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Acadlore takes over the publication of JAFAS from 2023 Vol. 9, No. 4. The preceding volumes were published under a CC BY license by the previous owner, and displayed here as agreed between Acadlore and the owner.

Open Access
Research article

Long-Run Nexus Between Tourism Receipts And Economic Growth: Empirical Evidence from Turkey

rabia aktaş şenkardeşler
Department of Business and Administrative Sciences, Beykoz University, Turkey
Journal of Accounting, Finance and Auditing Studies
|
Volume 6, Issue 3, 2020
|
Pages 135-147
Received: 05-21-2020,
Revised: 06-07-2020,
Accepted: 06-19-2020,
Available online: 06-29-2020
View Full Article|Download PDF

Abstract:

Purpose: The aim of the study is to reveal the relationship between economic growth and tourism receipts between 1995 and 2018 for Turkey.

Design/methodology/approach: Econometric analysis method was used in the research. The existence of a long-term relationship between variables was questioned by the Johansen Cointegration Test. Least Squares Method was used for regression analysis.

Findings: The results suggest that there is cointegration between economic growth and tourism receipts. In the long-run tourism receipts effect economic growth positively. According to the estimated model with Least Squares Method, each %1 increse in the tourism receipt increases GDP %0.21 and the percentage change in the tourism receipts can explain the %86 of the percentage change in GDP in the %95 confidence interval.

Practical implications: This research has significant implications for both policy makers and investors. The government has to consider the effect of the tourism industry while planning the investments, expenditures and incentives.

Originality/value: This study allows to make forecast for the future and gives opportunity to make comparison for the subsequent researchers with the latest findings in this field.

Keywords: Economic Growth, Tourism, Cointegration.
JEL Classification: B22, F43, Z32.

1. Introduction

Tourism is the most affected sector positively and negatively from globalization. With globalization, communication and information transfer have gained an extraordinary speed. Being aware of the world has increased the curiosity of the people and the desire to see the places they have not seen before, to know the cultures they do not know and to try the foods and drinks they have never tasted. Developments in transportation technology have facilitated the satisfaction of these requests. In parallel with these developments, increasing tourism activities contribute positively to the economy. However, all kinds of natural disasters, wars, epidemics, terrorist incidents, political tensions and financial crises negatively affect the tourism sector. This negation has a negative effect on the economy. Tourism, which is the lowest cost way to earn foreign exchange revenue compared to other sectors, is also the most fragile sector of the economy due to the risks mentioned above.

2. Development of Tourism Sector in Turkey and Its Contribution to the Economy

Tourism is a constantly evolving sector in Turkey as it is in the entire world. Turkey became a member of UNWTO (United Nations World Tourism Organisation) in 1975 to develop tourism. UNWTO is the united nations agengy, which promotes tourism as a driver of economic growth, is responsible the sustainable and universally accesible tourism (UNWTO). Turkey has also made arrangements at the national level to improve the tourism industry. The first important regulation is the Tourism Incentive Law, which was enacted in 1982 (mevzuat.gov.tr). With this law, it has been aimed to increase the investments to be made in tourism. While the number of tourists coming to Turkey in the early 1990s was 5.3 million people, it exceeded 30 million people in 2001 (TUROFED,2018:18) In 2018, Turkey ranked 6th in the world in the category of countries preferred by tourists as destinations with approximately 46 million people. In the European rankings at the same year, ranked in the 4th place. The top five countries sending the most tourists to Turkey are, respectively, Russia, Germany, Bulgaria, England and Iran (wikivisually).

Tourism is an invisible export item in the services section of the current account of the balance of payments. Tourism accounts for 40% of all services trade worldwide and makes a significant contribution to economic growth. The following table shows the share of tourism revenues in exports over the years.

