CN114864058A - Biomedical consumable purchasing analysis system and method - Google Patents
Biomedical consumable purchasing analysis system and method Download PDFInfo
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- G16H40/00—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
- G16H40/20—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the management or administration of healthcare resources or facilities, e.g. managing hospital staff or surgery rooms
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- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/27—Replication, distribution or synchronisation of data between databases or within a distributed database system; Distributed database system architectures therefor
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- G06—COMPUTING; CALCULATING OR COUNTING
- G06K—GRAPHICAL DATA READING; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
- G06K17/00—Methods or arrangements for effecting co-operative working between equipments covered by two or more of main groups G06K1/00 - G06K15/00, e.g. automatic card files incorporating conveying and reading operations
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06K—GRAPHICAL DATA READING; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
- G06K17/00—Methods or arrangements for effecting co-operative working between equipments covered by two or more of main groups G06K1/00 - G06K15/00, e.g. automatic card files incorporating conveying and reading operations
- G06K17/0022—Methods or arrangements for effecting co-operative working between equipments covered by two or more of main groups G06K1/00 - G06K15/00, e.g. automatic card files incorporating conveying and reading operations arrangements or provisious for transferring data to distant stations, e.g. from a sensing device
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- G—PHYSICS
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- G06Q—INFORMATION 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
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- G06Q10/08—Logistics, e.g. warehousing, loading or distribution; Inventory or stock management
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION 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
- G06Q10/00—Administration; Management
- G06Q10/08—Logistics, e.g. warehousing, loading or distribution; Inventory or stock management
- G06Q10/087—Inventory or stock management, e.g. order filling, procurement or balancing against orders
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION 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
- G06Q30/00—Commerce
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- G06—COMPUTING; CALCULATING OR COUNTING
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- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION 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
- G06Q30/00—Commerce
- G06Q30/02—Marketing; Price estimation or determination; Fundraising
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION 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
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- G06Q30/0201—Market modelling; Market analysis; Collecting market data
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- G—PHYSICS
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- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H10/00—ICT specially adapted for the handling or processing of patient-related medical or healthcare data
- G16H10/60—ICT specially adapted for the handling or processing of patient-related medical or healthcare data for patient-specific data, e.g. for electronic patient records
Abstract
The invention discloses a biomedical consumable purchasing analysis system capable of analyzing according to the sales and use data of biomedical consumables, which comprises: identifying and reading a first data point and a second data point of the biomedical consumables at a sale position and a use position respectively, combining the first data point and the second data point to generate a readable data packet, and then sending the readable data packet; the interaction device obtains detection result data at the second data point; collecting personal data of a biomedical consumable user, combining the personal data with the detection result number to generate a readable data packet, and sending the readable data packet; receiving readable data packets at a third data point different from the first two data points, and judging that the readable data packets received at the different data points are mutually matched to obtain life cycle data of the biomedical consumable; and combining the life cycle data with the detection result data and the personal data to obtain correlation data among the personal data, the purchasing habits and the corresponding detection results. The invention also provides an application method of the system.
Description
Technical Field
The invention relates to the field of biomedical consumables in general, and particularly relates to a system and a method for analyzing purchase data based on biomedical consumables.
Background
Traditional biomedical consumables are either marketed over the counter or, more recently, can be ordered online, and in traditional sales, it is difficult for suppliers to manage and track the different stages of the product life cycle, which presents a number of problems: inventory management is difficult, reminding warnings cannot be received before products expire, and production or logistics cannot be adjusted in time; sales data are also inaccurate, and due to lack of data information, many data analyses (such as sales prediction, user behavior analysis and the like) cannot be carried out; logistics management is difficult, and goods cannot be planned and supplied in time; counterfeit product protection is not possible and consumers and distributors may have difficulty distinguishing counterfeit products from genuine products.
Patent document 1 (CN 109871913A) describes a system and a method for managing medical consumables by tracing the source all the way, which realizes the determination of qualified or overdue test reagents by scanning the bar codes of the test reagents, and achieves the purpose of monitoring the test reagents all the way from production to use. Patent document 2 (CN 109615039A) describes a medical consumable and a medical reagent management system and method using RFID technology, which recognize and manage information of reagents or consumables by RFID technology, monitor the number and validity period of the reagents or consumables at any time, and perform warning, thereby realizing management and allocation of the reagents and consumables. Patent document 3 (CN 110289087A) describes a medical equipment consumable management system for a modern hospital, which updates an ERP system of the hospital through a consumable management center platform, a consumable archive management end and an institution management end thereof, provides a product catalog for the ERP, and also provides detailed archive information for traceability.
