The DOI matches its Crossref record; 72 of the 72 references it cites were found in a registry or an index; 1 of the 77 sources its claims cite were checked for support.
The role of individual learner differences in explicit language instruction
Open accessAbstract
Aptitude–treatment interaction (ATI) research is of both theoretical and practical interest to second language (L2) learning, since it provides insights into the processes linking learner‐internal individual difference factors and learner‐external contextual variables including instructional approach—variables that jointly determine L2 outcomes. The present study employed a full range of aptitude measures mapped onto four explicit instructional conditions: auditory inductive, written inductive, mixed inductive, and mixed deductive. International volunteers (N = 136) completed online language lessons in beginners’ Polish targeting two morphological features. Participants’ phonetic and language‐analytic abilities, level of multilingualism, and age predicted L2 achievement. A cluster analysis identified four learner profiles: high aptitude, low aptitude, memory oriented, and analytically oriented. Deductive instruction seemed to neutralise individual differences in aptitude, while ATI effects were observed in the single‐modality conditions, with auditory input favouring high‐aptitude learners and written input favouring high‐aptitude, analytically oriented, and memory‐oriented learners. We discuss the theoretical and practical import of these findings by highlighting the “capital” afforded by prior language learning experience, over and above the role of cognitive ability. In addition to the inductive–deductive contrast in explicit instruction, we emphasise the importance of input modality, which has hitherto been neglected in the field.
Overview
AI snapshot
Written from the paper’s full text.
TL;DR
This quasi-experimental study examined aptitude-treatment interactions among 136 adult beginners learning two Polish morphological features through four online explicit instructional conditions. It found that phonetic/language-analytic abilities, multilingualism, and age predicted achievement, that deductive instruction appeared to neutralise aptitude differences, and that single-modality input produced profile-dependent advantages.
Key findings
- Phonetic and language-analytic abilities were the strongest predictors of posttest performance: they explained 8% of variance on Posttest 1 and 10% on Posttest 2; multilingualism explained 8% and 5%, and age explained 5% and 6%, respectively.
- Cluster analysis identified four learner profiles: high aptitude, low aptitude, memory oriented, and analytically oriented.
- The mixed deductive group was the only group in which none of the cognitive ability measures were significantly associated with posttest performance, consistent with a neutralising/levelling effect of deductive instruction.
- ATI effects appeared in single-modality conditions: in the auditory condition, high-aptitude learners outperformed low-aptitude learners (p = .013); in the written condition, high-aptitude learners outperformed low-aptitude (p < .001) and memory-oriented learners (p = .010), and analytically oriented (p < .001) and memory-oriented learners (p = .049) outperformed low-aptitude learners.
Methods
- Quasi-experimental online study with 136 international adult volunteers who had no knowledge of Polish or other Slavic languages; participants completed beginner Polish lessons targeting adjective-noun gender agreement and the genitive of negation.
- Participants were allocated to four explicit instructional conditions: auditory inductive (n = 33), written inductive (n = 45), mixed inductive (n = 31), and mixed deductive (n = 27).
- Measures included LLAMA B/D/E/F aptitude subtests, a probabilistic serial reaction time task for implicit aptitude, an operation span task for working memory, and a background questionnaire; analyses included correlations, principal component analysis, hierarchical regression, agglomerative hierarchical cluster analysis, and nonparametric ANOVA with bootstrapping and pairwise comparisons.
Limitations
- Stated by the authors: the participant sample was not as large as desired, resulting in uneven numbers across conditions and too few cases in some ATI cells; they could not draw meaningful conclusions about the high-aptitude profile in the mixed inductive group.
- Stated by the authors: no delayed posttests were included because of the practical challenge of asking participants to return after lengthy sessions spread over several days.
- Evident from the text: some measures had low reliability or substantial missing data (SRT reliability = 0.52; LLAMA D alpha = 0.63; SRT N = 83), and several ATI cells were very small (e.g., high-aptitude learners in mixed inductive and mixed deductive each n = 1), limiting the strength of interaction conclusions.
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Claims the paper makes
1 of 77 cited sources checked · 1 supported · 0 flagged
- Findingown data
Participants' phonetic and language-analytic abilities, level of multilingualism, and age predicted L2 achievement.
“Participants' phonetic and language-analytic abilities, level of multilingualism, and age predicted L2 achievement.”
Quote in the paperSubstantial claim - Findingown data
Deductive instruction seemed to neutralise individual differences in aptitude.
“Deductive instruction seemed to neutralise individual differences in aptitude, while ATI effects were observed in the single-modality conditions, with auditory input favouring high-aptitude learners and written input favouring high-aptitude, analytically oriented, and memory-oriented learners.”
Quote in the paperSubstantial claim - Findingown data
A cluster analysis identified four learner profiles: high aptitude, low aptitude, memory oriented, and analytically oriented.
“A cluster analysis identified four learner profiles: high aptitude, low aptitude, memory oriented, and analytically oriented.”
Quote in the paperSubstantial claim - Findingown data
In the pilot study, no correlations were found in the deductive group.
“Conversely, no correlations were found in the deductive group”
Quote in the paperSubstantial claim - Findingown data
Using Ward's method, a 4-cluster solution was settled on for which all variables except perceptions of the instructional materials showed statistical differences between the clusters.
“Using Ward's method, we compared possible solutions based on the distance between fusion coefficients in the agglomeration schedule and settled on a 4-cluster solution for which all variables except perceptions of the instructional materials showed statistical differences between the clusters.”
Quote in the paperNot a substantial claim
- Findingown data
ATI effects were observed in the single-modality conditions.
“Deductive instruction seemed to neutralise individual differences in aptitude, while ATI effects were observed in the single-modality conditions, with auditory input favouring high-aptitude learners and written input favouring high-aptitude, analytically oriented, and memory-oriented learners.”
Quote in the paperSubstantial claim - Findingown data
Inferential statistics (Kruskal-Wallis H) confirm significant differences between groups on LLAMA D (p = .004).
“Inferential statistics (Kruskal-Wallis H) confirm significant differences between groups on LLAMA D (p = .004).”
Quote in the paperSubstantial claim - Findingown data
In the auditory condition, high-aptitude learners outperformed low-aptitude learners (p = .013).
“high-aptitude learners outperformed lowaptitude learners in the auditory condition (p = .013).”
Quote in the paperSubstantial claim- Rests on an assumption: The two posttest scores can be validly combined into a mean posttest score as the outcome measure.
- Findingown data
Auditory input favoured high-aptitude learners.
“Deductive instruction seemed to neutralise individual differences in aptitude, while ATI effects were observed in the single-modality conditions, with auditory input favouring high-aptitude learners and written input favouring high-aptitude, analytically oriented, and memory-oriented learners.”
Quote in the paperSubstantial claim - Findingown data
Pairwise comparisons yielded statistical differences between clusters in the auditory and written groups.
“we ran pairwise comparisons (see Online Supporting Information E), which yielded statistical differences between clusters in the auditory and written groups.”
Quote in the paperNot a substantial claim- Rests on an assumption: The two posttest scores can be validly combined into a mean posttest score as the outcome measure.
- Findingown data
Performance on Posttest 2 is significantly predicted by three variables accounting for 21% of the total variance: phonetic and language-analytic abilities (10%), level of multilingualism (5%), and age (6%), with perceptions of the instructional materials no longer a significant predictor.