Table 1. The Rate Of Tourism Revenues To Export

YEARS

EXPORT

TOURISM REVENUES

RATIO OF TOURISM REVENUES TO

EXPORT (%)

1995

21 637,0

4 957,0

22,9

1996

23 225,5

5 962,1

25,7

1997

26 261,1

8 088,5

30,8

1998

26 974,0

7 808,9

28,9

1999

26 587,2

5 203,0

19,6

2000

27 774,9

7 636,0

27,5

2001

31 334,2

10 450,7

33,4

2002

36 059,1

12 420,5

34,4

2003

47 252,8

13 854,9

29,3

2004

63 167,0

17 076,6

27,0

2005

73 476,4

20 322,1

27,7

2006

85 534,7

18 594,0

21,7

2007

107 271,8

20 942,5

19,5

2008

132 027,2

25 415,1

19,2

2009

102 142,6

25 064,5

24,5

2010

113 883,2

24 931,0

21,9

2011

134 906,9

28 115,7

20,8

2012

152 478,5

29 351,4

19,2

2013

157 610,2

34 305,9

21,3

2014

151 802,6

32 309,0

21,8

2015

143 934,9

31 464,8

21,9

2015

143 934,9

31 464,8

21,9

2016

142 606,2

22 107,4

15,5

2017

156 992,9

26 283,6

16,7

2018

167 967,2

29 512,9

17,5

Source: TURSAB

In addition to its positive impact on national income, tourism is an important sector as it also provides foreign currency income. As seen in Table-1, tourism revenues are constantly increasing.

The tourism sector also contributes to the elimination of external deficits and the improvement of the balance of payments.

Table 2. Tourism Revenues / Foreign Trade Deficit

2018-Turkey

(1000 $)

import

223039038

export

168023391

foreign trade deficit

-55015647

tourism revenues

29512900

the ratio of tourism revenues to meet the foreign trade deficit

53,64%

resource: TUROFED

The ratio of tourism revenues to meet the foreign trade deficit in 2018 was 53.64%.

Table 3. Distribution Of Tourism Revenues By Expenditure Items

quantity (1000 $)

share (%)

TOTAL TOURISM REVENUES

34.520.332

100

PACKAGE TOUR EXPENDITURES

9.164.755

26,55

PERSONEL EXPENDITURES

25.355.577

73,45

Food and beverage

6.756.719

19,57

accommodation

3.621.359

10,49

health

1.065.105

3,09

transportation (in turkey)

2.247.263

6,51

Sports,education,culture

393.778

1,14

Tour services

142.047

0,41

International transport

4.607.257

13,35

GSM roaming services

85.346

0,25

Marina service expenditures

41.752

0,12

Other goods and services

6.394.933

18,53

Clothing and shoes

3.921.072

11,36

souvenir

1.344.768

3,9

Carpets, rugs etc.

120.346

0,35

Other expenditures

10.008.657

2,92

Source: https://yigm.ktb.gov.tr/TR-232959/arastirma-ve-raporlar.html

In 2018, Turkey's tourism revenues totaled $ 34.5 billion and the average expenditure of tourists was $666. The circulation of tourism revenues within the country creates a multiplier effect, stimulating other investments and expenditures and contributing to economic growth.

The tourism sector is also very important in terms of employment. Nowadays, tourism contributing %9 of the global GDP and accounts for one in eleven jobs worldwide (wwtc). The share of tourism in Turkey's total employment is 7% (Resort, 2020:10).

3. Literature Summary of Empirical Analyses Only for Turkey

Author

Period

Method

Findings

Dereli and Akiş (2019)

1970-

2016

cointegration and causality

no relationship in the short run. In the long run

there is a causality from tourism revenues to economic growth

Kızılkaya et al. (2016)

1980-

2014

cointegration and ARDL

In both short and long run, tourism revenues have positive effect on economic growth

Aslan (2016)

2003:1-

2012:4

ARDL

bidirectional causality between tourism revenues and economic growth

Algan and

Gencer (2015)

1992:1-

2010:2

causality

unidirectional causality from tourism revenues to economic growth

Durgun Kaygısız

(2015)

2003:1-

2013:4

causality

unidirectional causality from tourism revenues to economic growth

Esen and Özata (2015)

