Foreign language enjoyment and anxiety: The effect of teacher and learner variables
Abstract
Positive psychology has boosted interest in the positive as well as the negative emotions that Foreign Language learners experience. The present study examines whether – and to what extent – foreign language enjoyment (FLE) and foreign language (FL) classroom anxiety (FLCA) are linked to a range of learner internal variables and teacher/classroom-specific variables within one specific educational context. Participants were 189 British high school students learning various FLs. Higher levels of FLE were linked to higher scores on attitudes towards the FL, the FL teacher, FL use in class, proportion of time spent on speaking, relative standing and stage of development. Lower levels FLCA were linked to higher scores on attitudes towards the FL, relative standing and stage of development. FLCA thus seems less related to teacher and teacher practices than FLE. The pedagogical implication is that teachers should strive to boost FLE rather than worry too much about students’ FLCA.
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Written from the paper’s full text.
TL;DR
This questionnaire study of 189 British high school foreign language learners found that foreign language enjoyment (FLE) and foreign language classroom anxiety (FLCA) are weakly negatively related and largely separate emotion dimensions. FLE was linked to more learner-internal and teacher/classroom variables than FLCA, leading the authors to advise teachers to focus on boosting enjoyment rather than worrying primarily about anxiety.
Key findings
- FLE and FLCA had a small significant negative correlation, \(r(188) = -.194, p < .007\), sharing only 3.8% of variance; mean FLE was 3.9 (\(SD = 0.6\)) and mean FLCA was 2.4 (\(SD = 0.8\)).
- FLE was significantly linked to age, \(F(6,189) = 4.0, p < .001, \eta^2 = .118\); gender, with females higher than males (4.2 vs. 3.8, \(t = 3.7, p < .0001, d = 0.54\)); FL level, \(F(3,185) = 4.4, p < .005, \eta^2 = .066\); attitude towards the FL, \(F(3,185) = 24.8, p < .0001, \eta^2 = .287, d = 1.27\); attitude towards the teacher, \(F(4,184) = 16.7, p < .0001, \eta^2 = .267, d = 1.2\); teacher FL use, \(F(4,184) = 6.2, p < .0001, \eta^2 = .118, d = .73\); time spent speaking, \(F(6,182) = 2.5, p < .023, \eta^2 = .076\); and teacher predictability negatively, \(F(3,185) = 3.9, p < .001, \eta^2 = .06, d = .50\).
- FLCA was significantly linked to gender, with females higher than males (2.6 vs. 2.3, \(t = 2.5, p < .014, d = 0.37\)); FL level, \(F(3,185) = 12.3, p < .0001, \eta^2 = .166, d = .89\); relative standing among peers, \(F(3,185) = 13.4, p < .0001, \eta^2 = .076, d = .57\); and attitude towards the FL, \(F(3,185) = 4.0, p < .009, \eta^2 = .069, d = .54\). Teacher/classroom variables were mostly unrelated to FLCA.
- Multilingualism was unrelated to both FLE and FLCA. The results section reports relative standing was not significantly linked to FLE, although the abstract and conclusion list it among FLE correlates.
Methods
- Participants were 189 high school students (49 females, 140 males) aged 12–18 from two Greater London schools: Dame Alice Owen’s (\(n = 63\)) and Westminster School (\(n = 126\)); most studied French (\(n = 144\)), and the sample was described as very good FL students.
- An anonymous online questionnaire collected demographics, attitudes towards the FL and teacher, teacher FL use, time spent on reading/writing/listening/speaking, teacher predictability, 10 FLE items from Dewaele and MacIntyre (2014; Cronbach alpha = .88), and 8 FLCA items from the FLCAS (Cronbach alpha = .85), using 5-point Likert scales.
- Analyses included Pearson correlation, independent t-tests, one-way ANOVAs, and Gabriel post-hoc tests, with effect sizes interpreted using Plonsky and Oswald’s benchmarks.
Limitations
- The authors state the design was non-experimental, so they identified relationships without claiming direct causality.
- The authors state self-selection bias may have skewed results positively, that findings may not generalize to the whole FL population, and that participants were very good FL students in selective schools.
- Evident from the text: the sample is gender-imbalanced (49 females vs. 140 males) and drawn from only two selective/top-performing Greater London schools; the paper also contains an inconsistency in which relative standing is listed as an FLE correlate in the abstract/conclusion but reported as non-significant for FLE in the results and Table 1.
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- Findingown data§ INSERT FIGURE 4 · p. 9
Attitude towards the foreign language had a significant effect on foreign language enjoyment (FLE), with a large effect size.
“The attitude towards the FL was found to have a significant effect on FLE ( df (3, 185), F = 24.8, p < .0001, eta 2 = .287, Cohen's d = 1.27, which is a large effect size (see figure 5)”
Quote in the paperSubstantial claim - Findingown data§ Abstract · p. 1
Relative standing among peers in the foreign language classroom is significantly linked to foreign language classroom anxiety (FLCA).
“Lower levels FLCA were linked to higher scores on attitudes towards the FL, relative standing and stage of development.”
- Also stated in: § INSERT FIGURE 1 · p. 9 · plain
“Relative standing among peers in the FL classroom was also significantly linked to FLCA ( df (3, 185), F = 13.4, p < .0001, eta 2 = .076, Cohen's d = .57 - a small effect size”
Quote in the paperSubstantial claim - Also stated in: § INSERT FIGURE 1 · p. 9 · plain
- Findingown data§ Abstract · p. 1
Foreign language enjoyment (FLE) is linked to higher scores on attitudes towards the foreign language.
“Levels of FLE were linked to higher scores on attitudes towards the FL, the FL teacher, FL use in class, proportion of time spent on speaking, relative standing and stage of development.”
Quote in the paperSubstantial claim- Rests on an assumption: The single-item measures of attitudes towards the foreign language, the foreign language teacher, frequency of foreign language use, time spent on speaking, and predictability are valid measures of those constructs.
- Findingown data§ INSERT FIGURE 1 · p. 8
Female participants scored higher than male participants on foreign language enjoyment (FLE) (Females Mean=4.2, SD=0.5; Males Mean=3.8, SD=0.6; t=3.7, p<.0001, Cohen's d=0.54, r2=0.07).
“Two independent t-tests revealed that the 49 female participants scored higher than the 140 males on FLE: (Females Mean = 4.2, SD = 0.5; Males Mean = 3.8, SD = 0.6).”
