1. Introduction

Transport is an integral part of life in any territory; 
it engenders links that consolidate the region. At 
the same time, the actual functioning of a unified 
regional transport system depends not only on the 
areal features of the region, but also on the decisions 
of authorities of a Russian Federation entity. They de-
velop a concept for functioning of this complex in all 
its aspects. The inherent task is to provide the popu-
lation with passenger traffic service in the region.

In the present-day Russia, the organization of 
passenger transportation process within a regional 
transport system through the local (suburban) and 

long-distance traffic is one of the functions of the re-
gional authorities. Forming orders for transportation 
services, entering into contracts with carrier compa-
nies, providing necessary documentation, organiz-
ing a system for subsidizing unprofitable means of 
transport – all this falls directly within a spectrum of 
responsibilities of a Russian Federation entity. Each 
of them, proceeding from their rights and respon-
sibilities as well as own resources, develops its own 
strategy for realization of transport policy - provision 
of the population with transport. Many aspects of 
life of the population depend precisely on how it is 
implemented.

Journal of Geography, Politics and Society

2017, 7(4), 32–40
DOI 10.4467/24512249JG.17.035.7635

TyPoloGy of RuSSIan ReGIonS by level of SubuRban RaIlway 
TRanSPoRT: develoPmenT and aReal aSPecTS of manaGemenT

Kirill Samburov

Institute of Earth Sciences, St. Petersburg State University, 10th line of the Vasilivsky Island, 33-35, 199004 St. Petersburg, Russia,
e-mail: blok04@gmail.com

citation
Samburov K., 2017, Typology of Russian regions by level of suburban railway transport: development and areal aspects of man-
agement, Journal of Geography, Politics and Society, 7(4), 32–40.

abstract
The post-reform period of development of the railway passenger complex was marked by a significant number of crises that 
led to aggravation of the transport situation in a number of Russian Federation entities. This article is devoted to the problems 
of regional analysis of the level of suburban service development; it outlines the main trends in management of the local 
railway transport. The main development indicators have been identified; the grading of Russian regions in these terms has 
been traced; two key models of regional policy in the sphere of railway suburban service to the population have been defined.

Key words
suburban train, Russian railway service, passenger service, regional policy, typology of Russian regions, transport geography.

Received: 03 October 2017 accepted: 10 November 2017 Published: 29 December 2017



Typology of Russian regions by level of suburban railway transport… 33

One of the key means of transport in local service 
in most regions is a suburban train. The current stage 
of development of the railway passenger complex 
in the Russian Federation can be correctly called 
a post-reform period. The railway transport reform 
has resulted in creation of an entirely new system 
of forming regional orders for passenger traffic, as 
well as in change of subsidizing system for commer-
cially unfeasible, though socially important, routes 
in subsidized regions, where commuter trains often 
were a single means of public transport, connecting 
towns and settlements with regional or local centres. 
This resulted in increased competition between the 
railway and road transport in the sphere of suburban 
service.

This reform was by no means painless. Some 
researchers in particular believe that a return to 
the original centralized system of passenger traf-
fic would be necessary (Колин, 2015). These ideas 
originated because of the conflicts in a number of 
regions, both between regional authorities and car-
rier companies and between the population and the 
authorities, which conflicts were a result of serious 
blunders when setting up subsidiary companies of 
Russian Railways Joint-Stock Company. It should be 
noted that the process of setting off the suburban 
service as a separate business unit involved some 
contradicting tendencies: on the one hand, preser-
vation of socially oriented suburban routes, and on 
the other hand, deriving maximum profit. The im-
possibility of lossless operation of such companies 
in most of the country’s territory is confirmed by the 
experience of other states; in particular, significant 
state subsidies are characteristic of Germany, France, 
Italy and a number of other states (Шнейдер, 2013). 
A great number of problems revealed in the course 
of the suburban complex reform resulted in a signifi-
cant reduction of railway traffic as well as number of 
routes in several regions of the country.

