HI410 Unit 8 Medical Necessity Review Example

Reviewed by Chester Goodwin, MBA Advanced Reimbursement Methodology Purdue University Global Free custom sample in 24 to 48h

This HI410 Unit 8 medical necessity review tests two composite encounters against the rules that govern them and reaches opposite findings. Purdue Global HI 410 asks BS in Health Information Management students to judge necessity from the record at the time of the decision, and the sample applies that standard twice. A 74-year-old woman admitted as an inpatient after fainting went home after one midnight, and the admitting note's "likely discharge if negative" records an expectation of a short stay, so the inpatient status fails. A 68-year-old man's vitamin D test was billed under fatigue, which the coverage policy excludes, yet the progress note documents stage 3b kidney disease as the reason. The review explains who can correct each gap, prices both consequences and names a preventive control for each.

CourseHI410 Advanced Reimbursement Methodology
UnitUnit 8
Paper typeMedical necessity review
LengthAbout 1,110 words, 7 pages double-spaced
FormatAPA 7 student paper
SchoolPurdue University Global
ProgramBS in Health Information Management
UpdatedOctober 2026

Free sample paper for HI410 Unit 8

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One Night After a Faint, One Lab Test Under the Wrong Diagnosis: A Unit 8 Medical Necessity Review That Tests Each Encounter Against the Rule That Governs It

[Student Name]

Purdue University Global

HI410: Advanced Reimbursement Methodology

Unit 8 Medical Necessity Review

[Instructor Name]

[Date]

Both encounters, the patients and the amounts are composite; the regulations and manuals cited are real.

What this part is doingA one-sentence standard at the top tells the grader which test every later finding will be held to.
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The Standard Used in This Review

Medical necessity is decided by what the record shows at the time of the decision, not by how the patient turned out. An admission is judged by what the admitting physician knew and expected when the order was written. A test is judged by the reason the ordering practitioner gave for it. Both encounters below are reviewed in the same four steps: the rule, the record, the finding and the consequence.

Encounter 1: A One-Night Inpatient Stay After Syncope

The rule. Medicare treats an inpatient order as reasonable when the physician who writes it anticipates hospital care lasting past a second midnight, and the record has to show what that anticipation rested on (42 C.F.R. § 412.3). An admission expected to last a shorter time can still be appropriate in limited cases, but the record must then explain why inpatient care was needed. The record. A composite 74-year-old woman fainted while standing in line at a pharmacy and arrived by ambulance at 16:40. The admission order, signed at 21:15, reads "admit to inpatient, telemetry, syncope." The admitting note records a normal first troponin, an electrocardiogram showing sinus rhythm with no acute changes, orthostatic vital signs that were mildly positive, and a plan: "telemetry overnight, echo in AM, likely discharge if negative." The echocardiogram the next morning was normal, telemetry showed no arrhythmia, and the patient went home at 15:30 the next day after one midnight. What the note contains: a clear assessment, a reasonable plan and a documented low-risk workup. What it lacks: any statement that the physician expected care across two midnights, and any risk factor, such as a high-risk electrocardiogram, a structural heart finding or an injury from the fall, that would explain why the stay needed to be inpatient rather than observation. The phrase "likely discharge if negative" points the other way: it records an expectation of a short stay. The admitting note does not fail because the patient went home quickly; it fails because it shows the physician expected her to. The finding. The inpatient admission is not supported. The workup itself was appropriate and necessary; the patient status was not. The consequence. Because the patient has already been discharged, the hospital cannot use the process that changes an inpatient order to outpatient before discharge, which works only before discharge and only with the physician's agreement. The hospital should therefore not bill the stay as an inpatient admission. It can bill the services that would have been payable had the patient been an outpatient, such as the telemetry monitoring and the echocardiogram, under the outpatient benefit, within the timely filing limit. The inpatient payment of about $5,180 is replaced by outpatient payments of about $2,240, both composite figures for this exercise.

