Children health information tracking management method and system for kindergarten institution

Abstract

The invention discloses a child health information tracking management method and system for a kindergarten institution, and relates to the technical field of kindergarten information management. According to the child health information tracking management method for the kindergarten institution, basic information and health data of each child are collected, the health condition of each time period is evaluated, a time period health index is generated, whether the time period health index of each child is within a normal range or not is judged in real time according to a preset health threshold value, and if the index is abnormal, the kindergarten institution is started. The method comprises the following steps of: immediately marking health abnormity, comprehensively analyzing health, intake, activity and interaction data of the whole day at the end of each day, analyzing daily health comprehensive indexes of each infant, performing health assessment, and taking corresponding health intervention measures according to a result. By continuously tracking and analyzing key health indexes such as the body temperature, the heart rate, the respiration rate and the blood oxygen saturation degree of the infant, the health index of each time period is generated in real time, and a young supporting institution is allowed to recognize potential health risks in real time in the initial stage of the problem.

Description

Technical Field

[0001] The present invention relates to the technical field of childcare information management, and in particular to a method and system for tracking and managing the health information of children in childcare institutions. Background Art

[0002] With the development of society and changes in family structure, more and more families need childcare institutions to provide comprehensive and reliable childcare services. The traditional management method of childcare institutions mainly relies on manual operations to carry out daily supervision, health management and educational activity records of children. This method has obvious limitations in information processing efficiency, real-time monitoring and data integration.

[0003] First, traditional childcare institution management systems usually lack effective information integration processing capabilities, and there is a serious data silo phenomenon between different information sources (such as health monitoring, nutritional intake, and daily activity records), which limits the improvement of management efficiency and service quality. For example, children’s health data and daily activity records are often scattered in different record books or electronic systems, making it difficult for teachers and parents to obtain complete information to make timely responses or decisions.

[0004] In addition, due to the lack of information management and analysis tools, childcare institutions face challenges in developing personalized education and health plans, making it difficult to provide customized guidance and support based on the specific circumstances of each child.

[0005] To sum up, the current childcare institution management system urgently needs an efficient information integration solution to improve the management efficiency and response speed of childcare institutions, while ensuring the health and safety of children and meeting parents' expectations for high-quality childcare services.

[0006] The limitations of existing technologies include at least the following problems. First, in the early stages of designing a health management system for childcare institutions, it is often limited to conducting a unified health standard assessment for the entire group of children, while failing to conduct in-depth health data analysis and needs assessment for each age group and individual differences. This can easily lead to the formulated health management plan being insufficient in meeting the specific health needs of individual children. For example, if the same health management plan is applied to children of different ages and development stages, it is likely to be ineffective in preventing diseases and promoting healthy growth. In addition, the lack of a personalized and real-time updated health monitoring mechanism can easily lead to difficulties in timely detection or response to changes in children's health status, which can easily cause unnecessary health risks and increase the cost and complexity of subsequent medical interventions. Summary of the invention

[0007] In view of the deficiencies in the prior art, the present invention provides a method and system for tracking and managing the health information of children in childcare institutions, which solves the problem that in the early stage of designing the health management system of childcare institutions, it is often limited to conducting a unified health standard assessment only for the entire child group, while failing to conduct in-depth health data analysis and needs assessment for each age group and individual differences, which can easily lead to the formulated health management plan being insufficient in meeting the specific health needs of individual children. For example, if the same health management plan is applied to children of different ages and development stages, it is likely to be ineffective in preventing diseases and promoting healthy growth. In addition, the lack of a personalized and real-time updated health monitoring mechanism can easily lead to difficulty in timely detection or response to changes in children's health status, which can easily cause unnecessary health risks and increase the cost and complexity of subsequent medical interventions.

[0008] To achieve the above objectives, the present invention is implemented through the following technical solutions: a method for tracking and managing the health information of children in a childcare institution, comprising the following steps: obtaining the age information and gender information of each young child in the childcare institution, and dividing them to obtain a number of male young children and a number of female young children in each age group in the childcare institution; continuously obtaining the time period physical condition data of each male young child and each female young child in each age group in the childcare institution for each time period, and performing a comprehensive analysis to obtain the time period health index of each male young child and each female young child in each age group in the childcare institution for each time period; judging in real time whether the time period health index of each male young child and each female young child in each age group in the childcare institution is within a preset time period health threshold range, and taking corresponding measures according to the judgment results; at the end of each day Afterwards, a comprehensive analysis is conducted on the time period health index of each male young child and each female young child of each age group in the childcare institution in each time period to obtain the daily initial health index of each male young child and each female young child of each age group in the childcare institution, and the daily growth data, actual intake data, actual activity data, and actual interaction data of each male young child and each female young child of each age group in the childcare institution are obtained; a comprehensive analysis is conducted on the daily growth data, actual intake data, actual activity data, actual interaction data, and initial health index of each male young child and each female young child of each age group in the childcare institution to obtain the daily comprehensive health index of each male young child and each female young child of each age group in the childcare institution, and a comprehensive health judgment analysis is conducted, and corresponding measures are taken according to the results of the comprehensive health judgment analysis.

