What Do Adolescents Know about Citizenship? Measuring Student’s Knowledge of the Social and Political Aspects of Citizenship
Abstract
:1. Introduction
2. Theoretical Framework
2.1. Citizenship and the Importance of Citizenship Knowledge
2.2. Measuring a Broad Concept of Citizenship Knowledge in the Dutch Context
3. Methodology
3.1. Construction of Citizenship Knowledge Instrument: Content
3.2. Construction of Citizenship Knowledge Instrument: Design and Analyses
- The difficulty of the items was examined by looking at the proportion of correct answers per item. The reliability of a test is highest when the difference in the degree of difficulty between items is small and the degree of item difficulty is a little less than halfway between the chance level and 1.00 (Lord 1952). In this case with three answer options, the ideal value is just under 0.67 (= 0.33 + (1 − 0.33)/2). As a rule of thumb, the degree of difficulty here may be two-tenths under or over, and thus in this case should preferably be between 0.47 and 0.87 (Meyer 2014).
- An item total correlation was calculated per item to gain an indication of the item discrimination. Item discrimination is the extent to which an item can differentiate between students with different scores in the test. Low discrimination, for instance, means that an item only differentiates between students with very different scores in the test. As a rule of thumb, item discrimination values should be somewhere between 0.3 and 0.7 (Meyer 2014).
- Next, a distractor analysis was carried out. We looked at whether the correct answer was chosen most often by the respondents and whether the incorrect answers (distractors) were not selected by too few students (for this we set a lower limit of 4%). Because, if an incorrect answer (distractor) is rarely selected, the alternative was too clearly incorrect, meaning that in essence the question had two rather than three alternative answers. We also looked at the item-total correlations of the distractors, which, ideally speaking, should be negative. For instance, if there are positive item-total correlations with the correct answer, but also with an incorrect (distractor) answer, then there is no clearly correct answer to the question.
- We used the program jMetrik 4.0.5 (Meyer 2014) to carry out DIF analyses for gender, maternal ethnicity, SES and school type, checking whether the items were valid for these different groups (e.g., Mellenbergh 2005). This was assessed by making a comparison with the total competence of the students. For example, if female students completed a certain item systematically better than expected on the grounds of their total competence, then for that item there was a case of “bias” towards female students, and thus differential item functioning.
- Finally, we used Confirmatory Factor Analyses (CFA) to test whether the theoretic distribution of the items in the four social tasks was also found in the data, checking whether the models fitted sufficiently (RMSEA < 0.05; CFI > 0.95; TLI > 0.95; WRMR < 1.00; Bollen and Long 1993).
3.3. Respondents and Procedure
- prevocational secondary education
- general secondary education or pre-university education
- mixed
3.4. Analysis
4. Results
4.1. The Influence of Student and School Characteristics
4.2. The Influence of Student and School Characteristics on the Various Citizenship Domains
5. Conclusions and Discussion
Author Contributions
Funding
Conflicts of Interest
Appendix A
Components 1 | Knowledge Total | Knowledge AD | Knowledge ASR | Knowledge DC | Knowledge DD |
---|---|---|---|---|---|
Citizenship competence2 | |||||
Attitude | |||||
Total | 0.31 ** | 0.26 ** | 0.24 ** | 0.25 ** | 0.27 ** |
AD1 | 0.30 ** | 0.26 ** | 0.23 ** | 0.24 ** | 0.26 ** |
AD2 | 0.16 ** | 0.14 ** | 0.09 ** | 0.10 ** | 0.13 ** |
ASR | 0.27 ** | 0.23 ** | 0.22 ** | 0.23 ** | 0.23 ** |
DC | 0.21 ** | 0.17 ** | 0.19 ** | 0.18 ** | 0.17 ** |
DD | 0.23 ** | 0.19 ** | 0.17 ** | 0.19 ** | 0.21 ** |
Skill | |||||
Total | 0.24 | 0.22 | 0.20 ** | 0.18 ** | 0.20 ** |
AD1 | 0.23 ** | 0.22 ** | 0.18 ** | 0.16 ** | 0.20 ** |
AD2 | 0.17 ** | 0.16 ** | 0.14 ** | 0.12 ** | 0.15 ** |
ASR/DC | 0.16 | 0.14 | 0.14 ** | 0.1 4** | 0.13 ** |
DD | 0.20 | 0.19 | 0.17 ** | 0.17 ** | 0.17 ** |
Reflection | |||||
Total | −0.01 | −0.02 | −0.03 * | −0.03 | −0.02 |
AD | −0.13 ** | −0.12 ** | −0.14 ** | −0.14 ** | −0.12 ** |
ASR | −0.10 * | −0.10 ** | −0.11 ** | −0.10 ** | −0.10 ** |
DC | 0.19 ** | 0.15 ** | 0.15 ** | 0.16 ** | 0.17 ** |
DD | −0.05 ** | −0.05 ** | −0.06 ** | −0.06 ** | −0.06 ** |
References
- Alonso, Sonia. 2016. What type of democratic commitment lies behind the importance of living in a democracy? In How Europeans View and Evaluate Democracy. Edited by Monica Ferrín and Hanspeter Kriesi. Oxford: Oxford University Press, pp. 130–51. [Google Scholar]
- Ainley, John, Wolfram Schulz, and Tim Friedman, eds. 2013. ICCS 2009 Encyclopedia: Approaches to Civic and Citizenship Education around the World. Amsterdam: IEA. [Google Scholar]
