The use of temporal-spatial analyses in the epidemiological investigation of endemic and epidemic waterborne gastroenteritis
Notice bibliographique
Résumé
Few approaches are available to study the relationship between drinking water and gastroenteritis in communities served by one common water source, or multiple sources where water undergoes extensive mixing within a distribution system. When the majority of the population is exposed to a common risk factor, it is very difficult, if not impossible, to assess the relationship between a disease and a risk factor of interest using traditional epidemiological techniques (cross-sectional study, case-control study, etc.). In this thesis, the results of two endemic studies and one epidemic study demonstrate the utility of temporal-spatial analytical techniques in the investigation of waterborne gastroenteritis. Endemic waterborne disease investigations were conducted in two cities with vastly different approaches to drinking water supply management: Vancouver, British Columbia and Edmonton, Alberta. Whereas Vancouver's drinking water originates from protected watersheds and undergoes minimal treatment, Edmonton's drinking water is drawn from a river with much poorer water quality, but undergoes full conventional treatment. Using time-series analysis, evidence for a relationship between the daily turbidity of unfiltered drinking water and endemic gastroenteritis was identified in Greater Vancouver from 1992 to 1998. Statistically significant associations were found between daily visits to emergency rooms, physician offices', and hospitalizations, for gastroenteritis and daily water turbidity among consumers of each of Vancouver's three water supplies. Lag-times (i.e. time from the turbidity increase to the increase in health care utilisation) observed were both biologically plausible and relatively consistent across water supply areas, age groups, and health service data sets. The inclusion of a formal control group in a comparative logistic (case-control) regression approach added strength to the study findings, and supported the underlying hypothesis of causality. Results of temporal-spatial analyses suggested very little impact, if any, of filtered drinking water from Edmonton's two water treatment plants on the level of endemic gastroenteritis among Edmonton residents from 1993 to 1999. The lack of significant temporal relationships between daily drinking water quality and health care utilisation associated with gastroenteritis, together with the lack of obvious spatial relationships between gastroenteritis and the two Edmonton water service areas, support the opinion that the high quality of Edmonton's drinking water adequately minimises the risk of waterborne endemic gastroenteritis. Furthermore, the lack of significant relationships between raw water turbidity and faecal coliform counts, and endemic gastroenteritis, support the effectiveness of the treatment processes utilised. Analyses of a waterborne 'E. coli' O157:H7/'Campylobacter ' outbreak in Walkerton, Ontario in May 2000, demonstrated an association between water originating from one of three wells supplying the town at the time of the outbreak (Well 5), and the risk of developing gastroenteritis. The results of the Walkerton investigation provided strong evidence to support what is now considered the most likely series of events leading up to the infection of an estimated 1286 Walkerton residents with 'E. coli' O157:H7 and/or 'Campylobacter'. The results of the temporal-spatial analyses strongly support the theory that Well 5 was the primary, if not the only well involved in the outbreak.
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 | 0,010 | 0,022 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,001 |
| Bibliométrie | 0,007 | 0,009 |
| Études des sciences et des technologies | 0,001 | 0,001 |
| Communication savante | 0,002 | 0,001 |
| Science ouverte | 0,001 | 0,001 |
| Intégrité de la recherche | 0,000 | 0,001 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,001 | 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 ».