In the prior art, data of consumables in a circulation link can be obtained through modes such as scanning and the like so as to realize source tracing, inventory and logistics and judge qualified products. However, there are cases where the above technique has not found a more unsolved solution:
1. the detection result of the biomedical consumables and the living habits and purchasing habits of the detection objects have correlation analysis significance. Further, statistics generated using artificial intelligence may be used in many industries and applications, including but not limited to disease control, disease prevention, disease monitoring, public health statistics, health improvement, and fitness.
2. Biomedical consumables, particularly point-of-care (POCT) biomedical consumables, allow medical testing to be performed near the time or place of patient care, rather than traditional testing limited to medical laboratories. Through the correlation analysis of the sales data and the used data, the data such as sales and use position sequencing, time sequencing, result-time correlation and the like can be obtained, so that an enterprise is guided to arrange the vending machine and the instant detection machine for instantly detecting consumables at a reasonable space position and time node.
Disclosure of Invention
The present invention is directed to provide a system and a method for analyzing the purchase of biomedical consumables based on the sales and usage data of the biomedical consumables.
In order to achieve the purpose, the technical scheme of the invention is as follows:
a biomedical consumable procurement analysis system comprising a biomedical consumable having a unique identifier with identifiable and readable data;
at least still include:
the first data point is positioned at the sale position of the biomedical consumables and used for identifying and reading the unique identifier of the biomedical consumables sold, combining the unique identifier and the unique identifier to generate a readable data packet and then sending the readable data packet;
the second data point is positioned at the using position of the biomedical consumable and used for identifying and reading the unique identifier of the used biomedical consumable, combining the unique identifier and the unique identifier to generate a readable data packet and then sending the readable data packet;
the interaction device is used for obtaining detection result data generated after the biomedical consumable is used at the second data point; collecting personal data of a biomedical consumable user, combining the detection result data and the personal data to generate a readable data packet, and sending out the readable data packet;
a third data point, physically different from the first data point and the second data point, for receiving and analyzing the first data point, the second data point and the readable data packet sent by the interactive device; establishing a correlation link if the readable data packets received at different data points are matched to obtain life cycle data of the biomedical consumable; and combining the life cycle data with the detection result data and the personal data to obtain correlation data among the personal data, the purchasing habits and the corresponding detection results.
In the prior art, although a scheme for performing whole-process supervision and overall management on traceability management of medical consumables, identifying products through an RFID technology, sending out a prompt in time and applying the prompt to an ERP system is disclosed, no deep association exists between a detection result of the medical consumables and a detection object. In view of the current situation, the biomedical consumable material purchasing and analyzing system provided by the invention not only collects relevant data of the biomedical consumable materials at the positions of sale and use at the first data point and the second data point respectively, but also relates the detection result of the user with personal data through the interactive device and the third data point.
The interactive device collects the detection data of the medical consumables used by the user and the personal data of the user at the same time, but not only the product data of the medical consumables. And receiving all the readable data packets by using third data points at different positions from the first two data points, searching and establishing correlation relation among the readable data packets by using the third data points, wherein the readable data packets matched with the different data points obtain the life cycle data of the biomedical consumable, so that the life cycle data can be used for mastering various data of the biomedical consumable from sale to use, and the data brings convenience for various analyses of the biomedical consumable from sale to use.
More importantly, the life cycle data, the monitoring result data and the personal data are also correlated on the third data point, and the obtained correlation data among the personal data, the purchasing habits and the detection results enables the biomedical consumables not only to be limited in a simple production and sales management perspective, but also to be deep into fields closely related to users, and provides data support for further application. The correlation data can be applied to further refining and scientifically overall management of production and sales behaviors of biomedical consumables, and provides a data analysis basis for the fields of disease control and prevention, disease monitoring, public health statistics, health improvement and the like.
