Chronic disease prevention and treatment knowledge promotion state monitoring method and system

Abstract

The invention discloses a chronic disease prevention and treatment knowledge promotion state monitoring method and system, and relates to the technical field of chronic disease prevention and treatment, and the method comprises the following steps: obtaining the health data information of a target group, carrying out the analysis processing of the health data information, obtaining the health condition parameters of the target group, and obtaining the health condition parameters of the target group; taking the target group meeting the health condition parameter as a promotion group; obtaining acceptance degree information of the current promotion group on the chronic disease prevention and treatment knowledge, determining a standard chronic disease prevention and treatment knowledge understanding level parameter of the promotion group, and analyzing to obtain a first abnormal parameter mastered by the chronic disease prevention and treatment knowledge of the promotion group in combination with an actual chronic disease prevention and treatment knowledge understanding level parameter of the promotion group; and acquiring preference information of the promotion group on the chronic disease prevention and treatment knowledge spreading path, and analyzing and processing the preference information, so that the effect is that the effect of the chronic disease prevention and treatment knowledge promotion state is comprehensively evaluated.

Description

Technical Field

[0001] The present invention relates to the technical field of chronic disease prevention and treatment, and more specifically, to a method and system for monitoring the promotion status of chronic disease prevention and treatment knowledge. Background Art

[0002] With the rapid development of society and the improvement of people's living standards, the incidence of chronic diseases has increased year by year, becoming one of the main problems threatening human health. Chronic diseases have the characteristics of long course, complex causes, and difficulty in cure, which brings huge economic and mental pressure to patients and their families. Therefore, strengthening the popularization and promotion of chronic disease prevention and treatment knowledge and improving the public's understanding of chronic diseases and self-management ability are of great significance to reducing the incidence of chronic diseases and alleviating the suffering of patients.

[0003] However, in actual operation, the promotion of chronic disease prevention and control knowledge faces many challenges. First, due to differences in age, gender, education level and other factors among the target groups, there are large differences in their acceptance and understanding of chronic disease prevention and control knowledge, resulting in poor knowledge dissemination effects. Secondly, the existing channels for the dissemination of chronic disease prevention and control knowledge are relatively single, which is difficult to meet the needs of different groups and affects the efficiency of knowledge dissemination. In addition, the lack of effective monitoring methods to evaluate the effectiveness of the promotion of chronic disease prevention and control knowledge makes it difficult for relevant departments to adjust the promotion strategy in a targeted manner. Summary of the invention

[0004] In view of the deficiencies in the prior art, the object of the present invention is to provide a method and system for monitoring the promotion status of chronic disease prevention and treatment knowledge.

[0005] To achieve the above object, the present invention provides the following technical solutions: A method for monitoring the promotion status of chronic disease prevention knowledge, the method comprising the following steps: Obtain health data information of the target group, analyze and process the health data information to obtain health status parameters of the target group, and use the target group whose health status parameters meet the requirements as the promotion group; Obtain the current promotion group's acceptance of chronic disease prevention and control knowledge, determine the standard chronic disease prevention and control knowledge understanding level parameters of the promotion group, and combine the promotion group's actual chronic disease prevention and control knowledge understanding level parameters to analyze and obtain the first abnormal parameters of the promotion group's chronic disease prevention and control knowledge mastery; Obtain the promotion group's preference information on the dissemination channels of chronic disease prevention and treatment knowledge, analyze and process the preference information, and determine a preset knowledge threshold when the promotion group cannot meet the chronic disease prevention and treatment knowledge needs; The time from when the promotion group is exposed to chronic disease prevention and control knowledge to when the knowledge reaches a preset knowledge threshold is set as the standard time for mastering chronic disease prevention and control knowledge, and the second abnormal parameter of the promotion group's mastery of chronic disease prevention and control knowledge is determined based on the standard time for mastering chronic disease prevention and control knowledge; Obtaining feedback information on chronic disease prevention and treatment knowledge during the use of the promotion group, analyzing and processing the feedback information, and obtaining abnormal parameters of the promotion group's satisfaction with the chronic disease prevention and treatment knowledge; The effect of promoting chronic disease prevention and treatment knowledge was obtained by combining the first abnormal parameter, the second abnormal parameter and the satisfaction abnormal parameter.

[0006] Preferably, obtaining health data information of the target group, analyzing and processing the health data information to obtain health status parameters of the target group, and taking the target group with the corresponding health status parameters as the promotion group specifically includes the following steps: The health data information of the target group includes information on chronic disease status and severity of the disease; The severity of the disease of the target group is determined and marked to obtain the health status parameter HP of the target group; Compare the health status parameter HP of the target group with the preset health status threshold HY: The target group whose health status parameter HP≥preset health status threshold HY is taken as the promotion group.

[0007] Preferably, the current promotion group's acceptance level information of chronic disease prevention and control knowledge is obtained, the standard chronic disease prevention and control knowledge understanding level parameters of the promotion group are determined, and the first abnormal parameters of the promotion group's chronic disease prevention and control knowledge mastery are analyzed and obtained in combination with the actual chronic disease prevention and control knowledge understanding level parameters of the promotion group, which specifically includes the following steps: Obtain the maximum acceptance value of the current promotion group for chronic disease prevention and control knowledge, and based on the maximum acceptance value and according to the specification table corresponding to the promotion group, determine the standard chronic disease prevention and control knowledge understanding level parameter corresponding to the promotion group when the promotion group is at the maximum acceptance value; Obtain the actual chronic disease prevention and control knowledge understanding level parameter corresponding to the maximum acceptance value of the promotion group, and calculate the absolute difference between the actual chronic disease prevention and control knowledge understanding level parameter and the standard chronic disease prevention and control knowledge understanding level parameter as the understanding level difference; The understanding level difference is compared with a preset understanding level deviation threshold, and when the understanding level difference exceeds the preset understanding level deviation threshold, a first abnormal parameter YG of the promotion group's knowledge of chronic disease prevention and treatment is generated.

