Statistical assessment of peer opinions in higher education rankings The case of US engineering graduate programs
- 1 July 2019
- journal article
- research article
- Published by Emerald in Journal of Applied Research in Higher Education
- Vol. 11 (3), 481-492
- https://doi.org/10.1108/JARHE-09-2018-0196
Abstract
Purpose Unlike many other quantitative characteristics used to determine higher education rankings, opinion-based peer assessment scores and the factors that may influence them are not well understood. Using peer scores of US colleges of engineering as reported annually in US News and World Report (USNews) rankings, the purpose of this paper is to provide some insights into peer assessments by statistically identifying factors that influence them. Design/methodology/approach With highly detailed data, a random parameters linear regression is estimated to statistically identify the factors determining a college of engineering's average USNews peer assessment score. Findings The findings show that a wide variety of college- and university-specific attributes influence average peer impressions of a university's college of engineering including the size of the faculty, the quality of admitted students and the quality of the faculty measured by their citation data and other factors. Originality/value The paper demonstrates that average peer assessment scores can be readily and accurately predicted with observable data on the college of engineering and the university as a whole. In addition, the individual parameter estimates from the statistical modeling in this paper provide insights as to how specific college and university attributes can help guide policies to improve an individual college's average peer assessment scores and its overall ranking.This publication has 25 references indexed in Scilit:
- Ranking and the multiplication of reputation: reflections from the frontier of globalizing higher educationHigher Education, 2015
- Technical pitfalls in university rankingsHigher Education, 2014
- Modeling Change and Variation in U.S. News & World Report College Rankings: What would it really take to be in the Top 20?Research in Higher Education, 2014
- Getting on the Front Page: Organizational Reputation, Status Signals, and the Impact of U.S. News and World Report on Student DecisionsResearch in Higher Education, 2009
- A note on modeling vehicle accident frequencies with random-parameters count modelsAccident Analysis & Prevention, 2009
- The University Rankings GameThe American Statistician, 2008
- Tobit analysis of vehicle accident rates on interstate highwaysAccident Analysis & Prevention, 2008
- Academic quality, league tables, and public policy: A cross-national analysis of university ranking systemsHigher Education, 2005
- Simulation estimation of mixed discrete choice models using randomized and scrambled Halton sequencesTransportation Research Part B: Methodological, 2003
- News or Noise?Research in Higher Education, 2001