, 2009). Similarly, a natural resource seeking MNE
may expand into a distant country/region due to unavailability of sought resources in
the home region, or in more proximate regions, as shown in Benito and Gripsrud’s                     143
(1992) analysis of FDI by Norwegian MNEs. The internalization perspective suggests,
again, that the level of the MNE’s geographic scope will be determined by the extent to
which the MNE is able to deploy and recombine its FSAs to cope with compounded
distance between the home and host countries while reaching its strategic goals.
   Similarly, the influence of the home region itself on the propensity toward a
home-region orientation, as hypothesized in H4b, is a macro-level observation that
ignores firm-specificity (Verbeke, 2009). In reality, firm-level distance could be smaller
than macro-level distance due to, for example, senior management’s extensive business
experience in the host region or a presence of relevant business and/or government
connections.
   Rugman and Verbeke’s (2004) empirical results confirm the above reasoning.
Contrary to Wolf et al.’s prediction, Asian MNEs do not tend to be the most
home-region oriented – while they are more home-region oriented than their European
counterparts, they are significantly less home-region oriented than North American
companies (Rugman, 2005). Granted that “all other factors” were not necessarily
controlled for, but this nevertheless points at limitations of macro-level distance
analysis. We therefore propose the following:
   H4a,b. Internalization theory version. There is no generalized relationship between
          compound inter-regional distance and the degree of MNE’s home-region
          orientation. Decisions on expansion into a high-distance host region are
          moderated by:
          † the MNE’s foreign entry motives;
          † the specific activities in the value chain for which expansion is considered;
          † the micro-level distance between the firm and the host region; and
          † the MNE’s command of requisite recombination capabilities necessary to
             overcome distance.
Exploring psychic distance theory further, the authors combine it with the Uppsala
model, which focuses on the internationalization process. The Uppsala model proposes
that international expansion is a function of the MNE’s past international experience
and knowledge base (Johanson and Wiedersheim-Paul, 1975; Johanson and Vahlne,
1977, 1990; Luostarinen, 1979), and postulates that firms undertake international
expansion in an incremental and path-dependent manner. The following proposition
results:
   H4c. The greater the international experience of an MNE, the more global will be
        its orientation and the less it will exhibit a home-region orientation.
Here, the logical flow from theoretical assumptions to the proposition is not entirely
clear. First, host region expansion targets are not necessarily distant on all dimensions
(e.g. Spain and Mexico are located in different regions of the Triad but share a common
MBR    language and cultural heritage). Second, it is not clear how international experience is
20,2   defined (e.g. the number of countries where the MNE has a presence, the extant
       diversity of subsidiaries, the number of employees in different countries, etc.). The level
       of international experience alone would not necessarily lead to a greater ease in
       entering a distant region, as the MNE ultimately needs to address incremental, or
       added, distance (Hutzschenreuter et al., 2011). Even a higher level of diversification of
144    the MNE’s current locations does not necessarily imply a greater incentive for – and
       ease of further expansion into – distant countries, as the ease of further expansion
       (meaning, really, ease of FSA adaptation and recombination) depends on a particular
       expansion target, as well as the presence of recombination capabilities and relevant
       experience within the MNE’s current international portfolio. Further, empirical
       evidence suggests that extant cultural diversity of the MNE’s subsidiary network will
       actually reduce the rate of subsequent internationalization, because heterogeneity
       among subsidiaries increases complexity and ties up managerial resources that could
       otherwise be dedicated to further international expansion (Hutzschenreuter et al., 2011).
       With the above considerations in mind, we suggest the following:
          H4c. For internalization theory. There is no generalized relationship between the
               MNE’s level of international experience and its home-region orientation.

       H5 (based on escalating-commitment theory)
       Escalating-commitment theory draws on behavioral aspects of managerial
       decision-making to describe situations whereby managers hold on to – and continue
       to reinvest in – certain actions (i.e. “escalate” their commitment to these actions) even if
       these actions have failed to achieve strategic goals in the past and are unlikely to do so
       in the future (Brockner, 1992). The authors blend escalating-commitment theory with
       two IB concepts: administrative heritage and the multinationality-performance
       relationship. Administrative heritage describes the firms’ key routines and tacit
       knowledge that often develop at the time of inception and are influenced by the vision
       of the founder and the firm’s set of external circumstances. The literature distinguishes
       among four archetypes of administrative heritage: centralized exporter, international
       projector, international coordinator and multi-centered MNE (Verbeke, 2009). The
       literature on the multinationality-performance relationship suggests that a systematic,
       fixed relationship exists between the MNE’s degree of multinationality and its
       performance. In this context, Wolf et al. (2012) cite evidence that home-region oriented
       MNEs typically perform worse than global, bi-regional or host-region oriented MNEs.
       The blending of the implications of the above research streams results in the following:
          H5. MNEs’ development from a home-region orientation towards a global
              orientation is a slow (longsome) process. The effect of the amount of a MNE’s
              international experience on its home-region orientation is low.
       It should be noted that this directly contradicts H4c.
           Internalization theory rejects the notion that a fixed, systematic relationship should
       exist between the MNE’s geographic scope and its performance (Hennart, 2007;
       Verbeke and Brugman, 2009; Verbeke et al., 2009) and consequently between its degree
       of regionalization and performance, as domestic and international success will be
       determined by the firm’s ability to develop, transfer, deploy and exploit its FSAs rather
       than by its geographic scope per se. As such, contrary to Wolf et al.’s reasoning,
performance factors are unlikely to drive the MNE’s commitment towards a specific            Rationale for
geographic scope, whether this entails maintaining home-region orientation or moving       MNE regional
toward globalization.
   This notwithstanding, internalization theory adopts a Penrosean (Penrose, 1959)               strategy
view of MNE international expansion being a path-dependent process, with the
path-dependency being driven by the availability of resources and the need for new
FSA development and current FSA adaptation possibilities. Further, an MNE’s extant                  145
international experience does not necessarily influence its home-region orientation, as
discussed in the previous section. Internalization theory thus yields the following
prediction, very similar to Wolf et al.’s (2012), but following a different logic:
   H5. Internalization theory version. MNE’s development from a home-region
       orientation towards a global orientation depends upon its resource
       recombination trajectory. There is no systematic effect of the level of an
       MNE’s international experience on its home-region orientation.

H6 (based on population ecology)
Developed in Hannan and Freeman’s (1977) classic article, population ecology theory
emphasizes the influence of selection pressures from the external environment on a
firm’s survival. The argument is that profit maximizers are selected, while the ability
itself to maximize profits depends on the organization’s ability to adapt to the
environment. This explains persistence of organizational forms over time. Wolf et al.
develop a population ecology argument for regionalization, proposing the following:
   H6. If, in the population of MNEs, the degree of home-region orientation decreases
       over time, this will rather be the consequence of a selection process than an
       assimilation process.
