Reducing Left Without Being Seen Rates in a Community Hospital Emergency Department: Measure Set, Baseline, and Improvement Plan
Student Name
Department of Health Professions, Southern New Hampshire University
IHP 430: Healthcare Quality Management
Instructor Name
Month Day, Year
Department Profile and Baseline Performance
Cedar Ridge Regional Medical Center is a composite 240-bed community hospital whose emergency department holds 34 treatment spaces and recorded 41,600 visits in the fiscal year running July 1, 2023 through June 30, 2024. Arrivals are not evenly spread: 58 percent land between 11:00 and 23:00, while provider coverage is scheduled in flat 12-hour blocks that do not follow the arrival curve. The department reports to a chief nursing officer and an emergency medicine medical director, and its performance is reviewed monthly by the hospital quality committee. That governance structure matters here because every change proposed below requires either a staffing decision or a physical reconfiguration, and neither sits within the authority of a frontline charge nurse.
Baseline performance across those 12 months establishes the problem. Of the 41,600 registered visits, 1,290 patients left without being seen, a rate of 3.1 percent, against an internal target of 2.0 percent and against rates reported publicly by peer hospitals in the same volume band under the outpatient quality reporting program (Centers for Medicare & Medicaid Services, 2024). Median time from arrival to provider contact was 47 minutes, and the ninetieth percentile was 118 minutes. Median arrival to departure for discharged patients was 218 minutes. Triage began within 10 minutes for 29,536 of 41,600 arrivals, or 71.0 percent. Boarding consumed 11,400 hours over the year, with a median of 164 minutes from admission decision to departure.
Read together, those figures describe a front-end capacity problem rather than a clinical quality problem. Patients who leave without being seen are almost entirely low-acuity arrivals during the afternoon and evening peak, when the wait to reach a provider exceeds the wait a person will tolerate. Boarding contributes by holding treatment spaces that would otherwise cycle, but boarding alone does not account for the door to provider figure, which stays elevated even on days with fewer than five admitted patients holding. Framing the problem as capacity and process rather than as staff effort is the necessary first move, because it aims the intervention at the system producing the delay (Donabedian, 1988).
Measure Set, Aim, and Improvement Method
The measure set is built on the structure, process, and outcome distinction so the department can tell whether a change worked and why. The outcome measures are the rate of patients leaving without being seen, expressed as a percentage of all registered visits each month, and median arrival to departure for discharged patients. The process measures are median door to provider time, the percentage of arrivals triaged within 10 minutes, and the percentage of peak hours with a provider assigned to intake. The structural measure is treatment spaces staffed per hour compared against the hourly arrival curve. Every measure carries a named owner, a defined field in the electronic record, and a monthly reporting date.
The aim statement is deliberately narrow: reduce the rate of patients leaving without being seen from 3.1 percent to 2.0 percent or lower across all emergency department visits within 9 months, with no adverse movement in any balancing measure. Improvement follows the Model for Improvement, using sequential plan-do-study-act cycles rather than one department-wide rollout (Institute for Healthcare Improvement, n.d.). The first cycle assigns an advanced practice provider to intake for 6 hours a day across the arrival peak, on two days out of every seven for 30 days. The second cycle extends that coverage to every day if door to provider time falls. The third opens a vertical care area of six chairs for patients who do not require a bed.
Results are displayed on a monthly p-chart with 12 baseline points, a center line at 3.1 percent, and control limits computed from the monthly denominator, which averages roughly 3,470 visits. Improvement will be claimed only on evidence of special cause, meaning a point beyond a control limit or eight consecutive points below the center line, and not on a favorable comparison between two months (Provost & Murray, 2011). Annotating the chart with the date each cycle began keeps the analysis honest about which change is being credited. The monthly figure is also broken out by day and hour, because a department-level average can conceal a peak that is worsening while the mean improves.
Balancing Measures, Resources, and Accountability
Three balancing measures guard against improvement that is only apparent. The first is the percentage of visits followed by a return within 72 hours that ends in admission, baselined at 333 of 41,600 visits, or 0.8 percent; a rise here would indicate that speed was bought by sending patients home too early. The second is median door to provider time for arrivals triaged at emergency severity index level 2, baselined at 19 minutes, because the intake and vertical care changes pull staff toward lower acuity and the sickest arrivals must not wait longer as a result. The third is emergency department nursing overtime, baselined at 214 hours per pay period.
