CN116564552A - Child medication safety monitoring system and monitoring method thereof - Google Patents
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Abstract
The invention belongs to the technical field of safe medication, and particularly relates to a child medication safety monitoring system and a monitoring method thereof.
Description
Technical Field
The invention belongs to the technical field of safe medication, and particularly relates to a child medication safety monitoring system and a monitoring method thereof.
Background
The problems of insufficient research and development of children medicines, rare quantity of children medicines, unreasonable children medicines, fewer enterprises concentrating on research, development and production of children medicines and the like in the medicine market are increasingly highlighted.
Aiming at a series of problems existing in the current children medicine, the public and the related fields are concerned, the ecological environment of the children medicine industry is developing in a good direction, a plurality of favorable trends make the current children medicine field hopeful, but the change can be completed not at first, and the cultivation, development and maturation of the children medicine field need time, so that a plurality of problems are still to be solved.
The analysis finds that the information about children medication is less, the labeling content of some specifications is ambiguous, the specific content of the children-specific medication is insufficient, the dosage label of the children is ambiguous, the age range is not specifically divided, the safety medication information is compared with one-sided and warning identification is compared with the general age range, and scientific advice can not be provided for children medication better.
Disclosure of Invention
The invention aims to provide a child medication safety monitoring system and a monitoring method thereof, which provide reliable advice for child medication safety, reduce possible risks of children in the medication process and improve child medication safety, scientificity and rationality.
In order to achieve the above purpose, the invention adopts the following technical scheme:
the invention provides a child medication safety monitoring system, comprising: the data collection module is used for collecting information of related documents, monographs and drug specifications of children drugs by using a literature research method and arranging the collected information into a database; the data analysis module is used for carrying out statistical analysis on the data by using the SPSS22.0 to obtain at least two sub-data sets; the result statistics module is used for obtaining a statistical model after classifying and counting the sub-data sets, and embedding a search engine into the statistical model; the feedback data collection module is used for collecting medication feedback information, transmitting the medication feedback information to the result statistics module, and updating and perfecting the medication feedback information in the statistics model; and the countermeasure response module is used for searching the medication suggestion in the statistical model through a search engine according to the medicine information.
Preferably, the data collection module includes: the medicine list collection module is used for collecting lists of all children medicines on the market; the database establishment module is used for collecting corresponding related documents, monographs, drug specifications and medical orders according to the list to establish a database; and the database establishment module is used for identifying and arranging the database by using a literature research method to obtain a database.
Preferably, the data analysis module includes: the data preparation module is used for converting the database into SPSS data files by utilizing the functions provided by the SPSS according to the requirements of the SPSS; the processing and sorting module is used for carrying out necessary pretreatment on the data in the editing window of the data file; the analysis module is used for carrying out analysis modeling on the preprocessed data file and establishing a plurality of groups of sub-data sets according to file attributes; and the annotation module is used for defining the statistical meaning of the plurality of groups of sub-data sets and making reasonable practical explanation by combining application background knowledge.
Preferably, the result statistics module includes: the sample set establishing module is used for reducing data to the extent of easy management by carrying out mathematical statistical analysis on the sub-data sets to obtain a sample set; the sample classifying module is used for classifying similar samples into one type by adopting cluster analysis and distinguishing sample sets with large differences to obtain statistical data; and the model building module is used for building a statistical model with a search engine based on the statistical data.
Preferably, the feedback data collection module includes: the result collection module is used for establishing a collection channel to collect the result of medication feedback; the result screening module is used for screening the result to obtain good feedback information and bad feedback information; and the feedback data perfecting module is used for transmitting the good feedback information and the bad feedback information to the result statistics module and providing corresponding countermeasure suggestions for the bad feedback information.
Preferably, the countermeasure response module includes; the information input module is used for inputting the medicine name and the information of the medicine user into the statistical model through the search engine to search for medicine recommendation; and the result display module feeds back a countermeasure result in the statistical model according to the input information.
On the other hand, the invention provides a child medication safety monitoring method, which comprises the following steps: collecting information of related documents, monographs and drug specifications of children drugs by using a literature research method, and arranging the collected information into a database; carrying out statistical analysis on the data by using SPSS22.0 to obtain at least two sub-data sets; classifying and counting the sub-data sets to obtain a statistical model, and embedding a search engine into the statistical model; collecting medication feedback information, transmitting the medication feedback information to a result statistics module, and updating and perfecting the medication feedback information in a statistics model; searching for medication advice in the statistical model through a search engine according to the medication information.
