HIM 360 Module 2 Complex Diagnosis Short Paper Example

Reviewed by Delia Ravenscroft, MSN, RN

This HIM 360 Module 2 Complex Diagnosis Short Paper sample works through the diagnosis areas where guidelines most often override intuition. It is written for SNHU HIM 360 (HIM-360), a BS Health Information Management course that tests sequencing rules one case at a time. At the composite 480-bed academic medical center, audits find recurring errors in oncology admissions and drug-related conditions. The paper explains the neoplasm table and the rules for chemotherapy encounters and cancer-related anemia, then distinguishes poisoning, adverse effect and underdosing. Five composite cases follow, each with codes in sequence and the guideline behind the order: a chemotherapy admission, two kinds of anemia, drug-induced hypotension, an accidental pediatric ingestion and heart failure after skipped medication.

CourseHIM 360 Coding and Classifications Systems II
ModuleModule 2
Paper typeundergraduate paper on neoplasm and drug-related diagnosis coding guidelines
LengthAbout 1,060 words, 6 pages
FormatAPA 7 student paper
SchoolSouthern New Hampshire University
ProgramBS Health Information Management
UpdatedSeptember 2026

Free sample paper for HIM 360 Module 2

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When the Guideline Decides the Order: Neoplasm and Drug-Related Coding at Juniper Health

[Student Name]

Southern New Hampshire University

HIM 360: Coding and Classifications Systems II

Module Two Short Paper

[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.

What this page is doingThe title stresses that sequencing in these areas follows explicit rules.
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When the Guideline Decides the Order: Neoplasm and Drug-Related Coding at Juniper Health

Juniper Health's coding audits keep finding errors in two areas: oncology admissions and conditions caused by medications. Both are governed by detailed guidelines that sometimes contradict what seems natural, such as listing a Z code before a cancer or listing an injury code before the symptom a drug caused. This paper explains the rules and applies them to five composite cases.

What this page is doingThe introduction identifies the two error-prone areas.
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The Neoplasm Table

Neoplasms are coded by behavior and site. The Neoplasm Table in the Alphabetic Index lists body sites with columns for primary malignant, secondary malignant, carcinoma in situ, benign, uncertain behavior and unspecified behavior. Coders first check the index for the histologic type, such as adenocarcinoma, which directs them to the correct column, and then find the site. A secondary malignancy, meaning a metastasis, has its own codes, and a primary cancer that has been removed and is no longer treated is reported with a personal history code instead.

What this page is doingThe structure of the Neoplasm Table is explained.
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Sequencing Oncology Encounters

The guidelines direct sequencing by the reason for the encounter. When a patient is admitted solely for chemotherapy, immunotherapy or radiation therapy, the Z code for that therapy is listed first, followed by the neoplasm codes. When treatment is directed at a metastatic site, the secondary neoplasm is sequenced first. When a patient is admitted for a complication, such as dehydration, and treatment is directed only at the complication, the complication comes first.

What this page is doingRules for sequencing oncology encounters are summarized.
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Case 1: Chemotherapy Admission

A woman with cancer of the upper-outer quadrant of the right breast that has spread to bone is admitted for a scheduled cycle of chemotherapy. Because the admission is solely for chemotherapy, Z51.11, encounter for antineoplastic chemotherapy, is principal. C50.411, malignant neoplasm of upper-outer quadrant of right female breast, and C79.51, secondary malignant neoplasm of bone, follow.

What this page is doingCase 1 applies the chemotherapy sequencing rule.
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Case 2: Two Kinds of Anemia

Anemia in cancer patients has two different rules depending on its cause. If a patient is admitted to treat anemia caused by the malignancy itself, the malignancy is sequenced first, followed by D63.0, anemia in neoplastic disease. If the anemia is an adverse effect of chemotherapy, the anemia is sequenced first, D64.81, anemia due to antineoplastic chemotherapy, followed by T45.1X5A, adverse effect of antineoplastic and immunosuppressive drugs, initial encounter, and then the neoplasm codes. The physician's documentation of the cause determines which rule applies, which is why this is a common query topic.

Table 1. Cases 1 and 2

CaseSequenceGuideline basis
Chemotherapy admission, breast cancer with bone metastasisZ51.11; C50.411; C79.51Admission solely for chemotherapy
Anemia caused by the malignancyNeoplasm code; D63.0Malignancy first, then anemia in neoplastic disease
Anemia caused by chemotherapyD64.81; T45.1X5A; neoplasm codeAdverse effect: manifestation first, then drug code

Note. Composite cases; verify codes with the current year's code set.

