Second language (L2) teachers may shy away from self-assessments because of warnings that students are not accurate self-assessors. This information stems from meta-analyses in which self-assessment scores on average did not correlate highly with proficiency test results. However, researchers mostly used Pearson correlations, when polyserial could be used. Furthermore, self-assessments today can be computer adaptive. With them, nonlinear statistics are needed to investigate their relationship with other measurements. We wondered, if we explored the relationship between self-assessment and proficiency test scores using more robust measurements (polyserial correlation, continuation-ratio modeling), would we find different results? We had 807 L2-Spanish learners take a computer-adaptive, L2-speaking self-assessment and the ACTFL Oral Proficiency Interview – computer (OPIc). The scores correlated at .61 (polyserial). Using continuation-ratio modeling, we found each unit of increase on the OPIc scale was associated with a 131% increase in the odds of passing the self-assessment thresholds. In other words, a student was more likely to move on to higher self-assessment subsections if they had a higher OPIc rating. We found computer-adaptive self-assessments appropriate for low-stakes L2-proficiency measurements, especially because they are cost-effective, make intuitive sense to learners, and promote learner agency.

This study examined whether social bias manipulation can influence how naïve multiage listeners evaluate second language (L2) speech. Sixty native English-speaking listeners (Montreal residents) rated audio recordings of 40 Quebec French speakers of L2 English for five dimensions of oral performance (accentedness, comprehensibility, segmental accuracy, intonation, flow) using 1,000-point continuous scales. Immediately before rating, 20 listeners heard critical comments about Quebec French speakers’ English language skills, while 20 heard positive comments. Twenty listeners (baseline group) received no manipulation. Compared to baseline listeners, positively oriented listeners (younger and older) rated four of five dimensions more favorably. However, listeners’ behavior diverged under negative bias. Compared to age-matched baseline listeners, younger listeners upgraded speakers while older listeners downgraded speakers for all targeted measures. Findings cast doubt on the relative stability of L2 speech ratings and point to the importance of social context and generational differences in untrained rater assessments of L2 speaking performance.

Monolingual English speakers and Chinese–English bilinguals were compared on their lexical decision performance in a masked priming experiment where the prime and target ended in the same embedded word. All primes were nonwords where the letters in addition to the embedded word did not form a morpheme (e.g., the sab of sabagree or the ple of plerough). The targets were of two types. In one condition they were prefixed words (as in sabagree–DISAGREE) and in the other they were nonprefixed words (as in plerough–THOROUGH). With an unrelated prime as the baseline, the native speakers showed priming for the prefixed words but not the nonprefixed words, whereas the nonnative speakers showed priming for both types of word. It was concluded from these results that nonnative speakers focus more on the individual letters of a complex word than do native speakers when reading, and the specific processing mechanisms that might underlie this are discussed.

This study partially replicates McManus and Marsden (2017), who found that providing L1 explicit information (EI) plus task-essential practice led L2 learners to make more accurate and faster interpretations of French morphosyntax. The current study removed the original study’s L1 EI component to examine the role of the L1 practice. This design tested whether providing L1 task-essential practice only (alongside a core treatment of L2 EI plus L2 practice) resulted in similar online and offline learning gains compared to the original study’s L1 EI plus L1 practice. We used the same online and offline tests, with a similar population of English-speaking learners of L2 French (n = 19). For accuracy and speed of online and offline L2 processing, the findings suggest that additional L1 practice without L1 EI was no more beneficial than L2 EI plus L2 practice alone, indicating that the original study’s combination of additional L1 EI with L1 practice appeared to contribute to previously observed learning benefits.

This study used a pretest-posttest-delayed posttest design at one-week intervals to determine the extent to which written, audio, and audiovisual L2 input contributed to incidental vocabulary learning. Seventy-six university students learning EFL in China were randomly assigned to four groups. Each group was presented with the input from the same television documentary in different modes: reading the printed transcript, listening to the documentary, viewing the documentary, and a nontreatment control condition. Checklist and multiple-choice tests were designed to measure knowledge of target words. The results showed that L2 incidental vocabulary learning occurred through reading, listening, and viewing, and that the gain was retained in all modes of input one week after encountering the input. However, no significant differences were found between the three modes on the posttests indicating that each mode of input yielded similar amounts of vocabulary gain and retention. A significant relationship was found between prior vocabulary knowledge and vocabulary learning, but not between frequency of occurrence and vocabulary learning. The study provides further support for the use of L2 television programs for language learning.

