Industry Trends & Emerging Technologies Flashcards
7 cards from real CMD practice questions. Tap to flip, then mark Knew It or Still Learning — missed cards come back until you master them.
Read the first 7 Industry Trends & Emerging Technologies flashcards as text
Regarding the adoption of clinical decision support (CDS) tools in post-acute care, what does the term 'alert fatigue' describe?
Answer: Clinician desensitization to warnings caused by excessive, poorly calibrated CDS alerts leading to override without review
Alert fatigue occurs when clinicians receive so many low-value CDS alerts that they routinely override all warnings, negating the safety benefit of even high-priority alerts.
The LTPAC (Long-Term and Post-Acute Care) HIT Collaborative standards are primarily intended to:
Answer: Promote health information exchange between long-term care facilities and other care settings through standardized data formats
The LTPAC HIT Collaborative develops data exchange standards to enable interoperability between post-acute care settings and the broader healthcare ecosystem.
A Medical Director is presented with a proposal to use generative AI to draft initial physician progress notes from structured EHR data. The most important governance safeguard is:
Answer: Requiring physician review, editing, and attestation of every AI-drafted note before it becomes part of the legal medical record
AI-drafted clinical documentation must be reviewed and attested to by the responsible physician; the clinician remains legally accountable for the accuracy of the medical record.
In the context of value-based purchasing for post-acute care, the 'Star Rating' system published on Nursing Home Compare primarily measures performance in which three domains?
Answer: Health inspections, staffing levels, and quality measures
CMS's Five-Star Quality Rating System scores nursing homes on health inspections, staffing (including RN hours), and quality measures derived from MDS data.
An emerging application of blockchain technology in healthcare most relevant to a Medical Director managing care transitions is:
Answer: Creating an immutable, decentralized record of care events and medication history accessible across providers without a central repository
Blockchain's immutable distributed ledger enables verifiable, tamper-resistant care records accessible to multiple authorized providers without relying on a single controlling entity.
The Social Determinants of Health (SDOH) data standard Z-codes in ICD-10-CM are increasingly relevant to long-term care technology because:
Answer: EHR systems that capture Z-codes enable risk stratification and referral workflows targeting food insecurity, housing instability, and social isolation
Structured SDOH documentation using Z-codes within EHR workflows enables population health platforms to identify and address non-clinical barriers that drive adverse outcomes.
A Medical Director is reviewing a proposal for a 'hospital-at-home' program partnering with the SNF. Under CMS's Acute Hospital Care at Home waiver, what is the SNF Medical Director's most critical oversight role?
Answer: Ensuring clear clinical criteria and communication protocols exist for determining when a patient requires transfer to acute care
The Medical Director must ensure robust clinical escalation criteria and communication pathways exist to safely identify when hospital-at-home patients need rapid transfer to higher-acuity settings.