[0009] Furthermore, the physical state data for each period includes body temperature values, heart rate values, respiratory rate values, and blood oxygen saturation values ​​for each period; the growth data includes weight values, height values, and age values; the actual intake data includes actual protein intake values, actual carbohydrate intake values, and actual fat intake values; the actual activity data includes actual sports activity duration and actual outdoor game duration; the actual interaction data includes the actual number of interactions and the actual duration of each interaction.

[0010] Furthermore, the specific steps for obtaining the time period health index of each male young child and each female young child of each age group in the childcare institution are as follows: obtain the body temperature reference value, heart rate reference value, respiratory rate reference value, and blood oxygen saturation reference value of the male young child and female young child of each age group in the childcare institution, and conduct a comprehensive analysis based on the time period body temperature value, time period heart rate value, time period respiratory rate value, and time period blood oxygen saturation value of each male young child and each female young child of each age group in the childcare institution to obtain the time period health index of each male young child and each female young child of each age group in the childcare institution. The periodic body temperature deviation index, periodic heart rate deviation index, periodic respiratory rate deviation index and periodic blood oxygen saturation deviation index of each male young child and each female young child in each age group are included; a comprehensive analysis is conducted on the periodic body temperature deviation index, periodic heart rate deviation index, periodic respiratory rate deviation index and periodic blood oxygen saturation deviation index of each male young child and each female young child of each age group in childcare institutions to obtain the periodic health index of each male young child and each female young child of each age group in childcare institutions.

[0011] Furthermore, the specific formulas for calculating the period body temperature deviation index, period heart rate deviation index, period respiratory rate deviation index, period blood oxygen saturation deviation index, and period health index of each male young child of each age group in each period in the childcare institution are as follows: ; in, For childcare institutions Age group Male toddler The temperature deviation index of each period, For the Age group Male toddler The temperature value of each period, For childcare institutions The reference values ​​of body temperature for male children in each age group are: For childcare institutions Age group Male toddler The heart rate deviation index of each period, For the Age group Male toddler The heart rate value of each period, For childcare institutions Heart rate reference values ​​for male children in each age group: For childcare institutions Age group Male toddler The respiratory rate deviation index of the time period, For the Age group Male toddler The respiratory rate value of each period, For childcare institutions The reference value of respiratory rate for male children in each age group is: For childcare institutions Age group Male toddler The blood oxygen saturation deviation index of each period, For the Age group Male toddler The blood oxygen saturation value of each period, For childcare institutions Reference values ​​for blood oxygen saturation of male children in each age group. For childcare institutions Age group Male toddler The time period health index of each time period, For childcare institutions The body temperature coefficient of male children in each age group, For childcare institutions The heart rate coefficient of male children in each age group, For childcare institutions The respiratory rate coefficient of male young children in each age group is For childcare institutions The blood oxygen saturation coefficient of male children in each age group, , is a natural constant, =1, 2, 3, ..., , is the number of age groups, =1, 2, 3, ..., , is the number of male young children, =1, 2, 3, ..., , The number of time periods.

[0012] Furthermore, the specific steps of judging in real time whether the time period health index of each male young child of each age group and each female young child in each time period in the childcare institution is respectively within the preset time period health threshold range, and taking corresponding measures according to the judgment results are as follows: judging in real time whether the time period health index of each male young child of each age group and each female young child in each time period in the childcare institution is respectively within the preset time period health threshold range; when the time period health index of a male young child or a female young child of a certain age group in the childcare institution is outside the preset time period health threshold range for several consecutive time periods, and the number of time periods is higher than the preset time period threshold, the corresponding young child will be marked as having health abnormalities, and a health abnormality alert will be sent to relevant staff, and at the same time, the contact information of the parents of the corresponding young child will be obtained, and health abnormality information will be sent to the parents of the corresponding young child based on the parent contact information.

[0013] Furthermore, the specific steps for obtaining the daily initial health index of each male young child and each female young child of each age group in the childcare institution are as follows: the time period health index of each time period of each male young child and each female young child of each age group in the childcare institution is comprehensively analyzed in combination with the moving exponential average method to obtain the daily initial health index of each male young child and each female young child of each age group in the childcare institution; wherein, the specific formula for calculating the daily initial health index of each male young child of each age group in the childcare institution is as follows: ; in, For childcare institutions Age group Male toddler Initial health index of the day, For childcare institutions Age group Male toddler Day's The time period health index of each time period, For childcare institutions Age group Male toddler Day's The weighted coefficient of the time period health index for each time period, For childcare institutions Age group Male toddler Day's The time period health index of each time period, For childcare institutions Age group Male toddler Day's The weighted coefficient of the time period health index for each time period, , =1, 2, 3, ..., , is the number of age groups, =1, 2, 3, ..., , is the number of male young children, =1, 2, 3, ..., , is the total number of days, =1, 2, 3, ..., , The number of time periods.