Internalization scholars agree that regionalization is an open-ended phenomenon over
time, in the sense that there is nothing deterministic about the international expansion
trajectory followed by individual MNEs (Rugman and Verbeke, 2004). The reality of a
multinational firm, however, is such that globalization by selection appears to be a
simplification, since a combination of environmental factors and firm-specific factors
influence firm-level action. In fact, globalization may never occur, as regionalization
may be chosen as the preferred strategic alternative, based on cost-benefit calculus
(Rugman and Verbeke, 2004). Alternatively, globalization may occur suddenly as a
result of a strategic acquisition. Internalization theory focuses on the interaction
between firm-level strategies and the environment, whereas population ecology
emphasizes selection pressures by the external environment, thereby neglecting
firm-specific factors.
    When globalization does occur, it will likely be driven by a combination of changes
occurring at the level of the population of relevant firms, and adaptation at the firm
level. Koza and Lewin (1998) argue that new organizational forms resulting from MNE
internationalization are an outcome of the co-evolution of the competitive and
institutional environments, and firm intentionality. Rugman and Verbeke (2004) apply
this thinking to the regionalization phenomenon and argue that MNE regional
strategies are embedded in – and co-evolve with – the broader competitive,
organizational and institutional contexts at the regional level. This suggests the
following proposition:
MBR       H6. Internalization theory version. An MNE’s development from a home-region
20,2          orientation towards a global orientation results from firm-level strategy and
              environmental factors; therefore, globalization may never occur, may occur
              slowly or may occur suddenly. When globalization does occur, it is driven by
              a combination of selection and adaptation processes.

146    H7a and 7b (based on neo-institutional theory)
       Institutional theory’s basic tenet is that a firm’s behavior is largely driven by
       isomorphic pressures from the social and institutional environment, in which the firm
       is embedded (DiMaggio and Powell, 1983; Haveman, 1993; Meyer and Rowan, 1997;
       Tolbert and Zucker, 1983). While institutional theory pays little attention to
       firm-specific drivers of behavior, neo-institutional theory ascribes a more active role to
       the firm as an active carrier of change and innovation (Dacin et al., 2002; Leblebici et al.,
       1991; Sherer and Lee, 2002). Applying neo-institutional theory to the regionalization
       phenomenon, Wolf et al. argue that different industries are subject to different
       institutional pressures, which leads to the following prediction:
          H7a. MNEs from different industries vary in terms of their degree of home-region
               orientation.
       The authors further suggest that competitors and suppliers are highly relevant to the
       MNE’s legitimization process, and therefore:
          H7b. If the competitors and suppliers of an MNE are home-region oriented, this
               firm will also have a relatively strong tendency towards the home region.
       Internalization theory, with its focus on blending firm-specific and
       environment-specific factors, supports institutional theory’s key assumption of
       firms’ social and institutional embeddedness. As argued in the previous section, MNE
       strategic choices, including regional strategy, are believed to evolve interdependently
       with changes in prevailing industry practices, legitimate organizational forms,
       government regulations, etc. (Rugman and Verbeke, 2004), and therefore MNEs from
       different industries may indeed vary in their regional strategies. Further, MNEs from
       different industries differ in their inter-regional expansion potential, which depends
       largely on their ability to de-couple upstream and downstream activities (as discussed
       under H3b), and on the extent of their supply-side autonomy of location choices
       (Rugman and Verbeke, 2008a). As such, internalization theory supports H7a:
          H7a. Internalization theory version. MNEs from different industries vary in terms
               of their degree of home-region orientation.
       Much empirical support can be found for this proposition in extant literature.
       Rugman’s (2005) classic text on regionalization offers a break-down of regionalization
       levels by industry; studies conducted by Oh and Rugman (2006) and Rugman and
       Girod (2003) explore regionalization in specific industry contexts, and Rugman and
       Verbeke (2008a) present empirical evidence of different levels of regionalization in
       service industries versus manufacturing.
          MNEs are likely to strive to maintain proximity to relevant supplier networks.
       However, suppliers’ locations will not necessarily dictate MNE location choices.
       Whether or not an MNE will be compelled to follow a supplier’s geographic strategy
depends on the transactional features of the buyer-supplier relationship. A large MNE           Rationale for
with strong FSAs and significant purchasing power (Porter, 1980) may in fact be                 MNE regional
followed by a supplier, rather than being a follower itself. In terms of competitors,
MNEs may indeed attempt to gain access to relevant knowledge spillovers and                          strategy
therefore locate close to competitors; however, they may also choose to put some
distance between themselves and competitors in order to avoid dissipation of their own
competitively relevant knowledge. This, again, is particularly true for large MNEs with                 147
strong FSAs that are vulnerable to appropriation by other firms due to their public
goods’ nature (Grøgaard and Verbeke, 2012). Whether or not the MNE follows its
competitors geographically depends on the extent to which the firm’s technological
knowledge is critical to its existence, and more generally on the nature of the firm’s
FSAs as discussed under H2. Location choices depend on the interaction of LAs (in this
case, availability of supplier networks and proximity of relevant competitive
knowledge) with the firm’s FSAs. Wolf et al.’s H7b thus appears at odds with
internalization theory:
   H7b. Internalization theory version. There is no systematic relationship between the
        MNE’s home-region orientation and that of its suppliers and competitors.
As discussed under H2, current empirical evidence supports this proposition.

Existing empirical support and potential empirical tests
As noted above, some of our new propositions formulated from the internalization theory
perspective have already been empirically tested in extant research. For example,
Rugman’s (2005) book contains an analysis of intra-regional sales by region that
supports the lack of a relationship between the region’s level of economic liberalization
and the degree of home-region orientation of firms headquartered in this region, as
hypothesized in H1. The same data support the lack of a higher degree of home-region
orientation of Asian MNEs suggested by H4b. A study by Nachum and Wymbs (2007)
demonstrates that MNE location choices are not determined solely by LAs, including the
presence of relevant agglomeration, but rather by an interaction of those LAs with the
firm’s FSAs; their results provide support for our H2 and H7b. H3b is supported by
Rugman and Verbeke’s (2004) data showing asymmetry between upstream and
downstream regionalization. Studies conducted by Oh and Rugman (2006), Rugman
(2005), Rugman and Girod (2003) and Rugman and Verbeke (2008a) present empirical
evidence of different levels of regionalization in different industries hypothesized in H7a.
   H3a can be tested using Rugman and Verbeke’s (2004) data by assigning various
levels of knowledge intensity to companies based on three sources of economic
knowledge – industry R&D, skilled labor, and the size of the pool of basic science for a
specific industry (Audretsch and Feldman, 1996), and by regressing home-region
orientation on knowledge intensity. Similarly, H4c and H5 on the lack of a systematic
relationship between MNE international experience and its home-region orientation
could be statistically tested using data from Rugman and Verbeke’s (2004) study, with
the level of international experience operationalized as the number of countries where
the MNE has a presence (a more sophisticated test would involve a measure of the
MNE’s extant diversity; extant diversity could be operationalized as the sum of the
cultural distances between the countries of every pair of subsidiaries, consistent with
Hutzschenreuter et al., 2011).