“Table 12 shows that performance on Posttest 2 is significantly predicted by three variables accounting for 21% of the total variance: phonetic and language-analytic abilities (10%), level of multilingualism (5%), and age (6%), with perceptions of the instructional materials no longer a significant predictor.”
Quote in the paperSubstantial claim- Rests on an assumption: Participants' self-reported multilingualism scores accurately reflect their language proficiency.
- Findingown data
In the pilot study, an exploratory correlation analysis revealed some associations between aptitude components and posttest performance in the inductive treatment groups despite extremely small sample sizes.
“An exploratory correlation analysis revealed some associations between aptitude components and posttest performance in the inductive treatment groups despite extremely small sample sizes”
Quote in the paperSubstantial claim - Findingreasoning
Contrary to expectation, participants performed similarly on the posttests assessing adjective-noun gender agreement and genitive of negation.
“contrary to expectation, our participants performed similarly on the posttests assessing the targeted features of adjective-noun gender agreement and genitive of negation.”
Quote in the paperSubstantial claim - Findingnone given
There are no other statistical differences in cognitive ability between the groups.
“There are no other statistical differences in cognitive ability between the groups.”
Quote in the paperSubstantial claim - Findingown data
Across the sample as a whole, mean scores on the two posttests are virtually identical.
“Table 8 indicates that across the sample as a whole, mean scores on the two posttests are virtually identical.”
Quote in the paperNot a substantial claim - Findingown data
Performance on Posttest 1 is significantly predicted by four variables explaining 24% of the total variance: phonetic and language-analytic abilities (8%), level of multilingualism (8%), age (5%), and perceptions of the instructional materials (3%).
“Table 11 indicates that performance on Posttest 1 is significantly predicted by four variables explaining 24% of the total variance: phonetic and language-analytic abilities (8%), level of multilingualism (8%), age (5%), and perceptions of the instructional materials (3%).”
Quote in the paperSubstantial claim- Rests on an assumption: Participants' self-reported multilingualism scores accurately reflect their language proficiency.
- Findingown data
Written input favoured high-aptitude, analytically oriented, and memory-oriented learners.
“Deductive instruction seemed to neutralise individual differences in aptitude, while ATI effects were observed in the single-modality conditions, with auditory input favouring high-aptitude learners and written input favouring high-aptitude, analytically oriented, and memory-oriented learners.”
Quote in the paperSubstantial claim - Findingown data
We replicated the potentially neutralising effect of deductive instruction.
“we replicated the potentially neutralising effect of deductive instruction that had been observed in previous research.”
Quote in the paperSubstantial claim - Findingown data
The importance of sensory channel has come to the fore in our results relating to ATI effects.
“the importance of sensory channel has come to the fore in our results relating to ATI effects”
Quote in the paperSubstantial claim - Findingown data
In the mixed deductive group, none of the cognitive ability measures were associated with L2 outcome.
“it was the only group in which none of the cognitive ability measures were associated with L2 outcome”
Quote in the paperSubstantial claim - Findingown data
The mixed deductive group had the weakest posttest results.
“Although the mixed deductive group had the weakest posttest results”
Quote in the paperNot a substantial claim - Findingown data
Phonetic and language-analytic ability was the strongest predictor of L2 outcome.
“Phonetic and language-analytic ability was the strongest predictor of L2 outcome.”
Quote in the paperSubstantial claim - Findingown data
In the written condition, analytically oriented and memory-oriented learners outperformed low-aptitude participants.
“In the written condition, it was not only the high-aptitude learners who benefited, however: Analytically oriented and memory-oriented learners likewise outperformed low-aptitude participants.”
Quote in the paperSubstantial claim - Findingown data
The experiential component (level of multilingualism) did contribute significantly to the distinction between profiles.
“the latter did”
Quote in the paperSubstantial claim - Findingown data
Our cluster analysis replicated an existing result (Ranta, 2002).
“our cluster analysis replicated an existing result (Ranta, 2002)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Ranta, 2002 source
- Findingown data
We identified four distinct learner profiles: high aptitude, low aptitude, memory oriented, and analytically oriented.
“we identified four distinct learner profiles: high aptitude, low aptitude, memory oriented, and analytically oriented.”
Quote in the paperSubstantial claim - Findingcitation
Both studies arrived at the same four learner types: low-aptitude, high-aptitude, memory-oriented, analytically oriented.
“both studies arrived at the same four learner types: low-aptitude individuals, high-aptitude individuals, memory-oriented learners, and analytically oriented learners.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Ranta, 2002 source
- Findingown data
In the auditory condition, high-aptitude learners were at an advantage.
“In the auditory condition, high-aptitude learners were at an advantage.”
Quote in the paperSubstantial claim - Findingown data
The high-aptitude participants were the only learners who had high or very high phonetic coding ability.
“The high-aptitude participants were also the only learners who had high or very high phonetic coding ability (see Table 13)”
Quote in the paperSubstantial claim - Findingown data
The attitudinal component did not contribute significantly to the distinction between profiles.
“the former did not contribute significantly to the distinction between profiles”
Quote in the paperSubstantial claim - Premisereasoning
L2 instruction can play to learners' strengths.
“This line of reasoning suggests that L2 instruction can play to learners' strengths (DeKeyser, 2012”
Quote in the paperSubstantial claim0 of 3 sources checked - Study design and conductown data
Reliability of the SRT task was calculated using Spearman-Brown split-half and resulted in an index of 0.52.
“Reliability of the SRT task was calculated using Spearman-Brown split-half and resulted in an index of 0.52”
Quote in the paperNot a substantial claim- Rests on an assumption: Missing data in the SRT task is missing at random.
- Premisereasoning
The role of specific aptitude components varies depending on proficiency level, target features, outcome measures, and linguistic domain.
“The role of specific aptitude components also varies, depending on the above factors as well as on the nature of the outcome measures used and the linguistic domain in focus.”
Quote in the paperSubstantial claim - Premisenone given
No ATI research to date has undertaken a principled comparison of different input modalities (auditory, written, or a combination).
“By contrast, and to the best of our knowledge, no ATI research to date has undertaken a principled comparison of different input modalities (auditory, written, or a combination of the two)-although Robinson's (2001”
Quote in the paperSubstantial claim - Premisecitation
Executive WM is an overall better predictor of L2 achievement than phonological WM.
“At the same time, meta-analytic results suggest that executive WM is an overall better predictor of L2 achievement than phonological WM (Linck et al., 2014).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Linck et al., 2014
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Study design and conductown data
The O-Span task proved to be highly reliable (alpha = 0.91).
“The O-Span task proved to be highly reliable: alpha = 0.91.”
Quote in the paperNot a substantial claim - Premisecitation
Deductive instruction has a levelling effect-it minimises individual differences in aptitude.
“These findings imply that deductive instruction had a levelling effect-that is, it minimised individual differences in aptitude.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Erlam, 2005 source
- Interpretationown data
The role of individual differences may have been neutralised in the deductive group, as reported in previous research.
“indicating that the role of individual differences may have been neutralised, as reported in previous research.”