Further, the life cycle data of the biomedical consumables is used for inventory management, logistics management, product expiration management, anti-counterfeiting management, and/or sales data analysis. The first data point is far from sales related data, the second data point records use related data, the data can monitor which biomedical consumables are sold in quantity at any time and place in real time, a manager can perform scientific production, product supply, analysis and management of sales data and the like according to the data, and inventory management is more convenient. Also, since data of each biomedical consumable is recorded, in the product expiration management, biomedical consumables closer to the expiration date can be shipped and sold first, reminders can be set before the product is expired, and the like. When the user uses the device, the tracing condition of the biomedical consumables purchased by the user can be known after the unique identifier of the user is identified and read, so that counterfeit products are prevented from being purchased.
Further, the first data point also sends out the position, sale unit price and/or sale quantity of the first data point as self data after being combined with the unique identifier data of the biomedical consumable;
the second data point also takes the position, the use mode and/or the use habit data of the second data point as self data to be sent out after being combined with the unique identifier data of the biomedical consumable;
the third data point is used for receiving and analyzing the first data point, the second data point and the readable data packets sent by the interaction device, if the readable data packets received at different data points are matched with each other, a correlation relation is established, and a correlation relation between the sales behavior and the use behavior of the biomedical consumable in any two of position, price, use mode or use habit is obtained.
Different from the common method of only recording the relevant data of the product, the method also records the data collected except the biomedical consumable after the unique identifier of the biomedical consumable is identified and read by the first data point, namely the position of the first data point where the biomedical consumable is located, the selling unit price and the selling data, and finally sends out the data which is the combination of the two types of data; wherein, since the first data point is the location of sale, recording the location where it was sold, the price and quantity sold can combine the product itself with the physical location and sales.
As with the first data point, the location, usage pattern and/or usage habit data of the second data point at which the biomedical consumable is located is also collected at the second data point. Wherein, since the second data point is the use location, at which point the user has completed the purchase, what is collected is mainly where to use the purchased biomedical consumables.
The third data point receives the readable data packet collected by summarizing the two data points and establishes the correlation between the data, and the data also comprises personalized data for purchase and use, so that the correlation relationship between the sales behavior and the use behavior of the biomedical consumable in any two of position, price, use mode or use habit can be better analyzed.
The unique identifier on each biomedical consumable may contain a variety of data, and in the present invention it is preferred that the unique identifier has data including: identification mark (can be used for identifying the biomedical consumable product), time stamp (the time when the biomedical consumable product is identified on each data point), position stamp (the position when the biomedical consumable product is identified on each data point), product information (the product name, the manufacturer, the production date and the like of the medical consumable product) or any combination of the identification mark and the time stamp.
Further, the data of the unique identifier is identified and read by manual, two-dimensional code, bar code, or RFID means. Since the scenes and the positions of the biomedical consumables which are sold and used are various, and the hardware condition where the consumables are identified is difficult to control, the invention sets one or more of the above various ways as the identification way.
Further, the first data point is a point of sale having a scanner that identifies and reads a unique identifier. Only the point of sale having a scanner that recognizes and reads the unique identifier can identify and transmit the data of the sold biomedical consumable for subsequent collection and analysis.
Further, the first data point is a sales device having a scanning component that can identify and read a unique identifier of a biomedical consumable when the consumable is sold. The sale of biomedical consumables is often a manual sale at a store counter, and in this case is preferably a sales device (e.g., a vending machine) with a scanning component, which allows the purchaser to complete the entire purchase process by himself, which may better protect the privacy of the user. And because the resident of staff is not needed, the adaptability is stronger, the cost is lower, the large-scale application is facilitated, and a dense sale network is formed.
Further, the second data point is located at a location where the biomedical consumable is to be used, adapted for stand-alone use and for use in conjunction with other equipment instruments. Because biomedical consumables are various, some biomedical consumables can be independently used without other equipment or instruments, and some biomedical consumables are used together with other equipment or instruments, and the two biomedical consumables are suitable for the invention.
Further, the interaction device is a mobile terminal with an application program, and the application program is used for receiving and storing the detection result data; the system is used for collecting personal data of a user obtained after tracking, wherein the personal data comprises any one or a combination of age, height, weight, heart rate and exercise amount. The mobile terminal with the application program is a device which is carried by people in modern life, and the mobile terminal can be used as an interactive device to receive and store detection result data instantly and quickly. And because the equipment is closely related to people, personal data of the user is often stored, and the data can be conveniently combined with the biomedical consumable material purchasing and analyzing system through the mobile terminal.
