Abstract
Recent political instabilities in the Middle East have led to strong negative impacts on the tourism sector. The aim of this study is to investigate the extent and the impact of political instability on tourism development in Kurdistan region of Iraq (KRI). The impact of previous wars and incidents including the most recent events by the Islamic State in Iraq and Syria (ISIS) on tourism demand is quantitatively evaluated. Unit roots and structural breaks are detected relating political instabilities with significant tourist declines. A systematic comparison on the effect of terrorist attacks and wars on tourist arrivals is performed by employing a multiple regression model using monthly time series data from January 2003 to September 2018. The analysis revealed stronger negative impact of wars in comparison to terrorist attacks. The novelty of this study lies in its ability to establish that the impacts of war have far reaching consequences that last for at least three consecutive years as compared to short negative effects of terrorist attacks. Our findings imply that political instability, especially wars, leads to large safety concerns in the tourist destinations.
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Notes
For research reproducibility purposes, we have made the base code and the datasets used in this study available online on the following GitHub repository: https://github.com/ahmedumer/touristdemand.
References
Adeola O, Boso N, Evans O (2018) Drivers of international tourism demand in Africa. Bus Econ 53(1):25–36. https://doi.org/10.1057/s11369-017-0051-3
Agiomirgianakis G, Serenis D, Tsounis T (2017) Effective timing of tourism policy: the case of Singapore. Econ Model 60:29–38. https://doi.org/10.1016/j.econmod.2016.09.001
Ahmad AB, Cheng Z (2018) The role of change content, context, process, and leadership in understanding employees’ commitment to change: the case of public organizations in Kurdistan region of Iraq. Public Pers Manage 47(2):195–216. https://doi.org/10.1177/0091026017753645
Al-Hamarneh A, Steiner C (2004) Islamic tourism: Rethinking the strategies of tourism development in the Arab world after September 11, 2001. Comparative studies of South Asia, Africa and the Middle East 24(1): 173–182. https://doi.org/10.1215/1089201X-24-1-175
Alvarez MD, Campo S (2014) The influence of political conflicts on country image and intention to visit: a study of Israel's image. Tourism Managet 40:70–78. https://doi.org/10.1016/j.tourman.2013.05.009
Apergis N, Mervar A, Payne JE (2017) Forecasting disaggregated tourist arrivals in Croatia: evidence from seasonal univariate time series models. Tourism Econ 23(1):78–98. https://doi.org/10.5367/te.2015.0499
Arayan PA (2004) Fiji's tourism demand: the ARDL approach to cointegration. Tourism Econ 10(2):193–206. https://doi.org/10.5367/000000004323142425
Aschauer W (2010) Perceptions of tourists at risky destinations. A model of psychological influence factors. Tour Rev 65(2):4–20. https://doi.org/10.1108/16605371011061589
Bai J, Perron P (2003) Critical values for multiple structural change tests. Econom J 6(1):72–78. https://doi.org/10.1111/1368-423X.00102
Bassil C (2014) The effect of terrorism on tourism demand in the Middle East. Peace Econ Peace Sci Pub Pol 20(4):669–684. https://doi.org/10.1515/peps-2014-0032
Bassil C, Hamadeh M, Samara N (2015) The tourism led growth hypothesis: the Lebanese case. Tour Rev 70(1):43–55. https://doi.org/10.1108/TR-05-2014-0022
Batra A (2008) Foreign tourists' perception towards personal safety and potential crime while visiting Bangkok. Anatol 19(1):89–101. https://doi.org/10.1080/13032917.2008.9687055
Bhattacharya M, Basu K (2010) Impact of terror incidents on the foreign tourist arrivals in India: an econometric exploration. IJTP 3(3):213–222
Bhattarai K, Conway D, Shrestha N (2005) Tourism, terrorism and turmoil in Nepal. Ann Tour Res 32(3):669–688. https://doi.org/10.1016/j.annals.2004.08.007
Bianchi C (2015) Solo holiday travellers: motivators and drivers of satisfaction and dissatisfaction. Int J Tour Res 18(2):197–208. https://doi.org/10.1002/jtr.2049
Blake A, Sinclair MT (2003) Tourism crisis management: US response to September 11. Ann Tour Res 30(4):813–832. https://doi.org/10.1016/S0160-7383(03)00056-2
Braim KM, McCabe S, Rickly J et al (2016) Challenges that face cultural tourism development in conflict and post-conflict regions: the case of Kurdistan. 56th congress of the European regional science association: "cities & regions: smart, sustainable, inclusive. Vienna, Austria 23-26 august 2016, pp. 1-11. Vienna: (ERSA).
