Can grammatical morphemes be taught? Evidence of gestures influencing second language procedural learning in middle childhood
Open accessAbstract
What kind of practice makes perfect when children learn to use grammatical morphemes in a second language? Gestures are communicative hand and arm movements which teachers naturally employ as a teaching tool in the classroom. Gesture theory has proposed that gestures package information and previous studies suggest their value for teaching specific items, such as words, as well as abstract systems, such as language. There is broad consensus that implicit learning mechanisms in children are more developed than explicit ones and that everyday use of grammar is implicit and entails developing implicit knowledge. However, while many learners have difficulties acquiring new morpho-syntactic structures, such as the plural{-s} and 3 rd person possessive {-s} in English, research on gesture and syntax in middle childhood remains rare. The present study (N = 19) was conducted to better understand if gestures which embody grammatical morphemes during instruction can contribute to procedural learning. Using a novel task, the gesture speeded fragment completion task, our behavioral results show a decrease in mean response times after instruction in the test condition utilizing syntactically specific gestures. This increase in procedural learning suggests that learners in this age group can benefit from embodied instruction in the classroom which visually differentiates between grammatical morphemes which differ in meaning but sound the same.
AI snapshot
Written from the paper’s full text.
TL;DR
In a three-week classroom study with 11–12-year-old learners in Germany, gesture-based instruction for English plural {-s} and 3rd person possessive {-s} was tested with a novel gesture speeded fragment completion task. The syntactically specific two-gesture condition showed a larger pretest-to-posttest decrease in response time than the syntactically general one-gesture condition, with a significant session × condition interaction (p = .039).
Key findings
- Mean correct response time in the syntactically specific (two-gesture) condition decreased from 1.98 s (SD = .71) at pretest to 1.77 s (SD = .68) at posttest; in the syntactically general (one-gesture) condition it decreased from 1.94 s (SD = .75) to 1.84 s (SD = .71).
- Model comparison showed adding session improved fit, Chisq(1) = 4.59, p = .031; adding condition alone did not, Chisq(1) = 3.48, p = .061; adding the session × condition interaction did improve fit, Chisq(1) = 4.22, p = .039. A post hoc Tukey test showed the S (two-gesture) and G (one-gesture) conditions differed significantly at p < .05.
- Erroneously completed targets comprised 17.9% of the data, and response times slower than the individual cutoff (>2 SDs) excluded another 3.8%; after applying the cutoff, no responses were slower than 5.7 seconds.
- The authors interpret the results as suggesting that syntactically specific gestures can support procedural learning and semantic prediction, though the pattern was not universal across learners.
Methods
- Within-participant pretest-posttest design with 11–12-year-old primary school learners in urban Germany; the abstract reports N = 19, while the participants section describes 23 learners and the analysis includes students who completed both test sessions in both conditions. Instruction totaled four 60-minute lessons over four days (four hours).
- The gesture speeded fragment completion (GSF) task used 32 items per condition and 64 trials per participant; children viewed the first three morphemes in gesture form (e.g., the + dog + s) followed by a semantically related written fragment (e.g., n_ck) and response time was measured on completion. Conditions were blocked and counterbalanced; PsychoPy Experiment Builder v3.1.2 was used.
- Multilevel regression analyses were conducted in R Version 4.0.3 with the lme4 package, with subject as a random effect and session and condition as fixed effects; model fit was compared using log-likelihood/chi-square statistics.
Limitations
- Stated: it remains unclear why gesture-based training was more effective for some children than others; additional studies with different paradigms and more participants are required; the extent to which the gestural benefit generalizes to other syntactic learning situations remains to be explored.
- Stated: the GSF task may have been too complex because spelling knowledge is needed to access the concept and syntactic learning; four lessons may have been insufficient for consolidation for all children; a follow-up could space teaching over several weeks.
- Stated: confidence intervals were wide, not every learner showed a steeper session-to-session decrease in the syntactically specific condition, and there were large differences between learners. Evident from the text: the sample was a small convenience sample (23 described, 19 analyzed in the abstract), and the design compared two gesture conditions without a non-gesture or no-instruction control condition.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
23 of 64 cited sources checked · 16 supported · 0 flagged · accuracy not yet measured
- Premisecitation
Syntax can be taught.
“This is obviously not the case [32,33].”
Quote in the paperSubstantial claim2 of 2 sources checked- cites [32] M. Macedonia, 2019, Embodied Learning: Why at school the mind needs the body, Frontiers in Psychology [Internet]. source
The Second Language Learning (L2) and the Body section says Total Physical Response did not focus on syntax and describes its limits for teaching vocabulary. It does not address whether syntax can be taught; searches for syntax and grammar instruction found no passage that settles that claim. (LLM, conf=0.73)
Experimental — accuracy not yet measured - cites [33] Ortega G. Iconicity, 2017, sign lexical acquisition: A Review., Frontiers in Psychology [Internet] source
The Sign L2 Learning section describes instruction in individual signs and improved sign articulation after lessons, but does not address whether syntax can be taught. The Sign Iconicity and Linguistic Constraints section discusses grammatical structures without making a claim about teaching syntax (searched: syntax, grammar instruction). (LLM, conf=0.70)
Experimental — accuracy not yet measured
- Premisecitation
Gesture influences learning abstract concepts.
“Thus it is unsurprising that gesture has been shown to influence how we understand complex language [4] and learn abstract concepts [5].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [5] M Macedonia, 2012, Gestures enhance foreign language learning., Biolinguistics [Internet] source
- Premisecitation
Gesture influences how we understand complex language.
“Thus it is unsurprising that gesture has been shown to influence how we understand complex language [4] and learn abstract concepts [5].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [4] H Holle, 2012, Gesture Facilitates the Syntactic Analysis of Speech., Frontiers in Psychology [Internet] source
- Premisecitation
Neural representations of words consist of complex multimodal networks represented in sensory and motor brain areas in an experience-dependent way.
“Behavioral and neuroscientific studies suggest that the neural representations of words consist of complex multimodal networks represented in sensory and motor brain areas in an experience-dependent way [2,3].”
Quote in the paperSubstantial claim1 of 2 sources checked- cites [2] AM Glenberg, 2002, Grounding language in action., Psychonomic Bulletin & Review [Internet] source
The paper’s Abstract says words are mapped to modal perceptual symbols based on brain states involved in perception, and Experiment 1 links sentence comprehension to simulated action. It does not establish that word representations are complex multimodal networks located in sensory and motor brain areas, or that those networks are experience-dependent. The indexed passages provide section labels but no page numbers. (LLM, conf=0.84)
Experimental — accuracy not yet measured - cites [3] F. Pulvermüller, 2005, Brain mechanisms linking language and action, Nature Reviews Neuroscience [Internet] source
- Premisecitation
For more abstract words, gestured input at the level of the morpheme, as opposed to reading plus gestures at the sentence level, benefitted all learners, regardless of their initial level.
“Here it was found that for these more abstract words, gestured input at the level of the morpheme, as opposed to reading plus gestures at the sentence level, benefitted all learners, regardless of their initial level.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [61] N. Janzen Ulbricht, 2020, The Embodied Teaching of Spatial Terms: Gestures Mapped to Morphemes Improve Learning., Front Educ [Internet] source
The Differences Between Experimental Groups section reports a larger immediate gain in spatial-term ability for children taught with morpheme-level gestures than for those taught with sentence-level gestures and written text. The Summary says the groups’ results became less distinct over time. Our copy does not establish that morpheme-level gestures benefited all learners regardless of their initial level. (LLM, conf=0.84)
Experimental — accuracy not yet measured
- Findingown data
In the test condition using syntactically specific gestures, mean response times decreased after instruction in middle-childhood L2 learners (N = 19).
