How vocal and silent forms of participation in combination relate to student achievement
Open accessAbstract
We adopted a person-oriented approach to identify patterns of how classroom talk and internal behavioral engagement are combined in students. The research was conducted on a sample of 639 ninth-grade students (32 classes). We measured the duration of classroom talk for each individual student during Czech language and language arts lessons. The students completed an inventory to determine their internal behavioral engagement. Student achievement was measured using the results from standardized reading literacy tests. We also inquired about the socioeconomic backgrounds of the students. We identified five distinct participation profiles (eager, chatty, diligent, aloof, and disconnected) and analyzed whether the profiles could predict student achievement. We found that the profile with high talk and high internal behavioral engagement performed best, and the profile with low talk and low internal behavioral engagement performed worst. Analyzing the inconsistent profiles, we found that high internal behavioral engagement did not guarantee student achievement if the engagement was not accompanied by talk. Our findings thus highlight the important role of classroom talk in relation to student learning.
AI snapshot
Written from the paper’s full text.
TL;DR
Using a person-oriented approach with 639 Czech ninth graders, the study identifies five profiles combining classroom talk time and internal behavioral engagement. The high-talk/high-engagement “eager” profile performed best and the low-talk/low-engagement “disconnected” profile worst, while silent-but-engaged students did not achieve as well as vocal peers.
Key findings
- Five participation profiles emerged: eager (high talk/high engagement; n = 18), chatty (high talk/low engagement; n = 45), diligent (low talk/high engagement; n = 150), aloof (low talk/below-average engagement; n = 216), and disconnected (low talk/low engagement; n = 97); reported prevalence was 3%, 9%, 29%, 41%, and 18%, respectively.
- Reading literacy differed across profiles (ANOVA F = 2.47, p < 0.05), but the only significant pairwise difference was eager > disconnected. Mean reading literacy scores were eager 53.08%, chatty 46.10%, diligent 43.46%, aloof 44.48%, and disconnected 41.16%.
- Talk time and internal behavioral engagement were only weakly correlated (r = 0.09), while reading literacy correlated with talk time (r = 0.18, p < 0.01) and socioeconomic background/HISEI (r = 0.20, p < 0.01).
- The diligent profile (high internal engagement, low talk) ranked fourth in achievement, whereas the chatty profile (high talk, low internal engagement) ranked second, suggesting internal behavioral engagement without talk did not guarantee achievement.
Methods
- Person-oriented design using k-means cluster analysis on standardized talk time and self-reported internal behavioral engagement; AIC/BIC informed cluster number, and a five-cluster solution was selected because smaller solutions had insufficiently populated groups.
- Sample: 639 ninth-grade students (52% boys, 48% girls; ages 14–15) in 32 classes from 21 Czech lower secondary schools; observations occurred in two Czech language/language arts lessons per class (2 × 45 min; 64 lessons total).
- Measures: talk time recorded via tablet app during whole-class discussion; behavioral engagement from Fredricks et al. (2016) inventory (8 items, α = 0.71); achievement from Czech School Inspectorate standardized reading literacy test (16 tasks, success rate); HISEI as socioeconomic control. Analyses included Pearson correlations, ANOVA, chi-square tests, and pairwise comparisons.
Limitations
- Stated by the authors: participation was measured only in Czech language/language arts; only two lessons per class were observed; talk was operationalized as quantity (talk time), not quality; the k-means procedure has limitations in deciding profile number, and the five-profile model slightly distorts reality; variables on different scales were standardized.
- Evident from the text: only the behavioral engagement dimension was examined, not cognitive, emotional, or social engagement; the design is cross-sectional and cannot establish causality; the profile analysis included 526 students because of missing measurements and students not fitting identified profiles; the sample came from three Czech municipalities.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
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Cites
Statistics
Claims the paper makes
5 of 38 cited sources checked · 3 supported · 1 flagged · accuracy not yet measured
- Findingown data
Class-level behavioral engagement was an insignificant factor.
“Class-level behavioral engagement turned out to be an insignificant factor.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Sedova et al., 2019 source
The Results section (page unavailable) treats class-level talk time—the amount of time students actively participated in talk—as a significant predictor of achievement, not an insignificant one. The paper reports that a different class-level measure, utterances with reasoning, was not significant; that does not support the unqualified claim about class-level behavioral engagement. (LLM, conf=0.87)
Checked by a reasoning model — may be wrong.
Experimental — accuracy not yet measured
- Findingown data
The participation profile with high classroom talk and high internal behavioral engagement had the best student achievement.
“We found that the profile with high talk and high internal behavioral engagement performed best”
Quote in the paperSubstantial claim- The authors state this as an assumption: During the observed lessons, both teachers and students behaved in a way similar to their usual conduct.
- Rests on an assumption: Data from the two observed lessons represent the nature of classroom talk in the given class and the participation patterns of individual students.
- Findingown data
The participation profile with low classroom talk and low internal behavioral engagement had the worst student achievement.
“and the profile with low talk and low internal behavioral engagement performed worst.”
Quote in the paperSubstantial claim- The authors state this as an assumption: During the observed lessons, both teachers and students behaved in a way similar to their usual conduct.
- Rests on an assumption: Data from the two observed lessons represent the nature of classroom talk in the given class and the participation patterns of individual students.
- Findingown data
High internal behavioral engagement did not guarantee student achievement when it was not accompanied by classroom talk.
“we found that high internal behavioral engagement did not guarantee student achievement if the engagement was not accompanied by talk.”
Quote in the paperSubstantial claim- The authors state this as an assumption: During the observed lessons, both teachers and students behaved in a way similar to their usual conduct.
- Rests on an assumption: Data from the two observed lessons represent the nature of classroom talk in the given class and the participation patterns of individual students.
- Findingown data
The study identified five distinct participation profiles: eager, chatty, diligent, aloof, and disconnected.
“We identified five distinct participation profiles (eager, chatty, diligent, aloof, and disconnected) and analyzed whether the profiles could predict student achievement.”
Quote in the paperSubstantial claim- The authors state this as an assumption: During the observed lessons, both teachers and students behaved in a way similar to their usual conduct.
- Rests on an assumption: Data from the two observed lessons represent the nature of classroom talk in the given class and the participation patterns of individual students.
- Findingown data
The correlation between student achievement and student socioeconomic background was r = 0.20, p < 0.01.
“The correlation between student achievement and student socioeconomic background was more predictablefoot_3 (r = 0.20; p < 0.01).”
Quote in the paperNot a substantial claim - Findingreasoning
The five-cluster solution was determined to provide the most optimal fit with the data.
“For this practical reason, a five-cluster solution was determined to provide the most optimal fit with the data.”
