Internet-based nursing staff scheduling method and system

Through the Internet-based nursing staff scheduling method, the historical completion data is used to generate a feature comparison table, priority is given to allocating nursing items and calibration of equal-time duration, which solves the problem of failure to comprehensively consider nursing time and skill level in the traditional scheduling method, and achieves more reasonable and efficient nursing staff scheduling.

CN119313108BActive Publication Date: 2025-02-28SICHUAN ACADEMY OF MEDICAL SCI SICHUAN PROVINCIAL PEOPLES HOSPITAL
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Patent Information

Application Number
CN202411846382.X
Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
Filing Date
2024-12-16
Publication Date
2025-02-28
Estimated Expiration
2044-12-16

AI Technical Summary

Technical Problem

The traditional nursing staff dispatching method fails to effectively comprehensively consider the length of nursing and skill level, resulting in large differences in workload, poor nursing results, and loss of personnel.

Method used

Through the Internet-based nursing staff scheduling method, the nursing duration and skill level are identified using historical completion data, a feature comparison table is generated, and nursing items with high difficulty coefficients are allocated to nursing staff with high skill intensity, and a time-sharing calibration is carried out to ensure that the dispatched nursing table of each nursing staff is reasonably allocated.

Benefits of technology

A comprehensive consideration of nursing duration and skill level is achieved, the workload difference is reduced, the nursing effect is improved, the risk of personnel loss is reduced, and the comprehensiveness and optimization effect of scheduling and allocation are ensured.

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Abstract

The present invention discloses a nursing staff scheduling method and system based on the Internet, which relates to the field of nursing scheduling technology, and solves the problem that if nursing time and nursing skills are not comprehensively considered, there will be a large difference in the workload of allocation and scheduling. The present invention confirms the standard time associated with a certain nursing item for the corresponding nursing staff, and then confirms the average time for different standard time and nursing items in the corresponding set. In the subsequent allocation process, personnel scheduling and allocation are preferentially performed based on a feature comparison table, and then the comprehensive allocation process of the corresponding personnel is confirmed based on the confirmed standard time and the average time. Not only can the nursing staff with a higher difficulty coefficient be effectively allocated to the nursing staff with high skill intensity to achieve the optimal scheduling state, but also the relevant time of each nursing staff in the actual allocation is calibrated and analyzed, so that each nursing staff can achieve the effect of equal distribution.
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Description

Technical Field

[0001] The present invention relates to the technical field of nursing scheduling, and in particular to an Internet-based nursing staff scheduling method and system. Background Art

[0002] In today's society, with the deepening of population aging and people's growing demand for health care, the efficient organization and accurate scheduling of nursing services are becoming more and more critical. The traditional scheduling method of nursing staff mostly relies on manual experience judgment and simple paper record coordination, which faces many difficulties and challenges.

[0003] From the perspective of data management, after the completion of nursing work in the past, a large amount of nursing business-related data, such as the nursing time corresponding to each nursing item, the nursing staff's execution performance and other information, was only scattered in paper files or local electronic spreadsheets, lacking systematic integration and in-depth mining and utilization; this makes it difficult for nursing institutions to fully grasp the actual time-consuming patterns of different nursing staff for various nursing projects, and it is even more impossible to accurately extract valuable personnel skill level and task difficulty assessment indicators, which is seriously insufficient for guiding subsequent scheduling work.

[0004] The scheduling and allocation of nursing staff is generally based on the corresponding management party's actual situation. However, in the actual allocation process, some nursing staff may work longer hours and have poor nursing results, which will cause dissatisfaction among some nursing staff and lead to staff turnover. In the actual allocation process, the nursing time and nursing skills are not comprehensively considered, resulting in large differences in the workload of allocation and scheduling. Summary of the invention

[0005] In view of the deficiencies in the prior art, the present invention provides an Internet-based nursing staff scheduling method and system, which solves the problem that the workload of allocation and scheduling may vary greatly due to the lack of comprehensive consideration of nursing time and nursing skills.

