Journal of Knowledge Management Practice, December 2005

Economic Culture Impacts On Knowledge Flows And Knowledge Sharing

Within Selected EU Countries

Rune Gulev, University of Primorska


ABSTRACT:

This study systematically investigates two dimensions through which economic culture can be measured and compared between four EU countries: Slovenia, a new Central European entrant into the EU, and Germany, Austria and Denmark, three longstanding EU members, and projects their respective impacts onto knowledge flows and knowledge sharing within MNCs.  The results confirm that there exists considerable differences in economic cultures between the four countries and that the differences have a direct impact on knowledge flows and knowledge sharing.  Most notably, a strong positive correlation was found between highly interpersonal and institutional driven cultures to promote knowledge sharing on a horizontal level.  Further evidence was found that highly subordinate economic cultures have a bias towards two-way knowledge flows on a vertical level.


Introduction

An expected repercussion of the generally accepted globalization phenomenon occurring throughout the world is a rise in the activity of national firms in foreign markets.  As the world decreases in size and borders, the desire and ability of firms to go international increase.  Consequently we observe a rise in the number of firms taking on the status of a Multi-National-Corporation (MNC) (Bhagwati, 2004; Lechner & Boli, 2004) and venturing abroad in the attempt to reap profits peripheral to their home market.

This is especially true for countries within free trade arenas like the European Union (EU), where the conditions for local companies to expand internationally are vast and often encouraged through foreign direct investment (FDI) incentives and a lessening of visible trade barriers.  However, as is evident from the countless number of failed international ventures throughout Europe and the world, other barriers remain that are less visible and harder to remove.  The ability to successfully manage an international headquarters – subsidiary relationship (HSR) across a multitude of these, at first, imperceptible barriers, is not an uncomplicated process and requires managers of multinational corporations to adhere to several simultaneous, yet conflicting, demands relating to cross-market integration, national responsiveness and worldwide learning (Bartlett et al, 2004).

A large number of survey projects and research of a multicultural nature address these issues and have been published throughout the recent past (e.g. Trompenaars & Hampden-Turner, 2004; Trompenaars & Woolliams, 2003; Throsby, 2001; Schneider & Barsoux, 1999; Sachs, 2000; Mattock, 1999; Martin, 1992; Inglehart, 1997; Holden, 2002; Hofstede & Hofstede, 2005; Hofstede, 2001) which suggests that the topic is recognized as being of major importance to the success of international business.

The present study attempts to build on the work of these authors by systematically linking variances in economic culture across four EU countries to respective variances in knowledge flows and knowledge sharing.  Specifically, the economic cultures of three longstanding EU members: Germany, Austria and Denmark, are projected against the economic culture of a new EU entrant, Slovenia, which has long been recognized as being one of the most economically advanced transition economies and has displayed significant growth in the recent years (Jaklic & Svetlicic, 2003; Novak, 2003).

The Economic Culture Perspective

Upon the enlargement of the EU with ten new members in 2004, the multitude of cultural variances within the union increased by roughly the same amount, with each new country bringing its own specific set of cultural and business intricacies that further extended the cultural variance spectrum within the common market.  Zver et al (2004) propose that there now exists a significant economic culture gap within the EU between Central and Eastern European Countries (CEECs) that have recently joined the EU and longstanding EU members.

In an effort to depict this gap, two dimensions through which economic culture can be measured have been assembled in order to portray variances, pertinent to economic culture, between the four analyzed countries.  The rationale is to understand how these variances influence the management of the HSR and in the end, the effectiveness of knowledge sharing and knowledge flows within the multinational organization.

The two dimensions absorb economic and business values that exist within the national culture of a country and represent values germane to Slovenia’s, Germany’s, Austria’s and Denmark’s economic cultures.  They build on the work of several authors (Hall, 1981; Hofstede & Hofstede, 2005; Hofstede, 2001; Hofstede, 1997; Hofsted, 1984; Herzberg et al, 1993; Hardin, 2002; Levi, 1996) contributions to variances in, and definitions of, national culture.  The usefulness of the two economic cultural dimensions (termed “drivers” from here on) becomes apparent when benchmarking an individual country’s economic culture against the others.  This allows for comparisons between countries and visible results to be ascertained which sets the stage for succeeding arguments about the management of international HSR, knowledge flows and knowledge sharing.