Quote in the paperSubstantial claim - Findingown data
Forty-six students in the sample spoke for 0 s.
“This is also evidenced by the fact that 46 students in our sample spoke for 0 s.”
Quote in the paperNot a substantial claim- The authors state this as an assumption: During the observed lessons, both teachers and students behaved in a way similar to their usual conduct.
- Rests on an assumption: Data from the two observed lessons represent the nature of classroom talk in the given class and the participation patterns of individual students.
- Findingown data
The correlation between talk time and internal behavioral engagement was weak (0.09).
“the correlation between talk time and internal behavioral engagement was weak (0.09)”
Quote in the paperNot a substantial claim- The authors state this as an assumption: During the observed lessons, both teachers and students behaved in a way similar to their usual conduct.
- Rests on an assumption: Data from the two observed lessons represent the nature of classroom talk in the given class and the participation patterns of individual students.
- Findingown data
There were significant differences in the intensity of participation among the students in the sample.
“there were significant differences in the intensity of participation among the students in the sample.”
Quote in the paperNot a substantial claim- The authors state this as an assumption: During the observed lessons, both teachers and students behaved in a way similar to their usual conduct.
- Rests on an assumption: Data from the two observed lessons represent the nature of classroom talk in the given class and the participation patterns of individual students.
- Findingown data
There was no difference between aloof and disconnected in talk time.
“There was no difference between aloof and disconnected in talk time.”
Quote in the paperNot a substantial claim - Findingown data
The correlation between student achievement and student talk time was r = 0.18, p < 0.01.
“The second strongest relationship was identified between student achievement and student talk time (r = 0.18; p < 0.01).”
Quote in the paperNot a substantial claim- The authors state this as an assumption: During the observed lessons, both teachers and students behaved in a way similar to their usual conduct.
- Rests on an assumption: Data from the two observed lessons represent the nature of classroom talk in the given class and the participation patterns of individual students.
- Findingown data
The five-cluster model was validated with ANOVAs, which showed that the groups differed in the criterion variables on which the cluster analysis was based.
“This five-cluster model was validated with analysis of variance (ANOVAs), which showed that the groups differed in the criterion variables on which the cluster analysis was based (Table 4).”
Quote in the paperSubstantial claim - Findingown data
For both variables, with one exception, a statistically significant difference between all profile groups was confirmed.
“For both variables, with one exception, a statistically significant difference between all profile groups was confirmed.”
Quote in the paperSubstantial claim - Findingown data
Students in the eager cluster were the most successful in the reading literacy tests.
“This is evidenced by the fact that students in the eager cluster, characterized by both high talk time and high internal behavioral engagement, were the most successful in the tests.”
Quote in the paperSubstantial claim - Findingown data
One-way ANOVA showed no statistical significance between the latent subgroups in socioeconomic status (HISEI).
“When it comes to socio economic status (HISEI), one-way ANOVA showed no statistical significance between the latent subgroups.”
Quote in the paperNot a substantial claim - Findingown data
Disconnected students performed worst in the reading literacy tests.
“Moreover, disconnected students, who had the lowest talk time as well as the lowest engagement, performed worst in the tests.”
Quote in the paperSubstantial claim - Findingreasoning
Chatty students were the second most successful in the reading literacy tests.
“However, we must consider that chatty students, who did well in terms of quantity of classroom talk but not in terms of their internal engagement, were the second most successful in the reading literacy tests.”
Quote in the paperSubstantial claim - Findingown data
Students in the five identified profile groups differed in their reading literacy tests (Table 6).
“The ANOVA and pairwise comparison results suggested that students in the five identified profile groups differed in their reading literacy tests (Table 6).”
Quote in the paperSubstantial claim - Findingown data
Gender was unevenly distributed among the profile groups (χ2(4)=12.14, p=0.02).
“The results of cross tabulation and the chi-square test indicated that gender was unevenly distributed among the profile groups (χ 2 (df 4) = 12.14, p = 0.02).”
Quote in the paperNot a substantial claim - Findingown data
No significant difference was confirmed between eager and diligent in behavioral engagement.
“Similarly, no significant difference was confirmed between eager and diligent in behavioral engagement.”
Quote in the paperNot a substantial claim - Findingown data
The only observed distinction between well achieving chatty and poorly achieving disconnected students was the quantity of student classroom talk.
“The only observed distinction between well achieving chatty and poorly achieving disconnected students was the quantity of student classroom talk.”
Quote in the paperSubstantial claim - Findingown data
From the five profiles identified, three were consistent in both components (eager, aloof, disconnected).
“From the five profiles we identified, three were consistent in both components, which means vocal and silent participation were equally developed, either both high (eager), or both low (aloof, disconnected).”
Quote in the paperNot a substantial claim - Findingown data
Profiles with a low talk component (aloof, diligent, and disconnected) were much more common than profiles with a high talk component (eager and chatty).
“In terms of prevalence, the profiles with a low talk component (aloof, diligent, and disconnected) proved to be much more common than the profiles with a high talk component (eager and chatty).”
Quote in the paperNot a substantial claim - Findingown data
Five distinct profiles were found: eager (3%), chatty (9%), diligent (29%), aloof (41%), and disconnected (18%).
“We found five distinct profiles: eager (3%), chatty (9%), diligent (29%), aloof (41%), and disconnected (18%).”
Quote in the paperSubstantial claim - Findingown data
There was only a significant difference between eager and disconnected in reading literacy.
“However, there was only a significant difference between eager and disconnected.”
Quote in the paperSubstantial claim - Findingcitation
The effect of student socioeconomic background in our sample corresponds to the results of international surveys.
“The effect of student socioeconomic background in our sample corresponds to the results of international surveys(Blažek & Příhodová, 2017).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Blažek & Příhodová, 2017
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationown data
Classroom talk plays an important role in student learning.
“Our findings thus highlight the important role of classroom talk in relation to student learning.”
Quote in the paperSubstantial claim- The authors state this as an assumption: During the observed lessons, both teachers and students behaved in a way similar to their usual conduct.
- Rests on an assumption: Data from the two observed lessons represent the nature of classroom talk in the given class and the participation patterns of individual students.
- Premisecitation
Behavioral engagement is more predictive of student achievement than cognitive and emotional engagement.
“they found behavioral engagement to be more predictive than the other two components.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Bae & DeBusk-Lane, 2019 source
- Study design and conductreasoning
The profiles are based on similarities in two variables that do not have the same scale, which limits the estimate's accuracy.
“The profiles are based on similarities in two variables that do not have the same scale, which is also a limitation on the estimate's accuracy.”
Quote in the paperNot a substantial claim - Premiseown data
The frequency of counter-arguments heard by students did not make a difference.