Furthermore, the third data point is a remote data center and is connected with the first data point and the second data point in a wired or wireless mode; the third data point stores data in a private blockchain database. The remote data center is usually a background server, and the background server has strong storage and operation functions, so that correlation analysis of various data is facilitated. Hacking, theft, invasion of privacy and fraudulent activities can be prevented by the remote data center storing the data in a hardly modifiable blockchain technique, so that the authenticity of the data is guaranteed.
Further, the third data point is integrated into the ERP software, or the third data point is dockable with existing ERP software. The ERP software refers to management software for collecting, storing and managing different business activities by an enterprise organization, and the third data point in the invention is integrated into the management software of the enterprise, so that various analysis and management can be more convenient, and the ERP software can better help other business activities.
And further, other data points are included besides the first data point, the second data point and the third data point, and are used for carrying out data identification, reading and sending out on the biomedical consumables at other positions of purchasing. For example, a data point can be set immediately after manufacture to obtain production-related information. More data points can better help to analyze the condition of each link in the whole process of production, sale and use of the biomedical consumables, and more data can help to make more scientific decisions and more reasonable application.
It is another object of the present invention to provide a method of application of the above system, comprising a biomedical consumable having a unique identifier with data that can be identified and read;
at least comprises the following steps:
identifying and reading the unique identifier of the biomedical consumable at the sale position of the biomedical consumable, combining the unique identifier and the unique identifier to generate a readable data packet, and then sending the readable data packet;
identifying and reading the unique identifier of the used biomedical consumable at the use position of the biomedical consumable, combining to generate a readable data packet and then sending out the readable data packet;
obtaining test result data generated after the biomedical consumable is used at a second data point; collecting personal data of a biomedical consumable user, combining the detection result data and the personal data to generate a readable data packet, and sending out the readable data packet;
receiving and analyzing the first and second data points, the detection result and the readable data packet of the personal data; if the readable data packets received at different data points are matched with each other, establishing a correlation relationship to obtain life cycle data of the biomedical consumable; and combining the life cycle data with the detection result data and the personal data to obtain correlation data among the personal data, the purchasing habits and the corresponding detection results.
As described in the biomedical consumable material purchasing analysis system, the control method of the invention can analyze the correlation between the detection result of the biomedical consumable material and the life habits and purchasing habits of the detection object. These data are useful in many industries and applications including, but not limited to, disease control, disease prevention, disease monitoring, public health statistics, health improvement, and fitness, and can be applied more reasonably scientifically and broadly than in the prior art.
Drawings
FIG. 1 is a schematic diagram of a biomedical consumable procurement analysis system of the invention;
FIG. 2 is a flow chart of the application method of the biomedical consumable procurement analysis system of the invention.
Detailed Description
The biomedical consumable procurement analysis system and the biomedical consumable procurement analysis method of the invention are described in detail with reference to the accompanying drawing description, so as to explain and explain the protection scope of the invention.
FIG. 1 shows a biomedical consumable procurement analysis system, including a biomedical consumable having a unique identifier with identifiable and readable data;
further comprising:
the first data point is positioned at the sale position of the biomedical consumables and used for identifying and reading the unique identifier of the biomedical consumables sold, combining the unique identifier and the unique identifier to generate a readable data packet and then sending the readable data packet;
the second data point is positioned at the using position of the biomedical consumable and used for identifying and reading the unique identifier of the used biomedical consumable, combining the unique identifier and the unique identifier to generate a readable data packet and then sending the readable data packet;
the interaction device is used for obtaining detection result data generated after the biomedical consumable is used at the second data point; collecting personal data of a biomedical consumable user, combining the detection result data and the personal data to generate a readable data packet, and sending out the readable data packet;
a third data point, physically different from the first data point and the second data point, for receiving and analyzing the first data point, the second data point and the readable data packet sent by the interactive device; if the readable data packets received at different data points are matched with each other, establishing a correlation relationship to obtain life cycle data of the biomedical consumable; and combining the life cycle data with the detection result data and the personal data to obtain correlation data among the personal data, the purchasing habits and the corresponding detection results.