The resource request is a single line. Six hours of advanced practice provider coverage a day, every day of the year, is 2,190 hours at a fully loaded rate of 85 dollars an hour, or 186,150 dollars annually. Against that, closing the gap from 3.1 percent to 2.0 percent recovers 458 visits a year that currently walk out, and at an estimated contribution margin of 460 dollars for a treat and release visit that is roughly 210,700 dollars. The vertical care area requires six recliners and a monitor bank, quoted at 41,000 dollars in one-time capital. The return is presented to the committee as a range rather than a single number, because contribution margin moves with payer mix.
Accountability is assigned rather than assumed. The emergency medicine medical director owns the intake change, the department nurse manager owns triage timeliness and the vertical care area, and the chief nursing officer sponsors the work at the executive level, which matches the accreditation expectation that leadership rather than a project team owns performance improvement (The Joint Commission, 2024). The run chart and all three balancing measures go to the quality committee on the second Tuesday of each month, and any balancing measure moving adversely for two consecutive months triggers a stop and review instead of a discussion at the end. Sustainment is tested 6 months after the final cycle, because a gain that survives only while the project team is watching was never built into the process (Agency for Healthcare Research and Quality, 2011).
References
Agency for Healthcare Research and Quality. (2011). Improving patient flow and reducing emergency department crowding: A guide for hospitals (AHRQ Publication No. 11(12)-0094). U.S. Department of Health and Human Services. https://www.ahrq.gov
Centers for Medicare & Medicaid Services. (2024). Hospital outpatient quality reporting program: Measure specifications. U.S. Department of Health and Human Services. https://qualitynet.cms.gov
Donabedian, A. (1988). The quality of care: How can it be assessed? JAMA, 260(12), 1743-1748.
Institute for Healthcare Improvement. (n.d.). How to improve: Model for improvement. https://www.ihi.org/resources/how-to-improve
Provost, L. P., & Murray, S. K. (2011). The health care data guide: Learning from data for improvement. Jossey-Bass.
The Joint Commission. (2024). Comprehensive accreditation manual for hospitals. Joint Commission Resources. https://www.jointcommission.org
How this IHP 430 Module 5 example is structured
This IHP 430 Module 5 example runs as three body sheets and a reference list after the title page. In many sections Module 5 asks for an analysis of a real quality problem with measures attached; your classroom instructions decide the exact form and headings. The first body sheet profiles the department and establishes a baseline, because an improvement claim means nothing without a stated starting point and window. The second sheet builds the measure set on the structure, process, and outcome distinction, states an aim, and names the improvement method and the data display that will judge it. The third sheet covers what weaker papers omit: balancing measures, a costed resource request, assigned accountability, and how sustainment will be tested. The hospital and its figures are a composite built for teaching.
IHP 430 Module 5 questions, answered
What does IHP 430 Module 5 usually ask for?
In most sections Module 5 asks for an analysis of a quality problem in a defined department: state a baseline with its window, choose measures, name an improvement method, and account for cost and accountability. The exact form and headings come from your own classroom instructions, so use a sample to see the genre rather than to copy a structure.
What is a balancing measure and why does my paper need one?
A balancing measure watches for harm caused by the improvement itself, such as returns within 72 hours rising because patients were moved through faster. Give each one a baseline and a threshold that triggers review. Papers without balancing measures read as advocacy, since any process can be made to look better if you ignore what it pushes onto somewhere else.
How do I write an aim statement for a quality improvement paper?
State the direction, the magnitude, the population, and the deadline in one sentence: reduce measure X from its baseline value to a target value across a named population within a stated number of months. Attach the baseline window so the starting point is checkable, and add the condition that no balancing measure may worsen.
Write yours, or have the desk draft it
This paper is an original model document written by our desk, not a submitted student paper and not an official Southern New Hampshire University document. Read it for the moves, then write your own to the instructions in your classroom. If you want one built to your exact prompt and rubric, the first custom sample is free and arrives in 24 to 48 hours.