Working Paper 98-6
A LONGITUDINAL STUDY OF
LEARNING AND PERFORMANCE IN
TRANSITIONAL ECONOMY INTERNATIONAL JOINT VENTURES
Marjorie A. Lyles
Professor of Strategic Management
Indiana University Kelley School of Business
801 West Michigan Street
Indianapolis, IN 46202
voice: 317-274-2558
fax: 317-274-3312
e-mail: mlyles@iupui.edu
Jane E. Salk
Associate Professor of Management
Groupe ESSEC
Dept. of Strategy and Management
BP105
95021Cergy-Pontoise Cede, France
voice: 33-1-34-43-31-89
fax: 33-1-34-43-30-01
e-mail:101320.2661@compuserve.com
Peter J. Lane
Assistant Professor of Management
Indiana University Kelley School of Business
801 West Michigan Street
Indianapolis, IN 46202
voice: 317-274-2781
fax: 317-274-3312
e-mail: plane@iupui.edu
August, 1997
For the Carnegie-Bosch Institute Working Paper Series. We would
like to thank the Carnegie Bosch Institute for funding this project
and the Indiana University School of Business Match Program for
their support. Revisions of this paper are under considerations
for publication.
A LONGITUDINAL STUDY OF LEARNING AND PERFORMANCE IN TRANSITIONAL
ECONOMY INTERNATIONAL JOINT VENTURES
ABSTRACT
This study assesses the impact of learning structures and processes,
trust, and relative absorptive capacity on Knowledge Acquired from
the Foreign Parents and on IJV performance. The sample consists
of Hungarian IJVs which were surveyed originally in 1993 and resurveyed
in 1996. On average the IJVs in our sample learned more and performed
better in 1996 than in 1993. Results indicate that Training
by the foreign parent and Relative Absorptive Capacity are significantly
associated with Knowledge Acquired from the Foreign Parent. IJV
performance is related to the IJV knowledge utilization through
its business strategy, training and development, and utilization
synergies. Our study shows that Knowledge from foreign parents mediates
the relationship between some learning processes and IJV performance
as well as between all three measures of relative absorptive capacity
and IJV performance.
International joint ventures (IJVs) play an important role in economies
undergoing the transition from monopolistic industries with state
allocated resources to market economies with competition for market
share and resources. IJVs have the potential to meet the needs of
not only the foreign and domestic firms which establish them, but
also the needs of the host country. Foreign firms view their local
partners as having resources that are useful and/or too costly to
replicate (Hennart, 1991), and, hence, as a means of establishing
a viable long-term presence (Yan & Gray, 1994; Parkhe, 1991).
Domestic firms view their foreign partners as sources of knowledge
regarding technology, decision-making processes, marketing, global
support, and managerial know-how (Lyles & Salk, 1996; Pearce
& Branyczki, 1996; Yan & Gray, 1994). National leaders similarly
view the foreign firms as reservoirs of technical know-how and managerial
knowledge (Child and Markoczy, 1993; Hisrich and Szirmai, 1993;
Lyles & Baird, 1994), in addition to sources of foreign direct
investment, all of which can accelerate their country's economic
development.
At the nexus of these complementary interests is the IJV itself
-- a separate company formed and jointly owned by the foreign and
domestic partners. Transferring knowledge between organizations
is always difficult (Suzlanski, 1996) and the disparity between
firms in established and emerging economies adds to the challenge.
Forming a separate IJV organization facilitates learning by providing
the expectation of a stable, long-term relationship which allows
trust and knowledge sharing to develop (Beamish & Banks, 1987).
The relationship between the partners and IJV is analogous to that
of parents and a child. It is in both parents' interests to create
structures and processes that enable the child to learn quickly
and effectively--especially from the foreign parent (Inkpen &
Beamish, 1997; Lyles and Salk, 1996; Nonaka, 1994). This ensures
the survival of the IJV, the first step toward achieving each party's
objectives. Note that IJVs are not typically parent-parent "learning
races" as described by Hamel (1991). Instead they are collaborations
which create competitive advantage by using the joint venture organization
to create, store, and apply knowledge (Grant & Baden-Fuller,
1995). Thus, a central concern of all parties is how to manage foreign
parent-IJV learning to enhance the capabilities and performance
of the joint venture.
Given the importance of learning from foreign parents to the ultimate
success of IJVs, surprisingly little is known about the structures
and processes needed to support it. In the lone study of this type
of learning, Lyles and Salk (1996) found articulated goals for the
IJV and the provision of training, technology, and managerial assistance
by foreign parents to be associated with acquiring knowledge from
the foreign parent. In keeping with the predictions from the literature,
the acquisition of knowledge from foreign parents was found to be
positively related to IJV performance. Inkpen (1997) identified
four learning facilitation processes -- technology sharing, IJV-
parent interactions, personnel movements, and flexible partner intents
-- that are similar to those established in the Lyles and Salk (1996)
study. However, the focus of the Inkpen study is learning by the
foreign parent (harvesting), and the relationship between learning
and IJV performance are not explored.
Lyles and Salk's (1996) study produced important insights, but
their study has limitations. Because their data were collected only
a few years after major economic reforms, the average age of IJVs
in their sample is less than 5 years; yet it is possible that the
performance impact of new knowledge from foreign parents may decrease
over time. This may occur because the IJV becomes more competent,
because its local managers become more confident in their own administrative
heritage, or both. Moreover, their data are cross-sectional in nature,
only allowing for assessment of associations among static characteristics.
There could be a lag between accumulation of knowledge from a foreign
parent and IJV performance improvements as well as cumulative effects
of prior learning and prior performance. Thus, a more complete understanding
of the foreign parent-IJV learning requires examining IJV learning
over time, and for older, as well as younger, IJVs.
Toward that end, we propose and test a two-stage model that distinguishes
between an IJV learning from its foreign parents and its use of
that knowledge to enhance firm performance. Three sets of predictors
of effective learning from foreign parents are contrasted: the IJV's
learning structures and processes previously identified by Lyles
and Salk (1996) and Inkpen (1997), the level of trust between the
parents, and the IJVs relative absorptive capacity for its foreign
parents. A number of researchers have recently theorized that trust
is a prerequisite for learning in IJVs (e.g., Florin, 1997; Inkpen
& Curall, 1997). However, this prediction has not been empirically
tested. Relative absorptive capacity is a construct developed in
the context of R&D capabilities and has not been previously
applied to IJVs (Cohen & Levinthal, 1990; Lane and Lubatkin,
forthcoming). It captures the important role of "student-teacher"
similarities in learning between organizations. Our thesis is that
while the structures and processes identified by prior IJV research
may facilitate the acquisition of knowledge from foreign parents,
they are of limited use absent trust and relative absorptive capacity.
The second stage of our model depicts IJV performance as a function
of the knowledge acquired from foreign parents, the IJV's business
strategy, and its ability to leverage that knowledge through training
and personnel development. Thus, our model proposes that knowledge
acquired from foreign parents mediates the relationship between
structures, processes, trust, relative absorptive capacity, and
IJV performance. We test our two-stage model using data from Hungarian
IJVs collected in 1993 and 1996.
LEARNING IN INTERNATIONAL JOINT VENTURES
IJV formation has been linked to a variety of strategic objectives.
These include risk reduction, economies of scale and scope, and
access to technology or markets (Beamish & Banks, 1987; Contractor
& Lorange, 1988; Hennart, 1988). More recently, researchers
have begun to explore the implications of another objective: organizational
learning (Hamel, 1991; Inkpen & Crossan, 1995; Inkpen, 1997;
Kogut, 1988; Lyles & Salk, 1996; Parkhe, 1991; Pucik, 1991).
IJVs can provide firms with access to knowledge embedded within
other organizations and facilitate the internalization and adaptation
of partner skills and capabilities. Huber (1991) refers to this
type of learning as "grafting," the process by which an organization
adds to its knowledge base by internalizing knowledge not previously
available to it.
While such learning is predicated on the two organizations possessing
different and complementary knowledge, skills, and capabilities,
those differences are a two-edged sword. Some knowledge differences
are needed to create the potential for learning, but the difficulty
in acquiring new knowledge increases with its degree of unfamiliarity
(Cohen & Levinthal, 1990).
