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- W88582000 abstract "The UK Employment Retention and Advancement (ERA) programme has been evaluated by a largescalerandomised experiment. It has however emerged that due to the experimental set-up over onequarter of the eligible population was not represented in the experiment: some eligibles activelyrefused to be randomly assigned, while some were somehow not even offered the possibility toparticipate in random assignment and hence in ERA. The fact that ERA was a study and involvedrandom assignment has significantly altered how the intake as a whole was handled, as well as thePage 114nature of the adviser/individual interaction in a way that would not have been the case had ERA beennormal policy. The pool of participants has been both reduced and altered, which is likely to have led tosome randomisation bias or, alternatively, to some loss in external validity in the experimentalestimate for the effect on the eligible population. The beauty of the ERA set-up and data is that it offersthe rare chance to formally measure the extent of randomisation bias or the loss in external validity.Specifically, the key objective of the paper is to quantify the impact that the full ERA eligible populationwould have been likely to experience had they been offered the chance to participate in ERA, and toassess how this impact for the full eligible group relates to the experimental impact estimated on thepotentially self-selected and advisor-selected subgroup of study participants. We separately consider how to deal with non-participation when follow-up information on the outcomes of the nonparticipants is available (administrative data) or not available (survey data such as earnings). Nonresponse to the survey and/or to the earnings question among survey respondents can create additional issues when trying to recover the earnings effect of ERA for the full eligible population." @default.
- W88582000 created "2016-06-24" @default.
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- W88582000 date "2012-09-20" @default.
- W88582000 modified "2023-09-24" @default.
- W88582000 title "Dealing with randomisation bias in a social experiment:The case of ERA (EALE presentation)" @default.
- W88582000 hasPublicationYear "2012" @default.
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