IDEAS home Printed from https://ideas.repec.org/p/zbw/zewdip/3177.html
   My bibliography  Save this paper

Map Intersection Based Merging Schemes for Administrative Data Sources and an Application to Germany

Author

Listed:
  • Arntz, Melanie
  • Wilke, Ralf A.

Abstract

In many situations the applied researcher wants to combine different data sources without knowing the exact link and merging rule. This paper introduces a theoretical framework how two different regional administrative data sources can be merged. It presents different merging schemes based on the area size of intersections between both regional entities. Estimates of intersection areas are derived from a digital map intersection. The theoretical framework derives conditions for the unbiasedness of estimated intersections and merging rules. The paper also presents conditions under which the choice of merging rule does not matter and illustrates the theoretical results with a simulation study. An application to German counties and federal employment office districts illustrates the applicability of the approach. It delivers merging schemes for regional data sources of the federal German statistical office and of the federal German employment office.

Suggested Citation

  • Arntz, Melanie & Wilke, Ralf A., 2005. "Map Intersection Based Merging Schemes for Administrative Data Sources and an Application to Germany," ZEW Discussion Papers 05-20, ZEW - Leibniz Centre for European Economic Research.
    • Handle: RePEc:zbw:zewdip:3177
    as

    Download full text from publisher

    File URL: https://www.econstor.eu/bitstream/10419/24113/1/dp0520.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Ridder, Geert & Tunali, Insan, 1999. "Stratified partial likelihood estimation," Journal of Econometrics, Elsevier, vol. 92(2), pages 193-232, October.
    2. Fitzenberger Bernd & Wilke Ralf A., 2010. "Unemployment Durations in West Germany Before and After the Reform of the Unemployment Compensation System during the 1980s," German Economic Review, De Gruyter, vol. 11(3), pages 336-366, 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. Arntz, Melanie, 2005. "The Geographical Mobility of Unemployed Workers: Evidence from West Germany," ZEW Discussion Papers 05-34, ZEW - Leibniz Centre for European Economic Research.

    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. Ronald Bachmann & Sebastian Braun, 2008. "The Impact of International Outsourcing on Labour Market Dynamics in Germany," Ruhr Economic Papers 0053, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.
    2. Melanie Arntz & Ralf Wilke, 2009. "Unemployment Duration in Germany: Individual and Regional Determinants of Local Job Finding, Migration and Subsidized Employment," Regional Studies, Taylor & Francis Journals, vol. 43(1), pages 43-61.
    3. repec:zbw:rwirep:0053 is not listed on IDEAS
    4. Bernhard Boockmann & Susanne Steffes, 2010. "Workers, Firms, or Institutions: What Determines Job Duration for Male Employees in Germany?," ILR Review, Cornell University, ILR School, vol. 64(1), pages 109-127, October.
    5. repec:zbw:rwirep:0005 is not listed on IDEAS
    6. Melanie Arntz & Simon Lo & Ralf Wilke, 2014. "Bounds analysis of competing risks: a non-parametric evaluation of the effect of unemployment benefits on migration," Empirical Economics, Springer, vol. 46(1), pages 199-228, February.
    7. Bruder, Jana & Frosch, Katharina, 2006. "Foreign nationality and age: A double drawback for reemployment in Germany?," Thuenen-Series of Applied Economic Theory 63, University of Rostock, Institute of Economics.
    8. Fougère, D. & Golfier, C. & Horny, G. & Kremp, E., 2013. "What has been the impact of the 2008 crisis on firms’ default? (in French)," Working papers 463, Banque de France.
    9. Gobillon, Laurent & Magnac, Thierry & Selod, Harris, 2012. "Do unemployed workers benefit from enterprise zones? The French experience," Journal of Public Economics, Elsevier, vol. 96(9-10), pages 881-892.
    10. Tatiana Kiseleva & Ali Palali & Bas Straathof, 2016. "Do national borders slow down knowledge diffusion within new technological fields? The case of big data in Europe," CPB Discussion Paper 330, CPB Netherlands Bureau for Economic Policy Analysis.
    11. Petter Lundborg & Carl Hampus Lyttkens & Paul Nystedt, 2016. "The Effect of Schooling on Mortality: New Evidence From 50,000 Swedish Twins," Demography, Springer;Population Association of America (PAA), vol. 53(4), pages 1135-1168, August.
    12. Carine Milcent, 2021. "Competition in French hospital: Does it impact the patient management in healthcare?," Working Papers halshs-03152752, HAL.
    13. Boockmann, Bernhard & Fries, Jan & Göbel, Christian, 2018. "Specific measures for older employees and late career employment," The Journal of the Economics of Ageing, Elsevier, vol. 12(C), pages 159-174.
    14. Kohlbrecher, Britta & Merkl, Christian & Nordmeier, Daniela, 2016. "Revisiting the matching function," Journal of Economic Dynamics and Control, Elsevier, vol. 69(C), pages 350-374.
    15. Eric A. Hanushek & Guido Schwerdt & Ludger Woessmann & Lei Zhang, 2017. "General Education, Vocational Education, and Labor-Market Outcomes over the Lifecycle," Journal of Human Resources, University of Wisconsin Press, vol. 52(1), pages 48-87.
    16. Gerard J. van den Berg & Bettina Drepper, 2016. "Inference for Shared-Frailty Survival Models with Left-Truncated Data," Econometric Reviews, Taylor & Francis Journals, vol. 35(6), pages 1075-1098, June.
    17. Boockmann, Bernhard & Steffes, Susanne, 2005. "Individual and Plant-level Determinants of Job Durations in Germany," ZEW Discussion Papers 05-89, ZEW - Leibniz Centre for European Economic Research.
    18. Liepmann, Hannah, 2018. "The impact of a negative labor demand shock on fertility – Evidence from the fall of the Berlin Wall," Labour Economics, Elsevier, vol. 54(C), pages 210-224.
    19. Guillaume Horny & Dragana Djurdjevic & Bernhard Boockmann & François Laisney, 2008. "Bayesian Estimation of Cox Models with Non-nested Random Effects: an Application to the Ratification Of ILO Conventions by Developing Countries," Annals of Economics and Statistics, GENES, issue 89, pages 193-214.
    20. John M. Fitzgerald & David Ribar, 2001. "The Impact of Welfare Waivers on Female Headship Decisions," JCPR Working Papers 247, Northwestern University/University of Chicago Joint Center for Poverty Research.
    21. Gobillon, Laurent & Milcent, Carine, 2017. "Competition and Hospital Quality: Evidence from a French Natural Experiment," IZA Discussion Papers 10476, Institute of Labor Economics (IZA).
    22. Stefano Della & Jörg Heining & Johannes F Schmieder & Simon Trenkle, 2023. "Evidence on Job Search Models from a Survey of Unemployed Workers in Germany," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 137(2), pages 1181-1232.

    More about this item

    Keywords

    map intersection; administrative data; merging schemes; estimation;
    All these keywords.

    JEL classification:

    • C89 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Other
    • C49 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Other
    • R10 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - General

    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:zewdip:3177. 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/zemande.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.