In the era of ‘‘alliance capitalism’’, the increasing number of strategic technological partnerships STPs. has been mainly
recorded in the science-based fields, of which information and communications technology ICT. is a leading sector. The
establishment of STPs has also characterised the European ICT industry. The growing technological interrelatedness and the
need to acquire capabilities in related fields have been identified in the literature as major explanations for the increase in
corporate technological co-operation. This paper investigates the role of corporate technological specialisation factors in the
conclusion of STPs in the European ICT industry by carrying out a dynamic analysis. Accordingly, the patterns followed by
corporate technological partnerships in the industry in question are investigated since the late 1970s. Based on US patent
data granted to the world’s largest firms as well as STPs data, the results of the econometric analysis are consistent with the
view that the more similar partners’ technological portfolios are with one another, the easier it is to absorb each other’s
capabilities.
In the 1980s, the increased adoption of strategic
technological partnerships STPs. as a form of organisation
of economic activity has been identified
as a main feature of a new phase of the capitalist system Gerlach, 1992; Dunning, 1995, 1997., where
competitiveness is increasingly pursuid through cooperation.
The growth in the number of technologybased
inter-firm alliances has mainly been recorded
in science-based fields such as information and
communications technology, ICT. Hagedoorn,
1993b; Hagedoorn and Schakenraad, 1992; Duysters
and Hagedoorn, 1995.. This trend may be interpreted
as a new corporate strategic response to increasing
technological interrelatedness and complexity in order
to co-ordinate change and innovation effectively Based upon a resource pooling strategy, corporate
alliances promote synergies between allied companies,
thus affecting the development of firms’ internal
capabilities and furthermore their technological
profiles over time. Since inter-firm alliances tend to
develop in areas in which firms shares complementary
capabilities, partner’s choice can be predicted by
firms’ technological overlap Mowery et al., 1998..
Nonetheless, a distinction should be made between
complementary and close complementary firm-
specific paths of development Cantwell and Barrera,
1998.. The fruitful exchange of knowledge requires
the complemenarity of activities, but cooperative
learning creates a closer complementarity between
those activities. Technological collaborative agreements
are likely to promote partners’ technological
convergence by encouraging coordination between
partners’ internal paths of innovative learning. By
contrast, in the former, firms’ learning paths become
more localised, although their activities remain com-
plementary ibid... However, if alliances enable firms
to cope with the fast rate of technological development,
they cannot substitute in-house investment in
order to enhance firm’s technological competencies.
Multinational corporations MNCs. still need to diversify
in the range of technologies they master since
a wider range of specialised knowledge is now required
for the production and distribution of specific
products Granstrand and Sjo¨lander, 1990;
Granstrand et al., 1997.. The growth in STPs has
also characterised the European ICT industry, where
a cooperative strategic approach has been adopted to
deal with the issue of European competitiveness in
electronics. For this purpose, European electronic
corporations have increasingly targeted technological
collaboration as a major strategy in their agenda.
Using data on patents granted in the US to the
world’s largest firms as well as data on STPs, this
paper aims to evaluate the role of corporate technological
specialisation factors in the completion of
STPs in the European ICT industry. The novelty of
the paper lies in the fact that few studies have
addressed the issue of corporate technological specialisation
dynamics in the conclusion of STPs.
Moreover, as the paper deals with this issue in the
context of a high-tech industry, the results of the
analysis appear to have relevant implications for
both corporate strategy and public policy agenda.
Strategic technological agreements are understood
as inter-firm long-term cooperative relationships
concerning one or more areas of activity, where
combined innovative activity or an interchange of
technology is at least part of the agreement and the
contractual mechanisms can be more or less formally
specified. The ‘‘strategic’’ character is given by the
fact that the agreement improves the future value of
the firm rather than simply minimising the net costs.
As discussed above, firms are willing to enter alliances
in order to acquire partner’s capabilities related
to their fields of competencies. Therefore, firms
with overlapping portfolios of technological specialisation
are likely to become partners. Combining the
patent data drawn from the Reading patents database
with the Advanced Research Programme on Agree-
ments ARPA. database — see Appendix A — two
hypotheses are tested over the period 1978–1995 in
the context of the European ICT industry.