[0008] Preferably, obtaining the preference information of the promotion group on the dissemination channels of chronic disease prevention and treatment knowledge, analyzing and processing the preference information, and determining the preset knowledge threshold when the promotion group cannot meet the demand for chronic disease prevention and treatment knowledge, specifically includes the following steps: The preference information includes external environment suitability parameters and communication mode suitability parameters. The external environment suitability parameters refer to the matching degree between the actual external environment and the ideal external environment when the promotion group receives chronic disease prevention and treatment knowledge. The communication mode suitability parameters refer to the matching degree between the actual communication mode and the ideal communication mode when the promotion group receives chronic disease prevention and treatment knowledge. Based on the external environment suitability parameters and the communication mode suitability parameters, the fitness parameters of the promotion group's preference for the communication path of chronic disease prevention and treatment knowledge are obtained by cumulative calculation; Based on the preference suitability parameters of the communication pathway, determine the knowledge volume and time variation curve of the promotion group on chronic disease prevention and treatment; Obtain information on the promotion group's learning of chronic disease prevention and control knowledge, and determine the preset knowledge threshold when the promotion group cannot meet the chronic disease prevention and control knowledge needs based on the promotion group's chronic disease prevention and control knowledge and time change curve.

[0009] Preferably, the learning situation information of the promotion group on chronic disease prevention and treatment knowledge is obtained, and according to the chronic disease prevention and treatment knowledge amount and time change curve of the promotion group, the preset knowledge amount threshold when the promotion group cannot meet the chronic disease prevention and treatment knowledge demand is determined, which specifically includes the following steps: The learning situation information includes single learning duration information and single learning interval information; Based on the single learning duration information and the single learning interval information, actual knowledge demand information corresponding to the single learning of the promotion group is obtained; Based on the time variation curve of the chronic disease prevention and control knowledge of the promotion group, the knowledge value when the chronic disease prevention and control knowledge of the promotion group is consistent with the actual knowledge demand is set as the preset knowledge threshold.

[0010] Preferably, the time from the date when the promotion group is exposed to chronic disease prevention and control knowledge to the time when the knowledge reaches a preset knowledge threshold is set as the standard mastering time of chronic disease prevention and control knowledge, and the second abnormal parameter of the promotion group's mastering of chronic disease prevention and control knowledge is determined based on the standard mastering time, specifically including the following steps: The actual time from the day the promotion group is exposed to chronic disease prevention and control knowledge to the day when the knowledge reaches the preset knowledge threshold is the actual mastery time SR of chronic disease prevention and control knowledge; Extract the standard mastering time BR, calculate the absolute difference between the actual mastering time SR and the standard mastering time BR, and mark it as the absolute mastering difference RC; The absolute mastery difference RC is compared with the preset standard mastery difference range. When the absolute mastery difference RC is outside the preset standard mastery difference range, there is an abnormality in the promotion group's mastery of chronic disease prevention and control knowledge, and a second abnormal parameter EG of the promotion group's mastery of chronic disease prevention and control knowledge is generated.

[0011] Preferably, obtaining feedback information on the chronic disease prevention and treatment knowledge during the use of the promotion group, analyzing and processing the feedback information, and obtaining abnormal parameters of the promotion group's satisfaction with the chronic disease prevention and treatment knowledge, specifically includes the following steps: Obtain feedback information on chronic disease prevention and treatment knowledge from the promotion groups in different time periods, including actual satisfaction scores, number of suggestions, and adoption rate of improvement suggestions; Obtain feedback information from the promotion group on the normal state of chronic disease prevention and treatment knowledge, marked as standard feedback information, the standard feedback information includes standard satisfaction score, number of suggestions and adoption rate of improvement suggestions; When the actual satisfaction score is inconsistent with the standard satisfaction score, or the number of suggestions is inconsistent with the standard number of suggestions, or the adoption rate of improvement suggestions is inconsistent with the standard adoption rate of improvement suggestions, there is an abnormality in the promotion group's satisfaction with chronic disease prevention and control knowledge, and an abnormal parameter CG of the promotion group's satisfaction with chronic disease prevention and control knowledge is generated.

[0012] Preferably, the effect of promoting knowledge on chronic disease prevention and treatment is obtained by comprehensively analyzing the first abnormal parameter, the second abnormal parameter and the satisfaction abnormal parameter, which specifically includes the following steps: The first abnormal parameter YG, the second abnormal parameter EG and the satisfaction abnormal parameter CG are cumulatively calculated to obtain the chronic disease prevention and control knowledge promotion effect parameter YC; Compare the chronic disease prevention and control knowledge promotion effect parameter YC with the preset chronic disease prevention and control knowledge promotion effect thresholds [P1, P2]; When YC<P1, it is judged that there is no problem in promoting knowledge on chronic disease prevention and treatment; When P1≤YC<P2, it is judged that there is a first-level problem in the promotion of chronic disease prevention and treatment knowledge; When P2≤YC, it is judged that there are secondary problems in the promotion of chronic disease prevention and treatment knowledge; Among them, the severity of the first-level problem is lower than that of the second-level problem.

[0013] A chronic disease prevention and treatment knowledge promotion status monitoring system, comprising: The first acquisition and determination module acquires health data information of the target group, analyzes and processes the health data information to obtain health status parameters of the target group, and selects the target group whose health status parameters meet the requirements as the promotion group; The first abnormal analysis module obtains the current promotion group's acceptance of chronic disease prevention and control knowledge, determines the standard chronic disease prevention and control knowledge understanding level parameters of the promotion group, and combines the actual chronic disease prevention and control knowledge understanding level parameters of the promotion group to analyze and obtain the first abnormal parameters of the promotion group's chronic disease prevention and control knowledge mastery; The second acquisition and determination module obtains the preference information of the promotion group on the dissemination channels of chronic disease prevention and treatment knowledge, analyzes and processes the preference information, and determines the preset knowledge threshold when the promotion group cannot meet the demand for chronic disease prevention and treatment knowledge; The second abnormal analysis module sets the time from the day the promotion group is exposed to chronic disease prevention and control knowledge to the time when the knowledge reaches a preset knowledge threshold as the standard mastering time of chronic disease prevention and control knowledge, and determines the second abnormal parameter of the promotion group's mastery of chronic disease prevention and control knowledge based on the standard mastering time; The third abnormal analysis module obtains feedback information on chronic disease prevention and treatment knowledge during the use of the promotion group, analyzes and processes the feedback information, and obtains abnormal parameters of the promotion group's satisfaction with chronic disease prevention and treatment knowledge; The comprehensive evaluation module combines the first abnormal parameter, the second abnormal parameter and the satisfaction abnormal parameter to obtain the effect of promoting chronic disease prevention and control knowledge.