Brooks C (2019) Univariate time-series modelling and forecasting. In: Introductory econometrics for finance. Cambridge University Press, Cambridge, pp 246–292. https://doi.org/10.1017/9781108524872.008
Buigut S (2015) Effect of terrorism on demand for tourism in Kenya: a comparative analysis. Tour Hosp Res 18(1):28–37. https://doi.org/10.1177/1467358415619670
Buigut S, Amendah DD (2016) Effect of terrorism on demand for tourism in Kenya. Tourism Econ 22(5):928–938. https://doi.org/10.5367/te.2015.0467
Buigut S, Braendle U, Sajeewani D (2017) Terrorism and travel advisory effects on international tourism. Asia Pac J Tour Res 22(10):991–1004. https://doi.org/10.1080/10941665.2017.1359193
Butler R, Suntikul W (2013) Tourism and war, 1st edn. Routledge, Oxon
CalcProfi (2019) online calculator. https://www.calcprofi.com/exchange-rate-history-iraqi-dinar-to-us-dollar.html. Accessed 6 Feb2019
Cró S, Martins AM (2017) Structural breaks in international tourism demand: are they caused by crises or disasters? Tourism Manage 63:3–9. https://doi.org/10.1016/j.tourman.2017.05.009
Cui F, Liu Y, Chang Y et al (2016) An overview of tourism risk perception. Nat Hazards 82(1):643–658. https://doi.org/10.1007/s11069-016-2208-1
Cunado J, Gil-Alana LA, Perez de Gracia F (2008) Fractional integration and structural breaks: evidence from international monthly arrivals in the USA. Tourism Econ 14:13–23. https://doi.org/10.5367/000000008783554884
Danish Immigration Service (2016) Access. Possibility of Protection, Security and Humanitarian Situation https://www.refworld.org/docid/570cba254.html.
Dickey DA, Fuller WA (1979) Distribution of the estimators for autoregressive time series with a unit root. J Am Stat Assoc 74(366):427–431. https://doi.org/10.2307/2286348
Drakos K, Kutan AM (2003) Regional effects of terrorism on tourism in three Mediterranean countries. J Confl Resolut 47(5):621–641. https://doi.org/10.1177/0022002703258198
Eckstein Z, Tsiddon D (2004) Macroeconomic consequences of terror: theory and the case of Israel. J Monetary Econ 51(5):971–1002. https://doi.org/10.1016/j.jmoneco.2004.05.001
Enders W, Sandler T, Parise GF (1992) An econometric analysis of the impact of terrorism on tourism. Kyklos 45(4):531–554. https://doi.org/10.1111/j.1467-6435
Eryigit M, Kotil E, Eryigit R (2010) Factors affecting international tourism flows to Turkey: a gravity model approach. Tourism Econ 16(3):585–595. https://doi.org/10.5367/000000010792278374
Euromonitor International (2014) Travel and Tourism in Iraq. https://www.euromonitor.com/travel-and-tourism-in-iraq/report. Accessed 5 Dec 2018
Feridun M (2011) Impact of terrorism on tourism in Turkey: empirical evidence from Turkey. Appl Econ 43(24):3349–3354. https://doi.org/10.1080/00036841003636268
Fernando S, Bandara JS, Liyanaarachch S et al (2013) Political violence and volatility in international tourist arrivals: the case of Sri Lanka. Tourism Anal 18(5):575–586. https://doi.org/10.3727/108354213X13782245307876
Fleischer A, Buccola S (2002) War, terror and the tourism market in Israel. Appl Econ 34(11):1335–1343. https://doi.org/10.1080/00036840110099252
Fletcher J, Morakabati Y (2008) Tourism activity, terrorism and political instability within the commonwealth: the cases of Fiji and Kenya. Int J tour Res10(6): 537-556. https://doi.org/10.1002/jtr.699
Fuchs G, Reichel A (2011) An exploratory inquiry into destination risk perceptions and risk reduction strategies of first time vs. repeat visitors to a highly volatile destination. Tourism Manage 32(2):266–276. https://doi.org/10.1016/j.tourman.2010.01.012
General Board of Tourism (2018) Statistics of tourist arrivals and facilities (2003–2018) plan department. Iraqi Kurdistan region, Erbil
Gil-Alana LA, Mervar A, Payne JE (2016) Modeling the degree of persistence in Croatian tourism. Tourism Econ 22(3):655–664. https://doi.org/10.5367/te.2014.0457
Global Terrorism Database (2018) Database, Global Terrorism. https://www.start.umd.edu/gtd/search. Accessed 10 Dec 2018
