Have a personal or library account? Click to login
Cognitive Advantages of Multilingual Learning on Metalinguistic Awareness, Working Memory and L1 Lexicon Size: Reconceptualization of Linguistic Giftedness from a DMM Perspective Cover

Cognitive Advantages of Multilingual Learning on Metalinguistic Awareness, Working Memory and L1 Lexicon Size: Reconceptualization of Linguistic Giftedness from a DMM Perspective

Open Access
|Jan 2022

Figures & Tables

Table 1

Number of the participants.

GENDER LANGUAGEFEMALEMALETOTAL
Monolingual132134
Bilingual361450
Multilingual24933
Total7344117
Table 2

Descriptive Statistics.

NMINIMUMMAXIMUMMEANSTD. DEVIATION
AGE117111412,441,132
GENDER117*1,00**2,001,3761,48648
Valid N (listwise)117

[i] *Female **Male.

Table 3

Model Summaryb of multiple regression of non-gifted group.

MODELRR SQUAREADJUSTED R SQUARESTD. ERROR OF THE ESTIMATECHANGE STATISTICSDURBIN-WATSON
R SQUARE CHANGEF CHANGEDF1DF2SIG. F CHANGE
1,732a,536,51018,993,53620,546471,0001,922

[i] a. Predictors: (Constant), MULTI, WM, VOC, MONO.

b. Dependent Variable: MeLA.

Table 4

ANOVAa table of the multiple regression of non-gifted group.

MODELSUM OF SQUARESDFMEAN SQUAREFSIG.
1Regression29644,86447411,21620,546,000b
Residual25611,17571360,721
Total55256,03975

[i] a. Dependent Variable: MeLA

b. Predictors: (Constant), MULTI, WM, VOC, MONO

Table 5

Correlations of the multiple regression model of non-gifted group.

MELAWMVOCMONOBIMULTI
Pearson CorrelationMeLA1,000,336,562–,461–,119,620
WM,3361,000,067–,348,054,307
VOC,562,0671,000–,549,171,388
MONO–,461–,348–,5491,000–,579–,406
BI–,119,054,171–,5791,000–,510
MULTI,620,307,388–,406–,5101,000
Sig. (1-tailed)MeLA.,002,000,000,153,000
WM,002.,284,001,323,003
VOC,000,284.,000,070,000
MONO,000,001,000.,000,000
BI,153,323,070,000.,000
MULTI,000,003,000,000,000.
Table 6

Coefficientsa table of the multiple regression for non- gifted participants.

MODELUNSTANDARDIZED COEFFICIENTSSTANDARDIZED COEFFICIENTSTSIG.CORRELATIONS
BSTD. ERRORBETAZERO-ORDERPARTIALPART
1(Constant)47,29010,2154,629,000
WM,343,158,1832,170,033,336,248,174
VOC,825,184,3904,472,000,562,466,359
MULTI25,2215,601,4124,503,000,620,469,361

[i] a. Dependent Variable: MeLA

joc-5-1-201-g1.png
Figure 1

The boxplots of variables (WM for working memory, MeLA for metalinguistic awareness and VOC for vocabulary) in non-gifted group.

joc-5-1-201-g2.png
Figure 2

The boxplots of variables (WM for working memory, MeLA for metalinguistic awareness and VOC for vocabulary) in non-gifted group.

joc-5-1-201-g3.png
Figure 3

The boxplots of variables (WM for working memory, MeLA for metalinguistic awareness and VOC for vocabulary) in non-gifted group.

joc-5-1-201-g4.png
Figure 4

Grouped scatter-plot of the variables in non-gifted participants (TR for monolinguals, TRENG for bilinguals and TRENGGER+SPA for multilinguals).

Table 7

Model Summaryb of multiple regression of the gifted participants.

MODELRR SQUAREADJUSTED R SQUARESTD. ERROR OF THE ESTIMATECHANGE STATISTICSDURBIN-WATSON
R SQUARE CHANGEF CHANGEDF1DF2SIG. F CHANGE
1,667a,445,41111,706,44513,205233,0001,730

[i] a. Predictors: (Constant), MULTI, VOC. b. Dependent Variable: MeLA.

Table 8

ANOVAa table of the multiple regression for gifted participants.

MODELSUM OF SQUARESDFMEAN SQUAREFSIG.
1Regression3827,14331275,7149,462,000b
Residual4314,49632134,828
Total8141,63935

[i] a. Dependent Variable: MeLA.

b. Predictors: (Constant), MULTI, WM, VOC.

Table 9

Correlations of the multiple regression model of gifted participants.

MELAWMVOCMONOBIMULTI
Pearson CorrelationMeLA1,000,193,511–,368–,198,533
WM,1931,000–,108–,059–,133,188
VOC,511–,1081,000–,239–,011,227
MONO–,368–,059–,2391,000–,461–,434
BI–,198–,133–,011–,4611,000–,600
MULTI,533,188,227–,434–,6001,000
Sig. (1-tailed)MELA.,130,001,014,123,000
WM,130.,264,366,220,136
VOC,001,264.,080,474,092
MONO,014,366,080.,002,004
BI,123,220,474,002.,000
MULTI,000,136,092,004,000.
Table 10

Coefficientsa table of the multiple regression for gifted participants.

MODELUNSTANDARDIZED COEFFICIENTSSTANDARDIZED COEFFICIENTSTSIG.CORRELATIONS
BSTD. ERRORBETAZERO-ORDERPARTIALPART
1(Constant)81,7486,92711,801,000
VOC,878,284,4123,090,004,511,474,401
MULTI13,7584,170,4393,299,002,533,498,428

[i] a. Dependent Variable: MeLA.

joc-5-1-201-g5.png
Figure 5

The boxplot of MeLA of gifted participants.

joc-5-1-201-g6.png
Figure 6

The boxplot of WM of gifted participants (TR for monolinguals, TRENG for bilinguals and TRENGGER+SPA for multilinguals).

joc-5-1-201-g7.png
Figure 7

The boxplot of VOC-vocabulary variable of gifted participants.

joc-5-1-201-g8.png
Figure 8

Grouped scatter-plot of the variables in gifted participants (TR for monolinguals, TRENG for bilinguals and TRENGGER+SPA for multilinguals).

DOI: https://doi.org/10.5334/joc.201 | Journal eISSN: 2514-4820
Language: English
Submitted on: Apr 1, 2021
Accepted on: Nov 15, 2021
Published on: Jan 7, 2022
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2022 Ferhat Dolas, Ulrike Jessner, Gülay Cedden, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.