[0014] Furthermore, the specific steps for obtaining the daily growth and health comprehensive index of each male young child and each female young child of each age group in the childcare institution are as follows: read the daily weight, height, and age of each male young child and each female young child of each age group in the childcare institution, and conduct a comprehensive analysis to obtain the daily basal metabolic rate of each male young child and each female young child of each age group in the childcare institution; read the actual daily physical activity duration and actual outdoor swimming time of each male young child and each female young child of each age group in the childcare institution. The total actual activity time of each male and female young child of each age group in the childcare institution is calculated and summed up to obtain the actual total activity time of each male and female young child of each age group in the childcare institution. According to the preset activity time scoring rules, the actual activity time score of each male and female young child of each age group in the childcare institution is obtained. The basal metabolic rate and actual activity time score of each male and female young child of each age group in the childcare institution are comprehensively analyzed to obtain the actual activity time score of each male and female young child of each age group in the childcare institution. The actual energy consumption value of the child per day is obtained; the protein reference coefficient, carbohydrate reference coefficient and fat reference coefficient pre-stored in the database are obtained, and the actual energy consumption value of each male child and each female child of each age group in the childcare institution is combined for comprehensive analysis, so as to obtain the daily protein reference intake value, carbohydrate reference intake value and fat reference intake value of each male child and each female child of each age group in the childcare institution; the actual daily protein intake value, carbohydrate actual intake value and fat actual intake value of each male child and each female child of each age group in the childcare institution are combined with the daily protein reference intake value, carbohydrate reference intake value and fat reference intake value of each male child and each female child of each age group in the childcare institution, so as to obtain the daily growth health comprehensive index of each male child and each female child of each age group in the childcare institution; wherein, the specific formula for calculating the daily activity health comprehensive index, initial health comprehensive index and health comprehensive index of each male child of each age group in the childcare institution is as follows: ; in, For childcare institutions Age group Male toddler The comprehensive index of activity and health for the day, For childcare institutions Age group Male toddler Actual physical activity time per day, For childcare institutions Age group Male toddler Reference duration of physical activity per day, For childcare institutions Age group Male toddler Physical activity coefficient of the day, For childcare institutions Age group Male toddler Actual outdoor play time per day, For childcare institutions Age group Male toddler Reference duration of outdoor games per day, For childcare institutions Age group Male toddler Days of outdoor play coefficient, , For childcare institutions Age group Male toddler The initial health index of the day, For childcare institutions Age group Male toddler Initial health index of the day, For childcare institutions Age group Male toddler The initial health reference index for the day, For childcare institutions Age group Male toddler The comprehensive health index of the day, For childcare institutions Age group Male toddler The comprehensive growth and health index of the day, For childcare institutions Age group Male toddler The growth health factor of the day, For childcare institutions Age group Male toddler The activity health factor of the day, For childcare institutions Age group Male toddler The mental health index of the day, For childcare institutions Age group Male toddler The mental health index of the day, For childcare institutions Age group Male toddler The initial health factor of the day, , is a natural constant, =1, 2, 3, ..., , is the number of age groups, =1, 2, 3, ..., , is the number of male young children, =1, 2, 3, ..., , is the total number of days; Furthermore, the specific steps for obtaining the daily growth and health comprehensive index of each male young child and each female young child of each age group in the childcare institution are as follows: read the daily weight, height, and age values ​​of each male young child and each female young child of each age group in the childcare institution, and conduct a comprehensive analysis to obtain the daily basal metabolic rate of each male young child and each female young child of each age group in the childcare institution; read the actual daily physical activity time and actual outdoor game time of each male young child and each female young child of each age group in the childcare institution, and conduct a sum analysis to obtain the actual total activity time of each male young child and each female young child of each age group in the childcare institution, and obtain the actual daily activity time score of each male young child and each female young child of each age group in the childcare institution according to the preset activity time scoring rules; conduct a comprehensive analysis of the daily basal metabolic rate and actual activity time score of each male young child and each female young child of each age group in the childcare institution to obtain the actual activity time score of each male young child and each female young child of each age group in the childcare institution. , the actual daily energy consumption value of each female young child; obtain the protein reference coefficient, carbohydrate reference coefficient, and fat reference coefficient pre-stored in the database, and conduct a comprehensive analysis in combination with the actual daily energy consumption values ​​of each male young child and each female young child of each age group in the childcare institution, so as to obtain the daily protein reference intake value, carbohydrate reference intake value, and fat reference intake value of each male young child and each female young child of each age group in the childcare institution; conduct a comprehensive analysis of the actual daily protein intake value, carbohydrate actual intake value, and fat actual intake value of each male young child and each female young child of each age group in the childcare institution, in combination with the daily protein reference intake value, carbohydrate reference intake value, and fat reference intake value of each male young child and each female young child of each age group in the childcare institution, so as to obtain the daily growth and health comprehensive index of each male young child and each female young child of each age group in the childcare institution; wherein, the specific formula for calculating the daily growth and health comprehensive index of each male young child of each age group in the childcare institution is as follows: ; in, For childcare institutions Age group Male toddler The comprehensive growth and health index of the day, For childcare institutions Age group Male toddler Actual protein intake per day, For childcare institutions Age group Male toddler The daily protein intake is For childcare institutions Age group Male toddler Daily protein intake coefficient, For childcare institutions Age group Male toddler The actual carbohydrate intake for the day, For childcare institutions Age group Male toddler The daily carbohydrate intake value is For childcare institutions Age group Male toddler The daily carbohydrate intake factor, For childcare institutions Age group Male toddler The actual daily fat intake value, For childcare institutions Age group Male toddler Daily fat reference intake, For childcare institutions Age group Male toddler The daily fat intake coefficient, , =1, 2, 3, ..., , is the number of age groups, =1, 2, 3, ..., , is the number of male young children, =1, 2, 3, ..., , The total number of days.

