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Data Mining Emigration Decisions Among Romanian Teachers - Part 1: Theoretical And Methodological Aspects

Author

Listed:
  • Angel-Alex HÃISAN

    (Faculty of Economics and Business Administration, Babes-Bolyai University of Cluj-Napoca, Romania)

  • Vasile Paul BREªFELEAN

    (Faculty of Economics and Business Administration, Babes-Bolyai University of Cluj-Napoca, Romania)

Abstract

Family is considered to be the foundation of any society. In former communist countries from Eastern Europe there have been serious concerns that slowly deteriorate this status: emigration issues, increased divorce rate, declining marriages rate, increased mortality and low life expectation etc. All these outline some crucial threats for the survival of a nation. Since the research literature offers few surveys on the teachers’ life quality, we’ve conducted a study on teachers from Cluj-Napoca, the second largest city in Romania. We’ve collected various indicators, referring to life standards, job, income, emigration, opinions and discontent, general and particular aspects of life and career, in order to find out of sight connections using data mining techniques. The decision trees algorithms were used to establish raw connections between indicators and to formulate a comprehensive interpretation on the emigration’s influence factors. The results of this study will be presented in an upcoming article (Part 2).

Suggested Citation

  • Angel-Alex HÃISAN & Vasile Paul BREªFELEAN, 2014. "Data Mining Emigration Decisions Among Romanian Teachers - Part 1: Theoretical And Methodological Aspects," Journal of Social and Economic Statistics, Bucharest University of Economic Studies, vol. 3(1), pages 38-52, JULY.
    • Handle: RePEc:aes:jsesro:v:3:y:2014:i:1:p:38-52
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    References listed on IDEAS

    as
    1. Wilson, Chris M. & Oswald, Andrew J., 2005. "How Does Marriage Affect Physical and Psychological Health? A Survey of the Longitudinal Evidence," Economic Research Papers 269622, University of Warwick - Department of Economics.
    2. Botezat, Alina & Pfeiffer, Friedhelm, 2014. "The impact of parents migration on the well-being of children left behind: Initial evidence from Romania," ZEW Discussion Papers 14-029, ZEW - Leibniz Centre for European Economic Research.
    3. Amelie F. Constant & Klaus F. Zimmermann (ed.), 2013. "International Handbook on the Economics of Migration," Books, Edward Elgar Publishing, number 4026.
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    More about this item

    Keywords

    teachers; emigration; income; data mining; decision trees;
    All these keywords.

    JEL classification:

    • F22 - International Economics - - International Factor Movements and International Business - - - International Migration
    • I31 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - General Welfare, Well-Being
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration

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