<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article">
 <front>
  <journal-meta>
   <journal-id journal-id-type="publisher-id">
    ojn
   </journal-id>
   <journal-title-group>
    <journal-title>
     Open Journal of Nursing
    </journal-title>
   </journal-title-group>
   <issn pub-type="epub">
    2162-5336
   </issn>
   <issn publication-format="print">
    2162-5344
   </issn>
   <publisher>
    <publisher-name>
     Scientific Research Publishing
    </publisher-name>
   </publisher>
  </journal-meta>
  <article-meta>
   <article-id pub-id-type="doi">
    10.4236/ojn.2025.158043
   </article-id>
   <article-id pub-id-type="publisher-id">
    ojn-144760
   </article-id>
   <article-categories>
    <subj-group subj-group-type="heading">
     <subject>
      Articles
     </subject>
    </subj-group>
    <subj-group subj-group-type="Discipline-v2">
     <subject>
      Medicine 
     </subject>
     <subject>
       Healthcare
     </subject>
    </subj-group>
   </article-categories>
   <title-group>
    Implementing a Patient Acuity Tool to Address Fair Nursing Assignments
   </title-group>
   <contrib-group>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Tonny
      </surname>
      <given-names>
       Mao
      </given-names>
     </name>
    </contrib>
   </contrib-group> 
   <aff id="affnull">
    <addr-line>
     aBaylor St. Luke’s Medical Center, Houston, Texas, USA
    </addr-line> 
   </aff> 
   <pub-date pub-type="epub">
    <day>
     06
    </day> 
    <month>
     08
    </month>
    <year>
     2025
    </year>
   </pub-date> 
   <volume>
    15
   </volume> 
   <issue>
    08
   </issue>
   <fpage>
    592
   </fpage>
   <lpage>
    600
   </lpage>
   <history>
    <date date-type="received">
     <day>
      24,
     </day>
     <month>
      June
     </month>
     <year>
      2025
     </year>
    </date>
    <date date-type="published">
     <day>
      11,
     </day>
     <month>
      June
     </month>
     <year>
      2025
     </year> 
    </date> 
    <date date-type="accepted">
     <day>
      11,
     </day>
     <month>
      August
     </month>
     <year>
      2025
     </year> 
    </date>
   </history>
   <permissions>
    <copyright-statement>
     © Copyright 2014 by authors and Scientific Research Publishing Inc. 
    </copyright-statement>
    <copyright-year>
     2014
    </copyright-year>
    <license>
     <license-p>
      This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/
     </license-p>
    </license>
   </permissions>
   <abstract>
    <u>Aim:</u> Creating a fair nursing assignment by utilizing a patient acuity tool. 
    <u>Background</u>: Creating a nursing assignment by patient-nurse ratios oftentimes leads to dissatisfaction of assignment and unfair workloads. Barriers in creating a fair nursing assignment are ineffective distribution of patients and patient acuity. After a comprehensive literature review and a unit-based needs assessment, a 30-bed unit will create fair nursing assignments by implementing a patient acuity tool. 
    <u>Methods</u>: A modified unit-specific patient acuity tool. Nurses’ self-surveys pre-and post-implementation of the patient acuity tool over a 6-month period. 
    <u>Results</u>: Surveys reveal nurses are satisfied with their nursing assignment post-implementation over a 6-month period. The tool captured a good representation of the patients’ acuity with 67% of charge nurse respondents say they utilize the tool when making nursing assignments. 
    <u>Conclusion</u>: Staff were satisfied with their nursing assignment by utilizing a unit-specific patient acuity tool.
