Related Experiment Video
Updated: Jun 10, 2026

07:08
Estimate the Cognitive Load Using Electrocardiographic Measure: A Human-AI Collaborative Task
Published on: December 5, 2025
Comparison of nurse workload approaches.
Susan Beswick1, Pamela D Hill, Mary Ann Anderson
1Trinity Medical Center, Rock Island, IL, USA.
Journal of Nursing Management
|July 20, 2010
Summary
The midnight census alone is insufficient for accurately measuring hospital nursing workload. Including patient admissions and discharges is crucial for precise nursing care costing and staffing.
Area of Science:
- Nursing
- Healthcare Management
- Hospital Operations
Background:
- The midnight census is the standard metric for hospital nursing workload and staffing decisions.
- Current methods, like hours per patient day (HPPD) based on midnight census, inadequately reflect 24-hour nursing needs and staffing variations.
- A discrepancy exists between nurse managers' real-time patient needs assessment and financial analysts' reliance on midnight data.
Purpose of the Study:
- To compare intra-day nursing workload variations with projections based solely on the midnight census.
- To evaluate the impact of including patient admissions and discharges on nursing workload calculations.
Main Methods:
- Collected patient census data at four time points: 06:00, 14:00, 22:00, and midnight.
- Calculated projected nursing hours based on intra-day census data.
- Incorporated patient admissions and discharges into nursing hour projections for 8-hour periods.
Main Results:
- Observed statistically significant increases in patient counts at 06:00 and decreases at 14:00 and 22:00 compared to the midnight census.
- No significant difference in daily nursing hour projections when comparing intra-day versus midnight census alone.
- Statistically significant increases in nursing hour projections across all shifts when accounting for the workload of patient admissions and discharges.
Conclusions:
- The midnight census is an imprecise measure for predicting nursing workload and costing nursing care.
- Accurate 24-hour nursing workload assessment requires incorporating the nursing activities associated with patient admissions and discharges.
- A new model is needed to accurately cost and potentially bill for direct nursing care, reflecting the true hospital nursing workload.
Related Concept Videos
Current Trends in Nursing II
Trends in nursing are multifactorial and associated with changes in society, within the nursing profession, and in other professions. Notably, telehealth and remote nursing contribute to successful healthcare delivery for numerous patients and help reduce stress for nurses due to nursing shortages. Nurses can reach patients, monitor their conditions, and interact with them using computers, audio, visual accessories, and telephones—for example, remote patient monitoring systems. Likewise,...
Current Trends in Nursing I
Current trends in nursing include:
Nursing Assessment
The two sources for collecting information are primary and secondary. After gathering information, interpretation and validation help to complete the data. The purpose of assessment is to establish data with the initial information, to interpret data about the patient's perceived needs and health problems, and to respond to these problems identified.
The nurse collects all aspects of the patient's health in the initial assessment, establishing priorities for ongoing focused assessments and...
The nurse collects all aspects of the patient's health in the initial assessment, establishing priorities for ongoing focused assessments and...
Nursing Implementation
Implementation is the execution of the nursing care plan developed during the planning phase.
The five steps to implementing effective nursing care include reassessing the patient, reviewing and revising the existing nursing care plan, organizing the resources and care delivery, anticipating and preventing complications, and implementing nursing interventions.
The five steps to implementing effective nursing care include reassessing the patient, reviewing and revising the existing nursing care plan, organizing the resources and care delivery, anticipating and preventing complications, and implementing nursing interventions.
Planning Nursing Care II
A nursing care plan can present in two forms: informal and formal. Informal is a care plan for the individual use of the nurse and goals they wish to accomplish during their shift. Informal care plans are not included in the patient chart. A formal nursing care plan is a written or computerized guide that organizes patient care. It is further subdivided into two: standardized and individualized care plans. Standardized care plans are pre-populated care plans for specific patient populations,...
Nursing Evaluation
The evaluation stage signals the end of the nursing process. The nurse gathers evaluative data to assess whether or not the patient has attained the expected results. Whereas the nurse collects data in the nursing assessment to identify the patient's health concerns, the evaluation stage data determines if the indicated health issues are resolved. Evaluative data collection includes two sections: the data acquired to evaluate patient outcomes and the time criteria for data collection.
Section...
Section...