CN108846545B - Method, terminal and storage device for evaluating pain easing work of medical staff - Google Patents

Method, terminal and storage device for evaluating pain easing work of medical staff Download PDF

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CN108846545B
CN108846545B CN201810411669.8A CN201810411669A CN108846545B CN 108846545 B CN108846545 B CN 108846545B CN 201810411669 A CN201810411669 A CN 201810411669A CN 108846545 B CN108846545 B CN 108846545B
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rate
analgesia
data
evaluation
patients
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CN108846545A (en
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曹汉忠
王发杰
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JIANGSU RENXIAN MEDICAL TECHNOLOGY CO LTD
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JIANGSU REHN MEDICAL INSTRUMENTS TECHNOLOGY CO LTD
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/06Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063Operations research, analysis or management
    • G06Q10/0639Performance analysis of employees; Performance analysis of enterprise or organisation operations
    • G06Q10/06393Score-carding, benchmarking or key performance indicator [KPI] analysis
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H20/00ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance
    • G16H20/10ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance relating to drugs or medications, e.g. for ensuring correct administration to patients
    • G16H20/17ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance relating to drugs or medications, e.g. for ensuring correct administration to patients delivered via infusion or injection

Abstract

The application discloses a method, a terminal and a storage device for evaluating pain relieving work of medical staff, wherein the method comprises the following steps: receiving data, wherein the data comprises infusion data transmitted by at least one infusion device with a communication function; calculating and obtaining a comfort evaluation index value through the data and a preset strategy associated with the data; and evaluating the analgesia work of the medical personnel by using the comfort evaluation index value, wherein the comfort evaluation index value is in direct proportion to the excellent evaluation of the analgesia work of the medical personnel. Through the mode, the objectivity of the analgesia work of the medical staff can be improved and evaluated.

Description

Method, terminal and storage device for evaluating pain easing work of medical staff
Technical Field
The application relates to the technical field of medical treatment, in particular to a method, a terminal and a storage device for evaluating pain relieving work of medical staff.
Background
Post-operative pain stimulation can adversely affect various systems in the body and delay recovery of the body. Postoperative pain not only causes physical pain and psychological burden to patients, but also may cause abnormalities in gastrointestinal tract function, cardiopulmonary function, blood coagulation function, endocrine metabolism, etc. of patients to cause various complications, and postoperative analgesia can improve such conditions.
The main department of the anesthesia department or medical personnel need to know the quality of anesthesia work and the analgesia condition timely and truly, and the currently adopted method is that the relevant medical personnel actively feed back the anesthesia work in morning.
The inventor of the application finds that the existing method for actively feeding back by medical staff depends on the subjectivity of the medical staff, the authenticity and comprehensiveness of data cannot be guaranteed, the condition of misinformation or omission often occurs, and the health of a patient can be endangered seriously under the condition.
Disclosure of Invention
The technical problem that this application mainly solved provides a method, terminal and storage device of medical personnel's work of easing pain, can promote the objectivity of evaluating medical personnel's work of easing pain.
In order to solve the technical problem, the application adopts a technical scheme that: there is provided a method of evaluating analgesic work of a medical worker, the method comprising: receiving data, wherein the data comprises infusion data transmitted by at least one infusion device with a communication function; calculating and obtaining a comfort evaluation index value through the data and a preset strategy associated with the data; and evaluating the analgesia work of the medical personnel by using the comfort evaluation index value, wherein the comfort evaluation index value is in direct proportion to the excellent evaluation of the analgesia work of the medical personnel.
In order to solve the above technical problem, another technical solution adopted by the present application is: there is provided a terminal, the terminal comprising: a processor, a memory, a transceiver, and a display, the processor being respectively coupled to the memory, the transceiver, and the display, the processor, the memory, the transceiver, and the display being operable to implement the steps of any of the above methods.
In order to solve the above technical problem, another technical solution adopted by the present application is: there is provided a device having a storage function, on which program data are stored, which program data, when being executed by a processor, carry out the steps of the method of any of the above.
