“…Following this, to include extreme values and also remove skewness in the residuals, the average unit costs were log transformed. Based on previous literature (Meyer-Rath and Over 2012; Siapka et al, 2013;Dandona et al, 2005;Chandrashekar et al, 2010;Guinness et al, 2005;Guinness et al, 2007;Kumaranayake and Watts, 2000;Marseille et al, 2007a;Menzies et al, 2012;Rosen et al, 2008), several potential categories of determinants of average cost were explored. The justification of covariates in each of these six categories is detailed in Table II. Regarding the functional form, we tested a logarithmic form versus a quadratic functional form.…”