The Effects of Implementing
Sustainability and Digitalization Management on Small Shipping Companies�
Competitive Advantage Ridwan Ongkowidagdo, Dadan
Umar Daihani, Agustinus Sri Wahyudi Universitas Trisakti,
Jakarta, Indonesia Email: [email protected] |
Keywords |
Abstract |
Competitive Advantage, Dynamic
Capabilities, Service Capabilities, Sustainability, Digitalization, Small
Shipping Companies |
Sustainability and digitalization have been important issues for the
world shipping industry in recent years. Shipping companies need to address
these issues to be able to thrive for the long run, including the small
shipping companies in Indonesia. However, there has not been any empirical
study on the effects of implementing sustainability and digitalization
management on the competitive advantage of small shipping companies. This
study aims to analyze the effects of sustainability
and digitalization management, termed Sustainable Shipping Management (SSM)
and Shipping Digitalization Management (SDM) respectively, on Indonesian
small shipping companies� competitive advantage (SCA). Since Dynamic
Capabilities (DC) and Service Capabilities (SC) are considered to be
essential capabilities in creating sustainable competitive advantage based on
Resource-Based View (RBV) theory, this study focuses on the roles of DC and
SC in mediating the SSM and SDM effects on SCA. It utilized survey method on
top management of Indonesian small shipping companies. It used sample from
the population, selected using non-probability sampling technique and
purposive sampling method. There were 185 respondents from 170 companies
qualified to participate in this study. The result shows that SSM and SDM
positively affects SCA, either directly or indirectly via the mediations of
DC and/or SC. SSM and SDM are both found to contain the elements of DC and
SC, therefore their implementations are important for the companies to create
and maintain competitive advantage. It provides insights for the owners or
the management of Indonesian small shipping companies on how to allocate
their limited resources in SSM and SDM to build and strengthen their
competitive advantages. It also calls for policies and incentives developed
and created by the government and related agencies to assist the small
shipping companies to implement sustainable management and conduct digital
transformation. � 2024 by the authors. Submitted �for possible open access
publication under the terms and conditions of the Creative Commons
Attribution (CC BY SA) license (https://creativecommons.org/licenses/by-sa/4.0/). |
1. Introduction
International
Maritime Organization (IMO) has identified two issues that are going to reshape
the world shipping industry: sustainability (IMO, 2021c) and digitalization
(IMO, 2020). With stricter regulation on sustainability (IMO, 2021b) and rapid
growth of digital technology it is very imperative for shipping companies to
address these issues appropriately, including shipping companies in Indonesia.
Sustainable Shipping Management (SSM) and Shipping Digitalization Management
(SDM) are the effects of these efforts.
�� The implementation of sustainable business
activities and digitalization, however, are very challenging for Indonesian
shipping companies as most of them are categorized as small shipping companies
(INSA, 2018). Within this category the companies usually possess limited
resources that become barriers to perform sustainable business activities and
digitalization (Baycik & Gowda, 2023), (Caballero-Morales, 2021), (Zayed & Yaseen, 2021).
Moreover, given today�s increased demand from stakeholders for companies to
comply with sustainability requirements (IMO, 2021b; Arsenault, 2020; Rousseau
and Deschacht, 2020) and intense effect of Industrial
Revolution 4.0 towards shipping industry (Aiello et al., 2020), shipping
companies need to address these issues simultaneously.
�� The companies� inability to address these
issues will negatively affect their competitive advantages (Cohen, 2023; Hsiao,
2024) and, thus, their business survival. In logistic industry, competitive
advantage can be created from dynamic capabilities (Chen, Fung, & Yuen, 2019) and/or
service capabilities (Lai, 2004). Hence,
drawing from Resource-Based View (RBV) theory (Barney, 1991), it can
be argued that implementing SSM and SDM is important for Indonesian small
shipping companies to create and maintain their competitive advantages through
their dynamic capabilities and/or service capabilities.
�� Currently there have been quite a number of
studies analyzing the relationship between sustainability and the competitive
advantage of companies in various industries and countries (Kwarteng, Dadzie, & Famiyeh, 2016); (Walsh & Dodds, 2017); (Cantele & Zardini, 2018); (Guti�rrez-Mart�nez & Duhamel, 2019).
Several studies had analyzed the relationship between sustainability and
competitive advantage of companies in the liner shipping industry (Shin & Thai, 2016); (Jozef, Kumar, Iranmanesh, & Foroughi, 2019).
