4. Quantitative results
Having identified three areas of conditionality linked to reductions in government health expenditure, we turn to evaluating this relationship using quantitative methods. Table 2 presents the results of the cross-national statistical model of the association of IMF conditionality and programme participation with government health spending, adjusted for potential confounding economic and demographic factors. Since the dependent variable has been log-transformed, effects of predictors are interpreted as percent changes in government health spending equivalent to the coefficient multiplied by 100 (except where a predictor is also log-transformed in which case the multiplication is not required). In Model 1, we exclude the IMF conditionality variable but include the IMF programme dummy variable, which yields a positive but statistically non-significant association with government health spending. This indicates that the combined effect of the IMF’s credit, technical assistance, aid catalysis, and conditionality on government health spending is no different from zero.