958
Akhmad Mabarun, Aryanto Dwi Nugroho, Firman Romadhon,
Wisdasari Ayu Bintari
THE EFFECT OF SENTANI AIRPORT ON RENTAL PRICES FOR
SHOPHOUSES
Akhmad Mabarun, Aryanto Dwi Nugroho, Firman Romadhon,
Wisdasari Ayu Bintari
Regional Office of Directorate General of State Asset Management (DJKN)
of Papua, West Papua
Email: mabarun.akhmad@gmail.com, aryanto13@gmail.com, firmanroma@gmail.com,
wisdabintaria@gmail.com
Abstract
The Existence of Sentani International Airport is considered as driving factor for the growth of economic
activity for the region which will automatically affect the increase in the value of surrounding property.
The aims of the study are: (1) explore the effect of airport distance on the rental price of shophouse, (2)
explore the effect of the road width on the rental price, (3) explore the effect of the shophouse building
size on the rental price, (4) explore the effect of the shophouse building frontage on the rental price.
This analysis used a multiple linear regression. The result of this analysis conclude that the variable
distance from the airport has significant effect of rental price 110.0602,- rupiah per square meter. While
the variables of building size, road width, and building frontage have no significant effect on shophouse
rental prices.
Keywords : rental price, distance, road width, building size, building frontage
INTRODUCTION
Jayapura Regency is one of the regencies in Papua Province, which has a very rapid
dynamics of regional development. The various of Government policies related to the
development in this area make the acceleration of regional growth in the future, especially in
the economic sector (Carnis & Yuliawati, 2013). It is also supported by the existence of Sentani
International Airport which has contributed significantly to the development of the regional
and national economy, especially area surrounding Sentani Airport. This area relatively
developed faster than other regions.
Tourism development is generally directed as a mainstay sector to encourage economic growth
to increase regional income, empower the community's economy to expand employment and business
opportunities, and increase product recognition and marketing in order to improve community welfare.
(Suzana & Kapantow, 2017). The development of tourist areas must be a well-planned
development so that optimal benefits can be obtained for the community (Setijawan, 2018).
Tourist visits to Jayapura have been boosted by the Sentani Lake Festival and continue to
increase from around 72,000 people in 2012 to around 87,000 people in 2013. Many of these
tourist attractions have been abandoned so that the number of visitors has decreased. This
happens because the state of human resources is still low in terms of capturing opportunities in
the tourism sector, where the tourism sector has not been able to be relied on in improving
community welfare (Behabol, 2017) (Suradnya, 2006).
To increase the role of tourism, it is closely related between goods in the form of tourism
objects themselves that can be sold with the facilities and infrastructure that support them
related to the tourism industry (Sambiran & Rondonuwu, 2017). Efforts to develop a tourist
destination must pay attention to various factors that affect the existence of a tourist destination.
These factors are related to five main elements that must be present in a tourist destination area,
Jurnal Sosial dan Teknologi (SOSTECH)
Volume 2, Number 11, November 2022
p-ISSN 2774-5147 ; e-ISSN 2774-5155
959
Akhmad Mabarun, Aryanto Dwi Nugroho, Firman Romadhon,
Wisdasari Ayu Bintari
The Effect Of Sentani Airport On Rental Prices For Shophouses
e-ISSN 2774-5155
p-ISSN
2774-5147
which include tourist objects and attractions, tourist infrastructure, governance, or
infrastructure as well as the conditions of the community or the environment (Bahari, 2014).
Sentani International Airport is located in Sentani District, Jayapura Regency, Papua
Province. The airport distance is approximately 35 km from the city center of Jayapura. That
is the largest airport in Papua as well as the main link to get to Papua island.
One of the economic activities surrounding Sentani Airport is comercial activity. This
activity makes the shophouse grow around Sentani airport (Manurung et al., 2019). The closer
to Sentani Airport, the denser the shophouses grow. On the other hand, the farther away from
Sentani Airport, the rare the shophouses grow.
Based on the Gross Regional Domestic Product (GRDP) of Jayapura Regency data,
during the period 2017 to 2021, growth in the construction sector tends to increase in a
relatively stable pattern. Growth in 2017 was 11.8 percent, 8.22 percent in 2018, and increased
to 9.49 percent in 2019. In 2020 buildings growth deacrease to 7.94 percent. The growth in
average consumption per capita shows an increase, both on the basis of current prices and on
the basis of 2010 constant prices, with the exception of 2020, during the COVID-19 pandemic.
his is in line with a Statistic Central Agency (BPS) of Jayapura Regency data in 2016 which
showed the existing of several shopping places , namely 12 (twelve) modern markets, 1 (one)
supermarket unit, 2 (two) minimarket units, 83 (eighty three) units of shops and a total of 155
(one hundred and fifty five) units of kiosks. These conditions indicate that the level of economic
growth in Jayapura Regency has increased. This can be seen from the increasing several new
houses and shops (ruko) and kiosks in Sentani (Ismail, 2020).