“The frequency of counter-arguments heard by students did not make a difference.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Larrain et al., 2019 source
- Interpretationown data
Talk time and internal behavioral engagement are separate phenomena, at least in Czech classrooms.
“indicating that these two phenomena are separate -at least in Czech classrooms.”
Quote in the paperNot a substantial claim- The authors state this as an assumption: During the observed lessons, both teachers and students behaved in a way similar to their usual conduct.
- Rests on an assumption: Data from the two observed lessons represent the nature of classroom talk in the given class and the participation patterns of individual students.
- Premiseown data
Formulation of counter-arguments predicted delayed gains in the intervention group only.
“The analysis showed that the formulation of counter-arguments predicted delayed gains in the intervention group only.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Larrain et al., 2019 source
- Premisecitation
Students who more often developed their own ideas in conversation and explained their ideas to others achieved better results in standardized mathematics tests.
“The findings indicated that the students who more often developed their own ideas in conversation and explained their ideas to others achieved better results in those tests.”
Quote in the paperSubstantial claim0 of 2 sources checked - Premisecitation
Students in talk-intensive classes in which students speak often, are involved in deep and meaningful conversations, and have supportive teachers benefit positively.
“Several studies have confirmed a positive impact for students located in”
Quote in the paperSubstantial claim0 of 3 sources checked - Study design and conductown data
According to the data, the best solution could not be used because one profile was not sufficiently saturated with respondents.
“According to the data, we were not able to use the best solution because one profile was not sufficiently saturated with respondents.”
Quote in the paperNot a substantial claim - Premisereasoning
Engagement was not examined in the studies by Inagaki et al. (1998), O'Connor et al. (2017), Webb et al. (2014), Ing et al. (2015), Sedova et al. (2019), and Larrain et al. (2019).
“We cannot infer this, as engagement was not examined in these studies.”
Quote in the paperSubstantial claim0 of 3 sources checked - Interpretationreasoning
Internal behavioral engagement unaccompanied by talk does not guarantee high student achievement.
“This indicates that internal behavioral engagement unaccompanied by talk does not guarantee high student achievement.”
Quote in the paperSubstantial claim - Interpretationown data
Our study indicates that engagement patterns can be inconsistent even within the behavioral dimension.
“Our study indicates that they can be inconsistent even within the behavioral dimension.”
Quote in the paperSubstantial claim - Interpretationown data
According to our data, various engagement forms cannot be considered as interchangeable.
“According to our data, various engagement forms cannot be considered as interchangeable.”
Quote in the paperSubstantial claim - Interpretationown data
Our study identifies students who are internally behaviorally engaged but stay silent as being at risk.
“Our study also identifies students who are internally behaviorally engaged but stay silent as being at risk.”
Quote in the paperSubstantial claim
- Classified as probably not a substantial claim. 26
- May combine two claims. 13
Classified as probably not a substantial claim.
PremisecitationStudents who intensely verbally participate in class achieve better results than their less vocal schoolmates.
“Some studies have indicated that students who intensely verbally participate in class achieve better results than their less vocal schoolmates”
Quote in the paperSubstantial claim1 of 3 sources checkedMay combine two claims.
PremisecitationHow long a student spoke and how many utterances with argument that student contributed were linked to the student's individual test results.
“The analysis showed a link between how long a particular student spoke and how many utterances with argument that student contributed with the student's individual test results.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Sedova et al., 2019 source
Probably not a substantial claim: may not pass S3 (load-bearing).
FindingcitationClass-level talk time had little impact on achievement score.
“Class-level talk time had little impact on achievement score.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Sedova et al., 2019 source
Table 2 reports a modest class-level talk-time coefficient (0.018 score points per second in Model 4), which lends some support to “little impact.” But the Results section says aggregate talk time predicted achievement and confirms its significance in Model 5; the paper’s description of a “negligible” effect refers to an interaction, not class-level talk time itself. Pages are unavailable in our copy. (LLM, conf=0.83)
Experimental — accuracy not yet measured
May combine two claims.
InterpretationcitationIndividual student talk matters, and vocal participation contributes more than silent participation.
“Individual student talk matters (see Ing et al., 2015;Larrain et al., 2019;Sedova et al., 2019;Webb et al., 2014), and vocal participation contributes more than silent participation.”
Quote in the paperSubstantial claim1 of 3 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataOn average, students' talk time in one lesson was approximately 12 s.
“their talk time in one lesson was approximately 12 s.”
Quote in the paperNot a substantial claim- The authors state this as an assumption: During the observed lessons, both teachers and students behaved in a way similar to their usual conduct.
- Rests on an assumption: Data from the two observed lessons represent the nature of classroom talk in the given class and the participation patterns of individual students.
Probably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataOn average, students had test scores of approximately 44%.
“On average, students enrolled in our study had test scores of approximately 44%”
Quote in the paperNot a substantial claim- The authors state this as an assumption: During the observed lessons, both teachers and students behaved in a way similar to their usual conduct.
- Rests on an assumption: Data from the two observed lessons represent the nature of classroom talk in the given class and the participation patterns of individual students.
Probably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataThe average individual HISEI was 45.88 (SD = 15.31).
“The average individual HISEI measured through the higher parent employment status was 45.88 (SD = 15.31).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataTwo profiles were inconsistent - chatty with high vocal and low silent participation, and diligent with low vocal and high silent participation.
“Two profiles were inconsistent -chatty with high vocal and low silent participation, and diligent with low vocal and high silent participation.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataThe total number of students included in the profiles of the selected model is 526.
“The total number of students included in the profiles of the selected model is 526.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataEager students perform best and disconnected ones perform worst in literacy tests.
“Not surprisingly, we found eager students to perform best and disconnected ones to perform worst in literacy tests.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationNo link was proven between the quantity of student verbal engagement in the lesson and student test scores; silent and vocal students performed equally well.
“No link was proven between the quantity of student verbal engagement in the lesson and student test scores.Both silent and vocal students performed equally well.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites O'Connor et al., 2017 source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationSchultz noted that students who think quickly and formulate articulate responses are often acknowledged by the teacher, but their speed does not necessarily mean they think more productively than their silent peers.
“Schultz (2010) noted that students who think quickly and formulate their ideas into articulate responses are often acknowledged by the teacher, but their speed does not necessarily mean that they think more productively than their silent peers.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Schultz, 2010 source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitationThe engagement inventory was adapted for Czech following principles of cross-cultural adaptation of self-reported measures using back translation and a monolingual test in the target language.
“In adapting the engagement inventory for the Czech language, we followed principles of cross-cultural adaptation of self-reported measures (Beaton et al., 2000) using back translation and a monolingual test in the target language.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Beaton et al., 2000 source
Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Study design and conductnone givenAltered student behavior is possible, especially under the specific circumstances of observers in the classroom.