The beneficial effect of this application is: in contrast to the prior art, the method for evaluating pain relief work of a medical worker used in the present application comprises: receiving data including infusion data transmitted by at least one infusion device having a communication function; calculating according to the data and a preset algorithm to obtain a comfort evaluation index value, wherein the comfort evaluation index value is in direct proportion to the excellent evaluation of the analgesia work of the medical staff; the method provided by the application is based on the infusion data transmitted by the infusion device with the communication function, can objectively evaluate the analgesia work of medical personnel, provides a feasible quality control means for administrative staff of departments, and improves the satisfaction degree of patients;
in addition, data can be provided for scientific research according to the comfort evaluation index value, improvement suggestions can be provided for medical staff, and the working quality can be improved.
Drawings
In order to more clearly illustrate the technical solutions in the embodiments of the present application, the drawings needed to be used in the description of the embodiments are briefly introduced below, and it is obvious that the drawings in the following description are only some embodiments of the present application, and it is obvious for those skilled in the art to obtain other drawings based on these drawings without creative efforts. Wherein:
FIG. 1 is a schematic flow chart diagram illustrating one embodiment of a method for evaluating pain relief efforts of a healthcare worker according to the present application;
FIG. 2 is a schematic diagram of an embodiment of an infusion device having communication functionality;
FIG. 3 is a schematic flow chart of one embodiment of step S102 in FIG. 1;
FIG. 4 is a schematic structural diagram of an embodiment of a terminal of the present application;
FIG. 5 is a schematic structural diagram of an embodiment of an apparatus with a storage function according to the present application;
FIG. 6 is a schematic output diagram of one embodiment of a display of the terminal of FIG. 4.
Detailed Description
The technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application, and it is obvious that the described embodiments are only a part of the embodiments of the present application, and not all the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present application.
Referring to fig. 1, fig. 1 is a schematic flow chart of an embodiment of a method for evaluating pain relief work of a medical staff according to the present application, the method comprising:
s101: data is received, the data including infusion data transmitted by at least one infusion device having a communication function.
Specifically, the infusion device with the communication function comprises an analgesia pump, an analgesia pump and the like, is a medical instrument for regularly and quantitatively giving analgesics, and is mainly used for postoperative analgesia, painless childbirth and the like. The doctor can set the proper dosage of the liquid medicine of the analgesic or the anesthetic according to the treatment requirement, and in addition, the patient can automatically control the infusion dosage of the additional liquid medicine by pressing the automatic control key by virtue of the automatic control device, so that the purpose of individual medication is achieved.
The infusion device with the communication function can transmit the collected infusion data through a wireless transmission network or Bluetooth or other modes, and in one embodiment, the infusion data comprises: time, pressing of the self-control key, occurrence of bubbles in the medicine bag, blockage of an infusion pipeline, actual input quantity of the liquid medicine, set input quantity of the liquid medicine (namely, required infusion quantity of a patient given by a doctor through advice), alarm of insufficient analgesia and shutdown. Wherein, the process of sending the analgesia insufficiency alarm comprises the following steps: the drug infusion process includes a locking time (e.g., 1min, 2min, etc.), after the patient presses the automatic control key once, the patient enters the locking time corresponding to the automatic control key, during the locking time, if the patient continues to press the automatic control key, the infusion device with the communication function does not add the drug, the pressing during the locking time is an invalid pressing, and when the number of the invalid pressing exceeds a preset number (e.g., 3 times, etc.), the infusion device with the communication function issues an alarm of insufficient analgesia.
In an application scenario, referring to fig. 2, fig. 2 is a schematic structural diagram of an embodiment of an infusion apparatus with a communication function, in which the infusion apparatus 1 with a communication function includes a sensor assembly 10, a data processing circuit 12, a communication circuit 14, and a storage circuit 16; the sensor assembly 10 comprises an infrared sensor, a hall sensor, a pressure sensor and the like, and the infusion device 1 with the communication function can acquire various infusion data in the infusion process by using the sensor assembly 10, such as time, pressing of an automatic control key, the current infusion speed of liquid medicine, blockage of an infusion pipeline, bubbles in a medicine bag and the like; the data processing circuit 12 receives and processes the various infusion data collected by the sensor assembly 10 (e.g., determines whether the processing issues an analgesia deficiency alarm, etc.); the communication circuit 14 receives data transmitted by the sensor assembly 10 and the data processing circuit 12 and sends the data out through a wireless network or other means; the memory circuit 16 is used to store all the data mentioned above. Of course, in other application scenarios, the infusion device 1 with communication function may also include other parts, which are not limited in this application.