[0006] To achieve the above objectives, the present invention is implemented through the following technical solutions: a nursing staff scheduling method based on the Internet, comprising the following steps:

[0007] Step 1: Identify the nursing time data generated by the nursing staff and the nursing staff corresponding to a nursing item from the historical completion data stored in the Internet, and confirm the characteristic comparison tables of several nursing staff and the nursing staff for the corresponding nursing items based on the confirmed nursing time data. The specific sub-steps are:

[0008] S11, randomly select a group of nursing items, mark the nursing items as pending items, lock the nursing time data of the nursing personnel corresponding to the pending items from the historical completion data, and mark the nursing time data of the nursing personnel for the pending items as SC i , where i=1, 2, ..., n, where n represents the total number of nursing time data, using: Confirm the evaluation value PD of the person to be cared for the item to be processed, wherein Y1 is the standard value associated with the item to be processed, and the standard value is a preset value. For the item to be processed, the evaluation values ​​associated with different persons to be cared for are confirmed in turn, and according to the different evaluation values ​​confirmed by different persons to be cared for, a difficulty comparison table of different persons to be cared for the item to be processed is generated in a descending order of the evaluation values;

[0009] S12, then lock the nursing time data of the nursing staff corresponding to the pending item from the historical completed data, and mark the nursing time data of the nursing staff for the pending item as HC k , where k = 1, 2, ..., m, where m represents the total number of nursing time data, using: Determine the evaluation value CD of the nursing staff for the item to be processed, wherein Y1 is the standard value associated with the item to be processed, and the standard value is a preset value. For the item to be processed, the evaluation values ​​CD associated with different nursing staff are confirmed in turn, and according to the different evaluation values ​​confirmed by different nursing staff, a skill comparison table of different nursing staff for such item to be processed is generated in a manner from small to large according to the evaluation values;

[0010] The difficulty comparison table and skill comparison table confirmed for the item to be processed are used as the feature comparison table of the item to be processed;

[0011] S13, using the same method as steps S11-S12, the feature comparison tables of other items to be processed are determined in turn;

[0012] Step 2: From the nursing time data of the nursing personnel corresponding to each pending item, identify the standard time associated with the corresponding pending item, and record the different standard time associated with different pending items. The specific method is as follows:

[0013] S21, randomly select a group of nursing items and mark them as pending items, confirm the nursing time data associated with the nursing personnel corresponding to the pending items from the historical completion data, and mark them as HL q , where q represents different nursing time data, and the confirmed groups of nursing time data HL q Perform mean processing, confirm the associated mean, and record the confirmed associated mean as the standard duration of the nursing staff for the item to be processed;

[0014] For the same pending items, confirm and record the standard duration associated with other persons to be cared for;

[0015] S22, confirming the standard durations associated with different pending items for different nursing personnel in turn, and making actual records;

[0016] Step 3: For the total set of nursing items requested by the batch to be scheduled, determine the average duration of the corresponding nursing staff according to the number of nursing staff associated with the corresponding batch to be scheduled. The specific method is as follows:

[0017] S31, based on the total set of nursing items requested by the corresponding batch to be scheduled, confirm different nursing items associated with different nursing personnel from the total set of nursing items, and then confirm the standard duration corresponding to the nursing process of the corresponding nursing item by the nursing personnel based on the recorded standard duration, and then sum up several groups of standard durations confirmed in the total set of nursing items to confirm the total value ZH of the standard duration of the total set of nursing items;

[0018] S32, based on the total number of nursing staff G associated with the corresponding batch to be scheduled, the average duration associated with each group of nursing staff is locked, and the average duration = ZH ÷ G;

[0019] Step 4: Based on the total set of confirmed nursing items, prioritize similar nursing items from the total set of nursing items, and prioritize similar nursing items based on the confirmed feature comparison table, and then evenly divide other single-group nursing items to confirm the scheduling nursing table for each nursing staff. The specific method is as follows:

[0020] S41, confirming the same type of nursing items belonging to different nursing personnel from the total set of nursing items, confirming the ranking position of the personnel to be processed from the difficulty comparison table in the feature comparison table based on the feature comparison table associated with the nursing items, re-ranking the nursing personnel according to the order of the ranking positions, confirming the ranking table of the nursing personnel to be processed, and then based on the skill comparison table associated with the feature comparison table, selecting the nursing personnel to be processed and the nursing personnel with the same ranking in the ranking table of nursing personnel and the skill comparison table, and using the standard duration confirmed by the nursing personnel for the nursing items as the allocation duration of the nursing personnel, when the total allocation duration of the nursing personnel exceeds the average duration, completing the allocation work of the nursing personnel, generating the scheduling nursing table of the nursing personnel based on the nursing items assigned to the nursing personnel and the associated nursing personnel to be processed, and removing the nursing personnel who have completed the allocation work from all the skill comparison tables;

[0021] S42, after the allocation of the same type of nursing items is completed, based on the single group of nursing items existing in the total set of nursing items, the feature comparison table confirmed by the single group of nursing items is synchronously confirmed, and the first nursing staff in the skill comparison table in the feature comparison table is directly selected as the allocated staff, and the same processing method as step S41 is adopted to confirm the allocation time of this allocated staff and assess whether it needs to be removed from the skill comparison table, and synchronously confirm the scheduling nursing table of this allocated staff;

[0022] S43. Display the confirmed nursing schedule assigned to each nursing staff.

[0023] Preferably, the total set of nursing items is a preset set, and the time interval between each batch to be scheduled is 24 hours.

[0024] Preferably, an Internet-based nursing staff scheduling system comprises:

[0025] The historical data processing end identifies the nursing time data generated by the nursing personnel and the nursing staff corresponding to a nursing item from the historical completion data pre-stored in the Internet, and confirms the characteristic comparison tables of several nursing personnel and the nursing staff for the corresponding nursing items based on the confirmed nursing time data;

[0026] The standard time processing end identifies the standard time associated with the corresponding item to be processed by the corresponding nursing person from the nursing time data of each item to be processed, and records the different standard time associated with different items to be processed;

[0027] The equal-division duration confirmation terminal, for the total set of nursing items requested by the batch to be scheduled, the total set of nursing items is a preset set, and then according to the number of nursing staff associated with the corresponding batch to be scheduled, the equal-division duration for the corresponding nursing staff is confirmed;

[0028] The personnel scheduling processing end, based on the confirmed total set of nursing items, prioritizes similar nursing items from the total set of nursing items, and based on the confirmed feature comparison table, prioritizes the allocation of similar nursing items, and then evenly divides other single-group nursing items to confirm the scheduling nursing table for each nursing staff.

[0029] The present invention provides an Internet-based nursing staff scheduling method and system. Compared with the prior art, it has the following beneficial effects:

[0030] The present invention confirms the corresponding feature comparison table based on historical completion data. In the feature comparison table, for a single nursing item, the nursing staff with a higher difficulty coefficient and the nursing staff with higher skill intensity can be effectively bundled, so as to facilitate the subsequent associated scheduling of the nursing staff;

[0031] Based on the historical completion data of the corresponding nursing staff, the standard duration associated with the corresponding nursing staff for a certain nursing item is confirmed, and then the average duration is confirmed for different standard durations and nursing items in the corresponding set. In the subsequent allocation process, personnel scheduling and allocation are prioritized based on the feature comparison table, and then the comprehensive allocation process of the corresponding personnel is confirmed based on the confirmed standard duration and average duration. This can not only effectively allocate nursing staff with a higher difficulty coefficient to nursing staff with high skill intensity to achieve the optimal scheduling state, but also calibrate and analyze the relevant duration of each nursing staff in actual allocation, so that each nursing staff can achieve the effect of equal distribution, thereby ensuring the comprehensiveness of scheduling and allocation, and achieving better scheduling and allocation processing effects. BRIEF DESCRIPTION OF THE DRAWINGS

[0032] Figure 1 It is a schematic diagram of the process of the present invention;

[0033] Figure 2 It is a schematic diagram of the principle framework of the present invention. DETAILED DESCRIPTION

[0034] The following will be combined with the drawings in the embodiments of the present invention to clearly and completely describe the technical solutions in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.