2003:1-

2015:4

ARDL

ın both short and long run, tourism revenues have positive effect on economic growth

Topallı (2015)

1963-

2011

causality

no causality relationship between tourism revenues and economic growth

Özcan (2015)

1995-

2011

panel data

bidirectional causality between tourism revenues and economic growth

Ertuğrul and Mangir

(2015)

1998-

2011

causality

unidirectional causality from tourism revenues to economic growth

Terzi (2015)

1963-

2013

causality

unidirectional causality from tourism revenues to economic growth

Özer and

Kırca (2014)

2003-

2012

causality

bidirectional causality between tourism revenues and economic growth

Bozkurt and Topçuoğlu

(2013)

1973-

2010

cointegration and VECM

bidirectional causality between tourism revenues and economic growth in both short

and long run

Çoban and

Özcan (2013)

1963-

2010

cointegration and causality

no relationship in the short run,bidirectional

relation In the long run between tourism revenues and economic growth

Yurtseven (2012)

1980-

2011

cointegration and causality

unidirectional causality from tourism revenues to economic growth

Savaş et al. (2012)

1985:1-

2008:3

ARDL

unidirectional causality from tourism revenues to economic growth

Polat and Günay (2012)

1969-

2009

cointegration and causality

unidirectional causality from tourism revenues to economic growth in the long run

Kara et al. (2012)

1992-

2011

Var and

causality

unidirectional causality from economic growth to tourism revenue

Işık (2010)

1970-

2008

cointegration and causality

bidirectional causality between tourism revenues and economic growth

Bahar and Bozkurt (2010)

1998-

2005

dynamic panal data

bidirectional causality between tourism revenues and economic growth

Gökovalı (2010)

1985-

2005

OLS

tourism has positive effect on economic growth

Aykaç Alp(2010)

1998-

2009

T-VAR

tourism has positive effect on economic growth

Öztürk and

Acaravcı (2009)

1987-

2007

VEC and ARDL

no causality relationship between tourism revenues and economic growth

Akan and Işık (2009)

1970-

2007

cointegration and causality

unidirectional causality from tourism revenues to economic growth

Aslan (2008)

1992:1-

2007:2

cointegration and causality

tourism has positive effect on economic growth

Çetintaş and Bektaş (2008)

1964-

2006

ARDL

no relationship in the short run. In the long run

there is a causality from tourism revenues to economic growth

Kızılgöl and Erbaykal

(2008)

1992:1-

2006:2

causality

unidirectional causality from economic growth to tourism revenue

Bahar(2006)

1963-

2004

VAR

bidirectional causality between tourism revenues and economic growth

Çil Yavuz (2006)

1992:1-

2004:4

causality

bidirectional causality between tourism revenues and economic growth

Uysal et al. (2004)

1992-

2003

causality

unidirectional causality from tourism revenues to economic growth

4. Empirical Analysis Methodology

4.1 Methodology

The objective of the empirical analysis is to reveal the relationship between economic growth and tourism revenues of Turkey for the period 1995-2018. The variables used in the research are gross domestic product ( constant 2010, US $) and international tourism receipts (current, US $). International tourism receipts are expenditures by international inbound visitors, including payments to national carriers for international transport. These receipts include any other prepayment made for goods or services received in the destination country. They also may include receipts from same-day visitors, except when these are important enough to justify separate calssification.

The data used in the research were obtained from World Bank and OECD. In the analysis, E-Views package program was used.

The analysis was started by performing stationary testing. Stability was tested by Augmented Dickey-Fuller (1979) method. Johansen Cointegration Test was conducted to determine the existence of long-term relationship between variables. Finally, the model was estimated by the Least Squares method.

4.2 Unit Root Test

Working with non-stationary series causes two fundamental problems. The first of these is that the predictions to be made with the obtained regression models are not reliable. The other is the false regression problem. False regression does not reflect the true degree of relationship between two variables, but rather the common tendency found within them. The following graphs show that the variables are not stationary and have an increasing trend.