In one embodiment, the data further comprises medical personnel operational data, the medical personnel operational data comprising the number of evaluations and the number of patient vital signs maintained; in an application scenario, the medical staff operation data can be acquired by the infusion device with the communication function, and can also be acquired by software input installed in a mobile phone, a computer and the like; in another application scenario, a hospital prescribes that a nurse needs to make a ward round every predetermined time (e.g., 24h, etc.) after a patient leaves an operating room and after the patient leaves the operating room, if the same patient makes a ward round 2 times in a day, the number of evaluations is counted as one, but may be counted as two times, which may be changed by a formula for subsequently calculating evaluation items related thereto; in another application scenario, the patient basic information includes patient name, age, height, weight, ward, hospital bed number, name of the performed operation, and the like.
Of course, in other embodiments, the above data may be added or subtracted according to actual evaluation requirements, and the present application is not limited thereto.
S102: and calculating by the data and a predetermined strategy associated with the data to obtain the comfort evaluation index value.
Specifically, in an embodiment, please refer to fig. 3, fig. 3 is a flowchart illustrating an embodiment of step S102 in fig. 1, where the step S102 specifically includes:
s201: counting data in a first preset time and a first preset range to obtain the numerical values of a plurality of evaluation items, wherein each evaluation item has a corresponding weight value, and the sum of the weight values corresponding to all the evaluation items is 100.
Specifically, in one embodiment, the first predetermined time may be 12h, 24h, etc., and the first predetermined range may be a ward, a department, one or more specific medical staff, etc., and the first predetermined time and the first predetermined range may be selected according to actual needs, which is not limited in this application.
In another embodiment, the weight value corresponding to each evaluation item may be set by itself, for example, set to 5 points, 10 points, 15 points, 20 points, and the like, and it is only necessary to satisfy the condition that the sum of the weight values corresponding to all the evaluation items is 100. The weight value corresponding to each evaluation item can be equal or unequal; for example, a corresponding weight value may be assigned according to the degree of importance of the evaluation item, and a weight value of an evaluation item having a higher degree of importance may be larger.
In another embodiment, when the received data includes infusion data transmitted by an infusion apparatus with a communication function, the evaluation items corresponding to the infusion data include the following 9, and of course, other evaluation items may be added or subtracted according to actual needs, which is not limited in this application. The number of patients mentioned in the following evaluation items is the total number of patients who used the infusion apparatus having the communication function; the purpose of this application is to evaluate the analgesia of a medical care provider, and therefore the patients mentioned below are only patients who need to be analgesia using an infusion device with a communication function.
A. Average number of times of pressing the automatic control key: the ratio of the total times of pressing the automatic control key of the infusion device with the communication function to the number of patients;
B. insufficient analgesic rate: a ratio of the total number of analgesia inadequate alarms received to the number of patients;
C. poor analgesic rate: the sub-optimal analgesia is the condition that a self-control key (namely, the liquid medicine is added after the self-control key is pressed) is effectively pressed for a predetermined number of times (for example, 4 times, 5 times and the like) continuously in a second predetermined time (for example, 1h, 2h and the like), the sub-optimal analgesia is distinguished from the above sub-optimal analgesia, the pain degree of the sub-optimal analgesia is higher than the sub-optimal analgesia, and the sub-optimal analgesia rate is the ratio of the total number of times of sub-optimal analgesia to the number of patients;
D. bubble rate: the ratio of the number of the medicine sacs with bubbles to the number of patients can reflect the working quality of nurse medicine preparation;
E. the blocking rate is as follows: the ratio of the total times of blockage of the infusion pipeline to the number of patients can reflect the condition of the infusion device pipeline with the communication function;
F. out-of-service area rate: the ratio of the total number of times that the wireless signal of the infusion device with the communication function cannot be received to the number of patients;
G. probability of non-shutdown after pump removal: the ratio of the total times of receiving the infusion data transmitted by the infusion device with the communication function after the pump is removed to the number of patients; the standard operation flow specified by the hospital is to shut down the pump first and then to withdraw the pump, and the evaluation item is to count the abnormal condition of the operation flow, namely the condition that the pump is withdrawn first and then to shut down the pump occurs.
