In the context of hospital-based arrangements, full-time equivalent (FTE) is rarely a single, uniform measure. Human resources, finance, operations, compliance, and valuation teams often define FTE differently because each is solving a different problem. Human resources departments may focus on employment status and benefits eligibility, finance teams may focus on budgeted costs based on FTE status, and operations teams may focus on shift coverage and ensuring minimum staffing grids. In many organizations, enterprise-wide policies or employment and compensation plans further define FTE status for internal administrative purposes, and these definitions may not align with how the term is used for valuation or compliance purposes. When considering issues of valuation, commercial reasonableness, and regulatory compliance, valuation and compliance teams must look beyond these internal classifications to evaluate the time and services actually being provided and compensated.

When a valuation firm is engaged to assess fair market value, discrepancies in how an FTE is defined or interpreted can influence nearly every core assumption within the valuation. FTE misalignment across employment status, clinical obligations, productivity metrics, administrative services obligations, and on-call coverage is one of the most common drivers behind distorted subsidy projections and flawed cost conclusions.

The FTE debate is especially important in hospital-based specialties such as emergency medicine, anesthesia, radiology, hospitalist medicine, critical care/intensivist medicine, and certain sub-specialty hospitalist arrangements (i.e., orthopedic hospitalist, as one example). While these arrangements frequently provide for the exclusive clinical coverage of a hospital’s service line, they may also provide medical direction, administrative leadership, on-call coverage responsibilities, teaching, and quality initiatives.

Why FTE Is the Hidden Variable in Healthcare Valuation

While an FTE calculation is often treated as a simple input based on a healthcare group’s representation of a physician’s FTE status, a deeper dive is often warranted. A physician may be expected to staff a minimum number of clinical shifts, provide a minimum number of 24-hour on-call coverage shifts, participate in hospital committees, supervise advanced practice providers, serve as a medical director, meet quality metrics, and/or assist with throughput initiatives. Each of these duties consumes time, but not all of them produce work relative value units (wRVUs), which means they are not always reflected in measures of a physician’s productivity or, in turn, their compensation. These distinctions have become increasingly important as compensation models have become more complex. While benchmark data remains essential, it doesn’t always align with the underlying services being valued.

Where FTE Misalignment Distorts FMV

Compensation Benchmarking Distortion

A common misstep in the valuation process is comparing total compensation to “compensation per FTE” benchmark data without considering what is reflected within the underlying benchmark data. Is a physician appropriately characterized as a 1.0 FTE in the context solely of his or her clinical services obligations or a 1.0 FTE in the aggregate with a portion of their time carved out for certain pre-defined non-clinical obligations? For example, if a 1.0 FTE physician’s obligations in total are split as 0.8 FTE clinical and 0.2 FTE administrative, the valuation must normalize the benchmark data when analyzing the arrangement to account for such considerations.

Table 1: Same Compensation, Different Impact

Metric	Scenario A: 1.0 FTE Clinical Services	Scenario B: 0.8 FTE Clinical Services	Impact
Total compensation	$500,000	$500,000	No change
FTE	1.0	0.8	Clinical effort
Compensation per 1.0 FTE	$500,000	$625,000	25% increase

 

Takeaway	Scenario B is not inherently outside of FMV but rather requires a different analytical approach to consider whether $500,000 for 0.8 FTE clinical services is consistent with FMV based on facts and circumstances.

 

Productivity and Compensation per wRVU Considerations

While many physicians provide administrative services above and beyond their 1.0 FTE clinical services obligations, there are numerous arrangements whereby a physician is a 1.0 FTE in aggregate, with the respective FTE obligations split between clinical obligations and administrative obligations, as previously shown in Table 1. In such instances, if wRVUs are benchmarked without normalizing for actual clinical FTE obligations, a physician with legitimate non-billable duties may appear inefficient even when the clinical work performed is aligned with market expectations. Productivity metrics are the primary mechanism to measure a physician’s clinical production; however, the comparison must match the role and must be analyzed appropriately.

Table 2: Productivity Normalization

Item	Unadjusted View	Normalized View
Total FTE	1.0 FTE	1.0 FTE
FTE Administrative	Not carved out	0.25 FTE
FTE Clinical	1.0 FTE assumption	0.75 FTE
Annual wRVUs	5,250 wRVUs	5,250 wRVUs
Calculated wRVUs per 1.0 FTE Clinical	5,250 wRVUs	7,000 wRVUs
Interpretation	May appear underproductive or inefficient	Clinically aligned based on attributed mix of obligations

 

Takeaway	Normalization can materially change the narrative. What initially appears to be low productivity may instead be a role-design issue.