“our behavioral results show a decrease in mean response times after instruction in the test condition utilizing syntactically specific gestures.”
Quote in the paperSubstantial claim - Findingown data
Adding session as a predictor significantly improved the fit of the random effects model (Chisq(1)=4.59, p=.031).
“The resulting output seen in Fig 5 shows that adding session significantly improved the fit of the model, Chisq(1) = 4.59, p = .031.”
Quote in the paperSubstantial claim - Findingown data
Adding the interaction between session and condition significantly improved model fit (Chisq(1)=4.22, p=.039).
“However, adding the interaction between session and condition did significantly improve model fit, Chisq(1) = 4.22, p = .039.”
- Also stated in: § Discussion · boosted
“This is confirmed by the model output which includes an interaction between test session and test condition (p = .039*).”
- Also stated in: § Summary · plain
“this change was statistically significant (p = .039) as expressed in the mRandom_interaction model output which includes an interaction between session and condition.”
Quote in the paperSubstantial claim - Also stated in: § Discussion · boosted
- Findingown data
A post hoc Tukey test showed that the S (two-gesture) and G (one-gesture) conditions differed significantly at p < .05.
“A post hoc Tukey test showed that the S (two-gesture) and G (one-gesture) conditions differed significantly at p < .05.”
Quote in the paperSubstantial claim - Findingown data
The interaction between experimental group and session appears to be specific to the second time point or posttest in session 2.
“As can be seen from the output of the mRandom_condition model below, the interaction between the experimental group and session appears to be specific to the second time point or posttest in session 2.”
Quote in the paperSubstantial claim - Findingown data
Adding the fixed effect of condition did not significantly improve the model fit (Chisq(1)=3.48, p=.061).
“Adding the fixed effect of condition did not significantly improve the model, Chisq(1) = 3.48, p = .061.”
Quote in the paperSubstantial claim - Findingown data
For sixth-grade children, the same verbal information can be packaged in different ways.
“Importantly, our findings suggest that for sixth-grade children, the same verbal information can be packaged in different ways and that these nuanced differences may have important implications for teaching and learning syntax.”
Quote in the paperSubstantial claim - Findingown data
Following the gesture-based training, most grade-six children showed a larger pretest-to-posttest improvement on the gesture speeded fragment completion task in the syntactically specific (two-gesture) condition than in the syntactically general (one-gesture) condition.
“Specifically, following the gesture-based training, most grade-six children showed a larger pretest-to-posttest improvement on the gesture speeded fragment completion task, our test of procedural learning, in the syntactically specific (two-gesture) condition than in the syntactically general (one-gesture) condition.”
- Also stated in: § Discussion · plain
“Moving on to question two, this gain is found in the syntactically specific two-gesture condition.”
Quote in the paperSubstantial claim - Also stated in: § Discussion · plain
- Findingown data
Gestures can promote procedural knowledge for difficult L2 morpho-syntactic structures, such as the English plural {-s} and 3rd person possessive {-s}, in primary school.
“By combining gesture theory and research from the classroom, this paper provides evidence that gestures can promote procedural knowledge for difficult L2 morpho-syntactic structures, such as the English plural{-s} and 3rd person possessive{-s} in primary school.”
Quote in the paperSubstantial claim- Rests on an assumption: There is a need for more empirical work exploring student and teacher gestures in naturalistic classroom interactions, particularly for L2 teaching beyond vocabulary learning.
- Rests on an assumption: The English plural {-s} and 3rd person possessive {-s} are difficult L2 morpho-syntactic structures for primary school children.
- Findingown data
Under authentic teaching and learning conditions, the gesture training decreased the mean response time in the children's fragment completion performance.
“The main finding of this study is that under authentic teaching and learning conditions, the gesture training decreased the mean response time in the children’s fragment completion performance.”
- Also stated in: § Discussion · boosted
“Our study demonstrates that the aggregate of instructions and exercises encouraging these children to connect words and then noun and verb phrases to their sensorimotor experiences improved their fragment completion performance.”
Quote in the paperSubstantial claim - Also stated in: § Discussion · boosted
- Interpretationown data
Learners in middle childhood can benefit from embodied instruction in the classroom that visually differentiates between grammatical morphemes which differ in meaning but sound the same.
“This increase in procedural learning suggests that learners in this age group can benefit from embodied instruction in the classroom which visually differentiates between grammatical morphemes which differ in meaning but sound the same.”
Quote in the paperSubstantial claim - Premisecitation
Observing gestures triggers semantic processing.
“Because observing gesture triggers semantic processing [30,31] it is conceivable that gestures linked to L2 grammatical morphemes could help children learn.”
- Also stated in: § Gestures for thinking and speaking · plain
“Observing gestures triggers semantic processing [31,48] and related to L2 learning, gestures could allow linguistic units, such as the plural{-s} to be paired with a hand movement (see also [49]).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [30] SD Kelly, 2017 source
- cites [31] YC Wu, 2007, How iconic gestures enhance communication: An ERP study, Brain and Language [Internet]. source
- cites [48] SD Kelly, 2009, Brief training with co-speech gesture lends a hand to word learning in a foreign language, Language and Cognitive Processes [Internet] source
- Also stated in: § Gestures for thinking and speaking · plain
- Interpretationreasoning
The initial fluency level of learners is predictive of which type of gesture benefits fluency the most.
“This suggests that the initial fluency level of learners is predictive of which type of gesture benefits fluency the most.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [60] N. Janzen Ulbricht, 2018, An experiment on gesture and fluency in two German schools, ELT Journal [Internet] source
- Premiseown data
Learners with a lower initial speech rate benefitted more from gestures at the level of morphology.
“learners with a lower initial speech rate benefitted more from gestures at the level of morphology”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [60] N. Janzen Ulbricht, 2018, An experiment on gesture and fluency in two German schools, ELT Journal [Internet] source
- Interpretationown data
Response times from the syntactically specific condition in the second testing sessions suggest that many learners are able to exploit the semantic information in the syntactically specific gestures enough to be measured by the GSF task.
“Response times from the syntactically specific condition in the second testing sessions (p = .039 *) suggest that many learners are able to exploit the semantic information in the syntactically specific gestures enough to be measured by the GSF task.”
Quote in the paperSubstantial claim - Premisecitation
Results from the first experiment showed a difference in long-term fluency gain between the experimental conditions among high and low performers.
“Results from this first experiment showed a difference in long-term fluency gain between the experimental conditions among high and low performers.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [60] N. Janzen Ulbricht, 2018, An experiment on gesture and fluency in two German schools, ELT Journal [Internet] source
- Premiseown data
Learners with an initially higher speech rate benefitted more from reading plus sentence-level gestures.
“those with an initially higher speech rate benefitted more from reading plus sentence-level gestures”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [60] N. Janzen Ulbricht, 2018, An experiment on gesture and fluency in two German schools, ELT Journal [Internet] source
- Interpretationcitation
The transfer of concept learning from perceiving gestures in a social setting to solving a written task is in line with research showing that neglecting movement as a learning strategy leaves an important source of support under-utilized.
“The transfer of concept learning from perceiving gestures in a social setting to solving a written task is in line with research that shows that neglecting movement as a learning strategy leaves an important source of support under-utilized [80].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [80] M. Sambanis, 2020
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationreasoning
Children were able to use the additional information in the syntactically specific gestures for semantic prediction, resulting in a greater decrease in word fragment response time in the two-gesture test condition.
