Civil Engineering and Architecture 7(3A): 7-13, 2019 http://www.hrpub.org
DOI: 10.13189/cea.2019.071302
System Dynamics Perspective of the Apps-based
Transportation Ecosystem
Iqbal Yulizar Mukti
*
, Yudha Prambudia
Department of Industrial Engineering, Widyatama University, Indonesia
Copyright©2019 by authors, all rights reserved. Authors agree that this article remains permanently open access under
the terms of the Creative Commons Attribution License 4.0 International License
Abstract Along with the development of ICT,
transportation domain in Jakarta is evolving. The blooming
of apps-based transportation has become an interesting
alternative transportation mode for the citizens. This mode
of transportation is diverting the usage of single occupancy
travel to a more occupancy travel, such that it is expected to
give positive contributions in reducing the traffic
congestion. In this regard, policy intervention to the
apps-based transportation ecosystem is being implemented
by the government to ensure the conducive situation with
the other transportation mode. This study provides an
analysis of the policy intervention impact to the traffic
congestion in Jakarta. A simulation model capturing the
dynamic of the apps-based transportation ecosystem is
developed using system dynamic approach. The main
aspects considered in the model are including the usage of
apps-based transportation, the traffic congestion, and the
number of vehicles on the road. The simulation of the
model is conducted based on four scenarios of policy
intervention, namely, empowering, control, limited, and
block. By using the data that are relevant to the situation in
Jakarta, the simulation result shows that the traffic
congestion level will significantly decline when the policy
related to the apps-based transportation is supportive.
Keywords Apps-based Transportation, Traffic
Congestion, Simulation, System Dynamics
1. Introduction
Traffic congestion is one of the major transportation
problems in most of the large cities in the world. According
to the research, traffic congestion has significant negative
influences on the world’s economy and energy. It
calculated that the economical lost due to the traffic
congestion is reached $160 billion in the US and €200
billion in Europe. In energy perspective, 0.4747 gallons of
fuel were wasted in every hour of the traffic congestion.
Further, the traffic congestion impacts to the loss of 1.9
billion gallons of fuel worldwide.
In particular, INRIX Research ranked Indonesia as the
second most congested country in the world. Specifically,
as the capital of Indonesia, Jakarta is in the third position in
the world ranking of the most congested city. In Jakarta,
traffic congestion is negatively affecting the productivity
and overall living quality of the citizens. In economical
perspective, in 2002, it was estimated that $550 million
was wasted because of the traffic congestion in Jakarta.
Aligned with the development of ICT, transportation
service in Jakarta is in evolving. It is significantly shown
by the blooming of application-based (apps-based)
transportation, like Go-Jek, Uber, and Grab. These
apps-based transportations, facilitates vehicle owner to
become a driver and facilitate people to request a ride as a
passenger through the mobile apps. Using the mobile apps,
a passenger pointed the origin and the destination of the
trip. On the other hand, a driver can decide to pick up and
deliver the passenger. Based on the travel distance and the
traffic condition, the travel fee will be calculated
automatically by the apps.
In 2016, the total number of users of apps-based
transportation in Indonesia reached 5.28 million. The
number is expected continue to rise with 16% annual
growth rate and reach 12.4 million users in 2022 (Statista,
2017). The users prefer to use these apps-based services
dues to its convenient and less expensive compare to the
traditional taxis. Based on published data, in average the
travel cost using apps-based transportation services is
around 70% of the travel cost using traditional taxis or
private cars.
In the transportation ecosystem perspective, the usage of
apps-based transportation can improve the efficiency of
personal transportation vehicles, such that it is expected to
contribute in reducing the traffic congestion (Agatz, Erera,
Savelsbergh, & Wang, 2011). This is because the
apps-based transportation can divert the trips made in
private single occupancy cars or taxis, with more
occupancy (Li, Hong, & Zhang, An empirical analysis of
on-demand ride-sharing and traffic congestion, 2017). In
CITE THIS PAPER
[1] Iqbal Yulizar Mukti , Yudha Prambudia , "System Dynamics Perspective of the Apps-based Transportation Ecosystem," Civil
Engineering and Architecture, Vol. 7, No. 3A, pp. 7 - 13, 2019. DOI: 10.13189/cea.2019.071302.