2. Key indicators of the level of local 
passenger service development

Let us analyze the main characteristics of suburban 
railway transportation in the present-day Russia. The 
local railway communication is not always aimed at 
provision of due commuting service in large-city ag-
glomerations; therefore division into the following 
types would be feasible (Неретин, 2015):
1. Routes in agglomerations of large cities – they are 

aimed at servicing the intensive passenger traf-
fic both in intraregional and interregional trans-
portation. This type should include commuter 

trains in Moscow, St. Petersburg, Novosibirsk and 
a number of other agglomerations.

2. Suburban routes in medium-size cities – they are 
aimed at servicing relatively thinly-populated 
agglomerations. This type should include com-
muter trains of Khabarovsk region, Kurgan region 
and a number of other areas.

3. Routes of peripheral territories – they are char-
acterized by insignificant passenger traffic, but 
the service may not be liquidated due to the ab-
sence of alternative means of transport. The Dno 
– Morino route in Pskov region can be given as an 
example of such route, where a number of settle-
ments have no other connection with the district 
centre. Also this type may include the routes be-
tween major railway junctions having no in-be-
tween big cities, for instance, the route Nevinno-
mysskaya – Mineralnye Vody in Stavropol region.

The following marker indicators are important char-
acteristics for studying the specific features of subur-
ban railway service in the regional context:
•	 share of suburban service in the overall structure 

of railway traffic in the region;
•	 percentage of coverage of suburban passenger 

companies’ losses by regional authorities;
The grading of regions in terms of these indicators 
was made using the Sturgess formula:

n = 1 + 3,322 lgN,

where n is the number of groups; N is the number of 
aggregate units (number of subjects).

However, the resulting groups were enlarged to 
reflect the differences more accurately – more frac-
tional division for medium and high values.

On the average, the share of suburban railway 
service in the Russian Federation is 90.29% (Регионы 
России..., 2015), which is a consequence of high pro-
portion of federal-importance cities for this type of 
rail transportation. It should be noted that the me-
dial index for the regions is 73.41%, which is closer 
to understanding the actual structure of the railway 
traffic. 40 of 82 explored Russian Federation entities� 
(Fig. 1) belong to two categories: regions with medi-
um and high share of suburban service. These types 
include regions with a centre in million-plus cities 
or regions where the regional centre share is signifi-
cant, for instance, Primorsky territory. The Russian 
Federation entities representing these types have 
a highly developed suburban service, as a rule (ex-
ceptions are the Republic of Adygea, the Republic of 
Karachaevo-Cherkessia and the Jewish Autonomous 
Region), that is, the regions where suburban routes 
are predominant in the agglomerations of large cit-
ies. The following trend is also noticeable: the higher 



34  Kirill Samburov

the density of railways in the region, the higher the 
proportion of suburban service.

32 of 82 Russian Federation entities have low 
shares of suburban service – the regions of three 
types: with a share below the average; low and ex-
tremely low shares. In addition to the above grada-
tion, they are divided into two groups:
1. Regions with underdeveloped suburban com-

plex – this type is characterized by a mismatch 
in development of communication routes to the 
scope of suburban service. It includes the follow-
ing Russian Federation entities: Belgorod region, 
Ivanovo region, Kursk region, Orel region, Tam-
bov region, Pskov region, the Republic of Kabar-
dino-Balkaria, Penza region, Lipetsk region, Vo-
logda region, Novgorod region, the Republic of 
Dagestan, the Republic of Mordovia, the Repub-
lic of Chuvashia, Ulyanovsk region, the Republic 
of North Ossetia – Alania, the Chechen Republic, 
the Republic of Mari El.

2. Regions with highly developed long-distance 
railway service - this type includes regions with 
an underdeveloped network of railways and/or 
a large area; the main passenger transportation 
in such regions is carried out by long-distance 
trains - Astrakhan region, Tomsk region, the Re-
public of Karelia, Arkhangelsk region, Tyumen 
region, the Republic of Khakassia, Transbaikal 

region, Khabarovsk region, Sakhalin region, the 
Republic of Komi, Murmansk region, the Khan-
ty-Mansiysk Autonomous Area, the Republic of 
Buryatia, Amur region.

