Научная статья на тему 'Import Dependence and Import Substitution in Russian Manufacturing: A Business Viewpoint'

Import Dependence and Import Substitution in Russian Manufacturing: A Business Viewpoint Текст научной статьи по специальности «Экономика и бизнес»

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import of products / technologies / and services / import dependence / import substitution / Russian industry / technological level of production / firms’ behavior

Аннотация научной статьи по экономике и бизнесу, автор научной работы — Yury Simachev, Mikhail Kuzyk, Nikolay Zudin

This study evaluates the import dependence of Russian industrial firms and analyzes the ‘switch’ to using Russian products and technologies in the context of their availability and firms’ interest in them. The main information source for the study was a survey of company executives conducted in September-October 2015. The obtained results suggest that in quantitative terms the import consumption levels for manufacturing industries in Russia are relatively small, especially compared with the corresponding levels of Western European countries. At the same time, about two thirds of the surveyed companies are significantly dependent on imports, primarily imports of machinery and equipment. The main reason for the use of imports is the absence of Russian analogues. If they are present, there are problems with the low quality of those Russian analogues and the fact that they are not in line with the client’s technological requirements. In general, a higher level of import dependence is typical of high-tech and successful companies, which means that these companies are the most vulnerable to any import restrictions. The current import dependency level does not satisfy many companies which forces them to try to reduce this dependency: mostly it takes the form of switching to national suppliers, slightly less often — import diversification. The Russian import substitution policy is associated with an attempt to revive, modernize or create the missing production elements in the national economy, i.e., it is essentially vertical. However, in the absence of close work with the horizontal measures, such as the development of certain critical technologies, the formation of new areas of knowledge and filling previously missing science competences, such a policy is characterized by a ‘limited shelf life’, constant lag, with a focus primarily on the price competitiveness. All this generates an expansion of an economy that is highly sensitive to currency fluctuations. A proactive import substitution policy linked to new emerging markets is needed.

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Текст научной работы на тему «Import Dependence and Import Substitution in Russian Manufacturing: A Business Viewpoint»

Import Dependence and Import Substitution in Russian Manufacturing: A Business Viewpoint

Yury Simachev a

Chief Researcher, ysimachev@yandex.ru.

Mikhail Kuzyk b, c

Head of Division, and Senior Researcher, kuzyk@iacenter.ru.

Nikolay Zudin b, d

Expert, n.zudin@csr.ru.

a Institute for Statistical Studies and Economics of Knowledge, National Research University Higher School of Economics, 20 Myasnitskaya str., 101000 Moscow, Russian Federation.

b Interdepartmental Analytical Center, P.O. Box 35, 31/29 Povarskaya str., 121069 Moscow, Russian Federation.

c Institute of Applied Economic Research, Russian Presidential Academy of National Economy and Public Administration, 82 / 1 Vernadsky prospekt, Moscow 119571, Russian Federation.

d Center for Strategic Research, 10 Vozdvizhenka str., 125009 Moscow, Russian Federation.

Abstract

This study evaluates the import dependence of Russian industrial firms and analyzes the 'switch' to using Russian products and technologies in the context of their availability and firms' interest in them. The main information source for the study was a survey of company executives conducted in September-October 2015. The obtained results suggest that in quantitative terms the import consumption levels for manufacturing industries in Russia are relatively small, especially compared with the corresponding levels of Western European countries. At the same time, about two thirds of the surveyed companies are significantly dependent on imports, primarily imports of machinery and equipment. The main reason for the use of imports is the absence of Russian analogues. If they are present, there are problems with the low quality of those Russian analogues and the fact that they are not in line with the client's technological requirements. In general, a higher level of import dependence is typical of high-tech and

successful companies, which means that these companies are the most vulnerable to any import restrictions.

The current import dependency level does not satisfy many companies which forces them to try to reduce this dependency: mostly it takes the form of switching to national suppliers, slightly less often — import diversification. The Russian import substitution policy is associated with an attempt to revive, modernize or create the missing production elements in the national economy, i.e., it is essentially vertical. However, in the absence of close work with the horizontal measures, such as the development of certain critical technologies, the formation of new areas of knowledge and filling previously missing science competences, such a policy is characterized by a 'limited shelf life', constant lag, with a focus primarily on the price competitiveness. All this generates an expansion of an economy that is highly sensitive to currency fluctuations. A proactive import substitution policy linked to new emerging markets is needed.

Keywords: import of products, technologies, and services; import dependence; import substitution; Russian industry; technological level of production; firms' behavior.

DOI: 10.17323/1995-459X.2016.4.25.45.

Citation: Simachev Y., Kuzyk M., Zudin N. (2016) Import Dependence and Import Substitution in Russian Manufacturing: A Business Viewpoint. Foresight and STI Governance, vol. 10, no 4, pp. 25-45. DOI: 10.17323/1995-459X.2016.4.25.45.

The focus of the import substitution strategy currently being implemented in Russia is the manufacturing sector. There are two main reasons for prioritizing these government policy objectives: the deteriorating international situation and the related risks (some of which have already materialised) of discontinued imports of products, technologies, and services Russian companies need, combined with the officially recognised high import dependence of a whole range of Russian industries.

Theoretical approaches to import substitution evolved in the scope of the structuralist and neo-Keynesian schools of thought1. The structuralist approach is based on a division of the global economy into a centre and periphery. The import substitution policies of 'peripheral' countries were seen as a means of overcoming their lagging behind, and reducing their economic dependence on the industrially developed 'centre' [Prebisch, 1950; Cristobal, 1990; Franko, 2007]. Meanwhile neo-Keynesians consider substituting imported manufactured products with locally produced ones the key driver of economic growth [Chenery, Syrquin, 1975]. Criticism of import substitution policies in most cases is aimed at their structuralist versions — when trying to overcome dependence on industrially developed countries, governments of 'peripheral' ones fell into the extreme of autarkic industrial development, and in their desire to make the economy self-sufficient, they ignored the advantages offered by international division of labour [Baer, 1972; Bruton, 1998].

A rich practical experience of implementing import substitution policies has been accumulated by now, not just in developing, but also in industrially developed, countries as well. For the former, such policies commonly serve "catch-up" industrial development purposes, striving to reduce the economic and technological dependence on the leading nations of the world — which brings them into the domain of structuralist approaches. Some of the developed countries pursuing import substitution policies are trying to step up socioeconomic development on the regional and local levels; one of the best examples is the US (see, e.g., [Kwon, 2010; Kurre, 2011]). The re-industrialisation initiated by the US and the EU is directly related to this issue; the so-called reshoring became its major component after the 2008-2009 recession. This is the practice of bringing major corporations' production facilities back to their home countries. This trend became the strongest in the US, where it was actively supported by the government, which believes it contributes to job creation and gives an extra impulse to economic growth [Irisova, 2013; Panicz, 2015; Pobyvaev, Tolkachev, 2015]. On the whole, industrial nations' approach to import substitution is leaning towards the neo-Keynesian theory.

The implementation of large-scale import substitution policies in Latin American countries is commonly seen as a classic example of the (initially) predominantly structuralist approach2. Argentina was the pioneer here, having started to pursue relevant policies in the mid-1940s, followed by several other countries in the region. Initially import substitution was mainly promoted in consumer industries which did not require major investments or advanced (in global terms) competencies, such as textile, light manufacturing, and food industries. Subsequently import substitution support was extended to more capital- and knowledge-intensive industries and sectors too. In addition to implementing various preferential and protectionist measures, the governments of certain countries, in particular of Brazil, made a lot of effort to bring in foreign investments. Major international companies and transnational corporations were actively drawn into large-scale long-term investment projects which implied the localisation of production and technology transfer [Baer, 1972; Debowicz, Segal, 2014; Kravchenko, 2015; Vatolkina, Gorbunova, 2015; Kozyreva, Novikova, 2015].