“However, altered student behavior is possible, especially under the specific circumstances of observers in the classroom.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningSimilar results might not be found in non-linguistic subjects.
“Similar results might not be found in non-linguistic subjects.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationO'Connor et al. interpreted their findings as the consequence of students' long-standing enculturation in classroom norms of active listening.
“Similarly, O'Connor et al. (2017) interpreted their findings as the consequence of students' long-standing enculturation in classroom norms of active listening.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites O'Connor et al., 2017 source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationAccording to Ollin, the notion of classroom participation should be revised to encompass silent thinking as something different from passivity.
“Thus, according to Ollin (2008) the notion of classroom participation should be revised to encompass silent thinking as something different from passivity.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Ollin, 2008 source
Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).
InterpretationreasoningIt could be appropriate not to participate in classroom talk if students stay engaged in another way.
“This perspective implies that it could be appropriate not to participate in classroom talk if the students stay engaged in another way.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationJaworski and Sachdev emphasized the positive impact of silence in the classroom, as it offers room for undisturbed thinking.
“Jaworski and Sachdev (1998) emphasized the positive impact of silence in the classroom, as it offers room for undisturbed thinking.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Jaworski and Sachdev, 1998 source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenNo one withdrew during the study.
“No one withdrew during the study.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing). May combine two claims.
PremisecitationSilent students may be both engaged and disengaged; those who closely follow the discussion with interest but do not make verbal contributions are silently participating.
“O'Connor et al. (2017) claimed that silent students may be both engaged and disengaged.Those who closely follow the discussion with interest, but do not make verbal contributions, are silently participating according to these authors.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites O'Connor et al., 2017 source
Classified as probably not a substantial claim.
PremisecitationStudent engagement is positively linked to student achievement and academic success.
“finding a positive link between engagement and student achievement and academic success”
Quote in the paperSubstantial claim0 of 3 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThere was no statistically significant difference between the vocal students who contributed to the discussion and the students who did not.
“There was no statistically significant difference between the vocal students who contributed to the discussion and the students who did not.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Inagaki et al., 1998 source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoningThe five-profile model used in the study slightly distorts reality.
“The five-profile model used in this respect also slightly distorts reality.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationGoldin et al. identified three kinds of student learning practices central to participation in class: listening, speaking publicly, and making and using records.
“Goldin et al. (2019) identified three kinds of student learning practices central to participation in class: listening, speaking publicly, and making and using records.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Goldin et al., 2019 source
May combine two claims.
Study design and conductown dataThe CFA model fit indices were RMSEA = 0.042, CFI = 0.901, TLI = 0.893, and SRMR = 0.018.
“root mean square error of approximation (RMSEA) = 0.042, comparative fit index (CFI) = 0.901, Tucker-Lewis Index (TLI) = 0.893, and standardized root mean square residual (SRMR) = 0.018.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningThe significance of chi-squared was not in conformity with the required parameters, but this was due to the sample size rather than a substantial discrepancy between the model and the data.
“only the significance of chi-squared (χ 2 ) was not in conformity with the parameters required.However, this was due to the sample size rather than a substantial discrepancy between the model and the data.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Study design and conductnone givenParticipation in classroom talk and internal behavioral engagement were measured only for Czech language and language arts.
“Participation in classroom talk and internal behavioral engagement were measured only for Czech language and language arts.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
PremisecitationStudent achievement in Czech schools depends on socioeconomic status.
“Given that the dependence of student achievement in Czech schools on socioeconomic status is evident from international surveys (Blažek & Příhodová, 2017)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Blažek & Příhodová, 2017
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
Study design and conductown dataConfirmatory factor analysis confirmed the consistency of the engagement scales and the model proved to be a good fit to the data.
“The results of the confirmatory factor analysis (CFA) outlined in Table 1 confirmed the consistency of the engagement scales.The model proved to be a good fit to the data.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Kline, 2005
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Hu & Bentler, 1999 source
Classified as probably not a substantial claim.
Study design and conductnone givenStudent participation was operationalized only in terms of the quantity of student talk (talk time), not in terms of quality (e.g., incidence of reasoning or argument).
“we operationalized the student participation only in terms of the quantity of student talk (talk time), not in terms of the quality (e.g., incidence of reasoning or argument).”
Quote in the paperSubstantial claimClassified as probably not a substantial claim. May combine two claims.
PremisecitationJapanese sociocultural norms ensured that all students carefully listened during discussions and were thus able to utilize the discussion for learning even when they did not personally take the floor.
“Inagaki et al. (1998) claimed that Japanese sociocultural norms ensured that all students carefully listened during discussions and were thus able to utilize the discussion for learning even when they did not personally take the floor.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Inagaki et al., 1998 source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataSeveral students did not fit into any of the identified profiles.
“Furthermore, several students did not fit into any of the identified profiles.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataThe discrepancy with the sample size (639) is because only students who passed all measurements were included in the cluster analysis (533).
“The discrepancy with the sample size (639) is because only students who passed all measurements were included in the cluster analysis (533).”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationTeaching in Czech schools is still traditional and not student-oriented, manifesting as a limited allowance of student talk during class.
“This corresponds to the fact that teaching in Czech schools is still traditional and not student-oriented, manifesting as a limited allowance of student talk during class (Sedova et al., 2014).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Sedova et al., 2014 source
The authors state this as an assumption.
During the observed lessons, both teachers and students behaved in a way similar to their usual conduct.
“We therefore assume that both teachers and students behaved in a way similar to their usual conduct.”
The paper relies on this without support.
Data from the two observed lessons represent the nature of classroom talk in the given class and the participation patterns of individual students.
“We believe that data from these two lessons represent the nature of classroom talk in the given class and the participation patterns of individual students.”
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.
Profile talk times cannot produce the reported overall mean
MajorTable 3 assigns 528 students to the five profiles. Weighting their Table 4 talk-time means by those profile sizes gives about 20.5 seconds per lesson, already above Table 2's 12.19-second mean for 533 students. The remaining five students cannot bring the mean down to 12.19 seconds because talk time cannot be negative.
“| 2. Talk time | 533 | 12.19 | 13.88 | | - | 0.09 | 0.11* |”
“| Talk time | 118.32 | 62.99 | 19.56 | 9.02 | 10.12 | 333.49 *** 1 > 2,3,4,5 | |”
HISEI descriptive statistics disagree with Table 2
MajorThe prose reports a HISEI mean of 45.88 and SD of 15.31, whereas Table 2 reports 47.52 and 18.56 for HISEI.
