MétaCan
Menu
Back to cohort
Record W3203695778 · doi:10.20381/ruor-26996

The Politics of Teaching Financial Literacy Education: A Case Study of Critical High School Teachers’ Beliefs and Practices in Ontario and Québec

2021· dissertation· en· W3203695778 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueuO Research (University of Ottawa) · 2021
Typedissertation
Languageen
FieldBusiness, Management and Accounting
TopicFinancial Literacy and Behavior
Canadian institutionsnot available
Fundersnot available
KeywordsFinancial literacyPoliticsCritical literacyPolitical scienceCritical theoryLiteracyPedagogyMathematics educationSociologyEconomicsPsychologyFinance

Abstract

fetched live from OpenAlex

Teachers’ voices have been largely excluded from the academic and political debates regarding the aims and merits of financial literacy education. Through case study research, this project examined the beliefs, practices, and lives of 10 teachers in Québec and Ontario who teach financial literacy at the intermediate and senior levels. Specifically, the teachers in this study report taking a critical approach to financial literacy education–a subject that tends to be framed in simplistic and individualistic terms as mere personal financial decision-making. In an analysis of in-depth interviews and deliberative inquiry focus groups with self-identifying critical teachers and investigation into various documentary sources, I detail the ways in some of these teachers adhere to mainstream understandings of financial literacy education while others work to reframe it towards more critical and economically just ends. This research results in the development of a framework for critical economic literacy education, documenting the intellectually demanding set of skills, knowledge, and pedagogical strategies a critical economic literacy requires of students and teachers. Findings also bring forth distinctions in teachers’ ideas about criticality, revealing that teachers navigate between common, critical, and transformative sense orientations in sophisticated ways to achieve their pedagogical aims. Last, I investigate how criticality emerges in teachers, narrating the ways in which their personal biographies, professional and political activities, and intellectual pursuits inform their critical teaching in relation to financial literacy. This case study is further contextualized by the current political moment in which escalating economic inequality and the widening racial wealth gap, the current financial crisis, impending climate disasters, and antidemocratic politics worldwide convey a sense of urgency and a timely relevance for a more critical and transformative financial literacy education.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.131
Threshold uncertainty score0.540

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.038
GPT teacher head0.352
Teacher spread0.314 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it