There also exist four regions with the absence of 
suburban railway service and six regions with a total 
absence of railway transport. One should note, tak-
ing the regions with the total absence of suburban 
service, the Yamal-Nenets Autonomous Area and the 
Republic of Sakha-Yakutia, that are characterized by 
a quite well-developed complex of long-distance 
communication and a small number of settlements 
located along the railway. The Republic of Ingushe-
tia, on the other hand, is a region where suburban 
railway service can become the key transport in the 
future, as the only railroad in the region connects the 
largest settlements of the republic: Nazran, Karabu-
lak, Sunzha.

The analysis of current trends in development of 
the suburban railway complex in the Russian Fed-
eration entities would be impossible without taking 
the factor of regional authorities’ policy into account 
– since the regional authorities in the present-day 
Russia have one of the key tools of management 
– provision of transport service to the population 
living in a particular region. As it was already men-
tioned, the range of their powers includes conclu-
sion of contracts for transport service to the public 

Fig. 1. Types of regions by share of commuter trains in the structure of passenger railway traffic 2014.

Source: Регионы России.., 2015.



Typology of Russian regions by level of suburban railway transport… 35

with companies operating in the field of passenger 
service, and, accordingly, their subsidizing aimed at 
compensating for shortfall in incomes.

The system of subsidizing suburban railway traf-
fic, functioning in all regions since 2011, has not 
found support with the Russian Federation entities’ 
authorities. Most of them are incapable or unwilling 
to fully compensate the shortfall in incomes to sub-
urban passenger companies, which leads to regular 
conflicts in this sphere between the authorities and 
the carriers.

Only 11 regions, as of the year 2014, completely 
subsidize the suburban complex (Щукин, 2015), 
another four function without loss (Moscow, St. 
Petersburg, Moscow and Astrakhan regions). This 
situation shows that we are facing a crisis of this 
means of railway transportation. It should be noted 
that it is predominantly the regions with the poorly 
developed suburban complex (for instance, the Re-
public of Adygea and the Republic of Karachaevo-
Cherkessia, the Khanty-Mansiysk Autonomous Area, 
Tomsk and Sakhalin regions) that fully compensate 
the losses as they are characterized by insignificant 
losses due to small scope of traffic; this extends as 
well to the regions with high-intensity and high-
demand suburban complex (for instance, Vladimir 
and Ryazan regions). The first group will also include 
Astrakhan region which has become loss-free due to 
the low-intensity suburban traffic; while the second 
group will include Moscow region, as they are simi-
lar in their characteristics to the above-mentioned 
territories.

Also, 18 regions can be classified as fairly prob-
lem-free, being marked by quite full or nearly full 
compensation policy. This category can be also cor-
rectly divided into two groups according to the fea-
tures of operation of the suburban complex:
1. Regions with low-intensity suburban service, 

and accordingly, with a low level of suburban 
companies’ losses – the Republic of Mordovia, 
the Republic of North Ossetia and the Republic 
of Khakassia; Lipetsk, Murmansk and Orenburg 
regions.

2. Regions with a relatively developed suburban 
complex – normally this list includes the re-
gions that are holders of suburban companies’ 
shares (Щукин, 2015) (Krasnodar, Krasnoyarsk 
and Perm regions; Volgograd, Kemerovo, Novo-
sibirsk, Omsk, Samara and Sverdlovsk regions, 
the Republic of Tatarstan), the exceptions are the 
Republic of Bashkortostan and the Republic of 
Udmurtia.