What this page is doingCase 2 contrasts two anemia rules, and Table 1 summarizes Cases 1 and 2.
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Poisoning, Adverse Effect or Underdosing

Drug-related conditions fall into three categories, and each is coded differently. An adverse effect is a harmful reaction to a drug that was correctly prescribed and properly taken; the manifestation is coded first, followed by a T code whose sixth character is 5. A poisoning involves the wrong drug, the wrong dose, a drug taken by the wrong person or a drug combined with alcohol; the T code for the poisoning, with its intent, comes first, followed by the manifestations. Underdosing means taking less of a drug than prescribed; the condition that relapsed or worsened is coded first, followed by an underdosing T code with sixth character 6 and a code explaining why.

What this page is doingThe three categories of drug-related conditions are distinguished.
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Case 3: Hypotension From a Prescribed Drug

A man taking his prescribed lisinopril exactly as directed becomes lightheaded and is found to have low blood pressure attributed to the drug. This is an adverse effect. The manifestation, I95.2, hypotension due to drugs, is listed first, followed by T46.4X5A, adverse effect of angiotensin-converting-enzyme inhibitors, initial encounter.

What this page is doingCase 3 codes an adverse effect.
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Case 4: Accidental Pediatric Ingestion

A three-year-old swallows several of a grandparent's acetaminophen tablets and vomits before arriving at the emergency department. This is a poisoning, because the child took a drug not prescribed for them. T39.1X1A, poisoning by 4-aminophenol derivatives, accidental, initial encounter, is listed first, followed by R11.2, nausea with vomiting, unspecified. If the documentation had described an intentional overdose by an adult, the sixth character would change to show intentional self-harm.

What this page is doingCase 4 codes an accidental poisoning.
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Case 5: Heart Failure After Skipped Diuretics

A woman with chronic diastolic heart failure stops taking her furosemide because she cannot afford it and is admitted with an acute exacerbation. Underdosing codes are never principal. The worsened condition, I50.33, acute on chronic diastolic heart failure, comes first, followed by T50.1X6A, underdosing of loop diuretics, initial encounter, and Z91.120, patient's intentional underdosing of medication regimen due to financial hardship.

Table 2. Cases 3 to 5

CaseCategorySequence
Hypotension from correctly taken lisinoprilAdverse effectI95.2; T46.4X5A
Child swallows grandparent's acetaminophenPoisoning, accidentalT39.1X1A; R11.2
Heart failure worsened after stopping furosemide for costUnderdosingI50.33; T50.1X6A; Z91.120

Note. Composite cases; verify codes with the current year's code set.

What this page is doingCase 5 codes underdosing, and Table 2 summarizes Cases 3 to 5.
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Why These Areas Produce Errors

O'Malley et al. (2005) identified coder training and the completeness of clinical documentation as major sources of coding error, and both matter here. The rules are counterintuitive, and the category depends on facts physicians may not record, such as whether a drug was taken as prescribed. Hohl et al. (2014) reviewed studies using ICD-10 codes to identify adverse drug events and found wide inconsistency in the codes researchers chose, concluding that administrative data likely capture only part of the harm drugs cause. Accurate adverse effect and underdosing coding therefore matters for safety research as well as payment. Burns et al. (2012), reviewing discharge coding accuracy, found wide variation between hospitals, a sign that local training and review in difficult areas like these can make a real difference.

What this page is doingResearch explains why these areas are error-prone.
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Documentation and Queries

Coders cannot decide on their own whether anemia came from cancer or chemotherapy, or whether an overdose was accidental or intentional. When the record is unclear, a compliant query should present the clinical facts and ask the physician to clarify the cause or intent, with options including clinically undetermined. Juniper's documentation integrity specialists now review oncology and toxicology admissions concurrently for these questions.

What this page is doingThe role of documentation and queries is explained.
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Conclusion

Neoplasm and drug-related coding reward coders who follow the guidelines exactly, even when the order feels backward. Z codes lead chemotherapy admissions, the cause of anemia decides its sequence, adverse effects put the manifestation first, poisonings put the drug first and underdosing is never principal. With clear documentation and targeted queries, these cases can move from Juniper's error list to its strengths.