Though certain measures had a negative impact on industries and sectors not considered high priority, the results of the first stage of import substitution policy implementation in Latin American countries were favourable. The previous signs of stagnation were replaced by noticeable growth; the share of manufacturing industries in these nations' economies increased; and the quality of life improved. The success of Latin American countries prompted China, India, and certain Sub-Saharan African countries to adopt similar policies in the 1960s [Bruton, 1998; Kwon, 2010; Vatolkina, Gorbunova, 2015; Kozyreva, Novikova, 2015].

However, by the mid-1970s the positive results of import substitution policies, largely accomplished by saturating the domestic market and attracting foreign investments, were beginning to be increasingly eclipsed by negative effects later collectively referred to as the 'import substitution syndrome' [Bruton, 1998]. Excessively selective protectionism, and the irrational selection of sectors and industries that would receive priority support, frequently without considering their comparative advantages, resulted in 'greenhouse' conditions created for certain industries (and especially for specific companies), which turned into barriers hindering the flow of capital from inefficient production firms to efficient ones. Combined with an excessively strong focus on domestic demand, this resulted in locally made products' loosing global competitiveness. Also, due to import substitution policies' priorities skewed in favour of capital-intensive sectors, demand for financial resources significantly increased. Such resources primarily

1 Certain authors, though, derive import substitution theory from early mercantilism [Animitsa et al., 2015], with its insistence on limiting product imports.

2 Note that one of the founders of the structuralist school, Raúl Prebisch, played a major role in shaping and implementing this policy as head of the UN Economic Commission for Latin America in the 1950s and early 1960s [Franko, 2007].

came from revenues generated by traditional sectors of the economy, in particular agriculture (mainly by exporting their products), and from foreign investments and loans. However, the regular expropriation of the traditional sectors' revenues, without paying due attention to their development, resulted in their gradual weakening, while the recession in developed countries had a negative impact on the availability of financial resources for developing countries [Bruton, 1998; Rodrigues, 2005; Kwon, 2010; Zilberman, Strovskiy, 2009; Bodrunov, Rogova, 2014; Vatolkina, Gorbunova, 2015; Kravchenko, 2015]. In the 1980s the 'import substitution syndrome' in various Latin American, Sub-Saharan African, and Asian countries (in particular India) became a major factor in the deterioration of the economic situation, a large-scale production slump, hyper-inflation, debt crisis, and social tension. All this prompted national governments to abandon 'heavy' import substitution policies and adopt a new, revised development model which provided for the liberalisation of foreign trade, promoting exports and direct foreign investments, and reducing the role of the state in the economy (including reduced direct public support and large-scale privatisation) [Bruton, 1998; Narula, 2002].

Many see the experience of a number of East Asian countries, first of all the so-called Asian Tigers (Taiwan, South Korea, Singapore, and Hong Kong), where import substitution in effect was only an element of comprehensive government policies to encourage and promote exports, as an alternative to the Latin American countries' import substitution policies (especially their second 'heavy' stage). The aforementioned Asian countries' governments concentrated on promoting high-tech industries, creating a favourable business environment, and investing in industrial infrastructure and education. It can be argued that at the core of this development model was the focus on external markets, and using national competitive advantages to the greatest extent possible. At the same time, various countries' specific policies were quite different. For example, South Korea and Taiwan significantly limited foreigners' opportunities to invest in priority sectors of their economies, and actively implemented protectionist policies. In Singapore and Hong Kong, on the contrary, there were practically no limitations on direct foreign investments, while these countries' governments concentrated on developing infrastructure. The steps they took helped to increase the competitiveness of the nations' industries on the global economy, significantly diversify the national economies, increase exports, and ultimately achieve sustainable economic growth [Bruton, 1998; Narula, 2002; Amsden, 2004; Zhu, 2006; Ogujiuba et al., 2011; Kondratiev, 2014; Demidenko, 2015].

On the whole, the government promotion of import substitution in Latin American countries provides an example of a vertical industrial policy, while relevant national strategies implemented by the Asian Tigers can be seen as a horizontal industrial policies3.

Approximately a year and a half after the relevant policy was announced in Russia, the authorities' declarations gradually became more clear and practically oriented. The most noticeable step along this way was the Russian Ministry of Industry and Trade's approval of import substitution action plans for 20 industries, mostly in the mechanical engineering sector (19 of them are civilian,4 and the conventional weapons industry is an extra5). Contrary to the title, the bulk of the plans' content is not a description of specific actions but lists of, in total, about two thousand products and technologies which are supposed to be substituted with Russian analogues. Industry-specific plans are currently being reconsidered, i.e. a small number of top-priority projects is being selected to provide massive public support to, mostly using existing mechanisms and tools. However, there are examples of new support mechanisms being developed, focused (exclusively or mostly) towards import substitution, or of existing government policy tools being adapted to better suit relevant objectives. Such new mechanisms include6 special investment contracts between the state and investors, aimed at setting up, upgrading, or launching the production of manufacturing products, in particular those currently unavailable in Russia7. Government funding is provided to cover the costs of participants in industrial clusters set up to implement joint import substitution projects8. An example of existing tools' adaptation is the restructuring of the Russian Foundation for Technological Development: import substitution in effect became the priority objective of the new Industrial Development Fund created on its basis. Note also a tendency to support import substitution-related projects which became apparent in activities of certain other development institutes such as the Foundation for Assistance to Small Innovative Enterprises and Vnesheconombank — which is at least reflected in their published reports.

The current attempt to implement an import substitution policy in Russia is certainly not the first one. In particular, since the late 1990s the government has tried to bring leading international companies to the Russian automobile industry, with a view toward gradually stepping up their localised production.

3 For more on industrial policy types see, e.g., [Kuznetsov, Simachev, 2014; Simachev et al., 2014b].

4 Russian Ministry of Industry and Trade orders of 31 March 2015 Nos. 645, 647-663, of 20 January 2016 No. 197.

5 Russian Ministry of Industry and Trade order No. 762 of 2 April 2015. However, unlike the plans for civilian industries (typically grand and lengthy), this document only mentions two product types: sporting rifles and ammunition for them.

6 See, e.g., regulation of the Council of Federation of the RF Federal Assembly No. 512-SF of 9 December 2015.

7 RF Government regulation No. 708 of 16 July 2015 "On special investment contracts in specific industries".

8 RF Government regulation No. 41 of 28 January 2016 "On approval of Rules for Allocation of Federal Budget Subsidies to Participants of Industrial Clusters to Cover Part of the Costs of Joint Projects to Make Industrial Products for Import Substitution Purposes".

However, in terms of reducing the share of imported cars the results of these efforts were rather modest (see, e.g., [Dranev et al., 2014]. On the other hand, the scale of measures currently being implemented or planned is unprecedented in recent Russian history, at least in terms of the number of industries covered by such initiatives.

It would be premature to try to assess the results of import substitution promotion, though one important aspect which can potentially undermine this policy is already apparent: its pronounced political undertones. Politics are pushing into the background the issue of how relevant the steps being taken or planned (and the import substitution strategy as such) are to the actual needs and interests of Russian companies — consumers of the imported products and technologies. Meanwhile this issue is critically important for the policy being implemented to achieve a positive impact, and not just for individual companies and industries but for the whole Russian economy.

Study goal, objectives, and data

The goal of the study is to empirically analyse Russian manufacturing companies' import dependence, and their potential (and willingness) to switch to Russian products and technologies. The main objectives of the study include the following:

• Assess the current level of Russian companies' dependence on imported products, technologies, and services used in their production processes;

• Analyse the reasons of Russian companies' choosing imported products, technologies, and services, and their potential to switch to Russian analogues;

• Analyse companies' efforts and plans to reduce their import dependence.

