IDEAS home Printed from https://ideas.repec.org/p/zbw/ifwedp/201420.html
   My bibliography  Save this paper

Comparative analysis of regional development: Exploratory space-time data analysis and open source implementation

Author

Listed:
  • Ye, Xinyue
  • Yue, Wenze

Abstract

This paper aims to make contributions to comparative analysis of regional economic dynamics in China and the US from the methodological perspective. More specifically, some recent advances in exploratory space-time data analysis (ESTDA) will be suggested and implemented to conduct this task in an open source environment. China and the US have been the subject of much discussion about the patterns and trends of regional development, because of their importance in the world economic system. Despite the rich and growing empirical literature on numerous case studies at both national and sub-national scales, comparative space time analysis between and within these two economic systems has just begun to catch attentions. Additionally, ESTDA and its open source implementation can facilitate comparative studies of regional development.

Suggested Citation

  • Ye, Xinyue & Yue, Wenze, 2014. "Comparative analysis of regional development: Exploratory space-time data analysis and open source implementation," Economics Discussion Papers 2014-20, Kiel Institute for the World Economy (IfW Kiel).
  • Handle: RePEc:zbw:ifwedp:201420
    as

    Download full text from publisher

    File URL: http://www.economics-ejournal.org/economics/discussionpapers/2014-20
    Download Restriction: no

    File URL: https://www.econstor.eu/bitstream/10419/96486/1/784950881.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. John M. Quigley, 2001. "The renaissance in regional research," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 35(2), pages 167-178.
    2. Anselin, Luc & Getis, Arthur, 1992. "Spatial Statistical Analysis and Geographic Information Systems," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 26(1), pages 19-33, April.
    3. Sergio Rey, 2009. "Show me the code: spatial analysis and open source," Journal of Geographical Systems, Springer, vol. 11(2), pages 191-207, June.
    4. Sergio J. Rey & Xinyue Ye, 2010. "Comparative Spatial Dynamics of Regional Systems," Advances in Spatial Science, in: Antonio Páez & Julie Gallo & Ron N. Buliung & Sandy Dall'erba (ed.), Progress in Spatial Analysis, pages 441-463, Springer.
    5. Fan, C Cindy & Casetti, Emilio, 1994. "The Spatial and Temporal Dynamics of U.S. Regional Income Inequality, 1950-1989," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 28(2), pages 177-196.
    6. Sergio J. Rey & Mark V. Janikas, 2004. "STARS: Space-Time Analysis of Regional Systems," Urban/Regional 0406001, University Library of Munich, Germany.
    7. Yehua Dennis Wei & Xinyue Ye, 2004. "Regional Inequality in China: A Case Study of Zhejiang Province," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 95(1), pages 44-60, February.
    8. Amnon Levy & Khorshed Chowdhury, 1995. "A Geographical Decomposition of Intercountry Income Inequality," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 37(4), pages 1-17, December.
    9. Sergio J. Rey & Mark V. Janikas, 2005. "Regional convergence, inequality, and space," Journal of Economic Geography, Oxford University Press, vol. 5(2), pages 155-176, April.
    10. Luc Anselin & Arthur Getis, 2010. "Spatial Statistical Analysis and Geographic Information Systems," Advances in Spatial Science, in: Luc Anselin & Sergio J. Rey (ed.), Perspectives on Spatial Data Analysis, chapter 0, pages 35-47, Springer.
    11. Luc Anselin, 2010. "Thirty years of spatial econometrics," Papers in Regional Science, Wiley Blackwell, vol. 89(1), pages 3-25, March.
    12. Antonio Páez & Julie Gallo & Ron N. Buliung & Sandy Dall'erba (ed.), 2010. "Progress in Spatial Analysis," Advances in Spatial Science, Springer, number 978-3-642-03326-1, Fall.
    13. Eckhardt Bode & Sergio J. Rey, 2006. "The spatial dimension of economic growth and convergence," Papers in Regional Science, Wiley Blackwell, vol. 85(2), pages 171-176, June.
    14. Yehua Dennis Wei, 2006. "Geographers and Globalization: The Future of Regional Geography," Environment and Planning A, , vol. 38(8), pages 1395-1400, August.
    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. Chenglin Qin & Xinyue Ye & Yingxia Liu, 2017. "Spatial Club Convergence of Regional Economic Growth in Inland China," Sustainability, MDPI, vol. 9(7), pages 1-14, July.

