IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0212316.html
   My bibliography  Save this article

GIS for empirical research design: An illustration with georeferenced point data

Author

Listed:
  • Katsuo Kogure
  • Yoshito Takasaki

Abstract

This paper demonstrates how Geographic Information Systems (GIS) can be utilized to study the effects of spatial phenomena. Since experimental designs such as Randomized Controlled Trials are generally not feasible for spatial problems, researchers need to rely on quasi-experimental approaches using observational data. We provide a regression-based framework of the key procedures for GIS-based empirical research design using georeferenced point data for both spatial events of interest and subjects exposed to the events. We illustrate its utility and implementation through a case study on the impacts of the Cambodian genocide under the Pol Pot regime on post-conflict education.

Suggested Citation

  • Katsuo Kogure & Yoshito Takasaki, 2019. "GIS for empirical research design: An illustration with georeferenced point data," PLOS ONE, Public Library of Science, vol. 14(3), pages 1-16, March.
    • Handle: RePEc:plo:pone00:0212316
    DOI: 10.1371/journal.pone.0212316
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0212316
    Download Restriction: no
    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0212316&type=printable
    Download Restriction: no
    File URL: https://libkey.io/10.1371/journal.pone.0212316?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. Joseph G. Altonji & Todd E. Elder & Christopher R. Taber, 2005. "Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 151-184, February.
    2. John Gibson & David McKenzie, 2007. "Using Global Positioning Systems in Household Surveys for Better Economics and Better Policy," The World Bank Research Observer, World Bank, vol. 22(2), pages 217-241, September.
    3. Stephen Gibbons & Henry G. Overman, 2012. "Mostly Pointless Spatial Econometrics?," Journal of Regional Science, Wiley Blackwell, vol. 52(2), pages 172-191, May.
    4. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    5. Rosenbaum, Paul R., 2010. "Design Sensitivity and Efficiency in Observational Studies," Journal of the American Statistical Association, American Statistical Association, vol. 105(490), pages 692-702.
    6. John Gibson & David McKenzie, 2007. "Using Global Positioning Systems in Household Surveys for Better Economics and Better Policy," The World Bank Research Observer, World Bank, vol. 22(2), pages 217-241, September.
    7. Callen, Mike & Isaqzadeh, Mohammad & Long, James D. & Sprenger, Charles, 2014. "Violence and risk preference: experimental evidence from Afghanistan," LSE Research Online Documents on Economics 102932, London School of Economics and Political Science, LSE Library.
    8. Michael Callen & Mohammad Isaqzadeh & James D. Long & Charles Sprenger, 2014. "Violence and Risk Preference: Experimental Evidence from Afghanistan," American Economic Review, American Economic Association, vol. 104(1), pages 123-148, January.
    9. Mazumdar, Dipak, 1987. "Rural-urban migration in developing countries," Handbook of Regional and Urban Economics, in: E. S. Mills (ed.), Handbook of Regional and Urban Economics, edition 1, volume 2, chapter 28, pages 1097-1128, Elsevier.
    10. Blattman, Christopher, 2009. "From Violence to Voting: War and Political Participation in Uganda," American Political Science Review, Cambridge University Press, vol. 103(2), pages 231-247, May.
    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. Takasaki, Yoshito, 2020. "Impacts of disability on poverty: Quasi-experimental evidence from landmine amputees in Cambodia," Journal of Economic Behavior & Organization, Elsevier, vol. 180(C), pages 85-107.
    2. Mateusz Ciski & Krzysztof Rząsa & Marek Ogryzek, 2019. "Use of GIS Tools in Sustainable Heritage Management—The Importance of Data Generalization in Spatial Modeling," Sustainability, MDPI, vol. 11(20), pages 1-21, October.

