| Course | HIM 510 HIM Applications and Systems |
|---|---|
| Module | Module 3 |
| Paper type | graduate milestone assessing a hospital revenue cycle with defined measures |
| Length | About 1,020 words, 6 pages |
| Format | APA 7 student paper |
| School | Southern New Hampshire University |
| Program | MS Health Information Management |
| Updated | September 2026 |
Free sample paper for HIM 510 Module 3
Final Project Milestone One: Where the Money Stops, a Revenue Cycle Assessment at Laurel Point Regional Medical Center
[Student Name]
Southern New Hampshire University
HIM 510: HIM Applications and Systems
Final Project Milestone One
[Instructor Name]
[Date]
The organization, setting and figures below are a composite written as a model document. No real employer, client, colleague or patient is described.
Final Project Milestone One: Where the Money Stops, a Revenue Cycle Assessment at Laurel Point Regional Medical Center
Laurel Point Regional Medical Center's leaders know that revenue is slower than it should be, but they disagree about why. Finance blames coding, coding blames documentation and registration blames payers. This milestone replaces those opinions with measures. It maps the revenue cycle, defines eight measures with formulas and current values, analyzes the causes of claim denials by stage and identifies where health information management can act, laying the groundwork for the policy statement in Milestone Two.
The Revenue Cycle in Three Stages
The revenue cycle runs from the first contact with a patient to the final payment. The front end includes scheduling, registration, insurance eligibility checks and prior authorization. The middle includes documentation, charge capture, clinical documentation integrity and coding. The back end includes claim submission, payer edits, denial management, patient billing and collections. Health information management owns much of the middle and influences both ends, since coding and documentation determine what is billed and records support appeals.
Measures and Current Values
Table 1 defines eight measures used for the assessment, each calculated from the last two quarters of data.
Table 1. Revenue Cycle Measures
| Measure | Formula | Current value |
|---|---|---|
| Initial denial rate | First-pass denials / all claims sent | 11.8% |
| Clean claim rate | Claims passing all edits without correction / claims submitted | 82% |
| Days awaiting final billing | Unbilled dollars for discharged accounts / average daily gross revenue | 6.1 days |
| Days in accounts receivable | Net accounts receivable / average daily net revenue | 54 days |
| Denial write-offs | Dollars written off due to denials / net patient revenue | 2.3% |
| Appeal overturn rate | Denials overturned on appeal / denials appealed | 47% |
| Inpatient coding accuracy | Correct principal diagnoses / audited inpatient accounts | 90% |
| Point-of-service collection | Patient payments collected at visit / patient balances due at visit | 31% |
Note. Hospital revenue cycle reports for the last two quarters; composite data.
How the Measures Have Moved
The current values are more worrying in light of their direction. Two years ago, the initial denial rate was 8.9% and the clean claim rate 87%. Days awaiting final billing have risen from 4.8 to 6.1, largely because of two unfilled coding positions and slower physician completion of discharge summaries. Days in accounts receivable rose from 47 to 54 as more claims cycled through appeals. Only coding accuracy has held steady. Trends matter because they separate long-standing weaknesses from recent breakdowns: the rise in denials coincides with the growth of Medicare Advantage enrollment in the hospital's service area and with a registration staff turnover rate above 30%, both of which point to front-end and payer-mix causes rather than to coding.
Why Denials Happen
A review of 400 denied claims from the last quarter traced each denial to its root cause and stage. Front-end problems accounted for most denials: missing or incorrect prior authorization caused 31% and eligibility or registration errors 18%. Medical necessity disputes caused 22%, often reflecting documentation that did not show why a service was needed. Coding errors caused 14%, and the remaining 15% involved timely filing, duplicate claims and other issues. The pattern contradicts the assumption that coding is the main problem; it is one contributor among several.
Medical necessity denials deserve attention because they are rising. Schwartz et al. (2022) compared the medical necessity policies of government and private insurers in Medicare and found that private Medicare Advantage insurers often applied coverage policies that differed from traditional Medicare's, adding criteria that providers must document. Laurel Point's growing Medicare Advantage volume helps explain why medical necessity denials doubled over two years.
What Denials Cost
Denials cost more than the write-offs. Every denial requires staff time to research, correct, resubmit or appeal. Costing out billing work at a large academic system, Tseng et al. (2018) found that it consumed a considerable share of professional revenue for some visit types, especially brief primary care visits. At the national level, Himmelstein et al. (2020) estimated that administrative costs took a far larger share of health spending in the United States than in Canada, with billing complexity a major contributor. Patients bear costs too. Kyle and Frakt (2021) described the administrative burden patients face, including time spent disputing bills and navigating insurance, which falls hardest on those with the least time and resources. A denied claim that becomes a patient bill is a burden the hospital created.
Where Health Information Management Can Act
Health information management can directly address three of the denial causes. Coding errors, 14% of denials, respond to targeted audits and education. Medical necessity denials, 22%, depend on documentation that clinical documentation specialists can improve, especially for services with known payer criteria. And the time accounts wait for final billing, 6.1 days, depends partly on record completion and coding throughput. Health information also supports appeals, since overturning a denial requires the right records sent promptly and securely, and the 47% overturn rate suggests many denials are winnable if appealed. Front-end causes belong to patient access, but health information can help by making documentation of authorizations visible in the record.