[0014] Compared with the prior art, the present invention has the following beneficial effects: 1. This technical solution can more accurately determine the population that needs to be promoted by analyzing the health data of the target group. This method not only improves the effective use of resources, but also ensures that everyone who receives the information is the one who needs the knowledge the most. Therefore, formulating corresponding educational materials and activity plans according to the specific needs of different groups of people can greatly improve the acceptance and application rate of chronic disease prevention and control knowledge. The primary goal of this technical solution is to enhance the public's understanding and attention to chronic disease prevention and control knowledge. By obtaining the health data information of the target group and conducting in-depth analysis and processing of these data, high-risk groups that need to be focused on can be accurately identified, so as to carry out health education and knowledge popularization work in a targeted manner. This personalized promotion strategy helps to increase the public's awareness and participation in chronic disease prevention and control, so that they pay more attention to their own health status, actively take preventive measures, and improve their self-management capabilities.

[0015] 2. Through scientific data analysis and processing, this technical solution can accurately evaluate the knowledge acceptance and preference information of the promotion group, and provide strong support for the formulation of more accurate and effective promotion strategies. For example, according to the actual needs and preferences of the promotion group, the most suitable communication channels and content forms can be selected to avoid waste of resources and duplication of work. In addition, by setting the standard mastering time of chronic disease prevention and treatment knowledge and the preset knowledge threshold, the promotion effect can be monitored and evaluated in real time, and the promotion strategy can be adjusted in time to ensure the optimal allocation and utilization of resources.

[0016] 3. This technical solution focuses on interactivity and participation in the promotion process. By collecting feedback on chronic disease prevention and control knowledge from the promotion group during use, their needs and opinions can be understood in a timely manner, providing important reference for improving promotion strategies. At the same time, this two-way communication method also enhances the sense of participation and belonging of the promotion group, making them more willing to actively participate in the learning of chronic disease prevention and control knowledge, further promoting communication and sharing among the promotion groups, and forming a good atmosphere of mutual assistance and learning environment. This technical solution can identify the problems and shortcomings in the current chronic disease prevention and control work by conducting a comprehensive evaluation of the effectiveness of the promotion status of chronic disease prevention and control knowledge. BRIEF DESCRIPTION OF THE DRAWINGS

[0017] Figure 1 A flow chart of a method for monitoring the status of chronic disease prevention and treatment knowledge promotion proposed by the present invention; Figure 2 The present invention proposes a module schematic diagram of a chronic disease prevention and treatment knowledge promotion status monitoring system. DETAILED DESCRIPTION

[0018] Reference Figure 1 to Figure 2 .

[0019] Embodiment 1 further illustrates a method for monitoring the status of chronic disease prevention and treatment knowledge promotion proposed by the present invention.

[0020] A method for monitoring the promotion status of chronic disease prevention knowledge, the method comprising the following steps: Obtain health data information of the target group, analyze and process the health data information, obtain health status parameters of the target group, and select the target group that meets the health status parameters as the promotion group; Obtain the current promotion group's acceptance of chronic disease prevention and control knowledge, determine the standard chronic disease prevention and control knowledge understanding level parameters of the promotion group, and combine the promotion group's actual chronic disease prevention and control knowledge understanding level parameters to analyze and obtain the first abnormal parameters of the promotion group's chronic disease prevention and control knowledge mastery; Obtain the promotion group's preference information on the channels for disseminating knowledge on chronic disease prevention and treatment, analyze and process the preference information, and determine the preset knowledge threshold when the promotion group cannot meet the knowledge needs of chronic disease prevention and treatment; The time from when the promotion group is exposed to chronic disease prevention and control knowledge to when the knowledge reaches the preset knowledge threshold is set as the standard mastering time of chronic disease prevention and control knowledge, and the second abnormal parameter of the promotion group's mastery of chronic disease prevention and control knowledge is determined based on the standard mastering time; Obtain feedback information on chronic disease prevention and control knowledge during the use of the promotion group, analyze and process the feedback information, and obtain abnormal parameters of the promotion group's satisfaction with chronic disease prevention and control knowledge; The effect of promoting chronic disease prevention and treatment knowledge was obtained by combining the first abnormal parameter, the second abnormal parameter and the satisfaction abnormal parameter.

[0021] This application obtains the health data information of the target group, analyzes and processes it to obtain the health status parameters, and then determines the promotion group. Subsequently, the current promotion group's acceptance of chronic disease prevention and control knowledge and the information on the preference for communication channels are collected, and the standard chronic disease prevention and control knowledge understanding level parameters and the preset knowledge threshold are determined through analysis. Set the standard mastering time from exposure to knowledge to reaching the knowledge threshold, and determine the second abnormal parameter based on this. At the same time, feedback information during use is collected and analyzed to obtain the satisfaction abnormal parameter. Finally, these parameters are combined to evaluate the effectiveness of the promotion of chronic disease prevention and control knowledge.

[0022] Obtain health data information of the target group, analyze and process the health data information, obtain health status parameters of the target group, and use the target group that meets the health status parameters as the promotion group, which specifically includes the following steps: The target group’s health data includes chronic disease status and severity; The severity of the disease of the target group is determined and marked to obtain the health status parameter HP of the target group; Compare the health status parameter HP of the target group with the preset health status threshold HY: The target group whose health status parameter HP≥preset health status threshold HY is taken as the promotion group.