“Rather, considering the activities the training actually encompassed, this finding suggests that children were able to use the additional information in the syntactically specific gestures for semantic prediction resulting in a greater decrease in word fragment response time in the two-gesture test condition.”
Quote in the paperSubstantial claim - Interpretationreasoning
It is unlikely that sixth graders' improved performance in the syntactically specific condition is simply the result of faster fragment completion in the posttest, given that the phrases and fragments in both conditions were the same.
“Given that the phrases (and fragments) in both conditions were the same, it is unlikely that sixth graders’ improved performance in the syntactically specific condition is simply the result of faster fragment completion in the posttest.”
Quote in the paperSubstantial claim - Study design and conductnone given
The phrases and fragments in both conditions were the same.
“Given that the phrases (and fragments) in both conditions were the same, it is unlikely that sixth graders’ improved performance in the syntactically specific condition is simply the result of faster fragment completion in the posttest.”
Quote in the paperSubstantial claim
- Classified as probably not a substantial claim. 55
- May combine two claims. 19
Classified as probably not a substantial claim.
PremisecitationGestures must be semantically related to words in order to support long-term memory.
“However, gesture research suggests that gestures must be semantically related to words in order to support long term memory [32].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [32] M. Macedonia, 2019, Embodied Learning: Why at school the mind needs the body, Frontiers in Psychology [Internet]. source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationThe Gesture-for-Conceptualization Hypothesis states that gestures can schematize information and conceptually link hand movements not only to speaking but also to thinking itself.
“Gesture researchers have proposed the Gesture-for-Conceptualization Hypothesis (GfCH) which states that gestures can schematize information and conceptually link hand movements not only to speaking, but also more generally to thinking itself [29].”
- Also stated in: § Gestures for thinking and speaking · plain
“As previously mentioned, researchers have recently proposed the Gesture-for-Conceptualization Hypothesis (GfCH) stating that gestures schematize information and are conceptually linked to thinking as well as speaking [29].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [29] S Kita, 2017, How do gestures influence thinking and speaking? The gesture-for-conceptualization hypothesis., Psychological Review [Internet] source
- Also stated in: § Gestures for thinking and speaking · plain
Classified as probably not a substantial claim.
PremisecitationTwo at least partially independent neural systems, the declarative and procedural memory systems, underlie learning, representing and applying relevant knowledge.
“A leading tenet of neurobiological theory on learning and memory is that two at least partially independent neural systems, the declarative and procedural memory systems, underlie learning, representing and applying relevant knowledge [34–36].”
Quote in the paperSubstantial claim1 of 3 sources checkedClassified as probably not a substantial claim.
PremisecitationAdding gesture does not automatically improve learning outcomes.
“At the same time, research also shows that adding gesture does not automatically improve learning outcomes [18–22] leading researchers to call for more specific predictions about which gestures support learning and when these gestures will be helpful [23–25].”
Quote in the paperSubstantial claim3 of 5 sources checked- cites [18] SD Kelly, 2014, Exploring the role of hand gestures in learning novel phoneme contrasts and vocabulary in a second language., Frontiers Psychololgy [Internet] source
- cites [19] A Yeo, 2017, Teachers’ gestures and students’ learning: sometimes “hands off” is better, Cognitive Research: Principles and Implications [Internet] source
- cites [20] S Kelly, 2017, Metaphoric Gestures Facilitate Perception of Intonation More than Length in Auditory Judgments of Non-Native Phonemic Contrasts., Collabra: Psychology [Internet] source
- cites [21] Y Hirata, 2010, Effects of Lips and Hands on Auditory Learning of Second-Language Speech Sounds, J Speech Lang Hear Res [Internet] source
- cites [22] M Hoetjes, 2020, Using Gesture to Facilitate L2 Phoneme Acquisition: The Importance of Gesture and Phoneme Complexity., Front Psychol [Internet] source
Probably not a substantial claim: may not pass S1 (asserted).
PremisecitationIt is because gesture activates visual representations of concrete concepts that it facilitates learning.
“It is further hypothesized that it is because gesture activates visual representations of concrete concepts that it facilitates learning [33].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [33] Ortega G. Iconicity, 2017, sign lexical acquisition: A Review., Frontiers in Psychology [Internet] source
The Introduction says iconic gestures can facilitate word learning by helping learners connect perceptual features with a referent. It does not say that gesture does so by activating visual representations of concrete concepts; the Sign L2 Learning section describes a separate visualization condition but does not establish that mechanism. (LLM, conf=0.84)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).
InterpretationcitationEspecially for learning which is new, this result suggests that teaching over time is important in order to consolidate what has been learned.
“Especially for learning which is new, this result suggests that teaching over time is important in order to consolidate what has been learned [82].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [82] P Kelley, 2018, Making Memories: Why Time Matters., Front Hum Neurosci [Internet] source
- Rests on an assumption: Hebbian mechanisms for synaptic modification explain why consolidation of learning is an important concept.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThere is much research providing empirical support for the role of gestures in L2 learning for aspects such as speech comprehension, word memorization and pronunciation.
“There is much research providing empirical support for the role of gestures in L2 learning for aspects such as speech comprehension [9,10], word memorization [11,12] and pronunciation [13–17].”
Quote in the paperNot a substantial claim4 of 9 sources checked- cites [9] J Llanes-Coromina, 2018, Beat gestures help preschoolers recall and comprehend discourse information, Journal of Experimental Child Psychology [Internet]. source
The Discussion and Conclusions (page unavailable) report that beat gestures helped children comprehend narratives, supporting the speech-comprehension portion of the sentence. The study concerns children acquiring their first language, not L2 learning; it does not establish a benefit for L2 speech comprehension. The citation’s placement beside speech comprehension does not attribute the word-memorization or pronunciation portions to this source. (LLM, conf=0.87)
Experimental — accuracy not yet measured - cites [10] LM Morett, 2015, Emphasising sound and meaning: pitch gestures enhance Mandarin lexical tone acquisition. Language, Cognition and Neuroscience [Internet]. source
- cites [11] O Kushch, 2018, Prominence in speech and gesture favour second language novel word learning. Language, Cognition and Neuroscience [Internet]. source
- cites [12] F Baills, 2019, Observing and producing pitch gestures facilitates the learning of Mandarin Chinese tones and words., Studies in Second Language Acquisition [Internet] source
- cites [13] D Gluhareva, 2017, Training with rhythmic beat gestures benefits L2 pronunciation in discourse-demanding situations., Language Teaching Research [Internet] source
- cites [14] P Li, 2021, Training non-native aspirated plosives with hand gestures: learners’ gesture performance matters. Language, Cognition and Neuroscience [Internet]. source
- cites [15] F Ghaemi, 2018, The Impact of Visual Aids on the Retention of English Word Stress Patterns, International Journal of Applied Linguistics and English Literature [Internet] source
- cites [16] C Yuan, 2019, Observing pitch gestures favors the learning of Spanish intonation by Mandarin speakers., Studies in Second Language Acquisition [Internet] source
- cites [17] A Zhen, 2019, Manual directional gestures facilitate cross-modal perceptual learning., Cognition [Internet] source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationProcedural knowledge is quickly processed in parallel with other cognitive processes and thus places less of a burden on working memory.
