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Enregistrement W7065611431

An evaluation of tobacco control strategies on smoking-related outcomes in Canada during the time of the federal tobacco control strategy

2016· dissertation· en· W7065611431 sur OpenAlexaboutno aff

Notice bibliographique

RevueOpen MIND · 2016
Typedissertation
Langueen
DomaineMedicine
ThématiqueSmoking Behavior and Cessation
Établissements canadiensnon disponible
Organismes subventionnairesnon disponible
Mots-clésTobacco controlExciseSocioeconomic statusConsumption (sociology)Control (management)Agency (philosophy)Smoking cessationPublic health
DOInon disponible

Résumé

récupéré en direct d'OpenAlex

Background: Various tobacco control laws and strategies have been implemented in Canada since the 1980s. Excise tobacco taxes are a common form of tobacco control, and tax levels in Canada have been gradually increasing since the 1980s. More recently, the Federal Tobacco Control Strategy (FTCS) was launched in 2001 as a planned 10-year initiative by Health Canada (HC), in partnership with Public Health Agency of Canada (PHAC) and other agencies. We can summarize the FTCS goals as the following: (i) prevention of smoking among youths, (ii) cessation and reduction of consumption among smokers, and (iii) protection of non-smokers from environmental tobacco smoke. Although both smoking prevalence and smoking frequency have declined during the time of the FTCS, the contributions of the various tobacco control strategies in effect in achieving FTCS goals are unclear. Moreover, there exists a socioeconomic gap in smoking among the adult population, and it is also unclear what impact tobacco control strategies operating during the time of the FTCS have had on this gap. Objectives: The three studies of my PhD dissertation are motivated by the set of Federal Tobacco Control Strategy (FTCS) goals and the socioeconomic inequality in smoking. The first one evaluated the effectiveness of cigarette taxes as a tool for the prevention of smoking and the development of a habit among youths. The second study assessed the effectiveness of cigarette taxes in facilitating smoking cessation, and reducing smoking frequency among adults. The third study evaluated the protective effect of smoke-free legislation, but assessed smoking prevalence and frequency on the adult Canadian population. The second and third studies also included an evaluation of the potential differential effects by education. Results: For our analyses, we used the Canadian Tobacco Usage Monitoring Survey 2002-2012 database and exploited the variation in excise cigarette tax levels and implementation of smoke-free legislation among the provinces. We used regression models with province and year fixed effects, individual-level covariates, and provincial-level covariates. For Research Objective 1, changes in excise cigarette taxes yielded negligible contributions to the reduction in smoking behaviour among youths. For an increase of $1.00 in excise cigarette taxes per package of 20, the marginal effect was 0.2 (95% CI: -1.8, 2.2) percentage points for smoking prevalence, and 0.3 (95% CI: -1.2, 1.8) cigarettes for smoking frequency (past-week). We obtained similar results for the average effect of taxes on smoking behaviour among adults for Research Objective 2. For an increase of $1.00 in excise cigarette taxes per package of 20, the marginal effect was -0.1 (95% CI: -1.7, 1.5) percentage points for smoking prevalence, and -0.1 (95% CI: -1.9, 1.7) cigarettes (per week) for smoking frequency. We continued to derive null results when assessing the impact of excise cigarette taxes by education for both smoking outcomes.Likewise, for Research Objective 3, provincial smoke-free legislation (PSFL) had little impact on smoking behaviour among adults. The marginal average effect for smoking prevalence was 0.1 (95% CI: -1.3, 1.4) percentage points. The marginal average effect for smoking frequency was -0.6 (95% CI: -2.2, 1.0) cigarettes. Again, we derived null results when assessing the impact of PSFL by education for both smoking outcomes. Conclusions: From 2002-2012, both smoking prevalence and mean smoking frequency have been in steady decline in Canada. These declines, however, are present even in provinces with stable or decreasing cigarette tax levels and for provinces which implement smoke-free legislation at a later time, suggesting that other factors common to all provinces such as growing anti-smoking sentiment have had a greater influence over tobacco use.

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 machine sur la base complète

Imitation des enseignants

Ni prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.

score de la tête « metaresearch » (Codex)0,004
score de la tête « metaresearch » (Gemma)0,013
Version: metacan-v3-hybrid-931329e0061cStatut de validation: machine_predicted_unvalidated
Catégories candidatesaucune
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Observationnel · Signal consensuel: Observationnel
GenreSignal candidat: Empirique · Signal consensuel: Empirique
Score de désaccord entre enseignants0,949
Score d'incertitude au seuil0,368

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0040,013
Méta-épidémiologie (sens strict)0,0010,000
Méta-épidémiologie (sens large)0,0010,001
Bibliométrie0,0010,003
Études des sciences et des technologies0,0030,001
Communication savante0,0010,001
Science ouverte0,0010,001
Intégrité de la recherche0,0010,001
Charge utile insuffisante (le modèle a refusé de juger)0,0020,000

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 Opus0,025
Tête enseignante GPT0,329
Écart entre enseignants0,303 · 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 source (Gemma direct ou Codex distillé), 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

Citations0
Publié2016
Routes d'admission1
Résumé présentoui

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