[0023] It should be noted that the health data information of the target group can be obtained through the following methods: establishing cooperative relationships with hospitals, clinics and other medical institutions, obtaining patients' medical records and diagnosis and treatment records, designing questionnaires for patients with chronic diseases, distributing them online or offline, collecting patients' self-reported health status, using wearable devices or home medical devices to monitor patients' physiological indicators such as blood pressure and blood sugar in real time, and integrating patients' electronic health record data, including physical examination reports, laboratory test results, etc.

[0024] After obtaining the health data information of the target group, it is necessary to conduct in-depth analysis and processing of these data to extract useful information. This step usually includes the following steps: Remove duplicate, erroneous or incomplete data to ensure the accuracy and completeness of the data. Convert data from different sources into a unified format and unit for subsequent analysis. Extract features related to chronic diseases from the original data, such as the length of the course of disease, complications, etc. Use statistical methods to perform descriptive statistics and inferential analysis on the extracted features to understand the overall health status of the target group.

[0025] After data analysis and processing, the health status parameter HP of the target group can be obtained. This parameter is a comprehensive indicator that reflects the overall health status of the target group. Specifically, the health status parameter HP of the target group can be calculated in the following way: different weights are assigned according to the importance of each feature, and then the weighted average is calculated as the health status parameter HP of the target group.

[0026] The health status parameter HP of the target group is compared with the preset health status threshold HY. In order to screen out the target group that meets the specific health status, it is necessary to compare the obtained HP value with the preset health status threshold HY. If the HP value is greater than or equal to the HY value, the individual is considered to belong to the promotion group; otherwise, it does not belong to the promotion group.

[0027] Obtain the current promotion group's acceptance of chronic disease prevention and control knowledge, determine the standard chronic disease prevention and control knowledge understanding level parameters of the promotion group, combine the promotion group's actual chronic disease prevention and control knowledge understanding level parameters, and analyze to obtain the first abnormal parameters of the promotion group's chronic disease prevention and control knowledge mastery, specifically including the following steps: Obtain the maximum acceptance value of chronic disease prevention and control knowledge by the current promotion group, and based on the maximum acceptance value and the specification table corresponding to the promotion group, determine the standard chronic disease prevention and control knowledge understanding level parameters corresponding to the promotion group at the maximum acceptance value; Obtain the actual chronic disease prevention and control knowledge understanding level parameter corresponding to the maximum acceptance value of the promotion group, and calculate the absolute difference between the actual chronic disease prevention and control knowledge understanding level parameter and the standard chronic disease prevention and control knowledge understanding level parameter as the understanding level difference; The understanding level difference is compared with the preset understanding level deviation threshold. When the understanding level difference exceeds the preset understanding level deviation threshold, the first abnormal parameter YG of the promotion group's knowledge of chronic disease prevention and treatment is generated.

[0028] It should be noted that the maximum acceptance value of the current promotion group for chronic disease prevention and control knowledge can be obtained through questionnaire surveys, face-to-face interviews or online tests, etc., to collect feedback information on the promotion group's knowledge of chronic disease prevention and control. When designing the questionnaire, ensure that the questions cover all aspects of chronic disease prevention and control, such as causes, preventive measures, treatment methods, etc., to comprehensively evaluate the group's knowledge level and determine the maximum acceptance value of the promotion group for chronic disease prevention and control knowledge.

[0029] Based on the maximum acceptance value and in reference to relevant medical guidelines, expert opinions or industry standards, an ideal level of understanding of chronic disease prevention and control knowledge should be set as the standard. This standard should reflect the core knowledge and key skills of chronic disease prevention and control, and ensure that the group can understand and apply this knowledge to manage their own health status.

[0030] Compare the actual level of understanding of chronic disease prevention and treatment knowledge of the promotion group with the standard parameters, and calculate the absolute difference between the two, that is, the difference in understanding level. This step helps to quantify the gap in the knowledge of chronic disease prevention and treatment among the groups and provide a basis for the follow-up.

[0031] A preset understanding level deviation threshold is set. When the understanding level difference exceeds this threshold, it is marked as the first abnormal parameter YG. The generation of YG means that the promotion group has significant deficiencies in the knowledge of chronic disease prevention and treatment, and special attention and enhanced education are needed.

[0032] Suppose we carry out a promotion activity for chronic disease prevention and treatment knowledge for a middle-aged and elderly population. Through questionnaire surveys, we found that the maximum acceptance value of chronic disease prevention and treatment for this group is 70%. Based on this value, we determined the corresponding standard chronic disease prevention and treatment knowledge understanding level parameter. After further analysis, it was found that the actual understanding level parameter of this group was only 50%, which was 20 percentage points different from the standard parameter. If the preset understanding level deviation threshold is 15%, then since 20% exceeds this threshold, we will generate the first abnormal parameter YG, indicating that this group has major problems in mastering chronic disease prevention and treatment knowledge.

[0033] Obtain the promotion group's preference information on the dissemination channels of chronic disease prevention and control knowledge, analyze and process the preference information, and determine the preset knowledge threshold when the promotion group cannot meet the chronic disease prevention and control knowledge needs, specifically including the following steps: The preference information includes the external environment suitability parameter and the communication mode suitability parameter. The external environment suitability parameter refers to the matching degree between the actual external environment and the ideal external environment when the promotion group receives chronic disease prevention and control knowledge. The communication mode suitability parameter refers to the matching degree between the actual communication mode and the ideal communication mode when the promotion group receives chronic disease prevention and control knowledge. Based on the cumulative calculation of the external environment suitability parameters and the communication mode suitability parameters, the fitness parameters of the promotion group's preference for the communication path of chronic disease prevention and control knowledge were obtained; Based on the transmission path preference suitability parameters, determine the knowledge volume and time change curve of the promotion group on chronic disease prevention and treatment; Obtain information on the promotion group's learning of chronic disease prevention and control knowledge, and determine the preset knowledge threshold when the promotion group cannot meet the chronic disease prevention and control knowledge needs based on the promotion group's chronic disease prevention and control knowledge and time change curve.

