Index evaluation and analysis system for nursing subject
By designing an indicator evaluation and analysis system for the nursing discipline, combined with the condition assessment and nursing assessment module, the problem that the existing system cannot accurately measure the professional ability of nursing staff to deal with complex diseases is solved, and more accurate and comprehensive evaluation results are achieved.
Patent Information
- Application Number
- CN202510142867.9
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2025-02-10
- Publication Date
- 2025-05-30
AI Technical Summary
The existing nursing staff professional assessment system cannot accurately measure the professional ability of nursing staff in dealing with complex conditions, and ignores the dynamic changes in the patient's condition and the complexity and diversity of nursing work.
An indicator evaluation and analysis system for nursing disciplines was designed, and patient data was collected and entered through the data collection module and the entry module. The condition evaluation module and the nursing evaluation module were used to calculate the incidence of pressure ulcers, falls, infections and other symptoms, nursing duration, turnover time and other indicators, and comprehensively analyzed to reflect the professional ability of nursing staff.
The system can more accurately reflect the professional ability of nursing staff to deal with complex diseases, taking into account the patient's condition and nursing skills of nursing staff, improving the accuracy and comprehensiveness of evaluation results.
Smart Images

Figure CN120072229A_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to the technical field of medical care, and specifically to an index evaluation and analysis system for the nursing discipline. Background Art
[0002] With the rapid development of modern medicine and the continuous enhancement of people's health awareness, the status of the nursing industry in the medical system has become increasingly important. Patients' requirements for nursing services are no longer limited to basic disease care, but they pay more attention to the professionalism of nursing.
[0003] Usually, the professionalism of nursing staff is evaluated relying on manual statistics and evaluation systems. Manual statistics not only consume a large amount of manpower, time and energy, but also are prone to inaccurate and incomplete data. Existing evaluation systems usually substitute values such as duration and shift for calculation to determine the professional standards of nursing staff.
[0004] Although existing evaluation systems to a certain extent utilize information technology means to calculate the professional standards of nursing staff by substituting values such as duration and shift, which represents a certain progress compared with traditional manual statistics and subjective evaluations, many problems still emerge in practical applications. During the process of nursing staff providing care to patients, the patients' conditions are complex and changeable, and various different symptoms will appear due to the conditions, such as being prone to pressure sores, prone to falls and prone to infections. However, existing evaluation systems often ignore these dynamic changes in patients' conditions as well as the complexity and diversity of nursing work. They do not fully consider the special needs of patients with different conditions for nursing work and cannot accurately measure the professional capabilities demonstrated by nursing staff when dealing with complex symptoms. Summary of the Invention
[0005] Aiming at the deficiencies of the prior art, the present invention provides an index evaluation and analysis system for the nursing discipline, which solves the problem that although existing evaluation systems utilize information technology means to substitute values such as duration and shift for calculation of the professional standards of nursing staff, showing progress compared with traditional manual statistics and subjective evaluations, in practical applications, they often ignore the dynamic changes in patients' conditions and the complexity and diversity of nursing work, do not fully consider the special needs of patients with different conditions for nursing, and cannot accurately measure the professional capabilities of nursing staff when dealing with complex symptoms.
