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Barnabás Gerő and Balázs Vedres:
Interlocking Comrades
An analysis of the
structure of interlocking directorates
in post-communist Hungary
Contents
Introduction
Views on post-communist Hungary
Empirical analysis
Data and
Methods
Descriptive
Analysis
The nested analysis of directorate
interlocks
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Hypotheses
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The first layer: connections to
companies, politics and finance
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The second layer: removing political
connections
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The third layer of the analysis: the
network of companies
Conclusion
Bibliography
Preliminary version
February 25, 1998
Post-communist Eastern-Europe is
characterized by a cacophony of values and voices as new groups
emerge and try to institutionalize their power by a variety of
narratives. This cacophony is present at the level of individual
strategies as well as at the level of scholarly literature on the
region. So far, there had only been a handful of attempts to cut
a clear path across the heterogeneity of diverse interpretations.
Our aim in this paper is, then, to assess the leading theories of
East-European economic transformation by analysing a particular
institution, the board of directors. The novelty of our research
lies in the fact that we utilize relational data depicting the
network of interlocking directorates among the largest Hungarian
corporations as well as the political sphere. Furthermore, our
analysis will be carried out using the same dataset in assessing
various theories, enabling us to test them at the same time.
Under the previous Communist regime, political
power was the monopoly of the leadership of the state-party,
while central planners and increasingly independent socialist
managers vied for economic power. The political and
economic transition of ‘89 rendered many of the assets of these
groups obsolete and introduced a cognitive vacuum as to what
constitutes a widely accepted asset in the post-communist era.
While the introduction of formal democracy with regular elections
institutionalized political power to a large extent, the
source of economic power remained much more contested.
There are three leading interpretations
seeking to pin down the real beneficiaries of the post-communist
economic transformation. Chronologically, these interpretations
appeared in an orderly sequence representing an evolution of the
theory of economic transformation, propelled partly by the
dynamic of events. One interpretation argues that the former
socialist managers as well as the economically educated cadres of
the defunct Communist Party (the Communist nomenclature) are the
real winners of the economic transformations. One version of this
argument claims that these groups, taking advantage of the policy
of spontaneous privatization, came to own the lucrative
productive assets of the country. Another version argues that
using their insider information on companies the same group
stayed on as leading executives of the privatized companies even
after change of ownership. The culmination of the East-European
events, according to this theory, will be a form of political
capitalism or “crony capitalism”. A small elite will control
most of the economic assets and draw huge profits from state
monopolies, state subsidies, and relies on occasional bailouts.
Local FIGs or chaebols dominate economic life and maintain a cozy
relationship with the political sphere. This interpretation also
posits a triple role for the state. These include the lasting
presence of the state as an owner, the state as the lender of
last resort, as well as an overbearing regulator.
The second interpretation holds that
post-communist Hungary should be aptly characterized as a form of
managerialism. The argument is that the lack of real owners,
which is the result of an intricate web of cross-ownership
between various public and private instances, shields executives
from the kind of pressure that controls managers in mature
capitalist countries.
Finally, the third interpretation argues
that the financial sector will come to dominate economic life as
banks increasingly keep their finger on the veins of capital in
time of severe capital shortage. Empirically, this trend is
reflected in the overdrawn material compensation of financial
sector professionals. This theory draws on the well-developed
theme of financial capitalism.
Although we agree with the main points of
these three interpretations, in their current form they do not
amount to more than insightful sketches of broad trends. Although
former Communist cadres are frequent fixtures of the powerful
posts of economic life, managers command preposterous salaries,
and the long arm of the state pops up in bank bailouts and
consolidations, the most interesting issue concerns the
manoeuvres and institutions these groups use in establishing
conditions advantageous for them.
As our aim then is identify these
strategies, we decided to focus on the role of one particular
institution, the board of directors. Our reasons were that since
these boards supervise corporate executives, this focus provides
a ready access to the structure of corporate governance, that is,
to economic power. Beyond being the de facto institution of
control over executives, we also assume that among the volatile
economic and political conditions of post-communism, these boards
were an important source of income as well as status
for directors and sources of information and control
for firms. A focus on the board interlocks rather than ownership
ties represents a double advantage. First, focusing exclusively
on ownership ties would not enable us to include corporate
connections to the political sphere. Second, ownership ties
represent a far larger commitment than a connection through board
members, thus it cannot grasp the more subtle changes reflected
in the latter.