Tiemessen, Lane, Crossan, & Inkpen (1997) suggest that there
are three types of learning in IJVs: knowledge transfer, transformation
and harvesting. Transfer is the movement of knowledge between parent
firms, either directly or through the IJV. Research on this type
of learning has primarily focused on the transfer of firm-specific
technologies (e.g., Davies, 1977; Hamel, 1991; Inkpen, 1997; Kogut
& Zander, 1993; Pucik, 1991) and other easily transported, interpreted,
and absorbed knowledge (Hamel, Doz, & Prahalad, 1989). Learning
through transfer requires incorporating what one's partner or parent
organization does, integrating it into one's own systems or changing
one's systems or resources to imitate it. Mechanisms for such learning
can include explicit goals and plans and training programs (Lyles
and Salk, 1996).
Transformation is the process whereby existing knowledge is extended
and new knowledge is created. In order to effectively leverage sources
of competitive advantage internationally, firms must often adapt
their technologies, systems, management practices, or all three
to the local environment (Casson, 1993). This is especially true
when entering new markets or facing significant cultural differences.
In such cases, collaborating with a local partner ensures correct
adaptation and allows the foreign parent's management to improve
its own capabilities. This process is at the core of the MNC, exchanging
firm-specific knowledge of production or marketing for market-specific
knowledge of the local economy, politics, and customs (Beamish,
1988). Such information exchanges require an IJV organization that
fosters flexibility and inventiveness.
Harvesting involves the retrieving of knowledge that has already
been created, tested, and found valuable within the IJV and internalizing
into the parent or IJV organization for use in other contexts. This
is a complex process that is fundamentally different from transfer
or transformation, requiring more managerial intervention to bring
about. For example, Lyles (1988) found that in order for parent
firms to harvest knowledge created by IJV activities, the parent's
top management must play an active role in overseeing the IJV and
communicating with the IJV's managers. Inkpen (1997) suggests that
technology sharing, interactions between parent and IJV personnel,
the movement of personnel between parent and IJV, and the strategic
integration of the IJV with the parent as key processes in knowledge
harvesting. When foreign partners succeed at harvesting knowledge
from their IJVs, this can shift the balance of power between a set
of parent firms and create instability in the IJV (Inkpen &
Beamish, 1997).
These three types of learning, though distinct in their objectives
and processes, are interdependent. Indeed, Tiemessen et al. (1997:
374) depict them as one system of iterative knowledge flows between
and among the parents and the IJV. We contend, however, that one
portion of this learning system, knowledge acquired from foreign
parents by the IJV, is more important to IJV success than the others.
Learning from foreign parents, especially in contexts such as transitional
economies, is the engine that drives the system -- the starting
point of the system of knowledge flows. Without learning from foreign
parents, the IJV organization might have difficulty in screening
its environment and allowing knowledge to flow across the IJV system.
Such flows are necessary for subsequent transformation and harvesting
of knowledge. Without learning from foreign parents, the survival
of the IJV might be jeopardized (Inkpen & Beamish, 1997; Lyles
& Salk, 1996). And as the IJV is the raison d'être
for the collaboration between the parents, the early failure of
the IJV would end their association and cut short efforts at parent-to-
parent knowledge transfers. Thus, understanding the structures and
processes which facilitate IJV learning from foreign parents is
central to understanding the entire IJV learning system.
FACILITATING IJV LEARNING FROM FOREIGN PARENTS
Prior research on facilitating IJV learning from foreign parents
has focused on the structures and processes needed. Lyles and Salk
(1997) found that an IJV's capacity to learn is associated with
the structure of its mode organization (its flexibility) and its
use of mechanisms like articulated goals and objectives to focus
both IJV and foreign-parent managers on the knowledge to be transferred.
They further asserted and found that active involvement by the foreign
parent--in terms of providing management training in the IJV and
having a division of labor that explicitly mandates transfers of
competencies and technology from the foreign parent--were significantly
associated with both knowledge acquisition and with their measures
of IJV performance. Conflicts identified as cultural in nature had
a negative impact on knowledge acquisition from the foreign parent,
but only significantly in the case of 50/50 equity arrangements.
Finally, the high knowledge-acquiring IJVs in their sample (upper
1/3) made significantly more use of foreign parent expatriates than
did low-knowledge acquiring IJVs.
Inkpen (1997) studied knowledge management by American parent organizations
in IJVs with Japanese partners and found a similar set of processes
and constructs to be important. A receptive learning environment
(Inkpen, 1997:357) bears similarity to the way Lyles and Salk (1997)
talk about organizational flexibility and adaptability. The importance
of having a learning intent and commitment to the IJV create levels
of interaction and targeting of knowledge to be transferred. Transfers
of personnel were also found to be important.
These insights into foreign parent-IJV learning provide a foundation
for understanding that phenomenon. However, it is unlikely that
merely adopting the structures and processes identified by these
studies will by itself bring about effective learning. Other factors
will likely matter, particularly those related to the relationships
between the IJV organization and its parents and between the parents
themselves. Prior research suggests that two aspects of those relationships
in particular, trust between the parents, and the IJV's capacity
to learning from specific parents, may play a particular important
role in facilitating parent-IJV learning. (See the left side of
Figure 1.)
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Insert Figure 1 here
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Trust and IJV Learning
Trust is a subjective experience that refers to confidence in the
reliability of a partner and the perception that another has fulfilled
its promised obligations and intends to continue to do so in the
future (Johnson et. al., 1996). It lies at the center of relationships
and determines how one party treats the other (Robinson, 1996).
Wathne, Roos & von Krogh (1996) contend
that trust develops over time as a consequence of dependability
and predictability and leads to openness (Makino & Delios, 1996;
Inkpen and Beamish, 1997).
Trust and its by-product, openness, can influence the knowledge
gained from the foreign parent in joint ventures (Beamish, 1988;
Harrigan, 1986). Several authors go so far as to argue that learning
in IJVs depends upon a high level of trust (Buckley & Casson,
1988; Inkpen and Currall, 1997; Lyles & Baird, 1994; Smith et.
al.., 1995). Trust influences learning between organizations because
without it, "the information exchanged through the parents directly
or indirectly through the JV may not be highly accurate, comprehensive
or timely" (Inkpen, 1997:359). Trust is particularly important in
established, long-term, relational collaborations where it functions
as a social control mechanism and risk reduction device (Florin,
1997). In that setting, trust can help to reduce the costs of transaction
costs (Kogut, 1988; Parkhe, 1993) and improve the efficiency of
resources and knowledge exchanges between organizations. Simply
put, the level of trust will influence the extent of knowledge exchanged
(Inkpen, 1997; Johnson et. al., 1996). We therefore hypothesize
that:
H1: There will be a positive association between the level
of trust between an IJV's parents and its learning from the foreign
parents.
Relative Absorptive Capacity
Most research on learning in IJVs and other collaborations alliances
has implicitly assumed that each organization has a certain ability
to learn from other organizations. Cohen and Levinthal (1990: 128)
term that general ability 'absorptive capacity,' a firm's ability
"to recognize the value of new, external knowledge, assimilate it,
and apply it to commercial ends." They suggest that absorptive capacity
is a by-product of prior innovation and problem solving, and is
itself dependent on the individual absorptive capacities of the
organization's members.
Implicit in Cohen & Levinthal's work is the assumption that
absorptive capacity is a general or absolute characteristic of an
organization. That is, an organization has one level of capability
to learn from any other organization and for any purpose. This absolute
view of absorptive capacity has influenced how subsequent researchers
has theorized about and measured absorptive capacity. For example,
studies of the U.S. banking industry (Pennings & Harianto, 1992a
& 1992b) and of the U.S. pharmaceutical industry (Nicholls-Nixon,
1993) adopt the absolute view of absorptive capacity in their theories
and measures. Within the IJV literature, Lyles and Salk (1997) indirectly
assessed the absolute absorptive capacity of IJV organizations using
measures of organizational flexibility and adaptability.