H. Treatment time for insufficient analgesia: the difference between the current treatment time and the time at which the analgesia deficiency alarm is issued; in one application scenario, the current processing time is a time corresponding to the completion of parameter adjustment or the restart of the infusion apparatus having a communication function.
I. The utilization rate of the liquid medicine is as follows: the ratio of the total of the actual input amount of the liquid medicine of the patient with completed transfusion to the total of the set input amount of the liquid medicine of the patient with completed transfusion.
In another embodiment, when the received data includes medical staff operation data, the evaluation item corresponding to the operation data includes:
J. evaluation rate: the ratio of total number to number of patients was evaluated.
K. Patient basic information maintenance integrity: a ratio of total amount of patient profile maintained to patient population; in other embodiments, the corresponding calculation method may be other, for example, the method for calculating the integrity of the basic information maintenance of the patient may further be: the ratio of the total number of patient profile maintained to the theoretical total number of patient profile, wherein the theoretical total number of patient profile is the product of the number of patients and the number of profile that each patient should maintain.
S202: and obtaining scores of the plurality of evaluation items according to the numerical values of the plurality of evaluation items and the weight values corresponding to the plurality of evaluation items.
Specifically, in one embodiment, the score corresponding to the evaluation item does not exceed its assigned weight value; the average pressing times of the automatic control keys and the utilization rate of the liquid medicine are in direct proportion to the corresponding scores; the analgesia rate, the analgesia suboptimal rate, the bubble rate, the blockage rate, the leaving service area rate, the non-closing rate after the pump is removed, and the analgesia treatment time are in inverse proportion to the corresponding scores; the evaluation rate is in direct proportion to the score corresponding to the maintenance integrity of the basic information of the patient.
In an application scene, the maximum value P of the values corresponding to each evaluation item is presetmax(e.g., 0.05, 0.1, 0.5, 9, etc.), minimum value Pmin(e.g., 0, 0.1, 0.5, etc.), and a weight value M (e.g., 5, 10, 15, 20, etc.) corresponding to the evaluation item, wherein the maximum value P ismaxMinimum value PminThe weight value M can be set according to the actual situation, and the application does not limit the weight value M;
(1) when the evaluation items are the insufficient analgesia rate, the poor analgesia rate, the bubble rate, the blockage rate, the rate leaving the service area, the rate of not turning off the pump after the pump is removed and the insufficient analgesia treatment time, the corresponding numerical value of the evaluation item is assumed to be P0When P is0≤PminIf so, the score corresponding to the evaluation item is the weight value M; when P is present0≥PmaxWhen the evaluation item is judged to be 0, the corresponding score of the evaluation item is 0; when P is presentmin<P0<PmaxWhen the evaluation item is found, the score corresponding to the evaluation item is M [ (P)max-P0)/(Pmax-Pmin)]。
(2) When the evaluation items are average times of pressing the automatic control key, the utilization rate of the liquid medicine, the evaluation rate and the maintenance integrity of the basic information of the patient, the numerical value corresponding to the evaluation item is assumed to be P1When P is1≤PminIf so, the score corresponding to the evaluation item is a weight value of 0; when P is present1≥PmaxWhen the evaluation item is in the evaluation state, the corresponding score of the evaluation item is M; when P is presentmin<P1<PmaxWhen the evaluation item is found, the score corresponding to the evaluation item is M-M [ (P)max-P1)/(Pmax-Pmin)]。
In other application scenarios, the method for obtaining the score according to the numerical value of the evaluation item and the weighted value corresponding to the evaluation item may be other, and this is not limited in this application, for example, the numerical value corresponding to the evaluation item may be divided into a plurality of sections, each section corresponds to a different score, the upper limit of the score is the weighted value, the lower limit of the score may be 0 or a negative number, and this is not limited in this application.
In other application scenarios, the obtained score corresponding to each evaluation item may be further divided by a first predetermined time (the unit may be hour, day, etc.), which is not limited in the present application.
S203: the sum of the scores of the plurality of evaluation items is a comfort evaluation index value.
Specifically, in an application scenario, the scores corresponding to the evaluation items obtained in step S202 are summed up to obtain a comfort evaluation index value.