The first part of our analysis contains a
descriptive investigation of the theories of political
capitalism, managerialism, and financial hegemony. After that, we
will carry out a nested blockmodel analysis of our relational
data. In the first phase, we will generate blockmodel images of
firms based on the pattern of their ties within the whole
intercorporate directorate network as well as to political
organizations. Subsequently, we will delete political
organizations from our data set to access the pattern of
intercorporate relations nested within the larger structure
analyzed in the first phase. Finally, in the third phase, we will
delete financial institutions from the data to analyze the bare
skeleton of corporate interlocks found in the shadow of financial
and political relations.
Views on post-communist Hungary
In this section, we will review three
interpretations of the fundamental changes occurring in the
social structure and form of domination in Hungary. These lines
of research include research on the composition of the new
economic, political, and cultural elite, the fate of the former
communist nomenclature and the continued economic role of the
state reflecting a variant of political capitalism; a theory of
managerialism as the fundamental form of domination in the
post-communist world; and finally, the most recent theory of
East-European economic transformation, the theory of financial
hegemony.
Inquiry into the formation of the new elite
of post-communist countries and the trajectory of former
communist cadres was carried out in a large comparative research
project conducted in seven Eastern-European countries. The
findings of the research with respect to Hungary showed that
there was considerable reproduction as well as circulation in the
elite positions. Generally, former Party apparatchiks experienced
downward mobility or retired, while the managerial and
technocratic strata of the communist regime was quite successful
in converting political position into economic leverage. In the
political and cultural elite positions, however, there was a much
more pronounced presence of new elements. These new groups were
made up of the clientele of the victorious opposition party,
"deputy managers" of former elite positions who used
the transition to oust their former bosses, and humanistic
intellectuals conquering numerous political and cultural elite
positions. One of the most interesting finding of the research
was that the presence of private entrepreneurs from the second
economy was almost negligible in the economic elite, thus
contradicting Szelényi's earlier prediction that this group will
be the dominant force in the post-communist economic elite.
The second issue in the first theoretical
group we wish to tackle concerns the economic role of the state
after 1989. In order to appreciate the importance of the issue,
we should realised that the Hungarian state has always played a
strong role in the economy, and this was only amplified by the
communist nationalisation of the economy. After the strict
Stalinist command of the economy based on direct quotas and lack
of independence from central redistributors weaned, from 1968 on
the autonomy of managers of state-owned companies increased as
decisions regarding the level of production, choice of suppliers,
and investment were captured by management. The relation between
the state and the economy (between central planners and
redistributors and socialist managers) was doubly parasitic: the
state appropriated the surpluses of companies, while companies
relied on the state for crucial inputs, as infrastructure, raw
materials from abroad, and educated workforce. By 1989, managers
became largely independent from the state and through the process
of spontaneous privatisation sought to self-privatise their
companies. This process was halted by the first democratically
elected government which opted for a centrally managed
privatisation based on market prices. From then on the government
made various attempts to regain control of the economy (which
attempts then are labelled as renationalisation of the electronic
media, the printed press, the health care system, strategic
industries, banks, economic development agencies, state-owned
investment banks, etc.).
The second interpretation of
Eastern-European transition was delivered by Szelényi, Eyal and
Townsley a year later. Here the authors asserted that among the
conditions of dispersed ownership and the lack of a propertied
bourgeoisie, there is not effective control over management. In
their view of property relations in post-communist Hungary, they
rely on the findings of Stark. After describing the intricate
cross-ownership between public and private institutions, Stark
claims that privatisation in Hungary aimed at separating assets
and liabilities. While the former was passed into private hands,
the latter was dumped on the public. Furthermore, Stark sees the
intricate cross-ownership structures as an ingenious device of
reducing uncertainty in a volatile market environment. By jointly
owning enterprises as well as relying on partial public
ownership, enterprises try to reduce the inherent uncertainty
they face due to lack of information on other firms, an
undeveloped stock market, and unpredictable state regulations.
Thus, in the last analysis, these are hedging devices.
