Start with the decision and the governing documents
Before assembling numbers, state the decision the partners need to make. They may be reviewing the whole compensation formula, evaluating a proposed change to call credit, setting compensation for a new service line, or resolving whether administrative work belongs in the clinical pool. Each question calls for a different comparison. A review of call allocation should not quietly become a referendum on every partner's total income. Write down the question, the period being analyzed, who is covered, and the decision date in the working plan.
Read the partnership agreement, employment agreements, compensation policy, shareholder documents, facility contracts, and any written side arrangements together. Note which terms are mandatory and which the partners can revise by ordinary vote. Extract provisions about ownership distributions, guaranteed payments, capital accounts, leave, disability, retirement, termination, call, leadership duties, and new partner admission. If the documents use inconsistent definitions, such as "full-time" or "net collections," flag the conflict for counsel and the group's tax adviser before building a model around one interpretation. The model should implement adopted terms, not create new legal rights by implication.
Keep three economic questions distinct: what the group pays for clinical work, how it compensates recurring administrative duties, and how owners share profit and capital risk. The analysis should show each amount separately, even if the current plan combines them. That lets partners see whether a payment reflects labor, ownership, or both. Some practices intentionally blend these elements, but the analysis should identify the blend. Separating them on paper makes it easier to see whether a partner's total payment reflects labor, ownership, or both.
Establish a reliable economic baseline
Choose a complete, closed accounting period and reconcile the core records before debating individual shares. Gather the general ledger, payroll register, partner draws, accounts receivable reports, bank reconciliations, billing data, payer remittances, facility stipends, and expense allocations. Compare the practice management system's collections totals with deposits and the accounting records. Differences can arise from posting lags, refunds, recoupments, unapplied cash, or timing differences. Keep a reconciliation schedule that identifies each difference and its treatment instead of silently forcing totals to agree.
Define the compensation pool in plain language. A common starting point is cash receipts attributable to covered services, less refunds, contractual adjustments already reflected in cash, operating expenses, benefits, payroll taxes, debt service obligations required by policy, and a stated reserve. The precise waterfall varies. State whether the pool includes facility stipends, medical direction payments, call stipends, administrative fees, ancillary income, and income from separately owned entities. Avoid counting revenue in both the group pool and a partner's individual production credit. Where income is earned by an entity separate from the medical practice, track it separately and apply the relevant agreements.
Normalize unusual items carefully. A one-time recruiting fee, litigation cost, equipment purchase, disaster interruption, or owner-funded expense may distort a period, but the group should quantify it and use the same approval rule each time. Do not remove an expense merely because partners dislike its effect on distributions. Show reported results alongside any adjusted view, and explain whether the item is cash, noncash, recurring, or discretionary. If a group makes a reserve for taxes, working capital, or payer delays, disclose the reserve method and its effect on cash available for compensation.
Choose activity units that match how work is documented. A scheduled shift, coverage hour, call block, post-call relief period, or personally performed case may each capture different parts of anesthesiology work. Name the source system and set a cutoff date. Document how partners request corrections. For example, one calendar shift may contain different start times, relief periods, and case intensity. A half-day label cannot be assumed to represent equal time unless scheduling rules support that assumption. Preserve the source detail behind summarized reports so partners can trace credited work to schedules and payroll records.
Build an accurate picture of each partner's work
Create a data dictionary before calculating partner-level totals. For each field, specify what it measures, its source, its owner, and its limitations. Useful fields can include scheduled clinical hours, worked hours, rooms or locations covered, call assignments, overnight work, weekends, holidays, late relief, administrative hours, leadership assignments, as well as leave and collected professional revenue where attribution is reliable. In anesthesia settings, group coverage responsibilities and team supervision can make individual case counts misleading. The purpose of a metric is to represent a defined contribution, not to imply that every valuable task leaves the same billing trace.
Reconcile scheduled and actual work. The schedule identifies planned assignments; payroll, time records, and approved adjustments can establish what was worked. Decide how to treat trades, emergency extensions, late cases, relief, education time, recruiting interviews, and cancelled assignments. A partner who swaps into a holiday call block should receive credit based on the documented swap, not both the original assignment and the substitute assignment. Corrections should include a reason, date, as well as submitter and approval, with a deadline that allows payroll and partner statements to close reliably.