Global Terrorism Index (2017) Measuring and understanding the impact of terrorism. National Consortium for the Study of Terrorism and Responses to Terrorism. http://visionofhumanity.org/app/uploads/2017/11/Global-Terrorism-Index-2017.pdf. Accessed 10 Jun 2018
Goldman OS, Neubauer-Shani M (2016) Does international tourism affect transnational terrorism? J Travel Res 56(4):451–467. https://doi.org/10.1177/0047287516649059
Goodrich JN (2002) September 11, 2001 attack on America: impact on tourism security. J Travel Tour Mark 11(4):1–12. https://doi.org/10.1300/j073v11n04_01
Greenbaum RT, Hultquist A (2006) The economic impact of terrorist incidents on the Italian hospitality industry. Urban Aff Rev 42(1):113–130. https://doi.org/10.1177/1078087406290116
Gupta A (2011) Terrorism and its impact on financial performance: a case of tourism industry. Int J Finance Manage 1(4):46–52
Hamadeh M, Bassil C (2017) Terrorism, war, and volatility in tourist arrivals: the case of Lebanon. Tourism Anal 22(4):537–550. https://doi.org/10.3727/108354217X15023805452086
Hansen BE (1997) Approximate asymptotic p values for structuras-change tests. J Bus Econ Stat 15(1):60–67
Henderson J (2004) Managing the aftermath of terrorism: the Bali bombings, travel advisories and Singapore. J H Tou Adm 4(2):17–31
Ibrahim RI, Mushatat SA, Abdelmonem MG (2015) Erbil. Cities 49:14–25
Invest in group (2013) Opening up to the World: Tourism, the tourism industry in the Kurdistan Region continues to grow, and new opportunities are emerging. http://investingroup.org/review/243/opening-up-to-the-world-tourism-kurdistan. Accessed 22 Nov2018
Issa IA, Altinay L (2006) Impacts of political instability on tourism planning and development: the case of Lebanon. Tourism Econ 12(3):361–381. https://doi.org/10.5367/000000006778493664
Karl M, Winder G, Bauer A (2016) Terrorism and tourism in Israel: analysis of the temporal scale. Tourism Econ 23(6):1343–1352. https://doi.org/10.1177/1354816616686417
Kendall M, Stuart A (1983) The advanced theory of statistics. Vol.3, London, griffin, pp 410–414.
Khan A, Estrada MA (2016) The effects of terrorism on economic performance: the case of Islamic state in Iraq and Syria (ISIS). Qual Quant 50(4):1645–1661. https://doi.org/10.1007/s11135-015-0226-9
Kurdistan Region Statistics Office (2019) Ministry of planning, Kurdistan Region http://krso.net/?page=list&c=gdp. Accessed on 4 Feb 2019
Lanouar C, Goaied M (2019) Tourism, terrorism and political violence in Tunisia: evidence from Markov-switching models. Tourism Manage 70:404–418
Liu A, Pratt S (2017) Tourism's vulnerability and resilience to terrorism. Tourism Manage 60:404–417. https://doi.org/10.1016/j.tourman.2017.01.001
Llorca-Vivero R (2008) Terrorism and international tourism: new evidence. Defence Peace Econ 19(2):169–188. https://doi.org/10.1080/10242690701453917
Mansfeld Y, Pizam A (2006) Toward a theory of tourism security. In Tourism Security and Safety:15–41
Neumayer E (2004) The impact of political violence on tourism: dynamic cross-national estimation. J Confl Resolut 48(2):259–281. https://doi.org/10.1177/0022002703262358
Neumayer E, Plümper T (2016) Spatial spill-overs from terrorism on tourism: Western victims in Islamic destination countries. Public Choice 169(3):195–206. https://doi.org/10.2139/ssrn.3170549
Paasche E (2016) The role of corruption in reintegration: experiences of Iraqi Kurds upon return from Europe. J Ethn Migr 42(7):1076–1093
Paraskevas A, Arendell B (2007) A strategic framework for terrorism prevention and mitigation in tourism destinations. Tourism Manage 28(6):1560–1573. https://doi.org/10.1016/j.tourman.2007.02.012
Payne JE, Gil-Alana LA (2017) Data measurement and the change in persistence of tourist arrivals to the United States in the aftermath of the September 11th terrorist attacks. Tourism Econ 24(1):41–50. https://doi.org/10.1177/1354816617719161