- Almond, Gabriel, and Sidney Verba. 1963. The Civic Culture: Political Attitudes and Democracy in Five Countries. Princeton: Princeton University Press. [Google Scholar]
- Andersen, Robert. 2012. Support for democracy in cross-national perspective: The detrimental effect of economic inequality. Research in Social Stratification and Mobility 30: 389–402. [Google Scholar] [CrossRef]
- Banks, James. 2001. Citizenship Education and Diversity: Implications for Teacher Education. Journal of Teacher Education 52: 5–16. [Google Scholar] [CrossRef]
- Barber, Benjamin. 1984. Strong Democracy: Participatory Politics for a New Age. Berkeley: University of California Press. [Google Scholar]
- Barrett, Martyn, and Ian Brunton-Smith. 2014. Political and civic engagement and participation: Towards an integrative perspective. Journal of Civil Society 10: 5–28. [Google Scholar] [CrossRef] [Green Version]
- Bechger, Timo, Gunter Maris, Huub Verstralen, and Anton Béguin. 2003. Using Classical Test Theory in Combination with Item Response Theory. Applied Psychological Measurement 27: 319–34. [Google Scholar] [CrossRef] [Green Version]
- Biesta, Gert, Robert Lawy, and Narcie Kelly. 2009. Understanding young people’s citizenship learning in everyday life: The role of contexts, relationships, and dispositions. Education, Citizenship and Social Justice 4: 5–24. [Google Scholar] [CrossRef]
- Bollen, Kenneth, and John Scott Long, eds. 1993. Sage Focus Editions, Vol. 154. Testing Structural Equation Models. Newbury Park: Sage Publications, Inc. [Google Scholar]
- Campbell, David, Meira Levinson, and Frederick Hess, eds. 2012. Making Civics Count: Citizenship Education for a New Generation. Cambridge: Harvard Education Press. [Google Scholar]
- Castillo, Juan Carlos, Daniel Miranda, Macarena Bonhomme, Cristián Cox, and Martín Bascopé. 2015. Mitigating the political participation gap from the school: The roles of civic knowledge and classroom climate. Journal of Youth Studies 18: 16–35. [Google Scholar] [CrossRef]
- Centraal Bureau voor Statistiek. 2018. Jaarrapport Integratie 2018 [Annual Report Integration 2018]. Den Haag: CBS. [Google Scholar]
- Cho, Youngho. 2014. To Know Democracy Is to Love It: A Cross-National Analysis of Democratic Understanding and Political Support for Democracy. Political Research Quarterly 67: 478–88. [Google Scholar] [CrossRef]
- Cohen, Alison, and Benjamin Chaffee. 2013. The relationship between adolescents’ civic knowledge, civic attitude, and civic behavior and their self-reported future likelihood of voting. Education, Citizenship and Social Justice 8: 43–57. [Google Scholar] [CrossRef] [Green Version]
- Coopmans, Manja, Geert Ten Dam, Anne Bert Dijkstra, and Ineke Van der Veen. 2020. Towards a Comprehensive School Effectiveness Model of Citizenship Education: An Empirical Analysis of Secondary Schools in The Netherlands. Social Sciences 9: 157. [Google Scholar] [CrossRef]
- Dassonneville, Ruth, Ellen Quintelier, Marc Hooghe, and Ellen Claes. 2012. The relation between civic education and political attitudes and behavior: A two-year panel study among Belgian late adolescents. Applied Developmental Science 16: 140–50. [Google Scholar] [CrossRef] [Green Version]
- De Ayala, R.J. 2009. The Theory and Practice of Item Response Theory. New York: The Guilford Press. [Google Scholar]
- Dijkstra, Anne Bert, Femke Geijsel, Guuske Ledoux, Ineke Van der Veen, and Geert Ten Dam. 2015. Effects of school quality, school citizenship policy, and student body composition on the acquisition of citizenship competences in the final year of primary education. School Effectiveness and School Improvement 26: 524–53. [Google Scholar] [CrossRef] [Green Version]
- Dijkstra, Anne Bert, Geert Ten Dam, and Anke Munniksma. 2021. Inequality in citizenship competences. Citizenship education and policy in the Netherlands. In Influences of the IEA Civic and Citizenship Education Studies: Practice, Policy, and Research across Countries and Regions. Edited by Barbara Malak-Minkiewicz and Judith Torney-Purta. Cham: Springer. [Google Scholar]
- Eidhof, Bram, Geert Ten Dam, Anne Bert Dijkstra, and Herman Van de Werfhorst. 2016. Consensus versus contested citizenship education goals in Western Europe. Education, Citizenship and Social Justice 11: 114–29. [Google Scholar] [CrossRef] [Green Version]
- Eurydice. 2017. Citizenship Education at School in Europe. Brussels: European Commission. [Google Scholar]
- Fisher, Ronald, Herbert Kelman, and Susan Nan. 2013. Conflict analysis and resolution. In Oxford Handbook of Political Psychology. Edited by Leonie Huddy, David Sears and Jack Levy. New York: Oxford University Press, pp. 489–521. [Google Scholar]
- Gainous, Jason, and Allison Martens. 2012. The effectiveness of civic education are “Good” teachers actually good for “All” students? American Politics Research 40: 232–66. [Google Scholar] [CrossRef]