[0015] Furthermore, the daily comprehensive health index of each male young child and each female young child of each age group in the childcare institution is obtained, and a comprehensive health judgment analysis is performed, and the specific steps of taking corresponding measures according to the results of the comprehensive health judgment analysis are as follows: determine whether the daily comprehensive health index of each male young child and each female young child of each age group in the childcare institution is respectively within the preset comprehensive health threshold range; if the daily comprehensive health index of each male young child and each female young child of each age group in the childcare institution is respectively within the preset comprehensive health threshold range, no measures are taken; if the comprehensive health index of a male young child or a female young child of each age group in the childcare institution on a certain day is outside the preset comprehensive health threshold range, the corresponding young child is marked as having health abnormalities, and a comprehensive health abnormality alert is sent to relevant staff, and at the same time, comprehensive health abnormality information is sent to the parents of the corresponding young children based on the parent contact information.

[0016] A child health information tracking and management system for a childcare institution comprises: an acquisition and division module, a time period health index analysis module, a first health judgment module, a statistical analysis module, and a second health judgment module; the acquisition and division module is used to acquire the age information and gender information of each young child in the childcare institution, and divide them to obtain a number of male young children and a number of female young children in each age group in the childcare institution; the time period health index analysis module is used to continuously acquire the time period physical status data of each male young child and each female young child in each age group in the childcare institution for each time period, and conduct a comprehensive analysis to obtain the time period health index of each male young child and each female young child in each age group in the childcare institution for each time period; the first health judgment module is used to judge in real time whether the time period health index of each male young child and each female young child in each age group in the childcare institution is within a preset time period health threshold range, and judge the health index according to the judgment. the statistical analysis module is used to conduct a comprehensive analysis of the time period health index of each male young child and each female young child of each age group in the childcare institution at the end of each day, so as to obtain the daily initial health index of each male young child and each female young child of each age group in the childcare institution, and obtain the daily growth data, actual intake data, actual activity data, and actual interaction data of each male young child and each female young child of each age group in the childcare institution; the second health judgment module is used to conduct a comprehensive analysis of the daily growth data, actual intake data, actual activity data, actual interaction data, and initial health index of each male young child and each female young child of each age group in the childcare institution, so as to obtain the daily comprehensive health index of each male young child and each female young child of each age group in the childcare institution, conduct a comprehensive health judgment analysis, and take corresponding measures according to the results of the comprehensive health judgment analysis.

[0017] The present invention has the following beneficial effects: (1) The child health information tracking and management method of the child care institution continuously tracks and analyzes key health indicators such as the child's body temperature, heart rate, respiratory rate and blood oxygen saturation, and generates a health index for each time period in real time, thereby allowing the child care institution to immediately identify potential health risks in the early stages of the problem and intervene in advance. For example, if a child's body temperature continues to be high, the method will automatically mark and notify teachers and parents, so that necessary medical attention can be given in time to prevent further development of the disease. This not only protects the health of the children, but also reduces absences caused by illness and ensures the continuity of educational activities.