- Also stated in: § INSERT FIGURE 1 · p. 8 · plain
“These differences were significant for FLE ( df = 187, t = 3.7, p < .0001, Cohen's d = 0.54, r 2 = 0.07)”
Quote in the paperNot a substantial claim - Also stated in: § INSERT FIGURE 1 · p. 8 · plain
- Findingown data§ INSERT FIGURE 4 · p. 9
Those with very favourable attitudes towards the foreign language had significantly higher FLE scores than the three other groups.
“Those with very favourable attitudes had significantly higher FLE scores than the three other groups (all p < .0001).”
Quote in the paperSubstantial claim
- Findingown data§ INSERT FIGURE 1 · p. 8
Post-hoc Gabriel tests showed significant differences in foreign language enjoyment (FLE) between those who labelled themselves as low intermediate and intermediate (p<.013).
“Post-hoc Gabriel tests 6 only showed significant differences in FLE between those who labelled themselves as low intermediate and intermediate ( p < .013).”
Quote in the paperNot a substantial claim- Rests on an assumption: Participants' self-reported level of mastery in the foreign language accurately reflects their actual proficiency.
- Findingown data§ INSERT FIGURE 1 · p. 9
Participants who felt below average compared to peers in their class reported more foreign language classroom anxiety (FLCA) than those who felt above average (p<.002).
“Post-hoc Gabriel tests showed that participants who felt below average compared to peers in their class reported more FLCA than those who felt above or far above average ( p < .002 and p < .0001 respectively).”
Quote in the paperSubstantial claim - Findingown data§ INSERT FIGURE 1 · p. 9
Participants who felt average compared to peers in their class suffered more from foreign language classroom anxiety (FLCA) than those who felt above average (p<.0001).
“Participants who felt average also suffered more from FLCA than those who felt above or far above average (all p < .0001).”
Quote in the paperSubstantial claim - Findingown data§ INSERT FIGURE 1 · p. 8
High intermediate learners were significantly less anxious than intermediate learners (p<.0001).
“High intermediate learners were significantly less anxious than the low intermediate and intermediate groups (both p < .0001).”
Quote in the paperSubstantial claim- Rests on an assumption: Participants' self-reported level of mastery in the foreign language accurately reflects their actual proficiency.
- Findingown data§ INSERT FIGURE 1 · p. 8
Female participants scored higher than male participants on foreign language classroom anxiety (FLCA) (Females Mean=2.6, SD=0.9; Males Mean=2.3, SD=0.7; t=2.5, p<.014, Cohen's d=0.37, r2=0.03).
“Female participants also scored higher on FLCA: (Females Mean = 2.6, SD = 0.9; Males Mean = 2.3, SD = 0.7).”
- Also stated in: § INSERT FIGURE 1 · p. 8 · plain
“These differences were significant for FLE ( df = 187, t = 3.7, p < .0001, Cohen's d = 0.54, r 2 = 0.07) and for FLCA ( df = 187, t = 2.5, p < .014 Cohen's d = 0.37, r 2 = 0.03) respectively).”
Quote in the paperNot a substantial claim - Also stated in: § INSERT FIGURE 1 · p. 8 · plain
- Findingown data§ INSERT FIGURE 1 · p. 9
Participants who felt below average compared to peers in their class reported more foreign language classroom anxiety (FLCA) than those who felt far above average (p<.0001).
“Post-hoc Gabriel tests showed that participants who felt below average compared to peers in their class reported more FLCA than those who felt above or far above average ( p < .002 and p < .0001 respectively).”
Quote in the paperSubstantial claim - Findingown data§ INSERT FIGURE 1 · p. 8
Lower-intermediate learners reported significantly more foreign language classroom anxiety (FLCA) than advanced learners (p<.002).
“Lower-intermediate learners reported significantly more FLCA than high intermediate ( p < .0001) and advanced learners ( p < .002).”
Quote in the paperSubstantial claim- Rests on an assumption: Participants' self-reported level of mastery in the foreign language accurately reflects their actual proficiency.
- Findingown data§ Abstract · p. 1
Foreign language enjoyment (FLE) is linked to higher scores on foreign language use in class.
“Levels of FLE were linked to higher scores on attitudes towards the FL, the FL teacher, FL use in class, proportion of time spent on speaking, relative standing and stage of development.”
Quote in the paperSubstantial claim- Rests on an assumption: The single-item measures of attitudes towards the foreign language, the foreign language teacher, frequency of foreign language use, time spent on speaking, and predictability are valid measures of those constructs.
- Findingown data§ I The relationship between FLE and FLCA · p. 8
There is a significant negative correlation between foreign language enjoyment (FLE) and foreign language classroom anxiety (FLCA) (r(188)=-.194, p<.007).
“A Pearson correlation analysis revealed a significant negative correlation between FLE and FLCA ( r (188) = -.194, p < .007).”
Quote in the paperSubstantial claim - Findingown data§ II Learner-internal variables · p. 8
Age had no effect on foreign language classroom anxiety (FLCA) (F=.6, p=ns).
“One-way ANOVAs revealed that age had no effect on FLCA ( df (6, 189), F = .6, p = ns )”
Quote in the paperNot a substantial claim - Findingown data§ INSERT FIGURE 1 · p. 8
High intermediate learners were significantly less anxious than low intermediate learners (p<.0001).
“High intermediate learners were significantly less anxious than the low intermediate and intermediate groups (both p < .0001).”
Quote in the paperSubstantial claim- Rests on an assumption: Participants' self-reported level of mastery in the foreign language accurately reflects their actual proficiency.
- Findingown data§ Abstract · p. 1
Foreign language enjoyment (FLE) is linked to higher scores on relative standing among peers.
“Levels of FLE were linked to higher scores on attitudes towards the FL, the FL teacher, FL use in class, proportion of time spent on speaking, relative standing and stage of development.”
Quote in the paperNot a substantial claim - Findingown data§ INSERT FIGURE 1 · p. 8
The number of languages known to participants was unrelated to foreign language enjoyment (FLE) (F=1.6, p=ns).
“One-way ANOVAs showed that the number of languages known to the participants was unrelated both to FLE and FLCA ( df (5, 185), F = 1.6, p = ns and df (5, 185), F = 1.9, p = .09 respectively).”
Quote in the paperNot a substantial claim - Findingown data§ INSERT FIGURE 1 · p. 8
Lower-intermediate learners reported significantly more foreign language classroom anxiety (FLCA) than high intermediate learners (p<.0001).
“Lower-intermediate learners reported significantly more FLCA than high intermediate ( p < .0001) and advanced learners ( p < .002).”
Quote in the paperSubstantial claim- Rests on an assumption: Participants' self-reported level of mastery in the foreign language accurately reflects their actual proficiency.