Although Szelényi et alia relies on
Stark's findings of unclear ownership relations, they provide a
much more cynical interpretation of these. Their initial thesis
is that it is control over property, and not ownership, which is
the basis of economic power in post-communist Hungary. Diffuse
property relations are the very basis responsible for the lack of
real owners and the buttress of unbridled management control.
Furthermore, the authors claim that the new political elite
legitimates the dominance of the managers by spreading the values
of expertise, impartialness, and anti-politics after the
overpolitisation of everyday life under the communist regime.
Unfortunately, Szelényi and alia do not
provide empirical underpinnings for their insightful theory. The
only data they rely on measures the housing conditions and stock
holdings of managers. Since both of them seems quite modest, the
authors conclude that it is not ownership and private wealth, but
cultural capital that underlies dominance in post-communist
Hungary.
The third theoretical attempt interprets
post-socialist economic transformations as largely determined by
the financial sector that occupies central positions within the
economy. Gyorgy Lengyel and Attila Bartha used a survey data of
the top-management of major Hungarian banks in tracing the
threads of bank power. Their conclusion was that bankers as a
group cannot be interpreted as the dominant group of the
Hungarian economy, although they enjoy a highly privileged
position based on material compensation. Balazs Vedres used
relational data on the network of interlocking directorates to
determine the centrality of banks. His conclusion was that banks
are central in Hungary to some extent, but they are connected to
companies with a significantly poorer performance.
The data was collected during the summer of
1997 in Hungary. The relational data depicts interlocks between
the largest 350 firms in the Hungarian economy, based on 1996
gross revenue. In selecting firms for inclusion in our relational
data set we relied on gross revenue as measure of corporate size
since presently equity, profit, and employment are an unreliable
index in the Hungarian economy. We distinguished two types of
interlocks. One type, management-board tie, was coded when an
upper-echelon manager of a firm served on the board of another
firm(s). We collapsed the two types of boards distinguished in
Hungarian Corporate Law: board of directors and supervisory
board. A second type, “board-board” connection, meant that an
individual served on the boards of two (or more firms). The
corporate data comes from a CD-ROM that contains the files of the
Hungarian Court of Registry. From the corporate files at the
Court the following data on corporate entities are available on
CD-ROM: managers, board members, designated activities, equity.
This data contains the name of the officer as well as his or her
address that make identification easier. This list contains
almost 8,000 names.
The data on members of parliament comes
from the official website of the Hungarian Parliament, which
currently has 365 members. For double-checking our findings, we
also relied on a data set that depicted the economic functions of
MPs. The data on high-level central bureaucrats comes from the
inner governmental telephone book of the Hungarian Government,
effective as of May, 1997. This latter list includes the
ministers, the political, economic and administrative secretaries
of state, department heads and deputy department heads of all the
ministries as well as central administrative agencies. This list
contains 1,500 names.
After a labor-intensive data manipulation
period, we created two matrices of the size 245*245. Out of the
350 firms, 19 ministries, 7 central administrative agencies, and
6 political parties we eliminated those which have no interlocks
with any of the other entities in the matrices. One of the
matrices, the management-board matrix, includes directed
relations from the management of a given firm to the board of the
interlocked firm. In the matrix, this means that a “1” was
put in the intersection of the row of the sending firm and the
column of the receiving one. Government bureaucrats and MPs were
serving on the boards of corporations we also included in this
matrix using similar notation. The another matrix,
“board-board” matrix, contained a similarly coded tie in the
lower diagonal between those firms that shared an individual as
their board member.
As a final step, we collapsed the separate
matrices of directional management-board and non-directional
board-board connections. This way, the final matrix contained all
the possible connections found within the largest firms as well
as central state institutions and parliamentary political
parties.
In the initial analysis, we sought to test
the theories of managerialism, crony capitalism, and elite
reproduction propounded above. At first glance, we could see that
the MPs are not particularly attractive targets for companies. Of
the 365 MPs only ten served as directors on the board of
companies. Of the ten MPs, five belonged to the current heir of
the former Hungarian Communist Party while the other five MPs
belonged to different parties. Although this bias would have
supported the thesis of elite reproduction, the overall low
number of MPs indicates that generally MPs are not widely present
on directorate boards. We further double-checked this finding by
examining the firms on which MPs served as officers. These were
usually small firms, focusing on developmental efforts in a
particular region or promoting a single goal (culture, education,
information diffusion).
