MMHA 6600 Week 2 Copy-Forward Note Review Example

Healthcare Informatics and Technology Management Walden University Free custom sample in 24 to 48h

This MMHA 6600 Week 2 documentation review example sorts 140 paragraphs from day-three progress notes into three groups: new that day, carried forward and still true, or carried forward and stale. Walden MMHA 6600 asks MHA students to judge what the chart really records, and the review compares each copied paragraph with flowsheets, results and the medication record on the signing date. One paragraph in five turns out stale, concentrated in the review of systems and the physical examination. Examples include clear lungs on a day of new crackles and an admission potassium already corrected. The paper explains the pattern through three template features rather than individual habits, cites Wang and colleagues, Hirschtick, Tsou and colleagues, and Weis and Levy, and ranks four fixes by effort, starting with shading copied text until edited.

CourseMMHA 6600 Healthcare Informatics and Technology Management
WeekWeek 2
Paper typeDocumentation review paper
LengthAbout 1,020 words, 6 pages
FormatAPA 7 student paper
SchoolWalden University
ProgramMaster of Healthcare Administration (MHA)
UpdatedOctober 2026

Free sample paper for MMHA 6600 Week 2

1

New, Carried and True, or Carried and Stale: A Paragraph-Level Review of Copied-Forward Progress Notes on One Medical Unit

Student Name

Walden University

MMHA 6600: Healthcare Informatics and Technology Management

Instructor Name

Month Day, Year

What this page is doingThe title gives the three sorting categories up front, so the reader knows how every paragraph in the sample will be judged.
2

New, Carried and True, or Carried and Stale: A Paragraph-Level Review of Copied-Forward Progress Notes on One Medical Unit

Purpose of the Review

Progress notes at Bramble Creek Hospital, the composite community hospital used in this course, are written in an electronic record that lets physicians and advanced practice providers copy the previous day's note forward and edit it. The feature saves time, and nobody proposes removing it. The question for this review is narrower: when a note is carried forward, what share of its content is still true on the day it is signed, and where does stale text collect?

The review sorts every paragraph of a sample of notes into three groups. A new paragraph was written or substantially rewritten that day. A carried-and-true paragraph was copied from an earlier note and still matched the patient on the signing date. A carried-and-stale paragraph was copied and no longer matched what the rest of the chart showed. The third group is the safety concern, because a reader cannot tell it apart from the second.

What this page is doingDefining the three categories before any numbers keeps the findings honest about what was judged and how.
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Why Copied Text Deserves a Review

Copying is now the main way inpatient notes are built. At one academic medical center, an analysis of millions of progress notes found that less than a fifth of the text had been typed by the author, with the rest copied from earlier notes or imported automatically from other parts of the record (Wang et al., 2017). The risks were described well before that study: errors carried from day to day, notes too long to read, and the loss of a clear record of the clinician's thinking (Hirschtick, 2006). A systematic review of copy-and-paste practices concluded that the feature is neither good nor bad in itself, and recommended that organizations monitor its use and make copied text identifiable (Tsou et al., 2017).

For a health administrator, the issue is partly clinical and partly legal. Notes that restate an examination never performed that day can support billing for work that was not done, and auditors increasingly ask how organizations govern copied text (Weis & Levy, 2014).

What this page is doingThe literature section is short and tied to two concerns an administrator owns, safety and billing integrity.
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Sample and Method

Twenty inpatient stays of four days or longer on one medical unit were drawn from a single month. For each stay, the note from day three was compared paragraph by paragraph with the notes from days one and two and with the nursing flowsheets, laboratory results and medication administration record for day three. Two reviewers, a nurse informaticist and a hospitalist, sorted each paragraph independently and resolved disagreements together. The counts below are illustrative figures prepared for this sample paper, not a published audit.

Table 1

Paragraph Classification, Day-Three Progress Notes (Illustrative, 20 Stays)

Note sectionParagraphs reviewedNewCarried and trueCarried and stale
Interval history201541
Review of systems202117
Physical examination20497
Results201235
Assessment and plan6031218
Total140644828

One paragraph in five was carried and stale. Stale text was concentrated in the review of systems and the physical examination, the sections most often copied whole.

What this page is doingSplitting the counts by note section shows where stale text collects, which is more useful to a medical staff committee than one overall rate.
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What the Stale Paragraphs Said

The stale paragraphs were not random. Seven examinations recorded clear lungs on a day when the nursing flowsheet documented new crackles and supplemental oxygen. Five results paragraphs restated a potassium value from admission that had since been corrected. Several plans still listed intravenous antibiotics after the switch to oral therapy the evening before. In three stays, a review of systems denied pain on a day when the patient had received two as-needed opioid doses.

None of these produced documented harm in the sample. Each, however, would mislead a covering clinician who read the note at night without opening the flowsheets, and each describes care that differs from the care given.

What this page is doingConcrete examples make the category real; the paragraph also avoids claiming harm that the review did not find.
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Where the Workflow Produces Stale Text

Three features of the current design explain the pattern. First, the note template copies the entire prior note by default, so the easiest path is to keep everything. Second, copied text looks identical to new text on screen and in print, so neither the author nor the reader can see which lines changed. Third, the examination and review of systems are written as narrative blocks rather than structured fields, so the author must remember to rewrite them; nothing prompts a fresh entry.

These are design choices, not personal failings. The same unit's physicians, asked informally, said they edit the assessment and plan carefully and skim the rest, which matches where the new paragraphs cluster in Table 1.

What this page is doingTying the pattern to three design features points the recommendations at the system rather than at individual clinicians.
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Recommendations

The review recommends four changes, in order of cost:

Each recommendation follows the review's own findings. Marking copied text makes the carried-and-stale category visible to the reader, which is the core recommendation of Tsou et al. (2017). Opening the examination blank means the section most often stale is written fresh each day.