MBR       We should, however, not lose sight of methodological limitations of statistical tests,
20,2   and should keep in mind Yair Aharoni’s (1993) warning against relying solely on
       databases and industry averages in explaining MNE performance and behavior.
       According to Aharoni (1993), statistical tests do not capture the MNE’s uniqueness,
       which could reside, for example, in the MNE’s absorptive capacity to digest different
       cultures and to employ productively managers of many nationalities, or in its
148    managerial experience and entrepreneurial qualities. These higher-order FSAs are
       often at the heart of achieving superior performance, yet are not easily measured in
       quantitative terms. In our case, this is particularly true for H4, H5 and H6, which deal
       with such complex and multidimensional constructs as foreign entry motivation,
       micro-level distance, recombination capabilities, path dependence, experience and FSA
       adaptation. These constructs are difficult to operationalize accurately, without losing
       valuable rich data that are unique to each particular MNE. Here, in-depth case analyses
       would likely be more helpful than quantitative methods in uncovering the linkages
       among the MNE international expansion targets, its FSAs and its regionalization
       strategies.

       Conclusion
       Wolf et al. (2012) have usefully suggested that a multifaceted, interdisciplinary
       approach can enrich our understanding of MNE regional strategy and structure.
       Indeed, in a field as complex and multidimensional as international strategic
       management, interdisciplinary reflection can add much value by facilitating the
       cross-pollination of ideas, broadening the scope of available methodologies, and
       increasing the pool of knowledge and experience on an important subject matter. This
       is precisely why internalization theory has been so influential as a general theory of the
       MNE. Internalization theory implicitly but powerfully blends key ingredients from
       paradigms used in strategic management, such as TCE, RBV and the dynamic
       capabilities approach, and is tied to broader concepts from disciplines beyond strategic
       management, such as psychology, cultural anthropology, geography, history, political
       science and sociology. Even mainstream TCE, upon which the economic argument of
       internalization theory is based, is not a “pure-play” economic theory, but rather a
       comprehensive blend of economics, law and organization science (Williamson, 1996).
           Wolf et al. (2012) appropriately recognize the need for a broad social focus when
       explaining regionalization and offer much needed support for this phenomenon.
       However, we need to evaluate the substantive value added beyond the extant
       internalization theory explanation. They offer a list of hypotheses, but the question arises
       whether these hypotheses really constitute theory (Sutton and Staw, 1996) – especially
       when considering that some hypotheses contradict each other (e.g. H4a and H5), or offer
       essentially the same prediction but from a different angle (e.g. H2 and H3a)
           Ultimately, the authors have formulated a set of somewhat disconnected
       propositions analyzing the regionalization phenomenon through seven separate
       conceptual lenses. It could be argued that enriching extant theory would require the
       various conceptual lenses adopted to be used in a complementary fashion.
       Internalization theory already achieves this goal: it relies on multiple “neighboring”
       concepts and in fact embeds, in its own logic, all of the theories described by Wolf et al.
       (2012), as reflected in the core concepts of bounded rationality, bounded reliability,
       compounded distance, FSAs, CSAs, LAs, recombination, complementary resources
and co-evolution (see Table I). Internalization theory’s broader and more nuanced view                   Rationale for
of the MNE likely explains contradictions that exist between the authors’ original                      MNE regional
hypotheses and the restated internalization theory hypotheses.
   A good theory, as famously stated by Weick (1979), has general applicability,                              strategy
simplicity and accuracy. Internalization theory, particularly its contemporary version,
does have such general applicability in that it covers a wide variety of aspects of MNE
functioning, simplicity in that it builds upon a limited number of foundational                                  149
principles (Rugman and Verbeke, 2008b), and accuracy in that it yields managerially
relevant predictions that have been supported by empirical evidence. Wolf et al.’s
(2012) set of hypotheses, though intellectually interesting, adds an unnecessary layer of
complexity because no attention was devoted to parsimony. In contrast, internalization
theory does provide a comprehensive and parsimonious explanation of the
regionalization phenomenon.


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       Further reading
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       About the authors
       Alain Verbeke is McCaig Chair in Management at Haskayne School of Business, University of
       Calgary, and is also associated with the Solvay Business School, University of Brussels
       (VUB), Belgium. Alain Verbeke is the corresponding author and can be contacted at:
       averbeke@ucalgary.ca
          Liena Kano is Research Associate at Haskayne School of Business, University of Calgary.




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An internalization theory rationale for mne regional strategy

  • 1. The current issue and full text archive of this journal is available at www.emeraldinsight.com/1525-383X.htm Rationale for An internalization theory MNE regional rationale for MNE regional strategy strategy 135 Alain Verbeke Haskayne School of Business, University of Calgary, Calgary, Canada and Solvay Business School, University of Brussels (VUB), Brussels, Belgium, and Liena Kano Department of Management and International Business, Haskayne School of Business, University of Calgary, Calgary, Canada Abstract Purpose – This paper seeks to demonstrate that internalization theory, as a “complete” theory of the firm, is particularly well equipped to analyze multinational enterprise (MNE) regional strategies, thanks to its joint transaction cost economics and resource-based foundations. Design/methodology/approach – This paper builds on recent work by Wolf, Egelhoff, and Dunemann to show that internalization theory’s predictions on MNE regional strategy are superior to those suggested by several other conceptual frameworks. For each of the 11 hypotheses formulated by Wolf and his co-authors, an alternative is proposed here that is consistent with internalization theory predictions. Findings – MNE regional strategy is an important empirical phenomenon. Internalization theory, as a powerful conceptual framework with general applicability, simplicity and accuracy, allows in-depth analysis of MNE regional strategies. Research limitations/implications – Internalization theory scholars need to find new ways of operationalizing MNE firm-specific advantages (FSAs), as well as MNE resource recombination trajectories, to predict accurately when and how MNEs will pursue regional versus global strategies. Practical implications – MNE senior management should rethink international expansion strategies and realize that most large MNEs actually pursue regional, not global strategies. Social implications – Even the world’s largest MNEs have great difficulty engaging in novel resource recombination across the globe, and their alleged market power should therefore not be overestimated. Originality/value – International business scholars should embrace internalization theory as the general theory of the MNE, rather than looking for insight from theories not intended – nor properly equipped – to study strategies of the world’s most complex entrepreneurial organizations. Keywords Multinational enterprise, Regional strategy, Global strategy, Internalization theory, Transaction costs, Resource based view, Firm specific advantages, Location advantages, Distance, Resource recombination, Multinational companies, Corporate strategy Paper type Conceptual paper Introduction Wolf et al. (2012), in a provocative piece published in The Multinational Business Review (MBR), have argued that the phenomenon of multinational enterprise (MNE) regionalization, defined as the concentration of foreign sales in the home region as Multinational Business Review Vol. 20 No. 2, 2012 opposed to a more balanced distribution across the globe, cannot be explained fully pp. 135-152 through transaction cost economics reasoning. In their view, a broader and more q Emerald Group Publishing Limited 1525-383X multi-faceted explanation is required of the regionalization phenomenon. The authors DOI 10.1108/15253831211238212