Quote in the paperNot a substantial claim - Premisenone given
Empirical studies that both draw on a full range of aptitude measures and investigate ATIs in ecologically valid learning contexts are surprisingly scarce.
“By contrast, and despite the recognised importance of ATI research for both learning theory and instructional practice, empirical studies that both draw on a full range of aptitude measures and investigate ATIs in ecologically valid learning contexts are surprisingly scarce.”
Quote in the paperNot a substantial claim - Study design and conductown data
The 12-item scale investigating participants' perceptions of the language lessons proved highly reliable (alpha = 0.91).
“The 12-item scale investigating participants' perceptions of the language lessons proved highly reliable: alpha = 0.91.”
Quote in the paperNot a substantial claim - Premisecitation
Complex WM is an overall better predictor of L2 achievement than phonological WM.
“previous research suggests that complex WM is an overall better predictor of L2 achievement than phonological WM (Linck et al., 2014)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Linck et al., 2014
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
Explicit aptitude facilitates learning under explicit conditions.
“Empirical studies investigating ATI effects suggest that explicit aptitude facilitates learning under explicit conditions, as expected.”
Quote in the paperSubstantial claim - Study design and conductcitation
Reliability of the LLAMA subtests based on version 3 was excellent (LLAMA B = 0.95, LLAMA E = 0.95, LLAMA F = 0.97).
“Reliability of the LLAMA subtests based on version 3 was excellent, suggesting that recent improvements to the test suite have had the desired impact (Rogers et al., 2023): LLAMA B = 0.95, LLAMA E = 0.95, LLAMA F = 0.97.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Rogers et al., 2023 source
- Premisecitation
The notion of deductive instruction as levelling the playing field between learners of different abilities has been substantiated subsequently.
“The notion of deductive instruction as levelling the playing field between learners of different abilities has been substantiated subsequently (Hwu & Sun, 2012;Hwu et al., 2014;Li et al., 2019;Sanz et al., 2016) and is complemented by the argument that a communicative classroom is unlikely to have a levelling effect (Ranta, 2002).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Hwu & Sun, 2012 source
- cites Hwu et al., 2014
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Li et al., 2019
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Study design and conductown data
Reliability of the posttests was good or very good, ranging from Cronbach's alpha = 0.73 to 0.86.
“Reliability of the posttests was good or very good, ranging from Cronbach's alpha = 0.73 to 0.86.”
Quote in the paperNot a substantial claim - Premisecitation
Aptitude is a stronger predictor in beginners and/or at lower levels of L2 proficiency, compared with more advanced learners and/or higher levels of proficiency.
“At a general level, empirical evidence suggests that aptitude is a stronger predictor in beginners and/or at lower levels of L2 proficiency, compared with more advanced learners and/or higher levels of proficiency (Li, 2016”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Li, 2016
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Li, 2022
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationreasoning
The minor role of learners' perceptions of the instructional materials may have lost significance over time as participants became accustomed to the nature of the instructional materials.
“the minor role of learners' perceptions of the instructional materials may have lost significance over time as participants became accustomed to the nature of the instructional materials.”
Quote in the paperNot a substantial claim - Premisenone given
The role of aptitude appears to vary depending on the L2 features that are being targeted, with greater effects expected for the learning of more difficult structures.
“Moreover, the role of aptitude appears to vary depending on the L2 features that are being targeted, with greater effects expected for the learning of more difficult structures.”
Quote in the paperNot a substantial claim - Premisecitation
Implicit aptitude is a relatively stable predictor of achievement in terms of both learning rate and ultimate attainment in the L2.
“It is seen as a relatively stable predictor of achievement in terms of both learning rate and ultimate attainment in the L2.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Li & DeKeyser, 2021 source
- Interpretationreasoning
The more extensive inflectional paradigm of the genitive of negation seemingly had no impact on learning difficulty.
“While the latter feature relied on a more extensive inflectional paradigm, this seemingly had no impact on learning difficulty.”
Quote in the paperSubstantial claim - Premisecitation
L2 instruction may also be able to compensate for learners' weaknesses by providing dedicated support in the form of scaffolding and extra practice.
“However, it may also be able to compensate for learners' weaknesses by providing dedicated support in the form of scaffolding and extra practice (Ranta, 2008;Sawyer & Ranta, 2001;Skehan, 1998;Vatz et al., 2013).”
Quote in the paperSubstantial claim0 of 3 sources checked - Interpretationown data
Given the small N in some cells, the absence of statistical effects may be due to lack of power.
“Given the small N in some of the cells (see Table 14), the absence of statistical effects may be due to lack of power (Larson-Hall, 2016).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Larson-Hall, 2016
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
Aptitude is more strongly implicated in the learning of more difficult target features compared with easier features.
“Thus, it appears that aptitude is more strongly implicated in the learning of more difficult target features compared with easier features.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Yalçın & Spada, 2016 source
- Premisecitation
Phonetic coding ability can be expected to play a role at the earliest stages of acquisition.
“phonetic coding ability can be expected to play a role at the earliest stages of acquisition (Skehan, 2016)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Skehan, 2016 source
- Premisecitation
Language-analytic ability is important for grammar learning.
“language-analytic ability has-unsurprisingly-been found to be important for grammar learning (Li, 2015)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Li, 2015
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationreasoning
Participants could not have reached the advanced stage after four language lessons.
“Clearly, this is a stage that our participants could not have reached after just four language lessons.”
Quote in the paperSubstantial claim - Interpretationown data
Experience built up over a period of time appears to be an asset in its own right, over and above the 'raw material' of an individual's aptitude.
“experience built up over a period of time appears to be an asset in its own right, over and above the”
- Also stated in: § Aptitude-treatment interaction effects · hedged
“prior language learning experience appears to be an asset in its own right, over and above the cognitive abilities that it is based on and that it might enhance.”
Quote in the paperSubstantial claim - Also stated in: § Aptitude-treatment interaction effects · hedged
- Premisecitation
The more permanent nature of written stimuli can support (literate and educated) L2 learners at the beginner level.
“the more permanent nature of written stimuli can support (literate and educated) L2 learners at the beginner level (Kim & Godfroid, 2019)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Kim & Godfroid, 2019 source
- Interpretationreasoning
For low-aptitude learners, input in a single modality seems to be unhelpful, regardless of whether it is auditory or written.
“For low-aptitude learners, input in a single modality seems to be unhelpful, regardless of whether it is auditory or written.”
Quote in the paperSubstantial claim - Study design and conductown data
Findings show that the subtests correlated over time.
“Findings show that the subtests correlated over time.”
Quote in the paperNot a substantial claim - Interpretationown data
The replication constitutes powerful evidence for the psychological reality of memory-focused and language-analytic learner types, over and above global high-aptitude and low-aptitude profiles.
“This constitutes powerful evidence for the psychological reality of memory-focused and language-analytic learner types, as suggested in early research (Skehan, 1986(Skehan, , 1998;;Wesche, 1981), over and above global high-aptitude and low-aptitude profiles.”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Skehan, 1986
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Skehan, 1998
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Wesche, 1981
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationreasoning
As individuals acquire additional languages and/or achieve higher levels of proficiency, they build up capital in the form of cumulative experience, which can pave the way to further learning.
