State‐Trace Analysis: Dissociable Processes in a Connectionist Network?

Some argue the common practice of inferring multiple processes or systems from a dissociation is flawed (Dunn, 2003). One proposed solution is state‐trace analysis (Bamber, 1979), which involves plotting, across two or more conditions of interest, performance measured by either two dependent variables, or two conditions of the same dependent measure. The resulting analysis is considered to provide evidence that either (a) a single process underlies performance (one function is produced) or (b) there is evidence for more than one process (more than one function is produced). This article reports simulations using the simple recurrent network (SRN; Elman, 1990) in which changes to the learning rate produced state‐trace plots with multiple functions. We also report simulations using a single‐layer error‐correcting network that generate plots with a single function. We argue that the presence of different functions on a state‐trace plot does not necessarily support a dual‐system account, at least as typically defined (e.g. two separate autonomous systems competing to control responding); it can also indicate variation in a single parameter within theories generally considered to be single‐system accounts.     

‘Would it not be better to get someone out workin?’: ‘Safe prejudice’ against Polish workers

One recurring criticism of immigrant groups is their alleged failure to be employed and contribute to the host society. Here we examine how speakers mobilise a criticism that has attracted less research attention: that through their economic activity immigrant groups usurp others’ employment entitlements. Discourse analysis of data from seven focus group discussions about pre-Brexit Polish immigration into the UK, involving 31 UK nationals, shows that participants accomplish exclusionary outcomes in two divergent ways. The first attributes qualities to Polish workers but also makes explicit the consequences of these attributions for UK nationals, rendering speakers’ investment in such claims visible. The second relies on the production of category pairs, within which claims can be made for the category that excludes Polish workers. This use of categories comprises ‘safe prejudice’, a form of prejudice not previously identified but which is less open to challenge than other forms of prejudiced talk.