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Enregistrement W1952482113 · doi:10.55016/ojs/sppp.v8i1.42511

Caught in the Middle: Some in Canada’s Middle Class are Doing Well; Others Have Good Reason to Worry

2015· article· en· W1952482113 sur OpenAlexaffabout
Philip Cross, Munir A. Sheikh

Notice bibliographique

RevueThe School of Public Policy Publications · 2015
Typearticle
Langueen
DomaineSocial Sciences
ThématiqueYouth Development and Social Support
Établissements canadiensCarleton UniversityUniversity of Calgary
Organismes subventionnairesnon disponible
Mots-clésWorryMiddle classPsychologyClass (philosophy)Social psychologyPolitical scienceEpistemologyLawPhilosophyPsychiatryAnxiety

Résumé

récupéré en direct d'OpenAlex

It is sometimes difficult to tell which group is more distressed about the purportedly deteriorating well-being of Canada’s middle class: Politicians courting middle-class voters, or the Canadians who actually identify as middle class. Even more difficult to discern is whether either group truly understands precisely who it is they are worrying about. There is no firm consensus on where the upper and lower boundaries of the middle class lie, with economists and statisticians disagreeing on the income levels and brackets that should be included in the definition of middle class, and some even arguing that income itself may be an inappropriate measure (preferring instead, for instance, consumption and lifestyle). And yet, despite all the conflicting approaches to measuring the middle class, what emerges from a review of the array of definitions and data sources is that the politicians and voters can at least partly justify their angst. While the middle class has seen its income grow, it has not kept pace with the income growth rate of higherearning groups. But not all members of the so-called middle class face the same plight. The workers who have lost the most ground relative to higher-income groups, are those with below-average human capital (that is, lower skill and education), and are at the lower end of the middle-income bracket. The largest source of downward pressure on middle-class incomes has been the decline of Canada’s manufacturing industry. Beginning in the postwar years, factory jobs developed a misplaced reputation for being well-paying middleclass work. In fact, the work provided generous pay and benefits only relative to the low human capital that was necessary to find employment in manufacturing. As manufacturing has declined across all industrialized countries, lower-skilled workers have been forced to accept lower rates of income growth. Meanwhile, more gains have been made by those with high levels of human capital. Public-sector professionals in particular have come to share the human-capital and income characteristics of Canada’s highest-paid managers and professionals, often enjoying greater job security as well. In reality, anxiety over the state of the middle class and its future is actually about the working class. Lumping middle-class factory workers and clerical assistants in with middle-class teachers and nurses — as current political discussion tends to do — obscures the truth about which members of that group are genuinely struggling to keep up. As long as politicians continue to promote policies aimed at helping everyone within such a vague and broad target group, they can only end up misdirecting resources by enriching those who are already doing reasonably well, rather than focusing on those working-class Canadians who truly are not. Already net transfers through the tax system to middle-income groups have grown markedly. These transfers have managed to offset about half the erosion of middle-class incomes in the marketplace. Those transfers have been financed through increased tax payments from high-income groups, but also through shrinking transfers to low-income groups. These developments raise serious policy issues for which there are no simple answers. The breadth of Canada’s middle class obviously means that it encompasses the largest proportion of families, by far. Any further policies aimed at transferring wealth from other income groups to appease middle-class voters will be costly. Given that the main cause for concern is the worsening situation of lowerskilled workers, politicians who truly want to help those struggling in the “middle class,” should focus their efforts on helping Canadians acquire more education and more skills.

Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.

Comment cette classification a été obtenuedéplier

Prédiction distillée sur la base complète

Imitation des enseignants

Ni prévalence calibrée, ni vérité terrain. Validation humaine à venir. Apprise à partir de 10 348 étiquettes directes de Codex et de 10 348 étiquettes directes de Gemma. Le mode candidate est l'union des têtes enseignantes seuillées; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont ni des étiquettes humaines ni des étiquettes directes de modèles de pointe.

score de la tête « metaresearch » (Codex)0,004
score de la tête « metaresearch » (Gemma)0,003
Version: codex-gemma-dda1882f352aStatut de validation: machine_predicted_unvalidated
Catégories candidatesaucune
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Observationnel · Signal consensuel: aucune
GenreSignal candidat: Empirique · Signal consensuel: aucune
Score de désaccord entre enseignants0,731
Score d'incertitude au seuil0,985

Scores Codex et Gemma par catégorie

CatégorieCodexGemma
Métarecherche0,0040,003
Méta-épidémiologie (sens strict)0,0000,000
Méta-épidémiologie (sens large)0,0000,000
Bibliométrie0,0000,003
Études des sciences et des technologies0,0000,000
Communication savante0,0000,001
Science ouverte0,0020,000
Intégrité de la recherche0,0000,000
Charge utile insuffisante (le modèle a refusé de juger)0,0000,000

Scores machine (provisoires)

Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.

Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.

Tête enseignante Opus0,104
Tête enseignante GPT0,316
Écart entre enseignants0,212 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découle

Classification

machine, non validée

Prédiction automatique; un appel candidat d’une seule tête enseignante, pas un consensus.

Les modèles n’ont appliqué aucune catégorie : rien dans la taxonomie ne correspondait à ce travail.
Devis d'étudeObservationnel
Domainenon disponible
GenreEmpirique

Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».

En bref

Citations2
Publié2015
Routes d'admission2
Résumé présentoui

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