Conclusion and discussion
This research aims to examine the system of
inland logistics nodes in Vietnam with the inclusion
of the relationship and integration between inland
logistics nodes and main seaports. The study first
determined the major charateristics of inland logistics
nodes based on the desk research of literature review.
Then data of Vietnamese inland logistics nodes are
collected before a statistical descriptive analysis was
carried out to provide insights of the inland node
system.
We found that despite of the large number and
long-developed history, the inland logistics nodes are
under developed and lagging behind the full advance
concept of dry ports with international importance.
These nodes are small in scale and over reliance on
road transport in connection with seaports. The
distances between load centers and seaports are quite
short which reduce their competitiveness with the
direct transport by road between end customers and
seaports. The role of Vietnamese inland logistics
nodes therefore is insignificant in assisting and
relieving seaports. That comes from a number of
reasons as follows. The first reason is the separation
of ICDs and logistics center development. In
developed, system such inland terminals should be colocated with logistics sites to complement for each
other and utilise the economies of scale. Second, the
transport infrastructure of rail is insubstantial while
inland waterway development is limited in the South.
Third, there is a lack of macro planning in developing
inland nodes in correspondance with seaports and
economic zone developments. However, there is an
emergence o a few large scale ICDs which integrate
the logistics sites. These are the efforts of a mega
player from private sector, which is promising to grow
as the lead player in the logistics sector of domestic
market.
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DEFINING CHARACTERISTICS OF VIETNAM’S INLAND LOGISTICS
NODE SYSTEM: INSIGHTS FROM A STATISTICAL ANALYSIS
XÁC ĐỊNH CÁC YẾU TỐ ĐẶC TRƯNG CỦA HỆ THỐNG NÚT LOGISTICS NỘI
ĐỊA Ở VIỆT NAM THÔNG QUA PHÂN TÍCH THỐNG KÊ MÔ TẢ
NGUYEN CANH LAM1*, NGUYỄN MINH ĐỨC2
1International School of Education, Vietnam Maritime University
2Faculty of Economics, Vietnam Maritime University
*Email: nguyencanhlam@vimaru.edu.vn
1. Introduction
According to Roso et al. [1], the target of
transportation system is the movement of cargoes
from the original point to the destination through a
network of nodes and links. Whereas the links might
include a combination of various transportation
modes such as waterway, motorway, railway and
airway, the nodes are places for packaging, handling,
storage or other value-added activities. As a result of
containerization and improvement of technology, the
volume of seaborne trade has risen significantly.
Consequently, the role of transport nodes, i.e. seaports
and inland terminals, are also changed to meet the
requirement of higher integration level to hinterland.
Similarly, the concept of port regionalization
discusses the integration of gateway ports to inland
nodes through corridors indicated to form local
handling centers [2]. The appearance of inland ports
is therefore considered as an indispensable
consequence of containerization trend and the
increase of integration between seaports and inland
networks. In the supply chain, the inland logistics
nodes might work as inland centers to enhance the
movement of shipments or be exented to seaports to
solve the limit of capacity, natural limits or problems
arising from bigger business scale as congestion or
environmental issues.
The reseaches of inland nodes have been
increasing significantly in the past twenty years as a
critical way to reduce the total logistics cost [3].
However, there is a wide diversity in the
conceptualization and application of inland node set
up in different countries [4]. Such diversification
requires a close look and specific evaluation on each
context. In Vietnam, inland node system are discussed
in logistics reports of public and private organizations,
but these are mere description of the existing network.
There is a need of evaluating Vietnamese inland node
system in a systemactic way using quantitative
Abstract
This research aims to examine the system of inland
logistics nodes in Vietnam in view of the
relationship and integration between inland
logistics nodes and main seaports, as well as the
transport legs connecting those terminals. The
inland logistics nodes defined in this study include
dry ports, ICDs, logistics centers and rail/inland
waterway terminals existing in the country. We first
determined the major charateristics of inland
logistics nodes based on the desk research of
literature review. Then data of Vietnamese inland
logistics nodes are collected from secondary
sources and own calculations before a statistical
descriptive analysis was carried out to provide
insights of the inland node system. The discussion
of the current status and development direction of
Vietnamese inland logistics nodes are followed
accordingly.
Keywords: Inland terminal, Vietnam, statistics,
dry port, ICD, logistics center.