There is, however, evidence that an organization's capacity to
learn is not absolute but rather varies with the learning context.
Hamel (1991) observed that alliance partners vary in the "transparency"
of their organization and of their skills, and argues that this
transparency influences learning between partners. Similarly, Parkhe
(1991, 1993) found evidence that differences in partner nationality
and culture will negatively influence the success of an alliance,
particularly the ability to benefit from knowledge spillovers.
Research on individuals' cognitive structures and problem-solving
(e.g., Ellis, 1965; Estes, 1970; Bower & Hilgard, 1981) suggests
these broad types of firm differences, though important, are unlikely
to be the only determinants of absorptive capacity. An individual's
ability to learn is greatest when the new knowledge is related to
what the student already knows, and when the student and teacher
share similar cognitive structures. Given Cohen and Levinthal's
(1990) suggested link between individual and organizational absorptive
capacity, it therefore is likely that similar factors will influence
an IJV's ability to learn from its foreign parent.
One attempt to specify those factors is the theory of relative
absorptive capacity (Lane, 1997; Lane & Lubatkin, forthcoming).
It proposes that a "student firm's" ability to learn from a specific
"teacher firm" is dependent on (a) its familiarity with the new
knowledge offered by the teacher firm, (b) the compatibility of
the student and teacher firms' values and norms, and (c) the similarity
of the student and teacher firms' operational priorities or "dominant
logics" (Prahalad & Bettis, 1986; Bettis & Prahalad, 1995).
Thus, effective interorganizational learning is suggested to be
largely determined by a firm's relative capacity to absorb knowledge
from a specific source, not its absolute absorptive capacity as
suggested by Cohen and Levinthal (1990). Lane and Lubatkin found
support for this theory in a study of R&D capability transfers
between US pharmaceutical and biotechnology firms. Furthermore,
their measures of relative absorptive capacity were shown to have
greater explanatory power than the established measure of absolute
absorptive capacity (R&D spending).
To understand the importance of relative absorptive capacity to
the transfer of organizational expertise or capabilities, consider
the relationship between a computer operating system, a program,
and the type of computer in which they reside. A program represents
a proven method for accomplishing an important activity (handling
complex calculations, creating and revising text). An operating
system controls and coordinates the various pieces of hardware that
make up a computer and establishes rules for how programs interact
with the hardware, with the operating system, and with other programs.
The nature of those rules are will be heavily influenced by the
purpose of the computer: a home PC optimized for ease of use, a
desktop publishing workstation optimized to match screen and print
images, or a math intensive engineering workstation. In order to
move a proven method (a specific program or capability) from one
entity (a computer or organization) to another, the underlying infrastructures
(the operating systems or values and norms) must be sufficiently
similar. If not, the solution, though desirable, cannot be assimilated.
If the transferred program or capability was not developed within
an environment with similar priorities, it may have limited value
to the recipient, or even conflict with existing programs or capabilities,
and be discarded.
Applying the concept of relative absorptive capacity to IJVs suggests
H2: An IJV's absorptive capacity relative to its foreign
parent's will be positively associated with learning from those
parents.
What constitutes relevant prior knowledge, compatible norms, and similar
dominant logics will likely vary with the type of organization being
studied. Consequently, what they are must be taken into account when
making empirical predictions based on relative absorptive capacity.
Where Lane and Lubatkin (forthcoming) examined relative absorptive
capacity in the context of R&D capability transfers, they are
concerned with the transfer of managerial, marketing, and manufacturing
knowledge and skills. This is an important distinction. R&D capabilities
are built on generally known basic and applied science. Managerial,
marketing, and manufacturing knowledge and skills related, are developed
through experience and thus tend to be highly firm-specific. Furthermore,
in a transitional economy, the first step in acquiring business expertise
from partners based in established market economies is to become familiar
with the basic assumptions and priorities of market-based organizations.
All this suggests that the more an IJV has previously learned from
its foreign parents, the more effective will be its current learning
efforts.
H2a: There will be a positive association between an
IJV's prior learning from its foreign parents and its current
learning from those parents.
Because they were examining US firms in two closely allied industries
(pharmaceuticals and biotechnology), Lane and Lubatkin assessed the
similarity of norms and values in terms of specific organizational
polices and compensation practices. In contrast, the norms and values
of foreign parents can differ from their IJV's much more broadly.
Lorange & Roos (1993) suggest IJV success
is linked to a firm's ability to adapt cultural differences. Mowery,
Oxley, Silverman (1996) found that there are higher patterns of knowledge
transfer in alliances of cultural similarity than in alliances with
cross-national parents. Conversely, cultural conflicts and misunderstandings
can limit the sharing of information and learning (Fiol & Lyles,
1985; Lane & Beamish, 1990; Lyles and Salk, 1996; Parkhe, 1993;
Salk, 1992). Consequently, the parents' cultures need to be compatible
in order for the IJV's managers to understand the norms and values
implicit in the acquired know-how. Hence,
H2b: There will be a positive association between cultural
compatibility of an IJV's parents and learning from its foreign
parents.
The dominant logic of a firm is a function of the types of problems
that its managers regularly confront (Prahalad & Bettis, 1986;
Bettis & Prahalad, 1995). Lane and Lubatkin assessed the similarity
of the alliance partners' dominant logics based on the sets of research
problems they were investigating. For IJVs, the relatedness of a foreign
parent and IJV centers on their similarity of business objectives
and strategic resources. Only a few studies have directly addressed
the relationship of the relatedness of the IJV with the parent firms.
Lyles (1991) tested the effect of business relatedness of the parent
firm and the IJV to performance and risk reduction of the parent firm
and found no systematic relationships. Gray & Yan (1992)
suggest that there should be an overlap and similarity of expertise.
Mjoen and Tallman (1997) show that the higher the relatedness of the
IJV with the parent, the stronger the positive effect on control over
specific activities and the higher the perceived IJV performance.
Kogut (1989) found a positive relationship between relatedness and
IJV survival. Mowery, Oxley and Silverman (1996) provide empirical
support that convergent development increases interfirm transfer of
knowledge and technological capabilities. Furthermore, Inkpen suggests
that "if the IJV is involved in an unrelated business, it is unlikely
that the primary rationale for collaboration will be knowledge creation
(1997: 354). Using business relatedness as a proxy for shared dominant
logics suggests
H2c: There will be a positive association between the
degree to which an IJV's business is related to its foreign
parents and its learning from those parents.
In summary, the concept of relative absorptive capacity suggests that
certain commonalties are needed between the foreign parent and the
IJV organization in order for learning to take place.
Unless the IJV has some understanding of its foreign parent's operations
and practices, it will have difficulty understanding their expertise
and capabilities. Unless the IJV's culture is compatible with that
of the foreign parents and their relationship is relatively free
of cultural misunderstandings, it will have difficulty assimilating
their expertise or capabilities. Unless the IJV and the foreign
parents are in related businesses, the expertise and capabilities
offered may not fit the IJV's dominant logic and thus fail to be
fully integrated into the IJVs knowledge base. Thus, while trust
will encourage the sharing of valuable knowledge, and adopting certain
structures and processes will facilitate its transfer, an IJV's
ability to understand, assimilate, and utilize knowledge from its
foreign parent fundamentally rests on its relative absorptive capacity
for those parents. This suggests
H3: An IJV's relative absorptive capacity for its foreign
parents will be positively associated with learning from those
parents even after controlling for trust and the use of facilitating
structures and processes.
KNOWLEDGE ACQUIRED FROM FOREIGN PARENTS AND IJV PERFORMANCE
Prior research on JV learning and performance has primarily focused
on the importance of knowledge transfers to the parent's performance
(e.g., Kogut & Zander, 1992; Szulanski, 1996). Knowledge acquired
by the IJV organization from its foreign parents should influence
its performance as well. Porter (1986) notes that leveraging the
knowledge, capabilities, and skills of a foreign parent can enhance
the competitive advantage and performance of an IJV. Lyles and Salk
(1996) found evidence of this with regard to relatively young IJVs.