[0034] It should be noted that the external environment suitability parameters can be used to understand the matching degree between the actual external environment (such as noise level, light conditions, temperature, etc.) of the extension group when receiving chronic disease prevention and treatment knowledge and the ideal external environment through questionnaire surveys, interviews, etc. For example, if the extension group learns better in a quiet, well-lit, and temperature-appropriate environment, then these environmental factors constitute their external environment suitability parameters.

[0035] The communication mode suitability parameter can be used to understand the matching degree between the actual communication mode (such as face-to-face explanation, online video, graphic materials, etc.) of the promotion group when receiving chronic disease prevention and treatment knowledge and the ideal communication mode through questionnaire surveys, interviews, etc. For example, if the promotion group prefers to learn through online videos, then this communication mode is their communication mode suitability parameter.

[0036] Based on the above collected external environment suitability parameters and communication mode suitability parameters, we can perform cumulative calculations to obtain the suitability parameters of the promotion group's preference for the communication path of chronic disease prevention and treatment knowledge. This parameter can reflect the promotion group's acceptance and satisfaction with different communication paths.

[0037] According to the transmission path preference fitness parameter, we can determine the knowledge amount and time change curve of the promotion group on chronic disease prevention and treatment. This curve can reflect the knowledge mastery of the promotion group at different time points, as well as their speed and ability to absorb new knowledge.

[0038] Finally, we need to obtain information about the learning status of the promotion group on chronic disease prevention and control knowledge, and determine the preset knowledge threshold when they cannot meet their chronic disease prevention and control knowledge needs based on their chronic disease prevention and control knowledge and time change curve. This threshold can serve as the basis for us to adjust teaching strategies and content.

[0039] Through the implementation of the above-mentioned technical solutions, we can more accurately understand the needs and preferences of the promotion groups and provide chronic disease prevention and treatment knowledge and services that better meet their needs.

[0040] Obtain the learning information of the promotion group on chronic disease prevention and control knowledge, and determine the preset knowledge threshold when the promotion group cannot meet the chronic disease prevention and control knowledge needs based on the chronic disease prevention and control knowledge and time change curve of the promotion group, which specifically includes the following steps: The learning situation information includes single learning duration information and single learning interval information; Based on the single learning duration information and the single learning interval information, the actual knowledge demand information corresponding to the single learning of the promotion group is obtained; Based on the time variation curve of the chronic disease prevention and control knowledge of the promotion group, the knowledge value when the chronic disease prevention and control knowledge of the promotion group is consistent with the actual knowledge demand is set as the preset knowledge threshold.

[0041] The time from when the promotion group is exposed to chronic disease prevention and control knowledge to when the knowledge reaches the preset knowledge threshold is set as the standard mastering time of chronic disease prevention and control knowledge. The second abnormal parameter of the promotion group's mastering of chronic disease prevention and control knowledge is determined based on the standard mastering time, which specifically includes the following steps: The actual time from the day the promotion group is exposed to chronic disease prevention and control knowledge to the day when the knowledge reaches the preset knowledge threshold is the actual mastery time SR of chronic disease prevention and control knowledge; Extract the standard mastering time BR, calculate the absolute difference between the actual mastering time SR and the standard mastering time BR, and mark it as the absolute mastering difference RC; The absolute mastery difference RC is compared with the preset standard mastery difference range. When the absolute mastery difference RC is outside the preset standard mastery difference range, there is an abnormality in the promotion group's mastery of chronic disease prevention and control knowledge, and a second abnormal parameter EG of the promotion group's mastery of chronic disease prevention and control knowledge is generated.

[0042] Obtain feedback information on chronic disease prevention and control knowledge during the use of the promotion group, analyze and process the feedback information, and obtain abnormal parameters of the promotion group's satisfaction with chronic disease prevention and control knowledge, specifically including the following steps: Obtain feedback information on chronic disease prevention and treatment knowledge from the promotion groups in different time periods, including actual satisfaction scores, number of suggestions, and adoption rate of improvement suggestions; Obtain feedback information from the promotion group on the normal state of chronic disease prevention and treatment knowledge, marked as standard feedback information, which includes standard satisfaction score, number of suggestions and adoption rate of improvement opinions; When the actual satisfaction score is inconsistent with the standard satisfaction score, or the number of suggestions is inconsistent with the standard number of suggestions, or the adoption rate of improvement suggestions is inconsistent with the standard adoption rate of improvement suggestions, there is an abnormality in the promotion group's satisfaction with chronic disease prevention and control knowledge, and an abnormal parameter CG of the promotion group's satisfaction with chronic disease prevention and control knowledge is generated.

[0043] It should be noted that we can obtain the actual time SR of the promotion group's actual mastery of chronic disease prevention and control knowledge from the date of exposure to chronic disease prevention and control knowledge to the date when the amount of knowledge reaches the preset knowledge threshold. This indicator can help us understand the time spent by the promotion group in the learning process, so as to evaluate their learning efficiency. At the same time, we can also extract the standard mastery time BR, calculate the absolute difference between the actual mastery time SR and the standard mastery time BR, and mark it as the absolute mastery difference RC. When the absolute mastery difference RC is outside the preset standard mastery difference range, we can assume that the promotion group has an abnormality in its mastery of chronic disease prevention and control knowledge, and generate the second abnormal parameter EG of the promotion group's mastery of chronic disease prevention and control knowledge.