What this page is doingThe conclusion summarizes the rules.
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References

Burns, E. M., Rigby, E., Mamidanna, R., Bottle, A., Aylin, P., Ziprin, P., & Faiz, O. D. (2012). Systematic review of discharge coding accuracy. Journal of Public Health, 34(1), 138-148. https://doi.org/10.1093/pubmed/fdr054

Hohl, C. M., Karpov, A., Reddekopp, L., & Stausberg, J. (2014). ICD-10 codes used to identify adverse drug events in administrative data: A systematic review. Journal of the American Medical Informatics Association, 21(3), 547-557. https://doi.org/10.1136/amiajnl-2013-002116

O'Malley, K. J., Cook, K. F., Price, M. D., Wildes, K. R., Hurdle, J. F., & Ashton, C. M. (2005). Measuring diagnoses: ICD code accuracy. Health Services Research, 40(5, Pt. 2), 1620-1639. https://doi.org/10.1111/j.1475-6773.2005.00444.x

What the HIM 360 Module 2 instructions ask for

This HIM 360 assignment usually asks you to explain and apply the coding guidelines for complex diagnosis areas such as neoplasms and drug-related conditions. Most students turn in four to five pages built around coded examples, supported by three or more scholarly sources in APA 7. Explain the structure and sequencing rules, work several cases with codes in order and the guideline for each and note where documentation or a query would decide the outcome. Verify every code against the current year's code set. A short table listing each case, its codes in sequence and the guideline section that governs the order helps graders confirm your reasoning without rereading every paragraph.

How this HIM 360 Module 2 complex diagnosis short paper example is built

The paper explains the Neoplasm Table and oncology sequencing rules, then works five cases. A chemotherapy admission is coded Z51.11, C50.411 and C79.51. Anemia caused by cancer and anemia caused by chemotherapy follow different orders. Poisoning, adverse effect and underdosing are distinguished, and cases code drug-induced hypotension as I95.2 with T46.4X5A, a child's acetaminophen ingestion as T39.1X1A with R11.2 and heart failure after skipped diuretics as I50.33, T50.1X6A and Z91.120. O'Malley and Hohl and colleagues explain the error risk. Every case names the documentation that made the difference, which is why the anemia cases and the drug cases reach opposite sequencing decisions from situations that look almost identical on first reading.

Where the HIM 360 Module 2 rubric puts the points

Complex diagnosis papers in HIM 360 are commonly marked on correct explanation of guidelines, accurate codes and sequencing, clear reasoning for each case, recognition of documentation and query needs and APA 7 mechanics. The best papers contrast similar-looking situations that follow different rules, such as the two anemia scenarios, and show how the sixth character and intent change drug codes. Tables pairing cases with their guideline basis make the reasoning easy to verify. Noting where a physician query would change the answer shows mature judgment. Accurate seventh characters, correct intent values and a clear distinction between an adverse effect and a poisoning are the details that separate a proficient paper from an exemplary one.

HIM 360 Module 2 help: the mistakes that cost points

These papers lose points when they sequence the neoplasm first on a chemotherapy admission, confuse adverse effects with poisonings, make underdosing the principal diagnosis or omit seventh characters. Another frequent gap is assuming a cause or intent the physician did not document. Explain the rules, code cases in order with guidelines, flag query situations and verify codes. If your instructor supplies specific scenarios, send them with your HIM 360 notes so the paper codes exactly those cases. Include the code year your course uses, since codes change each October. A custom version can also add a case on secondary malignancy or history codes if your instructor expects wider coverage than the chemotherapy and drug scenarios shown in this sample.

Get HIM 360 Module 2 written to your instructions

Forward the HIM 360 Module 2 instructions together with your assigned cases. Expect a paper that lays out the governing guidelines, code each case in the correct order with the rule behind it and flag where a physician query would decide the outcome, within 24 to 48 hours, free the first time. 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.

More HIM 360 papers and related BS Health Information Management samples

HIM 360 Module 2 questions, answered

Where can I find a free HIM 360 Module 2 Complex Diagnosis Short Paper sample?

HIM 360 Module 2 is reproduced in full here, working neoplasm, poisoning, adverse effect and underdosing guidelines through five coded cases.

What is sequenced first for a chemotherapy admission?

When the admission is solely for chemotherapy, Z51.11 is principal, followed by the neoplasm codes.

What is the difference between a poisoning and an adverse effect?

An adverse effect follows a correctly prescribed and taken drug; a poisoning involves a wrong drug, dose, person or combination with alcohol.

Can underdosing be the principal diagnosis?

No. The condition that worsened is coded first, followed by the underdosing code and a reason code.

How is anemia due to chemotherapy coded?

The anemia code comes first, followed by the adverse effect code for antineoplastic drugs and then the neoplasm codes.