The data for the study was collected over the course of a survey of Russian manufacturing companies' managers conducted in September-October 2015. The objective of the survey (commissioned by the Interdepartmental Analytical Centre and implemented by the Information and Publishing Centre "Statistics of Russia") was to identify and measure the scale, trends, and sources of product, technology, and service imports by Russian manufacturers; to assess the current level of their import dependence; their import substitution needs; and the steps they were taking and planning in this field. The survey's sample was designed taking into account companies' size and industries they belong to, with priority attention given to the the industries for which the Russian Ministry of Industry and Trade approved import substitution promotion plans.

658 companies were included in the final sample (Table 1), about half of which belong to the engineering sector, and more than a quarter - to high-technology sectors. This structure was due to the aforementioned intention of primarily examining high-priority industries, in import substitution terms. Private companies prevail in the sample (as they do in the Russian manufacturing sector generally), though companies with public participation also have a sizeable representation. There are grounds to believe that the latter serve as conduits of government plans and ideas more frequently than others, including in the import substitution area.

An important feature of the sample is the approximately equal shares of small firms and relatively large companies. A sampling bias in relation to the entire population of industrial companies where small businesses dominate was provided during its initial design, since large companies are more frequently regulated by the state (and receive support from it) [Fier, Heneric, 2005; Aschhoff, 2010; Simachev et al., 2014b], including probably in the scope of an import substitution policy. Financial circumstances of most of the surveyed companies were relatively favourable, but the sample also includes a significant portion of companies facing financial problems. A noticeable share of companies experience powerful pressure from the competition, primarily from foreign producers — which is important in terms of analysing the potential and conditions for import substitution. The sample includes a large representation of companies exporting their products to the former USSR republics and other countries, which, together with companies' financial situation and technological level, can be seen as a characteristic of their 'quality'.

Empirical analysis

Consumption of imports, and companies' dependence on them

A predominant portion of the sample (about 85% of the companies) use imported products, technologies, and services in their production. At the same time the share of imports in their production costs is usually not very high: for almost two thirds of the surveyed companies it does not exceed 20% (Figure 1). Industry-wise, the highest shares of imported products, technologies, and services in production costs were held by light and textile industry companies, car manufacturers, makers of pharmaceutical products, producers of electronic, radio, and computer equipment. The lowest shares were noted for companies producing railway rolling stock, shipbuilding and ship repair firms, producers of metallurgical and metal products, machinery and equipment manufacturers (except machine tools), and aircraft construction companies.

Data collected during the survey allows for the calculation of 'top' and 'bottom' averages for import shares, for the whole sample and specific industries (Table 2). Despite their notional nature, comparing these

Table 1. Structure of the sample

Sample design criteria Company type Share in the sample, %

Industry Textiles, clothes, and footwear production 7.5

Wood processing, production of timber, cellulose, paper and carton products 5.3

Chemical production (except pharmaceuticals) 6.2

Pharmaceutical production 4.7

Metallurgy, production of metal products 9.7

Production of machinery and equipment (except machine tools) 18.8

Production of machine tools 4.0

Production of electrical machinery and equipment 8.4

Production of computers, data processing, radio, TV, and communication equipment 9.4

Production of medical equipment 4.9

Production of instruments 3.7

Automobile industry 4.6

Shipbuilding 4.1

Rolling stock manufacturing 4.9

Aircraft construction 4.0

Industry's technological level1 Low 22.5

Medium 50.9

High 26.6

Duration of operations Less than 5 years 8.8

5-10 years 16.3

10-20 years 26.9

More than 20 years 48.0

Number of employees Less than 100 24.8

101-200 23.0

201-500 24.3

More than 500 28.0

Public participation (including state corporations) in ownership 15.0

Member of an integrated business structure 29.2

Company's technological level11 Backward111 49.1

Advanced" 19.9

Financial situation Poor 17.9

Satisfactory 69.9

Good 12.2

Key customers Businesses* 84.2

Population* 23.0

State* 26.3

Competition on the domestic market From Russian companies None 8.2

Moderate 55.9

Strong 35.9

From foreign companies None 24.0

Moderate 38.8

Strong 37.2

Export To the former USSR None 45.3

Up to 10% of output 46.1

More than 10% of output 8.7

To other countries None 69.0

Up to 10% of output 23.4

More than 10% of output 7.6

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I Here and below, high-technology industries include production of pharmaceuticals, computers, data processing, radio, TV, and communication equipment, medical equipment, instruments, and aircraft; medium-technology industries include chemical production (except pharmaceuticals), production of machinery and equipment, production of electrical machinery and equipment, automobiles, ships, and rolling stock; low-technology industries include production of textile, clothes, and footwear, wood processing, production of timber, cellulose, paper and carton products, metallurgy, and production of metal products (in accordance with the Federal State Statistics Service order No. 21 of 14.01.2014). II Unlike industry's technological level, this indicator measures the level of specific companies compared with other Russian and international companies with an identical or similar profile. III Companies whose technological level is lower than that of international producers', and not higher than Russian ones'. IV Companies whose technological level is higher than that of Russian producers', and not lower than international ones'. * Not mutually exclusive groups. Source: composed by the authors.

Figure 1. Share of imports in production costs, by industry ( %)

Whole sample

Textiles, clothes, footwear Wood processing, production of wood products, cellulose, paper, and carton ^^^^^^^^^^ Chemical production (except pharmaceuticals) Pharmaceuticals Metallurgy, production of metal products Machinery and equipment (except machine tools)

Machine tools Electrical machinery and equipment Computers, data processing equipment, radio, TV, and communication equipment |

Medical equipment and instruments Automobile industry

Shipbuilding ^^^^^^^ Rolling stock manufacturing ^^^^ Aircraft construction ■

I I -1-1-1-1-1-1-1-1

0 10 20 30 40 50 60 70 80 90 100 ■ More than 60% ■ 40-60% ■ 20-40% ■ Up to 20%

Source: compiled by the authors.

figures with relevant indicators for certain Western European countries reveals that Russian companies' import consumption is certainly not higher than theirs.

An obvious advantage of the 'share of imports in production costs' indicator is that it provides a very clear idea of the extent of companies' use of foreign products, technologies, and services - which explains the indicator's active application in present-day economic analysis practices (see, e.g., [Berezinskaya, Vedev, 2015; Faltsman, 2015]). At the same time it would be wrong to argue that this indicator is a completely accurate measure of businesses' actual overall import dependence. Even when consumption is insignificant, import dependence can be very strong indeed, e.g., if there are no real alternatives to the foreign products, technologies, and services. The picture of import dependence and its level would not be complete without qualitative assessments obtained through surveys.

Three quarters of the companies in the sample were import-dependent, to a certain degree; for more than a third of them dependence was high or critical (Figure 2). Interestingly, in about half of the cases, high import dependence was combined with a small share of imports in production costs.

Despite the differences in the scale of companies' use of imports, and in the degree of their actual import dependence, the results of quantitative (Figure 1) and qualitative (Figure 3) assessment for specific industries are rather close to each other. In both cases the highest level of import dependence was noted

Table 2. Shares of imports in manufacturing industries: international comparison(%)

Russia* Germany** France** Spain** Italy***

All manufacturing 13-31 34 34 43 32

Textile industry 15-34 39 43 46 31

Wood processing, wood products 4-24 36 34 39 27

Pulp and paper industry 21-40 34 37 45 28

Chemical industry 16-35 34 29 55 47

Metallurgical industry 6-22 28 28 39 43

Machinery and equipment production 10-28 25 21 27 27

Production of electronic and optical equipment 19-37 45 24 49 34

Automobile industry 22-41 38 44 63 37

Production of other vehicles and transport equipment 6-21 26 35 48 35

* Average share of imports in production costs in 2015 (survey data). ** Share of imports in output in 2007. *** Share of imports in output in 2005. Sources: the authors' calculations, [Bravo, Alvarez, 2012].