 

Financial Support Arrangements Considerations (e.g., Subsidies and Collection Guarantees)

Hospital-based specialties often require coverage beyond what patient volume or required hours of coverage alone would otherwise support. Emergency departments, hospitalist programs, radiology programs, and rural or low-volume service lines may require minimum staffing levels to satisfy access, patient safety, or regulatory requirements. In these circumstances, how FTEs are defined and calculated is often driven by either the volume associated with the service line (i.e., radiology) or the required level of coverage (i.e., hospitalist medicine).

For example, in the valuation of a hospital-based radiology arrangement, relying solely on hours of coverage to determine FTEs required carries some inherent flaws. Radiology providers often furnish interpretation services remotely and may support multiple facilities during the same coverage period. As a result, calculating FTEs based only on scheduled coverage hours may produce an FTE estimate that differs materially from the level of actual physician effort required in order to safely and effectively manage the radiology service line at a specific facility.

In this context, a more defensible approach is to evaluate the total wRVU production and/or the volume of cases for the specific service the facility has historically experienced and ascertain whether any material changes are expected on a go-forward basis. Production levels should then be compared to specialty-specific national benchmark data on a per FTE basis from reputable survey sources. This analysis is particularly important when an arrangement requires multiple subspecialties, such as diagnostic radiology and interventional radiology, as the applicable productivity and/or volume benchmark data reports may differ significantly based on the specific sub-specialty of the relevant providers.

Table 3 – Normalizing FTEs based on wRVU production

wRVU Production Staffing Analysis
	25th P	Median	75th P	90th P
Total Diagnostic Radiology wRVUs	211,574	211,574	211,574	211,574
Benchmark wRVUs per Diagnostic Radiologist	8,105	10,591	13,149	15,652
Indicated FTE Physicians at Productivity Benchmark	26.1	20.0	16.1	13.5
	25th P	Median	75th P	90th P
Total Interventional Radiology wRVUs	33,856	33,856	33,856	33,856
Benchmark wRVUs per Interventional Radiologist	4,727	6,915	9,764	12,114
Indicated FTE Physicians at Productivity Benchmark	7.2	4.9	3.5	2.8
wRVU Based FTEs Comparison to Proposed FTEs
	Diagnostic Radiologists	Interventional Radiologist
Contractor’s Proposed FTE Count	14.0	4.0
wRVU Based FTE Count	From 13.5 to 26.1	From 2.8 to 7.2

 

Takeaway	Specialties associated with production or benchmark values that are volume-driven require a deeper dive into FTE requirements based on production rather than hours of coverage to ascertain the hypothetical number of FTEs needed in a financial support arrangement. This approach allows valuators to directionally align compensation with levels of production based on benchmark percentile norms.

 

Alternatively, certain hospital-based specialties require a different analytical approach. For example, emergency medicine and hospital medicine arrangements are often driven by minimum staffing requirements necessary to support access, patient safety, regulatory compliance, and continuous, uninterrupted service line operations. Accordingly, even in circumstances where patient encounter volume or wRVU production may be relatively low, the service line may still require a baseline level of provider staffing to ensure uninhibited patient access, operational efficiency, and compliance with applicable laws and accreditation standards.

When valuing these types of arrangements, the analysis should consider not only the minimum required hours of coverage but also relevant operational metrics and requirements that inform staffing needs and service line reasonableness. For emergency medicine arrangements, by way of example, such metrics may include encounter volume and throughput expectations; for hospital medicine arrangements, relevant considerations may include annual encounters, average daily census, average length of stay, and day-versus-night coverage requirements.

Annual Hours Worked by FTEs Distortions

A common source of distortion in fair market value analyses arises from the way private practice healthcare groups define FTEs when entering into hospital-based arrangements with health systems. While some healthcare organizations apply the traditional 2,080 annual hours standard, many shift-based arrangements define a full-time equivalent using annual hour thresholds ranging from as low as 1,600 annual hours per 1.0 FTE physician to as high as 2,184 annual hours per 1.0 FTE physician.

