| Literature DB >> 30369691 |
Kieran Douglas Mepham1, Borja Martinovic1.
Abstract
In this research, we systematically study multilingualism as a predictor of acceptance of ethnic out-groups. It is argued that people who speak more languages are more cognitively flexible, that is, they have an enhanced flexibility in understanding and representing information. Higher cognitive flexibility is in turn expected to be related to higher deprovincialization: a reevaluation of one's ethnocentric worldview. Deprovincialization is then expected to result in more openness toward ethnic out-groups, evidenced by a more inclusive notion of the national identity and reduced out-group dislike. Cross-sectional survey data among a representative sample of native Dutch participants from the Netherlands (N = 792) provide convincing support for these hypotheses and show that multilingualism is an important yet understudied factor in social-psychological research on prejudice reduction.Entities:
Keywords: cognitive flexibility; deprovincialization; ethnic out-groups; multilingualism; prejudice
Year: 2017 PMID: 30369691 PMCID: PMC6187835 DOI: 10.1177/0261927X17706944
Source DB: PubMed Journal: J Lang Soc Psychol ISSN: 0261-927X
Figure 1.Theoretical model of multilingualism’s relationship with out-group acceptance.
Frequencies of Spoken Languages.
| Family total | Branch total | Languages total | Family total | Branch total | Languages total | ||
|---|---|---|---|---|---|---|---|
| Indo-European | 2,243 | Uralic | 1 | ||||
| Germanic | 1,994 | Finnic | 1 | ||||
| English | 646 | Finnish | 1 | ||||
| Dutch | 792 | Japonic | 1 | ||||
| German | 508 | Japanese | 1 | ||||
| Frisian | 22 | Japanese | 1 | ||||
| Dialect | 15 | Niger-Congo | 3 | ||||
| Swedish | 4 | Senegambian | 1 | ||||
| Sranan | 1 | Wolof | 1 | ||||
| Norwegian | 3 | Bantu | 2 | ||||
| Nigerian Pidgin | 1 | Swahili | 2 | ||||
| Danish | 1 | Tai-Kadai | 1 | ||||
| Afrikaans | 1 | Tai | 1 | ||||
| Italic | 237 | Thai | 1 | ||||
| French | 183 | Austronesian | 2 | ||||
| Spanish | 34 | Malayopolynesian | 2 | ||||
| Portuguese | 6 | Indonesian | 1 | ||||
| Italian | 14 | Malay | 1 | ||||
| Slavic | 3 | Afro-Asiatic | 4 | ||||
| Polish | 1 | Semitic | 4 | ||||
| Russian | 2 | Hebrew | 2 | ||||
| Greek | 3 | Arabic | 2 | ||||
| Greek | 3 |
Model Fits of Measurement and Structural Models, Including Sensitivity Analyses.
| χ2( | Scaling | Δχ2(Δ | AIC | CFI/TLI | RMSEA | SRMR | |
|---|---|---|---|---|---|---|---|
|
| |||||||
| 17-Item, 4-factor model | 406.65 (113) | 1.22 | — | 41081.88 | .94/.93 | .06 | .04 |
| Minus 1 item cognitive flexibility[ | 383.30 (98) | 1.24 | 19.11 (15) | 38328.47 | .94/.93 | .06 | .05 |
| Minus 2 items cognitive flexibilityb | 339.29 (84) | 1.25 | 43.37 (14) | 36188.48 | .94/.93 | .06 | .05 |
| Freed 1 covariance within feelings (final measurement)c | 259.00 (83) | 1.25 | 80.29 (1) | 36090.67 | .96/.95 | .05 | .04 |
|
| |||||||
| 3-Factor M1 (Deprovincialization grouped with out-group feelings) | 634.78 (86) | 1.27 | 264.58 (3) | 36569.56 | .88/.85 | .09 | .08 |
| 3-Factor M2 (Deprovincialization grouped with inclusion of national identity)d | 1035.36 (86) | 1.19 | — | 36994.73 | .79/.74 | .12 | .07 |
| 3-Factor M3 (Cognitive flexibility grouped with deprovincialization) | 844.16 (86) | 1.28 | 358.66 (3) | 36840.64 | .83/.79 | .11 | .08 |
| Hypothesized structural modele | 481.67(204) | 1.09 | — | 35936.48 | .95/.94 | .04 | .03 |
|
| |||||||
| Number of languages spoken well | 477.08 (204) | 1.09 | — | 35949.89 | .95/.94 | .04 | .03 |
| Excluding outliers (remaining | 475.21 (204) | 1.09 | — | 35658.94 | .95/.94 | .04 | .03 |
| Excluding frequent languages | 482.59 (204) | 1.09 | — | 35967.01 | .95/.94 | .04 | .03 |