  • 2. MBR utilize seven complementary theories from economics, psychology and sociology to 20,2 develop a set of propositions explaining the MNEs’ home-region orientation. We agree with Wolf et al. (2012) that the study of MNE internationalization patterns, and regional strategy/structure choices in particular, requires more than a mere focus on conventional transaction cost economics parameters (Verbeke, 2003). However, Wolf ´ et al.’s (2012) perspective represents an incomplete expose on the regionalization 136 phenomenon as advanced by Rugman (2005) and Rugman and Verbeke (2004, 2005). First, Rugman and Verbeke’s theory of regionalization is not based on conventional, Williamsonian transaction cost economics (TCE) (Coase, 1937; Williamson, 1975, 1981a, b, 1996), but rather on the theory’s “international version”, called transaction cost internalization (TCI) or internalization theory, which was developed largely independently of the Williamsonian version. First formulated in the classic work of Buckley and Casson (1976), contemporary internalization theory goes beyond concentrating on transaction cost economizing to recognize a variety of strategic and managerial issues involved in internationalization, and to focus on managing the innovation process in its entirety. This broad focus, as compared to Williamsonian TCE and early internalization thinking, is achieved by infusing a “dynamic capabilities”-like perspective into TCE thinking, with an emphasis on generating, exploiting and rejuvenating firm-specific advantages (FSAs) and matching these with country-specific advantages (CSAs) of host countries. Contemporary internalization theory explains the choice of MNE boundaries, as well as the firm’s internal governance and its interactions with external environmental forces (Rugman et al., 2011; Verbeke, 2009). Second, Wolf et al.’s (2012) description of the TCE foundational assumptions is not entirely accurate. Contrary to the authors’ claim (see Table I in Wolf et al., 2012), TCE explicitly rejects the conventional notion of “homo economicus” in favor of the bounded rationality behavioral assumption (Simon, 1959; see Williamson, 1996). The concept of bounded rationality is central to internalization theory and to the explanation of the regionalization phenomenon, as bounded rationality of MNE managers is largely responsible for difficulties in transferring, deploying and recombining FSAs across regional borders. Further, also contrary to what the authors imply, TCE acknowledges the level of uncertainty as a principal characteristic of transactions (Williamson, 1996), as does internalization theory. Consequently, internalization theory does not view international expansion decisions as choices among well-specified, discrete alternatives even if much empirical work has been based on this assumption (Benito et al., 2009). Nor does internalization theory assume hyper-rational, MNE-centric decision processes (Hennart, 2009). As a general theory of the MNE, internalization theory is actually able to explain MNE behavior while encompassing the spatial, behavioral and social considerations explored by Wolf et al. (2012) through complementary theories (see Table I). In the following section, we explore how the authors’ propositions can be reinterpreted through an internalization theory lens, and, where necessary, restated. We conclude by discussing internalization theory’s capacity to explain the phenomenon of regionalization, and by assessing the value of Wolf et al.’s contribution to the current explanation. Alternative interpretation of regionalization propositions H1 (based on the theory of new regionalism) New regionalism refers to the politically induced process that started in the early 1990s, characterized by trade liberalization of regions through reduction of
  • 3. Rationale for Complementary social science theory Corresponding internalization theory concepts (core or co-opted (Wolf et al., 2012 concepts) MNE regional New regionalism Institutional, geographic, and economic distance (proxies for strategy additional costs of doing business abroad) Government-imposed market imperfections (trade barriers) New economic geography Location advantages – CSAs 137 Geographic distance Knowledge economy Markets for intermediate products (various types of knowledge) Complementary resources of external actors Location advantages (LAs) – CSAs Geographic distance Psychic distance Compounded distance Cultural distance Bounded rationality Bounded reliability LB versus NLB FSAs Escalating commitment Bounded rationality Bounded reliability Resource recombination trajectories Administrative archetype (reflected in higher order FSAs, namely routines) Population ecology Resource recombination trajectories Table I. Co-evolution of FSA-CSA bundles Complementary social Administrative archetype science theories Neo-institutional theory Co-evolution of FSA-CSA bundles embedded in transaction Complementary resources cost internalization (TCI) Institutional distance theory’s concepts intra-regional trade barriers (Hettne et al., 1999). The authors argue, following the logic of new regionalism, that MNEs are incentivized to concentrate the bulk of their business activities within the boundaries of a regional integration agreement. They propose the following (for purposes of consistency in the present paper, we will always use the words multinational enterprise – MNE, instead of multinational corporation – MNC): H1. A multinational enterprise’s (MNE’s) degree of home-region orientation will be positively related to the degree of economic liberalization which existed in its home region at the time foreign investment decisions were made. From the internalization theory perspective, macro-level liberalization policies by themselves will not determine the scope of the MNE’s geographic expansion; rather, this scope will be determined by the MNE’s ability to link its FSAs with CSAs of locations within or outside of its host region. Regional integration agreements may influence this ability: they promote intra-regional coherence and thereby reduce the MNE’s need to develop new location-bound FSAs or adapt existing FSAs to host-country CSAs if a host country is located within the home region (Rugman and Verbeke, 2005), thus indeed providing an incentive for intra-regional rather than
  • 4. MBR inter-regional investment. It should also be noted that most region-based liberalization 20,2 policies are reactions to a history of collaboration within the region and to geographic proximity and/or cultural/economic/institutional similarities among countries in the region; they can be interpreted as the removal of unnatural market imperfections (Rugman, 1981; Buckley et al., 2003) to further the ease of FSA adaptation, which was already partially enabled by comparatively low cultural, geographic, economic and/or 138 institutional distance (Ghemawat, 2001). An MNE home-regional focus is thus merely facilitated by region-based liberalization. In addition, this “incentive” for home-region firms will not necessarily act as a deterrent for outsider firms whose international expansion is motivated by strategic resource seeking, if these strategic resources cannot be obtained within their own home region. Consider, for example, an emerging economy MNE expanding into a developed economy (i.e. a host region), in order to access technological know-how (Guillen and Garcia-Canal, 2009), or a developed economy MNE entering an emerging economy (e.g. China – again, located in a host region) in search of cheap labor. The point here is that region-based liberalization policies may indeed affect the regional scope of MNE international activities, but will not determine such scope. The key determinant of the MNE’s geographic scope is the firm’s ability to recombine FSAs with CSAs in order to reach its strategic goals. H1 can therefore be restated as follows: H1. Internalization theory version. While region-based liberalization provides incentives for intra-regional FDI, each particular MNE’s international expansion pattern will be determined mainly by micro-level parameters, including the firm’s internationalization motives and the nature of its FSAs. Therefore, no fixed, generalized relationship can be proposed between a region’s level of economic liberalization and the home-region orientation of this region’s MNEs. Wolf et al.’s (2012) hypothesis is, in fact, disproved by Rugman and Verbeke’s (2004) empirical data. Among the three regions of the Triad (defined as Europe, North America and Asia-Pacific), Europe can be seen as the most integrated, as it is characterized by far-reaching administrative and political harmonization in addition to economic integration, whereas North America and Asia only benefit from the latter. Therefore, if Wolf et al.’s prediction were true, European MNEs would be underrepresented in the group of truly global and host-region oriented companies, and would account for the majority of home-region oriented firms. The empirical data, however, show that the opposite is true: European MNEs account for the lowest percentage of home-region firms and the highest percentage of host-region ones, while the nine truly global MNEs are evenly distributed among the three regions of the Triad (Rugman, 2005). A relevant point in this context is that internalization theory does implicitly consider the phenomenon of new regionalism, but it does so in the context of MNE strategic positioning and its ability to link its FSAs with host country CSAs. Thus, internalization theory provides a deeper, more firm-centric, and therefore more strategically and managerially relevant perspective than the theory of new regionalism, while the latter considered in isolation yields an incorrect prediction that contradicts the empirical evidence.
