Model mis-specification in assessing the impact of financial aid on academic outcomes

Sigal Alon*

*Corresponding author for this work

Research output: Contribution to journalReview articlepeer-review

39 Scopus citations

Abstract

The focus of the paper is the development of a novel conceptual framework that aims to remedy a critical mis-specification in prior research on the impact of financial aid on academic outcomes: the blending of the effect of aid eligibility with the influence of aid amounts on academic outcomes. To assess the impact of aid amounts received on college graduation while considering aid receipt status as an endogenous variable, I use the procedure of Instrumental Variable Probit. Empirical illustration of this model confirms that the interrelationships between aid eligibility and graduation mask the positive impact of financial aid on graduation.

Original languageEnglish
Pages (from-to)109-125
Number of pages17
JournalResearch in Higher Education
Volume46
Issue number1
DOIs
StatePublished - Feb 2005

Funding

FundersFunder number
Office of Population Research
Andrew W. Mellon Foundation
Princeton University

    Keywords

    • College graduation
    • Endogenous variable
    • Financial aid
    • Instrumental variable probit

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