Figure 2. Degree of companies' import dependence, and share of imports

in production costs (%)

No dependence Low dependence Moderate dependence High or critical dependence

Share of imports in production

■ More than 60%

■ 40-60%

■ 20-40%

I Up to 20%

0 10

20 30

40

Source: compiled by the authors.

in light and textile industries, pharmaceuticals, automobile and electronic industries. Manufacturers of rolling stock, metallurgical and metal products, machinery and equipment (except machine tools), shipbuilders and aircraft makers are the least import-dependent.

To identify factors affecting companies' import dependence, the parameters of an ordered logistic regression model were estimated, with quantitative (share of imports in production costs) and qualitative assessments of the dependence serving as explanatory variables (i.e. all aforementioned characteristics of the companies included in the sample). Companies' properties measured by these independent variables can be divided into three groups:

• Basic characteristics such as industry (specification 1), or the industry's technological level (specification 2), duration of operations, number of employees, public participation in ownership, membership in an integrated business structure;

• Current state (the company's technological level compared with similar Russian and international firms, and financial state);

• Market position (key customers, competition from Russian and foreign companies, exports into neighbouring and other countries).

The regression analysis revealed (Table 3) that higher levels of import consumption and import dependence alike were typical of three groups of companies: the high-technology sector ones, technological leaders, and companies facing a strong competition from foreign producers. Companies with public participation use imports to a lesser extent, and are less dependent on them.

Figure 3. Companies' import dependence by industry (%)

Textiles, clothes, footwear I

Wood processing, production of wood products, cellulose, paper, and carton ■

Chemical production (except pharmaceuticals) I

Pharmaceuticals |

Metallurgy, production of metal products |

Machinery and equipment (except machine tools) I

Machine tools J"

Electrical machinery and equipment ■

Computers, data processing equipment, radio, TV, and communication equipment | ^ ^ ^ ^ ^ ^

Medical equipment and instruments |

Automobile industry ^^^^^^^^ I I I I I

Shipbuilding ■ Rolling stock manufacturing

Aircraft construction I I I I

0 10 20 30 40 50 60 70 80 90 100 I Critical I Strong ■ Moderate I Weak No dependence

Source: compiled by the authors.

Table 3. Share of imports in production costs, and companies' import dependence: estimated ordered logistic regression model parameters ( %)

Independent (dummy) variables Dependent (order)variable

Share of imports in production costs Import dependence

Specification

1 2 1 2

Industry Textile, clothes, and footwear production excl. excl.

Wood processing, production of timber, cellulose, paper and carton products excl. excl.

Chemical production (except pharmaceuticals) excl. excl.

Pharmaceutical production excl. excl.

Metallurgy, production of metal products _ ** excl. _ *** excl.

Production of machinery and equipment (except machine tools) _ ** excl. _ *** excl.

Production of machine tools excl. excl.

Production of electrical machinery and equipment excl. _ ** excl.

Production of computers, data processing, radio, TV, and communication equipment excl. excl.

Production of medical equipment and instruments control excl. control excl.

Automobile industry excl. excl.

Shipbuilding _ * excl. _ * excl.

Rolling stock manufacturing _ ** excl. _ *** excl.

Aircraft construction excl. _ ** excl.

Industry's technological level Low excl. excl.

Medium excl. control excl. control

High excl. + *** excl. + ***

Company age Less than 5 years

5 - 10 years + *

10 - 20 years control

More than 20 years _ *** _ ***

Number of employees Up to 100

101-200

201-500 control

More than 500 + ** + **

Public participation in ownership _ * _ ** _ ** _ **

Member of an integrated business structure + *** + ***

Company's technological level Backward

Advanced + ** + ** + ** + ***

Financial situation Poor

Satisfactory control

Good

Key customers Businesses _ * _ **

Population

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State _ * _ *

Competition on the domestic market From Russian companies None

Moderate control

Strong

From foreign companies None _ *

Moderate control

Strong + *** + *** + *** + ***

Export To the former USSR None _ *** _ ***

Up to 10% of output control

More than 10% of output _ ** _ *

To other countries None

Up to 10% of output control

More than 10% of output _ *

Chi-square 113.94*** 87.98*** 177.49*** 144.58***

Maximum variance inflation factor (VIF) value 2.90 1.86 3.05 1.87

N 636 564

Note: here and below the following significance coefficients were used: * = 10% significance; ** = 5% significance; *** = 1% significance. Excl. = variable not included in the specification. Source: composed by the authors.

Figure 4. Share of imported products, technologies, and services companies use, and the latter's

dependence on these product groups (%)

Use of imports

Raw materials Elements

Components, modules, aggregates Machinery and equipment Technologies Services ■

0 20 40 60 80 100

■ More than 60% ■ 20-60% ■ Up to 20% Source: compiled by the authors.

In many respects the quantitative and qualitative assessments of import dependence coincide, but there are also important differences between them. For example, companies which have been on the market for more than 20 years tend to have a lower share of imports in their production costs. Large companies and members of integrated business structures show a relatively higher import dependence.

Companies' dependence on main components of imports

In addition to companies' overall import dependence, it would be also interesting to analyse its distribution by the main consumption areas such as materials, components, modules and aggregates, machinery and equipment, technologies, and services. Imports play the most important role, both in terms of their share in relevant consumption categories and the degree of companies' import dependence in machinery and equipment, and the least important — in intangible technologies and especially services (Figure 4).

It should be stressed that the large-scale use of imported machinery and equipment was noted in all industries without exception (Figure 5), but companies' import dependency in different industries significantly varies. For example, light industry, textile, and pharmaceutical companies also significantly depend on imported raw materials; the producers of automobiles, machinery, and equipment depend on imported modules and aggregates (note that in the machine tools industry this group of imported products is even more important than finished machinery and equipment). For the chemical and forest industries, wood processing, pulp and paper, shipbuilding and aircraft construction companies, the import of raw materials is quite important, together with foreign-made aggregates and modules. Manufacturers of medical equipment, instruments, electronics, and communication gear significantly depend on the supply of imported elements. Finally, imports of intangible technologies are particularly important for the automobile, chemical, forestry, wood processing, and pulp and paper industry companies.

The estimated parameters of the ordered logistic regression models for a quantitative and qualitative assessment of companies' import dependence on each product group (Table 4) allows for making the following conclusions:

• High-technology companies are more dependent on all types of imports under consideration. Low-technology companies also significantly rely on imported machinery, equipment, and services;

• Companies which have been operating for more than 20 years are less dependent on imported technologies and services than others;

• Companies in a healthy financial situation more frequently import intangible technologies;

• Companies' focus on consumer demand is positively linked with their use of imported raw materials;

• Stiff competition from imports forces companies to more actively use imported products and technologies in their production;

• Companies who do not export their products (first of all to the former USSR) are less import-dependent.

Reasons why companies use imports

To successfully implement import substitution plans, it is critically important not only to measure the current level of import dependence (using both quantitative and qualitative assessments), but also to understand the reasons why Russian companies opt for foreign products, technologies, and services.