- Galston, William. 2001. Political knowledge, political engagement and civic education. Annual Review of Political Science 4: 217–34. [Google Scholar] [CrossRef] [Green Version]
- Geboers, Ellen, Femke Geijsel, Wilfried Admiraal, and Geert Ten Dam. 2013. Review of the effects of citizenship education. Educational Research Review 9: 158–73. [Google Scholar] [CrossRef] [Green Version]
- Geboers, Ellen, Femke Geijsel, Wilfried Admiraal, Terrence Jorgensen, and Geert Ten Dam. 2015. Citizenship development during adolescence. Journal of Adolescence 45: 89–97. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Geijsel, Femke, Guuske Ledoux, Rene Reumerman, and Geert Ten Dam. 2012. Citizenship in young people’s daily lives. Differences in citizenship competences of adolescents in the Netherlands. Journal of Youth Studies 15: 711–29. [Google Scholar] [CrossRef] [Green Version]
- Haste, Helen. 2010. Citizenship Education: A Critical Look at a Contested Field. In Handbook of Research on Civic Engagement in Youth. Edited by Lonnie Sherrod, Judith Torney-Purta and Constance Flanagan. Hoboken: John Wiley, pp. 161–88. [Google Scholar] [CrossRef]
- Heath, Anthony, Stephen Fisher, Gemma Rosenblatt, David Sanders, and Maria Sobolewska. 2014. The Political Integration of Ethnic Minorities in Britain. Oxford: Oxford University Press. [Google Scholar]
- Hooghe, Marc, and Ruth Dassonneville. 2011. The effects of civic education on political knowledge. A two year panel survey among Belgian adolescents. Educational Assessment, Evaluation and Accountability 23: 321–39. [Google Scholar] [CrossRef] [Green Version]
- Hooghe, Marc, Jennifer Oser, and Sofie Marien. 2016. A comparative analysis of ‘good citizenship’: Alatent class analysis of adolescents’ citizenship norms in 38 countries. International Political Science Review 37: 115–29. [Google Scholar] [CrossRef] [Green Version]
- Inspectie van het Onderwijs. 2006. Toezicht op Burgerschap en Integratie [Supervision of Citizenship and Integration]. Utrecht: Inspectie van het Onderwijs. [Google Scholar]
- Isac, Maria Magdalena, Ralf Maslowski, and Greetje Van der Werf. 2011. Effective civic education: An educational effectiveness model for explaining students’ civic knowledge. School Effectiveness and School Improvement 22: 313–33. [Google Scholar] [CrossRef]
- Janmaat, Jan Germen, Tarek Mostafa, and Bryony Hoskins. 2014. Widening the participation gap: The effect of educational track on reported voting in England. Journal of Adolescence 37: 473–82. [Google Scholar] [CrossRef]
- Isac, Maria Magdalena, Ralf Maslowski, Bert Creemers, and Greetje Van der Werf. 2014. The contribution of schooling to secondary-school students’ citizenship outcomes across countries. School Effectiveness & School Improvement 25: 29–63. [Google Scholar] [CrossRef]
- Keating, Avril, David Kerr, Thomas Benton, Ellie Mundy, and Joana Lopes. 2010. Citizenship Education in England 2001–2010: Young People’s Practices and Prospects for the Future: The Eighth and Final Report from the Citizenship Education Longitudinal Study (CELS). London: DfE. [Google Scholar]
- Kinnier, Richard, Jerry Kernes, and Therese Dautheribes. 2000. A short list of universal moral values. Counseling and Values 45: 4–16. [Google Scholar] [CrossRef]
- Knight Abowitz, Kathleen, and Jason Harnish. 2006. Contemporary discourses of citizenship. Review of Educational Research 76: 653–90. [Google Scholar] [CrossRef] [Green Version]
- Kymlicka, Will. 2003. Multicultural states and intercultural citizens. Theory and Research in Education 1: 147–69. [Google Scholar] [CrossRef]
- Lauglo, Jon. 2013. Do more knowledgeable adolescents have more rationally based civic attitudes? Analysis of 38 countries. Educational Psychology 33: 262–82. [Google Scholar] [CrossRef]
- Laursen, Brett, and Chrisopher Hafen. 2010. Future directions in the study of close relationships: Conflict is bad (except when it’s not). Social Development 19: 858–72. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Lord, Frederic. 1952. The relation of the reliability of multiple-choice tests to the distribution of item difficulties. Psychometrika 17: 181–94. [Google Scholar] [CrossRef]
- Manganelli, Sara, Fabio Lucidi, and Fabio Alivernini. 2015. Italian Adolescents’ Civic Engagement and Open Classroom Climate: The Mediating Role of Self-Efficacy. Journal of Applied Developmental Psychology 41: 8–18. [Google Scholar] [CrossRef]
- Marceau, Kristine, Carolyn Zahn-Waxler, Elisabeth Shirtcliff, Jane Schreiber, Paul Hastings, and Bonnie Klimes-Dougan. 2015. Adolescents’ mothers’, and fathers’ coping strategies during conflict: Youth and parent influences on conflict resolution. Development and Psychopathology 27: 1025–43. [Google Scholar] [CrossRef] [Green Version]
- Mellenbergh, Don. 2005. Item Bias Detection: Modern approaches. In Encyclopedia of Statistics in Behavioral Science. Edited by Brian Everitt and David Howell. Chichester: John Wiley & Sons, Ltd. [Google Scholar]