The most extensive are two groups that include the 
regions that compensate the lost income to carrier 
companies incompletely (slightly more than a half ) 

or partially. Each of these groups comprises 14 re-
gions. This category can be characterized as most 
unbalanced, since the lack of subsidizing can lead to 
a situation of crisis in the region, which has actually 
happened to a number of them. It should be noted 
that the Russian Federation as a whole also falls into 
this category, which evidences the recessive state of 
the complex in general within the country. Accord-
ingly, it can also be divided into several types:
1. Relatively prosperous areas – Arkhangelsk, Ir-

kutsk, Kaluga, Nizhny Novgorod, Rostov and Ya-
roslavl regions, the Republic of Komi, Altai and 
Primorsky territories, Jewish Autonomous Re-
gion. These Russian Federation entities are char-
acterized by preservation of acceptable traffic 
intensity values, however the lack of subsidizing 
can lead to negative consequences for the re-
gion.

2. Pre-recessionary areas – Amur, Voronezh, Ivano-
vo, Kaliningrad, Kirov, Kursk, Penza, Saratov, Tam-
bov, Tula and Chelyabinsk regions, the Republic 
of Kabardino-Balkaria and the Republic of Chu-
vashia. These regions are characterized by gradu-
al decrease in intensity of traffic, in the number of 
transported passengers, as well as by significant 
extent of cancellation of commuter trains. For in-
stance, in 2015 there was a threat of total with-
drawal from suburban traffic in Tula region.

3. Recessionary areas – the republics of Dagestan, 
Karelia, Mari El and Chechnya, Novgorod region. 
They are primarily characterized by preserva-
tion of minimum traffic, as well as by prospects 
of complete renouncement of suburban traffic; 
for most republics this will not be critical, while 
possible cancellation of railway service for Karelia 
and Novgorod region would lead to significant 
deterioration of the situation in a number of pop-
ulated areas.

Among the recessionary regions are 10 areas charac-
terized by a low level of compensation to suburban 
passenger companies, as well as two regions that 
have not envisaged the costs of subsidizing the car-
riers in their budget. These regions are in the most 
dangerous situation with respect to full-value func-
tioning of the suburban railway complex. It is worth 
noting that almost all the regions relating to this 
type have faced the menace of complete or almost 
complete liquidation of traffic at some point. For 
instance, in January 2015, Vologda region (Ильин, 
2015) was completely denied of suburban service; 
a similar situation took shape in Pskov region at the 
same period. Tver region and a number of routes in 
Leningrad region were under threat of almost com-
plete withdrawal from railway service. Summing up, 
it can be noted that this factor affects the operation 



36  Kirill Samburov

of passenger service in the region significantly, so 
highlighting it as one of the indicators for develop-
ment of the suburban railway complex is justified.

As already mentioned, a critical situation took 
shape in the sphere of suburban service at the on-
set of 2015; it was recorded not only in the above 
recessionary areas, but also in relatively prosperous 
regions. In January 2015, termination of service of 
more than 300 commuter trains in 39 regions of Rus-
sia was announced (Власов, Илюхина, 2016). This 
situation took shape as a result of a conflict between 
the regional authorities and the carriers because of 
the Russian Federation entities’ debts to the said 
companies. As far as the routes and regions perform-
ing socially important functions were affected in the 
first place, the conflicts gave rise to a new aspect – 
dissatisfied residents; rallies and picketing, demand-
ing return of commuter trains (including the Repub-
lic of Buryatia, the Republic of Karelia, Vologda and 
Pskov regions and a number of other regions), took 
place in a number of areas. The greatest activity was 
recorded in Vologda region where actions of protest 
were held almost weekly in the period from Decem-
ber 2014 to February 2015.

The protests, court disputes between region-
al authorities and carrier companies, frequent 

cancellation of particular commuter trains – all this 
took place in virtually all constituent entities of 
the Russian Federation, which makes it possible to 
compare them in regional aspect. For this purpose, 
a content analysis of a group «Suburban Train» in 
the social network «Vkontakte» was undertaken, 
where the users recorded major conflict events in 
the sphere of local passenger railway service. A con-
flict event was understood in this case as an event 
caused by disagreement between the authorities, 
carriers and passengers, which resulted in drastic 
deterioration in transport accessibility in a number 
of settlements, or was its consequence. The analysis 
of publications in the group was carried out in the 
period from January 1, 2013 to March 1, 2016. Dur-
ing that period, 362 conflict events were recorded in 
58 Russian Federation entities (Fig. 2).

