IDEAS home Printed from https://ideas.repec.org/a/rjr/romjef/vy2013i4p218-231.html
   My bibliography  Save this article

Cluster Analysis of Market Potential in Emerging Markets: A Dynamic Research based on Markov Chain

Author

Listed:
  • Da Huo

    (School of International Trade and Economics, Central University of Finance and Economics, Beijing, China)

Abstract

The emerging economy is playing an important role in the global market. Market potential of emerging markets is also a determinant in a wide range of market decisions of the global managers. For the reason that the market potential consists of a number of different factors across different countries, this research divides the emerging market countries into different clusters, and analyzes their different attributes by cluster analysis. Also, the network relationships between the emerging markets and their attributes across different clusters are further researched. It is found that countries at a higher level of market potential also show a higher level of economic freedom, commercial infrastructure, market intensity and market consumption capacity. With the development of their economies, the emerging markets have experienced different transitions. This research further estimates the switching probabilities across different clusters by a Markov chain model. Future ratios of different country clusters in the emerging markets are also forecasted. This research will be helpful to the global managers and cross-border investors in developing a further understanding of future changes in market potentials of different emerging markets.

Suggested Citation

  • Da Huo, 2013. "Cluster Analysis of Market Potential in Emerging Markets: A Dynamic Research based on Markov Chain," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(4), pages 218-231, December.
  • Handle: RePEc:rjr:romjef:v::y:2013:i:4:p:218-231
    as