“The average individual HISEI measured through the higher parent employment status was 45.88 (SD = 15.31).”
“| 4. HISEI | 582 | 47.52 | 18.56 | | | | - |”
SRMR differs between Table 1 and its description
MajorTable 1 reports an SRMR of 0.098, but the paragraph describing the same CFA model reports 0.018.
“SRMR 0.098 Table 1 Results of the Confirmatory Factor Analysis”
“standardized root mean square residual (SRMR) = 0.018.”
Behavioral-engagement comparison reverses two profile means
MinorTable 4 reports eager students' mean engagement as 6.73 and diligent students' as 7.30, yet its pairwise comparison says eager exceeds diligent. The text also says their engagement difference was not significant.
“| Behavioral | 6.73 | 3.84 | 7.30 | 5.21 | 1.41 | 615.26 *** 1 > 2,3,4 | |”
“Similarly, no significant difference was confirmed between eager and diligent in behavioral engagement.”
Disconnected students do not have the lowest reported talk time
MinorThe results call disconnected students the lowest in talk time, but Table 4 gives them 10.12 seconds per lesson, compared with 9.02 seconds for aloof students.
“Moreover, disconnected students, who had the lowest talk time as well as the lowest engagement, performed worst in the tests.”
“| Talk time | 118.32 | 62.99 | 19.56 | 9.02 | 10.12 | 333.49 *** 1 > 2,3,4,5 | |”
Disconnected-profile count differs between text and table
MinorThe text gives 97 disconnected students, while Table 3 gives 99. Consequently, the stated total of 526 profiled students matches the text's counts, but Table 3's five counts total 528.
“(5) disconnected: silent students who report a low level of engagement students (n = 97; 35 girls).”
“| 5 | 234,115 | 319,685 | 18 | 45 | 150 | 216 | 99 | | |”
Reading-literacy testing is dated both October and November
MinorThe method says the CSI conducted the reading-literacy testing in October 2017, while the achievement measure says testing took place in November 2017.
“In October 2017, the CSI conducted selective reading literacy testing among ninth-grade students.”
“Testing took place in November 2017.”
Cites
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“This was confirmed by the parameters of the model, which largely conformed with the boundaries indicated in the literature (Kline, 2005; Hu & Bentler, 1999): root mean square error of approximation (RMSEA) = 0.042, comparative fit index (CFI) = 0.901, Tucker-Lewis Index (TLI) = 0.893, and…”
MethodInfluentialGuidelines for the process of cross-cultural adaptation of self-report measures
Beaton, D. E., Bombardier, C., Guillemin, F., & Ferraz, M. B. (2000) · Spine · doi:10.1097/00007632-200012150-00014 · Cited by 14,542 · cited 1× · see citing works
“In adapting the engagement inventory for the Czech language, we followed principles of cross-cultural adaptation of self-reported measures (Beaton et al., 2000) using back translation and a monolingual test in the target language.”
MethodSchool Engagement: Potential of the Concept, State of the Evidence
Fredricks, J. A., Blumenfeld, P. C., & Paris, A. H. (2004) · Review of Educational Research · doi:10.3102/00346543074001059 · Cited by 12,581 · cited 10× · see citing works
“It is conceived as a meta-concept that includes behaviors, cognitions, emotions (Fredricks et al., 2004), and social interactions (Wang et al.”
BackgroundInfluentialA standard international socio-economic index of occupational status
Ganzeboom, H. B. G., de Graaf, P. M., & Treiman, D. J. (1992) · Social Science Research · doi:10.1016/0049-089x(92)90017-b · Cited by 3,171 · cited 1× · see citing works
“The responses were coded using the four-digit International Standard Classification of Occupations codes and then recoded to the ISEI (Ganzeboom et al., 1992).”
MethodLi, C.-H. (2016) · Behavior Research Methods · doi:10.3758/s13428-015-0619-7 · Cited by 3,031 · cited 1× · see citing works
“Given the dichotomous nature of the questionnaire items representing manifest variables, the weighted least square mean and variance adjusted (WLSMV) method of estimation was employed (Li, 2016).”
MethodVrieze, S. I. (2012) · Psychological Methods · doi:10.1037/a0027127 · Cited by 1,948 · cited 1× · see citing works
“We favored the solution according to the AIC values, as some studies indicated that it was more appropriate for our estimates (e.g., Vrieze, 2012).”
MethodVermunt, J. K., & Magidson, J. (2002) · Cambridge University Press eBooks · doi:10.1017/cbo9780511499531.004 · Cited by 1,815 · cited 1× · see citing works
“The goal of our cluster analysis was to identify the smallest number of latent classes that adequately describe the associations among the observed variables (Nylund-Gibson & Masyn, 2016; Vermunt & Magidson, 2002).”
BackgroundSkinner, E. A., Kindermann, T. A., & Furrer, C. J. (2009) · Educational and Psychological Measurement · doi:10.1177/0013164408323233 · Cited by 1,587 · see citing works
Fredricks, J. A., & McColskey, W. (2012) · Handbook of Research on Student Engagement · doi:10.1007/978-1-4614-2018-7_37 · Cited by 1,052 · cited 1× · see citing works
“These internal forms are non-observable and can be studied only through self-reporting measures in which students rate their engagement in classroom activities (see Fredricks & McColskey, 2012).”
BackgroundFredricks, J. A., Filsecker, M., & Lawson, M. A. (2016) · Learning and Instruction · doi:10.1016/j.learninstruc.2016.02.002 · Cited by 851 · cited 3× · see citing works
“As stated by Fredricks et al. (2016) and Wang et al. (2018), engagement consists of four distinct but interrelated components: behavioral (involvement in academic activities), emotional (emotions toward teachers, classmates, and learning content), cognitive (self-regulation, persistence, and effort…”
BackgroundMethodWang, M., & Eccles, J. S. (2012) · Journal of Research on Adolescence · doi:10.1111/j.1532-7795.2011.00753.x · Cited by 667 · see citing works
The Math and Science Engagement Scales: Scale development, validation, and psychometric properties
Wang, M.-T., Fredricks, J. A., Ye, F., Hofkens, T. L., & Linn, J. S. (2016) · Learning and Instruction · doi:10.1016/j.learninstruc.2016.01.008 · Cited by 592 · see citing works
Persistent inequality in educational attainment and its institutional context
Pfeffer, F. T. (2008) · European Sociological Review · doi:10.1093/esr/jcn026 · Cited by 568 · see citing works
Socializing Intelligence Through Academic Talk and Dialogue
(2015) · doi:10.3102/978-0-935302-43-1 · Cited by 429 · see citing works
Staying Engaged: Knowledge and Research Needs in Student Engagement
Wang, M.-T., & Degol, J. (2014) · Child Development Perspectives · doi:10.1111/cdep.12073 · Cited by 420 · cited 3× · see citing works
“This paper is based on studies emphasizing the importance of engagement in student achievement (e.g., Fredricks et al., 2004; Chang et al., 2016; Wang & Degol, 2014; Wang & Eccles, 2012), especially in its behavioral component (Bae & DeBusk-Lane, 2019).”
