IDEAS home Printed from https://ideas.repec.org/a/eee/touman/v59y2017icp171-181.html
   My bibliography  Save this article

Metrics to measure the geographic characteristics of tourism markets: An integrated approach based on Gini index decomposition

Author

Listed:
  • Lau, Pong-Lung
  • Koo, Tay T.R.
  • Dwyer, Larry

Abstract

Compared to the metrics of tourism seasonality or tourism income distribution, metrics of tourism spatiality remains under-explored. Our principal aim is to enhance the way we measure the geographic dispersal of visitors by developing a Gini index–inspired dispersal metric. We discuss the theoretical criteria for an ideal spatial metric and use these criteria to highlight the important links and differences between Gini and the common ratio approach. Applying the methods to inbound Australian tourism data, we find that considering only one method in isolation not only increases the risk of incorrectly measuring the spatial performance of markets but also ignores interesting, and often offsetting, heterogeneous influences in the data. We expect the outcomes to aid tourism researchers and managers wanting to widen their repertoire in spatial measurement methods, and aid the choice of most appropriate method based on criteria firmly grounded in theory.

Suggested Citation

  • Lau, Pong-Lung & Koo, Tay T.R. & Dwyer, Larry, 2017. "Metrics to measure the geographic characteristics of tourism markets: An integrated approach based on Gini index decomposition," Tourism Management, Elsevier, vol. 59(C), pages 171-181.
    • Handle: RePEc:eee:touman:v:59:y:2017:i:c:p:171-181
    DOI: 10.1016/j.tourman.2016.07.019
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S026151771630139X
    Download Restriction: no
    File URL: https://libkey.io/10.1016/j.tourman.2016.07.019?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Pierre-Philippe Combes & Thierry Mayer & Jacques-François Thisse, 2008. "Economic Geography: The Integration of Regions and Nations," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-00311000, HAL.
    2. Lambert, Peter J & Aronson, J Richard, 1993. "Inequality Decomposition Analysis and the Gini Coefficient Revisited," Economic Journal, Royal Economic Society, vol. 103(420), pages 1221-1227, September.
    3. Fernández-Morales, Antonio & Cisneros-Martínez, José David & McCabe, Scott, 2016. "Seasonal concentration of tourism demand: Decomposition analysis and marketing implications," Tourism Management, Elsevier, vol. 56(C), pages 172-190.
    4. Lerman, Robert I. & Yitzhaki, Shlomo, 1984. "A note on the calculation and interpretation of the Gini index," Economics Letters, Elsevier, vol. 15(3-4), pages 363-368.
    5. Leslie Hannah & J. A. Kay, 1977. "Concentration in Modern Industry," Palgrave Macmillan Books, Palgrave Macmillan, number 978-1-349-02773-6, February.
    6. Cowell, Frank, 2011. "Measuring Inequality," OUP Catalogue, Oxford University Press, edition 3, number 9780199594047.
    7. Leslie Hannah & J. A. Kay, 1977. "The Measurement of Concentration," Palgrave Macmillan Books, in: Concentration in Modern Industry, chapter 4, pages 41-63, Palgrave Macmillan.
    8. Duro, Juan Antonio, 2016. "Seasonality of hotel demand in the main Spanish provinces: Measurements and decomposition exercises," Tourism Management, Elsevier, vol. 52(C), pages 52-63.
    9. Papatheodorou, Andreas & Arvanitis, Pavlos, 2009. "Spatial evolution of airport traffic and air transport liberalisation: the case of Greece," Journal of Transport Geography, Elsevier, vol. 17(5), pages 402-412.
    10. Dagum, Camilo, 1997. "A New Approach to the Decomposition of the Gini Income Inequality Ratio," Empirical Economics, Springer, vol. 22(4), pages 515-531.
    11. Koo, T. & Halpern, N. & Papatheodorou, A. & Graham, A. & Arvanitis, P., 2016. "Air transport liberalisation and airport dependency: developing a composite index," Journal of Transport Geography, Elsevier, vol. 50(C), pages 83-93.
    12. Reynolds-Feighan, Aisling, 2001. "Traffic distribution in low-cost and full-service carrier networks in the US air transportation market," Journal of Air Transport Management, Elsevier, vol. 7(5), pages 265-275.