    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. Alloush, Mo & Bloem, Jeffrey R., 2022. "Neighborhood violence, poverty, and psychological well-being," Journal of Development Economics, Elsevier, vol. 154(C).
    2. Alexander De Juan & Jan Henryk Pierskalla, 2016. "Civil war violence and political trust: Microlevel evidence from Nepal," Conflict Management and Peace Science, Peace Science Society (International), vol. 33(1), pages 67-88, February.
    3. KOGURE, Katsuo & 小暮, 克夫 & TAKASAKI, Yoshito, 2016. "Conflict, Institutions, and Economic Behavior : Legacies of the Cambodian Genocide," Discussion paper series HIAS-E-39, Hitotsubashi Institute for Advanced Study, Hitotsubashi University.
    4. Gopalan, Radhakrishnan & Gormley, Todd A. & Kalda, Ankit, 2021. "It’s not so bad: Director bankruptcy experience and corporate risk-taking," Journal of Financial Economics, Elsevier, vol. 142(1), pages 261-292.
    5. repec:hic:wpaper:204 is not listed on IDEAS
    6. Moya, Andrés, 2018. "Violence, psychological trauma, and risk attitudes: Evidence from victims of violence in Colombia," Journal of Development Economics, Elsevier, vol. 131(C), pages 15-27.
    7. Gustav Agneman, 2022. "Conflict Victimization and Civilian Obedience: Evidence from Colombia," HiCN Working Papers 379, Households in Conflict Network.
    8. Muhammad Nasir & Marc Rockmore & Chih Ming Tan, 2015. "It's No Spring Break in Cancun: The Effects of Exposure to Violence on Risk Preferences, Pro-Social Behavior, and Mental Health," Working Paper series 15-40, Rimini Centre for Economic Analysis.
    9. Henry G. Overman, 2010. "“Gis A Job”: What Use Geographical Information Systems In Spatial Economics?," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 165-180, February.
    10. María Angelica Bautista & Felipe González & Luis R. Martínez & Pablo Muñoz & Mounu Prem, 2018. "The Geography of Repression and Support for Democracy: Evidence from the Pinochet Dictatorship," Working papers 5, Red Investigadores de Economía.
    11. Ferreira, Maria & de Grip, Andries & van der Velden, Rolf, 2018. "Does informal learning at work differ between temporary and permanent workers? Evidence from 20 OECD countries," Labour Economics, Elsevier, vol. 55(C), pages 18-40.
    12. Pamela Jakiela & Owen Ozier, 2019. "The Impact of Violence on Individual Risk Preferences: Evidence from a Natural Experiment," The Review of Economics and Statistics, MIT Press, vol. 101(3), pages 547-559, July.
    13. Alvaro Morales & Prakarsh Singh, 2016. "“Face the bullet, spare the rod?” Evidence from the aftermath of the Shining Path Insurgency," HiCN Working Papers 191 updated, Households in Conflict Network.
    14. Magontier, Pierre, 2020. "Does media coverage affect governments' preparation for natural disasters?," MPRA Paper 101291, University Library of Munich, Germany.
    15. Booth, Alison & Meng, Xin & Fan, Elliott & Zhang, Dandan, 2022. "The direct and intergenerational behavioural consequences of a socio-political upheaval," Journal of Economic Behavior & Organization, Elsevier, vol. 200(C), pages 931-958.
    16. Guoli Chen & Craig Crossland & Sterling Huang, 2020. "That Could Have Been Me: Director Deaths, CEO Mortality Salience, and Corporate Prosocial Behavior," Management Science, INFORMS, vol. 66(7), pages 3142-3161, July.
    17. Gangadharan, Lata & Islam, Asad & Ouch, Chandarany & Wang, Liang Choon, 2022. "The long-term effects of genocide on antisocial preferences," World Development, Elsevier, vol. 160(C).
    18. Cavatorta, Elisa & Groom, Ben, 2020. "Does deterrence change preferences? Evidence from a natural experiment," European Economic Review, Elsevier, vol. 127(C).
    19. Elisa Mougin, 2021. "Three essays in the political economy of information [Trois essais en économie politique de l’information]," SciencePo Working papers Main tel-03537938, HAL.
    20. Kogure, Katsuo & Takasaki, Yoshito, 2015. "Conflict, Institutions, and Economic Behavior: Legacies of the Cambodian Genocide," CEI Working Paper Series 2014-13, Center for Economic Institutions, Institute of Economic Research, Hitotsubashi University.
    21. Anke Becker & Benjamin Enke & Armin Falk, 2020. "Ancient Origins of the Global Variation in Economic Preferences," AEA Papers and Proceedings, American Economic Association, vol. 110, pages 319-323, May.

    More about this item

    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:plo:pone00:0212316. 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: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    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.