Race, police stops, and perceptions of anti-Black police discrimination in Toronto, Canada over a quarter century
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.
Bibliographic record
Abstract
Purpose Black Canadians have a historically tenuous relationship with the police. Negative perceptions of the police held by Black people have traditionally resulted from high levels of police contact and perceived negative treatment during these encounters. Well-publicized instances of police violence involving Black civilians have also fostered hostility and mistrust of the police, often resulting in social unrest. Recently, in the wake of George Floyd's death at the hands of American police, people across Canada rallied in support of the Black Lives Matter social movement and calls to defund the police entered mainstream political consciousness. At the same time, police leaders have vehemently argued that racial bias within Canadian policing has been greatly reduced as the result of various reform efforts. Design/methodology/approach This paper explores the police racism debate in Canada through an analysis of three waves of survey data collected between 1994 and 2019. Findings Despite well-publicized reform efforts, the authors' findings demonstrate that little has changed over the past 25 years. Black people still report much higher rates of police stop and search activity than people from other racial backgrounds. Furthermore, racial disparities in negative police contact remain strongly significant after controlling for other theoretically relevant factors, including self-reported deviance and community crime levels. Finally, reflecting their negative experiences, most Black people still perceive Canadian law enforcement as racially biased. Nonetheless, the data do reveal one significant change: the proportion of white people who perceive police discrimination against Black people has increased dramatically over this same time period. The paper concludes by discussing the prospects of meaningful reform in light of the current findings. Originality/value This paper contributes to the literature on race and policing through an examination of 25 years of survey data across three waves of collection.
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 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 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 it