   </abstract>
   <kwd-group> 
    <kwd>
     Patient Acuity Tool
    </kwd> 
    <kwd>
      Nursing Assignment
    </kwd>
   </kwd-group>
  </article-meta>
 </front>
 <body>
  <sec id="s1">
   <title>1. Introduction</title>
   <p>The nursing assignment, a task that requires optimizing between unique patient needs and routine complex tasks, is a challenging nurse management skill at the end of the shift that often does not get distributed amongst nurses well <xref ref-type="bibr" rid="scirp.144760-1">
     [1]
    </xref>. So, balancing this workload mitigates unfair assignment distributions <xref ref-type="bibr" rid="scirp.144760-1">
     [1]
    </xref>. Typically, the nursing assignment is created by counting how many patients in a unit divided by how many nurses are available, for instance, 30 patients with 6 available nurses will equal to 5 patients per nurse; however, this nurse-to-patient ratio fails to balance between patients’ acuity and complexity of nursing tasks that oftentimes result in dissatisfaction with nursing assignments <xref ref-type="bibr" rid="scirp.144760-2">
     [2]
    </xref>. Furthermore, this dissatisfaction often leads to high workloads <xref ref-type="bibr" rid="scirp.144760-3">
     [3]
    </xref>. These high nursing workloads are a significant contributing factor to detrimental patient outcomes <xref ref-type="bibr" rid="scirp.144760-4">
     [4]
    </xref>. By balancing nursing workloads through patients’ acuity rather than nurse-to-patient ratios, it mitigates unfair nursing assignments and subsequently detrimental patient outcomes; it also improves quality of patient care <xref ref-type="bibr" rid="scirp.144760-5">
     [5]
    </xref> <xref ref-type="bibr" rid="scirp.144760-6">
     [6]
    </xref>. A patient acuity tool was developed to categorize and score various nursing tasks for each patient and to help establish a way to create fair nursing assignments <xref ref-type="bibr" rid="scirp.144760-7">
     [7]
    </xref>.</p>
   <p>
    <xref ref-type="bibr" rid="scirp.144760-"></xref>Electronic databases CINHAL, PubMed, and Ovid were utilized with keywords: patient acuity tool and nursing assignment. Inclusion criteria applied to studies published in the last 5 years. CINHAL resulted in 28 studies, Ovid resulted in 304 studies, and PubMed resulted in 2680 studies. After appraising multiple studies, 8 studies selected came from various nursing journals with 1 study, Ingram &amp; Powel, from the website myamericannurse.com due to its relevancy. 8 articles were implementation projects with one study by Ko et al. utilized a Delphi technique on content validity of various nursing tasks.</p>
  </sec><sec id="s2">
   <title>2. Method</title>
   <p>
    <xref ref-type="table" rid="table1">
     Table 1
    </xref> shows a pre-intervention quick survey of 3 questions utilized to identify and assess what should be considered in the acuity tool. 90% of respondents are unhappy with their current assignment and are not created fair or equal and would want a method on creating a fair nursing assignment. Answers for question 3 detailed multiple reasons are unfair includes: “heavy patient workload”, “intensive tasks”, “having two patients that both have IV heparin”, “I have patients that require a lot of routine tasks like toileting and pain medication every 3 to 4 hours”.</p>
   <table-wrap id="table1">
    <label>
     <xref ref-type="table" rid="table1">
      Table 1
     </xref></label>
    <caption>
     <title>
      <xref ref-type="bibr" rid="scirp.144760-"></xref>Table 1. Pre-intervention survey responses: 22 surveys.</title>
    </caption>
    <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
     <tr> 
      <td rowspan="4" class="acenter" width="18.58%"><p style="text-align:center"></p></td> 
      <td class="aleft" width="81.42%" colspan="3"><p style="text-align:left">Question 1—Are you happy with your assignment?</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="81.42%" colspan="3"><p style="text-align:left">Question 2—Assignments are created fair and equitable</p></td> 
     </tr> 
     <tr> 
      <td class="custom-bottom-td aleft" width="81.42%" colspan="3"><p style="text-align:left">Question 3—If you feel that the assignment is not equitable, please describe why?</p></td> 
     </tr> 
     <tr> 
      <td class="custom-bottom-td custom-top-td acenter" width="21.96%"><p style="text-align:center">Yes</p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="21.97%"><p style="text-align:center">No</p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="37.49%"><p style="text-align:center">% of No/number of surveys (22)</p></td> 
     </tr> 
     <tr> 
      <td class="custom-top-td acenter" width="18.58%"><p style="text-align:center">Question 1</p></td> 
      <td class="custom-top-td acenter" width="21.96%"><p style="text-align:center">2</p></td> 
      <td class="custom-top-td acenter" width="21.97%"><p style="text-align:center">20</p></td> 
      <td class="custom-top-td acenter" width="37.49%"><p style="text-align:center">90%</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="18.58%"><p style="text-align:center">Question 2</p></td> 