This lack of uniformity in the FTE definition can create meaningful valuation risk when developing a cost build-up for the required services. An overstatement of the FTEs necessary to provide the required coverage can artificially inflate the indicated fair market value range.

When a hospital engages a valuation firm to assess fair market value for a hospital-based arrangement, the analysis should begin with a clear definition of the required annual hours of coverage. Once those hours are established, an analysis of required hours of coverage should be performed as a first step, with those hours then delineated by specific provider type (i.e., physicians, advanced practice providers, certified registered nurse anesthetists, etc.) as well as coverage type (i.e., on-site coverage obligations vs. remote, on-call coverage obligations). Initial indications should then be compared to relevant national benchmarks by provider type for the applicable specialty.

Table 4 – Commonly Used Hours per Year by Specialty

Note: These commonly used hours per year by specialty can change year over year.

As shown above in Table 4, taking the specialty-specific worked hours benchmark from survey data and dividing a group’s actual or contracted worked hours by that benchmark figure yields far more accurate results than simply relying on a standard 2,080 annual worked hours per FTE figure. By way of example, as detailed below in Table 5, valuing an emergency medicine arrangement that requires 10,000 annual on-site worked hours yields vastly different results based on the benchmark annual hours value utilized:

Table 5 – Annual Hours FTE Calculations

Emergency Medicine Physician On-Site Hours
	Benchmark Hours per 1.0 FTE		Default Hours per 1.0 FTE
Required Annuals Hours of On-Site Coverage	40,000		40,000
Annuals Hours per 1.0 FTE	1,728	vs.	2,080
Indicated FTE Physicians	23.1		19.2

 

Commercial Reasonableness and Regulatory Defensibility

While the above FTE considerations should be contemplated by the valuation and operations teams when ensuring an arrangement is consistent with fair market value, FTE considerations also impact the assessments of the commercial reasonableness of an arrangement.

Under the Stark Law, compensation must be set in advance, consistent with FMV, and not determined in a manner that takes into account the volume or value of referrals. A flawed interpretation or misalignment in the definitions of an FTE can easily undermine a thoughtful analysis of the “set in advance” and FMV requirements. Additionally, the Anti-Kickback Statute may come into play as an inflated FTE necessarily inflates payment in a way that can be interpreted as remuneration to induce referrals. Commercial reasonableness is a separate requirement from FMV; an arrangement can be consistent with FMV yet still fail to meet a standard of “commercial reasonableness.” To avoid these regulatory pitfalls, it is essential to utilize consistent FTE definitions supported by standardized annual hours of coverage by specialty, coupled with a robust, multi-dimensional analysis that considers FTEs and FTE requirements on more than one axis.

Conclusion

In hospital-based physician arrangements, misaligned FTE definitions can distort compensation benchmarking, productivity analyses, financial support calculations, and commercial reasonableness conclusions. Compensation may remain constant while apparent percentile standing, compensation per wRVU, and financial support conclusions are subject to shift dramatically based solely on the FTE figure selected. As such, determination of required FTEs — based on a thoughtful assessment of how such FTE is defined or normalized in the specific context of the subject arrangement and analysis — should be treated as a determination to be reasoned through and documented, and not simply a number to be accepted at face value. The challenge is not that the math behind calculating FTEs is difficult, but rather that a single number can have varying definitions and ways of being computed.

 

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References

1. AMGA Consulting. Medical Group Compensation and Productivity Survey. AMGA.
2. AMGA. 2025 AMGA Medical Group Compensation and Productivity Survey Report. AMGA Solutions Library.
3. AMGA. New AMGA Survey Notes Significant Gains in Physician Compensation. June 2025.
4. MGMA. MGMA DataDive Provider Compensation Data. Medical Group Management Association.
5. Centers for Medicare & Medicaid Services. Physician Self-Referral. CMS. https://www.cms.gov/medicare/regulations-guidance/physician-self-referral
6. Legal Information Institute, Cornell Law School. 42 C.F.R. § 411.351 — Definitions. https://www.law.cornell.edu/cfr/text/42/411.351
7. AMGA. Benchmarking Surveys.
8. AMGA. 2025 AMGA Medical Group Compensation and Productivity Survey Instructions and Data Definitions.
9. AMGA. 2026 AMGA Medical Group Compensation and Productivity Survey Instructions and Data Definitions.

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