Using Autoregressive Integrated Moving Average (ARIMA) Modelling to Forecast Symptom Complexity in an Ambulatory Oncology Clinic: Harnessing Predictive Analytics and Patient-Reported Outcomes.

Watson, Linda; Qi, Siwei; DeIure, Andrea; Link, Claire; Chmielewski, Lindsi; Hildebrand, April; Rawson, Krista; Ruether, Dean

Watson, Linda; Qi, Siwei; DeIure, Andrea; Link, Claire; Chmielewski, Lindsi; Hildebrand, April; Rawson, Krista; Ruether, Dean.

Afiliación

Watson L; Applied Research and Patient Experience, Cancer Research and Analytics, Cancer Care Alberta-Alberta Health Services, Calgary, AB T2S 3C3, Canada.
Qi S; Applied Research and Patient Experience, Cancer Research and Analytics, Cancer Care Alberta-Alberta Health Services, Calgary, AB T2S 3C3, Canada.
DeIure A; Applied Research and Patient Experience, Cancer Research and Analytics, Cancer Care Alberta-Alberta Health Services, Calgary, AB T2S 3C3, Canada.
Link C; Applied Research and Patient Experience, Cancer Research and Analytics, Cancer Care Alberta-Alberta Health Services, Calgary, AB T2S 3C3, Canada.
Chmielewski L; Applied Research and Patient Experience, Cancer Research and Analytics, Cancer Care Alberta-Alberta Health Services, Calgary, AB T2S 3C3, Canada.
Hildebrand A; Applied Research and Patient Experience, Cancer Research and Analytics, Cancer Care Alberta-Alberta Health Services, Calgary, AB T2S 3C3, Canada.
Rawson K; Quality, Safety & Practice Integration, Cancer Care Alberta-Alberta Health Services, Calgary, AB T2S 3C3, Canada.
Ruether D; Medical Oncology, Cancer Care Alberta-Alberta Health Services, Calgary, AB T2S 3C3, Canada.

Int J Environ Res Public Health ; 18(16)2021 08 07.

Article en En | MEDLINE | ID: mdl-34444115

Asunto(s)

Instituciones de Atención Ambulatoria; Modelos Estadísticos; Predicción; Humanos; Incidencia; Medición de Resultados Informados por el Paciente

Palabras clave

ARIMA; clinic scheduling; forecasting model; patient-reported outcomes; predictive analytics; staff allocation; symptom complexity levels

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Modelos Estadísticos / Instituciones de Atención Ambulatoria Tipo de estudio: Diagnostic_studies / Incidence_studies / Prognostic_studies / Risk_factors_studies Aspecto: Patient_preference Límite: Humans Idioma: En Revista: Int J Environ Res Public Health Año: 2021 Tipo del documento: Article País de afiliación: Canadá

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