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Understand healthcare operations, financial performance and customer demand using data appropriate to your organization. Work with dashboards and an AI analyst on reports tailored to your sites, services or healthcare products.
Compare aggregate prescription volume, inventory aging, and operating margin from pharmacy exports. Work through a branch example, a cost change, and the checks that keep the operating review consistent.
Oct 25, 20266 min readPredictive analytics in healthcare supply chain needs validation against actual medical supply usage and inventory exposure. Compare forecast errors by item and facility, then examine shortages and expiration without hiding local exceptions.
Oct 23, 20266 min readA healthcare dashboard compares facility utilization, staffed capacity, and service volumes with operating targets. Build the measures from daily business exports, check the denominators, and assign each exception to an owner.
Oct 21, 20266 min readHealthcare working capital shows how current assets and liabilities support day-to-day operations. Compare receivable aging, supply inventory and supplier payables across provider units, then reconcile the movement to cash.
Oct 21, 20266 min readA behavioral health operations dashboard compares available appointments, completed visits, cancellations, and revenue by clinic. Work an aggregate US example with explicit denominators, revenue checks, and a variation in realized revenue per visit.
Oct 19, 20266 min readMedical practice KPIs show how appointment capacity becomes completed visits, collected cash, and operating cost. Work through aggregate practice exports, compare two locations, and check that every denominator and total agrees.
Oct 18, 20266 min readCompare administrative spending, completed work and turnaround using department-level operating totals. Calculate unit costs and productivity, test backlog movements and avoid misleading comparisons between unlike tasks.
Oct 17, 20265 min readCost per lead for dentists connects campaign spending with qualified inquiries. Compare dental marketing sources using consistent lead definitions, then check booking and attendance before deciding where to spend.
Oct 15, 20266 min readHealthcare spend analytics compares purchasing by facility, supplier, and category while preserving an accounts payable control total. Work through a facility comparison, a scope bridge, and the checks that keep purchasing changes separate from clinical or billing conclusions.
Oct 14, 20266 min readOperational analytics in healthcare compares nonclinical facility capacity, completed work and operating cost by month. A worked linen-services example shows the utilization, unit-cost and backlog checks behind a useful business review.
Oct 13, 20265 min readHealthcare financial modeling connects service volume, realized revenue and staffing costs. Build a monthly operating workbook, compare a volume and rate scenario, and reconcile the results to your finance exports.
Oct 11, 20265 min readPatient access analytics compares appointment lead times, available slots and attendance from aggregate scheduling reports. Define the appointment and referral cohorts, work the measures, and reconcile the denominators before acting.
Oct 8, 20266 min readBuild a healthcare operating dashboard from aggregate site reports. Use a reusable Excel layout to compare service volume, staffing costs and budget variances, then reconcile every total.
Oct 5, 20265 min readMeasure healthcare marketing ROI from de-identified service-line collections, delivery costs and campaign spending. Work through the spreadsheet formulas, collection-window choices and checks that keep payer mix and delayed billing visible.
Oct 4, 20265 min readUpdate healthcare operating forecasts with department volumes, net revenue assumptions and staffing costs. A worked comparison of forecast versions separates volume, reimbursement yield, labor intensity and hourly cost changes.
Oct 3, 20266 min readHealthcare financial analysis connects service-line contribution, labor costs and liquidity. Build a monthly review from deidentified finance exports, calculate margins in Excel and reconcile the movement in cash.
Sep 28, 20265 min readBusiness intelligence in healthcare compares aggregate operating costs and activity across facilities. Work a facility example, reconcile the source totals, and separate cost changes from changes in activity.
Sep 27, 20265 min readCompare healthcare reporting approaches using aggregate facility costs, completed activity and approved control totals. Work through an evaluation case that tests unit costs, budget differences and reconciliation before choosing a tool.
Sep 27, 20265 min readHealthcare workforce analytics compares department staffing, overtime, vacancies and labor cost with budget. Work through an aggregate staffing export, reconcile the totals and identify the questions each business owner needs to answer.
Sep 27, 20265 min readHealthcare supply chain analytics compares medical supply usage, availability, expiration losses, and supplier service by facility. Work through a reconciled inventory example and see which records explain each exception.
Sep 22, 20265 min readPost-acute care analytics compares facility service volume, operating cost and length of stay from business exports. This worked example separates completed stays from calendar-period activity and shows the reconciliations needed for a useful facility review.
Sep 18, 20265 min readCompare aggregate service-volume forecasts with department actuals, staffed capacity and supply budgets. Work through a department example with Excel formulas and checks that keep the totals honest.
Sep 11, 20265 min readBuild a clinic operating workbook from aggregated visits, net revenue, staffing costs and collections. Work through the profit and cash schedules, then test a change in collection timing.
Sep 9, 20265 min readContribution margin in healthcare measures net service revenue less explicitly defined variable costs. Work through a service-line example, reconcile the result to operating income, and distinguish short-term contribution from full financial performance.
Sep 6, 20266 min readDental marketing ROI compares campaign expense with contribution from acquired-patient cohorts. Follow inquiries through attended visits, separate collected revenue from treatment acceptance, and reconcile care costs and marketing costs before comparing returns.