What this part is doingSeparating the necessity of the care from the necessity of the inpatient status is the distinction most reviews blur, and it is the one the grader checks first.
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Encounter 2: An Outpatient Vitamin D Test

The rule. A diagnostic laboratory test must be ordered by the practitioner who is treating the patient and who uses the result in the patient's care (42 C.F.R. § 410.32). Where a local coverage determination lists the conditions for which a test is covered, the claim must carry a diagnosis the policy accepts, and the review contractor will deny the line otherwise (Centers for Medicare & Medicaid Services [CMS], 2024b). When a provider expects that a test may not be covered, the patient must receive an advance beneficiary notice before the test if the provider wants to bill the patient for it. The record. A composite 68-year-old man saw his primary care physician for a follow-up visit. The lab requisition for a 25-hydroxy vitamin D level lists one diagnosis, fatigue. The local coverage policy in the supplied packet covers the test for conditions including chronic kidney disease, malabsorption, osteoporosis and long-term use of certain anticonvulsants, and it lists fatigue alone as not covered. No advance beneficiary notice was signed. The progress note for the same visit, however, records "CKD stage 3b, eGFR 38, check vitamin D and PTH given CKD-mineral bone disorder risk." The finding. Medical necessity existed and was documented. The test was ordered for a covered reason, and the treating physician wrote that reason in the progress note on the day of the order. The gap is in the order form, which carried the wrong diagnosis. The consequence. The line will be denied as billed. The gap is correctable, but not by the hospital laboratory or its coders. A testing facility relies on the diagnosis supplied by the ordering practitioner and may not choose a better diagnosis from the record on its own. The correct path is to ask the ordering physician's office to clarify or amend the order to reflect the documented reason, after which the claim can be corrected and resubmitted. Because no advance beneficiary notice was signed, the patient cannot be billed for the test if the line remains denied; the claims manual places that liability on the provider (Centers for Medicare & Medicaid Services, 2024a).

What this part is doingStating who can correct each gap, and who cannot, keeps the review from recommending a fix that would itself be a compliance problem.
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Comparison of the Two Encounters

1. Encounter 1. Rule: two-midnight expectation. Supported: no. Correctable: no, as an inpatient claim; partly, through outpatient billing. Financial consequence: about $2,940 less than the inpatient payment. Preventive control: physician advisor review of inpatient orders for short-stay diagnoses before discharge.

2. Encounter 2. Rule: local coverage determination and ordering practitioner's diagnosis. Supported: yes, in the progress note. Correctable: yes, through the ordering physician. Financial consequence: the test payment, about $40, collected once corrected. Preventive control: a diagnosis check against the coverage policy at the time of order entry, with a prompt to the ordering practitioner when the diagnosis is not on the covered list.

What the Two Cases Teach Together

The two encounters fail for opposite reasons. In the first, the documentation is complete and accurate, and that is what defeats the claim: it shows a physician who expected a short stay. In the second, the documentation supports the test, but the one field that reaches the claim does not. Reimbursement texts describe medical necessity as a property of the record, not of the service (Casto & White, 2021), and both cases show why. A health information professional's job here is not to rescue a claim with better words after the fact. It is to find where in the process the record and the claim came apart, and to put the control there.

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References

Casto, A. B., & White, S. (2021). Principles of healthcare reimbursement and revenue cycle management (7th ed.). AHIMA Press.

Centers for Medicare & Medicaid Services. (2024a). Medicare claims processing manual, Chapter 30: Financial liability protections.

Centers for Medicare & Medicaid Services. (2024b). Medicare program integrity manual, Chapter 13: Local coverage determinations.