The statist version of crony capitalism is
much more visibly supported by our data. Among the ministries the
presence of the officials of the Finance Ministry is clearly the
most visible, but there is a strong presence of administrators
from the Industrial, the Transportation and Communication, and
finally from the Agricultural Ministries as well. Furthermore,
officials enjoy directorships on firms that sectorally clearly
fall within the purview of their home ministries.
Finally, the proportion of managers on
company boards is strong, but it is impossible to simply assess
the managerial thesis by simply looking at the proportion of
managers on corporate boards. Generally, nothing comparable to
the American corporate culture of performance supervision by
owners, especially as it is exercised in the ‘90s, exists in
Hungary. The scope of the stock exchange is much smaller,
commercial loans represent the bulk of investment capital, and no
institutional owners (funds, venture capital, a developed bond
market) is yet present. Furthermore, neither quarterly reports,
nor a fascination with the bottom line are part of the Hungarian
corporate culture. Nonetheless, the companies whose board are
most characterized by the presence of managerial accomplices, are
the usual suspects of the Hungarian economy. For example, leading
the pack is a Hungarian, which, while the Hungarian bank sector
generally is posting improving results after four lean years,
almost foundered a year ago after a desperate run on its assets
by its depositors. The bank was finally bailed out by a handful
of companies still connected to the Hungarian state as well as
the deficit-ridden but freely spending national social security
fund that routinely receives huge state subsidies to prevent its
collapse.
The nested analysis of directorate interlocks
Throughout the paper our aim was to go
beyond simplistic descriptive analysis and substantiate the
various theories of post-communist economic transition. To this
end, we searched for an analytic strategy that let us investigate
these theoretical interpretations at the same time. Leaving
behind the terrain of descriptive analysis, we have decided to
proceed as if peeling of successive layers of an onion. The
purpose of this analytic strategy was to grasp the more minute
structure of typical company board compositions nested within the
larger interlocks running through the financial sector and the
state. This, then, means a nested positional analysis of the
interlocking structure of the Hungarian economy. More
specifically, after generating a positional image of the top of
the Hungarian economy, based on ties between firms as well as
firms and state institutions and political parties, we decided to
delete the political connections. In a further round, we decided
to delete the interlocks running through the financial sector.
This way, we hoped to seize the skeleton of ties between the
firms without those generated by financial and political
connections.
The first layer: connections to companies, politics and finance
In the first part of the analysis we have
used our full matrix with political and financial nodes included.
Our aim was to trace the diverse patterns of board compositions,
thus we have run a CONCOR analysis to distinguish groups of firms
with different patterns. We have partitioned our dataset to eight
blocks. In the following we will describe the patterns of this
first layer. (See figure 1.)
The first block represents the board
composition of companies tied to the state as partly or fully
state owned companies, with a representative of the State
Privatisation Agency (SPA) present on their board. These
companies are also tied to the Department of Industry. Members
from the Department of Finance and the Department of Transport
and Communication are also present occasionally. Finally, there
are several companies with board members from Budapest Bank as
well as FOTEX and Muszertechnika holding companies.
The second block represents a type
of board composition with a representative of the MOL Rt - the
monopoly Hungarian oil company - as well as the Department of
Finance. The companies here have in most cases connections to the
SPA companies of the first block.
The third block is overwhelmingly
dominated by the only Hungarian investment bank MBFB. Once again,
these companies also have connections to the SPA companies.
The fourth block consists of
companies with members from the Postabank, one of the largest
Hungarian bank, on their boards. These companies also have dense
connections to the SPA companies.
The fifth block is tied to the
Department of Agriculture and consists of mainly agricultural
companies. There are no connections to the SPA companies.
The sixth block is in the gravity
field of the MSZP, the majority coalition party in the
parliament. These companies have considerable number of
connections to the SPA companies.
The seventh block is a block of
agricultural companies that are tied to the fifth agricultural
block. These companies have no board members from the political
or financial sphere.
The eighth block is consisting of
separate diads or triads of companies isolated of the other
blocks.