[0035] Example 1: Please refer to Figure 1 The present application provides an Internet-based nursing staff scheduling method, comprising the following steps:

[0036] Step 1: From the historical completion data stored in the Internet, identify the nursing time data generated by the nursing personnel and the nursing personnel corresponding to a nursing item (wherein the nursing items include joint training items, muscle strength training items, balance and coordination training items and other different nursing items. The corresponding nursing items and the corresponding nursing personnel, that is, the rehabilitation party, all have corresponding training time data. Similarly, when different nursing personnel perform such nursing items, due to their different professional abilities and strengths, the corresponding nursing time generated is also different. Each nursing item has a corresponding training standard, such as how many meters to walk, how many times to move, etc., and there are different nursing time data for different personnel), and based on the confirmed nursing time data, confirm several characteristic comparison tables of the nursing personnel and the nursing personnel for the corresponding nursing items, wherein the specific sub-steps of determining the characteristic comparison table are:

[0037] S11. Randomly select a group of nursing items, mark the nursing items as pending items, lock the nursing time data of the nursing personnel corresponding to the pending items from the historical completion data, and extract no less than thirty groups of nursing time data, and mark the nursing time data of the nursing personnel for the pending items as SC i , where i=1, 2, ..., n, where n represents the total number of nursing time data, using: Confirm the evaluation value PD of the person to be cared for the item to be processed, wherein Y1 is the standard value associated with the item to be processed, and its standard value is a preset value, and its specific value is formulated by the operator based on experience. For this item to be processed, the evaluation values ​​associated with different persons to be cared for are confirmed in turn, and according to the different evaluation values ​​confirmed by different persons to be cared for, a difficulty comparison table of different persons to be cared for about this type of item to be processed is generated according to the evaluation values ​​from large to small. Specifically, this nursing item is proposed to be A. The larger the evaluation value determined, the greater the difficulty coefficient will be, and the longer the nursing time caused by the corresponding person will be. Similarly, the smaller the corresponding evaluation value is, the smaller the difficulty coefficient will be, and the shorter the nursing time caused by the corresponding person will be. Different persons to be cared for have different severity and nursing difficulties, so the corresponding time will be inconsistent in size, so the corresponding time generated will have inconsistent parameters, and thus a corresponding difficulty comparison table will be generated;

[0038] S12, then lock the nursing time data of the nursing staff corresponding to the pending item from the historical completed data, the extracted nursing time data is not less than thirty groups, and the nursing time data of the nursing staff for this pending item is marked as HC k , where k = 1, 2, ..., m, where m represents the total number of nursing time data, using: Determine the evaluation value CD of this nursing staff on this pending item, wherein Y1 is the standard value associated with this pending item, and its standard value is a preset value. For this pending item, the evaluation values ​​CD associated with different nursing staff are confirmed in turn, and according to the different evaluation values ​​confirmed by different nursing staff, a skill comparison table of different nursing staff on such pending items is generated in a manner of evaluation values ​​from small to large. Specifically, it is proposed that this nursing item is synchronized as A. The larger the evaluation value CD generated, the longer the nursing time caused by the corresponding nursing staff when performing nursing. In actual processing, the nursing staff with a longer nursing time may have poor nursing skills, resulting in too long nursing time. Similarly, for the same nursing item, the nursing staff with a shorter nursing time may have stronger nursing skills, resulting in too short nursing time. Therefore, the nursing staff who are closer to the front in the skill comparison table have a shorter corresponding nursing time, and the nursing staff who are closer to the back have a longer corresponding nursing time.