Tóm tắt
Nghiên cứu này nhằm đánh giá hệ thống các điểm
nút logistics nội địa chính ở Việt Nam trong mỗi
quan hệ và tích hợp giữa các điểm nút này với cảng
biển và kết nối giao thông giữa các điểm nút này.
Bài báo tập trung vào các ICD và trung tâm
logistics của đất nước có kết nối với cảng biển.
Đầu tiên chúng tôi xác định các yếu tố đặc trưng
của các điểm nút logistics nội địa thông qua nghiên
cứu cơ sở lý luận. Sau đó chúng tôi thu thập và tính
toán các số liệu của các điểm nút logistics nội địa
Việt Nam ứng với các yếu tố đặc trưng đó trước khi
tiến hành phân tích mô tả để đưa ra những cái nhìn
sâu về hệ thống này. Sau đó nghiên cứu thảo luận,
nhận định về tình hình thực trạng về hệ thống các
nút logistics nội địa ở Việt Nam.
Từ khóa: Bến nội địa, Việt Nam, thống kê, cảng
cạn, ICD, trung tâm logistics.
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approach. Our research objective aims to examining
and identifying such system using a statistical
descriptive approach. The sub research questions
include (1) which characteristics should be used to
define an inland node and (2) how the characteristics
of Vietnam inland nodes are.
By reviewing and synthesizing the recent
literature of inland nodes, we point out the main
characteristics for identifying an inland node system.
We then collect the data of such characteristics of
inland node system in Vietnam, mainly from
secondary sources. Afterward, current situation of
Vietnam’s inland logistics nodes will be statistically
examined in order to reveal general characteristics of
the system. The research outcome should interest
stakeholders in the industry, such as central and local
government, maritime parties, inland transport and
logistics companies by providing the insight of the
current system for their strategic decision.
The structure of the paper consists of five sections
as follows. After the introduction, the paper reviews
the theoretical backgrounds on inland logistics nodes,
including their concept, classification and
characteristics. We then explain the methodological
approach and data collection. Afterward, a statistical
descriptive analysis was carried out to provide
insights of the inland node system. The discussion of
the current status and development direction of
Vietnamese inland logistics nodes are followed
accordingly.
2. Literature review
2.1. Concepts of inland logistics nodes
There are diversified facilities are set up as inland
logistics nodes, including inland container depots
(ICDs), dry port, logistics centers, freight village and
inland terminals. ICD or dry port is an inland
intermodal terminal connected directly to seaports to
offer services of leaving or picking containers as if in
seaports to customers. The main functions of an ICD
are cargo handling, empty container services and
customs clearance. Logistics centers are defined as
multimodal terminals where shipments are transferred
between different transport modes to serve local,
national or international markets [5]. Typical
functions of logistics centers include transportation,
cargo handling, storage, sorting and labeling.
According to Langevin & Riopel [6], a logistics center
is a node of logistics networks, playing an important
role in the flow of shipment to provide logistics
services such as distribution, cargo processing,
storage and consolidation. They emphasized that the
major difference between a logistics center and
warehouse is in the volume of storage; in a logistics
center, the volume of storage should be limited or
even eliminated and the logistics center should have
capabilities to serve the movement of shipments. The
most popular and widely accepted definition of
logistics center was provided by the European
Association of Freight Villages and Logistics Center.
Such center is defined as an identifined area within
which all activities relating to the transport, logistics
and distribution of goods, both for national and
international transit, are carried out by various
operators on a commercial basis [7]. Inland terminals
may refer to facilities where cargo is received or
dispatched on various modes of transport. They can
be inland waterway terminal, railway station, airport
or intermodal freight centers. Finally, the advance dry
port concept refers to (1) large scale inland terminals
with (2) dedicated and high capacity connection to
seaports and (3) integrate with wide range of logistics
activities [8].
2.2. Characteristics of inland logistics nodes
General characteristics of inland logistics nodes
are well discussed in the literature of Nguyen and
Notteboom [8], Roso and Lumsden [1], Notteboom et
al. [4], Notteboom and Rodrigue [9] and UNESCAP
[10]. First, an inland logistics node should be defined
by its role in the domestic logistics system, i.e.
satellite terminal or load centers or transloading center.