S103: and evaluating the analgesia work of the medical staff by using a comfort evaluation index value, wherein the comfort evaluation index value is in direct proportion to the excellent evaluation of the analgesia work of the medical staff.
In another embodiment, after step S103, the method for evaluating analgesic work of a medical care provider provided by the present application further comprises: and sending the comfort evaluation index value and/or the suggestion corresponding to the comfort evaluation index value. The sending method can be sent to the mobile phone, the computer and other terminals of each medical worker in the modes of short messages, mails and the like. The suggestion may be given for each evaluation item, or may be given for the whole, which is not limited in the present application.
In yet another embodiment, the method provided herein further comprises: the predetermined strategy is optimized by deep learning the received data. In particular, the concept of deep learning is derived from the research of an artificial neural network, and a multilayer perceptron with multiple hidden layers is a deep learning structure. Deep learning forms more abstract high-level representation attribute categories or features by combining low-level features to discover a distributed feature representation of the data, thereby guiding optimization of a predetermined policy, i.e., the predetermined policy provided herein associated with received data is continually self-optimizing.
Referring to fig. 4, fig. 4 is a schematic structural diagram of an embodiment of the terminal of the present application, where the terminal 2 includes: processor 20, memory 22, transceiver 24 and display 26, wherein processor 20 is coupled to memory 22, transceiver 24 and display 26 respectively, and wherein processor 20, memory 22, transceiver 24 and display 26 are capable of implementing the steps of any of the above-described embodiments of the method for evaluating the analgesic activity of a healthcare worker when in operation. In one application scenario, the terminal 2 may be a computer in an existing monitoring room, and in other application scenarios, the terminal 2 may also be other, which is not limited in this application. In a specific application scenario, please refer to fig. 6, fig. 6 is a schematic output diagram of an embodiment of the display of the terminal in fig. 4, in which an abscissa of a curve in fig. 6 represents a date and an ordinate represents a comfort evaluation index value. Firstly, the transceiver 24 of the terminal 2 receives infusion data and medical staff operation data transmitted by an infusion device with a communication function; then, the processor 20 counts all data of a department (for example, a department in obstetrics and gynecology) within 24h, obtains a numerical value corresponding to each evaluation item, obtains a score corresponding to each evaluation item according to the numerical value corresponding to each evaluation item, a preset weight value and a calculation formula, sums the scores corresponding to each evaluation item, and further obtains a comfort evaluation index value; the display 26 receives the comfort evaluation index value obtained by the processing of the processor 20 and displays the comfort evaluation index value on a screen.
Referring to fig. 5, fig. 5 is a schematic structural diagram of an embodiment of the device with storage function 30 of the present application, in which program data 300 is stored, and when the program data 300 is executed by a processor, the steps of the method for evaluating pain relieving work of a medical worker in any of the embodiments described above are implemented. In one application scenario, the device 30 with a storage function may be a usb disk, a hard disk, or the like.
In summary, as used herein, and in contrast to the prior art, a method for evaluating pain relief efforts of a healthcare worker comprises: receiving data including infusion data transmitted by at least one infusion device having a communication function; calculating according to the data and a preset algorithm to obtain a comfort evaluation index value, wherein the comfort evaluation index value is in direct proportion to the excellent evaluation of the analgesia work of the medical staff; the method provided by the application is based on the infusion data transmitted by the infusion device with the communication function, can objectively evaluate the analgesia work of medical personnel, provides a feasible quality control means for administrative staff of departments, and improves the satisfaction degree of patients; in addition, data can be provided for scientific research according to the comfort evaluation index value, improvement suggestions can be provided for medical staff, and the working quality can be improved.
The above description is only for the purpose of illustrating embodiments of the present application and is not intended to limit the scope of the present application, and all modifications of equivalent structures and equivalent processes, which are made by the contents of the specification and the drawings of the present application or are directly or indirectly applied to other related technical fields, are also included in the scope of the present application.

