By applying threshold analysis and quantile regression techniques, we investigate the linearity of the relationship between tourism receipts and economic growth. We find that a threshold exists, below and above which the relationship between tourism receipts and economic growth changes. In our sample, the threshold for tourism receipts is at 3.82% of gross domestic product. Specifically, our findings suggest that tourism receipts have a more pronounced effect on economic growth below the threshold than above the threshold. From the quantile regression analysis, we further find that countries have greater benefits from tourism at lower levels of economic growth. Thus, policy makers designing tourism policy may consider that the marginal benefit of tourism on growth wanes beyond certain levels in spite of the fact that tourism receipts are an important driver of economic growth at all levels of growth.
AdamouACleridesS (2010) Prospects and limits of tourism-led growth: the international evidence. Review of Economic Analysis3: 287–303.
2.
BarroRJ (2003) Determinants of economic growth in a panel of countries. Annals of Economics and Finance4(1): 231–274.
3.
BorgenNT (2016) Fixed effects in unconditional quantile regression. The Stata Journal16(2): 403–415.
4.
BrauRLanzaAPigliaruF (2003) How fast are the tourism countries growing? The cross-country evidence. FEEM Working Paper No. 85. DOI:10.2139/ssrn.453340.
5.
BrauRLanzaAPigliaruF (2007) How fast are small tourism countries growing? Evidence from the data for 1980-2003. Tourism Economics13(4): 603–613.
6.
BridaJGCortés-JiménezIPulinaM (2016) Has the tourism-led growth hypothesis been validated? A literature review. Current Issues in Tourism19(5): 394–430.
7.
BridaJGLanzilottaBLionettiS, et al. (2010) The tourism-led growth hypothesis for Uruguay. Tourism Economics16(3): 765–771.
8.
BridaJGLanzilottaBPereyraJS (2015) A nonlinear approach to the tourism-led growth hypothesis: the case of the MERCOSUR. Current Issues in Tourism18(7): 647–666.
9.
BruecknerMSchwandtH (2015) Income and population growth. The Economic Journal125(589): 1653–1676.
10.
ChangCLKhamkaewTMcAleerM (2012) IV estimation of a panel threshold model of tourism specialization and economic development. Tourism Economics18(1): 5–41.
11.
ChangCLKhamkaewTMcAleerM, et al. (2010) A panel threshold model of tourism specialization and economic development. International Journal of Intelligent Technologies and Applied Statistics3(2): 159–186.
12.
ChenCFChiou-WeiSZ (2009) Tourism expansion, tourism uncertainty, and economic growth: new evidence from Taiwan and Korea. Tourism Management30(6): 812–818.
13.
ChiuYBYehLT (2016) The threshold effects of the tourism-led growth hypothesis: evidence from a cross-sectional model. Journal of Travel Research56(10): 625–637.
14.
Cortés-JiménezI (2008) Which type of tourism matters to the regional economic growth? The cases of Spain and Italy. International Journal of Tourism Research10(2): 127–139.
DritsakisN (2004) Tourism as a long-run economic growth factor: an empirical investigation for Greece. Tourism Economics10(3): 305–316.
17.
DritsakisN (2012) Tourism development and economic growth in seven Mediterranean countries: a panel data approach. Tourism Economics18(4): 801–816.
18.
DurbarryR (2004) Tourism and economic growth: the case of Mauritius. Tourism Economics10(4): 389–401.
19.
EeckelsBFilisGLeonC (2012) Tourism income and economic growth in Greece: empirical evidence from their cyclical components. Tourism Economics18(4): 817–834.
20.
Eugenio-MartinJLMoralesNMScarpaR (2004) Tourism and economic growth in Latin American countries: a panel data approach. FEEM Working Paper No. 26. DOI:10.2139/ssrn.504482.
21.
FayissaBNsiahCTadasseB (2008) The impact of tourism on economic growth and development in Africa. Tourism Economics14(4): 807–818.
HansenBE (1999) Threshold effects in non-dynamic panels: estimation, testing, and inference. Journal of Econometrics93(2): 345–368.
24.
HardingMLamarcheC (2009) A quantile regression approach for estimating panel data models using instrumental variables. Economics Letters104(3): 133–135.