- Findingown data§ INSERT FIGURE 4 · p. 9
Post-hoc Gabriel tests showed significant differences in FLE between those with (very) unfavourable attitudes towards the foreign language and those with favourable and very favourable attitudes.
“Post-hoc Gabriel tests showed significant differences in FLE between those with (very) unfavourable attitudes towards the FL and those with favourable ( p < .002) and very favourable attitudes ( p < .0001).”
Quote in the paperSubstantial claim - Findingown data§ INSERT FIGURE 4 · p. 9
Attitude towards the foreign language had a significant effect on foreign language classroom anxiety (FLCA), with a small effect size.
“and on FLCA ( df (3, 185), F = 4.0, p < .009, eta 2 = .069, Cohen's d = .54 - a small effect size (Plonsky & Oswald, 2014) (see figure 6).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Plonsky & Oswald, 2014
Not checked in the free run.
- Findingown data§ Abstract · p. 1
Foreign language enjoyment (FLE) is linked to higher scores on proportion of time spent on speaking.
“Levels of FLE were linked to higher scores on attitudes towards the FL, the FL teacher, FL use in class, proportion of time spent on speaking, relative standing and stage of development.”
Quote in the paperNot a substantial claim- Rests on an assumption: The single-item measures of attitudes towards the foreign language, the foreign language teacher, frequency of foreign language use, time spent on speaking, and predictability are valid measures of those constructs.
- Findingown data§ Abstract · p. 1
Lower levels of foreign language classroom anxiety (FLCA) are linked to higher scores on attitudes towards the foreign language.
“Lower levels FLCA were linked to higher scores on attitudes towards the FL, relative standing and stage of development.”
Quote in the paperSubstantial claim- Rests on an assumption: The single-item measures of attitudes towards the foreign language, the foreign language teacher, frequency of foreign language use, time spent on speaking, and predictability are valid measures of those constructs.
- Findingown data§ II Learner-internal variables · p. 8
Age had a significant effect on foreign language enjoyment (FLE) (F=4.0, p<.001, eta2=.118), Cohen's d=.73, a medium effect size.
“but did have a significant effect on FLE ( df (6, 189), F = 4.0, p < .001, eta 2 = .118), Cohen's d = .73 which represents a medium effect size”
Quote in the paperNot a substantial claim - Findingown data§ INSERT FIGURE 1 · p. 8
The number of languages known to participants was unrelated to foreign language classroom anxiety (FLCA) (F=1.9, p=.09).
“One-way ANOVAs showed that the number of languages known to the participants was unrelated both to FLE and FLCA ( df (5, 185), F = 1.6, p = ns and df (5, 185), F = 1.9, p = .09 respectively).”
Quote in the paperNot a substantial claim - Findingown data§ Abstract · p. 1
More advanced foreign language learners reported significantly less foreign language classroom anxiety (FLCA).
“Lower levels FLCA were linked to higher scores on attitudes towards the FL, relative standing and stage of development.”
- Also stated in: § INSERT FIGURE 1 · p. 8 · plain
“and significantly less FLCA ( df (3, 185), F = 12.3, p < .0001, eta 2 = .166, Cohen's d = .89 - a medium to large effect size”
Quote in the paperSubstantial claim- Rests on an assumption: Participants' self-reported level of mastery in the foreign language accurately reflects their actual proficiency.
- Also stated in: § INSERT FIGURE 1 · p. 8 · plain
- Findingown data§ INSERT FIGURE 1 · p. 9
Participants who felt average compared to peers in their class suffered more from foreign language classroom anxiety (FLCA) than those who felt far above average (p<.0001).
“Participants who felt average also suffered more from FLCA than those who felt above or far above average (all p < .0001).”
Quote in the paperSubstantial claim - Findingown data§ Abstract · p. 1
More advanced foreign language learners reported significantly more foreign language enjoyment (FLE).
“Levels of FLE were linked to higher scores on attitudes towards the FL, the FL teacher, FL use in class, proportion of time spent on speaking, relative standing and stage of development.”
- Also stated in: § INSERT FIGURE 1 · p. 8 · plain
“More advanced FL learners reported significantly more FLE ( df (3, 185), F = 4.4, p < .005, eta 2 = .066, Cohen's d = .53, a small effect size”
Quote in the paperSubstantial claim- Rests on an assumption: Participants' self-reported level of mastery in the foreign language accurately reflects their actual proficiency.
- Also stated in: § INSERT FIGURE 1 · p. 8 · plain
- Findingown data§ Abstract · p. 1
Foreign language enjoyment (FLE) is linked to higher scores on attitudes towards the foreign language teacher.
“Levels of FLE were linked to higher scores on attitudes towards the FL, the FL teacher, FL use in class, proportion of time spent on speaking, relative standing and stage of development.”
Quote in the paperSubstantial claim- Rests on an assumption: The single-item measures of attitudes towards the foreign language, the foreign language teacher, frequency of foreign language use, time spent on speaking, and predictability are valid measures of those constructs.
- Findingown data§ INSERT FIGURE 1 · p. 9
Relative standing among peers in the foreign language classroom was not linked to foreign language enjoyment (FLE) (F=2.3, p=ns).
“but not to FLE ( df (3, 185), F = 2.3, p = ns ).”
Quote in the paperNot a substantial claim - Findingown data§ INSERT TABLE 1 · p. 11
Relative standing among peers had no effect on FLE.
“had a significant negative effect on FLCA, but no effect on FLE.”
Quote in the paperSubstantial claim - Findingown data§ INSERT FIGURE 7 · p. 10
The amount of time students spent speaking the foreign language was not linked to FLCA.
“but not to FLCA ( df (6, 182), F = 0.9, p = ns ).”
Quote in the paperNot a substantial claim - Findingown data§ INSERT TABLE 1 · p. 11
The present study showed that there are various sources of anxiety including peer relationships, attitudes, and proficiency.
“The present study showed that there are various sources of anxiety including peer relationships, attitudes, proficiency”
Quote in the paperNot a substantial claim - Findingown data§ INSERT FIGURE 7 · p. 9
The frequency with which a teacher used the foreign language in class did not affect FLCA.
“but did not affect FLCA ( df (4, 184), F = 0.7, p = ns ).”
Quote in the paperNot a substantial claim - Findingown data§ INSERT FIGURE 9 · p. 10
Teacher predictability had no effect on FLCA.
“Teacher predictability was found to have no effect on FLCA ( df (3, 185), F = .2, p = ns )”
Quote in the paperNot a substantial claim - Findingreasoning§ INSERT TABLE 1 · p. 11
Relative standing among peers had a significant negative effect on FLCA.
“had a significant negative effect on FLCA, but no effect on FLE.”