Import dependency

Raw materials Elements

Components, modules, aggregates Machinery and equipment Technologies Services

20

40

60

Strong and critical

Moderate

Weak

0

Figure 5. Share of imported products, technologies, and services companies use, and the latter's dependence on these product groups, by industry (%)

Use of imports Import dependency Textiles, clothes, and footwear production

Raw materials Elements

Components, modules, aggregates Machinery and equipment Technologies Services

Raw materials Elements

Components, modules, aggregates Machinery and equipment Technologies Services

Wood processing, production of timber, cellulose, paper and carton products

Raw materials Elements

Components, modules, aggregates Machinery and equipment Technologies Services

Raw materials Elements

Components, modules, aggregates Machinery and equipment Technologies Services

Raw materials Elements

Components, modules, aggregates Machinery and equipment Technologies Services

Raw materials Elements

Components, modules, aggregates Machinery and equipment Technologies Services

Raw materials Elements

Components, modules, aggregates Machinery and equipment Technologies Services

Chemical production (except pharmaceuticals)

Production of machinery and equipment (except machine tools)

Raw materials Elements

Components, modules, aggregates Machinery and equipment Technologies Services

Raw materials Elements

Components, modules, aggregates Machinery and equipment Technologies Services

Raw materials Elements

Components, modules, aggregates Machinery and equipment Technologies Services

Raw materials Elements

Components, modules, aggregates Machinery and equipment Technologies Services

Raw materials Elements

Components, modules, aggregates Machinery and equipment Technologies Services

Production of computers, data processing, radio, TV, and communication equipment

Raw materials

Elements

Components, modules, aggregates Machinery and equipment Technologies Services

Raw materials Elements

Components, modules, aggregates Machinery and equipment Technologies Services

Raw materials Elements

Components, modules, aggregates Machinery and equipment Technologies Services

Raw materials Elements

Components, modules, aggregates Machinery and equipment Technologies Services

Production of medical equipment and instruments

Raw materials Elements

Components, modules, aggregates Machinery and equipment Technologies Services

Raw materials Elements

Components, modules, aggregates Machinery and equipment Technologies Services

Raw materials Elements

Components, modules, aggregates Machinery and equipment Technologies Services

Raw materials Elements

Components, modules, aggregates Machinery and equipment Technologies Services

0 20 40

60

80

100 0

■ More than 60% ■ 20-60% ■ Up to 20% Source: compiled by the authors.

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Strong and critical

Moderate

Weak

20

40

60

80

:Table 4. Share of imported products, technologies, and services companies use, and the latter's dependence on these product groups

estimated parameters of ordered logistic regression models

IsJ O

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Independent (dummy) variables Dependent (order)variable

Share of imports used(consumed) Dependence on imports

Raw materials Elements Components, modules, aggregates Machinery and equipment Technologies Services Raw materials Elements Components, modules, aggregates Machinery and equipment Technologies Services

Industry s technological level Low xxx xxx x-x- XXX x-x- x-x-

Medium control control

High XX _l_ x-x-x- xx +* + * xx xxx + * x-x-x- x-x-x-

Duration of operations Less than 5 years _ x-x-

5-10 years control

10 - 20 years control

More than 20 years _ XX _ x _ x-x-x- _ x-x-x- _ x-x-x- _ x-x-x-

Public participation in ownership _ x-

Number of employees Up to 100 _ x-x-

101-200 _l_ x-x- _ x-x-x-

201-500 control control

More than 500

Membership in an integrated structure _l_ x-x-x- xxx _l_ x-x- x-x- XX XXX x-x-x- x-x- x-x-

Company's technological level Backward

Advanced + * _l_ x-x- x-x- + *

Financial situation Poor _ x-x-x- _ x-x-x- _ x- _ x-x-x- _ x-

Satisfactory control control

Good x-x- x-x- x-x-

Key customers Businesses _ xxx _ x-x- + * _ x-x- _ x- _ x-x-

Population XX _ x-x-x- x-x-x- XXX _ XXX _ x-

State _ x-x- x-x- _ X _ x-

Competition on the domestic market From Russian companies None + *

Moderate control control

Strong _l_ x-x-x- + * x-x- x-x-

From foreign companies None _ XX _ ** _ x-x-

Moderate control control

Strong _l_ x-x-x- _l_ x-x- x-x-x- XXX XX x-x- x-x-x- x-x-x-

Export To the former USSR None _ X-X- _ x-x- _ x-x- _ XX _ XX _ x-x- _ x-x-x- _ x-x-x- _ x-

Up to 10% of output control control

More than 10% of output _ x-x- _ x-x-x-

To other countries None _ X _ x-x-

Up to 10% of output control control

More than 10% of output _ X x-x-x- _ XXX _ X

Chi-square 77.02*** 126.19*** 82.51*** 117.88*** 82.512*** 62.40*** 91.93*** 81.08*** 65.58*** 141.17*** 91.14*** 84.53***

Maximum variance inflation factor (VIF) value 2.52 2.42 2.46 2.46 2.43 2.41 1.86 1.85 1.84 1.86 1.84 1.86

N 627 623 624 631 626 636 633 640 634 621 641 637

* = 10% significance; ** = 5% significance; *** = 1% significance Source: compiled by the authors.

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This would allow one to identify the major 'bottlenecks' in Russian supply, which should be turned into priority objectives of the national import substitution policy.

The most common reason companies opt for imported products, technologies, and services is the total absence of Russian alternatives, at least in the respondents' opinion. Russian analogues frequently are not as good as or do not meet the consumer companies' technological requirements. Much less frequently Russian products, technologies, or services cannot compete price-wise, or in terms of delivery and payment. The least important reason according to the respondents was Russian producers' violating intellectual property rights.

An analysis of the reasons why Russian producers opt for imported products, services, and technologies in specific industries (Table 5) reveals that the lack of Russian alternatives is particularly acute in the high-technology sector, namely in pharmaceuticals, computers and electronics, medical equipment and instrument. This issue is least important for the producers of rolling stock.

The insufficient quality of Russian products, technologies, and services compared with foreign analogues and their inability to comply with customers' technological requirements act as powerful incentives to opt for imports for manufacturers of computer equipment and electronics. Also, the low quality of Russian analogues is very important for automobile industry companies, and the inability to meet technological requirements is important for machine tools makers. In addition, the risk of Russian suppliers' violating intellectual property rights is comparatively important to the automotive companies, while the insufficient level of maintenance and technical support services offered by Russian suppliers of products and technologies affects machine tools producers. Chemical and machine tool companies more often

Table 5. Main reasons of opting for imported products, by industry ( %)

N. Answer n. options Industries n^ No Russian alternatives available Russian alternatives are more expensive Russian suppliers offer less convenient delivery and payment terms Higher risk of Russian suppliers' breaching contract terms and conditions Lower quality of Russian analogues Russian analogues do not fully meet the company's technological requirements Russian suppliers do not offer adequate maintenance, support services Russian suppliers may violate intellectual property rights

Whole sample 60.9 23.9 12.0 8.5 41.6 35.0 9.3 3.5

Textiles, clothes, footwear 71.4 20.4 4.1* 2.0* 20.4*** 28.6 6.1 2.0

Wood processing, production of wood products, cellulose, paper, and carton 62.9 20.0 11.4 22.9*** 51.4 31.4 14.3 5.7

Chemical production (except pharmaceuticals) 70.7 36.6** 7.3 7.3 36.6 43.9 7.3 4.9

Pharmaceuticals 77.4* 25.8 11.8 0.0* 38.7 38.7 12.9 0.0

Metallurgy, production of metal products 53.1 17.2 9.4 10.9 46.9 39.1 7.8 1.6

Machinery and equipment (except machine tools) 55.6 25.8 8.1 4.8 37.1 25.8** 8.1 1.6

Machine tools 34.6*** 38.5* 23.1* 11.5 38.5 57.7** 19.2* 0.0

Electrical machinery and equipment 61.8 16.4 12.7 9.1 34.5 23.6* 5.5 1.8

Computers, data processing equipment, radio, TV, and communication equipment 71.0* 32.3 17.7 14.5* 51.6* 51.6** 4.8 4.8

Medical equipment and instruments 82.1*** 16.1 8.9 14.3 51.8 44.6 14.3 7.1

Automobile industry 66.7 33.3 20.0 6.7 56.7* 40.0 13.3 13.3***

Shipbuilding 48.1 25.9 18.5 11.1 40.7 18.5* 7.4 3.7

Rolling stock manufacturing 28.1*** 15.6 25.0** 3.1 46.9 18.8** 9.4 3.1

Aircraft construction 50.0 15.4 3.8 0.0 38.5 38.5 11.5 3.8

Note: variance significance (chi-square):* = 10%; ** = 5%; *** = 1%. Source: compiled by the authors.

than others opt for imports because of the high prices of Russian products, technologies, and services. For the latter group, and for rolling stock manufacturers, delivery and payment terms offered by Russian suppliers play a significant role in their choosing imported alternatives. The risk of Russian partners' breaching contractual obligations is particularly relevant for the forestry industry, wood processing, and pulp and paper companies.