- Meyer, Patrick. 2014. Applied Measurement with JMetrik. New York: Routledge. [Google Scholar]
- Munniksma, Anke, Anne Bert Dijkstra, Ineke Van der Veen, Guuske Ledoux, Herman Van de Werfhorst, and Geert Ten Dam. 2017. Burgerschap in het Voortgezet Onderwijs. Nederland in Vergelijkend Perspectief. [Citizenship in Secondary Education. The Netherlands in a Comparative Perspective]. Amsterdam: Amsterdam University Press. [Google Scholar]
- Neundorf, Anja, Richard Niemi, and Kaat Smets. 2016. The compensation effect of civic education on political engagement. Political Behavior 38: 921–49. [Google Scholar] [CrossRef]
- Nieuwelink, Hessel, Paul Dekker, Femke Geijsel, and Geert Ten Dam. 2016. ‘Democracy always comes first’: Adolescents’ views on decision-making in everyday life and political democracy. Journal of Youth Studies 19: 990–1006. [Google Scholar] [CrossRef] [Green Version]
- Nieuwelink, Hessel, Geert Ten Dam, Femke Geijsel, and Paul Dekker. 2018. Growing into politics? The development of adolescents’ views on democracy over time. Politics 38: 395–410. [Google Scholar] [CrossRef] [Green Version]
- Nieuwelink, Hessel, Paul Dekker, and Geert Ten Dam. 2019. Compensating or reproducing? Students from different educational tracks and the role of school in experiencing democratic citizenship. Cambridge Journal of Education 49: 275–92. [Google Scholar] [CrossRef]
- Oxley, Laura, and Paul Morris. 2013. Global Citizenship: A Typology for Distinguishing its Multiple Conceptions. British Journal of Educational Studies 61: 301–25. [Google Scholar] [CrossRef]
- Pels, Trees, and Marriëtte De Haan. 2003. Continuity and Change in Moroccan Socialization: A Review of the Literature on Socialization in Morocco and among Moroccan Families in the Netherlands. Utrecht: Verwey Jonker and Utrecht University. [Google Scholar]
- Putnam, Robert. 2007. E pluribus unum: Diversity and community in the twenty-first century the 2006 Johan Skytte prize lecture. Scandinavian Political Studies 30: 137–74. [Google Scholar] [CrossRef]
- Reichert, Frank. 2016. How Internal Political Efficacy Translates Political Knowledge into Political Participation: Evidence From Germany. Europe’s Journal of Psychology 12: 221–41. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Russo, Silvia, and Hakan Stattin. 2017. Stability and Change in Youths’ Political Interest. Social Indicators Research 132: 643–58. [Google Scholar] [CrossRef]
- Shehata, Adam, and Erik Amnå. 2017. The development of political interest among adolescents: A communication mediation approach using five waves of panel. Communication Research 1: 1–23. [Google Scholar] [CrossRef]
- Smetana, Judith, Marc Jambon, and Courtney Ball. 2014. The social domain approach to children’s moral and social judgments. In Handbook of Moral Development, 2nd ed. Edited by Melanie Killen and Judith Smetana. New York: Psychology Press, pp. 23–45. [Google Scholar]
- Schulz, Wolfram, John Ainley, Julian Fraillon, David Kerr, and Bruna Losito. 2010. ICCS 2009 International Report: Civic Knowledge, Attitudes, and Engagement among Lower Secondary School Students in Thirty-Eight Countries. Amsterdam: IEA. [Google Scholar]
- Schulz, Wolfram, John Ainley, Julian Fraillon, Bruno Losito, Gabriella Agrusti, and Tim Friedman. 2018. Becoming Citizens in a Changing World. IEA International Civic and Citizenship Education Study 2016 International Report. Amsterdam: IEA. [Google Scholar]
- Segal, Aliza, Itay Pollak, and Adam Lefstein. 2017. Democracy, voice and dialogic pedagogy: The struggle to be heard and heeded. Language and Education 31: 6–25. [Google Scholar] [CrossRef]
- Ten Dam, Geert, and Monique Volman. 2007. Educating for adulthood or for citizenship: Social competence as an educational goal. European Journal of Education 42: 281–98. [Google Scholar] [CrossRef] [Green Version]
- Ten Dam, Geert, Femke Geijsel, Rene Reumerman, and Guuske Ledoux. 2011. Measuring citizenship competences of young people. European Journal of Education 46: 354–72. [Google Scholar] [CrossRef] [Green Version]
- Tully, Melissa, and Emily Vraga. 2017. Who experiences growth in news media literacy and why does it matter? Examining education, individual differences, and democratic outcomes. Journalism & Mass Communication Educator, 1–15. [Google Scholar] [CrossRef]
- UN General Assembly. 1948. Universal Declaration of Human Rights. December 10 217 A (III). Available online: http://www.refworld.org/docid/3ae6b3712c.html (accessed on 27 June 2017).
- UN General Assembly. 1959. Declaration of the Rights of the Child. November 20 A/RES/1386(XIV). Available online: http://www.refworld.org/docid/3ae6b38e3.html (accessed on 27 June 2017).
- U.S. Department of Education, Institute of Education Sciences, National Center for Education Statistics. 2010. National Assessment of Educational Progress (NAEP). 2010 Civics Assessment. Available online: https://nces.ed.gov/nationsreportcard/pdf/main2010/2011466.pdf (accessed on 9 May 2017).