Quote in the paperSubstantial claim - Findingown data§ INSERT FIGURE 7 · p. 9
More frequent foreign language use by the teacher was linked to a linear increase in levels of FLE among students.
“In other words, more frequent FL use by the teacher was linked to a linear increase in levels of FLE among students (see figure 8).”
Quote in the paperSubstantial claim - Findingown data§ INSERT FIGURE 7 · p. 10
The proportion of time that students spent on reading, writing and listening was unrelated to levels of FLE and FLCA.
“The proportion of time that students spent on reading, writing and listening turned out to be unrelated to levels of FLE and FLCA.”
Quote in the paperNot a substantial claim - Findingcitation§ III Teacher-centred variables · p. 9
Attitude towards the teacher had a significant effect on FLE, with a large effect size.
“One-way ANOVAs showed that attitude towards the teacher had a significant effect on FLE ( df (4, 184), F = 16.7, p < .0001, eta 2 = .267, Cohen's d = 1.2 - a large effect size (Plonsky & Oswald, 2014)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Plonsky & Oswald, 2014
Not checked in the free run.
- Findingown data§ INSERT FIGURE 9 · p. 10
Higher levels of teacher predictability were linked to lower levels of FLE.
“Higher levels of predictability were linked to lower levels of FLE.”
Quote in the paperNot a substantial claim - Findingnone given§ INSERT TABLE 1 · p. 12
The participants were very good foreign language students in selective schools.
“Our participants were very good FL students in selective schools.”
Quote in the paperSubstantial claim - Findingown data§ INSERT FIGURE 7 · p. 10
Levels of FLE increased gradually with more time spent on speaking and topped off at 50-60% of the time dedicated to this activity, after which it dropped off sharply.
“Levels of FLE increased gradually with more time spent on speaking and topped off at 50-60% of the time dedicated to this activity, after which it dropped off sharply (see figure 9).”
Quote in the paperNot a substantial claim - Findingown data§ INSERT TABLE 1 · p. 11
Relative standing among peers in the foreign language class was strongly positively correlated with the students' most recent test results.
“The relative standing among peers in the FL class, found to be strongly positively correlated with the students' most recent test results,”
Quote in the paperSubstantial claim - Findingown data§ INSERT TABLE 1 · p. 11
The biggest jump in FLE and concomitant drop in FLCA was situated between those reporting intermediate and those reporting high intermediate levels in the foreign language.
“The biggest jump in FLE and concomitant drop in FLCA was situated between those reporting intermediate and those reporting high intermediate levels in the FL.”
Quote in the paperNot a substantial claim - Findingreasoning§ INSERT TABLE 1 · p. 11
No significant relationship emerged between the degree of multilingualism and the dependent variables.
“No significant relationship emerged between the degree of multilingualism and the dependent variables.”
Quote in the paperSubstantial claim - Findingown data§ VII Conclusion · p. 13
Fewer variables were linked to lower levels of FLCA, namely positive attitudes towards the foreign language, higher relative standing among peers in the foreign language and a relatively advanced stage of development of the foreign language.
“Fewer variables were linked to lower levels of FLCA, namely positive attitudes towards the FL, higher relative standing among peers in the FL and a relative advanced stage of development of the FL.”
Quote in the paperSubstantial claim - Findingown data§ III Teacher-centred variables · p. 9
More positive attitudes towards the teacher corresponded with higher levels of FLE.
“Unsurprisingly, more positive attitudes corresponded with higher levels of FLE (see figure 7).”
Quote in the paperSubstantial claim - Findingown data§ VII Conclusion · p. 13
FLCA seems much less related to teacher and teacher practices than FLE.
“The striking difference between the dimensions of FLE and FLCA is that the latter dimension seems much less related to teacher and teacher practices than FLE.”
Quote in the paperSubstantial claim - Findingown data§ INSERT FIGURE 4 · p. 9
Differences in FLCA were only significant between those with the most negative and the most positive attitudes towards the foreign language.
“Differences in FLCA were only significant between those with the most negative and the most positive attitudes towards the FL ( p < .019).”
Quote in the paperNot a substantial claim - Findingcitation§ INSERT FIGURE 7 · p. 10
The amount of time students spent speaking the foreign language was positively linked to FLE.
“However, the amount of time students spent speaking the FL was positively linked to FLE ( df (6, 182), F = 2.5, p < .023, eta 2 = 0.076, Cohen's d = .57 - halfway between a small and a medium effect size (Plonsky & Oswald, 2014)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Plonsky & Oswald, 2014
Not checked in the free run.
- Findingown data§ III Teacher-centred variables · p. 9
Attitude towards the teacher had little effect on FLCA.
“but had little effect on FLCA ( df (4, 184), F = 2.3, p = .06).”
Quote in the paperNot a substantial claim - Findingown data§ INSERT TABLE 1 · p. 11
Feeling stronger than peers did not increase participants' FLE.
“However, feeling stronger than the peers did not increase participants' FLE.”
Quote in the paperSubstantial claim - Findingcitation§ INSERT FIGURE 7 · p. 9
The frequency with which a teacher used the foreign language in class had a significant positive effect on FLE, with a medium effect size.
“The frequency with which a teacher used the FL in class had a significant positive effect on FLE ( df (4, 184), F = 6.2, p < .0001, eta 2 = .118, Cohen's d = .73 - a medium effect size (Plonsky & Oswald, 2014)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Plonsky & Oswald, 2014
Not checked in the free run.
- Study design and conductown data§ II The instrument · p. 7
The 8-item foreign language classroom anxiety (FLCA) scale had high internal consistency (Cronbach alpha = .85).
“A scale analysis revealed high internal consistency (Cronbach alpha = .85).”
Quote in the paperNot a substantial claim - Premisecitation§ II Literature review · p. 3
Specific positive classroom activities can boost foreign language learners' levels of foreign language enjoyment (FLE).
“specific positive classroom activities can boost FL learners' levels of FLE.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Dewaele & MacIntyre, 2014
Not checked in the free run.
- Premisecitation§ II Literature review · p. 3
Teachers played an important part in their students' foreign language enjoyment (FLE).
“teachers played an important part in their students' FLE, confirming previous research (Arnold, 2011).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Arnold, 2011
Not checked in the free run.
- Study design and conductown data§ II The instrument · p. 7
The 10-item foreign language enjoyment (FLE) scale had high internal consistency (Cronbach alpha = .88).
“A scale analysis revealed high internal consistency (Cronbach alpha = .88).”
Quote in the paperNot a substantial claim - Interpretationown data§ Abstract · p. 1
Foreign language classroom anxiety (FLCA) is less related to teacher and teacher practices than foreign language enjoyment (FLE).