[0006] To achieve the above object, the present invention is realized through the following technical solutions: An index evaluation and analysis system for the nursing discipline, including a data collection module and an input module. The data collection module collects various data of the nursing patients, and the input module enters the data into different calculation modules for analysis according to the patient's condition. An index setting module is connected to the data collection module, and the index setting module sets different thresholds. When the calculation result exceeds the threshold, it is determined as different threshold standards, including excellent, qualified, and unqualified. An evaluation and analysis module is connected to the index setting module. Multiple different calculation formulas are designed in the evaluation and analysis module, and corresponding formulas are selected for calculation and analysis according to the patient's situation. The input module is connected to the evaluation and analysis module, and the input module classifies according to the patient's situation during the process of entering the patient. The evaluation and analysis module includes a disease condition evaluation module and a nursing evaluation module. The disease condition evaluation module includes a pressure ulcer calculation module, a fall calculation module, and an infection calculation module. Different calculation formulas are set in the pressure ulcer calculation module, the fall calculation module, and the infection calculation module, which are used to calculate the incidence rates of pressure ulcers, falls, and infections of the patients. The nursing evaluation module includes an average nursing duration calculation module and a patient turnover time calculation module, which are used to calculate and analyze the nursing time and turnover duration of the patients, and comprehensively analyze the nursing indicators of the patients. An early warning reminder module is connected to the evaluation and analysis module, and the early warning reminder module timely reminds the medical staff when unqualified data appears.
[0007] Preferably, the specific formula in the pressure ulcer calculation module is:
[0008]
[0009] Where: PR represents the incidence rate of pressure ulcers; N pr represents the number of cases of pressure ulcers; N total represents the total number of inpatients during the same period.
[0010] Preferably, the scoring standard in the pressure ulcer calculation module is: when PR ≤ 1%, the score is excellent; between 1% - 3%, the score is good; between 3% - 5%, the score is qualified; exceeding 5% is unqualified.
[0011] Preferably, the specific formula in the fall calculation module is:
[0012]
[0013] Where: FR represents the incidence rate of falls; N fr represents the number of cases of falls; N total represents the total number of inpatients during the same period.
[0014] Preferably, the scoring criteria in the fall calculation module are as follows: when FR ≤ 0.5%, the score is excellent; when it is between 0.5% and 1%, the score is good; when it is between 1% and 2%, the score is qualified; when it exceeds 2%, it is unqualified.
[0015] Preferably, the specific formula in the infection calculation module is:
[0016]
[0017] Where: HIR represents the hospital infection incidence rate; N hir represents the number of hospital infection cases; N total represents the total number of inpatients during the same period.
[0018] Preferably, the scoring criteria in the infection calculation module are as follows: when HIR ≤ 3%, the score is excellent; when it is between 3% and 5%, the score is good; when it is between 5% and 8%, the score is qualified; when it exceeds 8%, it is unqualified.
[0019] Preferably, the specific formula in the average nursing duration calculation module is:
[0020]
[0021] Where: ANL represents the average nursing duration; T total represents the total duration of all nursing operations; C total represents the total number of nursing operations.
[0022] Preferably, the scoring criteria in the average nursing duration calculation module are: if ( is the industry average level), the score is excellent; when it is between and within the range, the score is good; when it is between and the score is qualified; when it exceeds it is unqualified.
[0023] Preferably, the specific formula in the patient turnover time calculation module is:
[0024] PCT = T out -T in
[0025] Where: PCT represents the patient turnover time; T out represents the patient discharge time; T in represents the patient admission time;
[0026] The scoring criteria in the patient turnover time calculation module are: when ( is the industry average level), the score is excellent; within to range, the score is good; within to between, the score is qualified; exceeding is unqualified.
[0027] The present invention provides an index evaluation and analysis system for the nursing discipline. It has the following beneficial effects:
[0028] 1. By dividing the evaluation module into two parts, namely the disease condition evaluation module and the nursing evaluation module, the disease condition evaluation module can calculate the incidence rates of complex disease conditions such as pressure ulcers, falls, and infections, taking into account the special needs of different disease conditions; the nursing evaluation module analyzes key nursing indicators such as nursing duration and patient turnover time. By combining the results of the two, it can comprehensively and accurately reflect the professional capabilities of nursing staff in dealing with various situations, overcoming the defect of the existing evaluation system that only relies on single-dimensional evaluations such as duration and shifts, and greatly improving the accuracy of the evaluation results.
