Hearing Difficulty Is Associated With Injuries Requiring Medical Care
Notice bibliographique
Résumé
OBJECTIVE: Injuries are responsible for 11% of global disability-adjusted life years. Hearing difficulty may be a modifiable risk factor for injury. The primary aim was to determine whether subjective hearing difficulty is associated with increased incidence of injuries (all-type, workplace, and nonworkplace) serious enough to require health care among Americans aged 18 years and older. The secondary aim was to determine whether hearing difficulty is associated with increased use of health care for injuries. DESIGN: The analysis was performed using data from the 1999 to 2012 Medical Expenditure Panel Surveys-Household Component (MEPS-HC). Multivariable estimates are generalizable to the American noninstitutionalized adult population in 2006. Hearing difficulty was determined by computer-assisted personal interview. The primary outcome was number of separate injuries requiring health care (emergency department visits, hospital inpatient admissions, or medical office visits) during the follow-up period. Crude injury incidence rates were calculated with 95% confidence intervals (CIs). Multivariable negative binomial regression was performed to determine the relative incidence rate of injuries among the group reporting hearing difficulties relative to the group reporting no difficulty in hearing, adjusting for relevant confounders. Variance estimates were adjusted to take into account the complex sample design. Results were stratified by sex. RESULTS: Of the 121,453 participants in MEPS-HC panels 6-16, 107,352 (88.4%) had complete data and were included in the analysis. The average follow-up was 1.27 years. Seven thousand six hundred and twenty-four participants (7.1%) reported hearing difficulty at baseline. During the follow-up period, 10,727 participants (10.0%) had one or more injuries. In multivariable analyses, hearing difficulty was significantly associated with increased incidence of all-type (males: incidence rate ratio [IRR] 1.31, 95% CI 1.18-1.45, p value < 0.001; females: IRR 1.21, 95% CI 1.07-1.36, p value < 0.001), workplace (males: IRR 1.42, 95% CI 1.16-1.75, p value 0.001; females: IRR 1.61, 95% CI 1.12-2.31, p value 0.010), and nonworkplace injuries (males: IRR 1.24, 95% CI 1.09-1.42, p value 0.001; females: IRR 1.17, 95% CI, 1.02-1.34, p value 0.023). In multivariable analyses, hearing difficulty was associated with increased incidence of emergency department use in males (IRR 1.36, 95% CI 1.13-1.62, p value 0.001) and medical office visits in females (IRR 1.52, 95% CI 1.12-2.05, p value 0.007). CONCLUSIONS: The study results suggest the need to investigate the mechanisms underlying the measured associations so that efforts may be directed toward reducing the risk of injury for individuals with hearing difficulties.
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 enseignantsNi 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.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,001 | 0,006 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,001 | 0,002 |
| Études des sciences et des technologies | 0,000 | 0,000 |
| Communication savante | 0,001 | 0,000 |
| Science ouverte | 0,000 | 0,001 |
| Intégrité de la recherche | 0,000 | 0,000 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,006 | 0,000 |
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.
score_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 découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».