      <td class="acenter" width="21.96%"><p style="text-align:center">2</p></td> 
      <td class="acenter" width="21.97%"><p style="text-align:center">20</p></td> 
      <td class="acenter" width="37.49%"><p style="text-align:center">90%</p></td> 
     </tr> 
    </table>
   </table-wrap>
   <sec id="s2_1">
    <title>2.1. Setting</title>
    <p>A 30-bed medical/surgical unit primarily cardiovascular was selected for this project by modifying “Firestone-Howard et al.” and “Ingram &amp; Powell” patient acuity tool.</p>
   </sec>
   <sec id="s2_2">
    <title>2.2. Tool</title>
    <p>The tool consists of 5 broad care item areas: routine care procedures, educational teaching, psychosocial, IV medications, and pain schedule. The nurses will check a box specific to each patient with higher scores indicating higher acuity tasks. Unit specific tasks such as TPW (temporary pacing wires) wires are incorporated compared to the referenced patient acuity tool <xref ref-type="bibr" rid="scirp.144760-8">
      [8]
     </xref> <xref ref-type="bibr" rid="scirp.144760-9">
      [9]
     </xref>. Also, some items have different scores, such as high fall risk being scored a 2 rather than a 4 <xref ref-type="bibr" rid="scirp.144760-9">
      [9]
     </xref>. Each nurse will tally up all pertinent boxes relevant to the patient to give a score for each patient at the end of the shift. Scores that are between 1 - 7 are considered low acuity, 8 - 15 are considered medium acuity, and anything 15+ is considered high acuity. <xref ref-type="fig" rid="fig1">
      Figure 1
     </xref> details a modified patient acuity tool with unit specific tasks. Nurses are encouraged to add any additional comments, and unique patient needs when necessary; for example, IV medications that require special attention need to be addressed, whether its frequency, strength, etc. should be written and explained. After all scores are tallied up, the charge nurse will assign patients equitably for all nurses; for example, nurse A cannot take a 4-patient assignment with scores: 15, 20, 11, and 8 and nurse B takes an assignment with scores: 3, 4, 8, and 9. The total score for nurse A will be 54 versus the total score for nurse B is 24. A disproportionate score disparity of 20 will be considered too much, which will result in nurse dissatisfaction with assignment. This distribution of patient acuity scores that affects creating fair nursing assignments.</p>
    <fig id="fig1" position="float">
     <label>Figure 1</label>
     <caption>
      <title>Figure 1. Patient acuity tool.</title>
     </caption>
     <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/1442523-rId13.jpeg?20250814110550" />
    </fig>
   </sec>
  </sec><sec id="s3">
   <title>3. 6 Month Tracking of Patient Acuity Tool</title>
   <p>
    <xref ref-type="fig" rid="figFigures 2-7">
     Figures 2-7
    </xref> are graphs of acuity tools gather each day for 6 months. All acuity tools at the end of the shift, both day and night, are collected and are tallied up to capture how many low, medium, and high acuity patients at a given day. Some days are missing due to staff forgetting to complete the acuity tool, not having enough time, or indifference towards filling out the tool.</p>
   <fig id="fig2" position="float">
    <label>Figure 2</label>
    <caption>
     <title>Figure 2. Acuity over the month of March 2024.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/1442523-rId14.jpeg?20250814110551" />
   </fig>
   <fig id="fig3" position="float">
    <label>Figure 3</label>
    <caption>
     <title>Figure 3. Acuity over the month of April 2024.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/1442523-rId15.jpeg?20250814110551" />
   </fig>
   <fig id="fig4" position="float">
    <label>Figure 4</label>
    <caption>
     <title>Figure 4. Acuity over the month of May 2024.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/1442523-rId16.jpeg?20250814110551" />
   </fig>
   <fig id="fig5" position="float">
    <label>Figure 5</label>
    <caption>
     <title>Figure 5. Acuity over the month of June 2024.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/1442523-rId17.jpeg?20250814110551" />
   </fig>
   <fig id="fig6" position="float">
    <label>Figure 6</label>
    <caption>
     <title>Figure 6. Acuity over the month of July 2024.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/1442523-rId18.jpeg?20250814110551" />
   </fig>
   <fig id="fig7" position="float">
    <label>Figure 7</label>
    <caption>
     <title>Figure 7. Acuity over the month of August 2024.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/1442523-rId19.jpeg?20250814110551" />
   </fig>
  </sec><sec id="s4">
   <title>4. Results</title>
   <p>
    <xref ref-type="table" rid="table2">
     Table 2
    </xref> and <xref ref-type="table" rid="table3">
     Table 3