[0029] 2. By separately evaluating the disease condition and nursing work, the system can take into account the disease condition of the patient and the nursing skills of the nursing staff, avoiding evaluation biases caused by ignoring one side. The disease condition evaluation module focuses on the health status of the patient, and the nursing evaluation module pays attention to the actual operations of the nursing staff. The two complement each other to achieve a comprehensive evaluation of the nursing work.
[0030] 3. In the process of calculating pressure ulcers, falls, and infections, different calculation formulas are used respectively, accurately calculating according to the characteristics of each disease condition, fully considering various factors that cause pressure ulcers, falls, and infections, such as the patient's physical condition, ward environment, etc. Compared with the traditional general evaluation method, it can more accurately reflect the actual situation and provide more targeted data support for subsequent nursing decisions. BRIEF DESCRIPTION OF THE DRAWINGS
[0031] Figure 1 is a perspective view of the present invention. DETAILED DESCRIPTION OF THE EMBODIMENTS
[0032] The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings of the present invention. Obviously, the described embodiments are only a part of the embodiments of the present invention, rather than all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative efforts shall fall within the protection scope of the present invention.
[0033] Example:
[0034] Please refer to the attached Figure 1 An index evaluation and analysis system for the nursing discipline provided by an embodiment of the present invention includes a data collection module and an input module. The data collection module collects various data of nursing patients, and the input module enters the data into different calculation modules for analysis according to the patient's condition to further ensure the accuracy of the analysis. An index setting module is connected to the data collection module, and the index setting module sets different thresholds. When the calculation result exceeds the threshold, it is determined as different threshold standards, including excellent, qualified, and unqualified. An evaluation and analysis module is connected to the index setting module. Multiple different calculation formulas are designed in the evaluation and analysis module, and corresponding formulas are selected for calculation and analysis according to the patient's situation to further improve the accuracy of nursing indexes. The input module is connected to the evaluation and analysis module, and the input module classifies patients according to their situations during the input process, including pressure ulcer patients, fall patients, and infection patients.
[0035] The evaluation and analysis module includes a disease condition evaluation module and a nursing evaluation module. The disease condition evaluation module includes a pressure ulcer calculation module, a fall calculation module, and an infection calculation module; different calculation formulas are set in the pressure ulcer calculation module, the fall calculation module, and the infection calculation module to calculate the incidence rates of pressure ulcers, falls, and infections of patients. The nursing evaluation module includes an average nursing duration calculation module and a patient turnover time calculation module to calculate and analyze the nursing time and turnover duration of patients and comprehensively analyze the nursing indexes of patients;
[0036] The specific formula in the pressure ulcer calculation module is:
[0037]
[0038] Where: PR represents the incidence rate of pressure ulcers; N pr represents the number of cases of pressure ulcers; N total represents the total number of inpatients during the same period;
[0039] The scoring standard in the pressure ulcer calculation module is: when PR ≤ 1%, the score is excellent; between 1% - 3%, the score is good; between 3% - 5%, the score is qualified; exceeding 5% is unqualified.
[0040] The specific formula in the fall calculation module is:
[0041]
[0042] Where: FR represents the incidence rate of falls; N fr represents the number of cases of falls; N total represents the total number of inpatients during the same period
[0043] The scoring criteria in the fall calculation module are as follows: when FR ≤ 0.5%, the score is excellent; when it is between 0.5% and 1%, the score is good; when it is between 1% and 2%, the score is qualified; when it exceeds 2%, it is unqualified.
[0044] The specific formula in the infection calculation module is as follows:
[0045]
[0046] where: HIR represents the hospital infection rate; N hir represents the number of hospital infection cases; N total represents the total number of inpatients during the same period.
[0047] The scoring criteria in the infection calculation module are as follows: when HIR ≤ 3%, the score is excellent; when it is between 3% and 5%, the score is good; when it is between 5% and 8%, the score is qualified; when it exceeds 8%, it is unqualified.
[0048] The nursing assessment module includes an average nursing duration module and a patient turnover time module.