It should be noted that there exists a negative 
correlation of Pearson (-0.42) between the amount 
of compensation provided for by the regional budg-
et and the number of events. In this case, even full 
compensation in a region (taking even the profit-
ability of the suburban complex) does not exclude 
possible conflicts in the sphere of local railway ser-
vice. For instance, in Vladimir region, in spite of full 
compensation of the shortfall in the carriers’ income, 

Fig. 2. Number of conflict situations in the Russian Federation entities within the period from January 1, 2013 to March 
1, 2016

Source: own elaboration.



Typology of Russian regions by level of suburban railway transport… 37

12 commuter trains were cancelled simultaneously 
in January 2015. In the same year, the regional au-
thorities of Kurgan region expressed dissatisfaction 
in the press regarding the volume of funds specified 
in the agreement with the carrier company, and in 
2014 the passengers were picketing in connection 
with cancellation of a train Chelyabinsk-Kurgan. 
However, the greatest number of conflicts arose in 
the regions where compensation was provided for 
in the insignificant amount, which aggravated the 
negative trends in the suburban complex. In Pskov 
region, where 37 events were recorded, only 21% of 
the required amount was compensated in 2014; in 
Novgorod region – 31 events and 47% respectively, 
in Vologda region – 20 events, with no compensa-
tion from the regional budget.

3. Typology of the Russian regions by level 
of development of suburban service

In order to justify the offered models of operation 
of suburban passenger service in the regions, and 
to identify the approximate level of development of 
this type of transportation (more precise definition is 
not possible due to inadequate statistics), it is neces-
sary to typify all the regions. It was concluded, pro-
ceeding from the results of analysis of the statistical 

base, that it is most optimal to study the develop-
mental characteristics of the local passenger service 
on the basis of calculation of development indices 
using the methodology similar to the human devel-
opment index. The efficiency of use of this type of 
indices for passenger traffic was proved in a mono-
graph by С.А. Тархов (2015) devoted to the areal co-
herence of territories. The book describes the coher-
ence processes within the Russian Federation and 
measures the transformation of this phenomenon 
on their basis. Accordingly, it is possible to apply 
this calculation method for studying other transport 
characteristics; despite the fact that the develop-
ment of suburban railway transport in the region is 
conditioned by many factors, it is still possible to as-
sess its current state by determining the railway sub-
urban service development index (RSSDI):

RSSDI = (w + ps + k)/3

where w  = Wi/100; ps = Psi  / Pmax  ; k = Ki   /100; W is the 
share of suburban service in the overall structure 
of railway traffic; Ps is the number of suburban trips 
per resident of a region; K – the percentage ratio of 
coverage of suburban passenger companies’ losses. 
According to the received data, a regional typol-
ogy sketch map was developed (Fig. 3), showing 
the development of suburban railway service in the 
regions.

Fig 3. Typology of regions in terms of development of suburban railway service 2014

Source: own elaboration.



38  Kirill Samburov

The regions were divided into six types according 
to the level of development of the above complex:
•	 Regions without suburban railway service – the 

Republics of Altai, Kalmykia, Sakha-Yakutia and 
Tyva; Nenets, Chukotka and Yamalo-Nenets Au-
tonomous Areas, Magadan region and Kamchat-
ka territory.

•	 Regions with expressly underdeveloped subur-
ban service – RSSDI from 0.001 to 0.200 – no such 
regions were revealed in the research.