The two drivers measure the extent to which the workforce of a country is inclined to be biased towards a specific preference of economic cultural values and probe specifically into cultural particularities germane to European countries.  Polarities within each driver and their interpretation are as follows:

1.      Authority driven vs. subordinate driven - the extent to which employees revere their superiors opposed to revering co-workers

2.      High vs. low levels of Interpersonal trust driven and institutional trust driven -  the extent to which employees are receptive to inputs stemming from people and from institutions or systems

To quantify the degree to which the sample countries are polarized within each driver, numerous sources of differing data from the European Values Study (EVS) provided reliable indicators on several comparable and related themes within economic culture. The European Values Study is a large-scale, cross-national and longitudinal survey of moral, religious, political and social values. The survey was designed to investigate the nature and inter-relationship of value systems, their degree of homogeneity, and the extent to which they are subject to change across time.

The first driver draws heavily from the power distance theories of Hofstede & Hofstede (2005) and Hofstede (2001; 1997; 1984) and strives to examine the variances in boss – subordinate and subordinate – subordinate relationships that exist in various cultures and organizations.  Viewed as a spectrum on which a culture is either authority driven or subordinate driven, authority driven employees tend to greatly revere their managers who consequently have a great impact on the actions of their subordinates.  In comparison, subordinate driven employees, who revere managers and co-workers equally, do not give a special bias towards the inputs stemming from managerial sources and consequently do not automatically comply with managers orders but retain the ability to question the logic or motives behind a particular action.  In essence, this implies that subordinate driven employees are affected by their managers and the managers are affected by the subordinates, whereas authority driven employees are mainly affected by their superiors but the superiors are only mildly affected by the inputs generated by the subordinates.

This driver is marked by interdependency between managers and subordinates; if managers act in a particular way, the subordinate will react accordingly.  Consequently, the extent to which an organization is authority driven or subordinate driven depends on the interactions between managerial and subordinate parties from the outset and on the values brought into the organization from the start.

Distinctive features of authority driven cultures are centralization of power, hierarchical and tall organizational pyramids, little questioning of authority, inequality being accepted, diminutive levels of trust and a comparatively low qualification of the lower strata of employees.  Contrarily, subordinate driven cultures are based on equal rights and a high level of cooperativeness, less centralization of power and flatter organizational pyramids, low levels of supervisions and a comparatively high qualification of the lower strata of employees.

The following EVS statistics have been utilized to measure the extent to which the sample countries are biased towards authority driven cultures or subordinate driven cultures:

¨      The extent to which an increase in respect for authority would be viewed positively

¨      The extent to which employees are free to make decisions at work without consulting with their managers

¨      The extent to which a manager’s orders must always be followed

The results indicate that Germany and Slovenia are the two most authority driven cultures with scores of 7.23 and 6.03 respectively, while Denmark and Austria are the least capitalistic driven cultures, or most subordinate driven cultures, with scores of 5.27 and 4.6 respectively (see Figure 1).

Figure 1. Authority Driven Levels For The Four Sample Countries

The second driver differentiates itself from the previous driver as it does not measure the extent to which there is a bias towards interpersonal trust opposed to institutional trust.  The reasoning for this is that there may be a causal relationship between institutional trust and generalized trust in people which implies that this driver cannot be measured along an interpersonal trust – institutional trust continuum as the two variables can be, and most likely are, interdependent.  Consequently, a decrease in institutional trust would not necessarily induce an increase in interpersonal trust thus thwarting the ability to contest these two variables against each other.  To overcome this predicament, the two variables are measured independently on a high – low spectrum to yield impartial results about employee receptiveness towards interpersonal and institutional inputs.

The driver components are based on Hardin’s (2002) and Levi’s (1996) contemplations about the levels of trust that may be sustained and fostered within certain institutions and within people.  As such, it seeks to measure the amount of confidence employees retain towards their fellow employees and the magnitude of confidence allocated to institutions or systems.  Interpersonal trust is grounded in the experiences employees have with each other and the familiarity that has been built.  However, employees high on interpersonal trust will extend this mindset to encompass trusting strangers as well because the belief that people in general can be trusted is strong.  Institutional trust is based on the theory that institutions provide reliable sources of input that are less likely to be tainted by individual motivations or perceptions which therefore increase its credibility and allow for deeper allocated levels of trust.