[0018] (2) The child health information tracking and management method of the child care institution calculates a daily comprehensive health index by analyzing the collected growth data, actual intake data, activity data, and interaction data, so as to help the child care institution accurately understand the health status and development needs of each child. The integration of this information enables the child care institution to optimize the education and nutrition plan according to the specific situation of each child. For example, if the analysis shows that a group of children do not have enough carbohydrate intake, the child care institution can adjust the meal provision to ensure the nutritional balance of all children. In addition, the method can identify children who need more physical activity, so as to personalize the daily activity plan to ensure that each child's physical development and health are supported.

[0019] (3) The child health information tracking and management method of the child care institution. Through the real-time health monitoring system, the child care institution can promptly report to parents the health status of their children. For example, the system can instantly send health reports and alerts to parents via email or mobile applications. Parents can understand the health status of their children in the child care institution in real time and participate in the formulation of intervention measures with the child care institution when necessary. This transparent communication and close home-school cooperation have greatly enhanced parents' trust and satisfaction, making parents feel that their children are well cared for in the child care institution. It also enables parents to better support their children's health and development at home.

[0020] (4) The child health information tracking and management system of the child care institution can systematically collect and analyze various key health data through comprehensive modular functions, thereby providing strong data support for evaluating and optimizing the education and health policies of child care institutions. For example, through the output data of the time period health index analysis module and the statistical analysis module, the management of the child care institution can deeply understand the health trends and living habits of children of different age groups, so as to formulate more accurate health intervention strategies and education plans. In addition, these data can also help child care institutions make more reasonable decisions on resource allocation, such as targetedly increasing nutritional supplements and physical activities for children of certain age groups or with weak constitutions, and adjusting course arrangements to meet the development needs of children. Through this data-driven decision-making, child care institutions can not only improve children's health and education outcomes, but also optimize operational efficiency and cost-effectiveness, and achieve continuous improvement and innovation in the education services of child care institutions.

[0021] Of course, any product implementing the present invention does not necessarily need to achieve all of the advantages described above at the same time. BRIEF DESCRIPTION OF THE DRAWINGS

[0022] Figure 1 The present invention is a flow chart of a method for tracking and managing the health information of children in a childcare institution.

[0023] Figure 2The present invention is a flowchart of the specific steps of obtaining the time period health index of each male young child and each female young child of each age group in the child care institution in a child care institution child health information tracking and management method.

[0024] Figure 3 The present invention is a block diagram of a child health information tracking and management system for a nursery institution. DETAILED DESCRIPTION

[0025] The embodiments of the present application provide a method and system for tracking and managing the health information of children in childcare institutions, thereby solving the problem that in the early stages of the design of the health management system for childcare institutions, the institution is often limited to conducting a unified health standard assessment only for the entire child group, while failing to conduct in-depth health data analysis and needs assessment for each age group and individual differences, which can easily lead to the formulated health management plan being insufficient in meeting the specific health needs of individual children. For example, if the same health management plan is applied to children of different ages and development stages, it is likely to be ineffective in preventing diseases and promoting healthy growth. In addition, the lack of a personalized and real-time updated health monitoring mechanism can easily lead to difficulty in timely detection or response to changes in children's health status, which can easily cause unnecessary health risks and increase the cost and complexity of subsequent medical interventions.

[0026] The overall idea of ​​the problem in the embodiment of this application is as follows: First, the basic information (age, gender) and health data (body temperature, heart rate, respiratory rate, blood oxygen saturation) of each young child are collected, and the collected data are monitored and analyzed in real time to evaluate the health status of each time period and generate a time period health index. According to the pre-set health threshold, it is judged in real time whether the time period health index of each young child is within the normal range. If the index is abnormal, the health abnormality will be marked immediately, and an alarm will be sent to relevant staff and parents through the system. At the end of each day, the growth data, actual intake data, actual activity data, actual interaction data, and initial health index of the whole day are comprehensively analyzed to calculate the daily health comprehensive index of each young child. The final health assessment is carried out based on the daily health comprehensive index, and necessary medical or health intervention measures are taken according to the results.

[0027] See also Figure 1The embodiment of the present invention provides a technical solution: a method for tracking and managing the health information of children in a childcare institution, comprising the following steps: obtaining the age information and gender information of each young child in the childcare institution, and dividing them to obtain a number of male young children and a number of female young children in each age group in the childcare institution; continuously obtaining the time period physical condition data of each male young child and each female young child in each age group in the childcare institution for each time period, and performing a comprehensive analysis to obtain the time period health index of each male young child and each female young child in each age group in the childcare institution for each time period; judging in real time whether the time period health index of each male young child and each female young child in each age group in the childcare institution is within a preset time period health threshold range, and taking corresponding measures according to the judgment results; at the end of each day, A comprehensive analysis is conducted on the time period health index of each male young child and each female young child of each age group in the childcare institution in each time period to obtain the daily initial health index of each male young child and each female young child of each age group in the childcare institution, and the daily growth data, actual intake data, actual activity data, and actual interaction data of each male young child and each female young child of each age group in the childcare institution are obtained; a comprehensive analysis is conducted on the daily growth data, actual intake data, actual activity data, actual interaction data, and initial health index of each male young child and each female young child of each age group in the childcare institution to obtain the daily comprehensive health index of each male young child and each female young child of each age group in the childcare institution, and a comprehensive health judgment analysis is conducted, and corresponding measures are taken according to the results of the comprehensive health judgment analysis.