“FLCA thus seems less related to teacher and teacher practices than FLE.”
Quote in the paperSubstantial claim- Rests on an assumption: Participants' self-reported level of mastery in the foreign language accurately reflects their actual proficiency.
- Rests on an assumption: The single-item measures of attitudes towards the foreign language, the foreign language teacher, frequency of foreign language use, time spent on speaking, and predictability are valid measures of those constructs.
- Interpretationreasoning§ VII Conclusion · p. 13
Teachers' attempts to reduce FLCA will not automatically boost students' FLE.
“The pedagogical implication is that teachers' attempts to reduce FLCA will not automatically boost student' FLE.”
Quote in the paperSubstantial claim - Interpretationreasoning§ INSERT TABLE 1 · p. 13
A self-selection bias may have skewed the results towards a more positive portrayal of foreign language learning.
“It is important to mention the fact that a self-selection bias may have skewed the results towards a more positive portrayal of the FL learning.”
Quote in the paperSubstantial claim - Interpretationown data§ INSERT TABLE 1 · p. 12
The lack of effects of time spent on the four skills on FLCA shows that how much time teachers choose to spend on the various skills does not affect how anxious students feel in the foreign language classroom.
“The lack of effects of time spent on the four skills on FLCA shows that how much time teachers choose to spend on the various skills does not affect how anxious students feel in the FL classroom.”
Quote in the paperSubstantial claim - Interpretationown data§ VII Conclusion · p. 13
FLE does not represent the positive pole of some generic emotion dimension with anxiety at the negative pole.
“It confirms the observation that FLE does not represent the positive pole of some generic emotion dimension with anxiety at the negative pole.”
Quote in the paperSubstantial claim - Interpretationreasoning§ VI Discussion · p. 10
It is possible for individuals to score high or low on both FLE and FLCA.
“In other words, while participants who score high on FLE will tend to score low on FLCA, it is also possible for individuals to score high -or low- on both dimensions.”
Quote in the paperSubstantial claim - Study design and conductreasoning§ INSERT TABLE 1 · p. 12
Because the research design was non-experimental, the study cannot automatically assume that teachers cause variation in FLE.
“We are aware that since our research design was non-experimental, we cannot automatically assume that teachers 'cause' variation in FLE because it could be argued that student behaviour is antecedent.”
Quote in the paperSubstantial claim - Interpretationreasoning§ INSERT TABLE 1 · p. 13
The findings may not be generalised to the whole foreign language population.
“Our findings may thus not be generalised to the whole FL population, but it gives us a very good panorama of those who probably best described as 'good language learners'.”
Quote in the paperSubstantial claim - Interpretationcitation§ INSERT TABLE 1 · p. 10
The negative backwash effect of GCSE and A-level exams has a negative effect on FLE.
“The looming GCSE and A-level exams force teachers to prepare students for the exams and to 'teach to the test', producing what is referred to in the literature on assessment and learning as a 'negative backwash effect' (see Ahmad & Rao, 2012). This undoubtedly has a negative effect on FLE.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Ahmad & Rao, 2012
Not checked in the free run.
- Premisecitation§ INSERT TABLE 1 · p. 12
Flow experiences, which are inherently enjoyable, typically involve speaking in the foreign language classes with peers and teacher listening.
“This could be linked to the fact that flow experiences, which are inherently enjoyable, typically involve speaking in the FL classes with peers and teacher listening - as the experience of Simona referred to in Dewaele et al. (2016) illustrated.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Dewaele et al. (2016)
Not checked in the free run.
- Interpretationown data§ INSERT TABLE 1 · p. 11
The study did not produce evidence that multilingualism and FLE/FLCA are related.
“Because this result is difficult to interpret, it should not be taken to indicate that multilingualism and FLE/FLCA are unrelated but rather that the study did not produce evidence that they are related.”
Quote in the paperSubstantial claim - Interpretationreasoning§ VII Conclusion · p. 13
Students could score high, or low, on both FLE and FLCA dimensions.
“This means that students could score high, or low, on both dimensions.”
Quote in the paperSubstantial claim - Interpretationown data§ VI Discussion · p. 10
Enjoyment and anxiety are separate dimensions.
“The low amount of shared variance in the present study can be interpreted as further evidence that enjoyment and anxiety are separate dimensions.”
Quote in the paperSubstantial claim - Interpretationreasoning§ INSERT TABLE 1 · p. 12
Listening, reading and writing may be less prone to experiences of flow.
“Listening, reading and writing may be less prone to experiences of flow.”
Quote in the paperSubstantial claim
- May combine two claims. 21
- Classified as probably not a substantial claim. 17
May combine two claims.
Findingreasoning§ INSERT TABLE 1 · p. 11Students who had a more positive attitude towards the foreign language reported both significantly more FLE and less FLCA.
“Unsurprisingly, students who had a more positive attitude towards the FL reported both significantly more FLE and less FLCA.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown data§ VI Discussion · p. 10FLE and FLCA had a small but significant negative relationship, with the dimensions sharing less than 4% of variance.
“A small but significant negative relationship was found, with the dimensions sharing less than 4% of variance.”
Quote in the paperSubstantial claimMay combine two claims.
Findingnone given§ INSERT TABLE 1 · p. 13Although all foreign language students in both schools were contacted through their parents, only a fraction filled out the online questionnaire.
“Although all FL students in both schools were contacted through their parents, only a fraction filled out the online questionnaire.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown data§ INSERT TABLE 1 · p. 10The relationship between age and FLE in the present study was not linear; fourteen and fifteen year-olds seemed to enjoy their foreign language classes least of all.
“The relationship in the present study was not linear however: the fourteen and fifteen year-olds seemed to enjoy their FL classes least of all.”
Quote in the paperSubstantial claimMay combine two claims.
Findingcitation§ INSERT TABLE 1 · p. 11More experienced foreign language learners reported both more FLE and less FLCA.
“More experienced FL learners reported both more FLE and less FLCA, reflecting the finding in Dewaele and MacIntyre (2014).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Dewaele and MacIntyre (2014)
Not checked in the free run.
May combine two claims.
Findingown data§ VII Conclusion · p. 13Positive attitudes towards the foreign language, the foreign language teacher, a lot of foreign language use by the teacher in class, a strong proportion of time spent by students on speaking, a higher relative standing among peers in the foreign language class and a relatively advanced stage of development of the foreign language all contributed to higher levels of FLE.
“Positive attitudes towards the FL, the FL teacher, a lot of FL use by the teacher in class, a strong proportion of time spent by students on speaking, a higher relative standing among peers in the FL class and a relative advanced stage of development of the FL all contributed to higher levels of FLE.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown data§ INSERT TABLE 1 · p. 11Female students reported both more FLE and more FLCA than their male peers.