[0049] The specific formula in the average nursing duration calculation module is as follows:
[0050]
[0051] where: ANL represents the average nursing duration; T total represents the total duration of all nursing operations; C total represents the total number of nursing operations;
[0052] The scoring criteria in the average nursing duration calculation module are as follows: if ( is the industry average level), the score is excellent; when it is between to the score is good; when it is between to the score is qualified; when it exceeds it is unqualified.
[0053] The specific formula in the patient turnover time calculation module is as follows:
[0054] PCT = T out -T in
[0055] where: PCT represents the patient turnover time; T out represents the patient's discharge time; T in represents the patient's admission time;
[0056] The scoring criteria in the patient turnover time calculation module are as follows: When ( is the industry average level), the score is excellent; within to range, the score is good; between to , the score is qualified; exceeding is unqualified.
[0057] An early warning reminder module is connected to the evaluation and analysis module, and the early warning reminder module timely reminds medical staff when unqualified data appears.
[0058] Comparative experiment:
[0059] I. Experiment preparation
[0060] Selection of experimental subjects: Two hospitals with similar scales and department settings are selected and marked as Hospital A and Hospital B respectively. From each hospital, four departments including internal medicine, surgery, obstetrics and gynecology, and pediatrics are randomly selected, and 50 inpatients are randomly selected from each department as experimental subjects, for a total of 400 patients.
[0061] Experiment grouping: 200 patients in Hospital A are used as the experimental group, and the nursing evaluation is carried out using the nursing discipline index evaluation and analysis system of the present invention; 200 patients in Hospital B are used as the control group, and the nursing evaluation is carried out using the conventional evaluation method (only substituting values such as duration and shifts for calculation).
[0062] II. Experiment steps
[0063] Data collection: Before the experiment starts, the data collection module of the system of the present invention is used to comprehensively collect various nursing data of the patients in the experimental group, including patient basic information, condition changes, nursing operation records, etc.; the control group collects relevant data such as duration and shifts according to the conventional method.
[0064] Evaluation implementation:
[0065] Experimental group: Through the input module, the patients are input into different calculation modules according to their conditions. After the threshold is set by the index setting module, the evaluation and analysis module selects the corresponding calculation formula according to the patient's situation for calculation and analysis. The pressure sore calculation module, fall calculation module, and infection calculation module in the condition evaluation module calculate the corresponding incidence rates respectively; the average nursing duration calculation module and patient turnover time calculation module in the nursing evaluation module calculate the nursing time and turnover duration.
[0066] Control group: According to the conventional evaluation method, substitute values such as duration and shifts for calculation to obtain the professional standard evaluation results of the nursing staff.
[0067] Continuous monitoring: During the patient's hospitalization, relevant data of the experimental group and the control group were continuously collected, and an evaluation update was conducted once a week to record the changes in various indicators during the nursing process.
[0068] Result statistics: After the patients were discharged, various evaluation results of the experimental group and the control group were statistically analyzed, including the evaluation scores of indicators such as the incidence of pressure ulcers, the incidence of falls, the incidence of infections, the average nursing duration, and the patient turnover time, as well as the distribution of the number of excellent, good, qualified, and unqualified people obtained according to the scoring criteria.
[0069] III. Experimental data
[0070]
[0071]
[0072] It can be seen from the above data that the experimental group is superior to the control group in all evaluation indicators, which fully reflects the significant advantages of the nursing discipline index evaluation and analysis system of the present invention in improving evaluation accuracy, reducing the incidence of adverse events, and improving nursing efficiency.
[0073] Although the embodiments of the present invention have been shown and described, it will be understood by those of ordinary skill in the art that various changes, modifications, substitutions, and variations can be made to these embodiments without departing from the principles and spirit of the present invention, and the scope of the present invention is defined by the appended claims and their equivalents.