[0039] The difficulty comparison table and skill comparison table confirmed for the item to be processed are used as the feature comparison table of the item to be processed;

[0040] S13, using the same method as steps S11-S12, the feature comparison tables of other items to be processed are determined in turn;

[0041] Specifically, the proposed nursing items include joint training items, muscle strength training items, and balance and coordination training items. Each different nursing item has different historical completion data. The different historical completion data can be used to determine the feature comparison table corresponding to a certain nursing item based on the performance status of the corresponding data. The feature comparison table contains a difficulty comparison table for the nursing staff and a skill comparison table for the nursing staff. In the difficulty comparison table, the nursing time performance of the corresponding nursing staff in the past nursing process can be displayed in sequence from front to back. The closer to the front, the longer the nursing time in the past. In the feature comparison table, the nursing time of the corresponding nursing staff in the past nursing process can be displayed in sequence from front to back.

[0042] Step 2: From the nursing time data of the nursing personnel corresponding to each pending item, identify the standard time associated with the corresponding pending item, and record the different standard time associated with different pending items. The specific method of determining the standard time is as follows:

[0043] S21, randomly select a group of nursing items and mark them as pending items, confirm the nursing time data associated with the nursing personnel corresponding to the pending items from the historical completion data, and mark them as HL q , where q represents different nursing time data, and the confirmed groups of nursing time data HL q Perform mean processing, confirm the associated mean, and record the confirmed associated mean as the standard duration of the nursing staff for the item to be processed;

[0044] For the same pending items, confirm and record the standard duration associated with other persons to be cared for;

[0045] S22, confirming the standard durations associated with different pending items for different nursing personnel in turn, and making actual records;

[0046] Specifically, the reason for making relevant records is that this pending item is proposed to be A. There is a lot of historical completion data corresponding to a certain person to be cared for on this pending item A. There is a corresponding nursing time in the past historical completion data. The corresponding different time parameters can be confirmed from the existing nursing time. Its different time parameters include a large number of different time values, but such time values ​​can relatively feedback some numerical characteristics. From such time values, by averaging them, the specific time performance of the corresponding person to be cared for on the corresponding pending item can be confirmed, so as to facilitate the subsequent association allocation of different nursing items to complete the specific personnel scheduling process;

[0047] Step 3: For the total set of nursing items requested by the batch to be scheduled (at the end of the day, the corresponding nursing tasks for the next day will be issued, that is, the nursing items that all nursing staff need to perform, and this type of set is prepared in advance by relevant personnel), the total set of nursing items is a preset set, which is prepared in advance by relevant operators. The duration between each batch to be scheduled is generally 24 hours, that is, scheduling is required once a day, and then according to the number of nursing staff associated with the corresponding batch to be scheduled, the equal duration of the corresponding nursing staff is confirmed. The specific sub-steps for confirming the equal duration are:

[0048] S31. Based on the total set of nursing items requested by the corresponding batch to be scheduled (there are multiple groups of identical nursing items in this total set, and the multiple groups of identical nursing items belong to different nursing personnel to be cared for, that is, there are three groups A, B and C that perform synchronous nursing on nursing item A at the same time), confirm the different nursing items associated with different nursing personnel to be cared for from the total set of nursing items, and then confirm the standard duration corresponding to the nursing process of the corresponding nursing item by the nursing personnel to be cared for based on the recorded standard duration, and then sum up the several groups of standard durations confirmed in the total set of nursing items to confirm the total value ZH of the standard duration of the total set of nursing items. Specifically, in step 2, it is determined that there are different standard durations when the corresponding nursing personnel to be cared for perform the nursing of the designated nursing item, so based on the different standard durations associated with the corresponding total set of nursing items, the corresponding total value can be confirmed by summing up;

[0049] S32. Based on the total number of nursing staff G associated with the corresponding batch to be scheduled, the average duration associated with each group of nursing staff is locked (such average duration will be used as the standard duration in the future), and the average duration = ZH ÷ G. The average duration here is the corresponding standard duration in the future, which is convenient for subsequent duration verification to achieve a better standard verification effect. In the subsequent scheduling process, each nursing staff has a more consistent nursing duration to avoid uneven scheduling.