    </xref> details the post-intervention survey after implementation for 6 months. Overall, the staff was satisfied with the assignments. Question 6 addressed whether the acuity tool was easy to fill out; 95% of responses were satisfied. Question 5 addressed whether geographical distribution has any consideration for making assignments. 46% of respondents feel that geographical distribution should be considered when making the assignment. Question 8 positive comments: “simple”, “easy to use”, “quick to fill out”, “it shows how difficult the patient is”, “consideration of time required for individual patient needs by dividing up the workload”, “the scoring was helpful”, “putting on paper why or why not patient is heavy”, “helpful in making the assignment”, and “detailed”. Improvements on the patient acuity tool suggested including “certain IV medications (Bumex, Lasix, Milrinone) at a score of 3”, “High fall risk should be a 3”, “increasing scores on antibiotics and tube feeding”, “a score for blood sugar checks”, and “a score for sitter needs, both virtual and ‘at bedside’”.</p>
   <table-wrap id="table2">
    <label>
     <xref ref-type="table" rid="table2">
      Table 2
     </xref></label>
    <caption>
     <title>
      <xref ref-type="bibr" rid="scirp.144760-"></xref>Table 2. Post-intervention survey responses: 22 surveys.</title>
    </caption>
    <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
     <tr> 
      <td rowspan="9" class="acenter" width="15.10%"><p style="text-align:center"></p></td> 
      <td class="aleft" width="84.90%" colspan="3"><p style="text-align:left">Question 1—Are you happy with your assignment.</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="84.90%" colspan="3"><p style="text-align:left">Question 2—Assignments are created fair and equitable.</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="84.90%" colspan="3"><p style="text-align:left">Question 3—If you feel that the assignment is not equitable, please describe why?</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="84.90%" colspan="3"><p style="text-align:left">Question 4—For those who did the role of the charge RN, do the scores reflect the best of the nurse’s knowledge when making nursing assignment?</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="84.90%" colspan="3"><p style="text-align:left">Question 5— Geographic distribution is more/less/same in consideration for making assignment.</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="84.90%" colspan="3"><p style="text-align:left">Question 6—Is the acuity tool easy to use and fill out?</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="84.90%" colspan="3"><p style="text-align:left">Question 7—Do you feel this acuity tool has improved your satisfaction with your workflow? In other words, do you feel this acuity tool has improved the unit as a whole?</p></td> 
     </tr> 
     <tr> 
      <td class="custom-bottom-td aleft" width="84.90%" colspan="3"><p style="text-align:left">Question 8—If you have any suggestions on what to improve or what you like about the acuity tool please describe.</p></td> 
     </tr> 
     <tr> 
      <td class="custom-bottom-td custom-top-td acenter" width="28.68%"><p style="text-align:center">Dissatisfied</p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="25.19%"><p style="text-align:center">Satisfied</p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="31.03%"><p style="text-align:center">% of satisfied/total surveys</p></td> 
     </tr> 
     <tr> 
      <td class="custom-top-td acenter" width="15.10%"><p style="text-align:center">Question 1</p></td> 
      <td class="custom-top-td acenter" width="28.68%"><p style="text-align:center">7</p></td> 
      <td class="custom-top-td acenter" width="25.19%"><p style="text-align:center">15</p></td> 
      <td class="custom-top-td acenter" width="31.03%"><p style="text-align:center">68%</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="15.10%"><p style="text-align:center">Question 2</p></td> 
      <td class="acenter" width="28.68%"><p style="text-align:center">5</p></td> 
      <td class="acenter" width="25.19%"><p style="text-align:center">17</p></td> 
      <td class="acenter" width="31.03%"><p style="text-align:center">77%</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="15.10%"><p style="text-align:center">Question 4</p></td> 
      <td class="acenter" width="28.68%"><p style="text-align:center">4</p></td> 
      <td class="acenter" width="25.19%"><p style="text-align:center">8</p></td> 
      <td class="acenter" width="31.03%"><p style="text-align:center">67%</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="15.10%"><p style="text-align:center">Question 6</p></td> 
      <td class="acenter" width="28.68%"><p style="text-align:center">1</p></td> 
      <td class="acenter" width="25.19%"><p style="text-align:center">21</p></td> 
      <td class="acenter" width="31.03%"><p style="text-align:center">95%</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="15.10%"><p style="text-align:center">Question 7</p></td> 
      <td class="acenter" width="28.68%"><p style="text-align:center">5</p></td> 
      <td class="acenter" width="25.19%"><p style="text-align:center">17</p></td> 
      <td class="acenter" width="31.03%"><p style="text-align:center">77%</p></td> 
     </tr> 
    </table>
   </table-wrap>
   <table-wrap id="table3">
    <label>
     <xref ref-type="table" rid="table3">
      Table 3
     </xref></label>