Claims
1. A nursing indicator evaluation and analysis system, characterized in that: It includes a data acquisition module and an input module. The data acquisition module collects various data of nursing patients. The input module inputs the data into different calculation modules for analysis according to the patient's condition. The data acquisition module is connected to an indicator setting module. The indicator setting module sets different thresholds. When the calculation result exceeds the threshold, it is judged as different threshold standards, including excellent, qualified and unqualified. The indicator setting module is connected to an evaluation and analysis module. There are multiple groups of different calculation formulas designed in the evaluation and analysis module. The corresponding formula is selected for calculation and analysis according to the patient's condition. The input module is connected to the evaluation and analysis module. In the process of entering the patient's condition, the input module The patients are classified according to their conditions. The evaluation and analysis module includes a condition evaluation module and a nursing evaluation module. The condition evaluation module includes a pressure sore calculation module, a fall calculation module and an infection calculation module. Different calculation formulas are set in the pressure sore calculation module, the fall calculation module and the infection calculation module to calculate the incidence of pressure sores, falls and infections in patients. The nursing evaluation module includes an average nursing time calculation module and a patient turnover time calculation module to calculate and analyze the nursing time and turnover time of patients, and comprehensively analyze the nursing indicators of patients. The evaluation and analysis module is connected to an early warning reminder module, which promptly reminds medical staff when unqualified data appears.
2. According to claim 1, a nursing subject indicator evaluation and analysis system is characterized in that: The specific formula in the pressure sore calculation module is: Where: PR represents the incidence rate of pressure sores; N pr Indicates the number of cases of pressure sores; N total Represents the total number of hospitalized patients during the same period.
3. The indicator evaluation and analysis system for nursing discipline according to claim 1 is characterized in that: The scoring criteria in the pressure sore calculation module are: when PR ≤ 1%, the score is excellent; between 1%-3%, the score is good; between 3%-5%, the score is qualified; and more than 5% is unqualified.
4. The indicator evaluation and analysis system for nursing discipline according to claim 1 is characterized in that: The specific formula in the fall calculation module is: Where: FR represents the incidence rate of falls; N fr Indicates the number of falls; N total Represents the total number of hospitalized patients during the same period.
5. The indicator evaluation and analysis system for nursing discipline according to claim 1 is characterized in that: The scoring criteria in the fall calculation module are: when FR≤0.5%, the score is excellent; between 0.5%-1%, the score is good; between 1%-2%, the score is qualified; and more than 2% is unqualified.
6. The indicator evaluation and analysis system for nursing discipline according to claim 1 is characterized in that: The specific formula in the infection calculation module is: Where: HIR represents the incidence of hospital infection; N hir N represents the number of hospital infection cases; total Represents the total number of hospitalized patients during the same period.
7. The indicator evaluation and analysis system for nursing discipline according to claim 1 is characterized in that: The scoring criteria in the infection calculation module are: when HIR≤3%, the score is excellent; between 3%-5%, the score is good; between 5%-8%, the score is qualified; and over 8% is unqualified.
8. The indicator evaluation and analysis system for nursing discipline according to claim 1 is characterized in that: The specific formula in the average nursing time calculation module is: Among them: ANL represents the average nursing time; T total Indicates the total duration of all nursing operations; C total Indicates the total number of nursing operations.
9. The indicator evaluation and analysis system for nursing discipline according to claim 1 is characterized in that: The scoring criteria in the average nursing time calculation module are: ( is the industry average), and the score is excellent; arrive In the range, the score is good; arrive Between, the score is qualified; more than It is unqualified.
10. The indicator evaluation and analysis system for nursing discipline according to claim 1 is characterized in that: The specific formula in the patient turnover time calculation module is: PCT=T out -T in Where: PCT represents patient turnover time; T out Indicates the time when the patient was discharged from hospital; T in Indicates the time of admission of the patient; The scoring criteria in the patient turnaround time calculation module are: ( is the industry average), and the score is excellent; arrive In the range, the score is good; arrive Between, the score is qualified; more than It is unqualified.