Interpersonal trust driven characteristics include having assurance and conviction along with high levels of confidence and loyalty in fellow employees.  Institutional trust characteristics also bear remnants of high levels of assurance and confidence but are directed towards institutional sources that are less likely to be biased.

To quantify the extent to which the sample countries rank high or low on institutional trust and interpersonal trust, one EVS statistic that directly measures the intensity of interpersonal confidence has been utilized and three EVS statistics have been applied to measure the intensity of institutional confidence in three different systems:

¨      The extent to which employees feel that other people can be trusted (interpersonal)

¨      The extent to which employees trust parliamentary systems (institutional)

¨      The extent to which employees trust the social security system (institutional)

¨      The extent to which employees trust the justice system (institutional)

The weighted scores expose that Denmark is by far the most interpersonal and institutional trust driven culture (6.93) followed by Austria (4.87) and Germany (4.25).  Slovenia ranks as the least interpersonal trust and institutionally trust driven (3.17) (see Figure 2).

Figure 2. Interpersonal And Institutional Driven Levels For The Four Sample Countries

It is rewarding to view this particular graph along another dimension as these two aspects, institutional and interpersonal confidence, work in conjunction with another opposed to contesting each other as the previous driver does.  As such, they can be plotted on a scatter-gram (see Figure 3).

Figure 3. Interpersonal And Institutional Driven Levels For The Four Sample Countries With Trend Line

The International HSR Management Perspective

A further source of research helps explore aspects of vertical knowledge flows (those occurring between Headquarters and its subsidiaries) and horizontal knowledge sharing (that which occurs between co-workers of similar status) within the HSR.  The rationale is to prepare these knowledge aspects to be linked with variances in economic culture.

A key aspect of promoting knowledge flows within MNCs is to foster an environment of openness and support for cross-fertilization of ideas and implementation of best practices (Dowling & Welsch, 2004).  The obstacles to achieving this are manifold and relate mainly to cognitive (thinking, reasoning, remembering) and motivational challenges that inherently hamper key elements crucial in the empirical development of an integrated understanding of knowledge dispersement within the MNC (Mahnke & Pedersen, 2004).

Consequently, the extent to which the cognitive and motivational challenges negatively impact vertical knowledge flows is dependant on the qualifications of the employees within the organization and the pro-knowledge sharing environment established among the co-workers.  As previously established, the upper and especially lower strata of employees within subordinate driven organizations tend to be highly qualified and retain the ability to dispute managerial decisions while simultaneously harbouring a pro-knowledge sharing environment based on equal rights and a high level of cooperativeness between administrative levels.  This positively impacts the extent to which organizational members can and will influence the actions and thoughts of their superiors.  Thus, a prediction towards a positive relation in Austrian, and in part, Danish MNCs to foster two-way vertical knowledge flows (as a result of being subordinate driven) and a prediction in German and, in part, Slovenian MNCs to create one-way vertical knowledge flows (as a result of being authority driven).

Hypothesis 1: Vertical knowledge flows in Austrian and, in part, Danish MNCs are predominantly two-way, from headquarters to the subsidiaries and vice versa, whereas German and, in part, Slovenian MNCs have comparatively greater extents of one-way knowledge flows from headquarters to the subsidiaries.

The knowledge sharing disposition on a horizontal level is fundamentally a property of the composition of individualistic employee traits as individuals embody the behavioural rudiments associated with knowledge sharing.  These inherent rudiments vary in accordance to interpersonal and institutional driven preferences and influence the deployment levels of tacit and explicit knowledge.  Therefore, it is expected that organizational compositions of highly interpersonal trust driven employees intrinsically maintain a tacit knowledge flow predisposition whereas institutionally driven employees sustain explicit knowledge inclinations.  This prediction is based on the former involving higher levels of unconscious knowledge transfer that act as tacit knowledge breeding grounds and the latter being the result of repetitive and systematic knowledge transfer situations.  However, since these two drivers are not mutually exclusive, it is conceivable to have simultaneous high levels of institutional and interpersonal trust driven employees in one organization and simultaneous low levels of institutional and interpersonal trust driven employees in another which would induce high and low levels of horizontal knowledge sharing, respectively as high levels of interpersonal and institutional trust act as knowledge sharing catalysts, albeit in two different forms.

