What's the real cost of staying manual?

LCME accreditation encompasses 12 standards divided into 93 elements. Approximately 12 standards require ongoing quantitative data collection (ED-2 through ED-11, MS-8, MS-31) versus policy-only documentation.

FSU's College of Medicine described their LCME self-study as an '18-month' process involving multiple subcommittees per standard. Published estimates place direct staff effort at 40-80 hours per data-intensive standard per accreditation cycle.

When competency maps, evaluation completion rates, and duty-hour logs are already in a structured system, the assembly work shifts from 'rebuilding from scratch' to 'reviewing and verifying', eliminating the manual spreadsheet-to-report pipeline.

$50/hr represents the blended loaded cost for accreditation coordinators, assessment directors, and data analysts. The AAMC Faculty Salary Report benchmarks academic medicine compensation annually.

The 2018 AAMC Analysis in Brief documented growing competition for clinical training sites among 151+ accredited schools, with concerns about site availability rising year over year. Schools typically manage 50-200 affiliated sites.

Per-site administrative burden includes affiliation agreement negotiation and renewal, LCME-required capacity documentation, preceptor credentialing, and site visit coordination. At ~1.5 hrs/month per active site, this totals 18 hrs/year.

The AAMC endorsed its Uniform Clinical Training Affiliation Agreement specifically to 'reduce the need to negotiate and re-negotiate agreements'. Digital workflows extend this principle to all site management tasks.

$40/hr reflects loaded cost for clinical placement coordinators, typically lower on the pay scale than faculty. AAMC staff compensation survey data positions coordinator salaries in the $38K-$62K base range.

AAMC 2024 FACTS data shows 98,766 total enrollment across 157 accredited U.S. MD-granting schools, approximately 628 students per school, with ~300 in clinical years (M3/M4) at any given time.

LCME Element 6.3 requires clerkships in internal medicine, surgery, pediatrics, OB/GYN, psychiatry, and family medicine (6 required), plus 3-5 elective rotations in the M4 year = 10 rotations/student/year.

Research by Cire, Diamant & Yunes modeled clinical rotation scheduling as a network optimization problem, documenting that manual placement requires iterative capacity checks, conflict resolution, and confirmation steps per student.

Automated scheduling platforms use constraint-satisfaction algorithms to resolve the combinatorial complexity that makes manual scheduling intractable. Published implementations report 50-80% staff time reduction.

AAMC FACTS 2024: 98,766 total enrollment ÷ 157 schools ≈ 629 students/school. Rounded to 600 as a conservative default for mid-size schools.

LCME Elements 9.1-9.4 require formative and summative assessments: mid-clerkship feedback (6), end-of-clerkship (6), OSCE (2), course evaluations (2), peer evals (2) = 18/student/year minimum.

Baylor College of Medicine's 2023 QI study found 59% of faculty had incomplete evaluations at baseline. After interventions including automated reminders and program director escalation, rates improved. 35% represents post-initial-improvement baseline.

Each follow-up cycle: automated reminder (1 min) + manual check (2 min) + direct message (3 min) + escalation to director (5 min) + documentation (2 min) ≈ 13 min × $45/hr loaded rate ≈ $10-$18 per chase.

A standard 4-year MD curriculum includes ~20-25 preclinical courses, 6-8 required clerkships, and 7-10 integrated/elective blocks. The AAMC Curriculum Inventory captures this structure across 155+ schools.

Annual tasks include: learning objective review and update, competency framework tagging (ACGME/AAMC), gap analysis across the curriculum, and committee report generation, averaging 10-15 hrs/course/year.

Live curriculum mapping systems eliminate the annual 'rebuild the spreadsheet' cycle. Automated gap analysis flags missing competencies in real time rather than during manual annual review.

Blended rate reflecting course director time (faculty, $80-120/hr loaded) and curriculum staff ($35-50/hr loaded). Faculty involvement drives the weighted average to ~$65/hr.

Schools with ~600 students typically employ 6-12 admin/coordinator FTEs across the Dean's office, Office of Assessment, clerkship coordination, and student affairs, not including faculty or IT staff.

40% is a conservative estimate. Academic medical centers frequently report that coordinators often spend a large share of their time on spreadsheet maintenance, email-based approval workflows, and re-entering data across disconnected systems.

Not all administrative work is automatable: relationship management, professional judgment, committee participation, and mentoring remain. 60% captures the data entry, reconciliation, and reporting tasks that platforms can absorb.

$65K loaded salary aligns with AAMC compensation benchmarks: administrative coordinator base salaries range $45K-$75K, with ~30% overhead for benefits, FICA, and institutional costs.