The bilingual L2 advantage in recognition memory
Psychon Bull Rev
The bilingual L2 advantage in recognition memory
Wendy S. Francis
E. Natalia Strobach
To better understand the mechanisms by which bilingual proficiency impacts memory processes, two recognition memory experiments were conducted with matched monolingual and bilingual samples. In Experiment 1, monolingual speakers of English and Spanish studied high- and low-frequency words under full attention or cognitive load conditions. In Experiment 2, Spanish-English bilingual participants studied high- and low-frequency words under fullattention conditions in each language. For both monolinguals and bilinguals, low-frequency words were better recognized than high-frequency words. The central new findings were that bilingual recognition was more accurate in the less fluent language (L2) than in the more fluent language (L1) and that bilingual L2 recognition was more accurate than monolingual recognition. The bilingual L2 advantage parallels word frequency effects in recognition and is attributed to the greater episodic distinctiveness of L2 words, relative to L1 words.
Recognition memory; Bilingualism; Word frequency; Cognitive load
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Second, does recognition performance in bilinguals differ
from that of monolinguals?
Given previous recall results, it is tempting to assume that
bilingual memory performance will always suffer deficits in
the less fluent language (L2), relative to the more fluent
language (L1) and relative to monolingual performance.
However, predictions of bilingual performance depend on
the mechanisms by which language proficiency is thought to
affect memory encoding and retrieval. Two aspects of
bilingual language processing are of particular relevance to
memory. First, L2 processing makes greater demands on cognitive
resources than does L1 processing (Abu-Rabia, 2003;
Ransdell, Arecco, & Levy, 2001). This demand on cognitive
resources is related to the construct of cognitive load, which
has known effects on explicit memory performance. The
cognitive load imposed by performing a concurrent task at
study impairs both recall and recognition (e.g., Hicks &
Marsh, 2000; Naveh-Benjamin, Craik, Guez, & Dori, 1998).
The mechanism underlying this impairment is thought to
be a reduction in the use of elaborative processing
(Naveh-Benjamin, Craik, Perretta, & Tonev, 2000). Similarly,
the cognitive load associated with processing L2 words may
reduce the use of elaborative processing and thereby impair L2
recognition, relative to L1 recognition and monolingual
recognition.
The second relevant aspect of bilingual language
processing is that L2 words are more weakly associated than L1
words with the concepts that they represent in semantic
memory. This feature is incorporated in existing models of
bilingual lexical processing, including the revised hierarchical
model (Kroll & Stewart, 1994), the bilingual interactive
activation model (Dijkstra & Van Heuven, 2002), and the
inhibitory control model (Green, 1998). These associations also
appear to be weaker in bilingual L1 words than in
monolinguals, and a weaker-links hypothesis has been proposed as a
single mechanism for bilingual/monolingual differences,
bilingual proficiency effects, and word frequency effects
(Gollan, Montoya, Cera, & Sandoval, 2008). Word frequency
has opposite effects on recall and recognition. While
highfrequency words are better recalled, low-frequency words are
better recognized (Balota & Neely, 1980; Kinsbourne &
George, 1974; MacLeod & Kampe, 1996; Mandler,
Goodman, & Wilkes-Gibbs, 1982), exhibiting the mirror
effect, both higher hit rates and lower false alarm rates.
According to the source-of-activation-confusion theory
(Buchler & Reder, 2007; Diana & Reder, 2006), the mirror
effect arises for two reasons. First, because low-frequency
words are preexperimentally associated with fewer episodic
contexts, there is less contextual competition, which facilitates
recollection and increases hit rates. Second, because
lowfrequency words have a lower degree of strength in memory,
it is less likely that a familiarity-based false alarm will occur.
Similarly, L2 words are likely to have occurred in fewer
episodic contexts and may therefore exhibit higher hit rates
and lower false alarm rates than L1 words and words in a
monolingual persons vocabulary.
The cognitive load and word frequency
conceptualizations of L2 memory lead to opposite predictions for
recognition performance. Specifically, the cognitive load
approach suggests that L2 recognition will be worse than
L1 recognition, whereas the word frequency approach
suggests that L2 recognition will be better than L1 recognition.
The purpose of the present study is to determine which of
the two conceptualizations better explains L2 performance
in the context of recognition memory.
One preliminary study provides some evidence for superior
recognition in L2, relative to L1, following incidental
encoding (Francis & Gutirrez, 2012). Specifically, an advantage in
hit rates (but not false alarm rates) was observed for words
studied under shallow encoding, but not under deep encoding
instructions. The effects may have been underestimated
because of ceiling and floor effects for hit and false alarm rates
and because language dominance was self-reported. In the
present study, we gave intentional learning instructions, used
a more difficult recognition task, assessed language
proficiency and dominance objectively, included matched English and
Spanish monolingual comparison groups, and included
manipulations of cognitive load and word frequency. The
study was conducted on the U.S.Mexico border at the
University of Texas at El Paso (UTEP) and at the neighboring
Universidad Autnoma de Ciudad Jurez (UACJ) in Mexico.
The city of El Paso and UTEP itself are bilingual
environments in which there is ample opportunity to use English and
Spanish on a daily basis.
The primary purpose of Experiment 1 was to provide
anchor points for monolingual performance in English and
Spanish. The secondary purpose was to replicate the effects of
cognitive load and word frequency on recognition memory in
monolingual English-speaking and monolingual
Spanishspeaking participants. That is, we wanted to ensure that the
stimuli to be used in Experiment 2 would produce cognitive
load and word frequency effects. The purpose of Experiment 2
was to determine whether the cognitive load or word
frequency conceptualization of L2 memory would better
explain recognition performance. Experiment 2 tested for the
first time the effects of language proficiency and word
frequency on recognition memory in bilinguals following
intentional encoding. To enable comparisons between experiments
and populations, participants in both experiments completed
standardized language and cognitive assessments and
answered questions about socioeconomic status.
Experiment 1 was conducted to provide monolingual anchor
points for recognition performance and to ensure that the
stimuli used would indeed prod (...truncated)