Shapley Values for Assessing Research Production and Impact of Schools and Scholars
Performance measures of individual scholars tend to ignore the context. I introduce contextualised metrics: cardinal and ordinal pseudo-Shapley values that measure a scholar's contribution to (perhaps power over) her own school and her market value to other schools should she change job. I illustrate the proposed measures with business scholars and business schools in Ireland. Although conceptually superior, the power indicators imply a ranking of scholars within a school that is identical to the corresponding conventional performance measures. The market value indicators imply an identical ranking within schools and a very similar ranking between schools. The ordinal indices further contextualise performance measures and thus deviate further from the corresponding conventional indicators. As the ordinal measures are discontinuous by construction, a natural classification of scholars emerges. Averaged over schools, the market values offer little extra information over the corresponding production and impact measures. The ordinal power measure indicates the robustness or fragility of an institution's place in the rank order. It is only weakly correlated with the concentration of publications and citations.
|Date of creation:||Jan 2011|
|Date of revision:|
|Contact details of provider:|| Postal: Whitaker Square, Sir John Rogerson's Quay, Dublin 2|
Phone: (353-1) 863 2000
Fax: (353-1) 863 2100
Web page: http://www.esri.ie
More information through EDIRC
References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Frances Ruane & Xiaoheng Zhang, 2007. "Location Choices of the Pharmaceutical Industry in Europe after 1992," The Institute for International Integration Studies Discussion Paper Series iiisdp220, IIIS.
- Seán Lyons & Karen Mayor & Richard S.J. Tol, 2008. "Environmental Accounts for the Republic of Ireland: 1990-2005," Papers WP223, Economic and Social Research Institute (ESRI).
When requesting a correction, please mention this item's handle: RePEc:esr:wpaper:wp370. See general information about how to correct material in RePEc.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Sarah Burns)
If references are entirely missing, you can add them using this form.