The regression analysis results (Table 6) show that for high-technology companies, the low quality of Russian supply and its inability to meet the technological requirements are also quite important, in addition to lack of Russian alternatives to imported products, technologies, and services. Companies with long market experience frequently experience a lack of Russian analogues, which appears somewhat counterintuitive. One would expect them to have well-established contacts with a steady circle of regular Russian suppliers, as a part of their system of cooperation frequently going back to the Soviet period. At the same time, such companies have problems with the quality of Russian products, technologies, and services, and their inability to match technological requirements less often than other groups do. The described problems, together with insufficient level of maintenance and support services offered by Russian suppliers, and risks of their violating contractual obligations are more important to large businesses.

For the members of integrated business structures, the main reason to opt for imports (apart from lack of competitive alternatives) is the less attractive delivery and payment terms offered by Russian suppliers, and the problems with the latter meeting technological requirements (which are quite strict, due to the tight technological integration of vertical production chains).

The previously mentioned high import dependence of companies that are technological leaders is due to several factors such as the higher prices of Russian analogues, risks of Russian suppliers' not carrying out their contractual obligations, the low quality of the supply and its inability to meet technological requirements, and inadequate support and maintenance infrastructure for Russian products, technologies, and services.

Companies exporting their products to the former USSR and those facing strong competition from imports, frequently encounter a total lack of alternatives to imported products, technologies, and services. And if Russian analogues do exist, they are offered at too high a price (the main barrier for companies trying to compete with imports), or do not provide sufficiently high quality (the primary reason exporter companies do not opt for them).

Companies' motivation to use imports is not closely linked with the type of imported products (Figure 6). We can only note that the high prices issue is more frequently mentioned regarding Russian raw materials, and the inability to meet technological requirements — regarding aggregates, modules, machinery, and equipment. Unlike products, Russian technologies and especially services are much less often criticised for their low quality and inability to meet companies' technological requirements. The lack of Russian analogues on the market was least often noted for services, though their potential consumers frequently complained about insufficiently flexible payment terms.

Figure 6. Main reasons for opting for imported products, technologies, and services (%)

No Russian alternatives available

Russian analogues are more expensive

Russian suppliers offer less convenient delivery and payment terms

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Higher risk of Russian suppliers' breaching contrac t terms and conditions

Lower quality of Russian analogues

Russian analogues do not fully match company's technological requirements

Russian suppliers do not offer adequate maintenance, support services Russian suppliers may violate intellectual property rights

0 10 20 30 40 50 60

Source: compiled by the authors.

co oo

Table 6. Main reasons of opting for imported products: estimated parameters of binomial logistic regression models

Independent (dummy) variables Dependent (dummy) variable

Lack of Russian alternatives Russian analogues are more expensive Russian suppliers offer less suitable delivery and payment terms Higher risk of Russian suppliers' breaching contractual obligations and delivery terms Lower quality of Russian analogues Russian analogues do not exactly meet company's technological requirements Russian suppliers offer insufficient maintenance, technical support services Russian suppliers may illegally use other people's intellectual property

Industry's technological level Low _ X

Medium control

High xxx + * XXX

Duration of operations Less than 5 years _ XX _ XX

5-10 years

10 - 20 years control

More than 20 years + * _ ** __X

I Public participation in ownership __XX

Number of employees Up to 100 __XX

101-200 + *

201-500 control

More than 500 + * + * XXX + *

I Membership in an integrated structure XXX + * + *

Company's technological level Outsider _ XX

Leader + * *** *** _l_ x-x- X-X-

Financial situation Poor

Satisfactory control

Good

Key customers Businesses _ XX _l_ x-x- **

Population + * + *

State ** + *

Competition on the domestic market From Russian companies None _ X

Moderate control

Strong ** _ X-

From foreign companies None _ X-

Moderate control

Strong XXX XX + *

Export To the former USSR None _ XX _ *** _ x-x-

Up to 10% of output control

More than 10% of output + * + *

To other countries None

Up to 10% of output control

More than 10% of output _ X- _ X-

Chi-square 110.64*" 44.82*** 42.20** 35.60* 70.46*** 112.43*** 34.,52* 25.30

Maximum variance inflation factor (VIF) value 1.85

N 658

Note: variance significance (chi-square). * = 10%; ** = 5%; *** = 1%. Source: composed by the authors.

en S

CTQ

Figure 7. Actions companies take to reduce their import dependence (reference rate by managers of companies using imported products, technologies, and services, %)

No actions taken or planned

Increased procurement from Russian suppliers

Diversification of imports, reducing dependence on specific suppliers/countries oforigin

Setting joint production with foreign companies in Russia Setting up own production Encouraging Russian suppliers to substitute imports

Other

0 10 20 30 40 50 60

Source: compiled by the authors.

Companies' actions to reduce import dependence

The unfavourable international political and economic situation, combined with risks of it deteriorating even further and amid the government's import substitution initiatives, could prompt Russian companies to take steps to reduce their import dependence. About two thirds of companies included in the sample who use imports have already taken such steps by the time of the survey, and 14% more were planning to do so in the near future. The most common such measure was stepping up procurement from Russian suppliers (Figure 7); about 50% less frequently, but still relatively often, companies took steps to diversify their imports by going to alternative international suppliers. Much less common were attempts to reduce import dependence by setting up new production — which is quite understandable due to associated problems and high costs it involves. Less obvious was the fact that import substitution production was most commonly launched by Russian companies on their own, as opposed to jointly with international partners.

An industry-specific analysis of actions taken by companies (Table 7) shows that the procurement of Russian products, technologies, and services is most frequently stepped up by metallurgic companies, manufacturers of metal products, and rolling stock. The latter, together with car makers and producers of computer equipment, more often set up new production facilities together with foreign partners. Launching new production on one's own is more typical of manufacturers of medical equipment, instruments, and aircraft construction companies. The aircraft manufacturers, as well as metallurgical companies, metal product and rolling stock manufacturers also more actively encourage Russian suppliers to substitute imports.

To identify the factors that determine companies' choice of import substitution strategies, the parameters of binomial logistic regression models were estimated, with a standard set of regressors supplemented by order variables reflecting the degree of companies' dependence on various import components (Table 8).

Large companies, firms competing with other Russian producers, and companies exporting their products at least to the former USSR more often than others take actions to reduce their import dependence. Companies exporting to countries beyond the former Soviet Union are more likely to make efforts to diversify their imports, while firms supplying products to former Soviet republics, on the contrary, take such steps very rarely.

High-technology companies tend to set up their own import substitution production, independently or jointly with foreign firms, and to encourage Russian suppliers to substitute their own imports. At the same time, such companies rarely increased their procurements from Russian producers, at least by the time of the survey. Stepping up procurements in Russia is more typical of companies with public participation, and (somewhat more unexpectedly) of integrated business structures' members. Companies focused on public procurement relatively often diversify their imports, encourage import substitution by Russian producers, and set up their own production, together with foreign partners and on their own. However, that also holds true for companies who mostly sell their products to the population.

Main results of the study

1. Quantitatively, Russian manufacturing companies' consumption of imports is relatively low; it does not exceed Western European figures and frequently remains below them. At the same time a predominant share of Russian manufacturing companies are import-dependent, to a greater or lesser extent.