“As individuals acquire additional languages and/or achieve higher levels of proficiency in the languages they know, they build up capital in the form of cumulative experience, which can pave the way to further learning.”
Quote in the paperSubstantial claim - Premisecitation
Language-learning experience can enhance the cognitive abilities facilitating the acquisition of subsequent languages.
“language-learning experience can enhance the cognitive abilities facilitating the acquisition of subsequent languages (Cockcroft et al., 2019;Linck et al., 2014;Rogers et al., 2017)”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Cockcroft et al., 2019
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Linck et al., 2014
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Rogers et al., 2017 source
Checked before — its earlier verdict is held back until a new check runs.
- Premisecitation
Deductive instruction has an equalising effect.
“the equalising effect of deductive instruction that has been reported in previous research (Erlam, 2005;Hwu & Sun, 2012;Hwu et al., 2014;Li et al., 2019;Sanz et al., 2016)”
Quote in the paperSubstantial claim0 of 3 sources checked - Interpretationown data
Input modality may be as important as the inductive-versus-deductive contrast in explicit instruction.
“our findings suggest that input modality may be as important as the inductive-versusdeductive contrast in explicit instruction.”
Quote in the paperSubstantial claim - Interpretationreasoning
We cannot draw any meaningful conclusions about the possible role of a high-aptitude profile in the mixed inductive group.
“we cannot draw any meaningful conclusions about the possible role of a high-aptitude profile in the mixed inductive group”
Quote in the paperSubstantial claim - Study design and conductreasoning
In the research design, the vocabulary-related memory dimension was effectively neutralised because participants had met the required threshold prior to starting any language lessons.
“In the research design of the present study, this dimension was effectively neutralised because participants had met the required threshold of vocabulary-related memory prior to starting any language lessons.”
Quote in the paperSubstantial claim- Rests on an assumption: (Working and associative) memory is important for vocabulary acquisition.
- Interpretationown data
Such an approach may help level the playing field between learners with different cognitive abilities by compensating for weaknesses in language-analytic ability in particular.
“such an approach may help level the playing field between learners with different cognitive abilities by compensating for weaknesses in language-analytic ability in particular.”
Quote in the paperSubstantial claim - Study design and conductcitation
Internal consistency (Cronbach's alpha) coefficients range from 0.73 to 0.91 for individual subtests.
“Internal consistency (Cronbach's alpha) coefficients range from 0.73 to 0.91 for individual subtests.”
Quote in the paperNot a substantial claim
- Probably not a substantial claim. 46
- It may state two separate claims as one. 48
- The quote only partly states this claim. 2
Probably not a substantial claim.
PremisecitationATI effects are to be expected.
“More recently, scholars have likewise pointed out that ATI effects are to be expected (Grañena, 2013c;Kormos, 2013;Wen et al., 2017).”
Quote in the paperSubstantial claim1 of 3 sources checkedProbably not a substantial claim. The paper’s conclusions may not depend on it.
Findingown dataParticipants had generally quite positive views of the instruction they experienced, with a mean of 3.6 on a 5-point scale.
“participants had generally quite positive views of the instruction they experienced, with a mean of 3.6 on a 5-point scale.”
Quote in the paperNot a substantial claimIt may state two separate claims as one.
Findingown dataPerceptions of the instructional materials explained a small amount of variance on Posttest 1, but this variable lost its significance for Posttest 2.
“Perceptions of the instructional materials explained a small amount of variance on Posttest 1, but this variable lost its significance for Posttest 2.”
Quote in the paperNot a substantial claimIt may state two separate claims as one.
Findingown dataAge correlated with level of education, but a partial correlation controlling for education confirmed that the role of age was not an artefact: age was still associated with posttest scores even when level of education was factored out (r_p = 0.338, p < .001).
“Age correlated with level of education, but a partial correlation controlling for education confirmed that the role of age was not an artefact: Age was still associated with posttest scores even when level of education was factored out (r p = 0.338, p < .001).”
Quote in the paperSubstantial claimIt may state two separate claims as one.
Findingown dataThe sample as a whole shows various associations between the LLAMA subtests and the O-Span task, though not with the SRT task.
“the sample as a whole shows various associations between the LLAMA subtests and the O-Span task, though not with the SRT task.”
Quote in the paperNot a substantial claim- Rests on an assumption: Missing data in the SRT task is missing at random.
It may state two separate claims as one.
Findingown dataThe written inductive group performed best and the mixed deductive group worst, with the exception of the SRT task, where all groups performed very similarly.
“Scrutiny of the tables suggests that the written inductive group performed best and the mixed deductive group worst-with the exception of the SRT task, where all groups performed very similarly.”
Quote in the paperNot a substantial claimIt may state two separate claims as one.
Findingown dataAcross the sample as a whole, three consistent statistical predictors of L2 outcome in terms of posttest scores were identified, with the phonetic and language-analytic ability factor emerging as the strongest predictor, followed by level of multilingualism and chronological age.
“Across the sample as a whole, we identified three consistent statistical predictors of L2 outcome in terms of posttest scores, with the phonetic and language-analytic ability factor emerging as the strongest predictor, followed by level of multilingualism and chronological age.”
Quote in the paperSubstantial claim- Rests on an assumption: Participants' self-reported multilingualism scores accurately reflect their language proficiency.
It may state two separate claims as one.
Findingown dataPosttests 1 and 2 correlate, indicating consistent performance across the outcome measures for the two targeted features.
“Posttests 1 and 2 correlate, indicating consistent performance across the outcome measures for the two targeted features.”
Quote in the paperNot a substantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
Findingown dataThe descriptive statistics show a spread of scores on all variables, indicating individual learner differences across the board.
“The descriptive statistics show a spread of scores on all variables, indicating individual learner differences across the board.”
Quote in the paperNot a substantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
Findingown dataLLAMA D was the most challenging subtest with a mean facility value of just 25%.
“LLAMA D was the most challenging subtest with a mean facility value of just 25%.”
Quote in the paperNot a substantial claimIt may state two separate claims as one.
Findingown dataCorrelations with posttest scores of some or all the LLAMA subtests D, E, and F are in evidence in the inductive groups (written, auditory, and mixed), but not in the mixed deductive group, where none of the cognitive ability measures are significantly associated with posttest performance.
“Correlations with posttest scores of some or all the LLAMA subtests D, E, and F are in evidence in the inductive groups (written, auditory, and mixed), but not in the mixed deductive group, where none of the cognitive ability measures are significantly associated with posttest performance”
Quote in the paperSubstantial claim- Rests on an assumption: The reliability of LLAMA D (alpha = 0.63) is sufficient for the analyses in which it is used.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
Findingown dataThe final sample was distributed somewhat unevenly across the experimental conditions: auditory inductive, n = 33; written inductive, n = 45; mixed inductive, n = 31; mixed deductive, n = 27.
“The final sample was distributed somewhat unevenly across the experimental conditions: auditory inductive, n = 33; written inductive, n = 45; mixed inductive, n = 31; mixed deductive, n = 27.”
Quote in the paperNot a substantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
Findingown dataThe final sample comprised 136 participants who completed the exit questionnaire and thereby indicated their intention to finish the study.
“The final sample comprised 136 participants who completed the exit questionnaire and thereby indicated their intention to finish the study.”