Figure 1: the schematic graph of the first layer of the analysis. Blocks are labelled as B1 to B8.
The second layer: removing political connections
In the second phase of the analysis we
removed the ties to political actors. On the remaining matrix we
were attempting to find the typical pattern of board compositions
while keeping constant the effect of the state. (See figure 2.)
The first block is organised around
Kereskedelmi Bank, the second largest Hungarian bank. Some of
these companies also have board members from Budapest Bank,
another large bank.
The second block is the field of
PostaBank.
The third block consists of dyads
and triads of industrial (mostly metallurgical) and transport
companies. A large aluminium company and a bank have considerable
influence.
The forth block is dominated by
MBFB, an investment bank. Most of the companies here have
connections to the first block.
The fifth block has OTP Bank and
Corvinbank in its center. This is also a dense, cohesive group of
industrial companies.
The sixth block is an agrarian
block, in the center of which there is an agraricultural company.
The seventh block is also a cohesive
agrarian block with another central agricultural company. This
block is closely related to the sixth.
The eighth block consists of either
isolated or dyadically organised companies.

Figure 2: The schematic graph of the second layer of the analysis.
The third layer of the analysis: the network of companies
In this phase of the analysis we have used only the ties between non-financial corporations.
The first block is a block of
isolated nodes. These are the companies that have ties only to
the political and/or financial sphere.
The second block is a cohesive
subgroup of industrial companies (mostly heavy industry, power
plants) and trading companies.
The third block is an agrarian
block.
The fourth block is a sizeable field
of dyadically organised companies with some outgoing ties to the
second block. The only point of centralisation is a large
aluminium factory.
The fifth block is a dense and
centralised graph of mostly chemical and other heavy industrial
companies with the MOL Rt in the center.
The sixth block is a small and dense
agricultural block closely coupled with the third agricultural
block.
The seventh block is also a
dyadically organised industrial block with very little
centralisation around three holding companies.

Figure 3: the schematic graph of the third layer of the analysis
Our aim in the preceding blockmodelling
analysis was to grasp changes in the overall structure of
patterns of board composition. Blockomdelling the complete set of
ties results in a robust picture of distinct board patterns. Out
of the eight blocks, only one was characterized by an unorganized
dyadic structure with one fifths of the nodes. Running CONCOR
after eliminating political interlocks, the resulting blocks were
still robust and it was easy to recognize a distinct pattern
based on financial ties At this point though, roughly one third
of the firms shows an unorganized diadic pattern. Finally, the
blocks generated after the elimination of financial ties gets
even less organized, although it is still possible to recognize
patterns. More than half of the firms are isolated or part of
isolated dyads.
We have attempted to quantify the processes
described above. We followed the changes in three related
measures as we subsequently deleted political and financial ties.
These measures are the overall centralization of the network, the
relative number of cliques, and the proportion of ties.
overall centralization |
relative number of cliques |
proportion of ties |
N |
||
Out |
In |
||||
| Phase 1 | 16.80% |
5.70% |
0.42 |
3.41 |
245 |
| Phase 2 | 9.05% |
5.92% |
0.25 |
2.72 |
227 |
| Phase 3 | 9.73% |
3.28% |
0.11 |
1.89 |
189 |
Table 1: Measures of orderliness
All three measures capture the same trend,
that is, all these proxies for structural order fall twice as
much as would be proportionally expected.
The findings of our nested blockmodel
analysis provide support to some extent for the thesis of
political capitalism as well as that of financial hegemony.
Beyond these findings, we are disinclined to discard the theory
of managerialism as even after successive deletions of financial
and political ties, our blocks show a certain level of
orderliness.
The findings of our research prompts us to
carry out further investigation of the emerging Hungarian regime
of corporate governance. The extent to which this issue could be
resolved using quantitative methods requires a further
elaboration of our data. The most important issue here concerns
the exact process of board delegation, more specifically, whether
we should see boards members as actively recruited by firms or
sent specifically by owners. Including ownership ties in our data
increases the explanatory power of this analysis, as that way we
would be able to control for the situation where owners send
their managers to serve on the board of companies owned. After
that point, we are compelled to continue our investigations
following a more qualitative style of research. Another
interesting point guiding this research focuses on the
implantation of a foreign institution, the board of directors, in
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