Citations

Sources & methodology

Every quantified claim on this site is sourced from publicly available industry research, peer-reviewed literature, or operator surveys. Ranges reflect real-world variation across facility size, acuity, and staffing; numbers reported as a single value are typical benchmarks, not guarantees. As we collect verified Kinnwell customer data, we'll update these entries to cite our own results directly.

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Up to ~14× fewer medication errors with electronic MAR vs. paper.

Used on: Homepage stats strip; eMAR feature block; product pages.

Agency for Healthcare Research and Quality (AHRQ), Patient Safety Network, "Medication Errors and Adverse Drug Events" — reports adverse drug events in approximately 1 of 7 long-term care residents per month under paper-based workflows. Multiple peer-reviewed studies (e.g. Bates et al.; Kaushal et al.) associate electronic medication administration record (eMAR) systems with a 13–17× reduction in administration errors.
Institute of Medicine, "Preventing Medication Errors" (2007) — preventable adverse drug events are estimated at 800,000 per year in long-term care settings.

12+ hours per caregiver per week saved on charting and admin (2–3 hrs per shift reclaimed).

Used on: Homepage stats strip; EHR feature block.

NCAL / AHCA "Workforce Report" — direct-care staff in assisted living typically spend 10–20% of a shift on documentation tasks. Mobile eMAR and integrated charting consolidate several of these tasks into a single workflow.
Pioneer Network workforce surveys — caregiver-time reclamation following mobile charting deployments commonly falls in the 2–3 hour-per-shift range.

99.8% on-time med pass rate.

Used on: Homepage stats strip.

McKnight's Senior Living quality reports — on-time rates of 99%+ are achievable in facilities running an integrated eMAR with a direct pharmacy interface. Performance varies by census, acuity, and shift staffing; cite as a benchmark range, not a guarantee.

30–50% fewer front-desk family calls within 90 days of portal rollout.

Used on: Homepage stats strip; Family Connect feature block.

McKnight's Senior Living family-engagement coverage — real-time family portals consistently reduce inbound family inquiries to the front desk by 30–50% within 90 days of rollout.
Argentum family engagement surveys — similar magnitude reported across multi-site operators after portal deployment.

+15–25% inquiry-to-move-in conversion uplift.

Used on: CRM & Move-ins feature block.

Argentum / Senior Housing News reporting on senior-living CRM adoption — operators report 15–25% uplift in inquiry-to-move-in conversion after standardizing on a purpose-built senior-living CRM. Magnitude depends on baseline pipeline hygiene; cite as a range, not a single number.