Claims (9)

1. A method of evaluating the analgesic efforts of a medical worker, the method comprising:
receiving data, wherein the data comprises infusion data transmitted by at least one infusion device with a communication function; wherein the infusion device is a medical device that periodically doses an analgesic;
calculating and obtaining a comfort evaluation index value through the data and a preset strategy associated with the data; wherein the step of obtaining a comfort rating index value by the data and a predetermined policy calculation associated with the data comprises: counting data in a first preset time and a first preset range to obtain numerical values of a plurality of evaluation items, wherein each evaluation item has a corresponding weight value, and the sum of the weight values corresponding to all the evaluation items is 100; obtaining scores of the plurality of evaluation items according to the numerical values of the plurality of evaluation items and the weight values corresponding to the plurality of evaluation items; wherein the evaluation items include: the number of pressing the self-control key, the insufficient analgesia rate, the poor analgesia rate, the bubble rate, the blockage rate, the leaving service area rate, the pump-removing non-closing rate, the insufficient analgesia processing time and the liquid medicine utilization rate are averaged; the score corresponding to each evaluation item does not exceed the weight value corresponding to the evaluation item, and the average pressing times of the automatic control key and the liquid medicine utilization rate are in direct proportion to the corresponding score; the under-analgesia rate, the sub-optimal analgesia rate, the bubble rate, the blockage rate, the rate of leaving a service area, the rate of not shutting down after pump withdrawal, and the under-analgesia treatment time are in inverse proportion to the corresponding scores thereof; the sum of the scores of the plurality of evaluation items is the comfort evaluation index value;
and evaluating the analgesia work of the medical personnel by using the comfort evaluation index value, wherein the comfort evaluation index value is in direct proportion to the excellent evaluation of the analgesia work of the medical personnel.
2. The method of claim 1,
the infusion data transmitted by the infusion device with the communication function comprises: time, pressing of the automatic control key, occurrence of bubbles in the medicine bag, blockage of an infusion pipeline, actual input amount of the liquid medicine, set input amount of the liquid medicine, alarm of insufficient analgesia and shutdown.
3. The method of claim 1, wherein the average number of depressions of the override button is a ratio of a total number of depressions of the override button of the communication enabled infusion device to a number of patients;
the analgesia deficiency rate is the ratio of the total number of received analgesia deficiency alarms to the number of patients;
the condition that the self-control key is continuously pressed for a preset number of times within a second preset time is defined as sub-optimal analgesia, and the sub-optimal analgesia rate is the ratio of the total number of times of sub-optimal analgesia to the number of patients;
the bubble rate is the ratio of the number of the medicine sacs with bubbles to the number of patients;
the blockage rate is the ratio of the total times of blockage of the infusion pipeline to the number of patients;
the out-of-service area rate is the ratio of the total number of times the signal of the infusion device with the communication function cannot be received to the number of patients;
the non-closing rate after the pump is removed is the ratio of the total times of receiving the infusion data transmitted by the infusion device with the communication function after the pump is removed to the number of patients;
the analgesia insufficient treatment time is the difference between the current treatment time and the time for sending the analgesia insufficient alarm;
the liquid medicine utilization rate is the ratio of the total actual input amount of the liquid medicine of the patient who has finished the transfusion to the total set input amount of the liquid medicine of the patient who has finished the transfusion;
wherein the patient population is a total patient population using the infusion device with communication function.
4. The method of claim 1, wherein the data further comprises healthcare worker operational data; the medical staff operation data comprises evaluation times and maintenance quantity of basic information of patients; wherein, the evaluation project that medical personnel operating data corresponds includes:
the evaluation rate is the ratio of the total evaluation times to the number of patients;
the patient basic information maintenance integrity is the ratio of the total number of the maintained patient basic information to the number of patients, and comprises the name, age, height, weight, ward area, sickbed number and name of the operation performed by the patient.
5. The method of claim 4, wherein the evaluation rate is proportional to the score corresponding to the patient's basic information maintenance integrity.
6. The method of claim 1, further comprising:
and sending the comfort evaluation index value and/or the suggestion corresponding to the comfort evaluation index value.
7. The method of claim 1, further comprising:
optimizing the predetermined policy by deep learning the received data.
8. A terminal, characterized in that the terminal comprises: a processor, a memory, a transceiver, and a display, the processor being coupled to the memory, the transceiver, and the display, respectively, the processor, the memory, the transceiver, and the display being operable to implement the steps of the method of any of claims 1-7.
9. An apparatus having a storage function, on which program data are stored, characterized in that the program data realize the steps in the method of any of claims 1-7 when executed by a processor.
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