•	 Regions with underdeveloped suburban service 
– RSSDI from 0.201 to 0.400; 20 regions of this 
type were found. They are characterized by low 
railway passenger traffic, great importance of 
long-distance railway service, often a low level of 
compensation for shortfall in income. These re-
gions, as a rule, are recessionary in terms of pas-
senger railway service; the operation of this com-
plex involves a significant number of conflicts 
between regional authorities and carrier compa-
nies. The exceptions within this type are poorly 
developed large-area regions of the European 
North and Siberia (the Komi Republic, Arkhan-
gelsk and Murmansk regions, the Khanty-Man-
siysk Autonomous Area), where the low index 
values are conditioned by areal characteristics, 
not by actions of regional authorities. The most 
demonstrative example of regions of this type is 
Vologda region that has the lowest index among 
the Russian Federation entities; this region, as 
already mentioned, was barred from suburban 
service in January 2015 because of a conflict 
between the regional authorities and the North-
ern suburban passenger company. An example 
of another type of conflict was Belgorod region 
where the authorities repeatedly sued the subur-
ban passenger company “Chernozemie” and the 
North Caucasian suburban passenger company.

•	 Regions with a medium-developed suburban 
service – RSSDI from 0.401 to 0.600. This type in-
cludes 28 regions which are characterized by rel-
atively low rates of traffic; however the operation 
takes place in the conditions of a harmoniously 
developed complex that provides the population 
with its services to a full extent. The group is still 
not crisis-free, as various conflicts are typical for 
it as well; for instance, Tula region could lose sub-
urban service in February 2015. But in general it 
is worth noting that this type is quite stable, and 
various problems affecting the operation of the 
suburban service are resolved quickly in a dia-
logue between the regional authorities and car-
rier companies.

•	 Regions with highly developed suburban service 
– RSSDI from 0.601 to 0.800. This type includes 20 

Russian Federation entities characterized by high 
figures of transported passengers, full or nearly 
full subsidization of the suburban passenger 
companies operating in the region, high share 
of suburban service in the structure of railway 
traffic. They include both small-size regions with 
a relatively developed suburban complex (the re-
publics of Adygeya and Karachaevo-Cherkessia; 
Kaliningrad, Kaluga and Ryazan regions) and 
large regions that comprehensively develop the 
railway service as one of the key means of pas-
senger traffic – Volgograd, Irkutsk, Kirov, Kurgan, 
Nizhny Novgorod, Samara and Sverdlovsk re-
gions; Krasnoyarsk, Perm and Primorsky territo-
ries, the Republic of Tatarstan. Leningrad region 
should be characterized separately since this 
region is closely connected with St. Petersburg; 
it has high figures of passenger traffic. However, 
the regional authorities did not ratify the costs of 
subsidizing the suburban complex in the bud-
get, which ended in a winter crisis of 2014–2015, 
when there was a threat of cancellation of trains 
in a number of socially significant routes.

•	 Regions with extremely highly-developed subur-
ban service – RSSDI from 0.801 to 1.000. This type 
includes only three regions – Vladimir, Moscow 
and Novosibirsk regions. They are characterized 
by the highest figures of transported passengers, 
by profitability or full compensation for losses of 
suburban passenger companies. The authorities 
of these regions make the suburban railway ser-
vice a key element of operation of the passenger 
service in the region.

This typology, operating with three indicators and 
a development index based on them, highlights the 
key features of the current state of the suburban 
railway complex in the regions. The analysis of these 
features makes it possible not only to identify the 
current characteristics of the complex, but also to 
base the further development of suburban service 
in the Russian Federation entities upon them.

4. directions of regional policy 
in the sphere of suburban railway traffic

One may conclude, on the basis on the held analy-
sis, that all the Russian Federation entities having 
a suburban railway service can be divided into two 
groups (Fig. 4):
•	 Regions characterized by a policy of preferen-

tial withdrawal from suburban railway service 
in favour of bus transportation – they are char-
acterized by frequent conflicts, steady decline in 
orders for transportation. Only those suburban 



Typology of Russian regions by level of suburban railway transport… 39

routes that provide for no alternative means of 
transport remain.

