Education in the Best Interests of the Child: A Children’s Rights Perspective on Closing the Achievement Gap (2013) by R. Brian Howe and Katherine Covell
Bibliographic record
Abstract
In 1914, Ernest Hoag and Lewis Terman claimed that the provision of medical services in schools was "less a question of parental responsibility than of children's rights" (p.120).Theirs was one of many arguments for the primacy of children's welfare in education policy, but as Howe and Covell demonstrate, education in the developed world still is not based on this principle.Indeed, they argue that "underachievement, disengagement, and inequality of opportunity" are extensive problems precisely because education does not occur in the best interests of the child, an approach that is central to the laws and policies governing custody, child labor, health care, and other areas affecting children's well-being.This argument for educational improvement through social justice provides a thorough refutation of the "heroic action" policies advocated recently (and perhaps most visibly) in the documentary, Waiting for 'Superman ' (2010).According to Howe and Covell, the process of education reform is not a pitched battle between plucky crusaders and the bad teachers, implacable unions, and indifferent administrators who oppose them, but neither is it based on impassioned teachers who can inspire even the most disadvantaged kids under any circumstances dramatized in such films as Freedom Writers (2007) and Dangerous Minds (1995).Such portrayals make for compelling stories but poor policies, and films like Entre les Murs (2008) remind us that the complex interactions of children, teachers, and administrators too often take place in a school environment defined by deep socio-economic inequities and substantial cultural divides.Education in the Best Interests of the Child is an argument not for heroic efforts but for socio-political change, for structural reform rather than individual action.Like others who see the achievement gap as a problem of political economy, Howe and Covell do not suggest that education reform alone is sufficient to close it.But neither do they conclude, as some education scholars have, that "the adversities associated with being reared in poverty are simply too great for schools to overcome" (p.192).Rather, they suggest that "it perhaps is not a question of whether schools can close the achievement gap, but one of how families and communities can support schools in closing the achievement gap" (p.193), something that requires both education reform and improved social and economic support for disadvantaged families and communities.The challenge is not in effecting ideological change but in building the political will to enact the equality of opportunity that most societies in the developed world already embrace in principle.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.010 | 0.007 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.018 | 0.042 |
| Scholarly communication | 0.015 | 0.012 |
| Open science | 0.002 | 0.012 |
| Research integrity | 0.011 | 0.025 |
| Insufficient payload (model declined to judge) | 0.005 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".