(a)
(b)
Figure 1
Table 4. ADF Unit Root Results For LOGGDP And LOGRECEIPTS

Null Hypothesis: D(LOGGDP,2) has a unit root

Exogenous: None

Lag Length: 0 (Automatic - based on SIC, maxlag=3)

t-Statistic

Prob.*

Augmented Dickey-Fuller test statistic

-7.797174

0.0000

Test critical values:

1% level

-2.679735

5% level

-1.958088

10% level

-1.607830

*MacKinnon (1996) one-sided p-values.

Null Hypothesis: D(LOGRECEIPTS) has a unit root

Exogenous: None

Lag Length: 0 (Automatic - based on SIC, maxlag=3)

t-Statistic

Prob.*

Augmented Dickey-Fuller test statistic

-4.571794

0.0001

Test critical values:

1% level

-2.674290

5% level

-1.957204

10% level

-1.608175

*MacKinnon (1996) one-sided p-values.

As seen in Table-4, LOGGDP became stationary after taking the second difference and LOGRECEIPTS after taking the first difference. The Ho hypothesis that the series have a unit root is rejected. The graphics below confirm that the series are stationary. The next step is to determine whether there is a long-term relationship between the two series with the help of cointegration analysis.

(a)
(b)
Figure 2
4.3 Johansen Cointegration Test

Cointegration analysis provides an investigation into whether linear combinations of those variables are static if the integration degrees of non-stationary time series variables are the same. In this study, the presence of co-integration between variables was investigated using the Johansen co-integration test.

Johansen and Juselius (1990) developed the Maximum Likelihood Estimation and Likehood Ratio tests to test the cointegration hypothesis. Johansen test the ECM (Error Corection Model) form of the first differences is as follows:

ΔX1 = Γ t ΔXt-1 + …+ Γ k+1 ΔXt-k + ΠXt-k + μ + εt ve εt ~ N (0, Λ) t = 1, . . . , T.

Here Π, (nXn) matrix, Γ t , . . . , Γ k+1 parameter’s matrix, , Xt (nXn) is first level unit root vector, μ (nX1) is vector constant value, εt is error term vector and Λ (nXn) is covariance matrix. Since ΔX1 I (0) in the equation, the right side is stationary only if ΠXt-k is stationary.

In the cointegration test, the Johansen approach is based on the Likelihood Ratio test and is tested according to the n-r unit root hypothesis versus the n-r-1 unit root alternative hypothesis. Two separate tests, Trace and max statistical test, are used.

Λmax = -T Σi = r +1 ln (1- Λi), r = 0, . . . ,n-1.

where Λi is maximum eigenvalue . And Max statistic test is as fallows,

Λmax =-T ln(1- Λi )

Table 5. Johansen Cointegration Test Results

Date: 06/13/20 Time: 20:07

Sample (adjusted): 1999 2018

Included observations: 20 after adjustments

Trend assumption: No deterministic trend

Series: LOGGDPdif2 LOGRECEIPTSdif

Lags interval (in first differences): 1 to 1

Unrestricted Cointegration Rank Test (Trace)

Hypothesized

Trace

0.05

No. of CE(s)

Eigenvalue

Statistic

Critical Value

Prob.**

None *

0.538654

20.11443

12.32090

0.0021

At most 1 *

0.207144

4.642275

4.129906

0.0370

Trace test indicates 2 cointegrating eqn(s) at the 0.05 level

* denotes rejection of the hypothesis at the 0.05 level

**MacKinnon-Haug-Michelis (1999) p-values

Unrestricted Cointegration Rank Test (Maximum Eigenvalue)

Hypothesized

Max-Eigen

0.05

No. of CE(s)

Eigenvalue

Statistic

Critical Value

Prob.**

None *

0.538654

15.47215

11.22480

0.0085

At most 1 *

0.207144

4.642275

4.129906

0.0370

Max-eigenvalue test indicates 2 cointegrating eqn(s) at the 0.05 level

* denotes rejection of the hypothesis at the 0.05 level

**MacKinnon-Haug-Michelis (1999) p-values

Both Trace Test and Maximum Eigenvalue Test statistics have detected two cointegrator equations between variables. It is understood that there is a long-term positive relationship between the series.