•	 Regions characterized by a policy of maintaining 
acceptable scope of service for full-value func-
tioning of the suburban railway complex – the 
conflicts in these regions are less frequent; at 
the same time not only the geography of routes, 
but also the pairing of trains is predominantly 
preserved. In some regions, the routes that were 
previously closed are resumed – in Primorsky ter-
ritory, Saratov region and in several others.

It should be noted that it is impossible to single out 
any regions in the Russian Federation preserving the 
tendency to extend the geography of commuter 
train routes and/or to increase the frequency in their 
service in the post-reform period. Some success in 
the development of this type of railway service was 
characteristic of Leningrad and Moscow regions 
(introduction of high-speed trains in a number of 
routes), Altai territory (increase in traffic frequency 
on the route Barnaul-Biysk) and a number of others. 
However, it is worth noting that one can observe 
shortage of passengers and reduction in traffic vol-
umes even in these regions.

5. brief conclusion

Summarizing the results of the research, it is worth 
noting that the post-reform period at the suburban 
railway service was characterized by considerable 
recessionary phenomena. Since the emergence of 
a fundamentally different operation scheme for the 
railway complex in 2011, the preservation of accept-
able volume of traffic has become increasingly diffi-
cult for regional authorities due to significant losses 
involved in this type of transport communication. 
At the same time, the need to preserve socially im-
portant routes, along with the expressed temptation 
to withdraw from commuter trains in favour of bus 
transportation, entail a significant complication in 
making decisions regarding development of passen-
ger transport. One should note as well the emerging 
contradictions between the regional authorities and 
carrier companies that often lead to development 
of protest moods among the population. All this 
encourages the managers to pay more attention to 
the micro-regional level in order to take into account 
both the peculiarities of transport systems at the lo-
cal level and the demands of the population. For 
more detailed specification of characteristics of the 
suburban railway complex, it is necessary to study 
the current trends at the regional level and to make 
a detailed analysis of every route on their basis.

Fig. 4. Types of regional policy in the sphere of suburban railway passenger service 2014

Source: own elaboration.



40  Kirill Samburov

References

Map of Russian regions, https://upload.wikimedia.org/
wikipedia/commons/5/5c/Russia-Subdivisions_with_
Crimea.png [19.09.2017]

Власов А.В., Илюхина С.С., 2016, Развитие российских 
региональных систем железнодорожных пассажир-
ских сообщений с использованием зарубежного 
опыта (на примере Österreichischen Bundesbahnen Ag.; 
Deutsche Bahn Ag.), Модернизация. Инновации. Разви-
тие, 1(25), 141–146.

Ильин В.А., 2015, Настораживающие тенденции, 
Экономические и социальные перемены: факты, тен-
денции, прогноз, 1(37), 9–15.

Колин А.В., 2015, Актуальность системных преобразова-
ний в пригородных железнодорожных перевозках, 
Транспорт Российской Федерации. Журнал о науке, 
практике, экономике, 1(56), 7–11.

Неретин А.С., 2015, Роль местного железнодорожного 
сообщения в обеспечении мобильности населения 
малолюдных районов (на примере Костромской об-
ласти), Региональные исследования, 4(50), 34–42.

Регионы России. Социально-экономические показатели – 
2015 г., 2015, Федеральная служба государственной 
статистики, http://www.gks.ru/bgd/regl/b15_14p/Main.
htm [22.09.2017].

Тархов С.А., 2015, Изменение связности пространства 
России (на примере авиапассажирского сообщения), 
Издательство «Ойкумена», Москва - Смоленск.

Шнейдер М.А., 2013, Механизм взаимодействия субъектов 
рынка пригородных железнодорожных перевозок, 
Вестник государственного университета морского 
и речного флота им. адмирала С.О. Макарова, 2(18), 
179–185.

Щукин В.В., 2015, Экономическое обоснование системы 
субсидирования железнодорожных пригородных пере-
возок. PhD typescript in МГУПС, Москва.