However, a study that also analyzes this relationship within small shipping companies management in developing countries such as
Indonesia has not yet been found.
�� The relationship between digitalization and
competitive advantage has been widely studied. One of these studies was
conducted by (Knudsen, Lien, Timmermans, Belik, & Pandey, 2021) that
concluded the more digitalization, in this case the impact of managing Big Data
and its networks, complements a business model, the greater the possibility of
forming a large and sustainable competitive advantage. The topic of
digitalization in small and medium sized enterprises (SME) has also been widely
researched. One of these studies is by (Eller, Alford, Kallm�nzer, & Peters, 2020) that
formulated the background, consequences and challenges of digital
implementation in SMEs. This research encourages further research in different
geographic regions and on the impact of different digital adoption and
transformation scenarios on SME performance.
�� The relationship between DC and firm
performance has been a topic of many studies (Lin & Wu, 2014); (Makkonen, Pohjola, Olkkonen, & Koponen, 2014); (Kuo, Lin, & Lu, 2017); (Wilden, Gudergan, Nielsen, & Lings, 2013); (Chen et al., 2019).
Several studies have been conducted within the scope of analyzing the
relationship between sustainable management and DC, such as the application and
role of DC for corporate sustainability programs (Beske, 2012),
analysis of factors that support the development of DC into sustainable
management (Castiaux, 2012), (Cezarino, Alves, Caldana, & Liboni, 2019), and
the impact of DC on corporate sustainability performance (Eikelenboom & de Jong, 2019); (Shang, Chen, & Li, 2020).
However, there were only several studies that analyzed the relationship between
sustainable management and DC (de Moura & Saroli, 2021) and no
research has been found that analyzes whether implementing sustainable
management enable a company to create DC which leads to the development of
competitive advantage.
�� The relationship between SC and company
performance has also been analyzed by quite a number of researches (Lai, 2004); (Ching Chiao Yang, Marlow, & Lu, 2009); (Ho & Chang, 2015); (Chung Shan Yang & Lirn, 2017); (Valtakoski & Witell, 2018).
However, no research has been found that specifically analyzes the relationship
among sustainability, SC and the competitive advantage of small companies.
�� To the best of author�s knowledge, there is a
lack of prior study that investigates the effects of implementing SSM and SDM
on small shipping companies� competitive advantage (SCA) in developing
countries. There is also a lack of prior studies confirming the effects of SSM
and SDM on SCA either directly of indirectly mediated
by DC and SC. To bridge this gap the current study aims to analyze the effects
of implementing SSM and SDM on SCA. Subsequently the mediating roles of DC and
SC on the effects of SSM and SDM on SCA are also examined. A proposed conceptual
model is developed based on RBV to link SSM, SDM, DC, SC and SCA, while also
find the mediating effects of DC and SC in the relationships among SSM, SDM and
SCA.
�� Following this section are the literature
review, conceptual framework and hypotheses development. After that the
methodology of this study is discussed, then results, discussions, conclusions,
implications, limitations and recommendations are presented
2.
Materials and Methods
Measurement
This
study collected data from owners or top management of Indonesian small shipping
companies (respondents) by using a survey questionnaire consists of 33
questions with 5-point Likert scale ranging from 1 (strongly disagree) to 5
(strongly agree). The questions in the questionnaire were structured from the
following sources:�
1)
Sustainable
Shipping Management was measured by seven questions following (Yuen, Li, Xu, Wang, & Wong,
2019);
2)
Shipping
Digitalization Management was measured by nine questions following (Vogelsang, Liere-Netheler,
Packmohr, & Hoppe, 2018), (Bavassano, Ferrari, & Tei,
2020) and (Tran, Yuen, Li, Balci, & Ma,
2020);
3)
Dynamic
Capabilities consisted of nine questions adapted from (Kuo et al., 2017);
4)
Service
Capabilities consisted of six questions also adapted from (Kuo et al., 2017);
5)
Small Shipping
Enterprise Competitive Advantage was measured in two attributes following (Correia, Dias, & Teixeira,
2020).
This
study used statistical tools including the confirmatory factor analysis (CFA)
to verify whether the measures of a variable are consistent with the theories,
the structural equation modelling (SEM) to quantify the effects across
variables, and the multiple regression analysis to analyze the structural
relationship of the model. Specifically it used LISREL
to conduct the SEM. The usage of these statistical tools was intended to test
the aforementioned twelve hypotheses.
