European Neuropsychopharmacology · 2014 · 16 citations · 20 references
Audio-digital RecordingsCommunicationSpeech RecognitionClinical TrialsAudio AnalysisPatient-reported OutcomeConversation AnalysisIndependent ConfirmationContent AnalysisSurvey MethodologyClinical EvaluationHealth SciencesReliabilityPsychiatryHigh SensitivityArtsDepressionSpeech CommunicationSpeech TechnologyLecture RecordingDigital AudioMental Health MonitoringPerformance StudiesRatings ReliabilitySpeech ProcessingSpeech PerceptionVoice TechnologyPsychopathologyKappa Coefficients
Signal detection requires ratings reliability throughout a clinical trial. The confirmation of site-based rater scores by a second, independent and blinded rater is a reasonable metric of ratings reliability. We used audio-digital pens to record site-based interviews of the Montgomery-Asberg Depression Rating Scale (MADRS) in a double-blind, placebo controlled trial of a novel antidepressant in treatment resistant depressed patients. Blinded, site-independent raters generated "dual" scores that revealed high correlations between site-based and site-independent raters (r=0.940 for all ratings) and high sensitivity, specificity, predictive values, and kappa coefficients for treatment response and non-response outcomes using the site-based rater scores as the standard. The blinded raters achieved an 89.4% overall accuracy and 0.786 kappa for matching the treatment response or non-response outcomes of the site-based raters. A limitation of this method is that independent ratings depend on the quality of site-based interviews and patient responses to the site-based interviewers. Nonetheless, this quality assurance strategy may have broad applicability for studies that use subjective measures and wherever ratings reliability is a concern. "Dual" scoring of recorded site-based ratings can be a relatively unobtrusive surveillance strategy to confirm scores and to identify and remediate rater "outliers" during a study.
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