“Procedural knowledge is quickly processed in parallel with other cognitive processes and thus places less of a burden on working memory [38].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [38] N de Jong, 2011, Fluency Training in the ESL Classroom: An Experimental Study of Fluency Development and Proceduralization, Language Learning [Internet] source
Probably not a substantial claim: may not pass S2 (checkable).
PremisecitationMeaning is embodied.
“This approach is consistent with the premise that meaning is embodied and that learning occurs as a result of collaboration with others in familiar socially constructed settings [70–72]”
Quote in the paperNot a substantial claim1 of 3 sources checked- cites [70] J. Bruner, 1983
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites [71] KJ Rohlfing, 2016, An Alternative to Mapping a Word onto a Concept in Language Acquisition: Pragmatic Frames., Frontiers in Psychology [Internet] source
In “Pragmatic Frames Consist of a Meaning and a Syntax” (page unavailable), the paper links meaning to bodily actions and says that extracting interaction patterns might involve “embodied abstraction.” Its conclusion also locates meaning in joint routines and participants’ contributions. These passages support an embodied aspect of meaning, but do not state the unqualified premise that meaning is embodied. (LLM, conf=0.79)
Experimental — accuracy not yet measured - cites [72] M Tomasello, 2012, Two Key Steps in the Evolution of Human Cooperation: The Interdependence Hypothesis, Current Anthropology [Internet]. source
Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).
PremisecitationLearning occurs as a result of collaboration with others in familiar socially constructed settings.
“This approach is consistent with the premise that meaning is embodied and that learning occurs as a result of collaboration with others in familiar socially constructed settings [70–72]”
Quote in the paperNot a substantial claim1 of 3 sources checked- cites [70] J. Bruner, 1983
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites [71] KJ Rohlfing, 2016, An Alternative to Mapping a Word onto a Concept in Language Acquisition: Pragmatic Frames., Frontiers in Psychology [Internet] source
- cites [72] M Tomasello, 2012, Two Key Steps in the Evolution of Human Cooperation: The Interdependence Hypothesis, Current Anthropology [Internet]. source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationA follow-up study using the same teaching methods investigated spatial term learning.
“A follow-up study using the same teaching methods investigated spatial term learning [61].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [61] N. Janzen Ulbricht, 2020, The Embodied Teaching of Spatial Terms: Gestures Mapped to Morphemes Improve Learning., Front Educ [Internet] source
Classified as probably not a substantial claim.
PremisecitationIn this experiment, a decrease in response time was evaluated as an increase in procedural learning, following Ferman and Karni [59].
“For example, following Ferman and Karni [59], in this experiment a decrease in response time was evaluated as an increase in procedural learning.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Ferman and Karni [59] S Ferman, 2010, No Childhood Advantage in the Acquisition of Skill in Using an Artificial Language Rule., PLoS One [Internet] source
Probably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataAfter applying the individual cutoff value, no responses were slower than 5.7 seconds.
“PsychoPy did not accept responses faster than 250 ms and after applying the individual cutoff value no responses were slower than 5.7 seconds, so no further cleaning was necessary.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataResponse times slower than the individual cutoff value excluded another 3.8% of the data.
“Erroneously completed targets comprised 17.9% of the data and response times slower than the individual cutoff value excluded another 3.8% of the data.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataIn the S (two-gesture) condition, average response time for correctly answered word fragments was 1.98 seconds (SD = .71) at pretest.
“This led to an average RT in the S (two-gesture) condition of 1.98 seconds (SD = .71) at pretest and 1.77 seconds (SD = .68) at posttest and an average RT in the G (one-gesture) condition of 1.94 seconds (SD = .75) at pretest and 1.84 seconds (SD = .71) at posttest.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataIn the S (two-gesture) condition, average response time for correctly answered word fragments was 1.77 seconds (SD = .68) at posttest.
“This led to an average RT in the S (two-gesture) condition of 1.98 seconds (SD = .71) at pretest and 1.77 seconds (SD = .68) at posttest and an average RT in the G (one-gesture) condition of 1.94 seconds (SD = .75) at pretest and 1.84 seconds (SD = .71) at posttest.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Findingown dataThese changes in response time show that there are large differences between learners.
“These changes in response time show that there are large differences between learners.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataIn the G (one-gesture) condition, average response time for correctly answered word fragments was 1.84 seconds (SD = .71) at posttest.
“This led to an average RT in the S (two-gesture) condition of 1.98 seconds (SD = .71) at pretest and 1.77 seconds (SD = .68) at posttest and an average RT in the G (one-gesture) condition of 1.94 seconds (SD = .75) at pretest and 1.84 seconds (SD = .71) at posttest.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataErroneously completed targets comprised 17.9% of the data.
“Erroneously completed targets comprised 17.9% of the data and response times slower than the individual cutoff value excluded another 3.8% of the data.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Findingown dataVisual inspection of Fig 3 suggests that a gain could be measured between pre and posttest in the syntactically specific condition.
“Visual inspection of Fig 3 suggests that a gain could be measured between pre and posttest in the syntactically specific condition.”
- Also stated in: § Discussion · plain
“Regarding question one, visual inspection of Fig 3 shows a gain in procedural learning between pre and posttest.”
Quote in the paperSubstantial claim- Also stated in: § Discussion · plain
May combine two claims.
Findingown dataIn the study, a fairly large number of subjects showed a steeper session-to-session decrease in response time for condition S, but the pattern was not universal.
“A fairly large number of subjects show a steeper session-to-session decrease in RT for condition S. But the pattern is not universal.”
- Also stated in: § Summary · plain
“While this was not true for every individual learner, as can be seen in Fig 4, this change was statistically significant (p = .039) as expressed in the mRandom_interaction model output which includes an interaction between session and condition.”
- Also stated in: § Discussion · plain
“As can be seen in Fig 4, this was not true for all learners, however, what this exactly means is not easy to interpret.”
Quote in the paperNot a substantial claim- Also stated in: § Summary · plain
Probably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataIn the G (one-gesture) condition, average response time for correctly answered word fragments was 1.94 seconds (SD = .75) at pretest.
“This led to an average RT in the S (two-gesture) condition of 1.98 seconds (SD = .71) at pretest and 1.77 seconds (SD = .68) at posttest and an average RT in the G (one-gesture) condition of 1.94 seconds (SD = .75) at pretest and 1.84 seconds (SD = .71) at posttest.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationL2-related research provides evidence that declarative knowledge may be converted into procedural knowledge and procedural (implicit) knowledge may be converted into declarative knowledge as a result of experience.
“L2 related research provides evidence that declarative knowledge may be converted into procedural knowledge (proceduralization of declarative knowledge) and procedural (implicit) knowledge may be converted into declarative knowledge as a result of experience [41].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [41] S Ferman, 2014, Explicit versus Implicit Instruction: Which Is Preferable for Learning an Artificial Morphological Rule in Children?, Folia Phoniatr Logop [Internet] source
Probably not a substantial claim: may not pass S4 (based).
Premisenone givenFew if any studies have practically examined the effect of gesture on procedural learning for L2 syntax in classroom settings with learners of primary school age.
“While the relationship between gesture and L2 teaching and syntax learning has been examined, few if any studies have practically examined the effect of gesture on procedural learning for L2 syntax in classroom settings with learners of primary school age.”
Quote in the paperNot a substantial claim- Rests on an assumption: Many learners begin formal second language learning in middle childhood/primary school age.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationMany learners fail to master appropriate L2 use and many teachers tend to be skeptical about their grammar instruction.