Hypothesis 2: Horizontal knowledge sharing will occur to a lesser extent in Slovenian MNCs compared to German, Austrian and especially Danish MNCs as a result of lower levels of institutional and interpersonal trust within the Slovenian economic culture. 

The Study

The empirical data for this research was collected as a part of a larger project researching a total of 4 economic cultural drivers and five management aspects.  The data was extracted from 54 subsidiary managers from 10 MNCs which were taken to typify large (over 300 employees) and successful (at least 10 years of profitability) companies.  The MNCs were spread over two industries, pharmaceutical and manufacturing, with 40% of the MNCs being Slovenian, and the remaining 60% roughly equally distributed between the German, Austrian and Danish MNCs.  Each country had at least one representative MNC in each industry.  Data collection was mainly conducted through questionnaires although follow up interviews via telephone and in person were conducted in a select number of MNCs.  The questionnaires and interviews probed the intricacies of the subsidiary’s perception of knowledge flows and knowledge sharing, and economic culture aspects. 

The questions pertaining to vertical knowledge flows pivoted around the extent to which strategic information streamed vertically between Headquarters and its subsidiaries and between subsidiaries and the Headquarters.  The respondents were also given the opportunity to directly express whether they felt knowledge was flowing one-way opposed to two-ways within their organization.  The questions related to horizontal knowledge sharing focused on the extent to which sharing of knowledge occurred horizontally, between intra-co-worker and intra-manager environments.  These questions also probed the extent to which the respondents were biased towards explicit and tacit knowledge sharing means by questioning their regular knowledge sharing methods.  The respondent’s answers to the questions were scaled against each other for ease of comparison.

In order to gauge the actual respondent’s economic culture fit with the predictions of the EVS, the questionnaire first sought to identify how he or she valued certain characteristics pertinent to the economic culture drivers that this study pivots around.  This was necessary as it verified that the underlying premises from which the hypotheses were made were still valid.  Succeeding questions probed the perceptions of the HSR along management dimensions within the realm of horizontal knowledge sharing and vertical knowledge flows that the economic culture influences.  The questionnaire consisted of multiple-choice closed-ended questions, five point Likert scale questions and normalized 10 point preference scaling questions.  These facilitated point accumulation methods, which made it possible to compare stances on the different aspects of the HSR.

Two separate methods of empirical data analysis were utilized in order to validate the results. Spearman rank correlation tests were used to determine the direction and strength of the individual relationships between economic culture and vertical knowledge flows and horizontal knowledge sharing found at each surveyed MNC.  Standard linear correlation tests were used to directly quantify the association levels between economic culture and knowledge variables without assigning rank values (as Spearman Rank Correlation tests do) but by using weighted averages.  Together, they provide compared and direct correlation results, respectively.

Finaly, in a survey of this nature that gauges soft values and perceptions among several countries, it is not rewarding to regard the data from each country on various subjects as the decisive truth – the data does not permit for such a degree of precision.  It is the broad contrast between high and low scores that ultimately validate connections between economic culture and HSR management.  Consequently, in situations where one or two of the survey countries is not polarized at an economic culture extreme, it was omitted from the standard linear correlation hypothesis testing as its economic culture score was too neutral to justify any predictions.  The omitted country data is however considered further on during Spearman rank correlation tests and when attempting to build credibility to the trends emerging from the hypothesis.

Results and Analysis

Results regarding the fit of the respondents’ economic culture with that of the EVS revealed similar, although not identical, patterns.  Most notably, the Danish respondents’ economic culture pertaining to being interpersonal and institutional driven dropped 4.6% from the EVS forecast whereas all other countries increased by an average of 13.6% (see Figure 4).    However, the country rankings are nevertheless in completely accordance with the EVS as Denmark still ranks most interpersonal and institutional driven followed by Austria, Germany and finally, Slovenia.   Furthermore, the Danish and German respondents’ scored considerably less authority driven, or more subordinate driven, than the EVS indicated while the Slovenian and Austrian authority driven scores were almost identical to the EVS.  However, it is not the exact values of each countries’ economic culture score that is of cardinal importance but rather their comparative standings as only those validate the sought for knowledge sharing and knowledge flow connections.