  • 5. H2 (based on the theory of new economic geography) Rationale for The theory of new economic geography stems from Marshall’s (1922) work on the MNE regional physical concentration of business firms, and attempts to explain the occurrence of economic agglomeration. According to the new economic geography, two opposing strategy forces cause the spatial agglomeration of business. First is the force of agglomeration, fed by market size effects, condensed labor market effects, and effects stemming from increasing returns in production. Second is the force of dispersion, driven by the 139 immobility of resources and the costs of increased economic activity in a particular location (Krugman, 1998). The authors adapt the theory of new economic geography, particularly the agglomeration side of the argument, to the Triad region level, and suggest the following: H2. MNEs from regions with a greater level of relevant agglomeration will tend to be more home-region oriented than MNEs from regions with a lower level of relevant agglomeration. We agree with the authors’ view that a Triad region is too broad a geographic context within which to consider agglomeration, and that relevant clusters need to be investigated within each Triad region. Industrial clusters, such as Silicon Valley or Boston’s Route 128, would provide a better unit of analysis. From an internalization theory viewpoint, such industrial clusters offer incumbent MNEs a variety of CSAs, or, in this case, location- rather than country-specific advantages, such as easy access to a highly skilled professional labor pool and state-of-the-art technical knowledge due to a superior educational infrastructure (e.g. proximity to leading technical universities and business schools), easy access to venture capital, and access to knowledge held by industry leaders. If these location advantages (LAs) are relevant to MNEs from the home region and these MNEs have comparatively easy access to them, a home-region orientation may result. Potential availability of complementary resources of external actors (e.g. existing supplier networks; partnership opportunities) may also encourage expansion inside a cluster. However, whether or not the expansion in fact occurs (and is successful) will be determined not by the MNE’s location near a particular innovation cluster, but by its ability to gain access to the region’s LAs that may be held by local actors (Hennart, 2009), and then to establish a match between its own FSAs and the region’s LAs. The dispersion side of the argument also needs to be considered: for example, firms that possess FSAs superior to those of competitors and are vulnerable to appropriation by competitors or third parties may shy away from locating in agglomeration clusters in order to avoid proprietary knowledge dissipation. Further, there is an industry effect on the level of clustering: e.g. firms in industries where knowledge is highly idiosyncratic (e.g. financial and professional service firms) may not have a great need to learn from competitors (Nachum and Wymbs, 2007). It should also be noted that relevant LAs are likely to attract investment not only from home region MNEs, but also from MNEs outside of the region – consider, for example, inward FDI in Silicon Valley by Japanese MNEs (Teece, 1992). The above leads to the following prediction: H2. Internalization theory version. Strong agglomeration in a region will not by itself attract investment from MNEs, whether from within or outside the region. Whether or not a home-region MNE chooses the region’s agglomeration cluster as an expansion target depends on the potential synergies of melding the MNE’s FSAs with the LAs of the region.
  • 6. MBR Extant empirical literature supports this internalization-theory-based proposition. 20,2 Nachum and Wymbs’s (2007) study on the location choices of financial and professional services firms shows that LAs, including relevant agglomeration, do not determine MNE location choices – rather, location choices are influenced by the interaction between LAs and the MNE’s FSAs. 140 H3a and 3b (based on the theory of the knowledge economy) The theory of the knowledge economy argues that contemporary firms rely on intellectual capabilities to a greater extent than on physical inputs and natural resources (Powell and Snellman, 2004), and therefore sourcing, processing and exploiting knowledge are critical tasks for these firms (Dunning, 2000). The label “knowledge economy” covers a wide variety of research streams (Powell and Snellman, 2004). It includes literature on knowledge networks, which argues that knowledge is rarely possessed by a single firm and resides within networks of firms and institutions in a particular environment (Dicken, 1999), and literature on knowledge spillovers, which studies the effects of inter-firm, intra-industry knowledge spillovers on R&D and innovation (Cohen and Levinthal, 1989). Wolf et al. (2012) combine knowledge networks and knowledge spillover arguments to hypothesize a strong linkage between low geographic distance and various types of effective knowledge transfer: H3a. The more knowledge intensive an MNE is, the more it will pursue a home-region orientation. Even if only strategic asset seeking expansion is pursued, the above proposition may hold solely in cases whereby the home region of the knowledge-intensive MNE considered has relevant knowledge clusters, so that valuable knowledge recombination can occur inside the region. If not, the MNE may undertake an expansion into host regions where desired knowledge is located, as illustrated by Japanese FDI in Silicon Valley, as discussed in the previous section. From an internalization theory perspective, this expansion serves the purpose of accessing relevant LAs, either within or outside the home region. In addition, in case of market seeking expansion, a higher knowledge intensity could foster more globalization rather than regionalization, depending on the non-location boundedness of the knowledge at hand. In any case, access to proximate knowledge clusters does not guarantee innovative performance. The development of new economic theories, such as the new economic geography and the theory of the knowledge economy, has led to a tendency to overemphasize the importance of the region at the expense of the firm-level factors (Dicken and Malmberg, 2001; Maskell, 2001). Empirical evidence in the strategic management literature suggests that FSAs remain ultimately more important for an MNE’s ability to produce innovations than the regional environment (Beugelsdijk, 2007). Related to this point, different firms will benefit from LAs offered by knowledge clusters to a different extent. Firms possessing the most advanced technologies may have incentives to locate away from clusters in order to protect their core capabilities from dissemination to weaker competitors (Nachum and Wymbs, 2007). Microsoft’s location in Seattle rather in Silicon Valley is a case in point. Taking the above elements into account, we can restate H3a as follows: H3a. Internalization theory version. Higher knowledge intensity of an MNE will not result in a stronger home-region orientation.