The invention has the technical effects and advantages that: compared with the prior art, the child medication safety monitoring system and the child medication safety monitoring method provided by the invention have the following advantages:
according to the invention, the data collection module, the data analysis module, the result statistics module, the feedback data collection module and the countermeasure response module are arranged, the aspect of selecting the child medication information in the medication instruction is taken as an entry point, the problems and suggestions in the current child medication instruction are analyzed and induced by using the medical theory and pediatric medication basic principle, and some problems affecting the child medication safety are discussed, so that the safe and reliable suggestions are provided for the child medication process from the scientific point of view, the safety and scientificity in the child medication process are further improved, the occurrence of accidents is reduced, and beneficial references are provided for promoting the perfection of the medication instruction, the clinical test and research and development of the child special medication, reasonably standardizing the use of Chinese patent medicines and the like, and the scientific suggestions are effectively provided for the child medication.
Drawings
FIG. 1 is a schematic hardware configuration of a child medication safety monitoring device according to an embodiment of the present invention;
FIG. 2 is a flow chart of a method for monitoring medication safety of children according to an embodiment of the present invention;
FIG. 3 is a block diagram of a child medication safety monitoring system in accordance with an embodiment of the present invention.
Detailed Description
The following description of the embodiments of the present invention will be made clearly and completely with reference to the accompanying drawings, in which it is apparent that the embodiments described are only some embodiments of the present invention, but not all embodiments. The specific embodiments described herein are merely illustrative of the invention and are not intended to limit the invention. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
The child medication safety monitoring method related to the embodiment of the invention is mainly applied to child medication safety monitoring equipment, and the child medication safety monitoring equipment can be equipment with display and processing functions such as a PC (personal computer), a portable computer, a mobile terminal and the like.
Referring to fig. 1, fig. 1 is a schematic hardware structure of a child medication safety monitoring device according to an embodiment of the present invention. In an embodiment of the present invention, the child medication safety monitoring device may include a processor 101 (e.g., a CPU), a communication bus 102, a user interface 103, a network interface 104, and a memory 105. Wherein the communication bus 102 is used to enable connection communications between these components; the user interface 103 may include a Display screen (Display), an input unit such as a Keyboard (Keyboard); network interface 104 may optionally include a standard wired interface, a wireless interface (e.g., WI-FI interface); the memory 105 may be a high-speed RAM memory or a stable memory (non-volatile memory), such as a disk memory, and the memory 105 may alternatively be a storage device independent of the processor 101.
Those skilled in the art will appreciate that the hardware configuration shown in fig. 1 is not limiting of the child medication safety monitoring device and may include more or fewer components than shown, or may combine certain components, or may be a different arrangement of components.
With continued reference to FIG. 1, the memory 105 of FIG. 1, which is a computer readable storage medium, may include an operating system, a network communication module, and a security monitoring program.
In fig. 1, the network communication module is mainly used for connecting with a server and performing data communication with the server; the processor 101 may invoke the safety monitoring program stored in the memory 105 and execute the child medication safety monitoring method according to the embodiment of the present invention.
The embodiment of the invention provides a child medication safety monitoring method.
Referring to fig. 2, fig. 2 is a flowchart of a method for monitoring medication safety of children according to an embodiment of the present invention.
As shown in the figure, in this embodiment, the method for monitoring medication safety of children includes the following steps:
s1, collecting information of related documents, monographs and drug instructions of children drugs by using a literature research method, and arranging the collected information into a database;
in this embodiment, the specific steps are: collecting a list of all child medicines on the market; collecting corresponding related documents, monographs, drug specifications and medical orders according to the list to establish a database; and identifying and arranging the database by using a literature research method to obtain the database.
S2, carrying out statistical analysis on the data by using SPSS22.0 to obtain at least two sub-data sets;
in this embodiment, the specific steps are: converting the database into SPSS data files by utilizing the functions provided by the SPSS according to the requirements of the SPSS; performing necessary preprocessing on the data in the editing window of the data file; analyzing and modeling the preprocessed data file, and establishing a plurality of groups of sub-data sets according to file attributes; the statistical meaning of the sub-data sets is defined for a plurality of groups of the sub-data sets, and reasonable practical explanation is made by combining application background knowledge.
S3, carrying out classification statistics on the sub-data sets to obtain a statistical model, and embedding a search engine into the statistical model;
in this embodiment, the specific steps are: the data is reduced to the extent of easy management by carrying out mathematical statistical analysis on the sub-data set, and a sample set is obtained; classifying similar samples into one type by adopting cluster analysis, and distinguishing sample sets with large differences to obtain statistical data; and establishing a statistical model with a search engine based on the statistical data.