[0044] We can obtain feedback information on chronic disease prevention and control knowledge from the promotion group in different time periods, including actual satisfaction scores, number of suggestions, and adoption rate of improvement suggestions. These data can help us understand the satisfaction of the promotion group with chronic disease prevention and control knowledge and their suggestions for improving existing knowledge. At the same time, we can also obtain the feedback information of the promotion group on chronic disease prevention and control knowledge in a normal state and mark it as standard feedback information. When the actual satisfaction score is inconsistent with the standard satisfaction score, or the number of suggestions is inconsistent with the standard number of suggestions, or the adoption rate of improvement suggestions is inconsistent with the standard adoption rate of improvement suggestions, we can consider that there is an abnormality in the satisfaction of the promotion group with chronic disease prevention and control knowledge, and generate the abnormal parameter CG of the promotion group's satisfaction with chronic disease prevention and control knowledge.

[0045] Through the implementation of the above two steps, we can effectively evaluate and improve the knowledge and satisfaction of the promotion group. This can not only improve the public's awareness and understanding of chronic disease prevention and treatment, but also help us better adjust and improve the promotion strategy, thereby improving the effectiveness of chronic disease prevention and treatment.

[0046] For example, suppose we are promoting knowledge about diabetes prevention and treatment. First, we can collect the actual time SR from the day the promotion group is exposed to diabetes prevention and treatment knowledge to the time when the knowledge reaches the preset knowledge threshold through questionnaires and other means. Then, we can calculate the absolute difference RC between the actual mastery time SR and the standard mastery time BR. If RC is greater than the preset standard mastery difference range, then we believe that there is an abnormality in the promotion group's mastery of diabetes prevention and treatment knowledge, and further analysis and improvement of the promotion strategy are needed.

[0047] At the same time, we can also regularly collect feedback from the promotion group on diabetes prevention and control knowledge, including actual satisfaction scores, number of suggestions, and adoption rate of improvement suggestions. Then, we can compare these data with standard feedback information. If we find that the actual satisfaction score is lower than the standard satisfaction score, or the number of suggestions and the adoption rate of improvement suggestions are lower than the standard value, then we believe that there is an abnormality in the promotion group's satisfaction with diabetes prevention and control knowledge, and further analysis and improvement of promotion strategies are needed.

[0048] In general, this set of technical solutions can help us effectively evaluate and improve the knowledge and satisfaction of the promotion group, thereby improving the effectiveness of chronic disease prevention and treatment.

[0049] The effect of promoting chronic disease prevention and treatment knowledge is obtained by combining the first abnormal parameter, the second abnormal parameter and the satisfaction abnormal parameter, which specifically includes the following steps: The first abnormal parameter YG, the second abnormal parameter EG and the satisfaction abnormal parameter CG are cumulatively calculated to obtain the chronic disease prevention and control knowledge promotion effect parameter YC; Compare the chronic disease prevention and control knowledge promotion effect parameter YC with the preset chronic disease prevention and control knowledge promotion effect thresholds [P1, P2]; When YC<P1, it is judged that there is no problem in promoting knowledge on chronic disease prevention and treatment; When P1≤YC<P2, it is judged that there is a first-level problem in the promotion of chronic disease prevention and treatment knowledge; When P2≤YC, it is judged that there are secondary problems in the promotion of chronic disease prevention and treatment knowledge; Among them, the severity of the first-level problem is lower than that of the second-level problem.

[0050] For example: Assume that in a certain chronic disease prevention knowledge promotion activity, the first abnormal parameter YG collected is 0.2, the second abnormal parameter EG is 0.3, and the satisfaction abnormal parameter CG is 0.5. These parameters are accumulated and calculated to obtain the chronic disease prevention knowledge promotion effect parameter YC=0.2+0.3+0.5=1.0.

[0051] The preset threshold value of the promotion effect of chronic disease prevention and control knowledge is [P1=0.8, P2=1.2]. Comparing the parameter YC of the promotion effect of chronic disease prevention and control knowledge with the preset threshold value, it is found that YC=1.0 is in the interval of [0.8, 1.2], so it is judged that there is a first-level problem in the promotion of chronic disease prevention and control knowledge.

[0052] This technical solution can intuitively judge the effect of promoting chronic disease prevention knowledge by calculating the parameter YC of the promotion effect of chronic disease prevention knowledge and comparing it with the preset threshold. This helps to timely discover problems in the promotion of chronic disease prevention knowledge, so as to take corresponding measures to improve them. At the same time, by setting different threshold intervals, problems can be divided into different degrees of severity, which is convenient for targeted problem solving.

[0053] Example 2 further illustrates a method for monitoring the promotion status of chronic disease prevention and treatment knowledge proposed by the present invention.

[0054] A chronic disease prevention and treatment knowledge promotion status monitoring system, comprising: The first acquisition and determination module acquires the health data information of the target group, analyzes and processes the health data information, obtains the health status parameters of the target group, and selects the target group whose health status parameters meet the requirements as the promotion group; The first abnormal analysis module obtains the current promotion group's acceptance of chronic disease prevention and control knowledge, determines the standard chronic disease prevention and control knowledge understanding level parameters of the promotion group, and combines the actual chronic disease prevention and control knowledge understanding level parameters of the promotion group to analyze and obtain the first abnormal parameters of the promotion group's chronic disease prevention and control knowledge mastery; The second acquisition and determination module obtains the preference information of the promotion group on the dissemination channels of chronic disease prevention and control knowledge, analyzes and processes the preference information, and determines the preset knowledge threshold when the promotion group cannot meet the demand for chronic disease prevention and control knowledge; The second abnormal analysis module sets the time from the day the promotion group is exposed to chronic disease prevention knowledge to the time when the knowledge reaches a preset knowledge threshold as the standard mastering time of chronic disease prevention knowledge, and determines the second abnormal parameter of the promotion group's mastery of chronic disease prevention knowledge based on the standard mastering time; The third abnormal analysis module obtains the feedback information of the promotion group on the chronic disease prevention and control knowledge during use, analyzes and processes the feedback information, and obtains the abnormal parameters of the promotion group's satisfaction with the chronic disease prevention and control knowledge; The comprehensive evaluation module combines the first abnormal parameter, the second abnormal parameter and the satisfaction abnormal parameter to obtain the effect of promoting chronic disease prevention and control knowledge.