The biomedical consumables refer to equipment applied to the medical care or public health field in the medical or natural science field, such as insulin strips, pregnancy test paper, birth control medical instruments and the like. In the prior art, although a scheme for performing whole-process supervision and overall management on traceability management of medical consumables, identifying products through an RFID technology, sending out a prompt in time and applying the prompt to an ERP system is disclosed, no deep association exists between a detection result of the medical consumables and a detection object. In view of the current situation, the biomedical consumable material purchasing and analyzing system provided by the invention not only collects relevant data of the biomedical consumable materials at the positions of sale and use at the first data point and the second data point respectively, but also relates the detection result of the user with personal data through the interactive device and the third data point.
The first data point may be anywhere the biomedical consumable is sold. The unique identifier relates to any information unique to the individual consumable medical consumable including, but not limited to, product ID, expiration date, date of manufacture, product color, etc. data. The data of the unique identifier may be scanned and read by a scanner before being sold to a customer at a pharmacy's desk, or may be identified and read by manual, two-dimensional code, bar code, or RFID means. Since the scenes and the positions of the biomedical consumables which are sold and used are various, and the hardware condition where the consumables are identified is difficult to control, the invention sets one or more of the above various ways as the identification way. The first data point is preferably a point of sale having a scanner that identifies and reads the unique identifier, since only the point of sale having the scanner that identifies and reads the unique identifier can identify and transmit the data of the sold biomedical consumable for subsequent collection and analysis.
The second data point may be anywhere the biomedical consumable is used, suitable for stand-alone use and for use in conjunction with other equipment instruments. Because biomedical consumables are various, some biomedical consumables can be independently used without other equipment or instruments, and some biomedical consumables are used together with other equipment or instruments, and the two biomedical consumables are suitable for the invention.
The interactive device collects the detection data of the medical consumables used by the user and the personal data of the user at the same time, but not just the product data of the medical consumables. And receiving all the readable data packets by using third data points at different positions from the first two data points, searching and establishing correlation relation among the readable data packets by using the third data points, wherein the readable data packets matched with the different data points obtain the life cycle data of the biomedical consumable, so that the life cycle data can be used for mastering various data of the biomedical consumable from sale to use, and the data brings convenience for various analyses of the biomedical consumable from sale to use. The interaction device is a mobile terminal (such as a smart phone, a tablet computer, a watch only and the like) with an application program, and the application program is used for receiving and storing detection result data; the system is used for collecting personal data of a user obtained after tracking, wherein the personal data comprises any one or a combination of age, height, weight, heart rate and exercise amount. The mobile terminal with the application program is a device which is carried by people in modern life, and the mobile terminal can be used as an interactive device to receive and store detection result data instantly and quickly. And because the equipment is closely related to people, personal data of the user is often stored, and the data can be conveniently combined with the biomedical consumable material purchasing and analyzing system through the mobile terminal.
More importantly, the life cycle data, the monitoring result data and the personal data are also correlated on the third data point, and the obtained correlation data among the personal data, the purchasing habits and the detection results enables the biomedical consumables not only to be limited in a simple production and sales management perspective, but also to be deep into fields closely related to users, and provides data support for further application. The correlation data can be applied to further refining and scientifically overall management of production and sales behaviors of biomedical consumables, and provides a data analysis basis for the fields of disease control and prevention, disease monitoring, public health statistics, health improvement and the like. For example: disease control and detection can be judged where the virus is most severely spread by plotting the test positive/negative results obtained at multiple data points. The physiological health data, the geographic position and other information of the infected person and the healthy person are compared through the data collected at each data point, and if the information is found to be highly approximate, the infected persons with high probability can be judged. The method is convenient for judging the high-risk infection area or the high-risk infection crowd when all people cannot obtain final detection in time during the sudden novel large-scale infectious disease, and is beneficial to relevant departments or organizations to make pre-judgment and relevant disease control means according to the data and prevent further outbreak of diseases.
On the basis of the above scheme of three data points, the present embodiment preferably includes, in addition to the first data point, the second data point, and the third data point, other data points for performing data identification, reading, and sending out of the biomedical consumable at other locations of purchase. For example, a data point can be set immediately after manufacture to obtain production-related information. More data points can better help to analyze the condition of each link in the whole process of production, sale and use of the biomedical consumables, and more data can help to make more scientific decisions and more reasonable application.