“The female students reported both more FLE and more FLCA than their male peers.”
Quote in the paperSubstantial claimMay combine two claims.
Findingcitation§ INSERT FIGURE 9 · p. 10Teacher predictability had a significant negative effect on FLE, with a small effect size.
“but did have a significant negative effect on FLE ( df (3, 185), F = 3.9, p < .001, eta 2 = .06, Cohen's d = .50 - small effect size (Plonsky & Oswald, 2014) (see figure 10).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Plonsky & Oswald, 2014
Not checked in the free run.
May combine two claims.
Findingown data§ VII Conclusion · p. 13British secondary school learners reported significantly higher levels of FLE than FLCA, with a weak negative relationship between both.
“Our British secondary school learners reported significantly higher levels of FLE than FLCA, with a weak negative relationship between both.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitation§ II Literature review · p. 3Positive emotion effects enhance learners' ability to notice things in the classroom environment and strengthen their awareness of language input, allowing them to absorb the foreign language.
“MacIntyre and Gregersen (2012) pointed out that effects of positive emotion go beyond pleasant feelings: they enhance learners' ability to notice things in classroom environment and strengthen their awareness of language input. This, in turn, allows them to absorb the FL.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites MacIntyre and Gregersen (2012)
Not checked in the free run.
May combine two claims.
Interpretationown data§ I The relationship between FLE and FLCA · p. 8Higher levels of foreign language enjoyment (FLE) are linked to lower levels of foreign language classroom anxiety (FLCA), but both dimensions share only 3.8% of variance, a small effect size.
“In other words, higher levels of FLE seem to be linked to lower levels of FLCA but both dimensions share only 3.8% of variance, a small effect size (cf. Plonsky & Oswald, 2014: 889).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Plonsky & Oswald, 2014
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitation§ II Literature review · p. 3Foreign language enjoyment (FLE) and foreign language classroom anxiety (FLCA) are partially inter-related but essentially separate dimensions.
“A moderate negative correlation was found to exist between FLE and FLCA, suggesting that they are partially inter-related but essentially separate dimensions.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Dewaele & MacIntyre, 2014
Not checked in the free run.
Probably not a substantial claim: may not pass S1 (asserted), S4 (based).
Premisereasoning§ II Literature review · p. 5What remains unexplored is to what extent the same learner-internal and learner-external variables affect both foreign language classroom anxiety (FLCA) and foreign language enjoyment (FLE) within a specific age-range and a single educational context.
“What remains unexplored is to what extent the same learner-internal and learner-external variables affect both FLCA and FLE within a specific age-range and a single educational context.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown data§ Participants and Demographics · p. 6Self-reported relative standing among peers was positively correlated with self-reported results on the last major foreign language test (r(187)=.50, p<.0001).
“These values were positively correlated with self-reported results on their last major FL test ( r (187) = .50, p < .0001).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitation§ II Literature review · p. 4Foreign language classes are too often emotionally uninteresting or emotion-free, which leads to routine, boredom and lack of engagement.
“Dewaele (2005, 2011, 2015) has argued that FL classes are too often emotionally uninteresting or emotion-free which leads to routine, boredom and lack of engagement.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Dewaele (2005, 2011, 2015)
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitation§ II Literature review · p. 3Positive emotions broaden people's momentary thought-action repertoires and build their enduring personal resources.
“positive emotions can 'broaden people's momentary thought-action repertoires and build their enduring personal resources, ranging from physical and intellectual resources to social and psychological resources' (Fredrickson, 2003, p. 219).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Fredrickson, 2003
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ I Introduction · p. 1Emotions have been largely shunned by Second Language Acquisition (SLA) scholars.
“Dörnyei and Ryan (2015) pointed out that despite the fact that emotions play a crucial part in our lives, they have been largely 'shunned' by Second Language Acquisition (SLA) scholars (p. 9).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Dörnyei and Ryan (2015)
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ II Literature review · p. 2Foreign language classroom anxiety (FLCA) has a debilitating effect on second language learning and achievement.
“FLCA was identified as having a debilitating effect on L2 learning and achievement.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Horwitz, Horwitz and Cope, 1986
Not checked in the free run.
May combine two claims.
Interpretationown data§ INSERT TABLE 1 · p. 11Students were equally anxious with much-loved and less-loved teachers, suggesting that well-loved teachers can create anxiety but not necessarily more or less anxiety than other teachers.
“In other words, students were equally anxious with much-loved and lessloved teachers, which suggest that well-loved teachers can create anxiety, but not necessarily more or less anxiety than other teachers - as indicated by a lack of significant differences.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationreasoning§ INSERT TABLE 1 · p. 10For older, more advanced learners who sit A-level exams, increased motivation to study the foreign language overrides the negative backwash effect, making them more likely to enjoy foreign language classes.
“The same phenomenon could be expected for older, more advanced learners who sit their Alevel exams. However, this effect appears to be overridden by students' increased motivation to study the FL, which they have deliberately chosen to pursue at that stage. This group of students is more likely to enjoy the FL classes.”
Quote in the paperSubstantial claim- Rests on an assumption: When pupils in the UK move from eight or nine subjects at age 15 to three or four in their final two years of schooling, they are generally choosing subjects that they most enjoy and the skills acquired hitherto are employed in developing greater learner autonomy and an engagement in more challenging tasks relevant to their chosen path.
Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based). May combine two claims.
Interpretationreasoning§ INSERT TABLE 1 · p. 11Students with a more positive attitude towards the foreign language may have developed a stronger motivation to master the foreign language and a more burning desire to invest time and effort to reach that goal.
“These students may have developed a stronger motivation to master the FL and a more burning desire to invest the time and effort needed to reach that goal.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone given§ INSERT TABLE 1 · p. 12The sample is not a representative sample of the general foreign language student population.
“as we do not claim that our sample is a representative sample of the general FL student population”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoning§ INSERT TABLE 1 · p. 12The study avoided claims about the extent to which FLE or FLCA could predict unsuccessful or successful foreign language learning.
“We also avoided claims about the extent to which FLE or FLCA could predict un/successful FL learning.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Interpretationreasoning§ INSERT TABLE 1 · p. 12The lack of a statistical effect for reading, writing and listening on FLE is related to the fact that there was no clear agreement on what the optimal proportion of time would be.
“The lack of a statistical effect for these three skills is related to the fact that there was no clear agreement on what the 'optimal' proportion of time would be.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable). May combine two claims.
Interpretationreasoning§ VII Conclusion · p. 14Effective teachers fuel learners' enthusiasm and enjoyment and do not spend too much time worrying about their FLCA.