- Van Bergen, Diana, Doret De Ruyter, and Trees Pels. 2017. Us Against Them” or “All Humans Are Equal”: Intergroup Attitudes and Perceived Parental Socialization of Muslim Immigrant and Native Dutch Youth. Journal of Adolescent Research 32: 559–84. [Google Scholar] [CrossRef]
- Van de Werfhorst, Herman. 2014. Changing societies and four tasks of schooling: Challenges for strongly differentiated educational systems. International Review of Education 60: 123–44. [Google Scholar] [CrossRef]
- Van Elsas, Erika. 2015. Political trust as a rational attitude: A comparison of the nature of political trust across different levels of education. Political Studies 63: 1158–78. [Google Scholar] [CrossRef]
- Van Goethem, Anne, Geert Ten Dam, and Anne Bert Dijkstra. in press. What does society want adolescents to know about civics? Research Papers in Education. [CrossRef]
- Van Ingen, Erik, and René Bekkers. 2015. Generalized trust through civic engagement? Evidence from five national panel studies. Political Psychology 36: 277–94. [Google Scholar] [CrossRef] [Green Version]
- Verhelst, Norman, Cees Glas, and Huub Verstralen. 1995. OPLM: One Parameter Logistic Model. Computer Program and Manual. Arnhem: Cito. [Google Scholar]
- Westheimer, Joel, and Joseph Kahne. 2004. What kind of citizen? The politics of education of democracy. American Educational Research 41: 237–69. [Google Scholar] [CrossRef] [Green Version]
1 | Prior to participation, and in line with the General Data Protection Regulation at the time, letters were sent to students’ parents, explaining the study aims and procedures. With this letter, parents were given the opportunity to deny permission for their child’s participation. |
2 | A limited proportion of students with a migration background was not born in the Netherlands (first generation): for Turkish 8%, Moroccan 5.1% and Surinam/Antilles/Aruba 8.7%. In order to find out to what extent students with a migration background of the third generation were born in the same country as their father or mother, a separate question about country of birth was asked about all four grandparents. This approach shows that students with a migration background are largely of the second generation in this study. Because there are too few first and third generation students in the study, making a distinction between generations in the analyses is not possible. |
Social Task | Knowledge About |
---|---|
Acting democratically | The democratic constitutional state and the underlying basic values and principles, and knowing what it means to act in accordance with these values and principles |
Democratic constitutional state | The role of the citizen and the trias politica in the Dutch parliamentary democratic constitutional state |
Political movements in the Netherlands | |
Features of the European Union and role of the citizen in the EU | |
Basic democratic values | Basis values of the democratic constitutional state |
Universal children’s rights | |
Democratic participation | Well-considered opinions: how to use sources |
Standing up for your opinions and interests (individual and collective):
| |
Democratic decision-making | Importance and characteristics of democratic decision-making |
Acting in a socially responsible manner | Social conventions, social responsibilities of citizens and government and mutual interdependency of citizens and societies |
Personal responsibility | The social importance of self-reliance and self-awareness |
Social connectedness | Mutual connectedness and interdependency of citizens and societies |
Social conventions and responsibilities | Social conventions Social responsibilities of citizens and government |
Dealing with conflicts | What conflicts are, major causes of personal and social conflicts and modes of conflict resolution |
How conflicts arise | What conflicts are |
Major causes of conflicts | |
Dealing with conflicts | Constructive and non-productive ways of dealing with conflicts and results of dealing with conflicts |
Dealing with differences | Meaning and knowledge of differences and ways of dealing with these differences at social level |
Meaning and knowledge of differences | Meaning of differences at social level |
Exemplary knowledge of social differences | |
Dealing with differences | Adaptive and maladaptive ways and results of dealing with differences |
Student Characteristics | Category | Column % | n |