This longitudinal study explored the roles of item- and learner-related variables in L2 learners’ development of productive collocation knowledge (L1 = Dutch; L2 = German; NLearners= 50). Learners’ form recall knowledge of 35 target collocations was measured three times over a 3-year period. The item-related variables investigated were L1-L2 congruency, corpus frequency, association strength, and imageability. We also explored the learner-related variables L2 prior productive vocabulary knowledge and L2 immersion. Mixed-effects regression modeling indicated a significant effect of time, congruency, and prior productive vocabulary knowledge on learners’ collocation learning. While learners’ knowledge of congruent collocations remained relatively stable after year one, knowledge of incongruent collocations increased significantly. Learners’ prior productive vocabulary knowledge was clearly associated with growth of productive collocation knowledge, but besides overall growth there were instances of attrition.

This study investigates how linguistic and nonlinguistic information interacts in second language (L2) sentence processing. Previous studies argued that L2 behaviors might stem from how L2 speakers rely more on one type of information over another. However, direct attempts have not been made to test the (dis)agreement of different information types. To fill this gap, the present study explored the integration of definiteness and real-world knowledge. Experiment 1 showed that both first language (L1) speakers (n = 34) and advanced L2 speakers (n = 49) could use definiteness to predict unmentioned referents, but intermediate L2 speakers could not (n = 35). After confirming that L1 and L2 speakers shared the same real-world knowledge, Experiment 2 (n (L1) = 36, n (L2) = 43) showed that the two groups’ behaviors differed when linguistic and nonlinguistic information had to be processed simultaneously. The findings suggest that L2 speakers can process linguistic information in a targetlike manner only in the absence of usable nonlinguistic information.

Network analysis is a method used to explore the structural relationships between people or organizations, and more recently between psychological constructs. Network analysis is a novel technique that can be used to model psychological constructs that influence language learning as complex systems, with longitudinal data, or cross-sectional data. The majority of complex dynamic systems theory (CDST) research in the field of second language acquisition (SLA) to date has been time-intensive, with a focus on analyzing intraindividual variation with dense longitudinal data collection. The question of how to model systems from a structural perspective using relation-intensive methods is an underexplored dimension of CDST research in applied linguistics. To expand our research agenda, we highlight the potential that psychological networks have for studying individual differences in language learning. We provide two empirical examples of network models using cross-sectional datasets that are publicly available online. We believe that this methodology can complement time-intensive approaches and that it has the potential to contribute to the development of new dimensions of CDST research in applied linguistics.

To examine the effects of task repetition with different schedules, English-as-a-foreign-language classroom learners performed the same oral narrative task six times under three different schedules. They narrated the same six-frame cartoon story (a) six times consecutively in one class (massed practice), (b) three times at the beginning and at the end of a class (short-spaced practice), and (c) three times as a part of two classes 1 week apart (long-spaced practice). The results yielded by an immediate posttest using a novel cartoon showed that massed practice reduced breakdown fluency (mid-clause and clause-final pauses) the most. However, the participants in the massed-practice group showed degraded speed (slower articulation rate) and repair fluency (more verbatim repetition). The effects of repetition schedule seem limited on a 1-week delayed posttest involving a novel cartoon. Yet, when participants narrated the same practiced cartoon 1 week later, massed practice also resulted in more verbatim repetition.

Research has begun to demonstrate that L2 words can be learned incidentally through watching audio-visual materials. Although there are a large number of studies that have investigated incidental vocabulary learning through reading a single text, there are no studies that have explored incidental vocabulary learning through viewing a single full-length TV program. The present study fills this gap. Additionally, three word-related variables (frequency of occurrence, cognateness, word relevance) and one learner-related variable (prior vocabulary knowledge) that might contribute to incidental vocabulary learning were examined. Two experiments were conducted with Dutch-speaking EFL learners to measure the effects of viewing TV on form recognition and meaning recall (Experiment 1) and meaning recognition (Experiment 2). The findings showed that viewing TV resulted in incidental vocabulary learning at the level of meaning recall and meaning recognition. The research also revealed that learning was affected by frequency of occurrence, prior vocabulary knowledge, and cognateness.