“We conclude that effective teachers fuel learners' enthusiasm and enjoyment and do not spend too much time worrying about their FLCA.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown data§ INSERT TABLE 1 · p. 12The non-linear relationship between speaking time and FLE indicates that more is better up to a point, but that the optimal amount of time spent on speaking is relatively high.
“The non-linear relationship indicates that more is better - up to a point, but that the optimal amount of time spent on speaking is relatively high.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown data§ VII Conclusion · p. 13FLE and FLCA are independent emotion dimensions with a very small amount of overlap.
“FLE and FLCA are independent emotion dimensions with a very small amount of overlap.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Interpretationreasoning§ INSERT TABLE 1 · p. 11The awareness of not being as good as peers is a source of social anxiety.
“The awareness of not being as good as the peers is an obvious source of social anxiety.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Interpretationreasoning§ INSERT TABLE 1 · p. 12The participants were more likely to enjoy the challenge of having to function in the foreign language with little L1 use.
“They were therefore more likely to enjoy the challenge of having to function in the FL with little L1 use.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationreasoning§ INSERT TABLE 1 · p. 11Female learners were more emotionally involved in foreign language learning, experiencing more emotional highs and lows than their male peers.
“The findings were interpreted as an indication that the female learners were more emotionally involved in the FL learning, experiencing more emotional highs and lows than their male peers.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable), S4 (based).
Interpretationreasoning§ INSERT TABLE 1 · p. 13It is likely that those who did not feel strongly about their foreign language classes were less willing to spend 20 minutes filling out a detailed questionnaire about their foreign language classroom experiences.
“It is likely that those who did not feel strongly about their FL classes were less willing to spend 20 minutes filling out a detailed questionnaire about their FL classroom experiences.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductreasoning§ INSERT TABLE 1 · p. 12The study identified relationships between variables without claiming direct causality.
“It is important to point out that we identified relationships between variables without claiming direct causality.”
Quote in the paperSubstantial claim
The paper relies on this without support.
Participants' self-reported level of mastery in the foreign language accurately reflects their actual proficiency.
“Participants were also asked about the point they had reached in their FL journey. Very few described themselves as 'beginner' ( n = 2), more so as 'low intermediate' ( n = 21), 'intermediate', ( n = 58), 'high intermediate' ( n = 92), and 'advanced' ( n = 26).”
The paper relies on this without support.
The single-item measures of attitudes towards the foreign language, the foreign language teacher, frequency of foreign language use, time spent on speaking, and predictability are valid measures of those constructs.
“The questionnaire started with a demographics section from which the above information was retrieved. Following this, participants were asked to respond to an item on their attitude towards their first modern FL (as some students learned two FLs simultaneously), on a 5-point Likert scale.”
The authors state this as an assumption.
The participants provided objective reports of actual teacher behaviour of close to 38 teachers.
“we assume that our participants provided us with objective reports of actual teacher behaviour of close to 38 teachers.”
The paper relies on this without support.
When pupils in the UK move from eight or nine subjects at age 15 to three or four in their final two years of schooling, they are generally choosing subjects that they most enjoy and the skills acquired hitherto are employed in developing greater learner autonomy and an engagement in more challenging tasks relevant to their chosen path.
“When pupils in the UK move from eight or nine subjects at age 15 to three or four in their final two years of schooling, they are generally choosing subjects that they most enjoy and the skills acquired hitherto are employed in developing greater learner autonomy and an engagement in more challenging tasks relevant to their chosen path.”
The paper relies on this without support.
Other independent variables undoubtedly affect the overall picture, such as significantly reduced class sizes, more informal pupil-teacher relationships and greater maturity.
“Other independent variables undoubtedly affect the overall picture, such as significantly reduced class sizes, more informal pupil-teacher relationships and greater maturity.”
The paper relies on this without support.
Some teachers do, consciously or unconsciously, cause anxiety.
“Even if the teachers in the present study did not seem to cause heightened anxiety, some teachers do, consciously or unconsciously cause anxiety.”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Dewaele et al. (2018) found that pupils liked teachers who used the foreign language frequently, were unpredictable, and allowed students to speak.
“More specifically, pupils liked teachers who used the FL frequently in class, who were unpredictable, and who gave students the opportunity to speak up.”
From Sources and effects of foreign language enjoyment, anxiety, and boredom: A structural equation modeling approach (2023) · cites this paper as Dewaele et al. (2018)
The results (pp. 9–10) link more frequent teacher use of the foreign language, lower teacher predictability, and more student speaking time with higher foreign-language enjoyment. But they do not establish that pupils *liked the teachers* with those characteristics: liking the teacher and enjoyment of the class were measured separately. The speaking-time relationship also reversed beyond about 50–60% of class time. (LLM, conf=0.86)
Experimental — accuracy not yet measuredThrough building on positive emotions, language teachers can concurrently decrease foreign language anxiety and increase foreign language enjoyment in their learners.
“Through building on positive emotions, language teachers can concurrently decrease foreign language anxiety and increase foreign language enjoyment in their learners (Dewaele et al., 2018; Dewaele and Dewaele, 2020).”
From Researching and Practicing Positive Psychology in Second/Foreign Language Learning and Teaching: The Past, Current Status and Future Directions (2021) · cites this paper as Dewaele et al., 2018
The Abstract (p. 1) and Conclusion (p. 14) recommend that teachers foster foreign language enjoyment and create friendly, low-anxiety environments. They do not establish that building positive emotions concurrently decreases anxiety: the Abstract says anxiety was less related to teachers and their practices than enjoyment, and the discussion (p. 11) found attitudes toward teachers unrelated to anxiety. (LLM, conf=0.88)
Experimental — accuracy not yet measuredESL/EFL students' anxiety is related to their overall proficiency and attitude toward the language learned.
“A large body of literature suggests that ESL/EFL students' anxiety is related to their overall proficiency and attitude toward the language learned (see Dewaele et al., 2018; Shao et al., 2013).”
From Investigating How 'The Writing Revolution' and Task Complexity Can Enhance Secondary TESOL Students’ Expository Writing (2024) · cites this paper as Dewaele et al., 2018
The Abstract (p. 1) and Conclusion (p. 13) link lower foreign-language classroom anxiety to more positive attitudes toward the language, higher standing among peers, and a more advanced stage of learning. The study concerns British students learning various foreign languages, predominantly French, rather than ESL/EFL students specifically; it also uses relative standing and stage of development rather than a direct measure of overall proficiency. (LLM, conf=0.86)
Experimental — accuracy not yet measuredDewaele et al. (2018) found that pupils with the highest foreign language enjoyment reported more positive attitudes toward the foreign language and its teacher.
