Table 4. Potential solutions to each of the categories of data content being discussed in the literature as missing from the EHR or needing revision.
Category | Solutions |
---|---|
Adverse events | • Unified medical record • Voice recognition • NLP • Patient portals |
Clinician cognitive processes | • Voice recognition • NLP |
Data standards creation and data communication | • Unified medical record • HL7 development and standardization • Voice recognition • NLP |
Genomics | • Unified medical record • Automated laboratory data transfer |
Medication list data capture | • Unified medical record • Voice recognition • NLP |
Patient preferences | • Unified medical record • Voice recognition • NLP • Patient portals |
Patient-reported data | • Unified medical record • Voice recognition • NLP • Patient portals |
Phenotyping | • Unified medical record • Voice recognition • NLP |
Abbreviation: NLP, natural language processing.
Note: Some of the proposed solutions are currently implemented in some EHRs but are not developed enough to solve the issue. Others will require significant research and further development of the technologies. Still others might require policy changes.