While it is possible that the performance impact of knowledge from
foreign parents may decrease over time as the IJV's meets its original
needs and begins to develop its own capabilities, the nature of
transitional economies makes continued learning valuable. In his
analysis of strategic management in sophisticated, high velocity
or "hypercompetitive" markets, D'Aveni (1994) argues that competitive
advantage fundamentally rests on the ability to continually learn,
adapt to environmental changes and shape the direction of market
changes. This, in turn, forces firms to learn from highly skilled
organizations to speed their development of their own knowledge
and capabilities. Organizations based in transitional economies
generally lack the resources and managerial sophistication D'Aveni
ascribes to hypercompetitive firms. However, transitional economies
are marked by the long periods of rapid and discontinuous change
that are the essence of a hypercompetitive environment. Thus, while
IJVs in transitional economies are rarely hypercompetitive themselves,
the environment they face places the same premium on learning from
highly skilled organizations that a hypercompetitive market does.
This leads us to propose
H4: The knowledge an IJV acquires from its foreign parents
will be positively associated with its performance.
The acquisition of new knowledge, even valuable new knowledge, does
not by itself influence an organization's performance. The strategic
context in which the knowledge is used as well as the IJV organization's
ability to internalize and adapt that knowledge to its own needs will
also influence firm performance. These relationships are illustrated
in the right half of Figure 1 and the logic of those relationships
developed in detail below.
IJV Business Strategy
The fundamental choices in business strategy available to firms
in established market economies can be categorized as cost leadership
or differentiation (Porter, 1980). These generic strategies, along
with most strategic choice theories, assume a market economy in
which the legal environment supports property rights as well as
the ability to reduce transaction costs (Peng & Heath, 1996).
In former communist countries, however, the institutional framework
creates a far different environment (Child & Markoczy, 1993).
The governments still control much of the access to resources and
to established distribution channels (Brouthers & Bamosy, 1997;
Peng & Heath, 1996), and political influence plays an important
role in governing their use.
This especially poses problems for new firms and small- and medium-sized
firms. They lack the bargaining power to gain enough resources and
access to distribution channels to compete on the basis of cost
with state-owned enterprises or large enterprises. They frequently
lack access to the financial institutions. However, some small-to-medium
sized firms in transitional economies possess other resources which
the large enterprises do not. When properly utilized, these resources
can produce a competitive advantage for a small-to-medium sized
firm despite the forces arrayed against it.
In the case of IJVs, they have both knowledge of the domestic market
and access to foreign expertise about marketing, service, and product
development. This knowledge can be used to avoid direct competition
with large and state-owned enterprises, develop distinct competitive
advantages, and help to further expand demand in the transitional
economy. IJVs that acquire knowledge from foreign parents related
to cost leadership will face far more obstacles to turning that
knowledge into competitive advantage. Thus, the more IJVs emphasize
differentiation, the greater their performance will tend to be.
H5: An emphasis on differentiation in an IJV's business
strategy will be positively associated with its performance.
IJV Training and Development Competence
While some of the knowledge an IJV acquires from its foreign parents
may be acted on by the individuals directly involved in the learning,
it is more likely that the knowledge will have to be adapted and
disseminated internally before it can be commercially utilized (Cohen
& Levinthal, 1990). Boyacigiller and Alder (1991) suggest that
because of differences in global environments, knowledge transferred
by foreign firms may not directly fit the local context. This may
in part account for the lag between the acquisition of knowledge
and its influence on decision-making (Fiol & Lyles, 1985). The
mechanisms needed to adapt and disseminate new knowledge varies
with the type of knowledge. For example, the R&D literature
documents the success of in-house conferences, symposia, and knowledge
brokers for disseminating scientific knowledge . In transitional
economies, the knowledge acquired from foreign parents tends to
relate to skills in management, marketing, and decision-making.
Such skills are best adapted and disseminated through the training
and development of an organization's staff. In addition, managerial
training can help managers in transitional economies overcome behavioral
patterns developed while operating in centrally owned economies
but inappropriate for market economies (Child & Markoczy, 1993).
Thus, an IJV's ability to train and develop its own personnel can
help its performance in two ways: (1) by adapting and disseminating
the new knowledge acquired from foreign parents, and (2) by helping
managers develop the new skills needed to compete in emerging markets.
Hence,
H6: An IJV's degree of competence in training and personnel
development will be positively associated with its performance.
Knowledge Utilization Synergies
We have proposed that knowledge acquired from foreign parents,
business strategy and training competence will each be positively
associated with an IJV's performance. Yet if the logic for each
of these relationships is correct, then there should also be a cumulative
effect. Firms that can effectively learn from their foreign parents
and also emphasize differentiation in their strategic decisions
should, ceteris paribus, have higher performance than firms
who excel at only one or the other. Similarly, firms that can effectively
learn from their foreign parents and also are competent in training
and personnel development should have higher performance than firms
that are less effective in those areas. This suggests that those
IJVs with all three characteristics (high learning from foreign
parents, differentiation, and competence in training and development)
should enjoy special knowledge utilization synergies which, in turn,
lead to even higher performance.
H7: IJVs that are effective at acquiring knowledge from
foreign parents, emphasize differentiation, and have a high degree
of competence in training and personnel development will have
higher performance than other IJVs.
The Mediating Role of Foreign Parent Knowledge Acquisition
Underlying the two-stage model depicted in Figure 1 is the belief
that the acquisition of knowledge from foreign parents has certain
prerequisites and that its commercial utilization has other prerequisites.
Both are important to the health and profitability of an IJV and
neither is sufficient by itself. However, research to date has tended
to emphasize the knowledge acquisition component of IJV learning
and understate the importance of knowledge utilization. This model
restores the balance between these two components of IJV learning
by proposing that the acquisition of knowledge from foreign parents
mediates the relationship between the prerequisites of knowledge
acquisition (learning from foreign parents) and IJV performance.
H8: The knowledge an IJV acquires from its foreign parents
will mediate the relationship between the prerequisites of foreign
parent learning and performance. Specifically, knowledge acquired
from foreign parents will mediate the relationship between
H8a: learning structures, learning process, and IJV
performance;
H8b: trust between parents and IJV performance; and
H8c: relative absorptive capacity and IJV performance.
METHODS
Data
Our model is tested using data on a sample of Hungarian IJVs collected
in1993 and 1996. This is an appropriate context for testing our
model for two reasons. First, the Hungarian economy is widely-recognized
as being in transition and the private firms in it are playing an
increasingly important role (Lane, 1995). Second, we are studying
members of the same sample first studied by Lyles and Salk (1996)
by building on their survey data they collected in 1993 and adding
to it data from a second survey in 1996. The 1996 Survey contains
new items as well as the items from the earlier survey. Our sample
is the subset of their sample that survived to 1996, responded to
the second survey, and provided usable responses. Revisiting these
firms facilitates the comparisons between our model and theirs.
The original Lyles and Salk survey in 1993 was a stratified sample
where the sampling frame was determined in cooperation with a Hungarian
government agency to intentionally ensure inclusion of a representative
diversity of industries. For our 1996 resurvey of these organizations,
all organizations surveyed in 1993 were contacted again and of those
still in existence our response rate was 44%. Our sample
consists of firms with complete data for 1993 and for 1996. A comparison
of the IJVs in our sample and those surveyed in 1993 but not in
our sample reveals no significant differences in terms of the means
for age, size, or knowledge acquired from foreign parents in 1993.
The firms in our sample did, on average, have higher performance
in 1993 than those not in our sample. This is not surprising as
firms with high performance in 1993 are more likely to have survived
to 1996 than firms with low performance in 1993.
Measures
Data from 1993 was used to create two measures: Prior Knowledge
Acquired from Foreign Parents and Prior IJV Performance. All other
measures in this study use data from the 1996 survey.
Knowledge Acquired from Foreign Parents. The knowledge acquired
from foreign parents in 1993 and in 1996 was measured by a five-item
scale based on Likert-type responses to the question "To what extent
have you learned from your foreign parents (a) new technological
expertise, (b) new marketing expertise, © product development,
(d) managerial techniques, and (e) manufacturing process (with 1
= little and 5 = to a great extent). The Cronbach's alpha for these
five items was .88 for the 1993 data, and .96 for the 1996 data.
