Adverse drug reaction (ADR) risk-prediction models for use in older adults have been developed, but it is not clear if they are suitable for use in clinical practice. This systematic review aimed to identify and investigate the quality of validated ADR risk-prediction models for use in older adults. Standard computerized databases, the gray literature, bibliographies, and citations were searched (2012) to identify relevant peer-reviewed studies. Studies that developed and validated an ADR prediction model for use in patients over 65 years old, using a multivariable approach in the design and analysis, were included. Data were extracted and their quality assessed by independent reviewers using a standard approach. Of the 13,423 titles identified, only 549 were associated with adverse outcomes of medicines use. Four met the inclusion criteria. All were conducted in inpatient cohorts in Western Europe. None of the models satisfied the four key stages in the creation of a quality risk prediction model; development and validation were completed, but impact and implementation were not assessed. Model performance was modest; area under the receiver operator curve ranged from 0.623 to 0.73. Study quality was difficult to assess due to poor reporting, but inappropriate methods were apparent. Further work needs to be conducted concerning the existing models to enable the development of a robust ADR risk-prediction model that is externally validated, with practical design and good performance. Only then can implementation and impact be assessed with the aim of generating a model of high enough quality to be considered for use in clinical care to prioritize older people at high risk of suffering an ADR.
In an effort to amalgamate the study of behavior into the dental curriculum at West Virginia University, four primary objectives were set forth by the authors 1) creating a positive learning experience, 2) providing general information concerning behavior as it relates to dentistry, 3) dealing with special problems related to the human developmental continuum, and 4) increasing the students perception of himself and his patients. These objectives were accomplished through a variety of teaching techniques including formal didactic lectures, open and informal discussions, and videotape exercises involving mock clinical situations. There was no formal grading, although the students were requested to evaluate the course. Generally the students were enthusiastic in their regard for the class, emphasizing their feelings that follow‐up courses should be offered.
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