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On the use of register data in educational science research

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  • Mellander, Erik

    (IFAU - Institute for Evaluation of Labour Market and Education Policy)

Abstract

Register data are described, in general terms and in specific terms, focusing on informational content from an educational science perspective. Arguments are provided for why educational scientists can benefit from register data. It is concluded that register data contain lots of information relevant for educational science. Furthermore, two specific features of register data are considered: their panel data nature, implying that register data analyses under certain conditions can account for aspects on which the registers are not informative, and that they contain intergenerational links, facilitating the separation of genetic and environmental influences on learning. It is observed that while register data do not contain direct links between students and teachers this shortcoming can be overcome by merging register data with survey data on these links. Being population data, register data enable analyses which are not feasible to conduct by means of survey data. An illustration is provided of how quantitative and qualitative researchers can benefit from combining register-based statistical analyses with in-depth case studies. The use of register data in evaluations of causal effects of educational interventions is also described. To facilitate the exploitation of the aforementioned advantages, a discussion of how to get access to register data is included.

Suggested Citation

  • Mellander, Erik, 2016. "On the use of register data in educational science research," Working Paper Series 2016:22, IFAU - Institute for Evaluation of Labour Market and Education Policy.
  • Handle: RePEc:hhs:ifauwp:2016_022
    as

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    References listed on IDEAS

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    1. Öckert, Björn, 2010. "What's the value of an acceptance letter? Using admissions data to estimate the return to college," Economics of Education Review, Elsevier, vol. 29(4), pages 504-516, August.
    2. Aakvik, Arild & Salvanes, Kjell G. & Vaage, Kjell, 2010. "Measuring heterogeneity in the returns to education using an education reform," European Economic Review, Elsevier, vol. 54(4), pages 483-500, May.
    3. Peter Fredriksson & Björn Öckert, 2014. "Life‐cycle Effects of Age at School Start," Economic Journal, Royal Economic Society, vol. 124(579), pages 977-1004, September.
    4. Sandra E. Black & Paul J. Devereux & Kjell G. Salvanes, 2011. "Too Young to Leave the Nest? The Effects of School Starting Age," The Review of Economics and Statistics, MIT Press, vol. 93(2), pages 455-467, May.
    5. Caroline Hall, 2012. "The Effects of Reducing Tracking in Upper Secondary School: Evidence from a Large-Scale Pilot Scheme," Journal of Human Resources, University of Wisconsin Press, vol. 47(1), pages 237-269.
    6. Claire Crawford & Lorraine Dearden & Costas Meghir, 2010. "When you are born matters: the impact of date of birth on educational outcomes in England," IFS Working Papers W10/06, Institute for Fiscal Studies.
    7. Costas Meghir & Mårten Palme, 2005. "Educational Reform, Ability, and Family Background," American Economic Review, American Economic Association, vol. 95(1), pages 414-424, March.
    8. Gunnar Isacsson, 2004. "Estimating the economic return to educational levels using data on twins," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 19(1), pages 99-119.
    9. Pekkarinen, Tuomas & Uusitalo, Roope & Kerr, Sari, 2009. "School tracking and intergenerational income mobility: Evidence from the Finnish comprehensive school reform," Journal of Public Economics, Elsevier, vol. 93(7-8), pages 965-973, August.
    10. Isacsson, Gunnar, 1999. "Estimates of the return to schooling in Sweden from a large sample of twins," Labour Economics, Elsevier, vol. 6(4), pages 471-489, November.
    11. Fredriksson, Peter & Öckert, Björn, 2005. "Is Early Learning Really More Productive? The Effect of School Starting Age on School and Labor Market Performance," IZA Discussion Papers 1659, Institute of Labor Economics (IZA).
    12. Berlin, Marie & Vinnerljung, Bo & Hjern, Anders, 2011. "School performance in primary school and psychosocial problems in young adulthood among care leavers from long term foster care," Children and Youth Services Review, Elsevier, vol. 33(12), pages 2489-2497.
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    More about this item

    Keywords

    register data; Nordic; panel data; intergenerational links; ethical review; combining quantitative and qualitative methods; causal effect valuations;
    All these keywords.

    JEL classification:

    • C81 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Methodology for Collecting, Estimating, and Organizing Microeconomic Data; Data Access
    • H43 - Public Economics - - Publicly Provided Goods - - - Project Evaluation; Social Discount Rate
    • H52 - Public Economics - - National Government Expenditures and Related Policies - - - Government Expenditures and Education
    • I20 - Health, Education, and Welfare - - Education - - - General
    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education

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