IJV Performance. Both the 1993 and 1996 surveys included
two sets of performance scales. The business performance of the
IJV was assessed using four five-point Likert items (1=poor and
5=excellent) on the IJV's performance in terms of increasing business
volume, increasing market share, achieving planned goals, and making
profits. The general performance of the IJV was assessed using a
three item scale that summarizes how the Hungarian parent, foreign
parents, and IJV respondent evaluate the IJV's overall performance.
Factor analysis of the 1996 data revealed that the items for both
performance scales where unidimensional. The responses for the performance
items were standardized and then added to create an overall IJV
Performance Index for 1996 (alpha = .87). The performance measures
for 1993 were similarly combined to create a measure of IJV Performance
Index for 1993 (alpha = .85).
Learning Structures and Processes. The IJVs use of structures
and processes to facilitate learning from foreign parents was assessed
using measures developed by Lyles and Salk (1996) but based on data
collected in the 1996 survey. The IJV's Flexibility and
Adaptability was measured using a three-item scale of Likert-type
items based on the extent to which the IJV is flexible and adapting
to change, is creative, and rewards performance (alpha = .67). Contributions
of Management Support by Foreign Parents to the IJV was measured
using a six-item that summarizes the degree to which the foreign
parent(s) contribute to the IJV sales/marketing support, managerial
resources, administrative support, emotional support, training,
and time (alpha = .82). The extent to which managers in the
IJV were given education and Training by Foreign Parents
was measured by a single item (1=little, 5=great extent). The IJV's
use of Formal Goals and objectives was also measured with
a single item (1= either or both written, 0=neither written). The
Specialization by Foreign and Domestic Parents was measured
using a single item on the extent to which the foreign parent(s)
provides technology to the IJV while the domestic parent provides
the manufacturing capability (1=little, 5=great extent).
Trust. The level of Trust Between Parents was measured
using a single item (1=low level of trust, 5=high level of trust).
Relative Absorptive Capacity. Relevant prior knowledge was
measured using the scale for Knowledge Acquired from Foreign
Parents in 1993 described above. Cultural differences are easier
to detect than cultural compatibility. Accordingly, the Cultural
Compatibility of the domestic and foreign parents was measured
by reverse scoring a two-item scale on the extent to which cultural
misunderstandings and cultural differences have been issues in the
IJV (alpha = .91). The Relatedness of IJV's and Foreign Parents
Businesses was measured by reverse scoring a single item for
unrelatedness (in reverse form: 1=related, 0=unrelated).
Knowledge Utilization. The IJV's Business Strategy
was measured using a six-item scale on the degree to which the IJV
emphasized over the past two years: developing new products, promotion
and advertising expenditures above industry average, a broad product
line, extensive customer service capabilities, highly trained personnel,
and strong influence over the channels of distribution (alpha =
.75). IJV Training and Development Competence was measured
using a two-item scale on how effective the IJV was in the prior
year with regards to providing adequate worker training and improving
management skills (alpha = .72). Knowledge Utilization Synergies
was measured using a dummy variable that equals 1 for IJVs with
scores above the median for Knowledge Acquired from Foreign Parents,
Business Strategy, and IJV Training and Development Competence (i.e.,
above median for all three measures) and equals 0 for all other
IJVs.
Controls. Three controls for constraints on learning were
used for testing the hypotheses related to learning from foreign
parents. The age and size of an organization may contribute to its
inertia and thus inhibit learning. IJV Age was calculated
as 1996 minus the founding date. Size was measured as the
log of the IJV's capitalization in forints (the Hungarian currency).
Prior research on relative absorptive capacity has found that while
some relevant prior knowledge facilitates learning, too much relevant
prior knowledge reduces current learning--an organization doesn't
need to learn what it already knows (Lane & Lubatkin, forthcoming).
Accordingly, a dummy variable for High Prior Learning was
created to control for IJVs that may have completed most of their
learning objectives prior to 1996. This measure was created by multiplying
a dummy variable for the third of the sample with the highest scores
for "Knowledge Acquired from Foreign Parents in 1993" (1=upper third,
0=lower two-thirds) with the dummy variable for IJV-foreign parent
relatedness (1=related, 0=unrelated) previously described.
Two other controls were used when examining the relationship between
foreign parent-IJV learning and IJV performance. Prior IJV performance
was controlled for using the 1993 IJV Performance Index.
A measure was created to control for IJVs whose performance would
likely be highly independent of its foreign parent learning. A dummy
variable for Low Current Learning was created by multiplying
a dummy variable for the third of the sample with the lowest scores
for "1996 Knowledge Acquired from Foreign Parents" (1=lowest third,
0=upper two-thirds) with a dummy variable for the IJVs unrelated
to foreign parents (1=unrelated, 0=related).
Analyses
The hypotheses were tested using three sets of multiple regression
analyses. First, we regressed the learning structures and processes,
trust, and relative absorptive capacity measures on the knowledge
acquired from foreign parents in 1996 to test Hypotheses 1-3. Next,
we regressed the measures for knowledge acquired from foreign parents,
IJV business strategy, IJV training competence, and knowledge utilization
synergies on IJV performance in 1996 to test Hypotheses 4-5. Finally,
we used multiple regression to test the prediction that knowledge
from foreign parents mediates the relationship between the determinants
of knowledge acquisition and IJV performance (Hypotheses 8-8c).
There were five missing responses in the final data set, one each
for Size, Prior Performance, Management Contribution, Parent Specialization,
and Trust (five out of 1,170 data points or 0.04%). Deleting the
associated cases would reduce the sample size from 78 IJVs to 74
(a reduction of 5.1%). In order to preserve as much statistical
power as possible, all regression analyses were conducted using
a mean substitution correction. Substituting for such a small percentage
of the data points will result in a slight reduction in the variance
in each of these five measures. Thus, any bias introduced by the
mean substitutions is conservative.
Following Fox (1991), the square root of variance inflation factor
was calculated for the independent variables in each regression
model to check for problematic multicollinearity. All the variables
in the our analyses fell within Fox's acceptable range with one
exception. Knowledge Utilization Synergy was not used in
the mediation tests due to a high degree of multicollinearity.
RESULTS
Table 1 presents the means and standard deviations among the variables
used in the regression analyses. All variables exhibit reasonable
variance in responses and normality. The mean for the IJV Performance
Index in both 1993 and 1996 are close to zero, but slightly negative.
This is due to the fact the items were standardized and then summed
to create the index. Interestingly, the 1996 measure Knowledge Acquired
for Foreign Parents is slightly higher than the 1993 learning measure
and the 1996 measure of IJV Performance is slightly larger than
the 1993 performance measure. Thus, on average the IJVs in our sample
learned more and performed better in 1996 than in 1993.
The correlation matrix is presented in Table 2. The patterns of
association are largely as might be expected. Prior and current
learning from foreign parents positively associated (r = .34, p
< .001) as are prior and current IJV performance (r = .45, p
< .001). The use of differentiation has a strong positive association
performance in 1993 (r = 37, p < .001) and in 1996 (r
= .43, p < .001). There are, however, several surprises.
Most notably, trust is not associated with either learning measure,
but is positively associated with prior performance (r = .27, p
< .05) and performance in 1996 (r = .47, p < .001).
Results from the Learning Analyses
The regression analyses testing the first stage (learning stage)
of our model are presented in Table 3. Model 1 retests the learning
structures and processes examine by Lyles and Salk (1996) using
data from the 1993 survey. The model is significant (Adj. R2=.19,
F=3.22, p < .01) and our results parallel theirs with
one exception. Management Support by Foreign Parents has
a positive and significant (p < .01) relationship to learning
from foreign parents in Lyles and Salk's study, but is not significant
here. This may mean that management support by foreign parents facilitates
learning early in IJVs when the knowledge and skill disparities
are the greatest, but is not needed once the IJV has begun mastering
the basics of Western-style management.
Model 2 tests Hypothesis 1 which predicts that Trust Between
Parents will be positively associated with learning from foreign
parents. As the correlation matrix suggested, there is no association
between trust and learning. The model is not significant (Adj. R2=.01,
F=1.02) and the hypothesis is not supported. Thus, even when there
is high trust between the parents, it does not mean that there will
be an impact on learning from the foreign parent.
