Uncharted Territory: Mapping Students' Conceptions of Ethnic Diversity
Bibliographic record
Abstract
ABSTRACT/RESUME This paper presents findings from research project that focuses on grade seven students' understandings of ethnic diversity. It describes ways in which students understand concept of ethnic and related concept, tolerance. It represents significant shift from past research that has focused solely on attitudes toward ethnic without investigating knowledge structures that inform an individual's mind-set. Data for this study were collected using semi-structured, stimuli centered interviews. Phenomenographic analysis techniques were used to develop descriptions of students' understandings of concept. We argue that students understand concept of ethnic in limited number of qualitatively different ways, and that, in general, these understandings are far less sophisticated than those outlined in curricular expectations. Cet article presente des resultats d'une etude qui vise explorer comment les eleves de la septieme annee comprennent le concept de la diversite ethnique. Ce travail decrit les manieres dont les etudiants comprennent le concept de la diversite ethnique et le concept associe, la tolerance. Il represente un decalage significatif de la recherche passee qui s'est concentree seulement sur des attitudes envers la diversite ethnique sans etudier les connaissances qui informent ses memes attitudes. Des donnees pour cette etude ont ete rassemblees en utilisant des entrevues individuelles et en discutant des situations quotidiennes dont la diversite ethnique pourrait jouer un role central. Des techniques d'analyse de la phenomenographie ont ete employees afin de developper des descriptions des conceptions que les eleves ont demontrees. Nous estimons que les eleves comprennent le concept de la diversite ethnique d'une maniere variee mais aussi limitee et que, en general, ces connaissances sont moins sophistiquees que celles qui sont decrites dans les programmes d'etudes. Questions regarding nations will deal with ethnic are central to public policy debates around world. As Kymlicka points out, there is a striking worldwide trend regarding diffusion and adoption of principles and policies of multicultural citizenship which has reached way beyond West, to even most remote regions of Peru, highlands of Nepal, and peripheries of Communist China (2004, xiii). A central concern wherever cultural policy is discussed is how can we ensure that recognition of does not undermine efforts to construct or sustain common political values, mutual trust and understanding, and solidarity across group lines? (ibid.). Most Western (and many non-Western) nations have adopted some form of multiculturalism in response to this question. Kymlicka writes that, despite controversy about multiculturalism, the overall trends are fairly consistent throughout West toward greater recognition of diversity (2003, 374). Joshee argues that Canadians take particular pride in this, contending, acceptance of is one of foundational myths (2004, 129). While Canada's approach to internal is not so different from that of other Western democracies (Kymlicka 2003, 369), it is distinctive in extent to which it has not only legislated but also constitutionalized practices of accommodation (Kymlicka 2003, 374). From beginning in Canada, education has been central institution for implementation of policy in area of diversity. Joshee (2004) and others (for example, Bruno-Jofre and Aponiuk 2001; Hebert 2002; Sears et al. 1999) have documented shift in educational policy and practice over years, from an emphasis on assimilation, to more contemporary efforts to promote understanding of, and respect for, diversity. While there is evidence of retreat from activist social justice curricula which appeared in some jurisdictions in 1980s and 1990s, developing understanding of cultural difference is key goal of education generally and social studies education in particular across country (Joshee 2004; Sears and Wright 2004). …
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".