    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. Xinyue Ye & Sergio Rey, 2013. "A framework for exploratory space-time analysis of economic data," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 50(1), pages 315-339, February.
    2. repec:asg:wpaper:1047 is not listed on IDEAS
    3. Mark V. JANIKAS & Sergio J. REY, 2008. "On The Relationships Between Spatial Clustering, Inequality, And Economic Growth In The United States : 1969-2000," Region et Developpement, Region et Developpement, LEAD, Universite du Sud - Toulon Var, vol. 27, pages 13-34.
    4. Julie Le Gallo & Sandy Dall'erba, 2008. "Spatial and sectoral productivity convergence between European regions, 1975–2000," Papers in Regional Science, Wiley Blackwell, vol. 87(4), pages 505-525, November.
    5. Wenze Yue & Yuntang Zhang & Xinyue Ye & Yeqing Cheng & Mark R. Leipnik, 2014. "Dynamics of Multi-Scale Intra-Provincial Regional Inequality in Zhejiang, China," Sustainability, MDPI, vol. 6(9), pages 1-22, August.
    6. Burhan Can Karahasan, 2020. "Winners and losers of rapid growth in Turkey: Analysis of the spatial variability of convergence," Papers in Regional Science, Wiley Blackwell, vol. 99(3), pages 603-644, June.
    7. Rey, Sergio, 2015. "Bells in Space: The Spatial Dynamics of US Interpersonal and Interregional Income Inequality," MPRA Paper 69482, University Library of Munich, Germany.
    8. Gianfranco Piras & Mauricio Sarrias, 2023. "Heterogeneous spatial models in R: spatial regimes models," Journal of Spatial Econometrics, Springer, vol. 4(1), pages 1-32, December.
    9. Mark V. JANIKAS & Sergio J. REY, 2005. "Spatial Clustering, Inequality And Income Convergence," Region et Developpement, Region et Developpement, LEAD, Universite du Sud - Toulon Var, vol. 21, pages 45-64.
    10. repec:asg:wpaper:1008 is not listed on IDEAS
    11. Bivand, Roger & Piras, Gianfranco, 2015. "Comparing Implementations of Estimation Methods for Spatial Econometrics," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 63(i18).
    12. repec:rri:wpaper:201301 is not listed on IDEAS
    13. Joanna Gorna & Karolina Gorna & Elzbieta Szulc, 2013. "Analysis of ß-Convergence. From Traditional Cross-Section Model to Dynamic Panel Model," Dynamic Econometric Models, Uniwersytet Mikolaja Kopernika, vol. 13, pages 127-144.
    14. Guangdong Li & Chuanglin Fang, 2014. "Analyzing the multi-mechanism of regional inequality in China," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 52(1), pages 155-182, January.
    15. Roberto Ezcurra & Vicente Rios, 2015. "Volatility and Regional Growth in Europe: Does Space Matter?," Spatial Economic Analysis, Taylor & Francis Journals, vol. 10(3), pages 344-368, September.
    16. Xinyue Ye & Yuri Mansury, 2016. "Behavior-driven agent-based models of spatial systems," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 57(2), pages 271-274, November.
    17. Agovino, Massimiliano & Crociata, Alessandro & Sacco, Pier Luigi, 2019. "Proximity effects in obesity rates in the US: A Spatial Markov Chains approach," Social Science & Medicine, Elsevier, vol. 220(C), pages 301-311.
    18. Domenica Panzera & Paolo Postiglione, 2020. "Measuring the Spatial Dimension of Regional Inequality: An Approach Based on the Gini Correlation Measure," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 148(2), pages 379-394, April.
    19. Jie Gu & Suhong Zhou & Xinyue Ye, 2016. "Uneven Regional Development Under Balanced Development Strategies: Space-Time Paths of Regional Development in Guangdong, China," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 107(5), pages 596-610, December.
    20. repec:asg:wpaper:1007 is not listed on IDEAS
    21. Luc Anselin, 2012. "From SpaceStat to CyberGIS," International Regional Science Review, , vol. 35(2), pages 131-157, April.
    22. Burhan Can Karahasan & Mehmet Pinar, 2023. "Climate change and spatial agricultural development in Turkey," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1699-1720, August.
    23. Wan, Jun & Baylis, Kathy & Mulder, Peter, 2015. "Trade-facilitated technology spillovers in energy productivity convergence processes across EU countries," Energy Economics, Elsevier, vol. 48(C), pages 253-264.
    24. Xingjian Liu & James LeSage, 2010. "Arc_Mat: a Matlab-based spatial data analysis toolbox," Journal of Geographical Systems, Springer, vol. 12(1), pages 69-87, March.

    More about this item

    Keywords

    ETSDA; regional development; comparative analysis; open source; China; USA;
    All these keywords.

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • C88 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Other Computer Software

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:zbw:ifwedp:201420. 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: ZBW - Leibniz Information Centre for Economics (email available below). General contact details of provider: https://edirc.repec.org/data/iwkiede.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.