The hypotheses concerning relative absorptive capacity are tested
in Model 3. The model is significant (Adj. R2=.16, F=3.48,
p < .01) and the control for high prior learning is weakly
significant and negative as expected (p < .10). Both Prior
Knowledge and Relatedness are significant and positive
(at p < .01 and p < .05, respectively) which
supports Hypotheses 2b and 2c. Contrary to our predictions, Cultural
Compatibility has a significant negative association with learning
from foreign parents (p < .05). Thus two out of three results
In Model 3 support Hypothesis 2's prediction that relative absorptive
capacity is positively associated with learning from foreign parents.
The last regression analysis in this table tests the prediction
that relative absorptive capacity is positively associated with
learning from foreign parents even after controlling for learning
structures and processes, and trust (Hypothesis 3). Model 4 is the
most robust of the learning models with an Adjusted R2 of
.25 and F equal to 3.19 (p < .001). As in Model three,
the prior learning control is negative, but it is now more significant
(p < .05). Of the learning structure and process variables,
only Training By Foreign Parent maintains its significance
(p < .05) and direction. Trust is once again not
significant. Conversely, the three relative absorptive capacity
measures are still significant and with the same direction of association
as in Model 3. However, Cultural Compatibility and Prior
Knowledge are slightly less significant in Model 4 than they
were in the prior model (p < .10 and p < ,05,
respectively). Overall, the results in Model 4 support Hypothesis
3 on the importance of relative absorptive capacity to IJVs learning
from foreign parents.
Results from the Performance Analyses
The regression analyses for IJV performance in 1996 are presented
in Table 4. All four models are robust with Adjusted R2s
ranging from .24 to .45 and F-values from 9.26 to 13.04 (all at
p < .001). The control for prior IJV performance is positive
and significant in all four models. As might be expected, the control
for low learning is significant only in the two models that include
Knowledge from Foreign Parents (Models 5 and 8). However, in both
models it is positively associated with IJV performance contrary
to expectations.
Models 5, 6, and 7 test the predictions that three aspects of knowledge
utilization will be positively associate with IJV performance. Model
5 shows a strong positive association between Knowledge from
Foreign Parents and the IJV performance index (p <
.001) which supports Hypothesis 4. Model 6 shows a positive association
between IJV Business Strategy (differentiation) and performance
(p < .01) as predicted by Hypothesis 5. Model 7 tests
the association between IJV Training & Development Competence
and performance. This association is positive and highly significant
(p < .001) and thus supports Hypothesis 6.
Model 8 tests these three measures concurrently plus the dummy
variable for Knowledge Utilization Synergies. When tested
together, the independent variables from Models 5,6, and 7 maintain
their signs, but are slightly less significant than they are when
used individually. The dummy variable for synergies is also significant
(p < .05). This supports the prediction Hypothesis 7 that
even when the direct performance implications of knowledge from
foreign parents, IJV strategy, and training competence are accounted
for, those firms who excel at all three will likely have an additional
performance advantage.
Results from the Tests for Mediation
The models used to test the prediction that knowledge from foreign
parents mediates the relationship between learning prerequisites
and IJV performance are presented in Table 5. (Model 5, which demonstrated
a strong positive association between knowledge from foreign parents
and performance, is repeated here for ease of comparison.) Model
9 tests for a direct association between structures and processes
that facilitate learning and IJV performance. Recall that in Model
1 (Table 3), Flexibility, Training by Foreign Parents,
and Specialization of Parents were significant and positively
associated with Knowledge from Foreign Parents. Of these,
only flexibility is significantly related to IJV performance (a
positive association at p < .01). Thus, knowledge from
foreign parents mediates the relationship between training by foreign
parents and IJV performance as well as the relationship between
parents' specialization and IJV performance. However, Management
Support by Foreign Parents, which was not associated with knowledge
from foreign parents, is positively related to IJV performance (p
< .01). Lyles and Salk (1996) reported similar results which
suggests that while the importance of management support for learning
may diminish over time, its contribution to effective utilization
of acquired knowledge may not. Taken as a whole, Model 9 provides
mixed support for Hypothesis 8a.
Model 10 provides more surprising results. Trust Between Parents,
which was not associated with learning, has a strong positive association
with IJV performance (p < .001). This supports the results
of Inkpen and Currall (1997) who find a significant indirect relationship
between trust and performance, but does not support Aulakh et. al.
(1997) who find no direct relationships between trust and performance.
It is also contrary to the prediction in Hypothesis 8b and suggests
that the role of trust in IJVs may be different than theory would
suggest. The association between trust and performance is in keeping
with the transaction cost view of alliances (Williamson, 1985; Gulati,
1995). As trust develops between organizations, the need to monitor
each other decreases which allows them to focus on more productive
activities. In the case of IJVs, however, the nature of the productivity
gains due to increased trust remains to be specified.
Finally, the prediction that knowledge from foreign parents mediates
the relationship between relative absorptive capacity and IJV performance
is tested in Model 11. While the control for prior performance and
the model itself are significant (p < .001 and p
< .01, respectively), none of the three measures of relative
absorptive capacity are significant. Given the associations between
these measures and knowledge from foreign parents reported in Table
3, and the strong association between knowledge from foreign parents
and IJV performance, these results support the mediated relationship
predicted in Hypothesis 8c.
In summary, knowledge from foreign parents mediates the relationship
between some learning processes and IJV performance as well as between
all three measures of relative absorptive capacity and IJV performance.
This constitutes partial support for H8. At the same time the strong
positive associations between management support and IJV performance,
and between trust and IJV performance, suggest that further theoretical
work on learning and performance in IJVs is needed.
Post Hoc Analyses
One unresolved question is why the relationship between low learning
in 1996 and IJV performance is positive. Given the strong association
between learning and performance, this would be expected to be negative.
An comparison of IJVs that are low learners to other IJVs using
t-tests suggests one possible explanation (see Table 6). There are
no meaningful differences between low learners and other IJVs in
terms of prior performance, business strategy, flexibility, or training
competence. The learning IJVs did have, on average, higher learning
from foreign parents in 1993 than other IJVs (p < .05)
and parents with more specialized roles (p < .001). This
suggest that the knowledge the IJVs needed from their foreign parents
may have been more well defined, narrower in scope, and transferred
prior to 1996 and thus, requiring less learning now. If so, the
positive relationship between low learning and performance in 1996
could reflect the value of knowledge that the IJV has had time to
adapt, disseminate, and utilize. The results of these post hoc analyses
suggest that the learning processes and priorities of low learning
IJVs may be fundamentally different than those of other IJVs. Additional
research is needed to explore these differences.
DISCUSSION
This study proposed and tested a two stage model of IJV learning
and IJV performance. It was proposed that IJV's acquisition of knowledge
from its foreign parents was a function of its use of structures
and processes that facilitate learning, trust between its parents,
its relative absorptive capacity for its foreign parents. The IJVs
performance was suggested to be a function of not only that acquired
knowledge, but also the IJV's business strategy and competence in
training. This two-stage model suggests that knowledge acquired
from foreign parents mediates the relationship between the determinants
of learning (facilitating structures and processes, trust, relative
absorptive capacity) and IJV performance. The model was tested using
data on Hungarian IJVs collected in 1993 and again in 1996. Three
measures of relative absorptive capacity (prior relevant knowledge,
cultural compatibility, and similar dominant logics) as well as
training of IJV managers by the foreign parents were found to be
significant predictors of knowledge acquired from foreign parents.
However, cultural similarity had a negative association not the
predicted positive association. Knowledge acquired from foreign
parents, IJV strategy, and IJV training competence were shown to
have positive associations with IJV performance. Knowledge acquired
from foreign parents also mediates the relationship between the
relative absorptive capacity measures and firm performance along
with the relationship between IJV flexibility and performance. Surprisingly,
trust, which was not associated with learning, had a strong positive
association with IJV performance.