[0028] The physical status data for each period includes the body temperature value, heart rate value, respiratory rate value, and blood oxygen saturation value for each period; the growth data includes the weight value, height value, and age value; the actual intake data includes the actual protein intake value, the actual carbohydrate intake value, and the actual fat intake value; the actual activity data includes the actual sports activity duration and the actual outdoor game duration; the actual interaction data includes the actual number of interactions and the actual interaction duration for each interaction.

[0029] Among them, heart rate, body temperature, blood oxygen saturation, actual physical activity duration, outdoor game duration, and interaction data are obtained through FitKids smart watches worn by young children.

[0030] Respiratory rate is obtained from a BioBreath chest strap worn by young children.

[0031] The actual intake values ​​of protein, carbohydrates, and fat can be obtained by the following methods: using an electronic food record application designed for childcare institutions, having caregivers record the food intake details of each young child for each meal, and the food record should include the type, quantity, and time of all food and beverages. The data from the electronic food log should be entered into the nutritional analysis software, which can calculate the intake of each nutrient based on the type and quantity of food, and the software database should contain standard nutritional composition information for various foods.

[0032] Specifically, Figure 2 As shown, the specific steps for obtaining the time period health index of each male young child and each female young child of each age group in the childcare institution are as follows: obtain the body temperature reference value, heart rate reference value, respiratory rate reference value, and blood oxygen saturation reference value of the male young child and female young child of each age group in the childcare institution, and conduct a comprehensive analysis based on the time period body temperature value, time period heart rate value, time period respiratory rate value, and time period blood oxygen saturation value of each male young child and each female young child of each age group in the childcare institution, and obtain the time period health index of each age group in the childcare institution. The periodic body temperature deviation index, periodic heart rate deviation index, periodic respiratory rate deviation index and periodic blood oxygen saturation deviation index of each male young child and each female young child in each age group are analyzed comprehensively to obtain the periodic health index of each male young child and each female young child in each age group in childcare institutions.

[0033] The specific formulas for calculating the period body temperature deviation index, period heart rate deviation index, period respiratory rate deviation index, period blood oxygen saturation deviation index, and period health index for each male young child of each age group in each period in childcare institutions are as follows: ;in, For childcare institutions Age group Male toddler The temperature deviation index of each period, For the Age group Male toddler The temperature value of each period, For childcare institutions The reference values ​​of body temperature for male children in each age group are: For childcare institutions Age group Male toddler The heart rate deviation index of each period, For the Age group Male toddler The heart rate value of each period, For childcare institutions Heart rate reference values ​​for male children in each age group: For childcare institutions Age group Male toddler The respiratory rate deviation index of the time period, For the Age group Male toddler The respiratory rate value of each period, For childcare institutions The reference value of respiratory rate for male children in each age group is: For childcare institutions Age group Male toddler The blood oxygen saturation deviation index of each period, For the Age group Male toddler The blood oxygen saturation value of each period, For childcare institutions Reference values ​​for blood oxygen saturation of male children in each age group. For childcare institutions Age group Male toddler The time period health index of each time period, For childcare institutions The body temperature coefficient of male children in each age group, For childcare institutions The heart rate coefficient of male children in each age group, For childcare institutions The respiratory rate coefficient of male young children in each age group is For childcare institutions The blood oxygen saturation coefficient of male children in each age group, , is a natural constant, =1, 2, 3, ..., , is the number of age groups, =1, 2, 3, ..., , is the number of male young children, =1, 2, 3, ..., , The number of time periods.

[0034] It needs to be explained that the specific method of obtaining the reference values ​​of body temperature, heart rate, respiratory rate, and blood oxygen saturation for male and female young children of each age group in childcare institutions is: by reading the latest pediatric medical research literature and health guidelines, and obtaining the range of normal body temperature, heart rate, respiratory rate, and blood oxygen saturation for children of each age group, and taking the middle value of the range as the reference value.