BackgroundResultDeveloping dialogic teaching: genesis, process, trial
Alexander, R. (2018) · Research Papers in Education · doi:10.1080/02671522.2018.1481140 · Cited by 397 · cited 1× · see citing works
“Several studies have confirmed a positive impact for students located in “talk intensive” classes in which students speak often, are involved in deep and meaningful conversations, and have supportive teachers (Alexander, 2018; Muhonen et al., 2018; O’Connor et al., 2015).”
BackgroundSupport, belonging, motivation, and engagement in the college classroom: A mixed method study
Zumbrunn, S., McKim, C., Buhs, E., & Hawley, L. R. (2014) · Instructional Science · doi:10.1007/s11251-014-9310-0 · Cited by 337 · cited 4× · see citing works
“Engagement is important for student learning; a number of recent studies have shown a positive link between engagement and student achievement and academic success (e.g., Bae & DeBusk-Lane, 2019; Chang et al., 2016; Schnitzler et al., 2020; Wang & Degol, 2014; Wang & Eccles, 2012; Zumbrunn et al., 2014).”
BackgroundResultInfluentialAdolescent educational success and mental health vary across school engagement profiles.
Wang, M.-T., & Peck, S. C. (2013) · Developmental Psychology · doi:10.1037/a0030028 · Cited by 310 · cited 1× · see citing works
“This is in line with previous findings that suggest that engagement of any form increases achievement and students are seriously disadvantaged if no engagement forms are present (Bae & DeBusk-Lane, 2019; Jansen et al., 2016; Schnitzler et al., 2020; Wang & Peck, 2013).”
ResultNylund-Gibson, K. K., & Masyn, K. E. (2016) · Structural Equation Modeling A Multidisciplinary Journal · doi:10.1080/10705511.2016.1221313 · Cited by 282 · cited 1× · see citing works
“The goal of our cluster analysis was to identify the smallest number of latent classes that adequately describe the associations among the observed variables (Nylund-Gibson & Masyn, 2016; Vermunt & Magidson, 2002).”
BackgroundGoldberg, P., Sümer, Ö., Stürmer, K., Wagner, W., Göllner, R., Gerjets, P. H., Kasneci, E., & Trautwein, U. (2019) · Educational Psychology Review · doi:10.1007/s10648-019-09514-z · Cited by 280 · cited 1× · see citing works
“There have been studies focused on these manifestations of behavioral engagement that used observational designs (Dixon et al., 2009; Goldberg et al., 2019; Goldin et al., 2019; Schnitzler et al., 2020).”
BackgroundWebb, N. M., Franke, M. L., Ing, M., Wong, J., Fernandez, C. H., Shin, N., & Turrou, A. C. (2014) · International Journal of Educational Research · doi:10.1016/j.ijer.2013.02.001 · Cited by 236 · cited 4× · see citing works
“Some studies have indicated that students who intensely verbally participate in class achieve better results than their less vocal schoolmates (Sedova et al., 2019; Ing et al., 2015; Larrain et al., 2019; Webb et al., 2014).”
BackgroundInfluentialSchnitzler, K., Holzberger, D., & Seidel, T. (2021) · European Journal of Psychology of Education · doi:10.1007/s10212-020-00500-6 · Cited by 213 · cited 8× · see citing works
“1 3 355 K. Sedova, M. Sedlacek Our results are in line with those of Schnitzler et al. (2020), who found the disengaged profile (low in hand-raising and in cognitive and emotional engagement) to be prevalent in the German eighth grade, and the busy profile (extremely high in hand-raising, high in…”
BackgroundResultInfluentialWang, M., Kiuru, N. H., Degol, J. L., & Salmela‐Aro, K. (2018) · Learning and Instruction · doi:10.1016/j.learninstruc.2018.06.003 · Cited by 201 · cited 2× · see citing works
“As stated by Fredricks et al. (2016) and Wang et al. (2018), engagement consists of four distinct but interrelated components: behavioral (involvement in academic activities), emotional (emotions toward teachers, classmates, and learning content), cognitive (self-regulation, persistence, and effort…”
BackgroundSupporting girls’ and boys’ engagement in math and science learning: A mixed methods study
Fredricks, J. A., Hofkens, T. L., Wang, M., Mortenson, E., & Scott, P. W. (2017) · Journal of Research in Science Teaching · doi:10.1002/tea.21419 · Cited by 189 · cited 1× · see citing works
“Since student socio economic background has been repeatedly examined as a predictor of student engagement or student achievement, we applied these variables into our models (see Bodovski et al., 2017; Fredricks et al., 2018; Jurik et al., 2013; Pfeffer, 2008, Tapola et al., 2013).”
MethodThe silent and the vocal: Participation and learning in whole-class discussion
O'Connor, C., Michaels, S., Chapin, S., & Harbaugh, A. G. (2017) · Learning and Instruction · doi:10.1016/j.learninstruc.2016.11.003 · Cited by 168 · see citing works
Jansen, M., Lüdtke, O., & Schroeders, U. (2016) · Contemporary Educational Psychology · doi:10.1016/j.cedpsych.2016.05.004 · Cited by 163 · cited 1× · see citing works
“This is in line with previous findings that suggest that engagement of any form increases achievement and students are seriously disadvantaged if no engagement forms are present (Bae & DeBusk-Lane, 2019; Jansen et al., 2016; Schnitzler et al., 2020; Wang & Peck, 2013).”
ResultSedova, K., Sedlacek, M., Svaricek, R., Majcik, M., Navratilova, J., Drexlerova, A., Kychler, J., & Salamounova, Z. (2019) · Learning and Instruction · doi:10.1016/j.learninstruc.2019.101217 · Cited by 146 · cited 6× · see citing works
“Some studies have indicated that students who intensely verbally participate in class achieve better results than their less vocal schoolmates (Sedova et al., 2019; Ing et al., 2015; Larrain et al., 2019; Webb et al., 2014).”
BackgroundResultInfluentialThe influence of personality on social participation in learning environments
Caspi, A., Chajut, E., Saporta, K., & Marom, T. (2005) · Learning and Individual Differences · doi:10.1016/j.lindif.2005.07.003 · Cited by 142 · cited 1× · see citing works
“We can hypothesize that these students do not talk due to their introversion and shyness (Caspi et al., 2006).”