    13. Koo, Tay T.R. & Wu, Cheng-Lung & Dwyer, Larry, 2012. "Dispersal of visitors within destinations: Descriptive measures and underlying drivers," Tourism Management, Elsevier, vol. 33(5), pages 1209-1219.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Hugo Padrón-Ávila & Raúl Hernández-Martín, 2019. "Preventing Overtourism by Identifying the Determinants of Tourists’ Choice of Attractions," Sustainability, MDPI, vol. 11(19), pages 1-17, September.
    2. Tay T. R. Koo & David Tan & David Timothy Duval, 2018. "The Effect of Levels of Air Service Availability on Inbound tourism demand from Asia to Australia," Advances in Airline Economics, in: Airline Economics in Asia, volume 7, pages 145-167, Emerald Group Publishing Limited.
    3. Koo, Tay T.R. & Hossein Rashidi, Taha & Park, Jin-Woo & Wu, Cheng-Lung & Tseng, Wen-Chun, 2017. "The effect of enhanced international air access on the demand for peripheral tourism destinations: Evidence from air itinerary choice behaviour of Korean visitors to Australia," Transportation Research Part A: Policy and Practice, Elsevier, vol. 106(C), pages 116-129.
    4. Li, Bo & Dewan, Hasnat, 2017. "Efficiency differences among China's resource-based cities and their determinants," Resources Policy, Elsevier, vol. 51(C), pages 31-38.
    5. Koo, Tay T.R. & Lau, Pong-Lung, 2019. "Impact of aviation on spatial distribution of tourism: An experiment," Annals of Tourism Research, Elsevier, vol. 78(C), pages 1-1.
    6. Chenxi Li & Kening Wu & Xiangyu Gao, 2020. "Manufacturing industry agglomeration and spatial clustering: Evidence from Hebei Province, China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 22(4), pages 2941-2965, April.
    7. Paz Rico & Bernardí Cabrer-Borrás & Francisco Morillas-Jurado, 2021. "Seasonality in Tourism: Do Senior Programs Mitigate It?," Mathematics, MDPI, vol. 9(16), pages 1-27, August.
    8. Wang, Changjian & Miao, Zhuang & Chen, Xiaodong & Cheng, Yu, 2021. "Factors affecting changes of greenhouse gas emissions in Belt and Road countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 147(C).
    9. Feng, Hongxiang & Grifoll, Manel & Yang, Zhongzhen & Zheng, Pengjun & Martin-Mallofre, Agustí, 2020. "Visualization of container throughput evolution of the Yangtze River Delta multi-port system: the ternary diagram method," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 142(C).
    10. Liu, Yang & Du, Junying & Wang, Kun, 2024. "Towards common prosperity: The role of mitigating energy inequality," Energy Policy, Elsevier, vol. 195(C).
    11. Hardy, Anne & Birenboim, Amit & Wells, Martha, 2020. "Using geoinformatics to assess tourist dispersal at the state level," Annals of Tourism Research, Elsevier, vol. 82(C).
    12. Rosselló, Jaume & Sansó, Andreu, 2017. "Yearly, monthly and weekly seasonality of tourism demand: A decomposition analysis," Tourism Management, Elsevier, vol. 60(C), pages 379-389.
    13. Gabriela Carmen Pascariu & Bogdan-Constantin Ibanescu, 2018. "Determinants and Implications of the Tourism Multiplier Effect in EU Economies. Towards a Core-Periphery Pattern?," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 20(S12), pages 982-982, November.
    14. Sueyoshi, Toshiyuki & Qu, Jingjing & Li, Aijun & Liu, Xiaohong, 2021. "A new approach for evaluating technology inequality and diffusion barriers: The concept of efficiency Gini coefficient and its application in Chinese provinces," Energy, Elsevier, vol. 235(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Koo, T. & Halpern, N. & Papatheodorou, A. & Graham, A. & Arvanitis, P., 2016. "Air transport liberalisation and airport dependency: developing a composite index," Journal of Transport Geography, Elsevier, vol. 50(C), pages 83-93.
    2. Koo, Tay T.R. & Lohmann, Gui, 2013. "The spatial effects of domestic aviation deregulation: a comparative study of Australian and Brazilian seat capacity, 1986–2010," Journal of Transport Geography, Elsevier, vol. 29(C), pages 52-62.
