Introduction: Assessment of the results of treatment for mental disorders becomes more complete when the patient's perspective is incorporated. Here, we aimed to evaluate the psychometric properties and application of the Perceived Change Scale - Patient version (PCS-P) in a sample of inpatients with mental disorders. Methods: One hundred and ninety-one psychiatric inpatients answered the PCS-P and the Patients' Satisfaction with Mental Health Services Scale (SATIS) and were evaluated in terms of clinical and sociodemographic data. An exploratory factor analysis (EFA) was performed and internal consistency was calculated. The clinical impressions of the patient, family, and physician were correlated with the patient's perception of change. Results: The EFA indicated a psychometrically suitable four-factor solution. The PCS-P exhibited a coherent relationship with SATIS and had a Cronbach's alpha value of 0.856. No correlations were found between the physician's clinical global impression of improvement and the patient's perception of change, although a moderate positive correlation was found between the patients' clinical global impression of improvement and the change perceived by the patient. Conclusions: The PCS-P exhibited adequate psychometric proprieties in a sample of inpatients with mental disorders. The patient's perception of change is an important dimension for evaluation of outcomes in the treatment of mental disorders and differs from the physician's clinical impression of improvement. Evaluation of positive and negative perceptions of the various dimensions of the patient's life enables more precise consideration of the patient's priorities and interests.
Background: General Hospital Psychiatric Units have a fundamental importance in the mental health care systems. However, there is a lack of studies regarding the level of improvement of patients in this type of facility. Objective: To assess factors related to good and poor outcomes in psychiatric inpatients using an index composed by clinical parameters easily measured. Methods: Length of stay (LOS), Global Assessment of Functioning (variation and at discharge) and Clinical Global Impression (severity and improvement) were used to build a ten-point improvement index (I-Index). Records of psychiatric inpatients of a general hospital during an 18-month period were analyzed. Three groups (poor, intermediate and good outcomes) were compared by univariate and multivariate models according to clinical and sociodemographic variables. Results: Two hundred and fifty patients were included, with a percentage in the groups with poor, regular and good outcomes of 16.4%, 59,6% and 24.0% respectively. Poor outcome at the discharge was associated mainly with lower education, transient disability, antipsychotics use, chief complaint "behavioral change/aggressiveness" and psychotic features. Multivariate analysis found a higher OR for diagnoses of "psychotic disorders" and "personality disorders" and others variables in relation to protective categories in the poor outcome group compared to the good outcome group. Discussion: Our I-Index proved to be an indicator of that allows an easy and more comprehensive evaluation to assess outcomes of inpatients than just LOS. Different interventions addressed to conditions such as psychotic disorders and disruptive chief complaints are necessary.
Troubleshooting is a labor-intensive task that includes repetitive solutions to similar problems. This task can be partially or fully automated using text-similarity matching to find previous solutions, lowering the workload of technicians. We develop a systematic literature review to identify the best approaches to solve the problem of troubleshooting automation and classify incidents effectively. We identify promising approaches and point in the direction of a comprehensive set of solutions that could be employed in solving the troubleshooting automation problem. 1 Available at https://archive.ics.uci.edu/ml/ datasets/reuters-21578+text+categorization+ collection. Accessed in May 2021. 2 Available at https://archive.ics.uci.edu/ml/ datasets/Twenty+Newsgroups. Accessed in May 2021.
Introduction User satisfaction assessment in mental health services is an important indicator of treatment quality. The objective of this study was to evaluate treatment satisfaction in a sample of inpatients with mental disorders and the associations between levels of satisfaction and clinical/sociodemographic variables. Methods This exploratory study investigated 227 psychiatric inpatients who answered the Patient Satisfaction with Mental Health Services Scale (SATIS-BR) and the Perception of Change Scale (EMP). SATIS scores were analyzed according to associations with clinical and sociodemographic data. Pearson correlations were used to correlate SATIS scores with other variables. Results We found a high degree of satisfaction with care at the psychiatric inpatient unit assessed. In general, patients rated maximum satisfaction for most items. The highest satisfaction scores were associated with patients receiving treatment through the Brazilian Unified Health System (SUS) and with less education. SATIS showed a moderate positive correlation with EMP. The worst evaluated dimension was physical facilities and comfort of the ward. Conclusion Patients treated via SUS may be more satisfied than patients with private health insurance when treated in the same facility. The evaluation of treatment satisfaction can be used to reorganize services at psychiatric inpatient units.
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