[0035] , , , The specific calculation process is as follows: The body temperature reference values, heart rate reference values, respiratory rate reference values, and blood oxygen saturation reference values ​​of male young children in each age group were standardized (i.e., removed from the unit), and then summed and analyzed after the standardization process to obtain the first The age-group health and values ​​of male young children in each age group are then standardized and processed in the first The reference values ​​of body temperature, heart rate, respiratory rate and blood oxygen saturation of male young children in each age group were ratio analyzed with the healthy values ​​of the age group, and the analysis results were the corresponding coefficients.

[0036] The specific formulas for calculating the period body temperature deviation index, period heart rate deviation index, period respiratory rate deviation index, period blood oxygen saturation deviation index, and period health index for each period of each female young child of each age group in childcare institutions are as follows: ;in, For childcare institutions Age group Female young children The temperature deviation index of each period, For the Age group Female young children The temperature value of each period, For childcare institutions Temperature reference values ​​for young female children in each age group: For childcare institutions Age group Female young children The heart rate deviation index of each period, For the Age group Female young children The heart rate value of each period, For childcare institutions Heart rate reference values ​​for female children in each age group: For childcare institutions Age group Female young children The respiratory rate deviation index of the time period, For the Age group Female young children The respiratory rate value of each period, For childcare institutions Reference values ​​for respiratory rates of young female children in each age group: For childcare institutions Age group Female young children The blood oxygen saturation deviation index of each period, For the Age group Female young children The blood oxygen saturation value of each period, For childcare institutions Reference values ​​for blood oxygen saturation of female children in each age group. For childcare institutions Age group Female young children The time period health index of each time period, For childcare institutions The body temperature coefficient of female children in each age group, For childcare institutions Heart rate coefficients of female children in each age group, For childcare institutions The respiratory rate coefficient of female young children in each age group, For childcare institutions Blood oxygen saturation coefficient of female children in each age group, , is a natural constant, and in this embodiment takes a value of 2.71, =1, 2, 3, ..., , is the number of age groups, =1, 2, 3, ..., , is the number of female young children, =1, 2, 3, ..., , The number of time periods.

[0037] It needs to be explained that , , , The specific calculation process is as follows: The body temperature reference values, heart rate reference values, respiratory rate reference values, and blood oxygen saturation reference values ​​of female young children in each age group were standardized (i.e., removed from the unit), and then summed and analyzed after the standardization process to obtain the first The age group of female children in each age group has a health value, and then the standardized childcare institutions have the The reference values ​​of body temperature, heart rate, respiratory rate and blood oxygen saturation of young female children in each age group were compared with the healthy values ​​of the age group, and the analysis results were the corresponding coefficients.

[0038] In this embodiment, by combining the specific physiological indicators of children of different age groups with reference values ​​for accurate health monitoring, the method can effectively identify early signs of various health problems. For each young child, the method not only monitors a single indicator, but also comprehensively considers multiple indicators such as body temperature, heart rate, respiratory rate and blood oxygen saturation, and evaluates the immediate health status of the young child through the calculated deviation index. This method enables childcare institutions to have a comprehensive understanding of the health status of each young child, rather than relying on a single measurement result. On this basis, the method can identify health problems that require special attention earlier by comprehensively analyzing these health indexes, and generate health reports in real time. For example, if a young child's heart rate and body temperature are measured abnormally for several consecutive times, the method can automatically trigger an alarm. , and notify the medical staff of the childcare institution and the children's parents. This timely information feedback and alarm mechanism not only improves the response speed to potential health risks of young children, but also provides parents and teaching staff with feasible action guidelines, such as possible medical intervention or adjustment of daily activity arrangements. In addition, because this method provides personalized data for each young child, childcare institutions can optimize their health management strategies and intervention procedures based on this information. For example, for children with persistently high body temperature, childcare institutions can adjust the intensity of indoor and outdoor activities and rest time, or adjust the temperature and ventilation of the classroom to meet the specific needs of young children. This personalized management method has greatly enhanced the childcare institution's ability to maintain the health of young children and ensure that every young child can grow up in an environment that supports their health and development.

[0039] Specifically, the specific steps of judging in real time whether the time period health index of each male young child of each age group and each female young child in each time period in the childcare institution is respectively within the preset time period health threshold range, and taking corresponding measures according to the judgment results are as follows: judging in real time whether the time period health index of each male young child of each age group and each female young child in each time period in the childcare institution is respectively within the preset time period health threshold range; when the time period health index of a male young child or a female young child of a certain age group in the childcare institution is outside the preset time period health threshold range for several consecutive time periods, and the number of time periods is higher than the preset time period threshold, the corresponding young child will be marked as having health abnormalities, and a health abnormality alert will be sent to relevant staff, and at the same time, the contact information of the parents of the corresponding young child will be obtained, and health abnormality information will be sent to the parents of the corresponding young child based on the parent contact information.