BackgroundIng, M., Webb, N. M., Franke, M. L., Turrou, A. C., Wong, J., Shin, N., & Fernandez, C. H. (2015) · Educational Studies in Mathematics · doi:10.1007/s10649-015-9625-z · Cited by 136 · cited 4× · see citing works
“Some studies have indicated that students who intensely verbally participate in class achieve better results than their less vocal schoolmates (Sedova et al., 2019; Ing et al., 2015; Larrain et al., 2019; Webb et al., 2014).”
BackgroundInfluentialNot Just Robo-Students: Why Full Engagement Matters and How Schools Can Promote It
Conner, J. O., & Pope, D. C. (2013) · Journal of Youth and Adolescence · doi:10.1007/s10964-013-9948-y · Cited by 119 · cited 1× · see citing works
“The results of previous studies (Bae & DeBusk-Lane, 2019; Conner & Pope, 2013; Schnitzler et al., 2020) have indicated that student engagement patterns can be inconsistent across the behavioral, cognitive, and emotional components.”
ResultOllin, R. (2008) · Cambridge Journal of Education · doi:10.1080/03057640802063528 · Cited by 110 · cited 1× · see citing works
“Thus, according to Ollin (2008) the notion of classroom participation should be revised to encompass silent thinking as something different from passivity.”
BackgroundO'Connor, C., Michaels, S., & Chapin, S. (2015) · Socializing Intelligence Through Academic Talk and Dialogue · doi:10.3102/978-0-935302-43-1_9 · Cited by 107 · cited 1× · see citing works
“Several studies have confirmed a positive impact for students located in “talk intensive” classes in which students speak often, are involved in deep and meaningful conversations, and have supportive teachers (Alexander, 2018; Muhonen et al., 2018; O’Connor et al., 2015).”
BackgroundConstruction of mathematical knowledge through whole-class discussion
Inagaki, K., Hatano, G., & Morita, E. (1998) · Learning and Instruction · doi:10.1016/s0959-4752(98)00032-2 · Cited by 106 · cited 3× · see citing works
“Inagaki et al. (1998) claimed that Japanese sociocultural norms ensured that all students carefully listened during discussions and were thus able to utilize the discussion for learning even when they did not personally take the floor.”
BackgroundQuality of educational dialogue and association with students’ academic performance
Muhonen, H., Pakarinen, E., Poikkeus, A.-M., Lerkkanen, M.-K., & Rasku-Puttonen, H. (2018) · Learning and Instruction · doi:10.1016/j.learninstruc.2017.09.007 · Cited by 105 · cited 1× · see citing works
“Several studies have confirmed a positive impact for students located in “talk intensive” classes in which students speak often, are involved in deep and meaningful conversations, and have supportive teachers (Alexander, 2018; Muhonen et al., 2018; O’Connor et al., 2015).”
BackgroundBeliefs about Silence in the Classroom
Jaworski, A., & Sachdev, I. (1998) · Language and Education · doi:10.1080/09500789808666754 · Cited by 101 · cited 1× · see citing works
“Jaworski and Sachdev (1998) emphasized the positive impact of silence in the classroom, as it offers room for undisturbed thinking.”
BackgroundHow student characteristics affect girls' and boys' verbal engagement in physics instruction
Jurik, V., Gröschner, A., & Seidel, T. (2013) · Learning and Instruction · doi:10.1016/j.learninstruc.2012.09.002 · Cited by 99 · cited 1× · see citing works
“Since student socio economic background has been repeatedly examined as a predictor of student engagement or student achievement, we applied these variables into our models (see Bodovski et al., 2017; Fredricks et al., 2018; Jurik et al., 2013; Pfeffer, 2008, Tapola et al., 2013).”
MethodPredictors and outcomes of situational interest during a science learning task
Tapola, A., Veermans, M., & Niemivirta, M. (2013) · Instructional Science · doi:10.1007/s11251-013-9273-6 · Cited by 96 · cited 1× · see citing works
“Since student socio economic background has been repeatedly examined as a predictor of student engagement or student achievement, we applied these variables into our models (see Bodovski et al., 2017; Fredricks et al., 2018; Jurik et al., 2013; Pfeffer, 2008, Tapola et al., 2013).”
MethodTroubles with dialogic teaching
Sedova, K., Salamounova, Z., & Svaricek, R. (2014) · Learning, Culture and Social Interaction · doi:10.1016/j.lcsi.2014.04.001 · Cited by 92 · cited 2× · see citing works
“Students are expected to pay attention in silence and only briefly answer teacher questions when they are asked (Sedova et al., 2014).”
BackgroundAfter the Blackbird Whistles: Listening to Silence in Classrooms
Schultz, K. (2010) · Teachers College Record: The Voice of Scholarship in Education · doi:10.1177/016146811011201101 · Cited by 72 · cited 1× · see citing works
“Schultz (2010) noted that students who think quickly and formulate their ideas into articulate responses are often acknowledged by the teacher, but their speed does not necessarily mean that they think more productively than their silent peers.”
BackgroundCommunity College Student Engagement Patterns
Sáenz, V. B., Hatch, D. K., Bukoski, B. E., et al. (2011) · Community College Review · doi:10.1177/0091552111416643 · Cited by 68 · cited 1× · see citing works
“This meant, firstly, determining the number of clusters.4 Many methods can determine the appropriate number of clusters, but there is little consensus as to which is the most efficient or accurate (Saenz et al., 2011).”
BackgroundLarrain, A., Freire, P., López, P., & Grau, V. (2019) · Cognition and Instruction · doi:10.1080/07370008.2019.1627360 · Cited by 60 · cited 4× · see citing works
“Some studies have indicated that students who intensely verbally participate in class achieve better results than their less vocal schoolmates (Sedova et al., 2019; Ing et al., 2015; Larrain et al., 2019; Webb et al., 2014).”
BackgroundInfluentialMiddle school engagement profiles: Implications for motivation and achievement in science
Bae, C. L., & DeBusk-Lane, M. (2019) · Learning and Individual Differences · doi:10.1016/j.lindif.2019.101753 · Cited by 59 · cited 7× · see citing works
“Bae and DeBusk-Lane (2019) used the person-oriented approach to identify unique combinations of individual engagement components in students.”
BackgroundResultInfluentialCultural capital and academic achievement in post-socialist Eastern Europe
Bodovski, K., Jeon, H., & Byun, S.-Y. (2017) · British Journal of Sociology of Education · doi:10.1080/01425692.2016.1202746 · Cited by 58 · see citing works
The anatomy of adolescents’ emotional engagement in schoolwork
Ulmanen, S., Soini, T., Pietarinen, J., & Pyhältö, K. (2016) · Social Psychology of Education · doi:10.1007/s11218-016-9343-0 · Cited by 34 · cited 1× · see citing works
“As argued by Ulmanen et al. (2016), adolescent students feel tension between enjoying learning and belonging to a peer group in the class.”