Hypothesis 1: the degree of overlap between partners’
technological specialisation profiles has a positive
influence upon the formation of STPs. The
closer companies’ co-specialisation, 1 the greater the
likelihood of alliances between them for the purpose
of technological cooperation; but, if firms are not
co-specialised, the greater is the degree of technological
dissimilarities between them, the less likely the
formation of an alliance.
Hypothesis 2: partners’ technological specialisation
over time is likely to further converge in the case of
alliances between firms that were co-specialised in
the previous period, while already dissimilar partners
are likely to further diverge if they have concluded
alliances previously. Further technological convergencerdivergence
may be linked as well to the
extent of technological diversification of firms over
time.
The organisation of the paper is as follows. The
role of STPs in the ICT-based paradigm is discussed
in Section 2. Section 3 sheds some light on the data on US patents and STPs used. The econometric
methodology and the measures adopted are exposed
in Section 4. Section 5 deals with the empirical
results on the specialisation dynamics in the European
ICT corporate STPs. Section 6 discusses the
implication of the findings for the nature and evolution
of the European ICT industry. Section 7 draws
some conclusions.
Collaborative partnerships have been increasingly
adopted as a form of business operation in the early
1980s. The 1980s’ increased adoption of STPs as a form of organisation of economic activity has been
identified as a main feature of a new phase of the
capitalist system Gerlach, 1992; Dunning, 1995,
1997., where competitiveness is increasingly pursued
through co-operation. Within this overall frame, this
paper makes two contributions to the existing literature
on the subject.
First of all, in this so-called alliance capitalism
phase, technological overlap between similar European
ICT companies is found to be a major factor in
the conclusion of STPs. Based upon a resource
pooling strategy, corporate alliances promote synergies
between allied companies, thus affecting the
development of firms’ internal capabilities and furthermore
their technological profiles over time. Since
inter-firm alliances tend to develop in areas in which
firms share complementary capabilities, a partner’s
choice can be predicted by firms’ technological over-
lap Mowery et al., 1998.. Companies sharing technological
commonalties can enhance their intralearning
development through collaborative agreements.
The co-operative option allows firms to face
the increasing pace of technological change by absorbing
each other’s complementary technological
competencies. Nonetheless, a distinction should be
made between complementary and close complemen-
tary firm-specific paths of development Cantwell
and Barrera, 1998.. The fruitful exchange of knowledge
requires the complementarity of activities, but
co-operative learning creates a closer complementarity
between those activities. In the latter case, partners’
technological profiles converge as collaborative
agreements encourage co-ordination between partners’
internal paths of innovative learning. By contrast,
in the former case, firms’ learning paths become
more localised, although their activities remain
complementary ibid... However, if alliances enable
firms to cope with the fast rate of technological
development, they cannot substitute in-house investment
in order to enhance firms’ technological competencies.
MNCs still need to diversify in the range
of technologies they master since a wider range of
specialised knowledge is now required for the production
and distribution of specific products
Granstrand and Sjo¨lander, 1990; Granstrand et al.,
1997..
Second, the findings of the paper point out that in
the European ICT industry, participation in STPs and
corporate technological diversification are major determinants
of technological convergence between already
similarrco-specialised partners. As far as technological
collaboration is concerned, this is the case
if corporate co-operation involved a transfer of
knowledge rather than a simple exchange. In the
former case, a complementary division of labour is
likely to develop between the partner companies,
which come closer together in terms of specialisation
profiles. Following Brass et al. 1998., partners’
similarity and interaction are mutually reinforcing
factors as network formation proceeds through the
establishment of new relationships building on the
base of existing inter-firm ties. Moreover, firms with
prior alliances are likely to trust each other more
than other firms whom they have had no alliances
Gulati, 1995.. The positive influence of technological
diversification on partners’ technological convergence
is consistent with the view that large firms are
required to master a wide range of technologies in
order to be able to match radical changes in technology
with equivalent changes in production. Thus,
technological specialisation profiles of European
electronic partners are also found to be convergent as
a result of the technological diversity developed
within collaborative agreements.
Thus, in high-tech industries such as ICT. corporate
technological specialisation factors seem to play
a great role in the cooperative development of technology.