Based on property conditions that tend to grow around Sentani Airport, this is an
interesting issue to be addressed in this research (Berawi et al., 2018). This study will discuss
the relationship between Sentani Airport and the growth of shop houses. The growth of shop
houses around Sentani Airport will directly cause change of the rental price for shop houses
near Sentani Airport. The researcher tries to measure the effect of physical character of a land
on rental price, namely the distance/location factor, road width, building size, and building
frontage (Triyanti et al., 2020). The purpose of this research is to explore:
1. the effect of the distance from Sentani Airport on the rental price of shophouses;
2. the effect of road width on the rental price;
3. the effect of building size on the rental price;
4. the effect of building frontage on the rental price.
In 2005, Martono Priyadi has investigated the influence of location factors, road width,
land area on the selling price of residential land in Probolinggo by using multiple linear
regression methodology. The results of the analysis are that the distance of the land location
from the center of the business district has a negative effect on the selling price of land, road
width on one side of the land has a positive effect on the selling price of land, and the area of
land has a positive effect on the selling price of the land.
The main difference of this study with the previous study conducted by Martono Priyadi
is on the using of research variables. Martono's research use location, road width, and land area
variable to explore the selling price of residential land. In this study, research variables are
distance, road width, building area, building frontage to explore the rental price of shophouses
around Sentani Airport.
RESEARCH METHOD
This study uses multiple linear regression analysis tools to explore the significant independent
variable. Independent variable is used to explain influence and relationship toward dependent variable.
Dependent variable is Shophouse Rental Price, a primary data that measure rental price of shophouse
960
Akhmad Mabarun, Aryanto Dwi Nugroho, Firman Romadhon,
Wisdasari Ayu Bintari
The Effect Of Sentani Airport On Rental Prices For Shophouses
e-ISSN 2774-5155
p-ISSN
2774-5147
in rupiah per sequare meter per year (Rp/m2/y). Independent variable consist of Distance to Sentani
Airport, Front Road Width, Building Size, and Building Frontage. Distance is secondary data collected
from internet that measure distance of shophouse to Sentani Airport in meter. Front Road With is the
measurement of width of road access of shophouse in meter. This variable is secondary data collected
from internet. Building Size and Building Frontage are primary data. Building Size is measured in
sequare meter (m2), and Frontage Size is in meter (m).
In general, the model used in this study is Y = c + β
1
X
1
+ β
2
X
2
+ β
3
X
3
+ β
4
X
4
, + e
.
From
the results of data processing, it is shown that the best for the time being the best shop-house rental
price estimation model is as follows:
Y
=
+ β
1
X
1
+ β
2
X
2
+ β
3
X
3
+ β
4
X
4 +
e
Where :
Y : Shophouse Rental Price
C : Constanta
β
1,2,3,4
: Coefficient of variable
X
1
: Distance to Sentani Airport
X
2
: Front Road Width
X
3
: Building Size
X
4
: Building Frontage
e : Disturbing Factor
Data is collected from rented shophouses located in the economic corridor in Jayapura Regency.
This research is focused on the study around Sentani Airport. The unit of analysis used in this study is
the area around the facility within a radius of 9,500 meter
RESULTS AND DISCUSSION
1. Data analysis
Research data is primary data obtained through field surveys in the Sentani area, Jayapura
Regency, Papua Province. All data were processed using the EVIEWS program. Based on the results
of the classical assumption test in multiple linear regression analysis (Ainiyah et al., 2016). This
result can be explained that there is no autocorrelation, the data is normally distributed, and there is
no multicollinearity.
Tabel 1
Summary of Research Results of Shophouse Rental Prices
Around Sentani Airport in 2022
Mean
Standard
Deviation
Min
Max
867.020
364.809
550.000
1.750.000
6.772
3.319
700
9.600
5
1
4
10
117
49
44
300
8
3
6
13
30
Tabel 2 Summary of Results of Multiple Liner Test Analysis of
Shophouse Rental Prices per Year per Square Meter Around Sentani Airport in 2022
Variable
Coefficient
Standard
Deviation
t-statistic
Probabilit
y
C
1616906.