“Many learners fail to master appropriate L2 use and many teachers tend to be skeptical about their grammar instruction [44].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [44] M. Witt, 2018
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S4 (based). May combine two claims.
Study design and conductreasoningThe within-participant design, comparing children in the two test conditions to themselves, controls confounding variables so they cannot influence experimental outcomes.
“These and other confounding variables were dealt with by utilizing a within participant design, meaning that children in the two different test conditions were compared to themselves and thus cannot influence experimental outcomes.”
Quote in the paperNot a substantial claim- Rests on an assumption: Participant characteristics such as knowledge about L1 grammatical morphology influence individual L2 learning outcomes.
Classified as probably not a substantial claim.
PremisecitationThrough the procedural memory system, knowledge with a complex structure can be acquired to a large degree independently of awareness of both the process and product of acquisition.
“Through the procedural memory system knowledge with a complex structure can be acquired to a large degree independently of awareness of both the process and product of acquisition [37].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [37] S Ferman, 2009, The acquisition of a linguistic skill by adults: Procedural and declarative memory interact in the learning of an artificial morphological rule, Journal of Neurolinguistics [Internet] source
Classified as probably not a substantial claim. May combine two claims.
PremisecitationThe plural suffix -s and the -'s clitic marking the genitive case are important because they encode grammatical categories, are syntactically relevant, and are fully productive in that they can be attached regularly to any word of the appropriate class.
“In summary, I argue that the plural suffix -s and the -’s clitic marking the genitive case are important because they encode grammatical categories, are syntactically relevant and are fully productive in that they can be attached regularly to any word of the appropriate class [47] (see also [28]).”
Quote in the paperSubstantial claim0 of 2 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationMRCs are not only derived directly from linguistic input, but also from inferences made on the basis of logical, causal or pragmatic world knowledge.
“They specify that MRCs are not only derived directly from linguistic input, but also from inferences made on the basis of logical, causal or pragmatic world knowledge [52].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [52] H Brouwer, 2012, Getting real about Semantic Illusions: Rethinking the functional role of the P600 in language comprehension, Brain Research [Internet] source
Classified as probably not a substantial claim. May combine two claims.
PremisecitationPriming can reveal the nature of the connection between two units or the existence of shared representations.
“Aspects of word meanings are reflected in the topography of brain activation and priming corresponds to a transfer of activation between two lexical representations and can reveal the nature of the connection between the two units or the existence of shared representations [76].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [76] KI Forster, 1999, The Microgenesis of Priming Effects in Lexical Access, Brain and Language [Internet] source
Classified as probably not a substantial claim.
PremisecitationAdditional embodied semantic information can prime lexical representations.
“This, additional embodied semantic information can in turn prime lexical representations [64].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [64] W-M Roth, 2001, Gestures: Their Role in Teaching and Learning, Review of Educational Research [Internet]. source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductreasoningThe warm-up training sequence, in which written words were paired with gestures and then with pictures, served to familiarize children with the word-gesture pairs and to avoid children mapping the gesture for boy to unintended objects in the pictures.
“This sequence served to familiarize children with the word-gesture pairs and to avoid children mapping the gesture for boy to unintended objects in the pictures (e.g. the t-shirt the boy was wearing) had they seen the pictures first.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.
Study design and conductown dataThe words used to create the training and testing items were appealing, easy, and generally well known, as ranked by young L2 German speakers of English in an unpublished study.
“The words used to create the training and testing items were appealing, meaning they used words which were easy and generally well known, as ranked by young L2 German speakers of English in an unpublished study.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
Study design and conductown dataThe syntactically specific gestures made a visual distinction between their plural and possessive meanings, while the general 's' gesture did not.
“As previously mentioned, ‘s’ gestures in both conditions were iconic in that their form corresponded to their sound, but while the syntactically specific gestures in the upper half of Fig 2 made a visual distinction between their plural and possessive meanings, the general ‘s’ gesture in the lower half did not.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe test items were randomized in their order.
“Because the test items were randomized in their order and the order of which experimental condition came first was counterbalanced across participants, session tests consisted of different versions of the same test [73,74].”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationHeyman and colleagues created a task using stimuli with only one blank space, where stimuli have only one correct completion and the missing letter is always a vowel.
“Building on this general principle, Heyman and colleagues created a task using stimuli with only one blank space, where stimuli have only one correct completion and the missing letter is always a vowel [75].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [75] T Heyman, 2015, Using the speeded word fragment completion task to examine semantic priming., Behavior Research Methods [Internet] source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationA recent study investigated the influence of teacher gestures on oral fluency in a diverse group of primary school age children.
“To shed more light on gesture and L2 learning a recent study investigated the influence of teacher gestures on oral fluency in a diverse group of primary school age children [60].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [60] N. Janzen Ulbricht, 2018, An experiment on gesture and fluency in two German schools, ELT Journal [Internet] source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe order of which experimental condition came first was counterbalanced across participants.
“Because the test items were randomized in their order and the order of which experimental condition came first was counterbalanced across participants, session tests consisted of different versions of the same test [73,74].”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationIt is not clear which memory system is directly involved in any given linguistic task.
“While it is implicit knowledge which enables both L1 and L2 learners to use language productively [40], it is not clear which memory system is directly involved in any given linguistic task [23,24].”
Quote in the paperNot a substantial claim0 of 2 sources checkedClassified as probably not a substantial claim. May combine two claims.
PremisereasoningApplied to L2 learning, declarative knowledge includes knowledge of morphology and grammar rules and is processed slowly.
“Applied to L2 learning, declarative knowledge includes knowledge of morphology, as well as grammar rules and is processed slowly.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim. May combine two claims.
Study design and conductreasoningThe syntactically specific gestures visually distinguished between their plural and possessive meanings, while the general 's' gesture did not.
“All ‘s’ gestures were iconic in that their form corresponded to their sound, but while the syntactically specific gestures visually distinguished between their plural and possessive meanings, the general ‘s’ gesture did not.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataThe gestures used to create the training and testing items were deemed intuitive by young L2 German speakers of English who viewed the gestures and marked what they thought they had seen.
“The gestures used to create the training and testing items were deemed intuitive, as indicated by young L2 German speakers of English who viewed the gestures and marked on a list what they thought they had seen.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S4 (based). May combine two claims.
Premisenone givenProcedural knowledge requires a critical amount of practice and time and is sometimes conceptualized as implicit learning.
“Procedural knowledge requires a critical amount of practice and time and is sometimes conceptualized as implicit learning.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationImplicit knowledge enables both L1 and L2 learners to use language productively.
“While it is implicit knowledge which enables both L1 and L2 learners to use language productively [40], it is not clear which memory system is directly involved in any given linguistic task [23,24].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [40] J-U Keßler, 2011, Teaching grammar. Paderborn: Schöningh
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Classified as probably not a substantial claim. May combine two claims.
Premisenone givenDeclarative knowledge can be quickly learned, but is slower to use, necessitates more cognitive resources than procedural knowledge, and may be rapidly degraded.
“Declarative knowledge, associated with learning and using novel events and facts can be quickly learned, but is slower to use, necessitates more cognitive resources than procedural knowledge, and may be rapidly degraded.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe 's' gestures in both conditions were iconic in that their form corresponded to their sound.
“As previously mentioned, ‘s’ gestures in both conditions were iconic in that their form corresponded to their sound, but while the syntactically specific gestures in the upper half of Fig 2 made a visual distinction between their plural and possessive meanings, the general ‘s’ gesture in the lower half did not.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationPriming corresponds to a transfer of activation between two lexical representations.