Summary of Findings
Laurel Point's revenue cycle loses money at every stage but not equally. Front-end authorization and eligibility errors cause about half of denials, medical necessity disputes are growing with Medicare Advantage, coding errors are a smaller but real share and nearly half of appealed denials are overturned, which means many should not have been denied at all or could be prevented. A policy that treats the revenue cycle as a shared process across departments, with clear responsibilities and measures, would address these findings better than a coding initiative alone.
Limitations
The denial review sampled one quarter and may not reflect seasonal patterns. Assigning a single root cause to each denial simplifies cases with several contributing problems. Some measures, such as point-of-service collection, depend on registration practices outside the scope of health information management.
Conclusion
Measured carefully, Laurel Point's revenue problem is a process problem shared across the cycle. Health information management can lead on coding accuracy, documentation for medical necessity, record completion and appeal support, while partnering with patient access on authorization. Milestone Two will draft a revenue management policy statement built on these findings.
References
Himmelstein, D. U., Campbell, T., & Woolhandler, S. (2020). Health care administrative costs in the United States and Canada, 2017. Annals of Internal Medicine, 172(2), 134-142. https://doi.org/10.7326/M19-2818
Kyle, M. A., & Frakt, A. B. (2021). Patient administrative burden in the US health care system. Health Services Research, 56(5), 755-765. https://doi.org/10.1111/1475-6773.13861
Schwartz, A. L., Chen, Y., Jagmin, C. L., Verbrugge, D. J., Brennan, T. A., Groeneveld, P. W., & Newhouse, J. P. (2022). Coverage denials: Government and private insurer policies for medical necessity in Medicare. Health Affairs, 41(1), 120-128. https://doi.org/10.1377/hlthaff.2021.01054
Tseng, P., Kaplan, R. S., Richman, B. D., Shah, M. A., & Schulman, K. A. (2018). Administrative costs associated with physician billing and insurance-related activities at an academic health care system. JAMA, 319(7), 691-697. https://doi.org/10.1001/jama.2017.19148
What the HIM 510 Module 3 instructions ask for
HIM 510 Final Project Milestone One asks you to assess your case organization's revenue cycle so that later milestones can propose policy and procedures. Expect four to six graduate pages in APA 7, a measures table and scholarly sources. Describe the revenue cycle's stages, then define each measure you use with a formula and a current value so readers can check your work. Analyze denials or other losses by cause and stage, estimate their costs to the organization and to patients and identify where health information management can act directly and where it must partner with other departments. Summarize findings, note limitations and state what the policy milestone will need to address. Show trends where data allow.
How this HIM 510 Module 3 final project milestone one example is built
Laurel Point Regional Medical Center's assessment defines eight measures, including an 11.8% initial denial rate, 82% clean claims, 6.1 days awaiting final billing, 54 days in accounts receivable and a 47% appeal overturn rate. A review of 400 denials attributes 31% to authorization, 18% to eligibility, 22% to medical necessity and 14% to coding, with Schwartz and colleagues explaining Medicare Advantage coverage criteria. Tseng and colleagues, Himmelstein and colleagues and Kyle and Frakt show the costs to the hospital and patients. The milestone identifies coding, documentation, record completion and appeals as HIM's direct levers, setting up the HIM 510 policy milestone. Two-year trends show denials rising from 8.9%.
Where the HIM 510 Module 3 rubric puts the points
HIM 510 instructors scoring this milestone look for an accurate picture of the cycle, clearly defined measures with formulas and values, sound analysis of causes, attention to costs for the organization and patients, identification of HIM's role, use of scholarly sources, limitations and APA 7 mechanics. Graduate milestones that stand out challenge assumptions with data, such as showing that coding is not the main denial cause, and separate what HIM controls from what it influences. Graders reward writers who include patients' administrative burden, not only the hospital's revenue. Findings that lead clearly into policy work show a well-planned project. Showing trends over time strengthens the case.
HIM 510 Module 3 help: the mistakes that cost points
HIM 510 assessments slip when measures appear without definitions, when denials are discussed without causes or stages, when HIM is presented as responsible for everything or nothing or when costs to patients are ignored. Some drafts also mix up days in accounts receivable with days awaiting final billing. If your course case supplies its own revenue figures, send the case so the assessment uses those numbers and departments. Include any denial reports you can use. Say which payers dominate your case. HIM 510 assessments we write follow this order: cycle stages, measures table, denial causes, costs, HIM's role, findings, limitations and conclusion. Add two years of history if available.
Get HIM 510 Module 3 written to your instructions
Send the HIM 510 Milestone One guidelines and your case organization's revenue data. The assessment will describe the cycle, define each measure with a formula and value, analyze denial causes by stage, estimate costs to the hospital and patients and identify where HIM can act, completed in 24 to 48 hours, free for your first request. The paper above is an original model document written by our desk, not a submitted student paper and not an official Southern New Hampshire University document.
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HIM 510 Module 3 questions, answered
Where can I find a free HIM 510 Module 3 Final Project Milestone One sample?
This page holds the whole HIM 510 Module 3 milestone: a revenue cycle assessment with eight defined measures, denial causes by stage and the costs to patients.
What is an initial denial rate?
The share of claims denied on first submission, calculated as denied claims divided by claims submitted.
What is the difference between days in accounts receivable and days awaiting final billing?
Accounts receivable days measure billed revenue not yet collected; days awaiting final billing measure discharged accounts not yet billed.
What causes most claim denials?
In many hospitals, front-end problems such as missing authorization and eligibility errors cause more denials than coding.
How does health information management affect revenue?
Through coding accuracy, documentation that supports medical necessity, record completion speed and records that support appeals.