2020
Quantifying treatment selection bias effect on survival in comparative effectiveness research: findings from low-risk prostate cancer patients
Miccio JA, Talcott WJ, Jairam V, Park HS, Yu JB, Leapman MS, Johnson SB, King MT, Nguyen PL, Kann BH. Quantifying treatment selection bias effect on survival in comparative effectiveness research: findings from low-risk prostate cancer patients. Prostate Cancer And Prostatic Diseases 2020, 24: 414-422. PMID: 32989262, DOI: 10.1038/s41391-020-00291-3.Peer-Reviewed Original ResearchConceptsProstate cancer-specific survivalLow-risk prostate cancerExternal beam radiotherapyTreatment selection biasOverall survivalRadical prostatectomyProstate cancerOS differenceLow-risk prostate cancer patientsCancer-specific survivalEnd Results (SEER) databaseProstate cancer patientsClinical trial designEffectiveness researchComparative effectiveness researchPropensity-score matchingMethodsThe SurveillanceTreatment guidelinesResults databaseEntire cohortResultsA totalCancer patientsTreatment modalitiesNational registryPatient management
2014
Considerations for Observational Research Using Large Data Sets in Radiation Oncology
Jagsi R, Bekelman J, Chen A, Chen R, Hoffman K, Shih Y, Smith B, Yu J. Considerations for Observational Research Using Large Data Sets in Radiation Oncology. International Journal Of Radiation Oncology • Biology • Physics 2014, 90: 11-24. PMID: 25195986, PMCID: PMC4159773, DOI: 10.1016/j.ijrobp.2014.05.013.Peer-Reviewed Original ResearchMeSH KeywordsChecklistComparative Effectiveness ResearchDatabases, FactualDiffusion of InnovationHealth Care CostsHealth Services ResearchHealth SurveysInsurance Claim ReviewMedicareNeoplasmsNomogramsObservational Studies as TopicProfessional PracticePropensity ScorePublication BiasRadiation OncologyRare DiseasesRegistriesResearch DesignSEER ProgramUnited StatesConceptsRadiation oncology communityRadiation oncologyObservational researchHealth services researchObservational studyWell-designed observational studiesOncology communityField of radiation oncologyHealth careServices researchEvaluate causalityObservational analysisData sourcesInternational Journal of Radiation OncologyMethodological expertiseRadiation oncology researchEvaluate evidenceRecognition of limitationsOncologyClinical trialsPotential data sourcesResearch questionsOncology researchHealthMethodological considerations