Satellite terminals are ones located in the proximity of
seaports and work as seaports’ extensions. Load
centers are situatated near the inland market, i.e.
export or import base, to consolidate and
deconsolidate the cargo flow. Transloading ones are in
the middle between seaports and market to transload
cargo between two transport systems (for example,
rail to rail).
The second main characteristic of inland nodes is
the scale or capacity. Larger scale inland nodes are
likely to handle higher traffic from/to seaports [8].
Third, as large scale inland nodes are likely to connect
to seaport, we should draw attention to the dominant
seaport where the majority of cargo of such inland
nodes come from/to. Also, the transport leg to
seaports is the crucial factors that influences the
inland logistics node’s performance. According to [1]
and [11], such transport leg should be dedicated for
the fast, reliable and high capacity connection
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between inland logistics nodes and seaports, preferred
by rail or inland waterway. For example, in the US
there exist a high speed and double stack train
connecting inland nodes and seaports in East and West
coasts [12]. In European, such connections are carried
out by inland waterway to connect inland ports and
seaports [9]. Such characteristics could be accessed by
the distance to the nearest seaports, modes of
connection, capacity and reliability of those
transportation modes. Finally, we consider other
factors such as geographical location, specific local
issues, years of operation which might be used for the
evaluation.
3. Methodology and analysis framework
The process employed to perform the research is
as follow: firstly, research on theoretical background
to point out important characteristics impacting
effectiveness of the inland logistics system, secondly,
collecting statistical data of those characteristics from
both updated reports and interviews with experts
working in seaports, ICDs and logistics enterprises
and lastly, applying descriptive statistics methodology
to analyze the given charateristics for comprehensive
understanding on Vietnam inland logistics system.
As synthesized in the literature of inland nodes,
the analysis framework for evaluating inland nodes in
Vietnam including three main charactertistics, i.e. the
role in the port-hinterland system, the size of inland
nodes and the connection between inland nodes and
seaports (Figure 1).The descriptive analysis of inland
logistics nodes in Vietnam is performed based on
secondary information and data.
As the data on inland logistics nodes are not
abundantly available in Vietnam, they are collected
from various sources, i.e. literature [11, 13-16], own
calculation (using Google Earth and Google Map) and
these inland logistics nodes’ webpages. Among these,
the area of inland logistics nodes is the actual
geographical area in use calculated in hectares. The
connecting transport mode is about whether an inland
logistics node has rail or inland waterway (IWT)
connectivity with any seaports other than road. The
distance between inland logistics nodes and seaports
is estimated by the shortest distance from these nodes
to the dominant seaport by road using Google Map. In
addition, the role of inland logistics nodes in the port-
hinterland setting (i.e. satellite terminals, load centers
and transmodal terminals) is obtained by analyzing
each dry port’s situation. The dataset of inland
logistics nodes is also classified by their geographical
location, i.e. North, Central and South, and the type of
logistical nodes, i.e. ICD (Table 1), logistics center
(Table 2) and collocation of these nodes.
4. Defining characteristics of Vietnam’s inland
logistics nodes
The inland node system of Vietnam includes ICDs,
logistics centers, depot, inland transport terminal. In
this study, we focus on examining the ICD system and
logistics center sytem as in Vietnam as they are the
significant scale facility with connection to seaports.
Depot, rail terminals or inland waterway terminals are
integrated into these ICDs and centers. We found that
in Vietnam, there are two large scale inland nodes that
are close to the advanced dry port concept as
discussed later.
Figure 1. The main characteristics group of inland nodes
Defining inland node characteristics
Scale (size, total area, capacity...)