“Aspects of word meanings are reflected in the topography of brain activation and priming corresponds to a transfer of activation between two lexical representations and can reveal the nature of the connection between the two units or the existence of shared representations [76].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [76] KI Forster, 1999, The Microgenesis of Priming Effects in Lexical Access, Brain and Language [Internet] source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoningSession tests consisted of different versions of the same test.
“Because the test items were randomized in their order and the order of which experimental condition came first was counterbalanced across participants, session tests consisted of different versions of the same test [73,74].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [73] N Hilger, 2017 source
- cites [74] K Murphy, 2005
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing).
Premisenone givenProcedural knowledge has been implicated in skill learning and habits.
“Procedural knowledge, in contrast, has been implicated in skill learning and habits.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
PremisecitationOne possibility to assess learning is to look at performance and production errors.
“one possibility to assess learning is to look at performance and production errors [68]”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [68] R. Ellis, 2012 source
- Rests on an assumption: It is difficult to directly view the rules and structures a learner has internalized.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenAll 's' gestures were iconic in that their form corresponded to their sound.
“All ‘s’ gestures were iconic in that their form corresponded to their sound, but while the syntactically specific gestures visually distinguished between their plural and possessive meanings, the general ‘s’ gesture did not.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisereasoningWhen meaningful gestures are combined with new words, learners may benefit because gestures can be perceptually similar to the referenced object or event and can add semantic information.
“When meaningful gestures are combined with new words, learners may benefit since gestures can be perceptually similar to the object or event being referenced and can thus add semantic information.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenIn the test, conditions were blocked so that each child received all 32 items in randomized order, with either the syntactically specific or the syntactically general condition first.
“Conditions were blocked, meaning that an individual child had all 32 items in randomized order with either the syntactically specific or the syntactically general condition first.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
PremisecitationNeglecting movement as a learning strategy leaves an important source of support under-utilized.
“The transfer of concept learning from perceiving gestures in a social setting to solving a written task is in line with research that shows that neglecting movement as a learning strategy leaves an important source of support under-utilized [80].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [80] M. Sambanis, 2020
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S2 (checkable).
Interpretationown dataThese nuanced differences in how verbal information is packaged may have important implications for teaching and learning syntax.
“Importantly, our findings suggest that for sixth-grade children, the same verbal information can be packaged in different ways and that these nuanced differences may have important implications for teaching and learning syntax.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationFerman and Karni [41] write that there is evidence that as a result of training and experience, implicit knowledge can become explicit in the sense that learners can become aware of the underlying structures and regularities (rules).
“Ferman and Karni [41] write: “There is evidence … that as a result of training and experience, implicit knowledge can become explicit in the sense that learners can become aware of the underlying structures and regularities (rules).””
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Ferman and Karni [41] S Ferman, 2014, Explicit versus Implicit Instruction: Which Is Preferable for Learning an Artificial Morphological Rule in Children?, Folia Phoniatr Logop [Internet] source
The paper relies on this without support.
Implicit learning mechanisms in children are more mature than explicit ones.
“It is known that implicit learning mechanisms in children are more mature than explicit ones and there is broad consensus that everyday use of grammar is implicit.”
The paper relies on this without support.
Everyday use of grammar is implicit.
“It is known that implicit learning mechanisms in children are more mature than explicit ones and there is broad consensus that everyday use of grammar is implicit.”
The paper relies on this without support.
Many learners begin formal second language learning in middle childhood/primary school age.
“This research gap is unfortunate because it is here, in this setting and age group when many learners begin formal second language learning.”
The paper relies on this without support.
Participant characteristics such as knowledge about L1 grammatical morphology influence individual L2 learning outcomes.
“In this experiment, as in others, participant characteristics, such as the role of knowledge about L1 grammatical morphology, influence individual L2 learning outcomes.”
The paper relies on this without support.
Prior gesture and L2 vocabulary experiments lack the precision necessary to provide guidance on whether gestures might support learning to use grammatical morphemes in context.
“These experiments, while crucial, lack the precision necessary to provide guidance on whether gestures might support learning to use grammatical morphemes in context or not.”
The paper relies on this without support.
In the classroom, when a teacher performs a new gesture, the semantic relationship between movement and learning content must be immediately apparent; otherwise the hand movement may not be understood and must be learned by association.
“In the classroom when a teacher performs a new gesture, the semantic relationship between movement and learning content must be immediately apparent, otherwise the hand movement may not be understood and must be learned by association.”
The paper relies on this without support.
It is difficult to directly view the rules and structures a learner has internalized.
“Since it is difficult to directly view the rules and structures a learner has internalized”
The paper relies on this without support.
In English, the sound 's' can mean different things, sometimes marking more than one and sometimes marking possession or a part-of relation.
“After briefly explaining in German that an ‘s’ sound can ‘mean different things’ in English, (sometimes meaning more than one, and sometimes meaning that something belongs to or is a part of something else)”
The paper relies on this without support.
Gestures support L2 word learning.
“It is well-established that gestures support L2 word learning, however research on the effect of gestures on syntax is rare.”
The paper relies on this without support.
Research on the effect of gestures on syntax is rare.
“It is well-established that gestures support L2 word learning, however research on the effect of gestures on syntax is rare.”
The paper relies on this without support.
Hebbian mechanisms for synaptic modification explain why consolidation of learning is an important concept.
“Hebbian mechanisms for synaptic modification explain why consolidation of learning is an important concept and insufficient consolidation could provide a rationale why learning from four lessons of instruction did not increase procedural learning for all children.”
The paper relies on this without support.
There is a need for more empirical work exploring student and teacher gestures in naturalistic classroom interactions, particularly for L2 teaching beyond vocabulary learning.
“In conclusion, recent decades have witnessed an increase in interest in the roles of embodied teaching methods, but there is still a need for more empirical work that explores the results of student and teacher gestures in naturalistic classroom interactions. This is particularly the case for contexts of L2 teaching beyond investigating vocabulary learning.”
The paper relies on this without support.
The English plural {-s} and 3rd person possessive {-s} are difficult L2 morpho-syntactic structures for primary school children.
“By combining gesture theory and research from the classroom, this paper provides evidence that gestures can promote procedural knowledge for difficult L2 morpho-syntactic structures, such as the English plural{-s} and 3rd person possessive{-s} in primary school.”
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.
Model comparison changes more than one component
MajorThe baseline model is described as having random slopes and intercepts, while the next model has only random intercepts and adds session. That conflicts with the claim that each comparison adds only one component, which matters to the reported test of the session effect.
“1) a baseline model predicting RT with random intercepts and random slopes across subjects (mRandom); 2) a model with session as a predictor of RT and random intercepts across subjects (mRandom_session);”
“Each time only one new component was added to the model in order to facilitate comparing them with the log-likelihood statistic.”
Interaction attributed to a model without an interaction term
MinorThe text says the mRandom_condition output shows a session-by-condition interaction, but its own model description assigns that interaction only to mRandom_interaction.
“As can be seen from the output of the mRandom_condition model below, the interaction between the experimental group and session appears to be specific to the second time point or posttest in session 2.”