S4, collecting medication feedback information, transmitting the medication feedback information to a result statistics module, and updating and perfecting the medication feedback information in a statistics model;
in this embodiment, the specific steps are: establishing a collection channel to collect the result of medication feedback; screening the result to obtain good feedback information and bad feedback information; and transmitting the good feedback information and the bad feedback information to a result statistics module, and providing corresponding countermeasure suggestions for the bad feedback information.
S5, searching for medication suggestions in the statistical model through a search engine according to the medicine information.
In the embodiment, the medicine name and the information of the drug user are input into a statistical model through a search engine to search for drug recommendation; and feeding back a countermeasure result in the statistical model according to the input information.
Because the physiological development of children is incomplete, the problem of medication safety sometimes occurs. The medicine is widely used, and in view of the fact that a main tool for guiding safe and reasonable medication is a medicine instruction, the aspect of child medication information in the medicine instruction is taken as an entry point, the problems and suggestions in the current child medication instruction are analyzed and induced by the medicine theory, the pediatric medication basic principle and relevant regulations of the instruction, and some problems in child medication safety are discussed, so that from the scientific aspect, reliable suggestions are provided for the child medication safety, the possible risks of children in the medication process are reduced, the child medication safety, scientificity and rationality are improved, and beneficial references are provided for the aspects of further perfecting the medicine instruction, clinical experiments and research and development of child special medication, reasonably and normatively using the child medication and the like, so that the purposes of more scientifically, reasonably and effectively guaranteeing the child medication safety are achieved.
In addition, the instruction manual of the stock medicines in the family of children is investigated by a literature research method, a statistical analysis method and the like, the contents under each item of the instruction manual of the stock medicines in the family of children are carefully read, and a database is established by the names, the components, the characters, the specifications, the functions and the indications of the medicines, the dosage of the use, adverse reactions, contraindications, precautions, medicine interactions and warning words, and the instruction manual of the prescription medicines also comprises clinical tests, pharmacological toxicology, the medicine items for children and the like. In the medicine name, function main treatment or usage, a database is built in the fields by taking children, infants, children and the like as key words. On the basis of the database, frequency statistics analysis, cross analysis and the like are carried out on the item labeling contents and distribution conditions of dosage forms, warning signs, adverse reactions, taboos, notes, children medication items, usage amounts, medication interaction items, specifications, pharmacology toxicology, clinical tests and the like, and the statistical analysis results are summarized, so that the established independent small database for the safety use description of the stock medicines of the children family is perfected.
In addition, the embodiment of the invention provides a child medication safety monitoring system.
Referring to fig. 3, fig. 3 is a block diagram of a child medication safety monitoring system according to an embodiment of the present invention.
The child medication safety monitoring system provided in this embodiment mainly includes a data collection module 201, a data analysis module 202, a result statistics module 203, a feedback data collection module 204 and a countermeasure response module 205. The functions of each module are as follows.
Illustratively, a data collection module 201 for collecting information of related documents, monographs, and drug specifications of children's drugs by using a literature study method, and organizing the collected information into a database;
further, the data collection module includes:
the medicine list collection module is used for collecting lists of all children medicines on the market;
the database establishment module is used for collecting corresponding related documents, monographs, drug specifications and medical orders according to the list to establish a database;
and the database establishment module is used for identifying and arranging the database by using a literature research method to obtain a database.
The data analysis module 202 is configured to perform statistical analysis on the data by using the SPSS22.0 to obtain at least two sub-data sets;
further, the data analysis module includes:
the data preparation module is used for converting the database into SPSS data files by utilizing the functions provided by the SPSS according to the requirements of the SPSS;
the processing and sorting module is used for carrying out necessary pretreatment on the data in the editing window of the data file;
the analysis module is used for carrying out analysis modeling on the preprocessed data file and establishing a plurality of groups of sub-data sets according to file attributes;
and the annotation module is used for defining the statistical meaning of the plurality of groups of sub-data sets and making reasonable practical explanation by combining application background knowledge.
The result statistics module 203 is configured to obtain a statistical model after classifying and counting the sub-data sets, and embed a search engine in the statistical model;
in addition, the result statistics module includes:
the sample set establishing module is used for reducing data to the extent of easy management by carrying out mathematical statistical analysis on the sub-data sets to obtain a sample set;
the sample classifying module is used for classifying similar samples into one type by adopting cluster analysis and distinguishing sample sets with large differences to obtain statistical data;
and the model building module is used for building a statistical model with a search engine based on the statistical data.
