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
A long-term care facility is considering implementing a predictive analytics platform to reduce hospital readmissions. What is the most critical first step for a Medical Director overseeing this initiative?
Answer: Ensure the algorithm is trained on representative, unbiased resident population data
Predictive models trained on non-representative data can perpetuate disparities; validating data quality and representativeness is the essential first step.
Which federal regulation most directly governs the use of electronic health records and data interoperability in post-acute care settings?
Answer: The 21st Century Cures Act
The 21st Century Cures Act mandates information blocking prohibitions and promotes interoperability through standardized APIs for EHR data exchange.
Telehealth utilization in skilled nursing facilities expanded significantly after which regulatory change?
Answer: CMS waived originating site requirements during the COVID-19 public health emergency
During the COVID-19 PHE, CMS issued blanket waivers removing geographic and originating site restrictions, dramatically expanding SNF telehealth access.
A Medical Director wants to use remote patient monitoring (RPM) for residents with chronic heart failure. Which metric, when tracked via wearable sensor, most reliably predicts imminent decompensation?
Answer: Daily weight trend combined with symptom scoring
Daily weight gain of ≥2 lbs combined with dyspnea or edema symptoms is the most validated early warning signal for heart failure decompensation.
Under the PDPM (Patient-Driven Payment Model), how does technology-enhanced care documentation most directly impact a SNF's reimbursement?
Answer: Accurate clinical documentation of functional status and comorbidities drives higher case-mix index scores
PDPM payment is determined by clinical classification categories that depend on thorough MDS documentation of diagnoses, functional limitations, and comorbidities.
A SNF Medical Director reviews a vendor's AI-assisted wound assessment tool that claims 95% accuracy. What additional information is most important before recommending adoption?
Answer: The demographic and wound-type composition of the validation dataset
A 95% accuracy claim is meaningless without knowing if the validation population matches your residents; performance may differ substantially across skin tones and wound types.
Which emerging care model leverages real-time location system (RTLS) technology most directly to improve safety in memory care units?
Answer: Wander management systems that alert staff when residents approach exit zones
RTLS-based wander management tracks resident location in real time and triggers alerts before elopement occurs, directly improving safety in dementia units.