Separate clinical availability from realized production. One partner may cover a facility with a high volume of short cases while another provides coverage at a site with unpredictable starts, long cases, or substantial standby demands. Collections depend on payer mix, billing rules, documentation, coding, as well as denials and facility arrangements in addition to physician effort. If the group uses collections as a measure, define attribution rules for shared cases, medical direction, team arrangements, late charges, and adjustments. Report collections as an economic outcome, but do not present it as a pure measure of personal effort unless the underlying workflow genuinely supports that conclusion.
Give nonclinical work a recorded value. Identify recurring functions such as managing schedules, negotiating facility coverage, supervising revenue cycle, onboarding physicians, leading compliance processes, recruiting, or serving on a board. For each function, state the deliverable and expected workload. Set a term and payment method. A fixed stipend may be easier to administer than a subjective annual rating. If leadership pay is based on hours, document time and a reasonable cap. If it is a defined role stipend, review whether the role was actually performed and whether responsibilities changed. This prevents invisible work from being rewarded inconsistently through informal favors.
Choose a compensation architecture partners can understand
Most workable plans combine several components instead of forcing every contribution into one metric. A base component can recognize an agreed level of availability or full-time commitment. A variable clinical component can reward additional shifts, hours, call burden, or other documented work. A separate leadership component can pay for specified administrative responsibilities. An ownership distribution can then allocate residual profit under the partnership agreement. The plan need not use all four components, but each dollar should have a clear reason and a defined calculation.
When setting a base component, define eligibility and proration. Specify whether a partner qualifies by status, scheduled FTE, minimum availability, or another objective rule. Explain how approved leave, partial-year service, reduced schedules, and a transition into or out of ownership affect the base. Do not rely on the phrase "full-time equivalent" without a written denominator. If the annual expectation is measured in shifts, define shift length and any conversion between shift types. For hourly models, define which periods count and how breaks, call availability, and post-call relief are treated.
For variable pay, use marginal rates or points only after testing their behavior. A point schedule can assign more weight to overnight call, weekend coverage, holidays, or extended shifts. Publish the weights and show a sample calculation. Avoid a formula that pays the same premium for both accepting a difficult assignment and for receiving a lighter assignment that happens to carry the same label. If call is compensated by a flat amount, explain whether it includes work performed during call or only availability, then prevent duplicate credit in the clinical component.
Use guardrails to preserve group capacity. A compensation formula may allocate a percentage of collections or a fixed amount per shift, yet total payouts cannot exceed sustainable cash after operating needs and agreed reserves. Decide in advance how a shortfall affects variable compensation, ownership distributions, or both. Set the ordering of payments, timing of true-ups, and treatment of overpayments. A holdback may smooth cash flow, but its release formula should be visible and consistent. Avoid ad hoc reductions to one partner's earned compensation to solve a general cash problem unless governing documents and policy expressly allow that result.
Test fairness, as well as affordability and edge cases
Run the proposed method on actual historical data before adopting it. Compare each partner's proposed compensation with current compensation, scheduled work, actual work, call burden, leadership duties, as well as leave and ownership percentage. Present both dollars and rates, such as compensation per credited shift or per clinical hour, where those measures are meaningful. Look for large changes and explain their drivers. A change can be defensible while still requiring a transition period; the analysis should show who gains, who loses, and whether those effects result from new weights, corrected data, or a shift in workload.
Test more than the average month. Model high and low case volume, delayed collections, a partner vacancy, a temporary facility loss, substantial leave, a new partner joining mid-period, and an unusually large call burden. Check whether the formula rewards an unintended behavior, such as avoiding less desirable assignments, maximizing billable units at the expense of shared coverage, or withholding schedule help. A plan is easier to trust when partners can see its operation during a difficult quarter as well as a strong one.
Use a worked illustration with clearly stated assumptions. Suppose a hypothetical four-partner group has $4,800,000 in cash receipts for a closed period, $3,500,000 in operating costs, and a $200,000 reserve under its written policy. The illustrative amount available for partner compensation and distributions is $1,100,000. Assume $160,000 is assigned to defined leadership roles, leaving $940,000 for clinical compensation and ownership return. The group chooses an illustrative clinical pool of $760,000 and leaves $180,000 as residual profit for equal ownership distributions. These figures are illustrative only and are not market benchmarks.