BackgroundAre student engagement and peer relationships connected to student participation in classroom talk?
Sedláček, M., & Šeďová, K. (2020) · Learning Culture and Social Interaction · doi:10.1016/j.lcsi.2020.100411 · Cited by 33 · cited 2× · see citing works
“1 We addressed other forms of engagement (cognitive, emotional, and social) in a previously published study (Sedlacek & Sedova 2020).”
BackgroundDixon, J. K., Egendoerfer, L. A., & Clements, T. (2009) · Teaching and Teacher Education · doi:10.1016/j.tate.2009.04.011 · Cited by 32 · cited 1× · see citing works
“There have been studies focused on these manifestations of behavioral engagement that used observational designs (Dixon et al., 2009; Goldberg et al., 2019; Goldin et al., 2019; Schnitzler et al., 2020).”
BackgroundŠeďová, K., Švaříček, R., & Šalamounová, Z. (2012) · Cited by 26 · see citing works
Beyond Oral Participation: A Typology of Student Engagement in Classroom Discussions
Shi, M., & Tan, C. Y. (2020) · New Zealand Journal of Educational Studies · doi:10.1007/s40841-020-00166-0 · Cited by 23 · cited 2× · see citing works
“Utilizing both measurements of talk time and of self-reported data on internal behavioral engagement allows us to enter the discussion on silent and vocal forms of student classroom participation (O’Connor et al., 2017; Shi & Tan, 2020).”
BackgroundResnick, L. Β., Asterhan, C. S. C., & Clarke, S. N. (2015) · Socializing Intelligence Through Academic Talk and Dialogue · doi:10.3102/978-0-935302-43-1_1 · Cited by 23 · see citing works
Supporting Students’ Learning Practices: Redefining Participation and Engagement
Goldin, S., O’Neill, M. K., Naik, S. S., & Zaccarelli, F. G. (2019) · The Elementary School Journal · doi:10.1086/701654 · Cited by 6 · cited 2× · see citing works
“Goldin et al. (2019) identified three kinds of student learning practices central to participation in class: listening, speaking publicly, and making and using records.”
Background
Flagged first, then by citations
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The relationship between teacher talk and students’ academic achievement: A meta-analysis
Yang, T., & Chen, G. (2024) · Educational Research Review · doi:10.1016/j.edurev.2024.100638 · Cited by 42 · see citing works
Differences between low and high achievers in whole-classroom dialogue participation quality
Bouton, E., Yosef, D., & Asterhan, C. S. C. (2025) · Learning and Instruction · doi:10.1016/j.learninstruc.2025.102088 · Cited by 10 · see citing works
Mundelsee, L., & Jurkowski, S. (2024) · American Educational Research Journal · doi:10.3102/00028312241278585 · Cited by 7 · see citing works
“Therefore, creating opportunities for students to participate orally in class has been consistently proclaimed as an important goal for teachers (Mercer & Dawes, 2014; Sedova & Sedlacek, 2023).”
Jiang, L., Zhang, B., Tang, X., Wu, L., & Li, H. (2025) · Interactive Learning Environments · doi:10.1080/10494820.2025.2523402 · Cited by 6 · see citing works
“Studies have shown that such behavioral indicators are significantly associated with learning outcomes and classroom engagement(Sedova & Sedlacek, 2023), providing a robust empirical foundation for assessing students ’ verbal initiative.”
Engineering students’ cognitive engagement and visual attention in undergraduate mathematics lessons
Lehesvuori, S., Järvinen, M., Räty, P., Lämsä, J., Roslöf, J., Kettunen, L., & Hämäläinen, R. (2025) · International Journal of Mathematical Education in Science and Technology · doi:10.1080/0020739x.2025.2551829 · Cited by 4 · see citing works
“Although listening can include attentive or active periods supporting higher order thinking (Hsiao et al., 2022), the research supports the importance of verbal participation in the learning processes (Šeďová & Sedlácek, 2023).”
A Comparative Study of Two Active Learning Approaches for General Chemistry
Tran, L. A., Clements, K. A., Obenland, C. A., Kincaid, K., Munson, A. H., & Hutchinson, J. S. (2024) · Journal of Chemical Education · doi:10.1021/acs.jchemed.4c00638 · Cited by 3 · see citing works
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“…know what kind of school parents send their children to, how involved they are in their children’s studies and school life, and whether they can afford to participate in various extracurricular activities (Hegedűs, 2020; Pusztai, 2009; Sebestyén, 2023; Šeďová & Sedláček, 2023; Ule & Živoder, 2023).”
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Supporting Teachers of Pre-primary Education to Develop Children’s Thinking
Koželuhová, E., & Stralczynská, B. L. (2024) · doi:10.18690/um.pef.2.2024.4
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Active and passive explicit instruction in question‐formulating in higher education
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Who benefits from teaching quality: the role of prior achievement in Czech lower secondary schools
Šeďová, K., & Sedláček, M. (2026) · Frontiers in Education · doi:10.3389/feduc.2025.1712000
Mararac, A. M. S., Gante, L. I., & Galay-Limos, J. A. (2026) · International Journal of Research Studies in Education · doi:10.5861/ijrse.2026.26714
- Authors
- Sedova, K., & Sedlacek, M.
- ORCID
- Sedova, Klara
- Venue
- Instructional Science
- Published
- 2023-01-23
- Volume
- 51
- Issue
- 2
- Pages
- 343-361
- ISSN
- 0020-4277 (ISSN-L)
- 1573-1952
- OpenAlex
- W4317740052
- Semantic Scholar
- ab3a041e448afc4a15be8e0bc3c30c135196465f
- Cited by
- 16
- References
- 49
- Citations by year
- 2026: 2 · 2025: 9 · 2024: 5
- FWCI
- 4.58
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Locations
- Instructional Science (publishedVersion, cc-by)
- Funders
- Czech Science Foundation (GA21-16021S)
- National Recovery Plan (LX22NPO5101)
- Topics
- Social Sciences › Psychology › Social Psychology › Communication in Education and Healthcare
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Education, Achievement, and Giftedness
- Social Sciences › Psychology › Developmental and Educational Psychology › Innovative Teaching and Learning Methods
- Keywords
- classroom discourse, student participation, academic performance, reading literacy, ninth grade students, language arts instruction, socioeconomic background, person-oriented approach
About these checks
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.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-23.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-23.
Cited sources are checked by gpt-6-sol.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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