[0050] Step 4: Based on the total set of confirmed nursing items, similar nursing items are preferentially selected from the total set of nursing items, and based on the confirmed feature comparison table, similar nursing items are preferentially allocated, and then other single-group nursing items are evenly divided to confirm the scheduling nursing table for each nursing staff. The specific method of confirmation is:

[0051] S41. Confirm the same type of nursing items belonging to different nursing personnel from the total set of nursing items (that is, if nursing item A is a group of nursing personnel who need nursing A, then extract and confirm them). According to the feature comparison table associated with this nursing item, confirm the ranking position of the nursing personnel from the difficulty comparison table in the feature comparison table, re-sort the nursing personnel according to the order of the ranking positions, confirm the ranking table of nursing personnel, and then, based on the skill comparison table associated with the feature comparison table, select the nursing personnel with the same ranking from the ranking table of nursing personnel and the skill comparison table. The nursing staff and care staff (that is, the nursing staff whose ranking in the ranking list of the nursing staff is 1 and whose ranking in the skill comparison list is also 1) are assigned the standard duration confirmed by the nursing staff for the nursing item as the assigned duration of the nursing staff. When the total assigned duration of the nursing staff exceeds the average duration, the assignment of the nursing staff is completed. Based on the nursing items assigned to the nursing staff and the associated nursing staff, the scheduling nursing table of the nursing staff is generated, and the nursing staff who have completed the assignment work is removed from all the skill comparison lists.

[0052] S42, after the allocation of the same type of nursing items is completed, based on the single group of nursing items existing in the total set of nursing items, the feature comparison table confirmed by the single group of nursing items is synchronously confirmed, and the first nursing staff is directly selected from the skill comparison table in the feature comparison table as the allocated staff (the relevant nursing staff who have completed the allocation work here have been removed from the corresponding skill comparison table, so the first nursing staff can be directly selected for allocation), and the same processing method as step S41 is adopted to confirm the allocation time of this allocated staff and assess whether it needs to be removed from the skill comparison table, and synchronously confirm the scheduling nursing table of this allocated staff;

[0053] S43. Display the confirmed dispatch nursing table of each nursing staff for the management to confirm and complete the specific allocation processing work.

[0054] Specifically, in the actual allocation and processing process, not only can the nursing staff with higher difficulty coefficients be effectively allocated to the nursing staff with higher skill intensity to achieve the optimal scheduling state, but also the relevant time of each nursing staff in the actual allocation can be calibrated and analyzed, so that each nursing staff can achieve the effect of equal distribution, thereby ensuring the comprehensiveness of the scheduling and allocation, and achieving better scheduling and allocation processing effects.

[0055] Embodiment 2: Combination Figure 2 , an Internet-based nursing staff scheduling system, comprising:

[0056] The historical data processing end identifies the nursing time data generated by the nursing personnel and the nursing staff corresponding to a nursing item from the historical completion data pre-stored in the Internet, and confirms the characteristic comparison tables of several nursing personnel and the nursing staff for the corresponding nursing items based on the confirmed nursing time data;

[0057] The standard time processing end identifies the standard time associated with the corresponding item to be processed by the corresponding nursing person from the nursing time data of each item to be processed, and records the different standard time associated with different items to be processed;

[0058] The equal-division duration confirmation terminal, for the total set of nursing items requested by the batch to be scheduled, the total set of nursing items is a preset set, and then according to the number of nursing staff associated with the corresponding batch to be scheduled, the equal-division duration for the corresponding nursing staff is confirmed;

[0059] The personnel scheduling processing end, based on the confirmed total set of nursing items, prioritizes similar nursing items from the total set of nursing items, and based on the confirmed feature comparison table, prioritizes the allocation of similar nursing items, and then evenly divides other single-group nursing items to confirm the scheduling nursing table for each nursing staff.