[0055] The device embodiments described above are merely illustrative, wherein the units described as separate components may or may not be physically separated, and the components displayed as units may or may not be physical units, that is, they may be located in one place, or they may be distributed on multiple network units. Some or all of the modules may be selected according to actual needs to achieve the purpose of the scheme of this embodiment. Ordinary technicians in this field can understand and implement it without paying creative labor.

[0056] Through the description of the above implementation methods, those skilled in the art can clearly understand that each implementation method can be implemented by means of software plus a necessary general hardware platform, and of course, can also be implemented by hardware. Based on this understanding, the above technical solution is essentially or the part that contributes to the prior art can be embodied in the form of a software product, and the computer software product can be stored in a computer-readable storage medium, such as ROM / RAM, a disk, an optical disk, etc., including a number of instructions for a computer device (which can be a personal computer, a server, or a network device, etc.) to execute the methods described in each embodiment or some parts of the embodiments.

[0057] Finally, it should be noted that the above embodiments are only used to illustrate the technical solutions of the present invention, rather than to limit it. Although the present invention has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that they can still modify the technical solutions described in the aforementioned embodiments, or make equivalent replacements for some of the technical features therein. However, these modifications or replacements do not deviate the essence of the corresponding technical solutions from the spirit and scope of the technical solutions of the embodiments of the present invention.

Claims

1. A method for monitoring the promotion status of chronic disease prevention and treatment knowledge, characterized in that: The method comprises the following steps: Obtain health data information of the target group, analyze and process the health data information to obtain health status parameters of the target group, and use the target group whose health status parameters meet the requirements as the promotion group; Obtain the current promotion group's acceptance of chronic disease prevention and control knowledge, determine the standard chronic disease prevention and control knowledge understanding level parameters of the promotion group, and combine the promotion group's actual chronic disease prevention and control knowledge understanding level parameters to analyze and obtain the first abnormal parameters of the promotion group's chronic disease prevention and control knowledge mastery; Obtain the promotion group's preference information on the dissemination channels of chronic disease prevention and treatment knowledge, analyze and process the preference information, and determine a preset knowledge threshold when the promotion group cannot meet the chronic disease prevention and treatment knowledge needs; The time from when the promotion group is exposed to chronic disease prevention and control knowledge to when the knowledge reaches a preset knowledge threshold is set as the standard time for mastering chronic disease prevention and control knowledge, and the second abnormal parameter of the promotion group's mastery of chronic disease prevention and control knowledge is determined based on the standard time for mastering chronic disease prevention and control knowledge; Obtaining feedback information on chronic disease prevention and treatment knowledge during the use of the promotion group, analyzing and processing the feedback information, and obtaining abnormal parameters of the promotion group's satisfaction with the chronic disease prevention and treatment knowledge; The effect of promoting chronic disease prevention and treatment knowledge was obtained by combining the first abnormal parameter, the second abnormal parameter and the satisfaction abnormal parameter.

2. A method for monitoring the promotion status of chronic disease prevention knowledge according to claim 1, characterized in that: Obtaining health data information of the target group, analyzing and processing the health data information to obtain health status parameters of the target group, and taking the target group whose health status parameters meet the requirements as the promotion group, specifically includes the following steps: The health data information of the target group includes information on chronic disease status and severity of the disease; The severity of the disease of the target group is determined and marked to obtain the health status parameter HP of the target group; Compare the health status parameter HP of the target group with the preset health status threshold HY: The target group whose health status parameter HP≥preset health status threshold HY is taken as the promotion group.

3. A method for monitoring the promotion status of chronic disease prevention knowledge according to claim 2, characterized in that: Obtain the current promotion group's acceptance of chronic disease prevention and control knowledge, determine the standard chronic disease prevention and control knowledge understanding level parameters of the promotion group, combine the promotion group's actual chronic disease prevention and control knowledge understanding level parameters, and analyze to obtain the first abnormal parameters of the promotion group's chronic disease prevention and control knowledge mastery, specifically including the following steps: Obtain the maximum acceptance value of the current promotion group for chronic disease prevention and control knowledge, and based on the maximum acceptance value and according to the specification table corresponding to the promotion group, determine the standard chronic disease prevention and control knowledge understanding level parameter corresponding to the promotion group when the promotion group is at the maximum acceptance value; Obtain the actual chronic disease prevention and control knowledge understanding level parameter corresponding to the maximum acceptance value of the promotion group, and calculate the absolute difference between the actual chronic disease prevention and control knowledge understanding level parameter and the standard chronic disease prevention and control knowledge understanding level parameter as the understanding level difference; The understanding level difference is compared with a preset understanding level deviation threshold, and when the understanding level difference exceeds the preset understanding level deviation threshold, a first abnormal parameter YG of the promotion group's knowledge of chronic disease prevention and treatment is generated.

4. A method for monitoring the promotion status of chronic disease prevention knowledge according to claim 3, characterized in that: Obtaining the promotion group's preference information on the dissemination channels of chronic disease prevention and control knowledge, analyzing and processing the preference information, and determining a preset knowledge threshold when the promotion group cannot meet the chronic disease prevention and control knowledge needs, specifically including the following steps: The preference information includes external environment suitability parameters and communication mode suitability parameters. The external environment suitability parameters refer to the matching degree between the actual external environment and the ideal external environment when the promotion group receives chronic disease prevention and treatment knowledge. The communication mode suitability parameters refer to the matching degree between the actual communication mode and the ideal communication mode when the promotion group receives chronic disease prevention and treatment knowledge. Based on the external environment suitability parameters and the communication mode suitability parameters, the fitness parameters of the promotion group's preference for the communication path of chronic disease prevention and treatment knowledge are obtained by cumulative calculation; Based on the preference suitability parameters of the communication pathway, determine the knowledge volume and time variation curve of the promotion group on chronic disease prevention and treatment; Obtain information on the promotion group's learning of chronic disease prevention and control knowledge, and determine the preset knowledge threshold when the promotion group cannot meet the chronic disease prevention and control knowledge needs based on the promotion group's chronic disease prevention and control knowledge and time change curve.

