“…For instance, Saisana et al (2011) use three alternative weighting (i.e., factor analysis derived weights, equal weighting and "university-specific weighting" that maximizes that university's performance relative to all other universities).4 The most popular use of the pair-wise SD analysis in the literature is to determine which population is better in terms of a given well-being dimension compared to the other (see e.g.,Atkinson, 1970; Shorrocks, 1983;Kakwani, 1984;Atkinson, 1987;Foster and Shorrocks, 1988;Ravallion, 1994;Davidson and Duclos, 2000;Barrett and Donald, 2003;, 2017 among many others). This SD comparisons has moved to a multivariate one by analyzing various welfare dimensions and portfolios (see e.g.,Post, 2003;Kuosmanen, 2004;Linton et al, 2005;Duclos et al, 2006;Agliardi et al, 2012;Pinar et al, 2013;Delgado and Escanciano, 2013;Agliardi et al, 2014;Gonzalo and Olmo, 2014;Linton et al, 2014; Yalonetzky, 2014;Agliardi et al, 2015;Pinar, 2015;Pinar et al, 2015;, 2017 among many others).5 For instance,Bazen and Moyes (2012), and Carayol and Lahatte (2014) use pair-wise SD tests to compare the distribution of publication performance of sta↵ members to rank these institutes. In their application, both the quality and quantity of publications are taken into account and all possible pairs of institutes are compared based on the publication performance.…”