Sampling Technique
The
current study was based on empirical research involving primary data. The
preliminary data has been collected first-hand through the survey. Secondary
data had been utilized only for identifying the population of this study, in
this case the latest edition of the Directory of Indonesian National
Ship-owners Association (INSA, 2018).
The
population used in this study was Indonesian small shipping companies
registered with INSA. This study was able to collect 170 samples from 185
respondents in the period of January until August 2023. The number of samples
collected exceeds the minimum sample size required to conduct structural
equation analysis, that is twenty times the number of independent variables
(sample-to-variable ratio of 20:1) (Hair, WC, BJ, & RE, n.d.).
The
following criterias were used to select sample
companies in the purposive sampling method in order to obtain reliable data
regarding the Indonesian small shipping companies� competitive advantage and
its relation with sustainability and digitalization:
a.
the shipping
company is located in an Indonesian provincial capital or in a city with the
minimum population of 1.000.000 people;
b.
the shipping
company holds Indonesian sea transportation business license (SIUPAL � surat ijin usaha pelayaran angkutan laut); and
c.
the shipping
company operates only the following vessel types: cargo vessel, landing crafts,
tug boats and barges or combination of these vessels.
The
respondents of this study consist of the owners or top management of the
Indonesian small shipping companies. Several companies that had participated in
this study had more than one respondent because they are family businesses in
the middle of regeneration or they have senior managers that had been with
companies for more than 10 years and had been entrusted in making some
strategic decisions for the companies
3.
Results and Discussions
Descriptive Statistics
Table 1
Demographic profile of the samples and respondents
|
Frequency |
Percentage |
Sample locations |
|
|
�� Greater Jakarta |
58 |
34.12 |
�� Java excluding Greater Jakarta |
65 |
38.23 |
�� Kalimantan |
34 |
20.00 |
�� Sumatera |
7 |
4.12 |
�� Sulawesi |
5 |
2.94 |
�� Others |
1 |
0.59 |
Sample age |
|
|
�� 1 � 25 years |
145 |
85.30 |
�� 26-50 years |
23 |
13.53 |
�� > 50 years |
2 |
1.17 |
Sample Fleet Type |
|
|
�� Landing Crafts (LCT) |
36 |
21.18 |
�� Tug and Barge |
68 |
40.00 |
�� Cargo Vessels |
66 |
38.82 |
Respondents Age |
|
|
�� < 35 years |
24 |
12.97 |
�� 35 � 55 years |
135 |
72.98 |
�� 56 � 70 years |
23 |
12.43 |
�� > 70 years |
3 |
1.62 |
Table 2
Descriptive statistic result for variable
|
Mean |
Std. Dev. |
Description |
Sustainable Shipping Management |
4.01 |
0.49 |
Agree |
Shipping Digitalization
Management |
3.76 |
0.65 |
Slightly agree |
Dynamic Capabilities |
3.96 |
0.51 |
Agree |
Service Capabilities |
4.05 |
0.39 |
Agree |
Small Shipping Enterprise
Competitive Adv. |
3.83 |
0.68 |
Slightly agree |
��������������� Table 2 presented descriptive statistics of each construct. The results showed that respondents had opinions of Sustainable Shipping Management (SSM), Dynamic Capabilities (DC) and Service Capabilities (SC) in the level of agreement, while the opinions of Shipping Digitalization Management (SDM) and Small Shipping Enterprise Competitive Advantage (SCA) were in slightly agree level.
��������������� The variable SSM had higher mean value than SDM because respondents believed that their companies had already met stakeholders� demand and requirements. These shipping companies had already complied with regulation and business ethics such as paying required taxes, compensating their employees according to industry standard, and providing complete and accurate information related to their services to customers. Regarding the compliance with environmental standard, the respondents believed that operating the latest version of marine engines, installing required ship waste processing systems and using current industry�s approved marine products constituted the real evidence of sustainable technology application in their business activities.�
��������������� The variable SDM had the lowest mean value because respondents stated that the organizational aspects can be found in their shipping companies while the environmental aspects can vaguely be recognized. Respondents agreed that their shipping companies received full support and commitments from the owners or top management to manage the digital transformation. However, within the environmental aspects, they were not sure if complying with customers� requirements could be categorized as having cooperation with stakeholders (customers, suppliers, regulators) to manage digital transformation. Moreover, these shipping companies stated that they had never been given any clear direction from the regulator, in this case the government of Indonesia, about the digital transformation in shipping industry.����
�
Confirmatory Factor Analysis (CFA)
��������������� Confirmatory factor analysis (CFA) was used to determine whether the measures of each construct are consistent with the theories. Based on the CFA of each variable shown on Table 3, all indicators used to construct the variables are valid with the loading factor value greater than 0.5 (Hair et al., n.d.) This implies that all indicators are good measurements of each construct.