“3) a model with session and condition as a predictors, and random intercepts across subjects (mRandom_condition); 4) a model with session and condition as predictors of RT, an interaction between session and condition, as well as random intercepts across subjects (mRandom_interaction)”
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Iconicity and Sign Lexical Acquisition: A Review
Ortega, G. (2017) · Frontiers in Psychology · doi:10.3389/fpsyg.2017.01280 · Cited by 123 · see citing works
The Microgenesis of Priming Effects in Lexical Access
Forster, K. I. (1999) · Brain and Language · doi:10.1006/brln.1999.2078 · Cited by 114 · see citing works
An Alternative to Mapping a Word onto a Concept in Language Acquisition: Pragmatic Frames
Rohlfing, K. J., Wrede, B., Vollmer, A.-L., & Oudeyer, P.-Y. (2016) · Frontiers in Psychology · doi:10.3389/fpsyg.2016.00470 · Cited by 113 · see citing works
Gestures Enhance Foreign Language Learning
Macedonia, M., & Von Kriegstein, K. (2012) · Biolinguistics · doi:10.5964/bioling.8931 · Cited by 104 · cited 1× · see citing works
“Thus it is unsurprising that gesture has been shown to influence how we understand complex language [4] and learn abstract concepts [5].”
BackgroundStudents learn more when their teacher has learned to gesture effectively
Alibali, M. W., Young, A. G., Crooks, N. M., Yeo, A., Wolfgram, M. S., Ledesma, I. M., Nathan, M. J., Breckinridge Church, R., & Knuth, E. J. (2013) · Gesture · doi:10.1075/gest.13.2.05ali · Cited by 101 · cited 1× · see citing works
“While it is implicit knowledge which enables both L1 and L2 learners to use language productively [40], it is not clear which memory system is directly involved in any given linguistic task [23,24].”
BackgroundTraining with rhythmic beat gestures benefits L2 pronunciation in discourse-demanding situations
Gluhareva, D., & Prieto, P. (2017) · Language Teaching Research · doi:10.1177/1362168816651463 · Cited by 96 · see citing works
Emphasising sound and meaning: pitch gestures enhance Mandarin lexical tone acquisition
Morett, L. M., & Chang, L.-Y. (2015) · Language, Cognition and Neuroscience · doi:10.1080/23273798.2014.923105 · Cited by 86 · see citing works
Echoes of the spoken past: how auditory cortex hears context during speech perception
Skipper, J. I. (2014) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2013.0297 · Cited by 82 · cited 1× · see citing works
“This stable movement-meaning connection could reduce the need for other aspects of language comprehension and allow the brain to save these cognitive resources for additional information processing, leading to more robust consolidation and better retention [50,51].”
BackgroundOBSERVING AND PRODUCING PITCH GESTURES FACILITATES THE LEARNING OF MANDARIN CHINESE TONES AND WORDS
Baills, F., Suárez-González, N., González-Fuente, S., & Prieto, P. (2019) · Studies in Second Language Acquisition · doi:10.1017/s0272263118000074 · Cited by 74 · see citing works
Gesture Facilitates the Syntactic Analysis of Speech
Holle, H., Obermeier, C., Schmidt-Kassow, M., Friederici, A. D., Ward, J., & Gunter, T. C. (2012) · Frontiers in Psychology · doi:10.3389/fpsyg.2012.00074 · Cited by 70 · cited 1× · see citing works
“Thus it is unsurprising that gesture has been shown to influence how we understand complex language [4] and learn abstract concepts [5].”
BackgroundNo Childhood Advantage in the Acquisition of Skill in Using an Artificial Language Rule
Ferman, S., & Karni, A. (2010) · PLoS ONE · doi:10.1371/journal.pone.0013648 · Cited by 64 · see citing works
Foreground gesture, background gesture
Cooperrider, K. (2017) · Gesture · doi:10.1075/gest.16.2.02coo · Cited by 64 · cited 1× · see citing works
“According to the foreground-background gesture framework [63] codified gestures are foreground gestures and are comparable to an entry in the mental lexicon where a constant hand shape and movement is assigned a stable meaning.”
BackgroundBeat gestures help preschoolers recall and comprehend discourse information
Llanes-Coromina, J., Vilà-Giménez, I., Kushch, O., Borràs-Comes, J., & Prieto, P. (2018) · Journal of Experimental Child Psychology · doi:10.1016/j.jecp.2018.02.004 · Cited by 56 · cited 1× · see citing works
“There is much research providing empirical support for the role of gestures in L2 learning for aspects such as speech comprehension [9,10], word memorization [11,12] and pronunciation [13–17].”
BackgroundFerman, S., Olshtain, E., Schechtman, E., & Karni, A. (2009) · Journal of Neurolinguistics · doi:10.1016/j.jneuroling.2008.12.002 · Cited by 51 · see citing works
Semantic Prediction in Brain and Mind
Friedemann Pulvermüller, A., & Grisoni, L. (2020) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2020.07.002 · Cited by 51 · see citing works
Using Gesture to Facilitate L2 Phoneme Acquisition: The Importance of Gesture and Phoneme Complexity
Hoetjes, M., & van Maastricht, L. (2020) · Frontiers in Psychology · doi:10.3389/fpsyg.2020.575032 · Cited by 48 · see citing works
Gesture and Vocabulary Learning in a Second Language
Huang, X., Kim, N., & Christianson, K. (2018) · Language Learning · doi:10.1111/lang.12326 · Cited by 46 · see citing works
OBSERVING PITCH GESTURES FAVORS THE LEARNING OF SPANISH INTONATION BY MANDARIN SPEAKERS
Yuan, C., González-Fuente, S., Baills, F., & Prieto, P. (2019) · Studies in Second Language Acquisition · doi:10.1017/s0272263117000316 · Cited by 45 · see citing works
Prominence in speech and gesture favour second language novel word learning
Kushch, O., Igualada, A., & Prieto, P. (2018) · Language, Cognition and Neuroscience · doi:10.1080/23273798.2018.1435894 · Cited by 45 · see citing works
Asymmetry of affect in verbal irony understanding: What about the N400 and P600 components?
Caillies, S., Gobin, P., Obert, A., Terrien, S., Coutté, A., Iakimova, G., & Besche‐Richard, C. (2019) · Journal of Neurolinguistics · doi:10.1016/j.jneuroling.2019.04.004 · Cited by 43 · cited 1× · see citing works
“Brouwer, Fitz and Hoeks have proposed the term mental representation of what is being communicated (MRC) for the internal representation a listener or reader constructs while comprehending a sentence, story or scene [52] (see also [53]).”
BackgroundKelly, S. D., Hirata, Y., Manansala, M., & Huang, J. (2014) · Frontiers in Psychology · doi:10.3389/fpsyg.2014.00673 · Cited by 37 · see citing works
Manual directional gestures facilitate cross-modal perceptual learning
Zhen, A., Van Hedger, S., Heald, S., Goldin-Meadow, S., & Tian, X. (2019) · Cognition · doi:10.1016/j.cognition.2019.03.004 · Cited by 37 · see citing works
Kelly, S., Bailey, A., & Hirata, Y. (2017) · Collabra: Psychology · doi:10.1525/collabra.76 · Cited by 34 · see citing works
Teachers’ gestures and students’ learning: sometimes “hands off” is better
Yeo, A., Ledesma, I., Nathan, M. J., Alibali, M. W., & Church, R. B. (2017) · Cognitive Research: Principles and Implications · doi:10.1186/s41235-017-0077-0 · Cited by 34 · see citing works
Exploring the boundaries of gesture-speech integration during language comprehension
Kelly, S. D. (2017) · Gesture Studies · doi:10.1075/gs.7.12kel · Cited by 30 · cited 1× · see citing works
“Because observing gesture triggers semantic processing [30,31] it is conceivable that gestures linked to L2 grammatical morphemes could help children learn.”
