Here is the standardised PICO analysis for the CMS Initiative article you provided:
Full Title
CMS Initiative to Reduce Potentially Avoidable Hospitalizations Among Long-Stay Nursing Facility Residents: Lessons Learned
Authors: Denise A. Tyler, Zhanlian Feng, David C. Grabowski, Lawren Bercaw, Micah Segelman, Galina Khatutsky, Joyce Wang, Angela Gasdaska, Melvin J. Ingber
Journal: The Milbank Quarterly, December 2022; 100(4): 1243–1278
Type of Study
Mixed-methods policy-evaluation study combining:
- Qualitative interviews and site-visits (2013–2020) with participating nursing homes and Enhanced Care & Coordination Providers (ECCPs)
- Quantitative difference-in-differences analyses of Medicare claims and Minimum Data Set (MDS) data
PICO Summary
Population (P)
- Long-stay residents of skilled nursing facilities (SNFs) in seven U.S. states (AL, IN, MO, NE, NV, NY, PA) from 2014 to 2019
- Residents were fee-for-service (FFS) Medicare beneficiaries with ≥ 101 days stay and no hospice enrolment
Intervention (I)
Three sequential arms over two phases:
- Clinical-Only (Phase 1, 2012–16): On-site placement of nurse practitioners (NPs) or RNs by ECCPs, plus staff education, communication tools (e.g. INTERACT), and coordination support
- Clinical + Payment (Phase 2, 2016–20): Continued clinical interventions plus a Medicare Part B payment incentive for on-site treatment of six qualifying conditions (pneumonia, CHF, COPD/asthma, fluid/electrolyte disorders, skin infection, UTIs)
- Payment-Only (Phase 2, 2016–20): Medicare payment incentive without the original ECCP-placed clinical staff or intensive education
Comparison (C)
- Clinical-Only vs. non-participating (“within-state”) SNFs in the same states, matched by propensity scores
- Clinical + Payment vs. national FFS Medicare SNFs (excluding Initiative states)
- Payment-Only vs. same national comparison group
Outcomes (O)
Quantitative (per resident-year):
- Utilisation:
- All-cause hospitalisations & potentially avoidable hospitalisations (PAHs)
- All-cause and potentially avoidable ED visits
- Medicare expenditures: total, hospitalisation-related, ED-related
- Quality measures (MDS-based): falls with injury, pressure ulcers, UTI, pain, ADL decline, antipsychotic use
Qualitative (implementation):
- Facilitators/barriers: staff retention & leadership stability; leadership & staff buy-in; provider engagement (visualised in the thematic coding of interview data)
Key Findings
- Clinical-Only intervention (Phase 1) was associated with significant reductions in all-cause hospitalisations (–2.6 pp; –9.5 %), PAHs (–2.0 pp; –17.0 %), ED visits, and related expenditures.
- Adding payment incentives (Clinical + Payment) did not yield further reductions; trends were neutral or unfavourably increased.
- Payment-Only homes saw no consistent improvements in utilisation or costs.
- Implementation success depended on stable leadership, ongoing NP/RN presence, and engaged physicians for on-site treatment and billing.
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