25.
HeadeyDDHodgeA (2009) The effect of population growth on economic growth: a meta-regression analysis of the macroeconomic literature. Population and Development Review35(2): 221–248.
26.
HolznerM (2011) Tourism and economic development: The beach disease?Tourism Management32(4): 922–933.
27.
HunterC (1997) Sustainable tourism as an adaptive paradigm. Annals of Tourism Research24(4): 850–867.
28.
HuseinJKaraSM (2011) Research note: re-examining the tourism-led growth hypothesis for Turkey. Tourism Economics17(4): 917–924.
29.
IbarraRTrupkinDR (2016) Reexamining the relationship between inflation and growth: Do institutions matter in developing Countries?Economic Modelling52(B): 332–351.
30.
KatirciogluST (2009) Revisiting the tourism-led-growth hypothesis for Turkey using the bounds test and Johansen approach for cointegration. Tourism Management30(1): 17–20.
31.
KoJTG (2001) Assessing progress of tourism sustainability. Annals of Tourism Research28(3): 817–820.
32.
KoenkerR (2004) Quantile regression for longitudinal data. Journal of Multivariate Analysis91(1): 74–89.
KumarRRKumarR (2012) Exploring the nexus between information and communications technology, tourism, and growth in Fiji. Tourism Economics18(2): 359–371.
35.
KumarRRStauvermannPJ (2016) The linear and non-linear relationship between tourism demand and output per worker: a study of Sri Lanka. Tourism Management Perspectives19(A): 109–120.
36.
LanzaAPigliaruF (2000) Why are tourism countries small and fast-growing? In: FossatiAPanellaG (eds), Tourism and Sustainable Economic Development. Boston: Springer. DOI:10.1007/978-1-4615-4321-3_3.
37.
LeeJWKwagM (2013) Green growth and sustainability: the role of tourism, travel and hospitality service industry in Korea. Journal of Distribution Science11(7): 15–22.
38.
LiHZhangJ (2007) Do high birth rates hamper economic growth?The Review of Economics and Statistics89(1): 110–117.
39.
MushtaqAZamanK (2013) Impact of macroeconomic factors on tourism receipts: evidence from SAARC region. European Economic Letters2(2): 38–43.
40.
NarayanPKNarayanSPrasadA, et al. (2010) Tourism and economic growth: a panel data analysis for Pacific Island countries. Tourism Economics16(1): 169–183.
OhCO (2005) The contribution of tourism development to economic growth in the Korean economy. Tourism Management26(1): 39–44.
43.
OlayinkaIK (2013) A reassessment of tourism-exports led growth hypothesis in Africa. American Journal of Tourism Research2(1): 130–140.
44.
Pablo-RomeroMMolinaJA (2013) Tourism and economic growth: a review of the empirical literature. Tourism Management Perspectives8(1): 28–41.
45.
Perles-RibesJFRamón-RodríguezABRubiaA (2017) Is the tourism-led growth hypothesis valid after the global economic and financial crisis? The case of Spain 1957-2014. Tourism Management61(1): 96–109.
46.
Perles-RibesJFRamón-RodríguezABSevilla-JiménezM (2016) The effects of economic crises on tourism success: an integrated model. Tourism Economics22(2): 417–447.
47.
PoWCHuangBN (2008) Tourism development and economic growth—a nonlinear approach. Physica A: Statistical Mechanics and Its Applications387(22): 5535–5542.
48.
ProençaSSoukiazisE (2008) Tourism as an alternative source of regional growth in Portugal: a panel data analysis at NUTS II and III levels. Portuguese Economic Journal7(1): 43–61.
49.
SamitasAAsteriouDPolyzosS, et al. (2018) Terrorist incidents and tourism demand: evidence from Greece. Tourism Management Perspectives25(1): 23–28.
50.
SeetanahB (2011) Assessing the dynamic economic impact of tourism for island economies. Annals of Tourism Research38(1): 291–308.
51.
SongHDwyerLLiG, et al. (2012) Tourism economics research: a review and assessment. Annals of Tourism Research39(3): 1653–1682.
52.
TangCHHJangSS (2009) The tourism-economy causality in the United States: a sub-industry level examination. Tourism Management30(4): 553–558.
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