Seaport connection (dominant seaport,
connecting transport leg, distance)
The role in port-hinterland logistics
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Table 1. The list of ICDs in Northern and Southern Vietnam
ICD name
Location
(city/
province)
Area
(hectares)
Connecting
modes
Dominant
seaport
Distan-ce to
seaport
(km)
Role
Northern Vietnam
Gia Thuy Hanoi 1 Road Hai Phong 120 Load center
My Dinh Hanoi 5.2 Road Hai Phong 135 Load center
Tien Son Bac Ninh 10 Road Hai Phong 130 Load center
Hai Duong Hai Duong 10 Road Hai Phong 44 Load center
Thuy Van Hanoi 2.1 Road Hai Phong 120 Load center
Lao Cai Lao Cai 4.5 Road & Rail Hai Phong 418
Load center
/trans modal
Hoa Xa Nam Dinh 5.6 Road Hai Phong 95 Load center
New Port
Hai Phong
Hai Phong 29.5 Road Hai Phong 12 satellite
Phuc Loc Ninh Binh 34.5 Road Hai Phong 142 Load center
Hai Linh Phu Tho 13.5 Road & IWT Hai Phong 188 Load center
Mong Cai Quang Ninh 40 Road
Cai Lan/
Hai Phong
201 Trans-modal
Quang Binh
Dinh Vu
Hai Phong 10 Road Hai Phong 12 Load center
Southern Vietnam
Phuoc Long Ho Chi Minh 12 Road & IWT
Cat Lai/
Cai Mep
10.9 Satellite
Transimex Ho Chi Minh 9.4 Road & IWT
Cat Lai/
Cai Mep
11.3 Satellite
Sotrans Ho Chi Minh 10 Road & IWT
Cat Lai/
Cai Mep
10 Satellite
Tanamexco -
Tay Nam
Ho Chi Minh 12.5 Road & IWT
Cat Lai/
Cai Mep
11.4 Satellite
ICD Phuc
Long
Ho Chi Minh 10 Road & IWT
Cat Lai/
Cai Mep
12 Satellite
Tan Tao Ho Chi Minh 6.4 Road
Cat Lai/
Cai Mep
30 Load center
Tan Cang -
Long Binh
Dong Nai 105 Road
Cat Lai/
Cai Mep
31.9 Load center
Dong Nai Dong Nai 18 Road
Cat Lai/
Cai Mep
34.2 Load center
Bien Hoa Dong Nai 18 Road
Cat Lai/
Cai Mep
24.3 Load center
Tan Cang -
Nhon Trach
Dong Nai 11.1 Road & IWT
Cat Lai/
Cai Mep
6.7 Satellite
Tan Cang -
Song Than
Binh Duong 50 Road & Rail
Cat Lai/
Cai Mep
22.9 Load center
TBS Tan
Van
Binh Duong 22 Road & IWT
Cat Lai/
Cai Mep
22.8 Load center
Source: Authors’ compilation from ICDs’ homepages and various Internet sources.
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4.1. The ICD system
The ICD system in Vietnam is different between
the North and the South, while in the Central there is
currently no ICD. In the North of Vietnam, there are
11 ICDs, which could be classified into two groups.
Group 1 includes old ICDs, built more than 10 years
ago, consist of Gia Thuy ICD, My Dinh ICD, Tien
Son ICD, Hai Duong ICD, Thuy Van ICD and My
Dinh ICD. These are small ICDs with less than 10
hectares area each and low throughput capacity.
Group 2 includes new ICDs which were built since
2015, i.e. Phuc Loc ICD, Mong Cai ICD, Hai Linh
ICD and ICD New Port Hai Phong. These are larger
ICDs with average area of more than 30 hectares. The
total annual throughput of ICDs in the North is around
50,000 TEUs, which accounts for only 0.2% of the
seaports’ throughput.
In the North, most ICDs are inland load centers,
serving industrial zones or consumption areas. The
average distance to the main sea port of these
terminals is 157 km, ranging from 44 km to 418 km.
Among the others, only New Port Hai Phong ICD is
the satellite terminal, located 12 kms away from the
dominant seaport. Besides, there are two load center
ICDs also functioning as transmodal terminals, i.e.
Mong Cai and Lao Cai, to facilitate the movements of
cargo between China and Vietnam. In terms of
connectivity, most ICDs are unimodal with only road
connection. Lao Cai ICD is the only one which
connects to seaports through a railway system, but the
capacity of the linking train is limited at around 20
containers per day [16]. Besides, Hai Linh ICD is the
only terminal in the North having inland waterway
access.
In contrast to Northern ICDs where road transport
connecting to and from them is dominant, the ICDs in
Southern Vietnam are more developed with the
standout role of inland waterway connectivity. Seven
out of 12 ICDs there are satellite terminals which are
located around 10 kms from the dominant seaports.
All of them have connection to seaports using the
combination of road and inland waterway. These
ICDs are small in scale with the area of around 10
hectares, functioning as extended gates of seaports.