Quote in the paperNot a substantial claim- Rests on an assumption: The vocabulary test is a valid measure of readiness for the language lessons.
Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
Findingown dataMean performance on the O-Span task is strong, whereas the mean LLAMA scores are all below 50%.
“It is worth noting that mean performance on the O-Span task is strong, whereas the mean LLAMA scores are all below 50%.”
Quote in the paperNot a substantial claimIt may state two separate claims as one.
Findingown dataLLAMA D, LLAMA E, and LLAMA F consistently correlate with posttest performance.
“LLAMA D, LLAMA E, and LLAMA F consistently correlate with posttest performance.”
Quote in the paperSubstantial claim- Rests on an assumption: The reliability of LLAMA D (alpha = 0.63) is sufficient for the analyses in which it is used.
Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
Findingnone givenIn the pilot study, the technical side of the study worked as intended, and the various tests exhibited good or very good reliability.
“The technical side of the study worked as intended, and the various tests exhibited good or very good reliability.”
Quote in the paperNot a substantial claimIt may state two separate claims as one.
Findingown dataPerceptions of the instructional materials and level of education correlate weakly with Posttest 1, though the relationships lose their significance for Posttest 2.
“Perceptions of the instructional materials and level of education likewise correlate weakly with Posttest 1, though the relationships lose their significance for Posttest 2.”
Quote in the paperNot a substantial claimIt may state two separate claims as one.
FindingreasoningThe memory factor and implicit sequence learning ability did not predict learners' posttest performance.
“The memory factor and implicit sequence learning ability did not predict learners' posttest performance.”
Quote in the paperSubstantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
Findingnone givenOur learner profiles included an attitudinal component and an experiential component.
“our learner profiles included an attitudinal component (perceptions of the instructional materials) and an experiential component (level of multilingualism).”
Quote in the paperNot a substantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
Study design and conductown dataTwo outliers who scored 50% accuracy or below were removed from analyses involving the O-Span task.
“Two outliers who scored 50% accuracy or below were removed from analyses involving the O-Span task.”
Quote in the paperNot a substantial claim- Rests on an assumption: The two outliers removed from the O-Span analyses are not representative of the population.
It may state two separate claims as one.
PremisecitationExplicit abilities facilitate learning under explicit conditions, but implicit abilities do not.
“In other words, explicit abilities facilitate learning under explicit conditions, but implicit abilities do not.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Grañena & Yilmaz, 2018
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
It may state two separate claims as one.
Premisenone givenATI studies that aim for ecological validity with their instructional treatments and also measure a full range of aptitude components are rare, and none of them are recent.
“To conclude, ATI studies that aim for ecological validity with their instructional treatments and also measure a full range of aptitude components are rare, and, importantly, none of them are recent.”
Quote in the paperNot a substantial claimIt may state two separate claims as one.
PremisecitationExplicit aptitude may be relevant in both explicit and implicit learning conditions, and may be more important in naturalistic learning conditions where no scaffolding is available.
“While surprising at first glance, this finding chimes with earlier theoretical arguments that (explicit) aptitude may be relevant in both explicit and implicit learning conditions (Robinson, 2005;Skehan, 2002), and that (explicit) aptitude may in fact be more important in naturalistic (i.e., implicit, or at least incidental) learning conditions where no scaffolding is available (Abrahamsson & Hylt”
Quote in the paperSubstantial claim0 of 3 sources checkedIt may state two separate claims as one.
PremisecitationAn instructional approach that capitalises on learners' strengths leads to more successful outcomes in terms of both learner satisfaction and L2 attainment.
“In summary, the findings from Wesche's (1981) study suggest that an instructional approach that capitalises on learners' strengths leads to more successful outcomes in terms of both learner satisfaction and L2 attainment.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Wesche, 1981
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
PremisecitationThe relationship between WM and proficiency becomes stronger as L2 proficiency increases.
“On the one hand, the relationship between WM and proficiency was found to become stronger as L2 proficiency increased (Linck & Weiss, 2011), while on the other hand, the explanatory power of WM decreased as L2 proficiency increased (Serafini & Sanz, 2016).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Linck & Weiss, 2011
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
It may state two separate claims as one. The quote only partly states this claim.
PremisecitationRanta (2002) identified four learner types: strong across all measures, weak across all measures, analytically oriented, and memory oriented.
“A subsequent cluster analysis led to the identification of four learner types: Learners in Cluster 1 exhibited strong performance on all L2 measures as well as the metalinguistic task, while learners in Cluster 4 exhibited weak performance across all these measures.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Ranta, 2002 source
Probably not a substantial claim. The paper’s conclusions may not depend on it.
PremisecitationTwo main learner profiles identified by MLAT research are analytically oriented and memory-oriented learners.
“Research in the 1980s that made use of the Modern Language Aptitude Test (MLAT; Carroll & Sapon, 1959) identified two main profiles: analytically oriented and memory-oriented learners (Skehan, 1986;Wesche, 1981).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Skehan, 1986
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Wesche, 1981
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
It may state two separate claims as one.
PremisecitationExplicit and implicit aptitudes are distinct from each other and from WM.
“While both explicit and implicit aptitudes are componential constructs, they are distinct not only from each other (see Li, 2022, for an up-to-date overview) but also from WM.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Li, 2022
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
It may state two separate claims as one.
PremisecitationIt is possible to compensate for learners' weaknesses, as suggested by the finding that deductive instruction can minimise the impact of differences in cognitive abilities.
“At the same time, and just as importantly, it also seems to be possible to compensate for learners' weaknesses, as suggested by the finding that deductive instruction can minimise the impact of differences in cognitive abilities.”
Quote in the paperSubstantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
Study design and conductown dataSignificant divergence from a normal distribution was observed in a number of instances, and analyses involving these variables employed nonparametric statistical tests.
“Significant divergence from a normal distribution was observed in a number of instances, and analyses involving these variables employed nonparametric statistical tests”
Quote in the paperNot a substantial claimProbably not a substantial claim. It may state two separate claims as one.
PremisecitationHigh-aptitude participants may have been able to bring to bear their superior language-analytic abilities in the untimed written test format, but could not draw on their explicit knowledge and engage in monitoring to the same extent in the paced auditory test format.
“By way of explanation, she argued that high-aptitude participants may have been able to bring to bear their superior language-analytic abilities in the untimed written test format, but could not draw on their explicit knowledge and engage in monitoring to the same extent in the paced auditory test format (Grañena, 2013c).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Grañena, 2013c
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
It may state two separate claims as one.
Premisenone givenInstructional approaches that play to learners' strengths can lead to greater learner satisfaction and better learning outcomes.
“Existing research has further shown that instructional approaches that play to learners' strengths can lead to greater learner satisfaction and better learning outcomes.”
Quote in the paperNot a substantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
Study design and conductnone givenData analysis for the O-Span task is based on a partial-credit scoring system that resulted in higher reliability than dichotomous scoring.
“Data analysis is based on a partial-credit scoring system that resulted in higher reliability than dichotomous scoring.”
Quote in the paperNot a substantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
PremisecitationUnsuccessful learners are above all constrained by weaknesses in phonetic coding ability.
“He further proposed that unsuccessful learners were above all constrained by weaknesses in phonetic coding ability.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Skehan, 1998
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
PremisecitationThe explanatory power of WM decreases as L2 proficiency increases.