■ ■ Actions are being taken Actions not yet taken but planned

Table 7. Actions companies take to reduce their import dependence, by industry (reference rate by managers of companies using imported products, technologies, and services, %)

Answers Industries ^— No actions taken Increased procurement from Russian suppliers Diversification of imports, reducing dependence on specific suppliers/ countries oforigin Setting joint production with foreign companies in Russia Setting up own production Encouraging Russian suppliers to substitute imports

Textiles, clothes, and footwear production 25.6 46.5 27.9 0.0 9.3 7.0

Wood processing, production of timber, cellulose, paper and carton products 29.4 41.2 14.7 0.0 11.8 5.9

Chemical production (except pharmaceuticals) 32.4 29.7* 21.6 0.0 16.2 8.1

Pharmaceutical production 33.3 40.7 25.9 0.0 7.4 0.0

Metallurgy, production of metal products 36.7 57.1** 18.4 2.0 6.1 14.3*

Production of machinery and equipment (except machine tools) 36.4 46.5 16.2 4.0 5.1** 2.0**

Production of machine tools 25.0 37.5 12.5 4.2 0.0* 8.3

Production of electrical machinery and equipment 26.1 43.5 23.9 6.5 17.4 8.7

Production of computers, data processing, radio, TV, and communication equipment 26.3 29.8** 24.6 8.8** 8.8 12.3

Production of medical equipment and instruments 30.2 41.5 18.9 3.8 22.6*** 9.4

Automobile industry 28.6 53.6 21.4 10.7* 3.6 0.0

Shipbuilding 40.9 50.0 13.6 4.5 4.5 9.1

Rolling stock manufacturing 21.1 63.2* 15.8 10.5 15.8 15.8

Aircraft construction 26.1 39.1 21.7 0.0 26.1** 17.4*

Note: variance significance (chi-square). * = 10%; ** = 5%; *** = 1%. Source: composed by the authors.

2. The main reason companies opt for imported products, technologies, and services is the lack of Russian alternatives on the market. When this is not the case, the insufficient quality of Russian supply, and its inability to meet companies' technological requirements move to the foreground. Issues related with prices, delivery and payment terms, the level of maintenance and support services offered typically play a less important role in Russian companies' choosing imports over domestic analogues.

3. The current import dependence degree is a point of concern for most of the companies who consume foreign products, technologies, and services, and prompts them to take actions to reduce it. The most common strategy is changing the procurement structure — most frequently in favour of Russian suppliers, and less often to diversify the imports.

4. On the whole, Russian companies most actively acquire (and therefore most strongly depend on) imported machinery and equipment. This is due, on the one hand, to many companies' highly obsolete, in physical and moral terms, capital assets, and on the other, to frequently encountered lack of Russian analogues on the market, their low quality, or inability to fully meet present-day technological requirements, combined with a certain degree of inertia in system integrators' preferences (who are used to working with imported equipment) [Mekhanik, 2013; Kvashnina et al., 2013; Tsukhlo, 2015]. Note that in manufacturing, as in the Russian economy generally, the procurement of tangible technologies (i.e. machinery and equipment) traditionally accounts for the largest share of companies' expenditures on technological innovation [Gorodnikova et al., 2016].

5. The high demand for foreign-made machinery and equipment is common to all manufacturing industries, but specific industries' import dependence profiles are quite different from each other. For example, raw material imports are crucial for the light and textile industries, chemical and pharmaceutical companies, and shipbuilding. Manufacturers of medical, computer, and communication equipment display a higher demand for elements; imported components, modules, aggregates, and technologies are very much important to car producers. A relatively low level of import dependence was noted for rolling stock manufacturers: they see the lack of Russian analogues for products, technologies, and services they need as less of a problem than others do.

6. High-technology companies are very much import-dependent, in all product groups; they encounter an insufficient supply of Russian alternatives, or the latter's inability to comply with technological requirements more frequently than others. This explains the fact that this sector's companies substitute imports with ready-made Russian solutions less often than firms specialising in other industries do, and more frequently launch own production or encourage their Russian suppliers to do so.

Table 8. Actions companies take to reduce their import dependence: estimated parameters

of binomial logistic regression models

Independent variables Dependent (dummy) variable

No actions taken Increased procurement from Russian suppliers Diversification of imports, reducing dependence on specific suppliers/countries of origin Setting joint production with foreign companies in Russia Setting up own production Encouraging Russian suppliers to substitute imports

Import dependence degree Raw materials (order)

Elements (order) _ ** + **

Components, modules, aggregates (order) + ***

Machinery and equipment (order)

Technologies (order)

Services (order) _ ***

Industry s technological level Low (dummy) _ *

Medium (dummy) control

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High (dummy) _ *** + * + *

Duration of operations Less than 5 years (dummy)

5 - 10 years (dummy) _ *

10 - 20 years (dummy) control

More than 20 years (dummy) _ *

Number of employees Up to 100 (dummy) + *

101-200 (dummy)

201-500 (dummy) control

More than 500 (dummy) _ * + *

Public participation in ownership (dummy) + *

Member of an integrated business structure (dummy) + **

Company's technological level Backward (dummy)

Advanced (dummy) _ **

Financial situation Poor (dummy) _ *

Satisfactory (dummy) control

Good (dummy) + ** + *

Key customers Businesses (dummy)

Population (dummy) + *

State (dummy) + ** + *** + * + **

Competition on the domestic market From Rus sian companies None (dummy) +* + **

Moderate (dummy) control

Strong (dummy)

From for eign companies None (dummy)

Moderate (dummy) control

Strong (dummy)

Export To the former USSR None (dummy) + ** _ **

Up to 10% of output (dummy) control

More than 10% of output (dummy) + *

To other countries None (dummy) + ** + **

Up to 10% of output (dummy) control

More than 10% of output (dummy)

Chi-square 62.20*** 44.67* 65.73*** 41.14 48.05** 55.88***

Maximum variance inflation factor (VIF) value 1.79

N 561

* = 10% significance; ** = 5% significance; *** = 1% significance Source: composed by the authors.

7. A high degree of import dependence was discovered for members of integrated business structures, which may be due to several factors. Firstly, switching to alternative suppliers may simply be impossible due to the 'links' of vertically integrated production chains, since it could lead to technological mismatches with related products. Probably that explains why members of such structures named Russian analogues' inability to match technological requirements as a key reason why they use imports. Secondly, quite a few Russian companies are members of transnational corporations, which, as active players on the global market, widely use international division of labour, while transboundary operations are an integral part of their business. Thirdly, integrated business structures, especially large and very large ones, tend to display a certain degree of inertia in their choice of products, technologies, and services, and suppliers thereof [Neprintseva, 2006; Kaushan, Bogushevskiy, 2009]. However, in the current economic situation it is the members of integrated business structures who display a tendency towards stepping up procurement from Russian suppliers.

8. Companies with a long history of operations depend on imported technologies and services to a lesser extent than others, due to their established links with Russian R&D organisations, which frequently go back all the way to the Soviet period [see, e.g.: Simachev et al., 2014b].

9. A relatively low consumption of imports and degree of import dependence is displayed by companies with public participation. They are stepping up the procurement of Russian products, technologies, and services, probably not least because of the relevant 'incentives' they receive from the state, via its representatives in these companies' management.

10. Companies who primarily sell their products to individual consumers more actively use imports, first of all imported raw materials. This is important because consumer demand acts as the main driver of new and improved products' supply by Russian companies [Ivanov et al., 2012], which in turn probably affects the latter's demand for imports. A significant incentive for consumer products' manufacturers to use imports is the high prices of Russian analogues, probably aggravated by diminishing purchasing power of the Russian population. Note also that the aforementioned companies relatively often set up their own import substituting production.

11. Successful companies whose technological level is higher than their competitors', and those who export their products (at least in the former USSR republics) tend to have a higher degree of import dependence. In effect this makes such companies more vulnerable to all limitations of imports, external and internal alike.