Under the illustrative clinical formula, each partner receives a base credit of $100,000 for a full-year commitment, adjusted for documented FTE, and shares $360,000 according to weighted clinical units. The $760,000 clinical pool consists of $400,000 in base credits plus $360,000 in variable credits. Partner A has 1,100 weighted units, B has 1,000, C has 900, and D has 1,000, for 4,000 units total. Their variable shares are $99,000, $90,000, $81,000, and $90,000. Each receives $100,000 base, so the clinical totals are $199,000, $190,000, $181,000, and $190,000. If A also has $60,000 in approved leadership stipends and each partner owns 25 percent, each gets $45,000 in residual distributions. Total illustrative compensation and distribution becomes A $304,000, B $235,000, C $226,000, and D $235,000. The $60,000 leadership allocation is drawn from the separate $160,000 leadership pool; the other $100,000 covers other documented roles or remains unallocated according to policy. The reconciliation matters: pools cannot be counted twice.
This example also exposes questions to resolve before adoption. Does the base compensate availability, or is it an advance against clinical earnings? Are weighted units tied to shifts or hours? Should the remaining leadership amount be paid, retained, or returned to the general pool? Equal ownership distributions may be appropriate under the agreement even when clinical work differs, but the group must not confuse that distribution with earned labor compensation. Show the effect of alternate assumptions side by side so partners can debate the structure instead of arguing from isolated totals.
Govern the method and avoid common mistakes
Assign data ownership and review responsibilities. A practice administrator may compile schedules and payroll; the finance lead may reconcile receipts, as well as costs and reserves; a compensation committee may review exceptions; and the partners may approve policy changes under the governing vote. Separate preparation from approval where practical. Provide each partner a private statement with their underlying credits and calculations, plus a group-level view that explains the pool. Set a correction window, require supporting records, and record how disputed entries are resolved. Give partners 10 business days to challenge a statement and require the reviewer to answer with the source record. That is more useful than a promise to "work it out" after a payment changes.
Document version, effective period, formulas, definitions, as well as examples and approval. Preserve a change log that explains the reason for each revision and its expected financial effect. Avoid retrospective changes after partners have performed the work unless the agreements explicitly permit them and the group has addressed reliance and tax consequences with its advisers. Before a plan takes effect, have qualified legal and tax professionals review the documents, classification, payment timing, and interaction with facility arrangements. This is a governance step, not a substitute for the partners understanding the economics themselves.
Common mistakes include treating collections as a direct proxy for effort, counting call availability and call work twice, ignoring administration performed outside the schedule, and giving equal shift credit to materially different commitments without a reasoned policy. Other errors include using stale or unreconciled data, making undocumented exceptions, comparing gross payments while ignoring ownership distributions, and changing several variables at once so nobody can identify what caused a result. A polished spreadsheet cannot repair ambiguous definitions or missing source records.
Another avoidable error is assuming that one metric creates fairness by itself. A shift count is easy to audit but may miss length and burden. Hours capture time but may overlook intensity and standby. Collections connect to revenue but reflect payer and facility factors. Relative value units can support analysis but may be poorly aligned with shared coverage. The right design usually makes a modest number of measures explicit, uses them for purposes they can support, and acknowledges what they leave out.
Action checklist
- State the specific compensation decision, covered partners, and analysis period.
- Read the governing documents and identify definitions, voting rules, and payment obligations.
- Reconcile receipts, expenses, reserves, partner draws, as well as payroll and source activity records.
- Define the pool, activity units, credit rules, exception process, and treatment of leave.
- Separate clinical pay, leadership stipends, and ownership distributions in the model.
- Apply the formula to 12 closed months, then model a vacancy and a delayed collection quarter.
- Share individual calculations and group economics, then resolve documented data corrections.
- Record the vote, start date, and annual review date. Have counsel and the tax adviser review the final documents.
Questions about your own practice? Contact richard@doctorsinvestorclub.com.