5. A method for monitoring the promotion status of chronic disease prevention knowledge according to claim 4, characterized in that: Obtain the learning information of the promotion group on chronic disease prevention and control knowledge, and determine the preset knowledge threshold when the promotion group cannot meet the chronic disease prevention and control knowledge needs based on the chronic disease prevention and control knowledge and time change curve of the promotion group, which specifically includes the following steps: The learning situation information includes single learning duration information and single learning interval information; Based on the single learning duration information and the single learning interval information, actual knowledge demand information corresponding to the single learning of the promotion group is obtained; Based on the time variation curve of the chronic disease prevention and control knowledge of the promotion group, the knowledge value when the chronic disease prevention and control knowledge of the promotion group is consistent with the actual knowledge demand is set as the preset knowledge threshold.

6. A method for monitoring the promotion status of chronic disease prevention knowledge according to claim 5, characterized in that: The time from when the promotion group is exposed to chronic disease prevention and control knowledge to when the knowledge reaches a preset knowledge threshold is set as the standard mastering time of chronic disease prevention and control knowledge, and the second abnormal parameter of the promotion group's mastering of chronic disease prevention and control knowledge is determined based on the standard mastering time, specifically including the following steps: The actual time from the day the promotion group is exposed to chronic disease prevention and control knowledge to the day when the knowledge reaches the preset knowledge threshold is the actual mastery time SR of chronic disease prevention and control knowledge; Extract the standard mastering time BR, calculate the absolute difference between the actual mastering time SR and the standard mastering time BR, and mark it as the absolute mastering difference RC; The absolute mastery difference RC is compared with the preset standard mastery difference range. When the absolute mastery difference RC is outside the preset standard mastery difference range, there is an abnormality in the promotion group's mastery of chronic disease prevention and control knowledge, and a second abnormal parameter EG of the promotion group's mastery of chronic disease prevention and control knowledge is generated.

7. A method for monitoring the promotion status of chronic disease prevention knowledge according to claim 6, characterized in that: Obtaining feedback information on chronic disease prevention and treatment knowledge during the use of the promotion group, analyzing and processing the feedback information, and obtaining abnormal parameters of satisfaction of the promotion group with the chronic disease prevention and treatment knowledge, specifically including the following steps: Obtain feedback information on chronic disease prevention and treatment knowledge from the promotion groups in different time periods, including actual satisfaction scores, number of suggestions, and adoption rate of improvement suggestions; Obtain feedback information from the promotion group on the normal state of chronic disease prevention and treatment knowledge, marked as standard feedback information, the standard feedback information includes standard satisfaction score, number of suggestions and adoption rate of improvement suggestions; When the actual satisfaction score is inconsistent with the standard satisfaction score, or the number of suggestions is inconsistent with the standard number of suggestions, or the adoption rate of improvement suggestions is inconsistent with the standard adoption rate of improvement suggestions, there is an abnormality in the promotion group's satisfaction with chronic disease prevention and control knowledge, and an abnormal parameter CG of the promotion group's satisfaction with chronic disease prevention and control knowledge is generated.

8. A method for monitoring the promotion status of chronic disease prevention knowledge according to claim 7, characterized in that: The effect of promoting chronic disease prevention and treatment knowledge is obtained by combining the first abnormal parameter, the second abnormal parameter and the satisfaction abnormal parameter, which specifically includes the following steps: The first abnormal parameter YG, the second abnormal parameter EG and the satisfaction abnormal parameter CG are cumulatively calculated to obtain the chronic disease prevention and control knowledge promotion effect parameter YC; Compare the chronic disease prevention and control knowledge promotion effect parameter YC with the preset chronic disease prevention and control knowledge promotion effect thresholds [P1, P2]; When YC<P1, it is judged that there is no problem in promoting knowledge on chronic disease prevention and treatment; When P1≤YC<P2, it is judged that there is a first-level problem in the promotion of chronic disease prevention and treatment knowledge; When P2≤YC, it is judged that there are secondary problems in the promotion of chronic disease prevention and treatment knowledge; Among them, the severity of the first-level problem is lower than that of the second-level problem.

9. A system for monitoring the promotion status of knowledge on chronic disease prevention and treatment, applied to a method for monitoring the promotion status of knowledge on chronic disease prevention and treatment as claimed in any one of claims 1 to 8, characterized in that: include: The first acquisition and determination module acquires health data information of the target group, analyzes and processes the health data information to obtain health status parameters of the target group, and selects the target group whose health status parameters meet the requirements as the promotion group; The first abnormal analysis module obtains the current promotion group's acceptance of chronic disease prevention and control knowledge, determines the standard chronic disease prevention and control knowledge understanding level parameters of the promotion group, and combines the actual chronic disease prevention and control knowledge understanding level parameters of the promotion group to analyze and obtain the first abnormal parameters of the promotion group's chronic disease prevention and control knowledge mastery; The second acquisition and determination module obtains the preference information of the promotion group on the dissemination channels of chronic disease prevention and treatment knowledge, analyzes and processes the preference information, and determines the preset knowledge threshold when the promotion group cannot meet the demand for chronic disease prevention and treatment knowledge; The second abnormal analysis module sets the time from the day the promotion group is exposed to chronic disease prevention and control knowledge to the time when the knowledge reaches a preset knowledge threshold as the standard mastering time of chronic disease prevention and control knowledge, and determines the second abnormal parameter of the promotion group's mastery of chronic disease prevention and control knowledge based on the standard mastering time; The third abnormal analysis module obtains feedback information on chronic disease prevention and treatment knowledge during the use of the promotion group, analyzes and processes the feedback information, and obtains abnormal parameters of the promotion group's satisfaction with chronic disease prevention and treatment knowledge; The comprehensive evaluation module combines the first abnormal parameter, the second abnormal parameter and the satisfaction abnormal parameter to obtain the effect of promoting chronic disease prevention and control knowledge.

Images