Sep 3, 20265 min readMedical practice analytics connects appointment capacity with revenue and operating costs. Compare locations from aggregate exports, reconcile the figures, and assign the next business action.
Sep 3, 20266 min readHealthcare cost analysis compares departmental labor, supplies and overhead with the service volume delivered. Use a flexible budget to separate the cost of higher activity from changes in rates, resource use and fixed expenses.
Sep 1, 20265 min readHow healthcare suppliers should choose analytics software: start from the questions, check the data you hold, ask vendors ten questions, avoid the traps.
Aug 31, 20264 min readThe complete tier gap and utilization calculation on three health system agreements, small enough to check by hand: each agreement's tier thresholds and the tier the customer is priced on, the trailing year's volume from the invoice lines, the tier that volume earns, the price difference per unit between the two tiers times the volume, contracted categories against categories actually bought, the agreement inside its renegotiation window with no activity, and the identity that revenue under agreements plus off-agreement equals the ledger, so a reader can reproduce every figure and then run it on their own agreement register.
Aug 24, 20263 min readThe ten sales KPIs a medical supplies or healthcare products company should run on, each with its formula, the export it comes from and what it tells you: contract compliance per facility, product depth per facility against the system norm, invoiced against contracted price, tier earned against tier priced, agreement expiry coverage, facility mapping completeness, standardization opportunities, facility coverage at cadence, backorder and substitution impact, and system concentration. Also the three measures most suppliers miss, the figures to drop, the identities, and who owns what.
Aug 23, 20264 min readHospital financial ratios connect facility operating results, available cash and debt service. Compare two facilities using consistent definitions, worked figures and checks back to prepared finance schedules.
Aug 15, 20266 min readCompare medical-device margins, inventory efficiency and customer payment speed by product group. A worked US example shows the source rows, denominator choices and checks before a finance review.
Aug 5, 20266 min readHome health care KPIs compare completed visits, paid staff time, and cost per visit. This worked agency example shows the aggregate exports, denominator choices, and reconciliation checks an operations manager needs.
Jul 31, 20266 min readThe ten questions a vice president of sales at a medical device or supplies company puts to the account and contract teams, which systems are on contract and off compliance, which facilities buy three brands where their sisters buy one, which ship-tos are not mapped to a facility, which invoices are off the contracted price in either direction, which agreements expire with no review, what is product depth per facility against the norm, which reps cover their facilities, which systems' tier earned exceeds their tier on, what is the GPO mix of revenue, and what changed, each with the table from the order lines, the facility masters and the agreement register, and the answer to send back.
Jul 31, 20263 min readHow a medical supplies company finds the health systems and facilities buying the same clinical category from several suppliers, from its own invoice lines and the category's known competitors: brand count per category per facility, the supplier's share within the category, the systems where sister facilities have standardized and this one has not, the value of standardizing at the system's own rate, and the clinical and contract conversation that follows.
Jul 27, 20262 min readA healthcare facility cost-benefit analysis compares incremental investment costs with measurable operating cash benefits. Build a workbook from quotes, spending records and utilization assumptions, then test the result before approving the project.
Jul 9, 20266 min readHow a medical supplies company checks that what it invoiced each facility matches the price on the contract that facility is entitled to, from the invoice lines and the contract price files: overbilling that becomes a credit and a relationship problem, underbilling that is margin given away, the tier assignment errors that cause both, and the identity that ties the check to the ledger.
Jul 8, 20263 min readHow a medical device, supplies or services company builds one view per hospital from distributor tracings, GPO reports and direct sales: product lines bought against the facility's profile, contracts signed but unused, territory coverage per manager, and the reconciliation to traced and invoiced sales.
Jul 3, 20263 min readHow a medical device or supplies company rolls hundreds of ship-to addresses up to facilities and facilities up to health systems, the identifiers that make it repeatable, the assertion that catches a hospital under two systems, and why GPO compliance and product depth are wrong until this is done.
Jun 30, 20263 min readCompare aggregate patient survey scores and response rates by location. A worked example shows how changing response mix can move a network score even when location scores stay unchanged.
Jun 28, 20265 min readHealthcare KPIs connect appointment access, capacity use, service experience, and operating cost. Compare two US facilities with worked aggregate totals, then change one input to see which results move.
Jun 26, 20266 min readMedicare Advantage analytics compares aggregate cost and utilization summaries on a consistent enrollment base. Work through PMPM, service rates and an exact cost bridge before assigning a financial follow-up.
Jun 24, 20265 min readHow a medical supplies company builds a contract expiry calendar from its agreement register: GPO and system agreements by end date, the revenue and facilities under each, the agreement's utilization, contracted categories actually bought, the tier the customer earned against the tier it is on, the agreements inside the renegotiation window with no activity logged, and the identity that revenue under agreements plus off-agreement revenue equals the ledger.
Jun 21, 20262 min readCompare healthcare service demand, repeat visits and survey results from approved aggregate exports. This workflow keeps the reporting populations and observation windows explicit, with spreadsheet formulas and reconciliation checks.
Jun 20, 20265 min readHealthcare marketing analytics connects campaign inquiries with booked appointments and completed visits. Use de-identified aggregate exports, consistent observation windows, spreadsheet formulas, and checks that reconcile each stage.
Jun 14, 20265 min readHealthcare analytics for your business.
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