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Study

Insignificant Variables

By Andrew J. Coulson, published on May 22, 2007

A number of other plausible potential control variables were considered, but were found to contribute little or nothing to the predictive power of the model and hence were omitted. These insignificant variables included total state categorical funding per pupil, an index of parental level of education, district urbanicity, percent of poverty in the district and percent of families without two parents in the home.

SKU: S2007-06
Consolidation Study cover

School District Consolidation, Size and Spending: an Evaluation

  • Executive Summary
  • Introduction
  • District Consolidation: A Brief History and Research Review
  • Empirical Data and Strategy
    • District Size and Per-Pupil Spending
    • Fixed (Categorical) Federal Spending
    • Fixed (Categorical) State Spending
    • Percentage of Special Education Students
    • Racial Composition
    • Potential Effects of Varying Public Demand for Education
    • Public School Enrollment as a Share of Population
    • District Officials’ Potential Spending Incentives
    • District Labor Costs
    • Period Effects
    • Need We Control for Student Achievement?
    • Insignificant Variables
  • The Model
  • Empirical Results and Analysis
  • Conclusion
  • Appendix A: Detailed Regression Results
  • Appendix B: Postestimation Diagnostics
  • Appendix C: Michigan School District Head Counts
  • Endnotes

More by Andrew J. Coulson

How Michigan Could Save $3.5 Billion a Year
What Really Determines School District Spending?

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