| Excluding infrequent languages | 478.82 (204) | 1.09 | — | 35939.18 | .95/.94 | .04 | .03 |
|
| |||||||
| Reversed order cognitive flexibility and languages spoken | 538.06 (214) | 1.09 | — | 38195.18 | .95/.93 | .04 | .05 |
| Swapped position including national identity and deprovincializatione | 481.67 (204) | 1.09 | — | 35936.48 | .95/.94 | .04 | .03 |
| Cognitive flexibility and deprovincialization in parallele | 481.67 (204) | 1.09 | — | 35936.48 | .95/.94 | .04 | .03 |
Note. Scaling = Satorra–Bentler scaling correction factor; AIC = Akaike’s information criterion; CFI = comparative fit index; TLI = Tucker–Lewis index; RMSEA = root mean square error of approximation; SRMR = standardized root mean square residual; df = degrees of freedom.
Item “I avoid new and unfamiliar situations” was removed due to low explained variance. bItem “In every situation I can behave as one should” was removed due to low explained variance. cResidual covariance between feelings toward Turks and Antilleans was freed due to a large modification index. dA standard Satorra–Bentler correction yields a negative χ2 difference. AIC comparison was used since the strictly positive method (Satorra & Bentler, 2010) could not be computed. eModels are mathematically equivalent.
p < .001.
Descriptives of and Correlations Between the Latent and Observed Main Variables (N = 792).
|
|
| Range | 1 | 2 | 3 | 4 | |
|---|---|---|---|---|---|---|---|
| 1. Inclusive national identity | 4.15 | 1.43 | 1-7 | ||||
| 2. Out-group feelings | 5.48 | 1.47 | 0-10 | .67 | |||
| 3. Cognitive flexibility | 5.13 | 0.79 | 1-7 | .34 | .28 | ||
| 4. Deprovincialization | 5.37 | 0.89 | 1-7 | .61 | .53 | .51 | |
| 5. Number of languages spoken | 2.82 | 1.15 | 1-9 | .29 | .26 | .27 | .35 |
p < .001.
Figure 2.Standardized coefficients of the hypothesized structural model, with standard errors in brackets.
Note. Controlled for intergroup contact (4 proxies), gender, age, highest completed education. Ellipses indicate latent variables, rectangles observed variables.
***p < .001.
Unstandardized Path Coefficients and Standard Errors of the Hypothesized Model (N = 792).
| Inclusive national identity, | Out-group feelings, | Deprovincialization, | Cognitive flexibility, | |
|---|---|---|---|---|
| Total effects | ||||
| Number of languages spoken | .22 (.05) | .17 (.06) | .17 (.03) | .13 (.03) |
| Cognitive flexibility | .46 (.08) | .38 (.08) | .51 (.06) | — |
| Direct effects | ||||
| Number of languages spoken | .07 (.05) | .05 (.05) | .11 (.03) | .13 (.03) |
| Cognitive flexibility | .02 (.08) | .01 (.09) | .51 (.06) | — |
| Deprovincialization | .85 (.08) | .73 (.11) | — | — |
| Indirect effects | ||||
| No. languages → Cognitive flexibility → Deprovincialization | .06 (.02) | .05 (.01) | — | — |
| No. languages → Cognitive flexibility | .00 (.01) | .00 (.01) | .07 (.02) | — |
| No. languages → Deprovincialization | .09 (.03) | .08 (.02) | — | — |
| Cognitive flexibility → Deprovincialization | .43 (.06) | .37 (.07) | — | — |
| Controls | ||||
| Contact (language learned through native partner or family) | .14 (.14) | .38 (.15) | .00 (.09) | .01 (.12) |
| Contact (language learned through friend) | −.32 (.14) | .04 (.15) | .00 (.08) | −.04 (.10) |
| Contact (language learned through foreign residence) | −.21 (.14) | .34 (.18)[ | .12 (.09) | .15 (.11) |
| Contact (frequency of travel abroad) | −.00 (.05) | −.06 (.06) | .02 (.04) | .11 (.03) |
| Education | .09 (.03) | .07 (.03)* | .07 (.02) | .02 (.02) |
| Age | .00 (.00) | .00(.00) | .01 (.00) | −.00 (.00) |
| Gender (female) | .10 (.09) | .36 (.10) | .17 (.06) | −.12 (.06) |
| Explained variance ( | .40 | .37 | .32 | .12 |
Note. SE = standard error.