  • 7. Wolf et al. (2012) further suggest that different activities within the MNE are associated Rationale for with different requirements for knowledge transfer, with the knowledge generated in MNE regional the upstream parts of the value chain (such as R&D) being more valuable than knowledge generated in the downstream parts (such as sales and marketing). strategy Combined with the previous reasoning on intra-regional knowledge transfer, this led to the following proposition (where upstream value chain activities are considered more knowledge-interdependent than downstream value chain activities): 141 H3b. The more knowledge-interdependent [i.e. upstream] activities of an MNE will pursue more of a home-region orientation than the less knowledge-interdependent [downstream] activities. Internalization theory suggests that the extent of home-region orientation can be different for different value chain activities, namely downstream vs. upstream activities, but offers a reverse prediction: globalization, when it does occur, happens predominantly in the upstream end of the value chain, with the downstream activities maintaining a stronger home region focus. This proposition is empirically supported by the data in Rugman and Verbeke’s (2004) flagship study, which shows that many large MNEs do have a strong geographic dispersion of their R&D, sourcing and production, but are not capable of achieving a global distribution of sales. The reason is that FSAs required in upstream activities to achieve global sourcing of R&D outputs, raw materials, intermediate inputs, labor and capital, and production are very different from the FSAs required in downstream activities to achieve global distribution of sales. Adaptation of downstream activities requires a higher level of local responsiveness, as the knowledge bundles that have to be accessed and deployed at the downstream end in a host region are likely quite different from the knowledge combinations effective in the home region (which does not necessarily hold for more upstream activities). Upstream activities, on the other hand, provide the greatest potential for scale economies, whereby a concentration of these activities often can be achieved in home regions (Verbeke, 2009). Further, MNEs differ in their ability to adapt upstream and downstream activities separately, i.e. in their decoupling flexibility (Rugman and Verbeke, 2008a). Strong decoupling flexibility means that upstream and downstream activities can be easily adapted separately; most brand-named goods fall into this category. Weak decoupling flexibility means that upstream and downstream activities have to be performed simultaneously/cannot be separated, as is the case in many professional knowledge-intensive services, such as engineering services or management consulting. This distinction is partially responsible for a comparatively higher home-region orientation of knowledge-based services vs. manufacturing MNEs, as demonstrated in Rugman and Verbeke’s (2008a) empirical study, which shows that services MNEs’ decoupling flexibility is usually considerably weaker than that of manufacturing MNEs. Building upon the above, H3b can be restated as follows: H3b. Internalization theory version. Assuming strong decoupling flexibility, i.e. being able to separate upstream and downstream adaptation, MNE downstream value chain activities will tend toward home-region orientation more than upstream activities. Perhaps part of the problem with Wolf et al.’s (2012) proposition is that they view upstream activities as more knowledge-interdependent than downstream activities. In
  • 8. MBR reality, downstream activities require an expert recombination of complex bundles of 20,2 knowledge related, inter alia, to foreign cultures, customer preferences and institutions. Propositions 4a, 4b and 4c (based on psychic distance theory) Psychic distance, when applied in the international business context, reflects MNE managers’ perceptions of differences in business-relevant characteristics between 142 home and host countries (Brewer, 2007). Psychic distance is influenced by a variety of cultural, political, economic, as well as personal factors (e.g. language, religion, education, etc.). As psychic distance is believed to vary systematically with the geographic distance between countries, the authors propose the following: H4a. The greater managers’ perception of the psychic distance between the home region and other regions, the more the respective MNE will be home-region oriented. Observing that Asian countries are likely more psychically distant from European and North American countries than the latter are from each other, they further predict that: H4b. When other factors are controlled for, Asian MNEs will tend to be more home-region oriented than European and North American MNEs. The concept of psychic distance is somewhat similar to the four distance dimensions between the home and host country – cultural, administrative (or institutional), geographic (or spatial) and economic (Ghemawat, 2001) – that is central to internalization theory. From the internalization theory perspective, distance is a critical concept that affects the transferability, deployability, recombination and exploitation of FSAs across borders. If any dimension of distance increases, so do the costs of doing business abroad, as well as the challenges of effectively deploying FSAs in a host environment. Distance creates new bounded rationality challenges for managers who must understand drastically different subsidiary environments, as well as bounded reliability problems (Verbeke and Greidanus, 2009) to the extent that it becomes difficult for the head office to achieve proper monitoring and goal alignment with the subsidiary. To add to the complexity of the notion of distance, the various distance dimensions are not independent of each other, but rather intertwined and interdependent. For example, regional economic integration fosters institutional coordination, which in turn may contribute to decreasing cultural distance through improved mobility of labor and managerial best practices. It is then the compounded distance, defined as the need to manage various distance dimensions simultaneously, that has the most substantial effect on the firm’s ability to deploy successfully and efficiently its FSAs abroad (Rugman et al., 2011). The concept of compounded distance is essentially equivalent to psychic distance. The assumption that greater compounded distance between regions might lead to a greater home-region orientation may seem plausible at first sight. However, a general statement about a positive relationship between inter-regional distance and MNE home-region orientation would appear somewhat simplistic. First, macro-level distance may be different in different parts of the value chains, e.g. upstream vs. downstream, as discussed in the previous section. Consider North American Levi Strauss: its sales are strongly home-region oriented, yet the entire bundle of upstream activities is
  • 9. located in Asia and Latin America (Rugman et al., 2011). Second, the foreign entry Rationale for motive may also moderate the influence of distance on the MNE’s decision to make an MNE regional investment abroad. A strategic resource seeking MNE may find a high-distance market particularly instrumental to learning opportunities potentially unavailable in strategy low-distance locations (Verbeke, 2009). Similarly, a natural resource seeking MNE may expand into a distant country/region due to unavailability of sought resources in the home region, or in more proximate regions, as shown in Benito and Gripsrud’s 143 (1992) analysis of FDI by Norwegian MNEs. The internalization perspective suggests, again, that the level of the MNE’s geographic scope will be determined by the extent to which the MNE is able to deploy and recombine its FSAs to cope with compounded distance between the home and host countries while reaching its strategic goals. Similarly, the influence of the home region itself on the propensity toward a home-region orientation, as hypothesized in H4b, is a macro-level observation that ignores firm-specificity (Verbeke, 2009). In reality, firm-level distance could be smaller than macro-level distance due to, for example, senior management’s extensive business experience in the host region or a presence of relevant business and/or government connections. Rugman and Verbeke’s (2004) empirical results confirm the above reasoning. Contrary to Wolf et al.’s prediction, Asian MNEs do not tend to be the most home-region oriented – while they are more home-region oriented than their European counterparts, they are significantly less home-region oriented than North American companies (Rugman, 2005). Granted that “all other factors” were not necessarily controlled for, but this nevertheless points at limitations of macro-level distance analysis. We therefore propose the following: H4a,b. Internalization theory version. There is no generalized relationship between compound inter-regional distance and the degree of MNE’s home-region orientation. Decisions on expansion into a high-distance host region are moderated by: † the MNE’s foreign entry motives; † the specific activities in the value chain for which expansion is considered; † the micro-level distance between the firm and the host region; and † the MNE’s command of requisite recombination capabilities necessary to overcome distance. Exploring psychic distance theory further, the authors combine it with the Uppsala model, which focuses on the internationalization process. The Uppsala model proposes that international expansion is a function of the MNE’s past international experience and knowledge base (Johanson and Wiedersheim-Paul, 1975; Johanson and Vahlne, 1977, 1990; Luostarinen, 1979), and postulates that firms undertake international expansion in an incremental and path-dependent manner. The following proposition results: H4c. The greater the international experience of an MNE, the more global will be its orientation and the less it will exhibit a home-region orientation. Here, the logical flow from theoretical assumptions to the proposition is not entirely clear. First, host region expansion targets are not necessarily distant on all dimensions (e.g. Spain and Mexico are located in different regions of the Triad but share a common