Table 3
Confirmatory Factor Analysis
Variables |
Average Variance Extracted (AVE) |
Construct Reliability (CR) |
|
Degree of Acceptance > 0.5 |
Degree of Acceptance > 0.7 |
SSM |
0.652 |
0.929 |
SDM |
0.715 |
0.957 |
DC |
0.735 |
0.961 |
SC |
0.677 |
0.926 |
SCA |
0.921 |
0.959 |
Structural Equation Modeling (SEM)
��������������� The structural equation model (SEM) was utilized to investigate the mediating roles of Dynamic Capabilities and Service Capabilities in the effects of Sustainable Shipping Management and Shipping Digitalization Management on Small Shipping Enterprise Competitive Advantage. The final result was in Figure 2, and the model's goodness of fit and the degree of acceptance were presented in Table 4.
Figure 2
The result of Structural Equation Modeling (SEM)
Table 4
The goodness of fit of Structural Equation Modeling
Statistics to measure consistency |
Degree of acceptance |
Result |
Absolute Fit Test |
|
|
���� RMSEA |
≤ 0.08 |
0.075 |
���� SRMR |
≤ 0.05 |
0.033 |
Incremental Fit Measures |
|
|
���� NFI |
> 0.90 |
0.95 |
���� TLI |
> 0.90 |
0.97 |
���� CFI |
> 0.90 |
0.97 |
���� IFI |
> 0.90 |
0.97 |
Parsimonious Fit Measures |
|
|
���� PGFI |
≥ 0.50 |
0.65 |
���� PNFI |
≥ 0.50 |
0.86 |
��������������� Table 5 presented interesting findings. All the direct correlations among variables have p-value < 0.05, which means that all correlations are statistically significant and all hypoth eses are supported. However, none of them have strong correlation based on Pearson Correlation Coefficient (Hair et al., n.d.). Only Shipping Digitalization Management � Small Shipping Enterprise Competitive Advantage and Shipping Digitalization Management � Dynamic Capabilities correlations are considered to have moderate correlations while the rest have low correlations.��
��������������� The results of the indirect correlations among variables were presented in Table 6. Sobel Test was used to determine the mediating effect in each hypothesis. Based on these tests all mediating variables are determined to have partial mediation roles. This means even without the mediating roles of Dynamic Capabilities and Service Capabilities the variables Sustainable Shipping Management and Shipping Digitalization Management still affect Small Shipping Enterprise Competitive Advantage significantly.
Table 5
Direct correlations among variables
Hypothesis |
Variables |
Coefficients |
Standard
Error |
P-value |
Results |
1 |
SSM
-----> SCA |
0.28 |
0.044 |
0.0000 |
Supported |
2 |
SDM
-----> SCA |
0.46 |
0.050 |
0.0000 |
Supported |
3 |
SSM
-----> DC |
0.37 |
0.064 |
0.0000 |
Supported |
4 |
SDM ----->
DC |
0.49 |
0.067 |
0.0000 |
Supported |
5 |
SSM
-----> SC |
0.32 |
0.075 |
0.0000 |
Supported |
6 |
SDM
-----> SC |
0.16 |
0.073 |
0.0298 |
Supported |
7 |
DC
-----> SCA |
0.32 |
0.051 |
0.0000 |
Supported |
8 |
SC
-----> SCA |
0.19 |
0.039 |
0.0000 |
Supported |
Table 6
Indirect correlations among variables
Hypothesis |
Variables |
Indirect
Effect |
P-value |
Results |
9 |
SSM
-> DC -> SCA |
0.37
x 0.32 = 0.12 |
0,0000 |
Partial Mediation |
10 |
SDM
-> DC -> SCA |
0.49
x 0.32 = 0.16 |
0,0000 |
Partial Mediation |
11 |
SSM
-> SC -> SCA |
0.32
x 0.19 = 0.06 |
0,0013 |
Partial Mediation |
12 |
SDM
-> SC -> SCA |
0.16
x 0.19 = 0.03 |
0,0496 |
Partial Mediation |
Discussion
The effects of Sustainable and Digitalization Management on Small Shipping Enterprise Competitive Advantage
��������������� This study finds that SSM and SDM have positive effects on SCA. As shipping industry is considered to be a high-risk industry (Hasanspahić, Frančić, Vujičić, & Maglić, 2020) the implementation of SSM and SDM assists Indonesian small shipping companies to minimize operating risks and to meet customers� demand and requirements. The ability to minimize risks and meet customers� demand and requirements will result in the development of competitive advantage.