“On the one hand, the relationship between WM and proficiency was found to become stronger as L2 proficiency increased (Linck & Weiss, 2011), while on the other hand, the explanatory power of WM decreased as L2 proficiency increased (Serafini & Sanz, 2016).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Serafini & Sanz, 2016
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
PremisecitationStrong language-analytic ability may play a role up to a certain level of L2 proficiency, but ultimately excellent memory ability is the most crucial aptitude component.
“Several years later, Skehan (1998) conjectured that strong language-analytic ability may play a role up to a certain level of L2 proficiency, but that, ultimately, excellent memory ability allowing for the retention of large quantities of linguistic material was the most crucial aptitude component.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Skehan, 1998
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim. The paper may give no reason why it holds.
PremisereasoningThere have been no attempts yet to investigate the interaction of different treatment conditions with the full range of aptitude components as conceptualised in current theorising: explicit aptitude, implicit aptitude, and WM.
“In other words, there have been no attempts yet to investigate the interaction of different treatment conditions with the full range of aptitude components as conceptualised in current theorising: explicit aptitude, implicit aptitude, and WM-a gap our study set out to fill.”
Quote in the paperNot a substantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
InterpretationreasoningAnother potentially complementary reason is that the two features differed in quantitative terms (three vs. six inflections), whereas a qualitative difference in complexity may be required for learning difficulty to increase measurably.
“Another, potentially complementary reason is the fact that the two features differed in quantitative terms (three vs. six inflections), whereas a qualitative difference in complexity may be required for learning difficulty to increase measurably.”
Quote in the paperNot a substantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
Study design and conductown dataOut of the 176 participants who began the study, 7 had to be excluded because they failed a vocabulary test three times; the other 33 decided not to continue to the exit questionnaire.
“Out of the 176 participants who began the study, 7 had to be excluded because they failed a vocabulary test three times; the other 33 decided not to continue to the exit questionnaire.”
Quote in the paperNot a substantial claim- Rests on an assumption: The vocabulary test is a valid measure of readiness for the language lessons.
Probably not a substantial claim. It may be too vague to check against evidence.
Interpretationown dataA larger study with sufficient statistical power to conduct inferential analyses may yield an ATI effect.
“suggesting that a larger study with sufficient statistical power to conduct inferential analyses may yield an ATI effect.”
Quote in the paperNot a substantial claimProbably not a substantial claim.
PremisecitationSpecific cognitive capacities map onto information-processing stages in L2 learning.
“Second, attempts have been made to map aptitude components onto information-processing stages that characterise the L2 learning process (Skehan, 2002”
Quote in the paperSubstantial claim0 of 2 sources checkedProbably not a substantial claim.
PremisecitationPatterns of abilities need to be matched to learning tasks.
“First, the proposal of a small number of aptitude complexes that differentially relate to learning outcomes under different processing conditions suggests that patterns of abilities need to be matched to learning tasks (Robinson, 2001”
Quote in the paperSubstantial claim0 of 2 sources checkedProbably not a substantial claim. The paper’s conclusions may not depend on it.
PremisecitationIn general, reliability of above 0.4 is deemed acceptable for measures of implicit processes.
“In general, reliability of above 0.4 is deemed acceptable for measures of implicit processes (Grañena, 2020).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Grañena, 2020 source
It may state two separate claims as one.
PremisecitationATIs are of theoretical import because they can give insight into the processes that link learner-internal and learner-external variables and contribute to understanding how language learning operates.
“ATIs are of theoretical import, since they can give insight into the processes that link learner-internal and learner-external variables and can thus contribute to our understanding of how language learning operates (DeKeyser, 2012).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites DeKeyser, 2012 source
Probably not a substantial claim. The paper’s conclusions may not depend on it.
InterpretationreasoningOne possible reason for the similar posttest performance is that the ordering of features scaffolded learners successfully from the less complex to the more complex paradigm, enabling them to handle the increasing challenge.
“One possible reason for this is that the ordering of features was such that learners were scaffolded successfully from the less complex to the more complex paradigm and were therefore able to handle the increasing challenge.”
Quote in the paperNot a substantial claimIt may state two separate claims as one.
PremisecitationThe tasks used to measure implicit aptitude in L2 research to date are not necessarily highly reliable, often do not correlate with each other, and vary in their predictive power.
“At the same time, the tasks that have been used to measure implicit aptitude in L2 research to date are not necessarily highly reliable, often do not correlate with each other, and vary in their predictive power (Perruchet, 2021), so in this sense, caution is in order.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Perruchet, 2021 source
It may state two separate claims as one.
Study design and conductown dataMean accuracy on the mathematical problems preceding letter recall in the O-Span task was high at 93%, indicating that participants engaged with the task as intended.
“Mean accuracy was high at 93%, indicating that participants engaged with the task as intended.”
Quote in the paperNot a substantial claimIt may state two separate claims as one.
PremisecitationSpecific instructional approaches cannot only play to learners' strengths, but can also be used to compensate for weaknesses.
“In sum, Erlam's (2005) results suggest that specific instructional approaches cannot only play to learners' strengths, but can also be used to compensate for weaknesses.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Erlam, 2005 source
It may state two separate claims as one.
PremisereasoningUnderstanding ATIs can help optimise L2 instruction because ATI research can show whether and why a particular teaching approach works better with some learners than others.
“Theoretical considerations are complemented by practical relevance: Understanding ATIs can help optimise L2 instruction because ATI research can show whether and why a particular teaching approach works better with some learners than others.”
Quote in the paperSubstantial claimProbably not a substantial claim.
PremisecitationOver and above cognitive abilities, attitudes can play a role in determining L2 success.
“over and above cognitive abilities, attitudes can play a role in determining L2 success (Carroll, 1981)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Carroll, 1981
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
Study design and conductown dataThe data set is not complete, so participant numbers vary between treatment groups and between individual analyses.
“This data set is not complete, however, so participant numbers vary between treatment groups and between individual analyses, as reported below.”
Quote in the paperNot a substantial claimIt may state two separate claims as one.
PremisereasoningSome of the morphemes in the genitive of negation are identical with the three morphemes featuring in nominative adjective-noun gender agreement, while others are different.
“Moreover, some of these morphemes are identical with the three morphemes featuring in nominative adjective-noun gender agreement, while others are different (see Table 1).”
Quote in the paperSubstantial claimProbably not a substantial claim.
PremisecitationHigh-aptitude participants showed improved performance in the written test modality.
“Using auditory and written grammaticality judgment tasks, Grañena (2013c) reported that high-aptitude participants showed improved performance in the written test modality.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Grañena, 2013c
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
PremisecitationWM should be considered a component of aptitude because it is predictive of L2 attainment.
“The argument that WM should be considered a component of aptitude because it is predictive of L2 attainment goes back to the 1990s (McLaughlin, 1995;Miyake & Friedman, 1998) and has since gained considerable support (Juffs & Harrington, 2011;Linck et al., 2014;Wen et al., 2017).”
Quote in the paperNot a substantial claim0 of 3 sources checkedIt may state two separate claims as one.
PremisereasoningImplicit aptitude does not appear to facilitate learning under implicit conditions, but this result cannot be regarded as conclusive.