The life cycle data of biomedical consumables recorded in the present invention can be applied in various fields, for example: inventory management, logistics management, product expiration management, anti-counterfeiting management, and/or sales data analysis. The first data point is far from sales related data, the second data point records use related data, the data can monitor which biomedical consumables are sold in quantity at any time and place in real time, a manager can perform scientific production, product supply, analysis and management of sales data and the like according to the data, and inventory management is more convenient. Also, since data of each biomedical consumable is recorded, in the product expiration management, biomedical consumables closer to the expiration date can be shipped and sold first, reminders can be set before the product is expired, and the like. When the user uses the device, the tracing condition of the biomedical consumables purchased by the user can be known after the unique identifier of the user is identified and read, so that counterfeit products are prevented from being purchased.
As a preferred scheme of data recording, the first data point also sends out the position, sale unit price and/or sale quantity of the first data point as self data after being combined with the unique identifier data of the biomedical consumable;
the second data point also takes the position, the use mode and/or the use habit data of the second data point as self data to be sent out after being combined with the unique identifier data of the biomedical consumable;
the third data point is used for receiving and analyzing the first data point, the second data point and the readable data packets sent by the interaction device, if the readable data packets received at different data points are matched with each other, a correlation relation is established, and a correlation relation between the sales behavior and the use behavior of the biomedical consumable in any two of position, price, use mode or use habit is obtained.
Different from the common method of only recording the relevant data of the product, the method also records the data collected except the biomedical consumable after the unique identifier of the biomedical consumable is identified and read by the first data point, namely the position of the first data point where the biomedical consumable is located, the selling unit price and the selling data, and finally sends out the data which is the combination of the two types of data; wherein, since the first data point is the location of sale, recording the location where it was sold, the unit price and quantity sold can combine the product itself with the physical location and sales.
As with the first data point, the location, usage pattern and/or usage habit data of the second data point at which the biomedical consumable is located is also collected at the second data point. Wherein, since the second data point is the use location, at which point the user has completed the purchase, what is collected is mainly where to use the purchased biomedical consumables.
The third data point receives the readable data packet collected by summarizing the two data points and establishes the correlation between the data, and the data also comprises personalized data for purchase and use, so that the correlation relationship between the sale behavior and the use behavior of the biomedical consumables in any two of position, price, use mode or use habit can be better analyzed.
The unique identifier on each biomedical consumable may contain a variety of data, and in the present invention it is preferred that the unique identifier has data including: the identification mark (which can be used to identify the biomedical consumable product), the time stamp (the time when the biomedical consumable product is identified on each data point), the position stamp (the position when the biomedical consumable product is identified on each data point), and the product information (the unique corresponding product ID, name, manufacturer, date of manufacture, etc. of the medical consumable product) or any combination of the above.
To ensure that sales activity is recorded, the first data point is preferably a sales device having a scanning component that can identify and read a unique identifier of a biomedical consumable when it is sold. The sale of biomedical consumables is often a manual sale at a store counter, and in this case is preferably a sales device (e.g., a vending machine) with a scanning component, which allows the purchaser to complete the entire purchase process by himself, which may better protect the privacy of the user. And because the resident of staff is not needed, the adaptability is stronger, the cost is lower, the large-scale application is facilitated, and a dense sale network is formed.
The third data point is different from the first data point and the second data point in physical position, so the position is not limited to the selling and using places, and in order to achieve better data collecting and analyzing effects, the embodiment provides two preferable schemes of the third data point to adapt to different using scenes.
The first one is: the third data point is a remote data center and is connected with the first data point and the second data point in a wired or wireless mode; the third data point stores data in a private blockchain database. The remote data center is usually a background server, and the background server has strong storage and operation functions, so that correlation analysis of various data is facilitated. Hacking, theft, invasion of privacy and fraudulent activities can be prevented by the remote data center storing the data in a hardly modifiable blockchain technique, so that the authenticity of the data is guaranteed. A blockchain is an ever-growing list of records, called blocks, that is associated with the use of cryptography. Each block contains a cryptographic hash, a timestamp, and data of a previous block. In design, the blockchain is resistant to modification of the data, because to change one data block, each previous data block must be decoded and modified. In other words, once recorded, any given data block cannot be retroactively changed without changing all subsequent data blocks, requiring much consent of each user of the network.
The second method is as follows: the third data point is integrated into the ERP software, or the third data point is dockable with existing ERP software. The ERP software refers to management software for collecting, storing and managing different business activities by an enterprise organization, and the third data point in the invention is integrated into the management software of the enterprise, so that various analysis and management can be more convenient, and the ERP software can better help other business activities.