The feedback data collection module 204 is configured to collect medication feedback information, transmit the medication feedback information to the result statistics module, and update the result statistics module to perfect the result statistics module;
furthermore, a feedback data collection module comprising:
the result collection module is used for establishing a collection channel to collect the result of medication feedback;
the result screening module is used for screening the result to obtain good feedback information and bad feedback information;
and the feedback data perfecting module is used for transmitting the good feedback information and the bad feedback information to the result statistics module and providing corresponding countermeasure suggestions for the bad feedback information.
A countermeasure response module 205 for searching for medication advice in the statistical model via a search engine based on medication information;
further, a countermeasure response module includes;
the information input module is used for inputting the medicine name and the information of the medicine user into the statistical model through the search engine to search for medicine recommendation;
and the result display module feeds back a countermeasure result in the statistical model according to the input information.
According to the method, the data collection module, the data analysis module, the result statistics module, the feedback data collection module and the countermeasure response module are arranged, the aspect of child medication information in the selected medication instruction is taken as an entry point, the problems and suggestions existing in the current child medication instruction are analyzed and induced by using the medical theory and pediatric medication basic principle, and some problems affecting child medication safety are discussed, so that from the scientific aspect, safe and reliable suggestions are provided for the child medication process, safety and scientificity in child medication are further improved, accidents are reduced, beneficial references are provided for promoting the perfection of the medication instruction, clinical experiments and research and development of child special medication, reasonably and normally using Chinese patent medicines, and the like, and scientific suggestions are effectively provided for child medication.
In addition, the embodiment of the invention also provides a computer readable storage medium.
The computer readable storage medium of the invention stores a safety monitoring program, wherein the safety monitoring program realizes the steps of the child medication safety monitoring method when being executed by a processor.
The method implemented when the safety monitoring program is executed may refer to various embodiments of the child medication safety monitoring method of the present invention, and will not be described herein.
It should be noted that, in this document, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or system that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or system. Without further limitation, an element defined by the phrase "comprising one … …" does not exclude the presence of other like elements in a process, method, article, or system that comprises the element.
The foregoing embodiment numbers of the present invention are merely for the purpose of description, and do not represent the advantages or disadvantages of the embodiments.
The subject application is operational with numerous general purpose or special purpose computer system environments or configurations. For example: personal computers, server computers, hand-held or portable devices, tablet devices, multiprocessor systems, microprocessor-based systems, set top boxes, programmable consumer electronics, network PCs, minicomputers, mainframe computers, distributed computing environments that include any of the above systems or devices, and the like. The application may be described in the general context of computer-executable instructions, such as program modules, being executed by a computer. Generally, program modules include routines, programs, objects, components, data structures, etc. that perform particular tasks or implement particular abstract data types. The application may also be practiced in distributed computing environments where tasks are performed by remote processing devices that are linked through a communications network. In a distributed computing environment, program modules may be located in both local and remote computer storage media including memory storage devices.
From the above description of the embodiments, it will be clear to those skilled in the art that the above-described embodiment method may be implemented by means of software plus a necessary general hardware platform, but of course may also be implemented by means of hardware, but in many cases the former is a preferred embodiment. Based on such understanding, the technical solution of the present invention may be embodied essentially or in a part contributing to the prior art in the form of a software product stored in a storage medium (e.g. ROM/RAM, magnetic disk, optical disk) as described above, comprising instructions for causing a terminal device (which may be a mobile phone, a computer, a server, an air conditioner, or a network device, etc.) to perform the method according to the embodiments of the present invention.
Finally, it should be noted that: the foregoing description is only illustrative of the preferred embodiments of the present invention, and although the present invention has been described in detail with reference to the foregoing embodiments, it will be apparent to those skilled in the art that modifications may be made to the embodiments described, or equivalents may be substituted for elements thereof, and any modifications, equivalents, improvements or changes may be made without departing from the spirit and principles of the present invention.
Claims (10)
1. A child medication safety monitoring system, comprising:
the data collection module is used for collecting information of related documents, monographs and related policies of children medication and drug specifications by using a literature research method and sorting the collected information into a database;
the data analysis module is used for carrying out statistical analysis on the data by using the SPSS22.0 to obtain at least two sub-data sets;
the result statistics module is used for obtaining a statistical model after classifying and counting the sub-data sets, and embedding a search engine into the statistical model;
the feedback data collection module is used for collecting medication feedback information, transmitting the medication feedback information to the result statistics module, and updating and perfecting the medication feedback information in the statistics model;
and the countermeasure response module is used for searching the medication suggestion in the statistical model through a search engine according to the medicine information.
