Abstract
Background: Lexical access problems of inflected verbs are common
in aphasia. Previous research addressed these problems either in
purely linguistic terms (e.g., verb movement) or in terms of lexical
characteristics (e.g., frequency). We propose a new measure of verb
complexity, which combines linguistic and lexical characteristics and
is formulated in terms of Shannon’s information theory.
Aims: We aim to explore the complexity of individual verbs and
verb paradigms and its effect on lexical access, both in unimpaired
people and people with aphasia (PWA). We apply information
theory to investigate the impact of verb complexity on reaction
time (RT) for lexical decision.
Methods & Procedures: 20 non-fluent aphasic subjects and 11 agematched
and education-matched peers performed an auditory lexical
decision task containing 286 real and 286 phonotactically legal
non-word past tense forms (regulars and irregulars). RTs and error
rates were measured. Two information-theoretic measures were calculated:
inflectional entropy (reflecting probabilistic variability of
forms within a given verbal family) and information load (I) (reflecting
complexity of an individual verb form). The effect for these and other
more traditional measures on RT were measured.
Outcomes & Results: Linear mixed model analyses to the data for
each group with participant and verb as crossed random effects
were performed. Results show that for all groups inflectional
entropy had a facilitatory effect on RT. There was a group effect
for inflectional entropy indicating that for the patients with aphasia
the effect of inflectional entropy was less pronounced. At the
same time, I did correlate with latencies for healthy adults but not
for individuals with aphasia.
Conclusions: Our results demonstrate that the decrease in lexical
processing capacity characteristic for PWA has a measurable effect
that can be calculated using information theoretical means.
According to our model, these individuals have particular difficulties
with processing lexical items of higher complexity, as measured
by individual I, and benefit less from the support normally
provided (in comprehension) by other members of the corresponding
lexical network. Finally, the proposed information-theoretic
complexity measures, which encompass both frequency
effects and linguistic parameters, provide a superior measure of
lexical access, and have a better explanatory power for the analyses
of access problems found in non-fluent aphasia, compared to
analyses based on frequency only.
Original language | English |
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Pages (from-to) | 1264-1282 |
Journal | Aphasiology |
Volume | 30 |
Issue number | 11 |
DOIs | |
Publication status | Published - 1 Nov 2016 |
Keywords
- Aphasia
- information theory
- lexical access
- inflectional entropy