Diagnostic errors are common and have seemed intractable for decades. Although time pressure is often cited as a contributor to this problem, overconfidence on the part of the diagnostician may also play a role. Successful strategies for reducing error in the diagnostic process should include patients and families in innovative ways. Changing the existing paradigm of patients responding passively to one of patients participating actively has the potential to assist in achieving greater diagnostic accuracy. Providers should welcome patients' online research into their symptoms, succinct summaries of their course of illness and questions about the differential diagnoses that might be applicable. Systematic methods for following up after the initial diagnosis are essential for verifying accuracy as well as providing excellent patient care.
The quality of drug products in the United States, which are largely produced overseas, has been a matter of growing concern. Buyers and payers of pharmaceuticals, whether they are health-systems, insurers, PBMs, pharmacies, physicians, or patients, have little to no visibility into any quality metrics for the manufacturers of drug products or the products themselves. A system of quality scores is proposed to enable health-systems and other purchasers and payers of medication to differentiate among drug products according to evidence-based metrics. Metrics influencing the quality scores described herein include both broadly applicable regulatory information and more drug-specific, third-party chemical analysis information. The aggregation of these metrics through a proposed set of rules results in numerical values on a 0-100 scale that may be further simplified into a red/yellow/green designation. The simplicity of such scores enables seamless integration into existing healthcare systems and an integration scheme is proposed. Using real-world data from currently on-market valsartan drug products, this proposed system generated a variety of quality scores for six major manufacturers. These scores were further evaluated according to their current market price showing no significant correlation between quality score and price. The implementation of drug quality scores at healthcare institutions in the United States and their potential utilization by regulators, could create a much-needed, market-driven incentive for pharmaceutical manufacturers to produce quality medications that would reduce drug shortages and improve public health.
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