��������������� The presence of SSM elements in Indonesian small shipping companies� managements was strongly related to the profiles of this study�s sample companies. The majority of these companies had landing crafts, tug boats and barge vessels that had been designed and utilized to provide shipping services to mining, oil and gas industries. In order to serve companies in these industries shipping companies must comply with the industry�s requirements that have high safety, environmental and good governance standards.
��������������� Digitalization also helped Indonesian small shipping companies to meet those mining, oil and gas industry�s requirements, especially in the safety aspects. Digital map and GPS (Global Positioning System) technology, for example, were very useful for shipping companies to plan the safest passageways with the most efficient fuel consumption. This allowed shipping companies to reduce operating costs and offer safe shipping services at competitive rates, which would make the companies to be competitive in the market.
The effects of Sustainable and Digitalization Management on Dynamic Capabilities
��������������� SSM and SDM are found to have positive effects on DC. This study finds that small Indonesian shipping companies had good relationships with their stakeholders (society, employees, customers, shareholders and regulators). This good relationship could help the company to have better sensing and seizing capabilities. The owners and top management of shipping companies participated in this study believed that communication with its customers can help the companies to collect data and information about potential changes in customers� demand. This in turn would assist the companies to anticipate and make necessary adjustments to meet with the changing customers� demand.
��������������� The use of digital technology in the operations of small Indonesian shipping companies helps strengthening of their sensing capabilities. Collected operational data, such as trends in cargo locations and the most economical shipping routes, can be processed and presented more easily, thereby helping management to design and implement appropriate company strategies. As Indonesian small shipping companies that participated in this study were mostly under 25 years old they had been in operation along with the rapid development of information technology and, therefore, had become accustomed to exploiting information technology for their interests.
The effects of Sustainable and Digitalization Management on Service Capabilities
��������������� This research finds that SSM and SDM have positive effects on SC. The shipping companies participated in this study and implemented SSM stated that they had good access to a qualified workforce and had good communication with their customers. The availability of these qualified employees made the companies to be more confident in being able to provide safe and timely shipping services at competitive prices. In addition to that, good communication with customers ensured that the company can fulfill its obligations and responsibilities as a cargo carrier to meet customers� demand.
��������������� SDM also supported these companies to have service capabilities. One concrete example of this was the use of a fuel management system (FMS) on vessels owned by several shipping companies participated in this study. The installation and usage of FMS equipment was usually required for vessels chartered for a certain period (time charter) by mining, oil and gas companies. FMS provided information on engine performance, fuel consumption and ship location directly to charterers so they could get objective and real-time data.
The effects of Dynamic Capabilities and Service Capabilities on Small Shipping Enterprise Competitive Advantage
��������������� Both DC and SC are found to have positive effects on SCA. This study confirms that DC has positive effects on SCA. The respondents of this study stated that small Indonesian shipping companies have the ability to search and discover business opportunities in shipping industry that is highly competitive. The companies' strategic locations in big cities in Indonesia of which some of their ports become transit hubs were the main drive of the formation of dynamic capabilities. Being in these strategic locations bolstered shipping companies� capabilities to scan the market and seize business opportunities while also reconfigure their assets and resources to meet customers� demand.
��������������� The respondents of this study also indicated that small Indonesian shipping companies had the ability to provide quality services at competitive prices. In a highly segmented shipping industry where each segment has its own niche market (for example, ferries for passenger transportation, crew boats for offshore services, and wooden cargo ships for interinsular shipping) having competitive rates and on-time delivery were more important than applying differentiation strategy. Therefore having service capabilities was very important for Indonesian small shipping companies to create and maintain competitive advantage.