FIG. 2 shows a method of application of the above system of the invention, comprising a biomedical consumable having a unique identifier with data that can be identified and read;
at least the following steps are included:
identifying and reading the unique identifier of the biomedical consumable at the sale position of the biomedical consumable, combining the unique identifier and the unique identifier to generate a readable data packet, and then sending the readable data packet;
identifying and reading the unique identifier of the used biomedical consumable at the use position of the biomedical consumable, combining to generate a readable data packet and then sending out the readable data packet;
obtaining test result data generated after the biomedical consumable is used at a second data point; collecting personal data of a biomedical consumable user, combining the detection result data and the personal data to generate a readable data packet, and sending out the readable data packet;
receiving and analyzing the first and second data points, the detection result, and the readable data packet of the personal data; if the readable data packets received at different data points are matched with each other, establishing a correlation relationship to obtain life cycle data of the biomedical consumable, otherwise, recording related information; and combining the life cycle data with the detection result data and the personal data to obtain the correlation data among the personal data, the purchasing habits and the corresponding detection results.
As described in the biomedical consumable material purchasing analysis system, the control method of the invention can analyze the correlation between the detection result of the biomedical consumable material and the life habits and purchasing habits of the detection object. These data are useful in many industries and applications including, but not limited to, disease control, disease prevention, disease monitoring, public health statistics, health improvement, and fitness, and can be applied more reasonably scientifically and broadly than in the prior art.
The present embodiment provides a method for confirming the sale of biomedical consumables by applying the present control method, which can determine whether a match can be made by comparing a readable data packet received from a first data point and a second data point with stored data in an existing database at a third data point, confirm the sale of biomedical consumables corresponding to the readable data packet when the match can be made, and record related information; and when no data which can be matched exists, the sales condition is not confirmed for a while, and then the relevant information is recorded.
Variations and modifications to the above-described embodiments may occur to those skilled in the art based upon the disclosure and teachings of the above specification. Therefore, the present application is not limited to the specific embodiments disclosed and described above, and several modifications and variations of the application are also intended to fall within the scope of the claims. In addition, although specific terms are employed herein, they are used in a generic and descriptive sense only and not for purposes of limitation.
Claims (13)
1. A biomedical consumable procurement analysis system comprising a biomedical consumable having a unique identifier with identifiable and readable data; it is characterized in that the preparation method is characterized in that,
at least still include:
the first data point is positioned at the sale position of the biomedical consumables and used for identifying and reading the unique identifier of the biomedical consumables sold, combining the unique identifier and the unique identifier to generate a readable data packet and then sending the readable data packet;
the second data point is positioned at the using position of the biomedical consumable and used for identifying and reading the unique identifier of the used biomedical consumable, combining the unique identifier and the unique identifier to generate a readable data packet and then sending the readable data packet;
the interaction device is used for obtaining detection result data generated after the biomedical consumable is used at the second data point; collecting personal data of a biomedical consumable user, combining the detection result data and the personal data to generate a readable data packet, and sending out the readable data packet;
a third data point, physically different from the first data point and the second data point, for receiving and analyzing the first data point, the second data point and the readable data packet sent by the interactive device; establishing a correlation link if the readable data packets received at different data points are matched to obtain life cycle data of the biomedical consumable; and combining the life cycle data with the detection result data and the personal data to obtain correlation data among the personal data, the purchasing habits and the corresponding detection results.
2. The analysis system of claim 1, wherein the life cycle data of the biomedical consumable is used for inventory management, logistics management, product expiration management, anti-counterfeiting management, and/or sales data analysis.
3. The analytical system of claim 1,
the first data point also sends out the position, sale unit price and/or sale quantity of the first data point as self data after being combined with the unique identifier data of the biomedical consumable;
the second data point also takes the position, the use mode and/or the use habit data of the second data point as self data to be sent out after being combined with the unique identifier data of the biomedical consumable;
the third data point is used for receiving and analyzing the first data point, the second data point and the readable data packets sent by the interaction device, if the readable data packets received at different data points are matched with each other, a correlation relation is established, and a correlation relation between the sales behavior and the use behavior of the biomedical consumable in any two of position, price, use mode or use habit is obtained.