The negative association between cultural compatibility is at odds
with the theories underlying relative absorptive capacity (Cohen
& Levinthal, 1990; Lane & Lubatkin forthcoming). There are
two possible explanations for this inconsistency. First, given the
profound differences in business knowledge and skills between managers
from Western economies and managers from transitional economies,
the cultural compatibility may represent the degree to which the
Hungarian parent has already adopted Western management practices.
Second, the finding is consistent Boyacigiller and Adler's (1991)
contention that multi-cultural diversity can be synergistic for
multi-national teams and organizations, in that it forces them to
be more open to knowledge and information. If so, then perhaps the
role of similar norms and values suggested by relative absorptive
capacity theory operate on a more fine-grained level than national
culture.
The findings concerning trust were surprising in that the IJV literature
has emphasized importance of the role that trust is believed to
play in learning. The strong relationship between trust and performance
suggests that trust may play a number of roles in IJVs and new theory
is needed to explore them. The absence of support for the relationship
between trust and learning may be because our single item measure
of trust was not sufficiently fine-grained to provide a strong test
of our hypothesis. Another possible explanation is that trust affects
learning indirectly. Trust is highly correlated with IJV flexibility
and adaptability, and with management support by foreign parents.
This suggests that when the foreign parent's willingness to create
IJV organizations well equipped to learn may be a function of the
degree to which foreign and domestic parents trust each other.
The results of our study have several implications for IJV research
and management. It is important to place an emphasis on longitudinal
data and to analyze the impact of prior conditions with current
performance. Particularly when one is researching processes such
as knowledge acquisition, a longitudinal perspective provides important
influencing factors. Further empirical research is critical to helping
us determine the processes for knowledge transfer and the utilization
of knowledge.
Knowledge represents a capability that must be managed in order
to be utilized effectively. Our study suggests several avenues that
may help managers in knowledge utilization. First relatedness of
the nature of the business and training by the foreign parent are
important to current knowledge transfer. The ability of the joint
venture to have learned in the past has an important effect on the
IJV's current learning. We find that knowledge is an important mediator
for performance. Furthermore, performance is related to the training
provided by the foreign parent as well as defining a strategy that
differentiates the IJV by producing new products and services. Managers
that can effectively direct the IJV toward current learning, differentiation,
and continual training will have the greatest probability for improved
performance.
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Table 1
Descriptive Statisticsa
| |
|
|
|
Variable
|
Mean
|
Std. Dev.
|
| |
|
|
|
1. IJV Age in 1996
|
7.89
|
2.13
|
| |
|
|
|
2. Size (log of capitalization)
|
10.29
|
2.74
|
| |
|
|
|
3. Cultural Compatibility
|
8.24
|
2.30
|
| |
|
|
|
4. IJV Strategy (emphasis on differentiation)
|
19.80
|
4.96
|
| |
|
|
|
5. IJV Flexibility & Adaptability
|
12.67
|
2.07
|
| |
|
|
|
6. IJV Learning from Foreign Parents in
1993
|
12.48
|
5.92
|
| |
|
|
|
7. IJV Learning from Foreign Parents in
1996
|
13.71
|
5.79
|
| |
|
|
|
8. Foreign Parent Contribution of Management
Support
|
18.02
|
5.19
|
| |
|
|
|
9. Training of Domestic Managers by Foreign
Parents
|
2.16
|
1.24
|
| |
|
|
|
10. Formal Goals for IJV
|
1.37
|
.74
|
| |
|
|
|
11. IJV Competence at Training & Development
|
6.56
|
1.62
|
| |
|
|
|
12. Conflict Between Parents
|
3.35
|
1.97
|
| |
|
|
|
13. Relatedness of IJV and Foreign Parents'
Businesses
|
.52
|
.50
|
| |
|
|
|
14. Parent Specialization (Foreign Parent
provides technology & Domestic Parent provides manufacturing)
|
2.53
|
1.50
|
| |
|
|
|
15. Trust Between Parents
|
4.06
|
1.13
|
| |
|
|
|
16. IJV Performance in 1993 (index of Business
& General performance)
|
-.03
|
1.78
|
| |
|
|
| |
|
|
|
a All variables from 1996 survey
unless 1993 is indicated.
|
|
|
Table 4
Multiple Regression Analyses for IJV Performance
|
VARIABLES
|
|
MODEL 5
|
|
MODEL 6
|
|
MODEL 7
|
|
MODEL 8
|
| |
|
|
b
|
|
|
b
|
|
|
b
|
|
|
b
|
|
| |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Controls
|
|
|
|
|
|
|
|
|
|
|
|
|
| |
Prior IJV Performance (1993)
|
|
.451
|
*** |
|
.327
|
** |
|
.319
|
** |
|
.279
|
** |
| |
Low Current Learning (1996)
|
|
.462
|
** |
|
-.002
|
|
|
.001
|
|
|
.304
|
* |
| |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
IJV Knowledge Utilization
|
|
|
|
|
|
|
|
|
|
|
|
|
| |
New Knowledge from Foreign Parents (1996)
|
|
.587
|
*** |
|
|
|
|
|
|
|
.321
|
* |
| |
IJV Business Strategy Strategy
|
|
|
|
|
.306
|
** |
|
|
|
|
.163
|
? |
| |
IJV Training & Development
|
|
|
|
|
|
|
|
.410
|
*** |
|
.283
|
** |
| |
Knowledge Utilization Synergy
|
|
|
|
|
|
|
|
|
|
|
.207
|
* |
| |
|
|
|
|
|
|
|
|
|
|
|
|
|
| |
|
|
|
|
|
|
|
|
|
|
|
|
|
| |
Adjusted R2
|
|
.28
|
|
|
.24
|
|
|
.32
|
|
|
.45
|
|
| |
F
|
|
10.99
|
*** |
|
9.26
|
*** |
|
13.04
|
*** |
|
11.32
|
*** |
| |
|
|
|
|
|
|
|
|
|
|
|
|
|
| |
|
|
|
|
|
|
|
|
|
|
|
|
|
| |
N = 78 ? p <
.10 * p < .05 ** p < .01 *** p <
.001 |
|
Table 5
Regression Analyses for Mediation Tests
|
VARIABLES
|
|
MODEL 9
|
|
MODEL 10
|
|
MODEL 11
|
|
MODEL 12
|
| |
|
|
b
|
|
|
b
|
|
|
b
|
|
|
b
|
|
| |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Controls
|
|
|
|
|
|
|
|
|
|
|
|
|
| |
Prior IJV Performance (1993)
|
|
.451
|
*** |
|
.297
|
** |
|
.338
|
** * |
|
.431
|
*** |
| |
Low Current Learning (1996)
|
|
.462
|
** |
|
.033
|
|
|
-.007
|
|
|
-.026
|
|
| |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Knowledge from Foreign Parents (1996)
|
|
|
|
|
|
|
|
|
|
|
|
|
| |
|
|
.587
|
*** |
|
|
|
|
|
|
|
|
|
|
Learning Processes & Structures
|
|
|
|
|
|
|
|
|
|
|
|
|
| |
IJV Flexibility & Adaptability
|
|
|
|
|
.278
|
** |
|
|
|
|
|
|
| |
Management Support by Foreign Parent
|
|
|
|
|
.279
|
** |
|
|
|
|
|
|
| |
Training by Foreign Parent
|
|
|
|
|
-.027
|
|
|
|
|
|
|
|
| |
Goals for IJV
|
|
|
|
|
-.050
|
|
|
|
|
|
|
|
| |
Specialization by Foreign & Domestic Parents