The mediating roles of Dynamic Capabilities and Service Capabilities
��������������� Both DC and SC have partial mediating roles in the effects of SSM and SDM on SCA. The main reason for these partial mediating roles is because both SSM and SDM have elements of DC and SC in them. Therefore, without mediating roles of DC and SC both SSM and SDM still have positive effects on SCA.
��������������� Sensing capabilities in DC, for example, can be found clearly in the customers aspect of SSM. The ability to search for and discover customer needs is closely related to the company's ability to provide complete and accurate information about its products and services to customers. Several respondents of this study stated that through the dissemination of product and service information, a shipping company will obtain information from its customers not only about what the customers� expect and demand, but also what its competitors� offers and their capabilities.
��������������� This result is in line with a study conducted by (Hong, Zhang, & Ding, 2018). The study found that the companies that implemented sustainability management usually have stronger dynamic capability than companies that did not implement it. The companies that implemented sustainability management were better equipped to deal with the market changes.
��������������� Regarding the implementation of SDM in shipping companies participated in this study, the availability and optimal use of information technology was found to facilitate companies to find (sensing) and fulfill (seizing) customer needs more effectively. This finding is in line with the result of a study conducted by (Davies, Bustinza, Parry, & Jovanovic, 2023) which found that digitalization has a positive impact on company performance in various forms of service aspects. The role of digitalization is more effective for companies that focus on services that support customers (SSC or services supporting customers) such as the information technology used by shipping companies.
��������������� In addition to that, SDM allows data and information from the market to be collected and processed more quickly and comprehensively so as to support the company's ability to detect new business opportunities or possible new threats in the market. Efforts to seize new business opportunities or prevent new threats in the market are carried out through SC by offering basic and value-added services to customers and potential service users.�
There have been abundant research studies analyzing
shipping industry in Asia Pacific in general and in developing countries like Indonesia
in particular. Although some studies have been conducted analyzing Indonesian
small shipping companies, they had not been conducted as extensive as this
study in terms of the number of owners or top management involved and the
geographical areas covered. Most of the previous studies focused on either
sustainability or digitalization in shipping industry, and their respondents
were mostly employees, customers or service users in one specific area that did
not have access to the strategic decision making
process of the top management of small shipping companies.
��������� The novelty
of present study is significant as no prior study explored the mediating roles
of dynamic capabilities and service capabilities in the effects of
sustainability and digitalization management on small shipping companies�
competitive advantage. With the stricter regulations on sustainability and
rapid development and application of digital technology in the world shipping
industry today both SSM and SDM become strategically important to be
implemented. As DC and SC were found by many studies to be important factors in
creating sustainable competitive advantage and their elements were found in
both SSM and SDM, this study finds that the implementation of SSM and SDM are
critical for Indonesian small shipping companies to thrive and be competitive
in the long run.�
��������� This study
has demonstrated that both DC and SC partially mediate the effects of SSM and
SDM on SCA. Implementation of SSM and SDM was found to automatically create and
develop DC and SC. Therefore by implementing SSM and
SDM the Indonesian shipping companies are concurrently creating and developing
their capabilities of creating and maintaining competitive advantage in the
forms of DC and SC. The significant outcome from this finding is that it confirms
the importance of managing sustainability and digitalization for small shipping
companies and therefore it acts as a trigger for greater focus on these two
issues within the companies.
��������� This study
successfully contributes to the strategic decision making
process of small shipping companies that have limited resources in creating and
maintaining their competitive advantage. The study shows that SDM have stronger
correlation with DC and SCA. Therefore it is suggested
that, under the condition of having limited resources, Indonesian small
shipping companies prioritize the implementation of SDM over SSM to be in
better position to create and maintain competitive advantage. This finding is
interesting because SDM was found to be the least developed among the companies
participated in this study yet its implementation was found to be strategically
more important for Indonesian shipping companies to achieve sustainable
competitive advantage.
��������� The data
collected by this study suggests that the owners and top management of
Indonesian small shipping companies had strong commitments in implementing SDM.
However there was still a lack of stakeholders�
support in digital transformation, especially from the regulators to provide
necessary direction and assistance. This study indicates that more involvements
from stakeholders will positively affect the technological aspects of SDM and
thus supports the Indonesian small shipping companies profoundly to maintain
competitive advantage in the rapidly changing shipping industry.
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