4. The analytical system of any of claims 1 to 3, wherein the unique identifier has data comprising: one or any combination of identification mark, time stamp, position stamp and product information.
5. An analysis system according to any one of claims 1 to 3, wherein the data of the unique identifier is identified and read by manual, two-dimensional code, barcode, or RFID means.
6. The analytical system of claim 1, wherein the first data point is a point of sale having a scanner that identifies and reads a unique identifier.
7. The analytical system of claim 1, wherein the first data point is a sales device having a scanning component that can identify and read a unique identifier of a biomedical consumable when the consumable is sold.
8. The analytical system of claim 1, wherein the second data point is located at a location where the biomedical consumable is used, adapted for stand-alone use and for use in conjunction with other equipment instrumentation.
9. The analysis system of claim 1, wherein the interactive device is a mobile terminal having an application program for receiving and storing the detection result data; the system is used for collecting personal data of a user obtained after tracking, wherein the personal data comprises any one or a combination of age, height, weight, heart rate and exercise amount.
10. The analytical system of claim 1, wherein the third data point is a remote data center connected to the first and second data points by wire or wirelessly; the third data point stores data in a private blockchain database.
11. The analytics system of claim 1, wherein the third data point is integrated into ERP software or the third data point is dockable with existing ERP software.
12. The analytical system of claim 1, further comprising additional data points in addition to the first, second, and third data points for data recognition, reading, and transmission of the biomedical consumable at other locations of purchase.
13. A method of application of a biomedical consumable procurement analysis system includes a biomedical consumable having a unique identifier with identifiable and readable data; it is characterized in that the preparation method is characterized in that,
at least the following steps are included:
identifying and reading the unique identifier of the biomedical consumable at the sale position of the biomedical consumable, combining the unique identifier and the unique identifier to generate a readable data packet, and then sending the readable data packet;
identifying and reading the unique identifier of the used biomedical consumable at the use position of the biomedical consumable, combining to generate a readable data packet and then sending out the readable data packet;
obtaining test result data generated after the biomedical consumable is used at a second data point; collecting personal data of a biomedical consumable user, combining the detection result data and the personal data to generate a readable data packet, and sending out the readable data packet;
receiving and analyzing the first and second data points, the detection result, and the readable data packet of the personal data; establishing a correlation link if the readable data packets received at different data points are matched to obtain life cycle data of the biomedical consumable; and combining the life cycle data with the detection result data and the personal data to obtain correlation data among the personal data, the purchasing habits and the corresponding detection results.
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| CN202110150603.XA CN114864058A (en) | 2021-02-04 | 2021-02-04 | Biomedical consumable purchasing analysis system and method |
| PCT/CN2022/073632 WO2022166671A1 (en) | 2021-02-04 | 2022-01-25 | Biomedical consumable purchase analysis system and method |
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| CN202110150603.XA CN114864058A (en) | 2021-02-04 | 2021-02-04 | Biomedical consumable purchasing analysis system and method |
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| US20090089111A1 (en) * | 2007-09-27 | 2009-04-02 | Xerox Corporation. | System and method for automating product life cycle management |
| CN105118009A (en) * | 2015-09-25 | 2015-12-02 | 河南群智信息技术有限公司 | Medical article flow management system based on identity identification |
| CN106226510B (en) * | 2016-07-05 | 2018-01-02 | 南京天纵易康生物科技股份有限公司 | A kind of high flux rapid diagnosis system and method based on internet |
| US10909548B1 (en) * | 2018-02-28 | 2021-02-02 | Tri-Star Technologies | Apparatus, system and method for facilitating tracking of consumable pharmaceutical articles |
| CN108898393A (en) * | 2018-05-08 | 2018-11-27 | 亳州中药材商品交易中心有限公司 | Chinese medicine DNA Rapid identification Internet of Things anti-fake traceability system and anti-fake source tracing method |
| CN109273049A (en) * | 2018-08-02 | 2019-01-25 | 范祎丹 | A kind of unmanned sales experience system and its apparatus of genetic test |
| CN109390052B (en) * | 2018-09-30 | 2023-10-03 | 王乐军 | Medical convenience terminal, server and system |
| CN111985943B (en) * | 2020-09-24 | 2023-11-10 | 南京麦澜德医疗科技股份有限公司 | Method, device, equipment and storage medium for tracing source and preventing channel conflict of consumable |
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