[0060] Some of the data in the above formulas are dimensionless and numerically calculated. Meanwhile, the contents not described in detail in this specification belong to the prior art known to those skilled in the art.

[0061] The above embodiments are only used to illustrate the technical method of the present invention rather than to limit it. Although the present invention has been described in detail with reference to the preferred embodiments, those skilled in the art should understand that the technical method of the present invention may be modified or replaced by equivalents without departing from the spirit and scope of the technical method of the present invention.

Claims

1. A nursing staff scheduling method based on the Internet, characterized in that: The following steps are involved: Step 1: Identify the nursing time data generated by the nursing staff and the nursing staff corresponding to a nursing item from the historical completion data stored in the Internet, and confirm the characteristic comparison tables of several nursing staff and the nursing staff for the corresponding nursing items based on the confirmed nursing time data. The specific sub-steps are: S11, randomly select a group of nursing items, mark the nursing items as pending items, lock the nursing time data of the nursing personnel corresponding to the pending items from the historical completion data, and mark the nursing time data of the nursing personnel for the pending items as SC i , where i=1, 2, ..., n, where n represents the total number of nursing time data, using: Confirm the evaluation value PD of the person to be cared for the item to be processed, wherein Y1 is the standard value associated with the item to be processed, and the standard value is a preset value. For the item to be processed, the evaluation values ​​associated with different persons to be cared for are confirmed in turn, and according to the different evaluation values ​​confirmed by different persons to be cared for, a difficulty comparison table of different persons to be cared for the item to be processed is generated in a descending order of the evaluation values; S12, then lock the nursing time data of the nursing staff corresponding to the pending item from the historical completed data, and mark the nursing time data of the nursing staff for the pending item as HC k , where k = 1, 2, ..., m, where m represents the total number of nursing time data, using: Determine the evaluation value CD of the nursing staff for the item to be processed, wherein Y1 is the standard value associated with the item to be processed, and the standard value is a preset value. For the item to be processed, the evaluation values ​​CD associated with different nursing staff are confirmed in turn, and according to the different evaluation values ​​confirmed by different nursing staff, a skill comparison table of different nursing staff for such item to be processed is generated in a manner from small to large according to the evaluation values; The difficulty comparison table and skill comparison table confirmed for the item to be processed are used as the feature comparison table of the item to be processed; S13, using the same method as steps S11-S12, the feature comparison tables of other items to be processed are determined in turn; Step 2: From the nursing time data of the nursing personnel corresponding to each pending item, identify the standard time associated with the corresponding pending item, and record the different standard time associated with different pending items. The specific method is as follows: S21, randomly select a group of nursing items and mark them as pending items, confirm the nursing time data associated with the nursing personnel corresponding to the pending items from the historical completion data, and mark them as HL q , where q represents different nursing time data, and the confirmed groups of nursing time data HL q Perform mean processing, confirm the associated mean, and record the confirmed associated mean as the standard duration of the nursing staff for the item to be processed; For the same pending items, confirm and record the standard duration associated with other persons to be cared for; S22, confirming the standard durations associated with different pending items for different nursing personnel in turn, and making actual records; Step 3: for the total set of nursing items requested by the batch to be scheduled, determine the equal duration for the corresponding nursing staff according to the number of nursing staff associated with the corresponding batch to be scheduled; Step 4: Based on the total set of confirmed nursing items, prioritize similar nursing items from the total set of nursing items, and based on the confirmed feature comparison table, prioritize the allocation of similar nursing items, and then evenly divide the other single-group nursing items to confirm the scheduling nursing table for each nursing staff.