4.4 Regression Analysis With Least Squares Method
Table 6. LS Results

Dependent Variable: LOGGDP

Method: Least Squares

Date: 06/13/20 Time: 19:46

Sample: 1995 2018

Included observations: 24

Variable

Coefficient

Std. Error

t-Statistic

Prob.

LOGRECEIPTS

0.211720

0.018180

11.64548

0.0000

C

23.25824

0.346188

67.18381

0.0000

R-squared

0.860421

Mean dependent var

27.27829

Adjusted R-squared

0.854077

S.D. dependent var

0.334794

S.E. of regression

0.127891

Akaike info criterion

-1.195622

Sum squared resid

0.359834

Schwarz criterion

-1.097451

Log likelihood

16.34747

Hannan-Quinn criter.

-1.169578

F-statistic

135.6171

Durbin-Watson stat

0.527095

Prob(F-statistic)

0.000000

The probability of the coefficients and the probability of the F statistic confirm that the model is statistically significant in the %95 confidence interval. So we can estimate the model as;

ln GDP= 23.25824 + 0.211720 ln RECEIPTS

There is a positive relation between economic growth and tourism receipts. If tourism receipts increases %1, GDP will increase %0.21.

5. Conclusion

The need to increase income level, employment and foreign exchange reserves is a common problem of developing economies. To overcome this problem, the contribution of each sector to the economy needs to be known clearly. In this study, the contribution of tourism sector to Turkish economy was examined. According to the study's findings, tourism is very important for Turkey in terms of increasing employment and foreign exchange reserves. According to empirical analysis findings, there is a positive relationship between economic growth and tourism revenues in the long run. For this reason, increasing the tourism investments will be beneficial for the country's economy. Another finding of the research is that every 1% increase in tourism revenues contributes 0.21% to economic growth. Each investment in tourism, with its multiplier effect, will generate more revenue growth than the investment made.

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Şenkardeşler, R. A. (2020). Long-Run Nexus Between Tourism Receipts And Economic Growth: Empirical Evidence from Turkey. J. Account. Fin. Audit. Stud., 6(3), 135-147. https://doi.org/10.32602/jafas.2020.021
R. A., Şenkardeşler, "Long-Run Nexus Between Tourism Receipts And Economic Growth: Empirical Evidence from Turkey," J. Account. Fin. Audit. Stud., vol. 6, no. 3, pp. 135-147, 2020. https://doi.org/10.32602/jafas.2020.021
@research-article{Şenkardeşler2020Long-RunNB,
title={Long-Run Nexus Between Tourism Receipts And Economic Growth: Empirical Evidence from Turkey},
author={Rabia Aktaş şEnkardeşLer},
journal={Journal of Accounting, Finance and Auditing Studies},
year={2020},
page={135-147},
doi={https://doi.org/10.32602/jafas.2020.021}
}
Rabia Aktaş şEnkardeşLer, et al. "Long-Run Nexus Between Tourism Receipts And Economic Growth: Empirical Evidence from Turkey." Journal of Accounting, Finance and Auditing Studies, v 6, pp 135-147. doi: https://doi.org/10.32602/jafas.2020.021
Rabia Aktaş şEnkardeşLer. "Long-Run Nexus Between Tourism Receipts And Economic Growth: Empirical Evidence from Turkey." Journal of Accounting, Finance and Auditing Studies, 6, (2020): 135-147. doi: https://doi.org/10.32602/jafas.2020.021
Şenkardeşler R. A.. Long-Run Nexus Between Tourism Receipts And Economic Growth: Empirical Evidence from Turkey[J]. Journal of Accounting, Finance and Auditing Studies, 2020, 6(3): 135-147. https://doi.org/10.32602/jafas.2020.021