  • 10. MBR language and cultural heritage). Second, it is not clear how international experience is 20,2 defined (e.g. the number of countries where the MNE has a presence, the extant diversity of subsidiaries, the number of employees in different countries, etc.). The level of international experience alone would not necessarily lead to a greater ease in entering a distant region, as the MNE ultimately needs to address incremental, or added, distance (Hutzschenreuter et al., 2011). Even a higher level of diversification of 144 the MNE’s current locations does not necessarily imply a greater incentive for – and ease of further expansion into – distant countries, as the ease of further expansion (meaning, really, ease of FSA adaptation and recombination) depends on a particular expansion target, as well as the presence of recombination capabilities and relevant experience within the MNE’s current international portfolio. Further, empirical evidence suggests that extant cultural diversity of the MNE’s subsidiary network will actually reduce the rate of subsequent internationalization, because heterogeneity among subsidiaries increases complexity and ties up managerial resources that could otherwise be dedicated to further international expansion (Hutzschenreuter et al., 2011). With the above considerations in mind, we suggest the following: H4c. For internalization theory. There is no generalized relationship between the MNE’s level of international experience and its home-region orientation. H5 (based on escalating-commitment theory) Escalating-commitment theory draws on behavioral aspects of managerial decision-making to describe situations whereby managers hold on to – and continue to reinvest in – certain actions (i.e. “escalate” their commitment to these actions) even if these actions have failed to achieve strategic goals in the past and are unlikely to do so in the future (Brockner, 1992). The authors blend escalating-commitment theory with two IB concepts: administrative heritage and the multinationality-performance relationship. Administrative heritage describes the firms’ key routines and tacit knowledge that often develop at the time of inception and are influenced by the vision of the founder and the firm’s set of external circumstances. The literature distinguishes among four archetypes of administrative heritage: centralized exporter, international projector, international coordinator and multi-centered MNE (Verbeke, 2009). The literature on the multinationality-performance relationship suggests that a systematic, fixed relationship exists between the MNE’s degree of multinationality and its performance. In this context, Wolf et al. (2012) cite evidence that home-region oriented MNEs typically perform worse than global, bi-regional or host-region oriented MNEs. The blending of the implications of the above research streams results in the following: H5. MNEs’ development from a home-region orientation towards a global orientation is a slow (longsome) process. The effect of the amount of a MNE’s international experience on its home-region orientation is low. It should be noted that this directly contradicts H4c. Internalization theory rejects the notion that a fixed, systematic relationship should exist between the MNE’s geographic scope and its performance (Hennart, 2007; Verbeke and Brugman, 2009; Verbeke et al., 2009) and consequently between its degree of regionalization and performance, as domestic and international success will be determined by the firm’s ability to develop, transfer, deploy and exploit its FSAs rather than by its geographic scope per se. As such, contrary to Wolf et al.’s reasoning,
  • 11. performance factors are unlikely to drive the MNE’s commitment towards a specific Rationale for geographic scope, whether this entails maintaining home-region orientation or moving MNE regional toward globalization. This notwithstanding, internalization theory adopts a Penrosean (Penrose, 1959) strategy view of MNE international expansion being a path-dependent process, with the path-dependency being driven by the availability of resources and the need for new FSA development and current FSA adaptation possibilities. Further, an MNE’s extant 145 international experience does not necessarily influence its home-region orientation, as discussed in the previous section. Internalization theory thus yields the following prediction, very similar to Wolf et al.’s (2012), but following a different logic: H5. Internalization theory version. MNE’s development from a home-region orientation towards a global orientation depends upon its resource recombination trajectory. There is no systematic effect of the level of an MNE’s international experience on its home-region orientation. H6 (based on population ecology) Developed in Hannan and Freeman’s (1977) classic article, population ecology theory emphasizes the influence of selection pressures from the external environment on a firm’s survival. The argument is that profit maximizers are selected, while the ability itself to maximize profits depends on the organization’s ability to adapt to the environment. This explains persistence of organizational forms over time. Wolf et al. develop a population ecology argument for regionalization, proposing the following: H6. If, in the population of MNEs, the degree of home-region orientation decreases over time, this will rather be the consequence of a selection process than an assimilation process. Internalization scholars agree that regionalization is an open-ended phenomenon over time, in the sense that there is nothing deterministic about the international expansion trajectory followed by individual MNEs (Rugman and Verbeke, 2004). The reality of a multinational firm, however, is such that globalization by selection appears to be a simplification, since a combination of environmental factors and firm-specific factors influence firm-level action. In fact, globalization may never occur, as regionalization may be chosen as the preferred strategic alternative, based on cost-benefit calculus (Rugman and Verbeke, 2004). Alternatively, globalization may occur suddenly as a result of a strategic acquisition. Internalization theory focuses on the interaction between firm-level strategies and the environment, whereas population ecology emphasizes selection pressures by the external environment, thereby neglecting firm-specific factors. When globalization does occur, it will likely be driven by a combination of changes occurring at the level of the population of relevant firms, and adaptation at the firm level. Koza and Lewin (1998) argue that new organizational forms resulting from MNE internationalization are an outcome of the co-evolution of the competitive and institutional environments, and firm intentionality. Rugman and Verbeke (2004) apply this thinking to the regionalization phenomenon and argue that MNE regional strategies are embedded in – and co-evolve with – the broader competitive, organizational and institutional contexts at the regional level. This suggests the following proposition:
