‘Shopping for Change’: <i>World Vision Canada</i> and Consumption-Oriented Philanthropy in the Age of Philanthrocapitalism
Bibliographic record
Abstract
Abstract According to Charity Intelligence Canada, in 2014, at least 21 Canadian non-profits published a gift catalogue featuring a range of “products” a that donors could “purchase” for people in need. These charity gift catalogues, along with other shopping-inspired fundraising initiatives, represent a significant shift in the philanthropic arena towards philanthrocapitalism. Using two World Vision Canada campaigns as exemplars, this article offers a critical analysis of what the author calls “consumption-oriented philanthropy” b —a class of charitable giving that is heavily guided by market principles without involving a consumer product. Unlike purchase-triggered donation campaigns (in which a charitable donation is made when a consumer product is purchased), consumption-oriented philanthropy does not require the purchase of a for-profit commodity; instead, consumption-oriented philanthropy reformulates aid recipients or charitable aid itself into symbolic commodities. By re-framing charitable aid as a pseudo-shopping experience, however, consumption-oriented philanthropy ushers in an entirely different set of values, expectations, and logic that shapes the way in which donors understand and engage in philanthropic giving.
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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 | 0.000 | 0.000 |
| 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".