Pizam A, Fleischer A (2002) Severity versus frequency of acts of terrorism: which has a larger impact on tourism demand? J Travel Res 40(3):337–339. https://doi.org/10.1177/0047287502040003011
Pizam A, Smith G (2000) Tourism and terrorism: a quantitative analysis of major terrorist acts and their impact on tourism destinations. Tourism Econ 6(2):123–138. https://doi.org/10.5367/000000000101297523
Poprawe M (2015) A panel data analysis of the effect of corruption on tourism. Appl Econ 47(23):2399–2412. https://doi.org/10.1080/00036846.2015.1005874
Raza SA, Jawaid ST (2013) Terrorism and tourism: a conjunction and ramification in Pakistan. Econ Model 33:65–70. https://doi.org/10.1016/j.econmod.2013.03.008
Rittichainuwat BN, Chakraborty G (2009) Perceived travel risks regarding terrorism and disease: the case of Thailand. Tourism Manage 30(3):410–418. https://doi.org/10.1016/j.tourman.2008.08.001
Saha S, Yap G (2014) The moderation effects of political instability and terrorism on tourism development: a cross-country panel analysis. J Travel Res 53(4):509–521. https://doi.org/10.1177/0047287513496472
Salleh NH, Siong-Hook L, Ramachandran S et al (2008) Asian tourism demand for Malaysia: a bound test approach. Contemp Manag Res 4(4):351–368
Samitas A, Asteriou D, Polyzos S et al (2018) Terrorist incidents and tourism demand: evidence from Greece. Tour Manag Perspect 25:23–28. https://doi.org/10.1016/j.tmp.2017.10.005
San Ahmed A, Holloway GJ (2017) Calories conflict and correlates: redistributive food security in post-conflict Iraq. Food Policy 68:89–99. https://doi.org/10.1016/j.foodpol.2017.01.005
Seabra C, Kastenholz E, Abrantes J et al (2018) Peacefulness at home: impacts on international travel. Int J Tour Cities 4(4):1–17
Sloboda BW (2003) Assessing the effects of terrorism on tourism by use of time series methods. Tourism Econ 9(2):179–190
Soderberg NE, Phillips DL (2015) State-building in Iraqi Kurdistan Institute for the Study of Human Rights
Song H, Li G (2008) Tourism demand modelling and forecasting—a review of recent research. Tourism Manage 29(2):203–220
Tarlow P (2006) A social theory of terrorism and tourism. In tourism, security and safety. Routledge: 45-60.
United Nations Assistance Mission for Iraq (2011) Report on Human Rights in Iraq: 2011. Baghdad: UNAMI HUMAN RIGHTS OFFICE. 18 Sep 2018 https://www.ohchr.org/Documents/Countries/IQ/IraqUNAMI-OHCHR_HR_Report_en.pdf. Accessed on 18 Sep 2018
United Nations world tourism organization (2016) Tourism highlights 2016 edition. Madrid. http://www.e-unwto.org/doi/pdf/10.18111/9789284416899. Accessed on 10 Sep 2018
Wolff K, Larsen S (2017) A taxonomy of terror-about the effect of different kinds of terror on risk perceptions. Scand J Hosp Tour 17(2):111–128
World Bank Group (2015) Assessing the Economic and Social Impact of the Syrian Conflict and ISIS the Kurdistan region of Iraq. http://documents.worldbank.org/curated/en/579451468305943474/pdf/958080PUB0Apri0PUBLIC09781464805486.pdf. Accessed on 17 Sep 2018
World Bank Group (2018) Iraq-Reconstruction-and-Investment-Part-2-Damage-and-Needs-Assessment-of-Affected- Governorates. http://documents.worldbank.org/curated/en/600181520000498420. Accessed on 24 Jan 2020
Wu DC, Song H, Shen S (2017) New developments in tourism and hotel demand modeling and forecasting. Int J Contemp Hosp Manag 29(1):507–529. https://doi.org/10.1108/IJCHM-05-2015-0249
Yaya ME (2009) Terrorism and tourism: the case of Turkey. Defence Peace Econ 20(6):477–497
Zakaria M, Jun W, Ahmed H (2019, 1794-1812) Effect of terrorism on economic growth in Pakistan: an empirical analysis. Economic Research-Ekonomska Istraživanja 32:1. https://doi.org/10.1080/1331677X.2019.1638290
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Omer, A.M., Yeşiltaş, M. “Modeling the impact of wars and terrorism on tourism demand in Kurdistan region of Iraq”. Port Econ J 19, 301–322 (2020). https://doi.org/10.1007/s10258-020-00178-0
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DOI: https://doi.org/10.1007/s10258-020-00178-0