Accordingly, although the exact values of the economic culture scores vary from the EVS predictions it is not to a detrimental extent as the comparative standings are still remarkably similar.  In fact, because the patterns of the comparative standings are so similar, it actually reaffirms the alignment of the respondents’ stances on economic culture to that of the EVS, thus providing an even stronger base for HSR knowledge sharing and knowledge flows connections to be made.   The slight alterations do therefore not have a significant bearing on the premises from which this study begins and the validity of the hypotheses remains.

Figure 4. Comparison Of Authority Driven And Interpersonal & Institutional Driven Stances Of Surveyed Mncs With EVS.

 

 

 

 

 

 

 

 

 

 


Results regarding hypothesis 1 provide support, although not overwhelmingly strong, for the theory.  All countries’ MNCs ranked as having a predominant use of two-way vertical knowledge flows between Headquarters and its subsidiaries (all MNCs averaged above mean score of 5: Germany: 5.21, Slovenia: 6.39, Austria: 6.5, Denmark: 7.46).   For the standard direct linear correlation tests the Danish MNC results were omitted as its neutral economic culture score did not allow for valid knowledge flow pattern predictions.   Testing the three remaining countries’ MNCs reveal a direct negative linear correlation between scoring highly authority driven and having comparatively lower levels of vertical two-way knowledge flows than the highly subordinate driven countries (see Table 1).  All countries’ MNCs, with the exception of Denmark’s, which appear to maintain extremely high levels of two-way knowledge flows in view of its neutral economic culture stance, act in accordance with this trend.  A possible explanation for the Danish MNC’s trend deviation can be clarified through closer examination of the current economic culture levels within the surveyed Danish MNCs.  The Danish authority driven economic culture stance, according to the empirical data, was extremely low (3.9) which ranked the Danish MNCs as the most subordinate driven of the surveyed MNCs (ahead of Austria).  Consequently, using the empirical data, the Danish MNCs do act in full accordance with the standard linear correlation tests as the extremely low level of authority driven economic culture appears to be negatively correlated to extremely high levels of two-way knowledge flows.

The spearman rank correlation test reveals a weak negative correlation (-0.38) between the level of authority driven economic culture and two-way knowledge flow levels tested at a 95% confidence interval for all the countries’ MNCs.  Accordingly, the hypothesis is confirmed as there does appear to be an association between high levels of subordinate driven preferences and greater inducement of vertical two-way communication and vice versa.  This insinuates the more autonomy an employee feels she is empowered with, the more likely she is to communicate in various directions, including upwards.

 

 

Authority driven

Level of two way knowledge flows

Germany

7.23  (6,04)

5,214

Slovenia

6.03  (5,87)

6,384

Denmark (omitted)

5.24  (3,90)

7,458

Austria

4.6  (4,58)

6,5

 

 
Table 1. Authority Driven Levels In Relation To Knowledge Flows

 

 

 

 

 

 

 

Results in ( ) represent the empirical equivalent

Results regarding hypothesis 2 provide strong, unanimous support for the theory.  The standard direct linear correlation tests reveal a uniform pattern for all the analyzed countries’ MNCs using the EVS data and the empirical economic culture data.  As interpersonal and institutional levels decrease, there is a corresponding decrease in horizontal knowledge sharing levels (see Table 2).  However, it is noteworthy to recognize that when using a trend line as an indicator of economic cultural alignment with aptness to knowledge sharing, it appears that the Austrian data does not fully comply with the theory (see Figure 5).   The Austrian MNC’s knowledge sharing levels are almost as high as the Danish MNCs despite Austria’s economic culture being considerably less interpersonal and institutionally driven.  This foils any attempts at making direct linkages between high and low traits of interpersonal and institutional driven tendencies and knowledge sharing levels using the standard linear correlation test, but does allow for generalizations in relation to broad contrasts in highly interpersonal and institutional driven stances compared to low interpersonal and institutional driven stances.  Furthermore, the Spearman Rank Correlation tests reveal a strong positive correlation (0.69) between organizational interpersonal and institutional driven levels and horizontal knowledge sharing tested at a 95% confidence interval for all the countries’ MNCs.  Together, the direct linear correlation tests and the Spearman Rank Correlation test advocate that there is a direct correlation (although not perfectly linear) between high levels of interpersonal and institutional trust driven employees and their proneness to share knowledge with their colleagues and implies that the qualities an individual with high interpersonal and institutional trust driven tendencies have promote knowledge sharing within an organization. 