“The authors found that the pupils from two secondary schools in London with the highest level of FLE reported more positive attitudes toward the FL and the FL teacher.”
From Sources and effects of foreign language enjoyment, anxiety, and boredom: A structural equation modeling approach (2023) · cites this paper as Dewaele et al. (2018)
Studies have overwhelmingly found large positive correlations between FLE and WTC.
“These studies have overwhelmingly found large positive correlations between FLE and WTC (Dewaele & Dewaele, 2018;Khajavy et al., 2018), leading Dewaele (2019) to conclude that teachers may boost WTC in the FL classroom by creating a positive environment in which FLE may flourish.”
From Taking stock: A meta-analysis of the effects of foreign language enjoyment (2022) · cites this paper as Dewaele & Dewaele, 2018
The relationship analysis (p. 8) reports a small negative correlation between FLE and classroom anxiety, not a correlation between FLE and willingness to communicate (WTC). The speaking-time analysis (p. 10) links FLE to time spent speaking, but does not measure WTC or establish a large positive correlation with it. Searches for “WTC” and “willingness to communicate” found no passage addressing the attributed claim. (LLM, conf=0.76)
Experimental — accuracy not yet measured
Statistics that don’t add up
Each reported p-value recomputed from its test statistic and degrees of freedom.
p-value fits an unstated one-tailed test: r (188) = -.194, p < .007
MinorThe paper reports p < .007 here; recomputing from the test statistic and its degrees of freedom gives p = .007 (two-tailed). The reported value is what a one-tailed test gives, but the paper does not say near this result that a one-tailed test was used.
Reported p < .007 · recomputed p = .007
“r (188) = -.194, p < .007”
Statistics recomputed
Every reported test result, recomputed from its test statistic and degrees of freedom. A result shows as not adding up only once an independent check has confirmed it.
- Doesn’t add upr(188) = -0.194reported p < .007 · recomputed p = .007
“r (188) = -.194, p < .007”
- Consistentr(187) = 0.5reported p < .0001 · recomputed p < .001
“r (187) = .50, p < .0001”
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.
Conclusion attributes higher FLE to relative standing despite a null result
MajorThe results explicitly say relative standing was not significantly linked to FLE, but the conclusion lists higher relative standing among contributors to higher FLE.
“Positive attitudes towards the FL, the FL teacher, a lot of FL use by the teacher in class, a strong proportion of time spent by students on speaking, a higher relative standing among peers in the FL class and a relative advanced stage of development of the FL all contributed to higher levels of FLE.”
“Relative standing among peers in the FL classroom was also significantly linked to FLCA ( df (3, 185), F = 13.4, p < .0001, eta 2 = .076, Cohen's d = .57 - a small effect size (Plonsky & Oswald, 2014) (see figure 4), but not to FLE ( df (3, 185), F = 2.3, p = ns ).”
Reported FL proficiency groups total 199, not 189
MinorThe five proficiency-group counts add to 199, ten more than the stated number of participants.
Reported 189 · recomputed 199
“Very few described themselves as 'beginner' ( n = 2), more so as 'low intermediate' ( n = 21), 'intermediate', ( n = 58), 'high intermediate' ( n = 92), and 'advanced' ( n = 26).”
French learner percentage uses the wrong denominator
MinorThe study has 189 participants, so 144 studying French is 76.2%, not 68%.
Reported 68 · recomputed 76.190476
“Most participants were studying French as a FL ( n = 144, 68%)”
Age ANOVA has an impossible residual degrees of freedom
MinorWith 189 participants in the seven reported age groups, a one-way ANOVA has 189 − 7 = 182 residual degrees of freedom, not 189.
Reported 189 · recomputed 182
“One-way ANOVAs revealed that age had no effect on FLCA ( df (6, 189), F = .6, p = ns ) but did have a significant effect on FLE ( df (6, 189), F = 4.0, p < .001, eta 2 = .118)”
Teacher-attitude response counts conflict with the ANOVA sample size
MinorThe five teacher-attitude groups contain 181 students, whereas the reported one-way ANOVA degrees of freedom (4, 184) require 189 observations.
“(ranging from 'very unfavourable' ( n = 9), 'unfavourable' ( n = 10), 'neutral' ( n = 10), 'favourable' ( n = 78), to 'very favourable' ( n = 74) attitudes”
“attitude towards the teacher had a significant effect on FLE ( df (4, 184), F = 16.7”
Predictability response counts conflict with the ANOVA sample size
MinorThe five predictability groups contain 182 students, whereas the reported ANOVA degrees of freedom (3, 185) require 189 observations.
“(ranging from 'very unpredictable' ( n = 3), 'unpredictable' ( n = 22), 'medium un/ unpredictable' ( n = 92), 'predictable' ( n = 52), to 'very predictable' (n = 13).”
“Teacher predictability was found to have no effect on FLCA ( df (3, 185), F = .2, p = ns ) but did have a significant negative effect on FLE ( df (3, 185), F = 3.9”
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- Authors
- Dewaele, J.-M., Witney, J., Saito, K., & Dewaele, L.
- Affiliations
- University of London (GB)
- Westminster School, London, UK
- University of Oxford (GB)
- Corresponding author
- Dewaele, Jean-Marc
- Venue
- Language Teaching Research
- Publisher
- SAGE Publications
- Published
- 2017-02-17
- Volume
- 22
- Issue
- 6
- Pages
- 676-697
- ISSN
- 1362-1688 (ISSN-L)
- 1477-0954
- OpenAlex
- W2588952674
- Semantic Scholar
- f30fe7299637b69f637cfb9382334c970cbc85af
- Cited by
- 780
- References
- 46
- Citations by year
- 2026: 74 · 2025: 134 · 2024: 121 · 2023: 120 · 2022: 122 · 2021: 112 · 2020: 41 · 2019: 33 · 2018: 17 · 2017: 6
- FWCI
- 154.41
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Language Teaching Research (publishedVersion)
- BIROn (Birkbeck, University of London) (acceptedVersion)
- UCL Discovery (University College London) (submittedVersion)
- Topics
- Social Sciences › Arts and Humanities › Language and Linguistics › EFL/ESL Teaching and Learning
- Social Sciences › Psychology › Social Psychology › Communication in Education and Healthcare
- Social Sciences › Arts and Humanities › Literature and Literary Theory › Second Language Learning and Teaching
- Keywords
- foreign language enjoyment, foreign language classroom anxiety, student attitudes, teacher attitudes, relative standing, developmental stages, speaking time, teacher practices, high school students, positive psychology
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