“Implicit aptitude does not appear to facilitate learning under implicit conditions, but given the limited evidence available to date, this result cannot be regarded as conclusive, so the role of implicit aptitude in different instructional contexts requires further scrutiny.”
Quote in the paperSubstantial claimIt may state two separate claims as one.
Premisenone givenAdjective-noun gender agreement requires the distinction of three morphemes in the nominative case, whereas the genitive of negation requires the distinction of six morphemes, three in the accusative case in positive sentences and three in the genitive case in negative sentences.
“Adjective-noun gender agreement requires the distinction of three morphemes in the nominative case, whereas the genitive of negation requires the distinction of six morphemes, three in the accusative case in positive sentences and three in the genitive case in negative sentences.”
Quote in the paperSubstantial claimProbably not a substantial claim.
PremisecitationLearning difficulty of a linguistic feature depends on a number of variables, including frequency in the input, perceptual salience, communicative redundancy, the relative transparency of a form-meaning mapping, and formal complexity.
“Learning difficulty of a linguistic feature depends on a number of variables, including frequency in the input, perceptual salience, communicative redundancy, the relative transparency of a form-meaning mapping, and formal complexity (DeKeyser, 2005).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites DeKeyser, 2005 source
Probably not a substantial claim. It may be too vague to check against evidence. The paper’s conclusions may not depend on it.
PremisecitationAn ability describes a relation between characteristics of individuals and characteristics of the task they perform with varying degrees of success.
“Carroll (1990), for instance, argued that an ability describes a relation between characteristics of individuals and characteristics of the task they perform with varying degrees of success, and he encouraged researchers to examine variations in the difficulty of cognitive tasks as a function of their characteristics.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Carroll, 1990
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
PremisecitationATI research, with its simultaneous focus on learner-internal individual difference variables, learner-external variables, and L2 outcomes, is widely acknowledged as important.
“The importance of ATI research with its simultaneous focus on learner-internal individual difference variables, learner-external variables in the sense of learning setting and instructional approach, and L2 outcomes is widely acknowledged (DeKeyser, 2012”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites DeKeyser, 2012 source
- cites Kempe & Brooks, 2011
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Kidd et al., 2018
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim. The paper may give no reason why it holds.
Premisenone givenInput modality has hitherto been neglected in the field.
“In addition to the inductive-deductive contrast in explicit instruction, we emphasise the importance of input modality, which has hitherto been neglected in the field.”
Quote in the paperNot a substantial claimIt may state two separate claims as one.
Premisenone givenAptitude is an important predictor of L2 outcomes, but its precise role depends on learners' level of L2 proficiency, with greater effects expected at lower or beginner levels.
“Research to date has shown that while aptitude is an important predictor of L2 outcomes, its precise role depends on learners' level of L2 proficiency, with greater effects expected at lower or beginner levels.”
Quote in the paperNot a substantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.
Interpretationnone givenA possible explanation for the role of age is that older participants put in more effort and engaged with the instructional materials with greater seriousness than younger participants.
“A possible explanation for the role of age is that older participants put in more effort and engaged with the instructional materials with greater seriousness than younger participants.”
Quote in the paperNot a substantial claimIt may state two separate claims as one.
PremisecitationInductive instruction benefited learners with strong language-analytic ability, structured input-based instruction benefited learners with strong language-analytic ability and WM, and deductive instruction was of equal benefit to all learners.
“Results show that inductive instruction benefited learners with strong language-analytic ability, structured input-based instruction benefited learners with strong language-analytic ability and WM, and deductive instruction was of equal benefit to all learners.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Erlam, 2005 source
Probably not a substantial claim. The paper’s conclusions may not depend on it.
PremisereasoningThe reported pattern of results on implicit aptitude is based on just two studies, so caution is in order.
“Having said this, the reported pattern of results is based on just two studies, so caution is in order.”
Quote in the paperNot a substantial claimIt may state two separate claims as one.
Study design and conductown dataPartial-credit scoring of LLAMA E and LLAMA F resulted in higher reliability than dichotomous scoring, so the analyses reported below are based on partial-credit scores.
“As this resulted in higher reliability than dichotomous scoring, the analyses reported below are based on partial-credit scores.”
Quote in the paperSubstantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
Study design and conductown dataLLAMA D was based on version 2 and resulted in alpha = 0.63.
“LLAMA D was based on version 2 and resulted in alpha = 0.63.”
Quote in the paperNot a substantial claim- Rests on an assumption: The reliability of LLAMA D (alpha = 0.63) is sufficient for the analyses in which it is used.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
Study design and conductnone givenParticipants who had 50% or more missing data were excluded from analyses involving the SRT task.
“Participants who had 50% or more missing data were excluded from analyses involving the SRT task.”
Quote in the paperNot a substantial claim- Rests on an assumption: Missing data in the SRT task is missing at random.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
InterpretationreasoningAnother possible reason for the absence of predictive power of the SRT task is the difference in stimulus domain between the SRT task and the language learning task.
“Another possible reason may be found in the difference in stimulus domain between the SRT task, which relies on nonverbal visual stimuli that are devoid of meaning, and the language learning task participants engaged in during the lessons.”
Quote in the paperNot a substantial claimIt may state two separate claims as one.
Study design and conductcitationThe new version 3 of LLAMA is much improved in terms of performance, reliability, and validity.
“the new version 3 (https://llamatests.org) is much improved in terms of performance, reliability, and validity (see Rogers et al., 2023)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Rogers et al., 2023 source
Probably not a substantial claim. The paper’s conclusions may not depend on it.
Study design and conductcitationTest-retest reliability has been assessed on the basis of a subsample of 94 participants who were tested and then retested after a 4-week interval.
“Test-retest reliability has been assessed on the basis of a subsample of 94 participants who were tested and then retested after a 4-week interval.”
Quote in the paperNot a substantial claimIt may state two separate claims as one.
InterpretationreasoningAs a single input modality, the written condition brought individual differences to the fore, but it was more forgiving than the auditory condition because it allowed several learner types to succeed.
“as a single input modality, the written condition brought individual differences to the fore, but it was more forgiving than the auditory condition because it allowed several learner types to succeed, since strengths in both language-analytic and memory ability could be exploited (see also Grañena, 2013c).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Grañena, 2013c
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
Study design and conductreasoningWe did not include any delayed posttests.
“we did not include any delayed posttests due to the practical challenge of having to persuade participants to return yet again after completing lengthy sessions spread over several days.”
Quote in the paperNot a substantial claimIt may state two separate claims as one. The quote only partly states this claim.
Interpretationown dataThe present results bear out the expectations that language-analytic ability is important for grammar learning and phonetic coding ability plays a role at the earliest stages.
“Our results bear out these expectations: The participants were complete beginners, and the learning targets were two regular morphological features.”
Quote in the paperSubstantial claimProbably not a substantial claim. It may be too vague to check against evidence.
InterpretationreasoningWe are a step closer to potentially providing instructional conditions that can maximise L2 learning success.
“we are a step closer to potentially providing instructional conditions that can maximise L2 learning success.”
Quote in the paperNot a substantial claimIt may state two separate claims as one.
Study design and conductcitationThe LLAMA suite as a whole yielded intraclass correlations of 0.64 (agreement) and 0.76 (consistency), which is deemed fair to good.