BackgroundTraining non-native aspirated plosives with hand gestures: learners’ gesture performance matters
Li, P., Xi, X., Baills, F., & Prieto, P. (2021) · Language, Cognition and Neuroscience · doi:10.1080/23273798.2021.1937663 · Cited by 29 · see citing works
Handbooks of Linguistics and Communication Science
Ungeheuer, G., Steger, H., & Wiegand, H. E. (2009) · Handbücher zur Sprach- und Kommunikationswissenschaft · doi:10.1515/hsk · Cited by 28 · see citing works
de Koning, B. B., Bos, L. T., Wassenburg, S. I., & van der Schoot, M. (2016) · Educational Psychology Review · doi:10.1007/s10648-016-9380-4 · Cited by 26 · see citing works
Enhancing learning with hand gestures: Potential mechanisms
Cook, S. W. (2018) · Psychology of Learning and Motivation · doi:10.1016/bs.plm.2018.10.001 · Cited by 23 · see citing works
The role of gesture meaningfulness in word learning
Hupp, J. M., & Gingras, M. C. (2016) · Gesture · doi:10.1075/gest.15.3.04hup · Cited by 16 · cited 1× · see citing works
“This stable movement-meaning connection could reduce the need for other aspects of language comprehension and allow the brain to save these cognitive resources for additional information processing, leading to more robust consolidation and better retention [50,51].”
BackgroundEghbalzad, L., Deocampo, J. A., & Conway, C. M. (2021) · PLoS ONE · doi:10.1371/journal.pone.0244954 · Cited by 14 · cited 1× · see citing works
“Researchers Participants Study Objective Eghbalzad, Deocampo & Conway (2021) [56] 26 children 8–12 years old To investigate the relationship between pattern recognition ability, socioeconomic status and language outcomes Kidd & Arciuli (2016) [57] 68 children 6–8 years old To examine the role individual differences in…”
BackgroundThe Embodied Teaching of Spatial Terms: Gestures Mapped to Morphemes Improve Learning
Janzen Ulbricht, N. (2020) · Frontiers in Education · doi:10.3389/feduc.2020.00109 · Cited by 13 · cited 2× · see citing works
“A follow-up study using the same teaching methods investigated spatial term learning [61].”
BackgroundFerman, S., & Karni, A. (2014) · Folia Phoniatrica et Logopaedica · doi:10.1159/000363135 · Cited by 11 · cited 4× · see citing works
“Ferman and Karni [41] write: “There is evidence .”
BackgroundInfluentialUsing the speeded word fragment completion task to examine semantic priming
Heyman, T., De Deyne, S., Hutchison, K. A., & Storms, G. (2015) · Behavior Research Methods · doi:10.3758/s13428-014-0496-5 · Cited by 10 · cited 2× · see citing works
“Building on this general principle, Heyman and colleagues created a task using stimuli with only one blank space, where stimuli have only one correct completion and the missing letter is always a vowel [75].”
MethodMaking Memories: Why Time Matters
Kelley, P., Evans, M. D. R., & Kelley, J. (2018) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2018.00400 · Cited by 10 · cited 1× · see citing works
“Especially for learning which is new, this result suggests that teaching over time is important in order to consolidate what has been learned [82].”
BackgroundThe Impact of Visual Aids on the Retention of English Word Stress Patterns
Ghaemi, F., & Rafi, F. (2018) · International Journal of Applied Linguistics and English Literature · doi:10.7575/aiac.ijalel.v.7n.2p.225 · Cited by 8 · see citing works
An experiment on gesture and fluency in two German schools
Janzen Ulbricht, N. (2018) · ELT Journal · doi:10.1093/elt/ccx059 · Cited by 8 · cited 2× · see citing works
“To shed more light on gesture and L2 learning a recent study investigated the influence of teacher gestures on oral fluency in a diverse group of primary school age children [60].”
BackgroundIncreasing second language production with gestures
Wilks-Smith, N. (2021) · ITL Review of Applied Linguistics · doi:10.1075/itl.20008.wil · Cited by 4 · cited 2× · see citing works
“At different times research on L2 learning has used different terms for similar movements-meaning pairs sometimes creating new terms, such as Intentional Teaching Gestures [65] or Voice Movement Icons [66] and at others simply referring to gestures (e.”
BackgroundDidaktik und Neurowissenschaften
Arndt, P. A., & Sambanis, M. (2017) · Gunter Narr Verlag eBooks · doi:10.24053/9783823390480 · Cited by 4 · see citing works
Knoeferle, P. (2021) · Journal of Cognition · doi:10.5334/joc.155 · Cited by 2 · cited 2× · see citing works
“Related arguments from many areas of cognitive science have highlighted that it is important to examine the specific types of interaction between syntax and semantics and grounding that lead to understanding [26].”
Background(2017) · doi:10.1007/978-3-319-28099-8_1337-1 · Cited by 2 · see citing works
Flagged first, then by citations
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- M. Witt, 2018, Focus on Evidence II Netzwerke zwischen Fremdsprachendidaktik und Neurowissenschaften
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Sorted by citations
Enhancing Education Through Procedural Learning: A Pathway to Achieving SDG 4 Goals
Martínez-Salinas, F. J., & Aguirre, F. D. M. S. (2024) · Journal of Lifestyle and SDGs Review · doi:10.47172/2965-730x.sdgsreview.v5.n02.pe02985 · Cited by 2 · see citing works
Intelligent gesture interfaces in immersive education
Masapanta-Carrión, S., Guaña–Moya, J., & Arteaga-Alcívar, Y. A. (2025) · Salud Ciencia y Tecnología · doi:10.56294/saludcyt20251810
Ulbricht, N. J., & Spindler, B. (2025) · De Gruyter eBooks · doi:10.1515/9783111568645-004
- Authors
- Janzen Ulbricht, N.
- Venue
- PLOS ONE
- Publisher
- Public Library of Science (PLoS)
- Published
- 2023-02-01
- Volume
- 18
- Issue
- 2
- Pages
- e0280543
- ISSN
- 1932-6203 (ISSN-L)
- PMC
- PMC9891517
- OpenAlex
- W4318754890
- Semantic Scholar
- da459339038ce63daac71366a827073a60013bc7
- Cited by
- 3
- References
- 70
- Citations by year
- 2025: 2 · 2024: 1
- FWCI
- 1.42
- Type
- journal article
- Language
- en
- Open access
- gold
- dx.doi.org
- Licence
- Locations
- PLoS ONE (publishedVersion, cc-by)
- PubMed (publishedVersion)
- PubMed Central (submittedVersion, cc-by)
- Refubium (Universitätsbibliothek der Freien Universität Berlin) (submittedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Universitätsbibliothek der FU Berlin Hochschulschriftenstelle u. Dokumentenserver (cc-by)
- Funders
- deutsche forschungsgemeinschaft
- freie universität berlin
- Topics
- Social Sciences › Psychology › Developmental and Educational Psychology › Language Development and Disorders
- Social Sciences › Arts and Humanities › Language and Linguistics › EFL/ESL Teaching and Learning
- Social Sciences › Psychology › Developmental and Educational Psychology › Hearing Impairment and Communication
- Keywords
- gesture, grammatical morphemes, second language acquisition, procedural learning, middle childhood, implicit learning, syntax, gesture theory
- MeSH terms
- Child, Gestures, Humans, Language, Language Tests, Learning, Linguistics
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Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
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