199546.4
8.102906
0.0000
Distance to Sentani Airport
-
110.0602
7.917045
-
13.90168
0.0000
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Akhmad Mabarun, Aryanto Dwi Nugroho, Firman Romadhon,
Wisdasari Ayu Bintari
The Effect Of Sentani Airport On Rental Prices For Shophouses
e-ISSN 2774-5155
p-ISSN
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Front Road Width
212.9738
408.5119
0.521341
0.6067
Building Size
-
12964.29
9023.043
-
1.436797
0.1632
Building Frontage
14923.60
20840.26
0.716095
0.4806
R-squared
0.936132 or 93.61 percent
Adjusted R- squared
0.925913 or 92.59 percent
Tabel 3 Summary of Analysis Results
Variable
Probability
Influence
Distance to Sentani Airport
0.0000
Significant
Front Road Width
0.6067
Not Significant
Building Size
0.1632
Not Significant
Building Frontage
0.4806
Not Significant
Variable of Distance to Sentani Airport statistically has significant effect and negative
coefficient. The regression coefficient value for Distance to Sentani Airport is -110.0602. This shows
that if the shophouse distance from Sentani Airport increase by 1 meter, the shophouse rental price
per year per square meter will decrease in average by 110.0602 rupiah (ceteris paribus).
The results meet the similarities with Alonso theory. The distance variable stastistically has
negative coefficient results. This result means that distance variable can prove that the farther a
location from the center of the business district, the cheaper the rental value of the land, and vice
versa (Herath & Maier, 2013). This result also meet the similaritiy with Priyadi research that the
distance has negative effect on the selling price of land (Priyadi et al., 2022).
On the other hand, the front road width variable, building size variable, and building frontage
variable has no significant effect on rental value of shophouse. These variables did not affect
shophouse rental value (Yung et al., 2014). Change in value of those variable did not influence
shophouse rental value.
Based on the results of the multiple linear regression analysis above, the independent variables
can be explained and concluded their effect on the price of shophouse rental per square meter.
Variable Distance to Sentani Airport is statistically significant at α = 0.05. This model has a good
prediction based on the R-squared value of 93.61 percent with the Adjusted R-squared of 92.59
percent. The variation of shophouse rental prices per square meter per year can be explained by
various types of variables in this model of 93.61 percent while 6.39 percent is explained by other
variables outside this model
The degree of the responsiveness of shophouse rental value when distance vary is measured
by Elasticity. Distance elasticity of shophouse rental price is a measurement of the change in the
rental price of the shophouse in relation to a change in its distance. Elasticity value is greater than 1
means elastic. Elasticity value is less than 1 means inelastic
The formula for calculating the distance elasticity is as follows:
Elasticity = β ( X/Y )
Note:
X = average value of distance variable
Y = average value of shophouse rental price variable
β = coefficient value of distance to sentani Airport variable
Tabel 4 Summary of Elasticity Calculating Results
Variable
Elasticty Value
Easticity Catagory
Distance to Sentani
Airport
0,85960048673618
Inelastic
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Akhmad Mabarun, Aryanto Dwi Nugroho, Firman Romadhon,
Wisdasari Ayu Bintari
The Effect Of Sentani Airport On Rental Prices For Shophouses
e-ISSN 2774-5155
p-ISSN
2774-5147
2. Economic Analysis
The Sentani Airport has a significant effect on shophouses rental prices. Shophouses with
location close to Sentani Airport has rental price more expensive then those far from airport. The
distance of a shophouse location is getting further from Sentani Airport by 1 meter unit will reduce
the rental price of shophouses by average 110 rupiah (ceteris paribus). The distance elasticity of
shophouse rental price is inelastic (Yung et al., 2014). Shophouse retal value does not change greatly
in respose to change in distance of the shophouse to Sentani Airport.
In the Sentani Airport and area surrounding it, front road width, building size, and building
frontage has no significant effect on shophouse rental price. Road access width does not affect on
rental price of shophouses. Variation of shophouses building size and frontage does not affect its
rental price.
CONCLUSION
The Sentani International Airport statistically has significant effect on shophouse rental price.
Shophouses lacated close to airport has higher rental price than those located far from airport.
Shophouse location is getting further from Sentani Airport by 1 meter will reduce its rental price by
average 110 rupiah (ceteris paribus). Elasticity of shophouse rental price is inelastic in respose to change
in distance to airport. Front road width of shophouse access, shophouse building size, and shophouse
building frontage statistically does not have significant effect on the shophouse rental price.
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