Table 2

Recommendations, Owner and Effort

ChangeOwnerEffort
Show copied text in a different shade until editedRecord build teamConfiguration, low
Copy forward only interval history and plan by default; open exam and review of systems blankMedical staff informatics committeeTemplate change, low
Repeat this paragraph review quarterly on 20 staysHealth information managementTwo reviewer days per quarter
Add a short session on copied text to new provider onboardingMedical staff officeOne hour per cohort

Visible marking and a narrower default address the two design features most responsible for stale text, while the quarterly review tells the committee whether the changes worked.

What this page is doingRanking recommendations by effort lets a committee start with the cheap changes and measure before asking for more.
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Limits

Twenty stays on one unit cannot represent the hospital. Reviewers judged truth against other parts of the chart, which may themselves be wrong. Paragraph counts treat a one-line edit and a full rewrite alike as new. The review looked at notes only, not at whether stale text changed any decision.

Conclusion

Copy-forward saves Bramble Creek's providers time, and most carried text is still true. One paragraph in five is not, and it hides in the sections clinicians copy whole. Marking copied text and narrowing what copies by default target that pattern directly, and a small quarterly review will show whether the share of stale paragraphs falls.

What this page is doingThe conclusion keeps the balanced finding, most carried text is fine, which makes the recommendation more credible to physicians.
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References

Hirschtick, R. E. (2006). Copy-and-paste. JAMA, 295(20), 2335-2336. https://doi.org/10.1001/jama.295.20.2335

Tsou, A. Y., Lehmann, C. U., Michel, J., Solomon, R., Possanza, L., & Gandhi, T. (2017). Safe practices for copy and paste in the EHR: Systematic review, recommendations, and novel model for health IT collaboration. Applied Clinical Informatics, 8(1), 12-34. https://doi.org/10.4338/ACI-2016-09-R-0150

Wang, M. D., Khanna, R., & Najafi, N. (2017). Characterizing the source of text in electronic health record progress notes. JAMA Internal Medicine, 177(8), 1212-1213. https://doi.org/10.1001/jamainternmed.2017.1548

Weis, J. M., & Levy, P. C. (2014). Copy, paste, and cloned notes in electronic health records: Prevalence, benefits, risks, and best practice recommendations. Chest, 145(3), 632-638. https://doi.org/10.1378/chest.13-0886

Reading the MMHA 6600 Week 2 instructions

Documentation review assignments ask you to look at real notes, or a realistic composite, and describe what they contain rather than what policy says they should contain. Define your categories before counting, so a reader knows how each item was judged. Describe a sample with a clear frame: which notes, which unit, which day of the stay. Explain who reviewed and how disagreements were settled. Report counts by note section, since the overall rate hides where problems collect. Give concrete examples of the worst category. Then explain the pattern through system design, and recommend changes with owners and effort. Be clear about limits, especially when the truth was judged against other chart entries that may also be wrong.

How the MMHA 6600 Week 2 example is put together

The paper defines new, carried and true, and carried and stale in its first section. A short literature section cites Wang and colleagues on how little note text is typed, Hirschtick on early warnings, and Tsou and colleagues on safe copy practices, then adds the billing concern from Weis and Levy. A method section describes twenty stays and two reviewers. Table 1 counts paragraphs by note section. A findings section lists stale examples, such as clear lungs during new oxygen use. A design section names three template features behind the pattern. Table 2 ranks four recommendations by owner and effort, and the conclusion keeps the balanced finding that most carried text was accurate.

Where the marks sit in the MMHA 6600 Week 2 rubric

Marks for a documentation review start with method. A sample described precisely, categories defined in advance and a stated way of resolving disagreement earn the first share. Findings broken down by note section, rather than one overall percentage, earn more, because they show where action is needed. Credit for analysis goes to explaining patterns through template and display design rather than blaming clinicians. Recommendations are judged on whether they follow from the findings and whether each has an owner. Acknowledging that copy-forward has real benefits shows balance and makes the paper persuasive to physicians. Honest limits matter here. Clean tables, consistent terms and in-text citations matched to the reference list close the grade on this review.

MMHA 6600 Week 2 help: mistakes that cost marks

Note reviews often become complaints about copy and paste. Keep yours measured: most copied text is accurate, and saying so makes the stale share more credible. Choose a day of the stay when copying is common, such as day three. Compare each paragraph with something else in the chart, not with memory. Count by section, because the examination and review of systems behave differently from the plan. Give two or three vivid stale examples, without claiming harm you did not find. Recommend the cheapest fix first. We can help you design a review sample and categories for notes from your own organization, then shape the findings into tables a medical staff committee will read.

Get a MMHA 6600 Week 2 example written to your instructions

Tell the desk which note type or flowsheet your Week 2 prompt points at, attach the rubric, and a review built on that document type comes back in 24-48h, with no charge for the first. Every note in it is fabricated for the purpose; charts from a real unit never enter the file.

More MMHA 6600 papers and MHA samples

MMHA 6600 Week 2 questions, answered

Where can I find a free MMHA 6600 Week 2 sample paper?

The copy-forward review is published here in full, with both tables and its four references.

What share of paragraphs were stale in the MMHA 6600 Week 2 review?

About one in five of the 140 paragraphs reviewed, using illustrative counts prepared for this sample.

Which note sections held the most stale text?

The review of systems and the physical examination, the sections most often copied whole.

Does the paper recommend banning copy-forward?

No. It recommends shading copied text, narrowing what copies by default, quarterly reviews and onboarding.

Why is stale copied text a billing concern?

Notes that restate an examination not done that day can support charges for work that was not performed.