    <caption>
     <title>
      <xref ref-type="bibr" rid="scirp.144760-"></xref>Table 3. Question 5: Geographic distribution is more/less/same in consideration for making assignment.</title>
    </caption>
    <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
     <tr> 
      <td class="custom-bottom-td acenter" width="36.64%"><p style="text-align:center">Answer</p></td> 
      <td class="custom-bottom-td acenter" width="31.67%"><p style="text-align:center">Number of responses</p></td> 
      <td class="custom-bottom-td acenter" width="31.69%"><p style="text-align:center">% of response/total surveys</p></td> 
     </tr> 
     <tr> 
      <td class="custom-top-td acenter" width="36.64%"><p style="text-align:center">consideration</p></td> 
      <td class="custom-top-td acenter" width="31.67%"><p style="text-align:center">10</p></td> 
      <td class="custom-top-td acenter" width="31.69%"><p style="text-align:center">45%</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="36.64%"><p style="text-align:center">Can go either or</p></td> 
      <td class="acenter" width="31.67%"><p style="text-align:center">8</p></td> 
      <td class="acenter" width="31.69%"><p style="text-align:center">36%</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="36.64%"><p style="text-align:center">Does not affect my assignment</p></td> 
      <td class="acenter" width="31.67%"><p style="text-align:center">4</p></td> 
      <td class="acenter" width="31.69%"><p style="text-align:center">18%</p></td> 
     </tr> 
    </table>
   </table-wrap>
   <p>Nursing participants agreed that the patient acuity tool is effective in prioritizing care that influences the fairness of acuity distribution with the nursing assignment. With the ease of the tool, confusion and disagreements decrease because there exists a systematic way in categorizing patient acuity. Therefore, a nurse with four patients and another with three patients can feel satisfied knowing the rationale behind the distribution rather than strictly basing the assignment on nurse-to-patient ratios <xref ref-type="bibr" rid="scirp.144760-2">
     [2]
    </xref>.</p>
  </sec><sec id="s5">
   <title>5. Strengths and Limitations</title>
   <p>One of the strengths highlighted was the fairness of the assignment. Another noteworthy discussion was being able to rationalize the workload. Many respondents cite that the acuity tool greatly captures the patients’ acuity with many saying that it helps create fair nursing assignments. The charge nurses that were responsible for creating the nursing assignment for the oncoming shift utilize the patient acuity tool in creating the assignment. 67% of charge nurses utilize the patient acuity tool in creating the assignment. Eastman &amp; Kernan highlighted 92% of 13 charge nurses survey respondents utilized the tool in creating the nursing assignment <xref ref-type="bibr" rid="scirp.144760-3">
     [3]
    </xref>. In this project, 77% of nurses surveyed were satisfied with their work citing that the patient acuity tool has improved the unit.</p>
   <p>Despite the flexibility and strengths outlined in the project, there are limitations. Compliance is needed to sustain the usage of the patient acuity tool, May 2024 did not capture several days of the patient acuity tool and subsequent months; moreover, Powel and Ingram noted during their study, charge nurses taking a patient assignment when nurse census was low, who oversaw the nursing assignment, were unable to capture and utilize the tool data to make the nursing assignment heavily influenced whether the staff could or could not fill out the tool <xref ref-type="bibr" rid="scirp.144760-9">
     [9]
    </xref>. Another noteworthy limitation is the valuation of the scoring, which could be subjective judgments based on a multitude of factors: education, nurses’ experiences, administration, etc. So, expert nurses should evaluate the content validity of each individual acuity item <xref ref-type="bibr" rid="scirp.144760-6">
     [6]
    </xref>. Finally, the generalizability of the tool is limited because the patient acuity tool was only implemented in one unit from a hospital. Johnson et al. implementation study noted that a small sample size limits generalization <xref ref-type="bibr" rid="scirp.144760-10">
     [10]
    </xref>.</p>
  </sec><sec id="s6">
   <title>6. Conclusion</title>
   <p>The utilization of the patient acuity tool has positive influences on nursing assignments. Replicating this study in another unit is essential to evaluate the reliability of a patient’s acuity tool. By assessing a unit’s patient acuity and creating a unit specific patient acuity tool, fair nursing assignments can be created.</p>
  </sec>
 </body><back>
  <ref-list>
   <title>References</title>
   <ref id="scirp.144760-ref1">
    <label>1</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Al-Dweik, G. and Ahmad, M. (2020) The Effect of Patients’ Acuity Level on Nurses Shift Assignment in Jordan: A Qualitative Approach. Journal of Nursing Measurement, 28, 404-418. &gt;https://doi.org/10.1891/jnm-d-18-00101
    </mixed-citation>
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