    Download full text from publisher

    File URL: http://www.ipe.ro/rjef/rjef4_13/rjef4_2013p218-231.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Oded Netzer & James M. Lattin & V. Srinivasan, 2008. "A Hidden Markov Model of Customer Relationship Dynamics," Marketing Science, INFORMS, vol. 27(2), pages 185-204, 03-04.
    2. Eckhardt Bode & Peter Nunnenkamp, 2011. "Does foreign direct investment promote regional development in developed countries? A Markov chain approach for US states," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 147(2), pages 351-383, June.
    3. Jeong-Gil Choi & Jin-Won Mok & Jin-Soo Han, 2011. "The Use of Markov Chains to Estimate Destination Switching and Market Share," Tourism Economics, , vol. 17(6), pages 1181-1196, December.
    4. Masahiro Fukuhara & Yasufumi Saruwatari, 2007. "A Model Forecasting Risk for Emerging Market Currencies," Asia-Pacific Financial Markets, Springer;Japanese Association of Financial Economics and Engineering, vol. 14(4), pages 325-340, December.
    5. Peter J Buckley & L Jeremy Clegg & Adam R Cross & Xin Liu & Hinrich Voss & Ping Zheng, 2007. "The determinants of Chinese outward foreign direct investment," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 38(4), pages 499-518, July.
    6. Alan M. Rugman & Alain Verbeke, 2005. "A Note on the Transnational Solution and the Transaction Cost Theory of Multinational Strategic Management," Chapters, in: Analysis of Multinational Strategic Management, chapter 2, pages 16-26, Edward Elgar Publishing.
    7. Piyush Tiwari & Hidekazu Itoh & Masayuki Doi, 2003. "Shippers' Port and Carrier Selection Behaviour in China: A Discrete Choice Analysis," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 5(1), pages 23-39, March.
    8. Wenyu Dou & Hairong Li & Nan Zhou & Chenting Su, 2010. "Exploring relationship satisfaction between global professional service firms and local clients in emerging markets," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 41(7), pages 1198-1217, September.
    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. Huo, Da & Zhang, Xiaotao & Meng, Shuang & Wu, Gang & Li, Junhang & Di, Ruoqi, 2022. "Green finance and energy efficiency: Dynamic study of the spatial externality of institutional support in a digital economy by using hidden Markov chain," Energy Economics, Elsevier, vol. 116(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. G. Tomas M. Hult & Forrest V. Morgeson III & Udit Sharma & Claes Fornell, 2022. "Customer satisfaction and international business: A multidisciplinary review and avenues for research," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 53(8), pages 1695-1733, October.
    2. Paul Caussat, 2021. "Competitive Advantages in a Hostile, Regulated Environment: Four Multinational Banks in India," Management International Review, Springer, vol. 61(6), pages 831-879, December.
    3. Tao Bai & Stephen Chen & Xiao He, 2019. "How Home-Country Political Connections Influence the Internationalization of Service Firms," Management International Review, Springer, vol. 59(4), pages 541-560, August.
    4. Fabienne Fortanier & Selwyn Moons, 2011. "Foreign Investors in The Netherlands: Heterogeneous Employment and Productivity Effects," De Economist, Springer, vol. 159(4), pages 511-531, December.
    5. Ajai S Gaur & Xufei Ma & Zhujun Ding, 2018. "Home country supportiveness/unfavorableness and outward foreign direct investment from China," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 49(3), pages 324-345, April.
    6. Wei, Ziyi & Nguyen, Quyen T.K., 2017. "Subsidiary strategy of emerging market multinationals: A home country institutional perspective," International Business Review, Elsevier, vol. 26(5), pages 1009-1021.
    7. Ziyi Wei & Quyen T. K. Nguyen, 2020. "Local responsiveness strategy of foreign subsidiaries of Chinese multinationals: The impacts of relational-assets, market-seeking FDI, and host country institutional environments," Asia Pacific Journal of Management, Springer, vol. 37(3), pages 661-692, September.
    8. Ludivine Chalençon, 2012. "Stratégies de localisation et Fusions-Acquisitions : une Etude Exploratoire," Post-Print halshs-00721248, HAL.
    9. Andrei Panibratov & Daria Klishevich, 2023. "Emerging market state-owned multinationals: a review and implications for the state capitalism debate," Asian Business & Management, Palgrave Macmillan, vol. 22(1), pages 84-117, February.
    10. Godinez, Jose R. & Liu, Ling, 2015. "Corruption distance and FDI flows into Latin America," International Business Review, Elsevier, vol. 24(1), pages 33-42.
    11. Thomas Hutzschenreuter & Tanja Matt, 2017. "MNE internationalization patterns, the roles of knowledge stocks, and the portfolio of MNE subsidiaries," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 48(9), pages 1131-1150, December.
    12. Sutherland, Dylan & Anderson, John & Hu, Zheyuan, 2020. "A comparative analysis of location and non-location-bounded strategic asset seeking in emerging and developed market MNEs: An application of new internalization theory," International Business Review, Elsevier, vol. 29(2).
    13. Buckley, Peter J., 2016. "Alan Rugman and internalisation theory," International Business Review, Elsevier, vol. 25(3), pages 753-757.
    14. Becker-Ritterspach, Florian A.A. & Lange, Knut S.G. & Allen, Matthew M.C., 2022. "Dominant modes of economic coordination and varieties of firm internationalization support," International Business Review, Elsevier, vol. 31(3).
    15. Akhtaruzzaman, Muhammad & Berg, Nathan & Lien, Donald, 2017. "Confucius Institutes and FDI flows from China to Africa," China Economic Review, Elsevier, vol. 44(C), pages 241-252.
    16. Alessia Amighini & Claudio Cozza & Roberta Rabellotti & Marco Sanfilippo, 2014. "Investigating Chinese Outward Foreign Direct Investments: How Can Firm-level Data Help?," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 22(6), pages 44-63, November.
    17. Yadong Luo & Huan Zhang & Juan Bu, 2019. "Developed country MNEs investing in developing economies: Progress and prospect," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 50(4), pages 633-667, June.
    18. Li, Linjie & Liu, Xiaming & Yuan, Dong & Yu, Miaojie, 2017. "Does outward FDI generate higher productivity for emerging economy MNEs? – Micro-level evidence from Chinese manufacturing firms," International Business Review, Elsevier, vol. 26(5), pages 839-854.
    19. Hu, Helen Wei & Cui, Lin, 2014. "Outward foreign direct investment of publicly listed firms from China: A corporate governance perspective," International Business Review, Elsevier, vol. 23(4), pages 750-760.
    20. James Agarwal & Wayne DeSarbo & Naresh K. Malhotra & Vithala Rao, 2015. "An Interdisciplinary Review of Research in Conjoint Analysis: Recent Developments and Directions for Future Research," Customer Needs and Solutions, Springer;Institute for Sustainable Innovation and Growth (iSIG), vol. 2(1), pages 19-40, March.

    More about this item

    Keywords

    market potential; emerging market; cluster analysis; Markov chain;
    All these keywords.

    JEL classification:

    • F23 - International Economics - - International Factor Movements and International Business - - - Multinational Firms; International Business
    • M31 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Marketing and Advertising - - - Marketing
    • F47 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Forecasting and Simulation: Models and Applications

    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:rjr:romjef:v::y:2013:i:4:p:218-231. 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: Corina Saman (email available below). General contact details of provider: https://edirc.repec.org/data/ipacaro.html .

    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.