12. Companies facing strong competition on the domestic market from foreign producers tend to depend on imports more than others. High-technology firms face especially strong competition from imports [Zudin, 2015]. This forces Russian producers to impose strict requirements for products, technologies, and services they use in their production processes, which foreign suppliers are more likely to meet. Alternatively, companies borrow successful international practices.

Certain observations and recommendations

Import substitution is a quite common area of economic policy in many countries. There is nothing new about it in Russia either, where this topic, in one form or another, has been relevant since the early 1990s. At first, import substitution policy concentrated on aircraft construction, then on agriculture, automobile industry, and pharmaceuticals. Successes achieved in these fields require, at the very least, a thorough economic evaluation and discussion. However, some qualitative changes achieved in certain industries are very important, such as the groundwork necessary for retaining competencies and promoting the development of specific sectors (aircraft construction); demonstrating the potential of alternative development schemes based on attracting foreign investors and localising production (automobile industry); achieving positive dynamics in dealing with socially sensitive issues (agricultural sector, pharmaceuticals).

In our view, the import substitution strategy being implemented in Russia is aimed not so much at meeting the requirements of the economy as a whole as serving the interests of specific 'backbone' companies; not so much at diversifying and upgrading the Russian economy as dealing with national security objectives. It is hard to determine the reasons for such priority setting: on the one hand, it reflects the economic positions of large Russian monopolies and state corporations, while on the other, the security aspect has always served as an excellent argument to promote various new government support programmes and initiatives. The course towards import substitution could have been chosen due to the government's aspiration to deal with several types of objectives: economic ones (increasing added value on the scale of the entire national economy); innovation (e.g., vertical modernisation of the production chains); sovereignty-related (in particular, ensuring the country's technological independence). All these objectives are optimisation ones because they cannot be accomplished completely: you cannot create all added value within the national economy, and it would be impossible to achieve total technological independence. However, the issue of limits and forms that would make import substitution policy beneficial for the economy, in the medium and long terms, is quite relevant. Of course, unfavourable developments require quick reactive action, frequently in 'manual control' mode, but in economic policy shaping, immediate considerations should be separated from systemic issues and proactive measures.

Attempts to use strategic tools to deal with 'tactical' high-precision, specific objectives usually involve the high risk of a bad bargain.

It is important to make sure that import substitution does not turn into an economic policy goal, as opposed to being its tool. Most of the previous attempts to pursue an industrial policy in Russia were aimed, directly or indirectly, at maximising the share of added value generated inside the country — which determined a predominant focus on the domestic market, with all related risks of protectionism, limitations on competition, and demand by the public sector replacing that by the private one [Dranev et al., 2014]. Meanwhile, just about all examples of successful import substitution policies in other countries implied focusing on global markets, making national economies more open, increasing their export potential, and bringing in strategic foreign investors. Therefore, in our opinion, an efficient import substitution policy does not exclude, but on the contrary, requires accomplishing, in a coordinated way, the objectives of integrating Russian producers into global added value chains, encouraging inflows of advanced knowledge and competencies into the Russian economy, and establishing international technological alliances [Simachev et al., 2014a].

The results of our study show yet again that the micro (company-level) scale should be taken into account together with macro-level data when an import substitution policy is designed, among other things, to anticipate companies' probable reaction to various initiatives. The motives of companies who opt for imported products and technologies over Russian analogues (when the latter are even available) should be considered. This would help to identify major bottlenecks in domestic supply and concentrate the government's efforts on eliminating them by means of the import substitution policy. Our empirical analysis allowed us to identify the factors which require priority attention — namely the very different nature of import dependence in various sectors of the economy, markets, and companies of different sizes. Accordingly, the degree of companies' import dependence and their motivations for using imports becomes very different. Therefore, different tools for encouraging import substitution should be applied in each specific case, to achieve the desired results efficiently. The effectiveness of standardised, universal solutions here is limited by definition; in addition, import substitution promotion measures need to be constantly adjusted, and a political will to abandon obsolete mechanisms is required.

The idea to introduce targets for a reduced share of imports for specific industries does not seem sensible. The level of companies' import consumption as such is not particularly important without taking into account its contribution to their competitiveness. Much more significant is the issue of businesses' stability when the external environment and market situation change, and the link between import dependence and broadly understood national security aspects, including medical, food and information security, etc. Therefore, when designing and implementing import substitution policy it is critically important to consider not only quantitative indicators reflecting the volume of imports and their share in apparent consumption, but also qualitative import dependence characteristics. In reality, even a significant volume of imports does not always mean high import dependence, and vice versa — a formally modest volume of imports may be crucial if no affordable alternatives to such products, technologies, or services are available.

Since the key reason for using imported products, technologies, and services is the lack of Russian analogues on the market, even taking into account that some of the respondents may have been simply unaware of existing alternatives, at this stage it would not be possible to fully resolve the import dependency problem by switching to a Russian supply. Therefore, the emphasis of import substitution policy should be placed not on the quickest possible overall reduction of the share of imports in Russian companies' consumption, but on setting up new competitive production facilities. Furthermore, demanding quick results would be very short-sighted, and even harmful.

Different categories of consumption, and therefore different sectors generating demand, require different import substitution models. For example, in the case of imported modules and aggregates, the issue of Russian analogues' not being able to meet relevant technological requirements comes to the foreground. Here an efficient strategy to reduce relevant companies' import dependence would be launching one's own production of the required products. The government's attempts to promote the procurement of Russian-made modules and aggregates with price-based incentives would be unlikely to succeed; it would make more sense to help launch the production of the relevant advanced products in Russia, designed in the country or elsewhere. As to the reasons companies opt for imported technologies, the high prices of Russian analogues play an important role here, combined with Russian developers' traditionally inadequate attention to specific customers' needs and requirements, and companies' insufficient awareness of domestic supply [Simachev at al., 2014b]. Accordingly, the emphasis of government policy to promote the use of Russian technologies should be placed on subsidising their procurement by manufacturing companies, developing the R&D sector players' competences for working with the business sector clients, and promoting the advanced technological solutions they offer to potential customers.

Our analysis revealed that high-technology and export-focused companies tend to have the highest degree of import dependence. In their case, it is primarily due to the lack of Russian analogues, or the latter's low quality and/or inability to meet companies' technological requirements. Therefore, steps to enforce import substitution - tough or soft ones (such as recommendations) alike — can hinder the diversification of the economy, the growth of high-technology exports, and technological modernisation.

Helping Russian producers create or extend the supply of import-substituting products, technologies, and services should not turn into discrimination of consumer companies, particularly since, as our study reveals, successful high-technology firms would have the highest chances of being discriminated against. Attempts to thrust Russian products and technologies on companies using administrative methods, customs and tariff regulation, or by other means would almost inevitably result in their reduced competiveness, first of all, for leader companies. Therefore, any 'enforced import substitution' appears to be harmful, fraught with adverse economic consequences.

Russian import substitution policy commonly involves attempts to restore, upgrade, and build missing production elements of the national economy, i.e., it has a predominantly vertical nature. However, without accompanying horizontal steps to promote the development of specific critical technologies and the emergence of new areas of knowledge, develop missing research competences, it would have an inevitably limited 'shelf life', it would systematically lag, and focus mainly on price competitiveness. All this generates an expansion of an economy that is highly sensitive to currency fluctuations. On the contrary, a proactive import substitution policy is needed, which is focused on emerging markets.

This paper is based on, and further advances the results of the study "Monitoring and analysis of research and human potential of Russian R&D organisations focused on the development of import-substituting critical technologies, and preparing proposals on providing S&T and personnel support for projects aimed at setting up and developing import substituting production" (unique project identifier: RFMEFI57315X0010), carried out by OJSC "Inter-Departmental Analytical Center" funded by a subsidy provided by the Russian Ministry of Education and Science.

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