---|---|---|---|
gender | male | 48 | 2494 |
female | 52 | 2669 | |
parental level of education 1 | max. vmbo | 12 | 638 |
havo/vwo/mbo | 25 | 1310 | |
higher education | 44 | 2271 | |
unknown | 18 | 944 | |
ethnic origin | the Netherlands | 76 | 3939 |
Turkey | 4 | 197 | |
Morocco | 5 | 256 | |
Suriname, Antilles, Aruba | 3 | 147 | |
other non-Western | 6 | 298 | |
other Western | 6 | 326 | |
school level of student | vmbo basis-kader | 13 | 680 |
vmbo gemengd-theoretisch | 32 | 1645 | |
havo | 23 | 1180 | |
havo-vwo | 5 | 240 | |
vwo | 27 | 1418 | |
public/private school 2 | public law | 41 | 2110 |
private law | 59 | 3053 |
Social Task | Descriptive Scores | AD | ASR | DC |
---|---|---|---|---|
Acting democratically (AD) | k = 77 θ = 0.97 (1.07) α = 0.94 | - | ||
Acting in a socially responsible manner (ASR) | k = 23 θ = 1.13 (1.20) α = 0.85 | r = 0.55 ** | - | |
Dealing with conflicts (DC) | k = 24 θ = 1.09 (1.25) α = 0.87 | r = 0.55 ** | r = 0.53 ** | - |
Dealing with differences (DD) | k = 39 θ = 0.83 (1.13) α = 0.90 | r = 0.60 ** | r = 0.53 ** | r = 0.55 ** |
Total instrument | k = 164 θ = 1.03 (1.24) α = 0.97 |
4A Acting Democratically | 0-Model 1 | Model 1 1 | Model 2 1 | Model 3 1 | |||||
est. | S.E. | est. | S.E. | est. | S.E. | est. | S.E. | ||
intercept | 0.867 | (0.072) | −0.217 | (0.070) | −0.090 | (0.161) | −0.232 | (0.185) | |
gender (ref = male student) | female student | 0.254 | (0.028) | 0.251 | (0.028) | 0.252 | (0.028) | ||
parental level of education 2 (ref = low) | havo/vwo/mbo | 0.066 | (0.048) | 0.060 | (0.048) | 0.058 | (0.048) | ||
higher education | 0.189 | (0.047) | 0.178 | (0.047) | 0.177 | (0.047) | |||
unknown | 0.085 | (0.051) | 0.084 | (0.051) | 0.083 | (0.051) | |||
ethnic origin (ref = native) | Turkey | −0.260 | (0.078) | −0.257 | (0.080) | −0.257 | (0.080) | ||
Morocco | −0.417 | (0.071) | −0.412 | (0.074) | −0.411 | (0.074) | |||
Suriname, Antilles, Aruba | −0.158 | (0.086) | −0.163 | (0.088) | −0.165 | (0.088) | |||
other non-Western | −0.242 | (0.061) | −0.246 | (0.062) | −0.246 | (0.062) | |||
other Western | −0.115 | (0.057) | −0.116 | (0.058) | −0.114 | (0.058) | |||
school level of child | vmbo-g-t | 0.591 | (0.054) | 0.555 | (0.055) | 0.569 | (0.055) | ||
(ref = vmbo bb-bk) | havo | 0.998 | (0.065) | 0.918 | (0.068) | 0.947 | (0.071) | ||
havo-vwo | 1.379 | (0.104) | 1.302 | (0.105) | 1.343 | (0.107) | |||
vwo | 1.715 | (0.067) | 1.631 | (0.071) | 1.653 | (0.072) | |||
school size | total number of students at school location | 0.000 | (0.000) | 0.000 | (0.000) | ||||
public/private school | private (ref: public) | 0.107 | (0.066) | 0.125 | (0.067) | ||||
urbanisation and school composition | urbanisation (1 non-urban–5 metropolitan) | −0.009 | (0.033) | −0.011 | (0.033) | ||||
ethnic diversity at school level (Herfind) | −0.325 | (0.191) | −0.348 | (0.190) | |||||
% students with low parental level of education (school level) | −0.421 | (0.366) | −0.388 | (0.364) | |||||
single-track or broad school | single-track | 0.132 | (0.088) | ||||||
Variance | variance at student level | 1.082 | (0.021) | 0.953 | (0.019) | 0.953 | (0.019) | 0.953 | (0.019) |
variance at school level | 0.401 | (0.066) | 0.084 | (0.016) | 0.068 | (0.013) | 0.066 | (0.013) | |
total variance | 1.483 | 1.037 | 1.021 | 1.019 | |||||
ICC | 27.0% | ||||||||
variance explained with respect to | student | 11.9% | +0.0% | +0.0% | |||||
previous model | school | 79.1% | +19.0% | +2.9% | |||||
total | 30.1% | +1.5% | +0.2% | ||||||
4B Acting in a Socially Responsible Manner | 0-Model | Model 1 | Model 2 | Model 3 | |||||
est. | S.E. | est. | S.E. | est. | S.E. | est. | S.E. | ||
intercept | 0.870 | (0.062) | −0.048 | (0.079) | 0.054 | (0.176) | −0.026 | (0.203) | |
gender (ref = male student) | female student | 0.473 | (0.033) | 0.472 | (0.032) | 0.472 | (0.033) | ||
parental level of education 2 (ref = low) | havo/vwo/mbo | −0.010 | (0.056) | −0.002 | (0.056) | −0.002 | (0.056) | ||
higher education | 0.104 | (0.054) | 0.121 | (0.055) | 0.121 | (0.055) | |||
unknown | 0.036 | (0.059) | 0.047 | (0.060) | 0.047 | (0.060) | |||
ethnic origin (ref = native) | Turkey | −0.240 | (0.090) | −0.157 | (0.093) | −0.157 | (0.093) | ||
Morocco | −0.393 | (0.082) | −0.302 | (0.086) | −0.302 | (0.086) | |||
Suriname, Antilles, Aruba | −0.166 | (0.100) | −0.105 | (0.103) | −0.105 | (0.103) | |||