  • 12. MBR H6. Internalization theory version. An MNE’s development from a home-region 20,2 orientation towards a global orientation results from firm-level strategy and environmental factors; therefore, globalization may never occur, may occur slowly or may occur suddenly. When globalization does occur, it is driven by a combination of selection and adaptation processes. 146 H7a and 7b (based on neo-institutional theory) Institutional theory’s basic tenet is that a firm’s behavior is largely driven by isomorphic pressures from the social and institutional environment, in which the firm is embedded (DiMaggio and Powell, 1983; Haveman, 1993; Meyer and Rowan, 1997; Tolbert and Zucker, 1983). While institutional theory pays little attention to firm-specific drivers of behavior, neo-institutional theory ascribes a more active role to the firm as an active carrier of change and innovation (Dacin et al., 2002; Leblebici et al., 1991; Sherer and Lee, 2002). Applying neo-institutional theory to the regionalization phenomenon, Wolf et al. argue that different industries are subject to different institutional pressures, which leads to the following prediction: H7a. MNEs from different industries vary in terms of their degree of home-region orientation. The authors further suggest that competitors and suppliers are highly relevant to the MNE’s legitimization process, and therefore: H7b. If the competitors and suppliers of an MNE are home-region oriented, this firm will also have a relatively strong tendency towards the home region. Internalization theory, with its focus on blending firm-specific and environment-specific factors, supports institutional theory’s key assumption of firms’ social and institutional embeddedness. As argued in the previous section, MNE strategic choices, including regional strategy, are believed to evolve interdependently with changes in prevailing industry practices, legitimate organizational forms, government regulations, etc. (Rugman and Verbeke, 2004), and therefore MNEs from different industries may indeed vary in their regional strategies. Further, MNEs from different industries differ in their inter-regional expansion potential, which depends largely on their ability to de-couple upstream and downstream activities (as discussed under H3b), and on the extent of their supply-side autonomy of location choices (Rugman and Verbeke, 2008a). As such, internalization theory supports H7a: H7a. Internalization theory version. MNEs from different industries vary in terms of their degree of home-region orientation. Much empirical support can be found for this proposition in extant literature. Rugman’s (2005) classic text on regionalization offers a break-down of regionalization levels by industry; studies conducted by Oh and Rugman (2006) and Rugman and Girod (2003) explore regionalization in specific industry contexts, and Rugman and Verbeke (2008a) present empirical evidence of different levels of regionalization in service industries versus manufacturing. MNEs are likely to strive to maintain proximity to relevant supplier networks. However, suppliers’ locations will not necessarily dictate MNE location choices. Whether or not an MNE will be compelled to follow a supplier’s geographic strategy
  • 13. depends on the transactional features of the buyer-supplier relationship. A large MNE Rationale for with strong FSAs and significant purchasing power (Porter, 1980) may in fact be MNE regional followed by a supplier, rather than being a follower itself. In terms of competitors, MNEs may indeed attempt to gain access to relevant knowledge spillovers and strategy therefore locate close to competitors; however, they may also choose to put some distance between themselves and competitors in order to avoid dissipation of their own competitively relevant knowledge. This, again, is particularly true for large MNEs with 147 strong FSAs that are vulnerable to appropriation by other firms due to their public goods’ nature (Grøgaard and Verbeke, 2012). Whether or not the MNE follows its competitors geographically depends on the extent to which the firm’s technological knowledge is critical to its existence, and more generally on the nature of the firm’s FSAs as discussed under H2. Location choices depend on the interaction of LAs (in this case, availability of supplier networks and proximity of relevant competitive knowledge) with the firm’s FSAs. Wolf et al.’s H7b thus appears at odds with internalization theory: H7b. Internalization theory version. There is no systematic relationship between the MNE’s home-region orientation and that of its suppliers and competitors. As discussed under H2, current empirical evidence supports this proposition. Existing empirical support and potential empirical tests As noted above, some of our new propositions formulated from the internalization theory perspective have already been empirically tested in extant research. For example, Rugman’s (2005) book contains an analysis of intra-regional sales by region that supports the lack of a relationship between the region’s level of economic liberalization and the degree of home-region orientation of firms headquartered in this region, as hypothesized in H1. The same data support the lack of a higher degree of home-region orientation of Asian MNEs suggested by H4b. A study by Nachum and Wymbs (2007) demonstrates that MNE location choices are not determined solely by LAs, including the presence of relevant agglomeration, but rather by an interaction of those LAs with the firm’s FSAs; their results provide support for our H2 and H7b. H3b is supported by Rugman and Verbeke’s (2004) data showing asymmetry between upstream and downstream regionalization. Studies conducted by Oh and Rugman (2006), Rugman (2005), Rugman and Girod (2003) and Rugman and Verbeke (2008a) present empirical evidence of different levels of regionalization in different industries hypothesized in H7a. H3a can be tested using Rugman and Verbeke’s (2004) data by assigning various levels of knowledge intensity to companies based on three sources of economic knowledge – industry R&D, skilled labor, and the size of the pool of basic science for a specific industry (Audretsch and Feldman, 1996), and by regressing home-region orientation on knowledge intensity. Similarly, H4c and H5 on the lack of a systematic relationship between MNE international experience and its home-region orientation could be statistically tested using data from Rugman and Verbeke’s (2004) study, with the level of international experience operationalized as the number of countries where the MNE has a presence (a more sophisticated test would involve a measure of the MNE’s extant diversity; extant diversity could be operationalized as the sum of the cultural distances between the countries of every pair of subsidiaries, consistent with Hutzschenreuter et al., 2011).
  • 14. MBR We should, however, not lose sight of methodological limitations of statistical tests, 20,2 and should keep in mind Yair Aharoni’s (1993) warning against relying solely on databases and industry averages in explaining MNE performance and behavior. According to Aharoni (1993), statistical tests do not capture the MNE’s uniqueness, which could reside, for example, in the MNE’s absorptive capacity to digest different cultures and to employ productively managers of many nationalities, or in its 148 managerial experience and entrepreneurial qualities. These higher-order FSAs are often at the heart of achieving superior performance, yet are not easily measured in quantitative terms. In our case, this is particularly true for H4, H5 and H6, which deal with such complex and multidimensional constructs as foreign entry motivation, micro-level distance, recombination capabilities, path dependence, experience and FSA adaptation. These constructs are difficult to operationalize accurately, without losing valuable rich data that are unique to each particular MNE. Here, in-depth case analyses would likely be more helpful than quantitative methods in uncovering the linkages among the MNE international expansion targets, its FSAs and its regionalization strategies. Conclusion Wolf et al. (2012) have usefully suggested that a multifaceted, interdisciplinary approach can enrich our understanding of MNE regional strategy and structure. Indeed, in a field as complex and multidimensional as international strategic management, interdisciplinary reflection can add much value by facilitating the cross-pollination of ideas, broadening the scope of available methodologies, and increasing the pool of knowledge and experience on an important subject matter. This is precisely why internalization theory has been so influential as a general theory of the MNE. Internalization theory implicitly but powerfully blends key ingredients from paradigms used in strategic management, such as TCE, RBV and the dynamic capabilities approach, and is tied to broader concepts from disciplines beyond strategic management, such as psychology, cultural anthropology, geography, history, political science and sociology. Even mainstream TCE, upon which the economic argument of internalization theory is based, is not a “pure-play” economic theory, but rather a comprehensive blend of economics, law and organization science (Williamson, 1996). Wolf et al. (2012) appropriately recognize the need for a broad social focus when explaining regionalization and offer much needed support for this phenomenon. However, we need to evaluate the substantive value added beyond the extant internalization theory explanation. They offer a list of hypotheses, but the question arises whether these hypotheses really constitute theory (Sutton and Staw, 1996) – especially when considering that some hypotheses contradict each other (e.g. H4a and H5), or offer essentially the same prediction but from a different angle (e.g. H2 and H3a) Ultimately, the authors have formulated a set of somewhat disconnected propositions analyzing the regionalization phenomenon through seven separate conceptual lenses. It could be argued that enriching extant theory would require the various conceptual lenses adopted to be used in a complementary fashion. Internalization theory already achieves this goal: it relies on multiple “neighboring” concepts and in fact embeds, in its own logic, all of the theories described by Wolf et al. (2012), as reflected in the core concepts of bounded rationality, bounded reliability, compounded distance, FSAs, CSAs, LAs, recombination, complementary resources
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