“The LLAMA suite as a whole yielded intraclass correlations of 0.64 (agreement) and 0.76 (consistency), which is deemed fair to good (Rogers et al., 2024).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Rogers et al., 2024
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
It may state two separate claims as one.
Interpretationown dataThe advantage only takes effect if learners are strong in terms of language analysis and/or memory.
“the advantage only takes effect if learners are strong in terms of language analysis and/or memory.”
Quote in the paperSubstantial claimProbably not a substantial claim.
PremisecitationMemory is considered most important at more advanced stages when knowledge is proceduralised and automaticity of retrieval that manifests itself in fluent performance is achieved.
“memory is considered most important at more advanced stages when knowledge is proceduralised and automaticity of retrieval that manifests itself in fluent performance is achieved (Skehan, 2016)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Skehan, 2016 source
Probably not a substantial claim. The paper’s conclusions may not depend on it.
PremisecitationThe LLAMA suite is the only viable aptitude measure that is available to L2 researchers working with international multilingual samples.
“the LLAMA suite is the only viable aptitude measure that is available to L2 researchers working with international multilingual samples (Roehr-Brackin, 2021)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Roehr-Brackin, 2021
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
It may state two separate claims as one.
InterpretationreasoningIn the written condition, higher levels of cognitive ability were needed as well, but these abilities were not (or were less) dependent on phonetic coding ability.
“in the written condition, higher levels of cognitive ability were needed as well, but these abilities were not (or were less) dependent on phonetic coding ability.”
Quote in the paperSubstantial claimIt may state two separate claims as one.
PremisecitationThe predictive power of aptitude is well evidenced and has been observed above all in explicit instructional conditions.
“The predictive power of aptitude is well evidenced (Li, 2016) and has been observed above all in explicit instructional conditions (Grañena & Yilmaz, 2018;Skehan, 2015)”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Li, 2016
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Grañena & Yilmaz, 2018
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Skehan, 2015
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
PremisecitationImplicit aptitude may not come into play until learners reach more advanced stages.
“implicit aptitude may not come into play until learners reach more advanced stages (Li, 2022)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Li, 2022
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim. It may state two separate claims as one.
Study design and conductnone givenOur participant sample was not as large as we would have wished, resulting in uneven numbers across experimental conditions and too few cases in some cells.
“our participant sample was not as large as we would have wished, resulting in uneven numbers across experimental conditions and too few cases in some of the cells in the analysis of ATI effects.”
Quote in the paperSubstantial claimIt may state two separate claims as one.
Interpretationown dataThe ATI effects uncovered point to the importance of input modality and potentially learners' perceptual abilities/preferences.
“the ATI effects we uncovered based on post hoc pairwise comparisons between clusters in the different experimental groups point to the importance of input modality and thus, potentially, also towards learners' perceptual abilities and/or preferences.”
Quote in the paperSubstantial claim
The paper relies on this without support.
The two target features (adjective-noun gender agreement and genitive of negation) are frequent in Polish.
“These features were chosen because they are frequent in the language and could therefore be embedded in ecologically valid learning materials that required minimal knowledge of vocabulary”
The paper relies on this without support.
The four instructional conditions and materials are ecologically valid, mirroring real-world language courses.
“The present study examined ATIs in four instructional conditions with online learning materials mirroring activities used in real-world language courses.”
“thus reflecting the nature of language learning materials used in the real world, whether in a classroom or online.”
The paper relies on this without support.
The reliability of LLAMA D (alpha = 0.63) is sufficient for the analyses in which it is used.
“LLAMA D was based on version 2 and resulted in alpha = 0.63.”
The paper relies on this without support.
The vocabulary test is a valid measure of readiness for the language lessons.
“7 had to be excluded because they failed a vocabulary test three times”
The paper relies on this without support.
Participants' self-reported multilingualism scores accurately reflect their language proficiency.
“participants were asked to report previously learned languages and to indicate their level of proficiency in each of these languages on a simple 4-point scale”
The paper relies on this without support.
Missing data in the SRT task is missing at random.
“Participants who had 50% or more missing data were excluded from analyses involving the SRT task.”
The paper relies on this without support.
The two outliers removed from the O-Span analyses are not representative of the population.
“Two outliers who scored 50% accuracy or below were removed from analyses involving the O-Span task.”
The paper relies on this without support.
The two posttest scores can be validly combined into a mean posttest score as the outcome measure.
“we combined the mean scores from Posttest 1 and Posttest 2 into a mean posttest score as the outcome measure.”
The paper relies on this without support.
(Working and associative) memory is important for vocabulary acquisition.
“At the same time, (working and associative) memory is also important for vocabulary acquisition.”
The paper relies on this without support.
Empirical findings on learner profiles are rare and typically at least two decades old.
“empirical findings on learner profiles are not only rare, but also typically at least two decades old.”
The paper relies on this without support.
The cluster analysis is the first in the ATI research field for more than two decades.
“the cluster analysis on which this finding is based has been, to the best of our knowledge, the first in the ATI research field for more than two decades”
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Written group was not best on all cognitive measures
MinorThe summary says the written inductive group performed best apart from the SRT task. For example, the auditory group's raw LLAMA D mean was 13.29, compared with 11.96 for the written group; the mixed inductive group also had the highest LLAMA B mean.
“Scrutiny of the tables suggests that the written inductive group performed best and the mixed deductive group worst-with the exception of the SRT task, where all groups performed very similarly.”
“LLAMA D 31 13.29 33.23 9.9 24.75 0 28 -0.097 .004”
Regression significance marks overstate the evidence
MinorTable 12 marks ΔF values of 7.890 and 9.820 with **, defined as p < .001. For the one-predictor additions shown, those F values give p-values of approximately .006 and .002, respectively-not below .001.
“ΔF 14.810 ** 7.890** 9.820**”
“*p < .05;**p < .001.”
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Metadata
- Authors
- Roehr‐Brackin, K., Baranowska, K., Pavlekovic, R., & Scheffler, P.
- Affiliations
- University of Essex (GB)
- Adam Mickiewicz University in Poznań (PL)
- Corresponding author
- Roehr‐Brackin, Karen
- Venue
- The Modern Language Journal
- Publisher
- Wiley
- Published
- 2024-11-17
- Volume
- 108
- Issue
- 4
- Pages
- 815-845
- ISSN
- 0026-7902 (ISSN-L)
- 1540-4781
- OpenAlex
- W4404494396
- Cited by
- 9
- References
- 69
- Citations by year
- 2026: 5 · 2025: 4
- FWCI
- 7.38
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Modern Language Journal (publishedVersion, cc-by)
- Open Access at Essex (University of Essex) (submittedVersion)
- Topics
- Social Sciences › Arts and Humanities › Language and Linguistics › EFL/ESL Teaching and Learning
- Social Sciences › Psychology › Developmental and Educational Psychology › Second Language Acquisition and Learning
- Social Sciences › Psychology › Developmental and Educational Psychology › Learning Styles and Cognitive Differences
- Keywords
- aptitude-treatment interaction, individual differences in learning, inductive instruction, deductive instruction, input modality, auditory input, second language acquisition, Polish as a second language, morphological features, multilingualism, age effects, learner profiles
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