Australian Bureau of Statistics
13220.127.116.11 - Research Paper: Propensity Score Matching: An Application using the ABS Business Characteristics Survey (Methodology Advisory Committee), Nov 2012
Latest ISSUE Released at 11:30 AM (CANBERRA TIME) 26/02/2013 First Issue
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This study applies the propensity score matching (PSM), as suggested in Rosenbaum and Rubin (1983), in the context of causal modelling using the ABS Business Characteristics Survey (BCS). In particular, the study uses the PSM to match the firms which received government assistance to those which did not receive government assistance. In studying the effects of government assistance, such matching is important in order to account for the systematic differences between the treated (assisted) and control (non-assisted) firms. If not accounted for, there will be uncertainty about whether the difference in the outcome of interest between the two groups is caused by the effect of the treatment (government assistance) or because of the pre-treatment differences between the two groups. One could not simply assume that the government assistance is the only factor that differentiates the outcomes of the businesses.
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This page last updated 26 February 2013