|
|
|
|
|
.039
|
|
|
|
|
|
|
|
| |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Trust
|
|
|
|
|
|
|
|
|
|
|
|
|
| |
Trust between Parents
|
|
|
|
|
|
|
|
.384
|
*** |
|
|
|
| |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Relative Absorptive Capacity
|
|
|
|
|
|
|
|
|
|
|
|
|
| |
Cultural Compatibility
|
|
|
|
|
|
|
|
|
|
|
.034
|
|
| |
Prior Knowledge from Foreign Parents (1993)
|
|
|
|
|
|
|
|
|
|
|
.043
|
|
| |
Relatedness of IJV & Foreign Parents
|
|
|
|
|
|
|
|
|
|
|
-.045
|
|
| |
|
|
|
|
|
|
|
|
|
|
|
|
|
| |
|
|
|
|
|
|
|
|
|
|
|
|
|
| |
Adjusted R2
|
|
.28
|
|
|
.31
|
|
|
.30
|
|
|
.14
|
|
| |
F
|
|
10.99
|
*** |
|
5.94
|
*** |
|
12.12
|
*** |
|
3.51
|
** |
| |
|
|
|
|
|
|
|
|
|
|
|
|
|
| |
|
|
|
|
|
|
|
|
|
|
|
|
|
Table 6
Post Hoc Analyses of Low Learners
| |
|
|
|
|
|
|
|
| Variable |
|
Low Learners
Mean
|
|
High Learners
Mean
|
|
t-value
|
| |
|
|
|
|
|
|
|
| Prior IJV Performance (1993 Index) |
|
-.480
|
|
.125
|
|
1.27
|
|
| |
|
|
|
|
|
|
|
| IJV Competitive Strategy |
|
19.00
|
|
20.08
|
|
.82
|
|
| |
|
|
|
|
|
|
|
| IJV Flexibility & Adaptability |
|
12.20
|
|
12.85
|
|
1.07
|
|
| |
|
|
|
|
|
|
|
| IJV Training & Development |
|
6.35
|
|
6.64
|
|
.66
|
|
| |
|
|
|
|
|
|
|
| Prior Foreign Parent Learning (1993) |
|
9.95
|
|
13.36
|
|
2.30
|
* |
| |
|
|
|
|
|
|
|
|
Specialization of Foreign & Domestic Parents
|
|
1.68
|
|
2.81
|
|
3.32
|
** |
| |
|
|
|
|
|
|
|
| |
|
|
|
|
|
|
|
| N = 78 ? p < .10 * p
< .05 ** p < .01 *** p < .001 |
Table 3
Multiple Regression Analyses for Knowledge Acquired
from Foreign Parents
| |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
VARIABLES
|
|
|
MODEL 1
|
|
MODEL 2
|
|
MODEL 3
|
|
MODEL 4 |
| |
|
|
b
|
|
|
b
|
|
|
b
|
|
|
|
|
| |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Controls
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| |
IJV Age
|
|
-.019
|
|
|
-.099
|
|
|
-.078
|
|
|
-.033
|
|
| |
Size (log of capitalization)
|
|
.044
|
|
|
.076
|
|
|
.036
|
|
|
.030
|
|
| |
High Level of Prior Learning (1993)
|
|
-.009
|
|
|
.255
|
|
|
-.331
|
? |
|
-.345
|
* |
| |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Learning Processes & Structures
|
|
|
|
|
|
|
|
|
|
|
|
|
| |
IJV Flexibility & Adaptability
|
|
.195
|
? |
|
|
|
|
|
|
|
.140
|
|
| |
Management Support Contributed by Foreign Parent
|
|
.076
|
|
|
|
|
|
|
|
|
-.005
|
|
| |
Training by Foreign Parent
|
|
.238
|
* |
|
|
|
|
|
|
|
.249
|
* |
| |
Goals for IJV
|
|
-.064
|
|
|
|
|
|
|
|
|
-.096
|
|
| |
Specialization by Foreign & Domestic Parents
|
|
.300
|
* |
|
|
|
|
|
|
|
.160
|
|
| |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Trust
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| |
Trust Between Parents
|
|
|
|
|
.091
|
|
|
|
|
|
.109
|
|
| |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Relative Absorptive Capacity
|
|
|
|
|
|
|
|
|
|
|
|
|
| |
Cultural Compatibility
|
|
|
|
|
|
|
|
-.223
|
* |
|
-.173
|
? |
| |
Prior Knowledge from Foreign Parents (1993)
|
|
|
|
|
|
|
|
.558
|
** |
|
.429
|
* |
| |
Relatedness of IJV & Foreign Parents
|
|
|
|
|
|
|
|
.241
|
* |
|
.236
|
* |
| |
|
|
|
|
|
|
|
|
|
|
|
|
|
| |
|
|
|
|
|
|
|
|
|
|
|
|
|
| |
Adjusted R2
|
|
.19
|
|
|
.01
|
|
|
.16
|
|
|
.25
|
|
| |
F
|
|
3.22
|
** |
|
1.02
|
|
|
3.48
|
** |
|
3.19
|
*** |
| |
|
|
|
|
|
|
|
|
|
|
|
|
|
| |
|
|
|
|
|
|
|
|
|
|
|
|
|
| |
N = 78 ? p <
.10 * p < .05 ** p < .01 *** p <
.001 |
Table 2
Correlations
| |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| Variable |
1
|
2
|
3
|
4
|
5
|
6
|
7
|
8
|
9
|
10
|
11
|
12
|
13
|
14
|
15
|
| |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1. IJV Age in 1996 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 2. Size (log of capitalization) |
.06
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 3. Cultural Compatibility |
.06
|
|
-.09
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 4. IJV Business Strategy |
.05
|
|
.19
|
|
.16
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
12
|
|
|
|
|
|
|
|
| 5. IJV Flexibility &
Adaptability |
-.17
|
|
.05
|
|
.02
|
|
.33
|
** |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 6. Foreign Parent Learning
1993 |
-.12
|
|
-.04
|
|
.05
|
|
.11
|
|
.09
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| |
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 7. Foreign Parent Learning
1996 |
-.11
|
|
.04
|
|
-.17
|
|
.21
|
? |
.21
|
? |
.33
|
** |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| |
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 8. Foreign Parent Contribution |
-.08
|
|
-.07
|
|
.08
|
|
.28
|
** |
.32
|
** |
.24
|
* |
.19
|
? |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 9. Training by Foreign
Parent |
-.12
|
|
-.04
|
|
-.15
|
|
.17
|
|
.01
|
|
.26
|
* |
.40
|
*** |
.23
|
* |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| |
|
|
|
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|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 10. IJV Goals |
.07
|
|
.02
|
|
.04
|
|
-.03
|
|
-.22
|
? |
.06
|
|
-.08
|
|
.17
|
|
.02
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| |
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 11. IJV Training &
Development |
.11
|
|
.09
|
|
.14
|
|
.18
|
|
.24
|
* |
.18
|
|
.15
|
|
.44
|
*** |
-.10
|
|
.28
|
** |
|
|
|
|
|
|
|
|
|
|
| |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 12. Conflict Between
Parents |
-.04
|
|
.15
|
|
-.20
|
? |
.07
|
|
-.08
|
|
.04
|
|
.16
|
|
-.03
|
|
.17
|
|
.03
|
|
-.04
|
|
|
|
|
|
|
|
|
|
| |
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 13. IJV-Foreign Parent
Relatedness |
.04
|
|
-.14
|
|
.03
|
|
-.14
|
|
-.09
|
|
.13
|
|
.22
|
? |
.19
|
? |
.11
|
|
.06
|
|
.19
|
? |
.15
|
|
|
|
|
|
|
|
| |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 14. Parent Specialization |
-.07
|
|
.02
|
|
-.14
|
|
-.02
|
|
-.12
|
|
.49
|
*** |
.39
|
*** |
.04
|
|
.47
|
*** |
.04
|
|
-.01
|
|
.17
|
|
.16
|
|
|
|
|
|
| |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 15. Trust Between Parents |
.07
|
|
.01
|
|
.13
|
|
.09
|
|
.39
|
*** |
-.04
|
|
.08
|
|
.16
|
|
-.10
|
|
-.03
|
|
.19
|
? |
-.41
|
*** |
-.11
|
|
-.05
|
|
|
|
| |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 16. IJV Performance 1993
(index) |
.23
|
* |
.03
|
|
.08
|
|
.37
|
*** |
.31
|
** |
.09
|
|
.09
|
|
.20
|
? |
-.05
|
|
-.05
|
|
.31
|
** |
-.24
|
* |
.04
|
|
.07
|
|
.27
|
* |
| |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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| |
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| ? p < .10
* p < .05 ** p < .01 *** p < .001 |
|