This report examines the potential impacts of task and proficiency on listener judgments of intelligibility, comprehensibility, and accentedness in L2 Spanish. This study extends Huensch and Nagle [Language Learning, 71, 626–668, (2021)], who explored the partial independence among the global speech dimensions for speech samples taken from a picture narrative task. Given that the type of speaking task used to elicit speech samples has been shown to impact the strength of the linguistic features contributing to the global speech dimensions and to explore the impact of task on the relationships among the dimensions, the current study followed the same procedure as Huensch and Nagle but employed a task in which participants responded to a prompt based on NCSSFL-ACTFL Can-Do Statements. The speech samples were elicited from instructed L2 Spanish learners of varying proficiency (n = 42) and were rated by a group of native-speaking Spanish listeners (n = 80) using Amazon Mechanical Turk. In general, the results were consistent with those reported in the initial study indicating a significant, positive, and consistent relationship between comprehensibility and intelligibility and a null relationship between accentedness and intelligibility. The limited differences between the studies’ findings are discussed considering the potential impact of task.

This study replicates Felser and Roberts (2007), which used a cross-modal picture priming task to examine indirect-object dependency processing in classroom L2 learners. The replication focuses on early L2 learners with extensive naturalistic L2 exposure (n = 22)—an understudied group in the literature—and investigates whether these learners, in contrast to those in the original study, reactivate the moved element at its original position in the sentence. Bayesian multilevel regression is used to analyze the data. The results suggest that higher-working-memory participants did reactivate the moved element at its structural origin. By extending previous research to an understudied group, the study contributes to our knowledge regarding sensitivity to abstract syntactic structure in L2 processing.

Language learners’ mindsets–their beliefs about whether language is a fixed aptitude that is immutable or a malleable capacity that can be developed–are associated with achievement goals, language-use anxiety, reappraisals of challenges, and persistence. This study integrates these mindset-related constructs to identify mindset-system profiles among foreign language learners. A latent profile analysis of 234 university students in foreign language courses revealed three distinct profiles. The fixed (21.8%) and growth (20.5%) profiles showed distinct and contrasting patterns of goals, reappraisals, anxiety, and persistence. However, most learners (57.7%) endorsed a mixed profile. Although mindsets alone did not predict grades, students in the growth profile were consistently most engaged and achieved the highest grades, suggesting that mindsets function as a system, in concert with related factors. This person-centered approach enhances our understanding of the complexity and functions of the mindset system, as well as the motivation of learners with mixed mindsets.

Definite discourse-new bridging reference (e.g., a school … the teacher; Clark, 1975) is a complex syntax-pragmatic component of referential movement, one that is subject to relatively opaque form-function contingency compared with forms used for discourse-old reference, and one that is especially prone to crosslinguistic influence. Research shows Asian second language (L2) learners of English struggle to produce bridging reference appropriately, yet little research has been done on the L2 production of bridging in Asian languages. We collected oral picture sequence narrative data from 80 lower-intermediate L2 Mandarin learners from first language (L1) English (+ article, n = 23) and L1 Korean and Japanese (- article, n = 57) backgrounds, alongside equivalent L1 data. Speakers of article-L1s were more likely than those from article-less L1s to use numeral + classifier noun phrases (NPs) for nonbridging referents and demonstrative + classifier NPs when introducing bridging referents, essentially (and infelicitously) using these constructions as de facto English-like indefinite/definite articles in their L2 Mandarin production. Speakers of article-less languages infelicitously marked bridging relations with nonbridging forms. These findings confirm substantial crosslinguistic difficulties for the L2 marking of this complex syntax-pragmatic phenomenon across relatively underexplored L1/L2 pairs.

This study assessed the extent to which captions, textually unenhanced and enhanced, can draw learners’ attention to and promote the acquisition of a second language (L2) grammatical construction. A pretest–posttest–delayed posttest experimental design was employed. Seventy-two Korean learners of English were randomly assigned to an enhanced captions group, an unenhanced captions group, and a no captions group. Each group completed a series of treatment tasks, during which they watched news clips under their respective captioning condition. The target L2 construction was the use of the present perfect versus the past simple in reporting news. For the enhanced captions group, the present perfect and past simple forms were typographically enhanced using a different color. Eye-movement indices were obtained to examine attentional allocation during the treatment, and oral and written productive tests and a fill-in-the-blank test were used to assess participants’ gains. A series of mixed-effects models found both captioning and textual enhancement effective in drawing learners’ attention to and facilitating development in the use of the target construction. In addition, positive links were identified between attention to captions and learners’ gains.