2. The child medication safety monitoring system of claim 1, wherein the data collection module comprises:
the medicine list collection module is used for collecting lists of all children medicines on the market;
the database establishment module is used for collecting corresponding related documents, monographs, related policies, drug specifications and medical orders according to the list to establish a database;
and the database establishment module is used for identifying and arranging the database by using a literature research method to obtain a database.
3. The child medication safety monitoring system of claim 2, wherein the data analysis module comprises:
the data preparation module is used for converting the database into SPSS data files by utilizing the functions provided by the SPSS according to the requirements of the SPSS;
the processing and sorting module is used for carrying out necessary pretreatment on the data in the editing window of the data file;
the analysis module is used for carrying out analysis modeling on the preprocessed data file and establishing a plurality of groups of sub-data sets according to file attributes;
and the annotation module is used for defining the statistical meaning of the plurality of groups of sub-data sets and making reasonable practical explanation by combining application background knowledge.
4. A child medication safety monitoring system according to claim 3, wherein said outcome statistics module comprises:
the sample set establishing module is used for reducing data to the extent of easy management by carrying out mathematical statistical analysis on the sub-data sets to obtain a sample set;
the sample classifying module is used for classifying similar samples into one type by adopting cluster analysis and distinguishing sample sets with large differences to obtain statistical data;
and the model building module is used for building a statistical model with a search engine based on the statistical data.
5. The child medication safety monitoring system of claim 4, wherein the feedback data collection module comprises:
the result collection module is used for establishing a collection channel to collect the result of medication feedback;
the result screening module is used for screening the result to obtain good feedback information and bad feedback information;
and the feedback data perfecting module is used for transmitting the good feedback information and the bad feedback information to the result statistics module and providing corresponding countermeasure suggestions for the bad feedback information.
6. The child medication safety monitoring system of claim 5, wherein said countermeasure response module comprises;
the information input module is used for inputting the medicine name and the information of the medicine user into the statistical model through the search engine to search for medicine recommendation;
and the result display module feeds back a countermeasure result in the statistical model according to the input information.
7. The medication safety monitoring method for children is characterized by comprising the following steps:
collecting information of related documents, monographs and related policies of children medication and drug specifications of children medication by using a literature research method, and arranging the collected information into a database;
carrying out statistical analysis on the data by using SPSS22.0 to obtain at least two sub-data sets;
classifying and counting the sub-data sets to obtain a statistical model, and embedding a search engine into the statistical model;
collecting medication feedback information, transmitting the medication feedback information to a result statistics module, and updating and perfecting the medication feedback information in a statistics model;
searching for medication advice in the statistical model through a search engine according to the medication information.
8. The method for monitoring medication safety of children as in claim 7, wherein collecting information of related documents, monographs, related policies of medication of children and specifications of medicines by using a literature study method, and organizing the collected information into a database, comprises:
collecting a list of all child medicines on the market;
collecting corresponding related documents, monographs, related policies, drug specifications and medical orders according to the list to establish a database;
and identifying and arranging the database by using a literature research method to obtain the database.
9. The method of claim 8, wherein the applying SPSS22.0 to statistically analyze the data to obtain at least two sub-data sets comprises:
converting the database into SPSS data files by utilizing the functions provided by the SPSS according to the requirements of the SPSS;
performing necessary preprocessing on the data in the editing window of the data file;
analyzing and modeling the preprocessed data file, and establishing a plurality of groups of sub-data sets according to file attributes;
the statistical meaning of the sub-data sets is defined for a plurality of groups of the sub-data sets, and reasonable practical explanation is made by combining application background knowledge.
10. The method of claim 9, wherein the collecting medication feedback information and transmitting the medication feedback information to a result statistics module and updating the medication feedback information to be refined in a statistics model comprises:
establishing a collection channel to collect the result of medication feedback;
screening the result to obtain good feedback information and bad feedback information;
and transmitting the good feedback information and the bad feedback information to a result statistics module, and providing corresponding countermeasure suggestions for the bad feedback information.
Priority Applications (1)
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| CN202310380139.2A CN116564552A (en) | 2023-04-11 | 2023-04-11 | Child medication safety monitoring system and monitoring method thereof |
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| CN202310380139.2A CN116564552A (en) | 2023-04-11 | 2023-04-11 | Child medication safety monitoring system and monitoring method thereof |
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