other non-Western | −0.201 | (0.071) | −0.154 | (0.073) | −0.154 | (0.073) | |||
other Western | −0.117 | (0.067) | −0.085 | (0.068) | −0.085 | (0.068) | |||
school level of child | vmbo-g-t | 0.453 | (0.062) | 0.445 | (0.062) | 0.448 | (0.063) | ||
(ref = vmbo bb-bk) | havo | 0.751 | (0.073) | 0.739 | (0.077) | 0.745 | (0.080) | ||
havo-vwo | 1.135 | (0.116) | 1.130 | (0.116) | 1.140 | (0.120) | |||
vwo | 1.290 | (0.075) | 1.286 | (0.080) | 1.291 | (0.082) | |||
school size | total number of students at school location | 0.000 | (0.000) | 0.000 | (0.000) | ||||
public/private school | private (ref: public) | 0.112 | (0.072) | 0.123 | (0.073) | ||||
urbanisation and school composition | urbanisation (1 non-urban–5 metropolitan) | −0.012 | (0.036) | −0.013 | (0.036) | ||||
ethnic diversity at school level (Herfind) | −0.619 | (0.208) | −0.634 | (0.208) | |||||
% students with low parental level of education (school level) | −0.068 | (0.399) | −0.065 | (0.399) | |||||
single-track or broad school | single-track | 0.083 | (0.096) | ||||||
Variance | variance at student level | 1.451 | (0.029) | 1.318 | (0.026) | 1.317 | (0.026) | 1.317 | (0.026) |
variance at school level | 0.280 | (0.048) | 0.097 | (0.019) | 0.077 | (0.015) | 0.076 | (0.015) | |
total variance | 1.731 | 1.415 | 1.394 | 1.393 | |||||
ICC | 16.2% | ||||||||
variance explained with respect to | student | 9.2% | +0.1% | +0.0% | |||||
previous model | school | 65.4% | +20.6% | +1.3% | |||||
total | 18.3% | +1.5% | +0.1% | ||||||
4C Dealing with Conflicts | 0-Model | Model 1 | Model 2 | Model 3 | |||||
est. | S.E. | est. | S.E. | est. | S.E. | est. | S.E. | ||
intercept | 0.783 | (0.062) | −0.300 | (0.075) | −0.143 | (0.165) | −0.167 | (0.190) | |
gender (ref = male student) | female student | 0.481 | (0.032) | 0.481 | (0.032) | 0.481 | (0.032) | ||
parental level of education 2 (ref = low) | havo/vwo/mbo | 0.047 | (0.055) | 0.044 | (0.055) | 0.045 | (0.055) | ||
higher education | 0.088 | (0.053) | 0.084 | (0.054) | 0.084 | (0.054) | |||
unknown | 0.087 | (0.058) | 0.087 | (0.058) | 0.087 | (0.058) | |||
ethnic origin (ref = native) | Turkey | −0.151 | (0.087) | −0.091 | (0.091) | −0.091 | (0.091) | ||
Morocco | −0.250 | (0.079) | −0.193 | (0.084) | −0.195 | (0.084) | |||
Suriname, Antilles, Aruba | −0.106 | (0.098) | −0.056 | (0.100) | −0.054 | (0.100) | |||
other non-Western | −0.084 | (0.069) | −0.054 | (0.071) | −0.054 | (0.071) | |||
other Western | −0.043 | (0.066) | −0.025 | (0.066) | −0.027 | (0.066) | |||
school level of child | vmbo-g-t | 0.542 | (0.059) | 0.526 | (0.060) | 0.518 | (0.061) | ||
(ref = vmbo bb-bk) | havo | 0.980 | (0.069) | 0.945 | (0.074) | 0.928 | (0.077) | ||
havo-vwo | 1.285 | (0.110) | 1.261 | (0.111) | 1.243 | (0.114) | |||
vwo | 1.407 | (0.071) | 1.366 | (0.077) | 1.354 | (0.078) | |||
school size | total number of students at school location | 0.000 | (0.000) | 0.000 | (0.000) | ||||
public/private school | private (ref: public) | 0.083 | (0.067) | 0.089 | (0.067) | ||||
urbanisation and school composition | urbanisation (1 non-urban–5 metropolitan) | −0.002 | (0.033) | −0.003 | (0.033) | ||||
ethnic diversity at school level (Herfind) | −0.548 | (0.193) | −0.555 | (0.193) | |||||
% students with low parental level of education (school level) | −0.300 | (0.371) | −0.325 | (0.370) | |||||
single-track or broad school | single-track | 0.039 | (0.089) | ||||||
Variance | variance at student level | 1.388 | (0.028) | 1.268 | (0.025) | 1.268 | (0.025) | 1.268 | (0.025) |
variance at school level | 0.284 | (0.048) | 0.080 | (0.016) | 0.063 | (0.013) | 0.062 | (0.013) | |
total variance | 1.672 | 1.348 | 1.331 | 1.330 | |||||
ICC | 17.0% | ||||||||
variance explained with respect to | student | 8.6% | +0.0% | +0.0% | |||||
previous model | school | 71.8% | +21.3% | +1.6% | |||||
total | 19.4% | +1.3% | +0.1% | ||||||
4D Dealing with Differences | 0-Model | Model 1 | Model 2 | Model 3 | |||||
est. | S.E. | est. | S.E. | est. | S.E. | est. | S.E. | ||
intercept | 0.706 | (0.066) | −0.423 | (0.075) | −0.358 | (0.172) | −0.484 | (0.198) | |
gender (ref = male student) | female student | 0.377 | (0.031) | 0.377 | (0.031) | 0.377 | (0.031) | ||
parental level of education 2 (ref = low) | havo/vwo/mbo | 0.094 | (0.053) | 0.094 | (0.053) | 0.093 | (0.053) | ||
higher education | 0.222 | (0.052) | 0.222 | (0.052) | 0.221 | (0.052) | |||