2. The method for scheduling nursing staff based on the Internet according to claim 1, characterized in that: In step 3, the specific method for confirming the average time shared by the corresponding nursing staff is: S31, based on the total set of nursing items requested by the corresponding batch to be scheduled, confirm different nursing items associated with different nursing personnel from the total set of nursing items, and then confirm the standard duration corresponding to the nursing process of the corresponding nursing item by the nursing personnel based on the recorded standard duration, and then sum up several groups of standard durations confirmed in the total set of nursing items to confirm the total value ZH of the standard duration of the total set of nursing items; S32. Based on the total number G of nursing staff to be cared for associated with the corresponding batch to be scheduled, the average duration associated with each group of nursing staff is locked, and the average duration = ZH ÷ G.

3. The method for scheduling nursing staff based on the Internet according to claim 2, characterized in that: The total set of nursing items is a preset set, and the time interval between each batch to be scheduled is 24 hours.

4. The method for scheduling nursing staff based on the Internet according to claim 1, characterized in that: In step 4, the specific method of confirming the scheduling nursing table is: S41. Confirm the same type of nursing items belonging to different nursing personnel from the total set of nursing items, and confirm the ranking position of the personnel to be processed from the difficulty comparison table in the feature comparison table based on the feature comparison table associated with the nursing items. Re-sort the personnel to be processed according to the order of the ranking positions, confirm the ranking table of the personnel to be processed, and then based on the skill comparison table associated with the feature comparison table, select the personnel to be processed and the nursing personnel with the same ranking in the ranking table of personnel to be processed and the skill comparison table, and use the standard duration confirmed by the personnel to be processed for this nursing item as the allocated duration of this nursing personnel. When the total allocated duration of the nursing personnel exceeds the average duration, the allocation work of this nursing personnel is completed, and the scheduling nursing table of this nursing personnel is generated based on the nursing items assigned to this nursing personnel and the associated personnel to be processed. The nursing personnel who have completed the allocation work is removed from all skill comparison tables.

5. The method for scheduling nursing staff based on the Internet according to claim 4, characterized in that: In step 4, the specific method of confirming the scheduling nursing table also includes: S42, after the allocation of the same type of nursing items is completed, based on the single group of nursing items existing in the total set of nursing items, the feature comparison table confirmed by the single group of nursing items is synchronously confirmed, and the first nursing staff in the skill comparison table in the feature comparison table is directly selected as the allocated staff, and the same processing method as step S41 is adopted to confirm the allocation time of this allocated staff and assess whether it needs to be removed from the skill comparison table, and synchronously confirm the scheduling nursing table of this allocated staff; S43. Display the confirmed nursing schedule assigned to each nursing staff.

6. A nursing staff scheduling system based on the Internet, the scheduling system is operated based on the nursing staff scheduling method based on the Internet according to any one of claims 1 to 5, characterized in that: include: The historical data processing end identifies the nursing time data generated by the nursing personnel and the nursing staff corresponding to a nursing item from the historical completion data pre-stored in the Internet, and confirms the characteristic comparison tables of several nursing personnel and the nursing staff for the corresponding nursing items based on the confirmed nursing time data; The standard time processing end identifies the standard time associated with the corresponding item to be processed by the corresponding nursing person from the nursing time data of each item to be processed, and records the different standard time associated with different items to be processed; The equal-division duration confirmation terminal, for the total set of nursing items requested by the batch to be scheduled, the total set of nursing items is a preset set, and then according to the number of nursing staff associated with the corresponding batch to be scheduled, the equal-division duration for the corresponding nursing staff is confirmed; The personnel scheduling processing end, based on the confirmed total set of nursing items, prioritizes similar nursing items from the total set of nursing items, and based on the confirmed feature comparison table, prioritizes the allocation of similar nursing items, and then evenly divides other single-group nursing items to confirm the scheduling nursing table for each nursing staff.

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