    3. Nicole Palan, 2010. "Measurement of Specialization – The Choice of Indices," FIW Working Paper series 062, FIW.
    4. Frédéric Dobruszkes & Jean-Michel Decroly & Pere Suau-Sanchez, 2022. "The monthly rhythms of aviation: A global analysis of passenger air service seasonality," ULB Institutional Repository 2013/341140, ULB -- Universite Libre de Bruxelles.
    5. Stéphane Mussard & Françoise Seyte & Michel Terraza, 2006. "La décomposition de l’indicateur de Gini en sous-groupes : une revue de la littérature," Cahiers de recherche 06-11, Departement d'économique de l'École de gestion à l'Université de Sherbrooke.
    6. I. Josa & A. Aguado, 2020. "Measuring Unidimensional Inequality: Practical Framework for the Choice of an Appropriate Measure," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 149(2), pages 541-570, June.
    7. Geoffrey Warner, 2001. "A lorenz curve based index of income stratification," The Review of Black Political Economy, Springer;National Economic Association, vol. 28(3), pages 41-57, December.
    8. Branko Milanovic, 2002. "True World Income Distribution, 1988 and 1993: First Calculation Based on Household Surveys Alone," Economic Journal, Royal Economic Society, vol. 112(476), pages 51-92, January.
    9. Stéphane Mussard & Kuan Xu, 2006. "Multidimensional Decomposition of the Sen Index: Some Further Thoughts," Cahiers de recherche 06-08, Departement d'économique de l'École de gestion à l'Université de Sherbrooke.
    10. Sathye, M, 2002. "The Impact of Foreign Banks on Market Concentration: The Case of India," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 2(1).
    11. Federico Attili, 2024. "Uncovering Complexities in Horizontal Inequality: A Novel Decomposition of the Gini Index," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 173(2), pages 351-376, June.
    12. Rolf Aaberge & Steinar Bjerve & Kjell Doksum, 2005. "Decomposition of rank-dependent measures of inequality by subgroups," Metron - International Journal of Statistics, Dipartimento di Statistica, Probabilità e Statistiche Applicate - University of Rome, vol. 0(3), pages 493-503.
    13. Anne Lange & Werner Delfmann, 2017. "Network concentration indices for less-than-truckload transportation," Transportation, Springer, vol. 44(6), pages 1475-1497, November.
    14. Koo, Tay T.R. & Lim, Christine & Dobruszkes, Frédéric, 2017. "Causality in direct air services and tourism demand," Annals of Tourism Research, Elsevier, vol. 67(C), pages 67-77.
    15. I. Brezina & J. Pekár & Z. Čičková & M. Reiff, 2016. "Herfindahl–Hirschman index level of concentration values modification and analysis of their change," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 24(1), pages 49-72, March.
    16. Benny Geys & Bruno Heyndels, 2006. "Disentangling The Effects Of Political Fragmentation On Voter Turnout: The Flemish Municipal Elections," Economics and Politics, Wiley Blackwell, vol. 18(3), pages 367-387, November.
    17. Ryu, Hang Keun, 2013. "A bottom poor sensitive Gini coefficient and maximum entropy estimation of income distributions," Economics Letters, Elsevier, vol. 118(2), pages 370-374.
    18. Paul Latreille & James Mackley, 2011. "Using Excel to Illustrate Hannah and Kay's Concentration Axioms," International Review of Economic Education, Economics Network, University of Bristol, vol. 10(1), pages 117-127.
    19. Dorian Owen, 2014. "Measurement of competitive balance and uncertainty of outcome," Chapters, in: John Goddard & Peter Sloane (ed.), Handbook on the Economics of Professional Football, chapter 3, pages 41-59, Edward Elgar Publishing.
    20. Duangkamon Chotikapanich & William E Griffiths & D.S. Prasada Rao & Vicar Valencia, 2009. "Global Income Distribution and Inequality: 1993 and 2000," Department of Economics - Working Papers Series 1062, The University of Melbourne.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:touman:v:59:y:2017:i:c:p:171-181. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: https://www.journals.elsevier.com/tourism-management .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.