This is the result of the limited capacity issue that
seaports in the South are facing. As these seaports
have no space for expansion, empty containers are
transported from/to seaports to such ICDs via inland
waterway for storage and other services, such as
container cleaning, repair or maintenance. ICDs as
load centers in the South, in contrast, are located
further in the hinterland, about 30 kms from the
seaport. They are situated in the proximity of the
economic zones in Binh Duong and Dong Nai
provinces and Ho Chi Minh City. The size of such
ICDs varies from 6.4 to hundreds of hectares. There
exist two large load centers, i.e. Tan Cang Song Than
and Tan Cang, functioning also as logistics centers.
Most of inland load centers in the South are unimodal,
connecting to seaports by road. TBS Tan Van ICD is
the only inland node that has inland waterway
connection with seaports.
Figure 2. Scale of ICDs in Vietnam
Figure 3. The modal split of inland nodes-seaports
connection
Figure 4. Distance to seaports
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In terms of the role of ICDs in the chain between
seaports and hinterland: from the Table 1, 66% of
current ICDs play as Load center, whereas 26% and
9% of those are Satellite terminal and Transmodal,
respectively. The scale distribution of Vietnam ICDs
is presented in the Figure 2, showing that most of
ICDs are quite small (less than 20 ha) and there are
few large scale ICDs (larger than 100 ha). With
regards of connectivity to seaports, the Figure 3 shows
that the movement of shipment between ICDs and
seaports over relies on road transport. The connection
using inland waterway is significant while railway
uses are very little. The figure 4 exlore the fact that
the distance between seaports and ICDs is quite short
as 61% of ICDs is less than 50 km far from the nearest
seaports. Almost ICDs is less than 200 km far from
seaports except only one case of Lao Cai ICD.
4.2. The system of logistics centers
In Vietnam, logistics centers are apparently all
load centers. They are mostly concentrated in national
economic centers in parallel with the development of
production, distribution and big-scale consumer
markets. They are performing various activities in
distribution centers such as cargo receipt, storage,
preparation and delivery serving customers’ orders.
Other services which are offered to customers include
transportation, cross-docking, labeling, packing and
packaging, order processing, shipping and receiving.
Key features of major logistics centers in Vietnam are
summarized in Table 2.
All these logistics centers are located closely to
industrial zones and work as load center for such
zones. However, their connection to seaports is
mostly relied on road transport. The common size of
these logistics centers is also small with many of those
being smaller than 10 hectares or even one or two
hectares. The biggest one is the Geodis Wilson Cat Lai
Logistics Center which is located on a total area of
250 hectares. The range of services offered by
Vietnamese logistics centers is also limited, especially
value-added logistics services. In fact, many logistics
centers play the role as ICDs with some extension of
services. They mainly support business activities of
companies, especially foreign companies rather than
a specific industry or an economic region. These
Table 2. Major logistics centers in Northern and Southern Vietnam
Name
Location
(city/
province)
Area
(hectares)
Connecting
mode
Dominant
seaport
Distance
to seaport
(km)
Role
Northern Vietnam
Green Dinh Vu Hai Phong 7.6 Road Hai Phong 1 Load center
Dam Co Haiphong 1.1 Road Haiphong 1 Load center
Cai Lan VOSA Quang Ninh 2 Road Cai Lan 1 Load center
Kim Thanh Lao Cai 5.7 Road Hai Phong 416 Load center
Tien Son Bac Ninh 10 Road Hai Phong 130 Load center
Central Vietnam
Kerry Logistics Da Nang 1 Road Da Nang 14 Load center
Southern Vietnam
ICD Tan Cang - Long Binh Dong Nai 105 Road Cat lai 30 Load center
ICD Tan Cang Song Than Binh Duong 50 Road Cat Lai 24 Load center
Gemadept (No1 & 2 DC) Binh Duong 3 Road Cat Lai 24 Load center
TBS Logistics Center Binh Duong 13.5 Road Cat Lai 23 Load center
Dam Co Binh Duong 3.7 Road Cat Lai 23 Load center
Transimex Binh Duong 1.8 Road Cat Lai 21 Load center
ITL Binh Duong 5 Road Cat Lai 17 Load center
Geodis Wilson HCM 250 Road Cat Lai 20 Load center
Schenker Gemadept Binh Duong 1 Road Cat lai 23 Load center
Uniliver Vietnam Binh Duong 10 Road Cat Lai 25
Source: Authors’ compilation from logistics centers’ homepages and various Internet sources.