p < .10. *p < .05. **p < .01. ***p < .001.
Unstandardized Path Coefficients and Standard Errors in the Model Using Number of Languages Spoken Well (N = 792).
| Inclusive national identity, | Out-group feelings, | Deprovincialization, | Cognitive flexibility, | |
|---|---|---|---|---|
| Total effects | ||||
| Number of languages spoken well | .07 (.06) | .04 (.06) | .14 (.04) | .16 (.04) |
| Cognitive flexibility | .49 (.08) | .41 (.08) | .52 (.06) | |
| Direct effects | ||||
| Number of languages spoken well | −.05 (.05) | −.07 (.06) | .05 (.03) | .16 (.04) |
| Cognitive flexibility | .04 (.09) | .03 (.09) | .52 (.06) | — |
| Deprovincialization | .87 (.08) | .74 (.11) | — | — |
| Indirect effects | ||||
| No. languages → Cognitive flexibility → Deprovincialization | .08 (.02) | .06 (.02) | — | — |
| No. languages → Cognitive flexibility | .01 (.01) | .00 (.01) | .09 (.02) | — |
| No. languages → Deprovincialization | .05 (.03) | .04 (.03) | — | — |
| Cognitive flexibility → Deprovincialization | .46 (.06) | .39 (.08) | — | — |
| Controls | ||||
| Contact (language learned through native partner or family) | .19 (.15) | .43 (.15) | .03 (.09) | −.01 (.13) |
| Contact (language learned through friend) | −.27 (.14)[ | .09 (.15) | .03 (.08) | .03 (.10) |
| Contact (language learned through foreign residence) | −.15 (.14) | .39 (.18) | .15 (.09) | .14 (.11) |
| Contact (frequency of travel abroad) | −.02 (.05) | −.04 (.06) | .03 (.04) | .10 (.03) |
| Education | .11 (.03) | .08 (.03) | .09 (.02) | .03 (.02) |
| Age | .00 (.00) | .00 (.00) | .01 (.00) | −.00 (.00) |
| Gender (female) | .09 (.09) | .34 (.10) | .17 (.06) | −.11 (.06)[ |
| Explained variance ( | .40 | .36 | .32 | .12 |
Note. SE = standard error.
p < .10. *p < .05. **p < .01. ***p < .001.
Figure 3.Standardized path coefficients of the structural model using languages spoken well, with standard errors in brackets.
Note. Controlled for intergroup contact (4 proxies), gender, age, highest completed education. Ellipses indicate latent variables, rectangles observed variables.
***p < .001.
Unstandardized Coefficients of Experimental Group Controls in the Model With Number of Languages Spoken and the Model With Number of Languages Spoken Well.
| Inclusive national identity, | Out-group feelings, | Deprovincialization, | Cognitive flexibility, | |
|---|---|---|---|---|
| Model with number of languages spoken | ||||
| Experimental group (ref.cat. = Group 1) | ||||
| Group 2 | −.11(.11) | −.11 (.14) | −.08 (.08) | −.00(.08) |
| Group 3 | .08 (.12) | .04 (.14) | −.05 (.08) | .02 (.08) |
| Group 4 | −.05 (.11) | −.12 (.14) | −.03 (.08) | −.18* (.09) |
| Model with number of languages spoken well | ||||
| Experimental group (ref.cat. = Group 1) | ||||
| Group 2 | −.11 (.11) | −.11 (.14) | −.09 (.08) | −.02 (.08) |
| Group 3 | .08 (.12) | .04 (.14) | −.04 (.08) | .03 (.08) |
| Group 4 | −.05 (.11) | −.12 (.14) | −.03 (.08) | −.17[ |
Note. SE = standard error.
p < .10. *p < .05.