unknown | 0.053 | (0.056) | 0.053 | (0.056) | 0.052 | (0.056) | |||
ethnic origin (ref = native) | Turkey | 0.006 | (0.085) | 0.001 | (0.089) | 0.001 | (0.089) | ||
Morocco | −0.088 | (0.078) | −0.093 | (0.082) | −0.092 | (0.082) | |||
Suriname, Antilles, Aruba | 0.070 | (0.095) | 0.066 | (0.097) | 0.064 | (0.097) | |||
other non-Western | 0.025 | (0.067) | 0.020 | (0.069) | 0.021 | (0.069) | |||
other Western | −0.015 | (0.064) | −0.018 | (0.064) | −0.017 | (0.064) | |||
school level of child | vmbo-g-t | 0.514 | (0.059) | 0.501 | (0.060) | 0.512 | (0.061) | ||
(ref = vmbo bb-bk) | havo | 0.971 | (0.070) | 0.943 | (0.075) | 0.964 | (0.077) | ||
havo-vwo | 1.144 | (0.111) | 1.120 | (0.114) | 1.150 | (0.117) | |||
vwo | 1.509 | (0.071) | 1.480 | (0.078) | 1.496 | (0.079) | |||
school size | total number of students at school location | 0.000 | (0.000) | 0.000 | (0.000) | ||||
public/private school | private (ref: public) | 0.110 | (0.071) | 0.127 | (0.071) | ||||
urbanisation and school composition | urbanisation (1 non-urban–5 metropolitan) | 0.004 | (0.035) | 0.002 | (0.035) | ||||
ethnic diversity at school level (Herfind) | −0.377 | (0.204) | −0.398 | (0.203) | |||||
% students with low parental level of education (school level) | −0.214 | (0.391) | −0.191 | (0.389) | |||||
single-track or broad school | single-track | 0.120 | (0.094) | ||||||
Variance | variance at student level | 1.304 | (0.026) | 1.179 | (0.023) | 1.179 | (0.023) | 1.179 | (0.023) |
variance at school level | 0.323 | (0.054) | 0.087 | (0.017) | 0.075 | (0.015) | 0.074 | (0.015) | |
total variance | 1.627 | 1.266 | 1.254 | 1.253 | |||||
ICC | 19.9% | ||||||||
variance explained with respect to | student | 9.6% | +0.0% | +0.0% | |||||
previous model | school | 73.1% | +13.8% | +1.3% | |||||
total | 22.2% | +0.9% | +0.1% | ||||||
4E Effect Sizes Model 3 all 4 Social Tasks (Significant Shown in Bold Type) 3 | AD | SR | DC | DD | |||||
gender (ref = male student) | female student | 0.21 | 0.36 | 0.37 | 0.30 | ||||
parental level of education | havo/vwo/mbo | 0.05 | 0.00 | 0.03 | 0.07 | ||||
(ref = low) | higher education | 0.15 | 0.09 | 0.06 | 0.17 | ||||
unknown | 0.07 | 0.04 | 0.07 | 0.04 | |||||
ethnic origin | Turkey | −0.21 | −0.12 | −0.07 | 0.00 | ||||
(ref = native) | Morocco | −0.34 | −0.23 | −0.15 | −0.07 | ||||
Suriname, Antilles, Aruba | −0.14 | −0.08 | −0.04 | 0.05 | |||||
other non-Western | −0.20 | −0.12 | −0.04 | 0.02 | |||||
other Western | −0.09 | −0.06 | −0.02 | −0.01 | |||||
school level of child | vmbo-g-t | 0.47 | 0.34 | 0.40 | 0.40 | ||||
(ref = vmbo bb-bk) | havo | 0.78 | 0.57 | 0.72 | 0.76 | ||||
havo-vwo | 1.10 | 0.87 | 0.96 | 0.90 | |||||
vwo | 1.36 | 0.98 | 1.05 | 1.17 | |||||
school size | total number of students at school location | 0.00 | 0.00 | 0.00 | 0.00 | ||||
public/private school | private (ref: public) | 0.10 | 0.09 | 0.07 | 0.10 | ||||
urbanisation and school composition | urbanisation (1 non-urban–5 metropolitan) | −0.01 | −0.01 | 0.00 | 0.00 | ||||
ethnic diversity at school level (Herfindahl) | −0.29 | −0.48 | −0.43 | −0.31 | |||||
% students with low parental level of education (school level) | −0.32 | −0.05 | −0.25 | −0.15 | |||||
single-track or broad school | single-track | 0.11 | 0.06 | 0.03 | 0.09 |
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Ten Dam, G.; Dijkstra, A.B.; Van der Veen, I.; Van Goethem, A. What Do Adolescents Know about Citizenship? Measuring Student’s Knowledge of the Social and Political Aspects of Citizenship. Soc. Sci. 2020, 9, 234. https://doi.org/10.3390/socsci9120234
Ten Dam G, Dijkstra AB, Van der Veen I, Van Goethem A. What Do Adolescents Know about Citizenship? Measuring Student’s Knowledge of the Social and Political Aspects of Citizenship. Social Sciences. 2020; 9(12):234. https://doi.org/10.3390/socsci9120234
Chicago/Turabian StyleTen Dam, Geert, Anne Bert Dijkstra, Ineke Van der Veen, and Anne Van Goethem. 2020. "What Do Adolescents Know about Citizenship? Measuring Student’s Knowledge of the Social and Political Aspects of Citizenship" Social Sciences 9, no. 12: 234. https://doi.org/10.3390/socsci9120234
APA StyleTen Dam, G., Dijkstra, A. B., Van der Veen, I., & Van Goethem, A. (2020). What Do Adolescents Know about Citizenship? Measuring Student’s Knowledge of the Social and Political Aspects of Citizenship. Social Sciences, 9(12), 234. https://doi.org/10.3390/socsci9120234