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logistics centers are still not integrated to form an
efficient logistics system for the country. They are
currently controlled by companies providing services
of logistics centers with very limited collaboration
and coordination with general policies or economic
plans of local provinces.
4.3. The emergence of advanced dry ports
According to inland node literature [1, 11], an
advanced inland logistics node, called dry port, should
be (i) an intermodal terminal with (ii) strong
connection to seaports and (iii) integrated or
collocated with logistics service area. In Vietnam,
most inland logistics nodes are small-scaled and only
have one or two parameters of those. However, there
appears a few inland logistics nodes that integrate ICD
and logistics center functions in the same location, for
example, the cases of ICD Tan Cang Song Than and
ICD Tan Cang Long Binh. They are both subsidiaries
of Sai Gon New Port Corporation, the biggest
container terminal operator in Vietnam. The company
provides a wide range of services, including terminal
operation, cargo handling, logistics and other
maritime services. Both ICDs are located in the
proximity of industrial zones to facilitate the
movement of export/import cargo to/from seaports,
with the priority of Tan Cang Cat Lai Port and other
subsidiaries of the company. Apart from the ICD
functions, i.e. terminal services, container services
and customs clearance, Tan Cang Song Than and Tan
Cang Long Binh have a vast area of warehouses to
offer a wide range of logistics services, such as
distribution and other value-added services, such as
packaging or labelling. Specifically, Tan Cang Song
Than ICD has 22 hectares of warehouse for
distribution center, bonded warehouse, domestic
warehouse and CFS and 10 hectares of container yard.
Similarly, Tan Cang Long Binh ICD has 50 hectares
of warehouses and 5.6-hectare area for container yard.
However, both ICDs does not have multimodal
connection to seaports as they rely on road connection
to move cargo from/to the sea.
They are parts of Tan Cang Corporation’s
ecosystem including seaports, domestic transportation
and shipping to offer door-to-door services to
customers. However, compared with advanced
integrated inland terminals in developed countries,
number of issues in those Vietnam’s terminals should
be improved. The key relies on a specific transport
infrastructure system connecting seaports to those
ICDs. It is a prerequisite condition to enhance
efficiency of logistics system. The connection should
be performed by railway or inland waterway due to
high capacity and reliability
5. Conclusion and discussion
This research aims to examine the system of
inland logistics nodes in Vietnam with the inclusion
of the relationship and integration between inland
logistics nodes and main seaports. The study first
determined the major charateristics of inland logistics
nodes based on the desk research of literature review.
Then data of Vietnamese inland logistics nodes are
collected before a statistical descriptive analysis was
carried out to provide insights of the inland node
system.
We found that despite of the large number and
long-developed history, the inland logistics nodes are
under developed and lagging behind the full advance
concept of dry ports with international importance.
These nodes are small in scale and over reliance on
road transport in connection with seaports. The
distances between load centers and seaports are quite
short which reduce their competitiveness with the
direct transport by road between end customers and
seaports. The role of Vietnamese inland logistics
nodes therefore is insignificant in assisting and
relieving seaports. That comes from a number of
reasons as follows. The first reason is the separation
of ICDs and logistics center development. In
developed, system such inland terminals should be co-
located with logistics sites to complement for each
other and utilise the economies of scale. Second, the
transport infrastructure of rail is insubstantial while
inland waterway development is limited in the South.
Third, there is a lack of macro planning in developing
inland nodes in correspondance with seaports and
economic zone developments. However, there is an
emergence o a few large scale ICDs which integrate
the logistics sites. These are the efforts of a mega
player from private sector, which is promising to grow
as the lead player in the logistics sector of domestic
market.
This research outcome contributes to the literature
of inland logistics nodes by examining a specific case
study in Vietnam. This could be used as reference for
further studies of Vietnam inland node system
planning and development. Stakholders from the
97
TẠP CHÍ KHOA HỌC CÔNG NGHỆ HÀNG HẢI Số - 62 (04/2020)
JOURNAL OF MARINE SCIENCE AND TECHNOLOGY (ISSN: 1859-316X) JMST
industry, such as maritime parties, inland transport
and logistics companies could also gain insights from
the study for their strategic decisions.
Acknowledgement
This research is funded by Vietnam National
Foundation for Science and Technology Development
(NAFOSTED) under grant number 502.99-2019.20.
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Received: 18 December 2019
Revised: 03 March 2020
Accepted: 15 March 2020
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