Table 2. Level Of Interpersonal And Institutional Trust Driven Levels In Relation To Knowledge Sharing

 

 

Level of int. & inst. trust

Knowledge sharing

Denmark

6.93 (6.47)

8,595238095

Austria

4.87 (6.18)

8,55

Germany

4.25 (5.25)

7,40625

Slovenia

3.17 (4.95)

6,1875

 

 
 

 

 

 

 

 

 


Results in ( ) represent the empirical equivalent

 

 
Figure 5. Knowledge Sharing In Relation To Trust

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

The four surveyed countries’ MNC’s utilization of tacit and explicit knowledge sharing methods also reveal interesting insight.  Although it is not possible to gauge the extent to which the respondents are either interpersonal or institutional trust driven (since they complement instead of contest each other), it is possible to project high and low levels of interpersonal and institutional trust driven stances against explicit and tacit knowledge form usages.  In doing so, a strong pattern emerges that suggests that explicit knowledge forms go in accordance with highly interpersonal and institutional trust driven economic cultures and tacit knowledge forms correlate to low levels of interpersonal and institutional trust (see Table 3).  This lends support to the theory that the higher the levels of interpersonal and institutional trust driven an organization is at, the more likely it is to be biased towards explicit, rather than tacit, knowledge forms.

Table 3. Correlation Between Interpersonal & Institutional Trust And Explicit & Tacit Knowledge

 

 

Level of int. & inst. trust

Knowledge sharing expressed in terms of explicit (E) and tacit (T) percentages

Denmark

6.93 (6.47)

E=77%, T=23%

Austria

4.87 (6.18)

E=71%, T=29%

Germany

4.25 (5.25)

E=45%, T=55%

Slovenia

3.17 (4.95)

E=42%, T=58%

 

 
 

 

 

 

 

 

 

 


Results in ( ) represent the empirical equivalent

Conclusion

The study shows that there are some direct linkages between authoritarian and interpersonal & institutional economic cultures on vertical knowledge flows and horizontal knowledge sharing within MNCs.  Evidence, although not pristine, was found that vertical knowledge flows are influenced by the extent to which MNCs are authority vs. subordinate driven.  Highly subordinate driven MNCs tend to have a bias towards two-way knowledge flows and highly authority driven MNCs utilize smaller extents of two-way knowledge flows.  Further strong evidence was found that supports that the level of knowledge sharing has a positive correlation to the MNCs interpersonal and institutional economic cultural stance; high levels of interpersonal and institutional driven preferences induce more horizontal knowledge sharing.

The results of this study provide further nourishment for researchers and practitioners who subscribe to the notion that national management models do persist in Europe (see also Klarsfeld & Mabey, 2004) and that Knowledge based organizations are influenced, in multiple ways, by variances in economic cultures.  Although the results of this research do not provide indications that Eastern and Western European economic culture and HSR management are continuously at opposing poles, it does imply that the Slovenian economic culture and consequent HSR management in relation to knowledge sharing and knowledge flows substantially differ, in some ways, to the three longstanding EU members also included in this survey.  This could further complicate the manner in which Slovenian EU integration occurs and the mode through which Slovenian international companies can reap economic gains through the common market.

The purpose of this research is not to suggest that an increase in knowledge flows and knowledge sharing would gain MNCs across EU countries; the benefits to non-knowledge intensive MNCs would not outweigh the costs thereby making increases unproductive, but rather to allow for alignment of knowledge sharing and knowledge flows with the mindset of the employees’ economic culture within each EU country.  The various levels of intensity at which knowledge flows and knowledge sharing can be successfully practiced are numerous.  Thus, it is advisable for the international MNC manager to acknowledge the intricacies of the various economic cultures within the operations of the MNC so to stay abreast with the knowledge flows and sharing methods that best conform to the mentality and economic culture of the employees.  

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About the Author:

Rune Gulev is a Danish PhD candidate currently conducting research in international management and cultural variances between European countries at the University of Primorska, Slovenia. 

Contact: Rune Gulev, Velusckova 6, 6310 Izola, Slovenia; Tel: 00386 (0)41 961 861; Email: thegulev@rocketmail.com