In two studies, we examined two functional dimensions of L2 learners’ self-regulation toward their motivational goals: assessment and locomotion. The assessment constitutes the aspect of self-regulation concerned with critically evaluating the relative quality of L2 states and goals and the means to achieve them. The locomotion mode constitutes the aspect of self-regulation concerned with uninterrupted movement from state to state toward L2 goals. We developed two scales to measure L2 self-regulatory modes. We also examined how L2 learners’ regulatory modes were associated with their emotional experiences, motivation, and language proficiency. Psychometric work attested to the reliability and validity of the two scales. Moreover, regression analyses revealed that each L2 self-regulatory mode has distinct emotional, motivational, and linguistic emphases. Finally, cluster analyses suggested that both L2 self-regulatory modes should work together for optimal L2 learning outcomes.

Evidence for the role of procedural memory in second language (L2) acquisition has emerged in our field. However, little is known about the reliability and validity of the procedural memory measures used in this research. The present study (N = 119) examined the reliability and the convergent and discriminant validity of three assessments that have previously been used to examine procedural memory learning ability in L2 acquisition, the dual-task Weather Prediction Task (DT-WPT), the Alternating Serial Reaction Time Task (ASRT), and the Tower of London (TOL). Measures of declarative memory learning ability were also collected. For reliability, the DT-WPT and TOL tasks met acceptable standards. For validity, an exploratory factor analysis did not provide evidence for convergent validity, but the ASRT and the TOL showed reasonable discriminant validity with declarative memory measures. We argue that the ASRT may provide the purest engagement of procedural memory learning ability, although more reliable dependent measures for this task should be considered. The Serial Reaction Time task also appears promising, although we recommend further consideration of this task as the present analyses were post hoc and based on a smaller sample. We discuss these results regarding the assessment of procedural memory learning ability as well as implications for implicit language aptitude.

This study took a dynamic approach to second language (L2) comprehensibility, examining how listeners construct comprehensibility profiles for L2 Spanish speakers during the listening task and what features enhance or diminish comprehensibility. Listeners were 24 native Spanish speakers who evaluated 2–5 minute audio clips recorded by three university-level L2 Spanish speakers responding to two prompts. Listeners rated comprehensibility dynamically, using Idiodynamic Software to upgrade or downgrade comprehensibility over the course of the listening task. Dynamic ratings for one audio clip were video-captured for stimulated recall, and listeners were interviewed to understand which aspects of L2 speech were associated with enhanced versus diminished comprehensibility. Results indicated that clips that were downgraded more often received lower global ratings but upgrading was not associated with higher ratings. Certain problematic features and individual episodes caused listeners’ impressions to converge, though substantial individual variation among listeners was evident.

This study examined the role of visual cues (facial expressions and hand gestures) in second language (L2) speech assessment. University students (N = 60) at English-medium universities assessed 2-minute video clips of 20 L2 English speakers (10 Chinese and 10 Spanish speakers) narrating a personal story. They rated the speakers’ comprehensibility, accentedness, and fluency using 1,000-point sliding scales. To manipulate access to visual cues, the raters were assigned to three conditions that presented audio along with (a) the speaker’s static image, (b) a static image of a speaker’s torso with dynamic face, or (c) dynamic torso and face. Results showed that raters with access to the full video tended to perceive the speaker as more comprehensible and significantly less accented compared to those who had access to less visually informative conditions. The findings are discussed in terms of how the integration of visual cues may impact L2 speech assessment.

A subtest of the LLAMA test battery (LLAMA_D) has been proposed as a potential test of implicit learning aptitude. To improve its construct validity, in the present study, the original LLAMA_D (a) instructions for incidental learning were modified, and (b) confidence ratings of test responses and (c) reaction time (RT) measurements were added. This revised LLAMA_D was administered along with the other LLAMA subtests (LLAMA-B, -E, and -F). Unconscious knowledge that may (not) result from the exposure was assessed through the relationship between the accuracy/RT and confidence ratings. The results suggest that LLAMA_D accuracy largely reflects conscious retrieval of previously heard sound sequences. However, an index derived from the LLAMA_D RT measure (coefficient of variance) was associated with an aspect of oral fluency, which is presumably dependent on proceduralization. Several recommendations are proposed to redesign and extend LLAMA_D as a potential aptitude test for proceduralization.