42 C.F.R. § 410.32 (2024). https://www.ecfr.gov/current/title-42/section-410.32

42 C.F.R. § 412.3 (2024). https://www.ecfr.gov/current/title-42/section-412.3

What the HI410 Unit 8 assignment asks for

Unit 8 typically presents one or two encounters and asks whether the services billed were medically necessary under the applicable rule. Expect to identify the governing rule for each encounter, such as the inpatient admission standard or a local coverage determination, and to quote the record that bears on it. You are asked to state a finding, the financial consequence and whether the gap can be corrected, and by whom. Many prompts also ask about the advance beneficiary notice and what its absence means for patient liability. Some want a comparison table or a set of preventive controls. The standard to apply is what the record showed when the decision was made, not the outcome. Cite the federal regulation for each rule and the relevant Medicare manual chapter, and keep payment figures to those the prompt provides.

How this HI410 Unit 8 example is built

A one-paragraph standard opens the review and is applied to both encounters in four steps: rule, record, finding, consequence. The syncope admission is tested against the two-midnight expectation; the review quotes the admission order and note, lists what the note contains and what it lacks, and reads the phrase about likely discharge as evidence of a short expected stay. The highlighted sentence makes the point that the note fails because of what the physician expected, not because the patient left quickly. The consequence explains why the pre-discharge status change is no longer available and how outpatient billing replaces the claim. The vitamin D encounter reaches the opposite finding: necessity was documented, but the order carried the wrong diagnosis and only the ordering physician can fix it. A comparison list sets the two side by side, and a closing section draws the shared lesson.

HI410 Unit 8 rubric: what earns full points

Necessity reviews usually earn points for rule identification, use of the record, accuracy of findings and consequences, and recommendations. Rule points depend on naming the correct standard for each encounter and stating it accurately. Record points reward quoting the documents that matter and saying what they lack as well as what they contain. Most lost marks come from findings that confuse the necessity of the care with the necessity of the setting, or that propose a fix the reviewer cannot legally make, such as a coder adding a diagnosis to a lab claim. Consequence points require a correct account of what happens to the claim and to patient liability. Preventive controls earn the recommendation share when each targets the step where the record and the claim diverged. Citations of the regulations and manuals, with clear structure, complete the grade.

Common HI410 Unit 8 mistakes, and how to avoid them

The most frequent Unit 8 mistake is judging an admission by its length rather than by what the physician expected when the order was written. Another is assuming that a coder or lab can choose a better diagnosis from the progress note for an outpatient test, which only the ordering practitioner can supply. Students often forget that the inpatient-to-outpatient status change must happen before discharge. Some reviews describe the advance beneficiary notice vaguely and miss its effect on who pays when a test is denied. Findings that stop at supported or not supported, without a consequence or a fix, score low. Mixing up the two encounters' rules is common too. If you have your own encounters to review, send the record excerpts, the coverage policy or rule your instructor supplied and the payment figures, and we can prepare a review that applies each rule step by step.

Get an HI410 Unit 8 example written to your instructions

Name the payer rule or coverage policy your Unit 8 case turns on, and attach the case documents and rubric. Medical necessity prompts differ by payer and setting, so the review follows your rule, in the rule, record, finding and consequence order shown here, with brackets wherever an amount is missing. Delivery takes 24-48h; the first sample is free. The paper above is an original model document written by our desk, not a submitted student paper and not an official Purdue University Global document.

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HI410 Unit 8 questions, answered

Where can I find a free HI410 Unit 8 sample paper?

The complete Unit 8 review sits on this page, testing a one-night syncope admission and a vitamin D test against their governing rules.

How is an inpatient admission judged under the two-midnight rule?

By whether the admitting physician expected care across two midnights and the record supports that expectation. The sample note recorded an expected short stay instead.

Can a lab use a diagnosis from the progress note on a claim?

Not on its own. The testing facility relies on the ordering practitioner's diagnosis, so the order must be clarified by that physician's office.

What happens if no advance beneficiary notice was signed?

The patient generally cannot be billed for a denied test, and the liability stays with the provider, as in the sample's vitamin D case.

Is the care unnecessary if the inpatient status fails?

No. In the sample, the workup was appropriate; only the inpatient status was unsupported, so outpatient services can still be billed.