[0040] In this embodiment, the time period threshold value is three, that is, when there are three consecutive time periods in which the time period health index of a male young child or a female young child of a certain age group in a childcare institution is outside the preset time period health threshold range, and the number of time periods is higher than the preset time period threshold, the corresponding young child will be marked as having health abnormalities, and a health abnormality alert will be sent to relevant staff. At the same time, the contact information of the parents of the corresponding young child will be obtained, and health abnormality information will be sent to the parents of the corresponding young child based on the parent contact information.

[0041] In this embodiment, by real-time monitoring and judging whether the health index of each young child in the childcare institution is within the normal range, the method can quickly identify abnormal health signals. This real-time judgment mechanism enables the childcare institution to intervene in time before the health problem develops to a more serious stage. For example, if the heart rate or body temperature of a young child exceeds the normal range for three consecutive periods, the method will automatically trigger an alarm, which can not only reduce the complex health problems that may be caused by delayed treatment, but also save lives in some cases. When it is found that the health index of a young child is continuously abnormal, it will immediately notify the medical staff and related staff of the childcare institution, and automatically send an alarm to the contact information of the young child's parents. This notification mechanism ensures that all relevant parties can obtain timely information so that they can take quick action, such as arranging medical examinations or directly contacting parents to decide whether further medical intervention is needed. In addition, this early warning and notification function of the method improves parents' confidence and satisfaction because it ensures that childcare institutions pay close attention to and respond quickly to the health status of young children.

[0042] Specifically, the specific steps to obtain the daily initial health index of each male young child and each female young child in each age group in the childcare institution are as follows: comprehensively analyze the time period health index of each male young child and each female young child in each age group in the childcare institution in each time period of the day with the moving exponential average method to obtain the daily initial health index of each male young child and each female young child in each age group in the childcare institution.

[0043] The specific formula for calculating the daily initial health index of each male child of each age group in a childcare institution is as follows: ; in, For childcare institutions Age group Male toddler Initial health index of the day, For childcare institutions Age group Male toddler Day's The time period health index of each time period, For childcare institutions Age group Male toddler Day's The weighted coefficient of the time period health index for each time period, For childcare institutions Age group Male toddler Day's The time period health index of each time period, For childcare institutions Age group Male toddler Day's The weighted coefficient of the time period health index for each time period, , =1, 2, 3, ..., , is the number of age groups, =1, 2, 3, ..., , is the number of male young children, =1, 2, 3, ..., , is the total number of days, =1, 2, 3, ..., , The number of time periods.

[0044] It needs to be explained that , The specific calculation process is as follows: Age group Male toddler Day's , The health index of each period is summed and analyzed to obtain the first Age group Male toddler Day's The health index and value of each group in each period, and then the Age group Male toddler Day's , The health index of each time period is respectively related to the corresponding The time period health index and value of the group are analyzed for proportion, and the analysis result is the corresponding weighted coefficient.

[0045] In this implementation scheme, the moving exponential average method is used to comprehensively analyze the daily health index of each young child, so that childcare institutions can accurately track and evaluate the health trends of each child. This method not only reflects the health status of a single period of time, but also can provide a smoother and more stable health assessment result by weighting historical data. Such analysis helps faculty and staff identify those that may not be temporary abnormalities, but may indicate persistent deviations of potential health problems. The advantage of this method is that it can reduce the error impact caused by daily changes, such as seasonal diseases, daily minor illnesses, etc., thereby ensuring that the health feedback received by faculty and staff and parents is based on stable and reliable data. This reliability is very important, especially when formulating long-term health intervention and management plans. In addition, through this method, childcare institutions can build a health profile for each young child and monitor their health development. This continuous health assessment provides the possibility for early diagnosis and treatment, especially for chronic diseases or developmental problems, such as asthma, allergies, etc. Early detection and response to these problems can significantly improve the quality of life of young children and reduce learning interruptions caused by health problems.

[0046] Specifically, the specific steps for obtaining the daily comprehensive health index of each male young child and each female young child of each age group in the childcare institution are as follows: read the daily growth data, actual intake data, and actual activity data of each male young child and each female young child of each age group in the childcare institution, and conduct a comprehensive analysis to obtain the daily growth health comprehensive index of each male young child and each female young child of each age group in the childcare institution; obtain the daily reference duration of physical activity and the reference duration of outdoor games for each male young child and each female young child of each age group in the childcare institution, and conduct a comprehensive analysis based on the actual daily physical activity duration and actual outdoor game duration of each male young child and each female young child of each age group in the childcare institution to obtain the daily activity health comprehensive index of each male young child and each female young child of each age group in the childcare institution; read the daily growth data, actual intake data, and actual activity data of each male young child and each female young child of each age group in the childcare institution, and conduct a comprehensive analysis to obtain the daily activity health comprehensive index of each male young child and each female young child of each age group in the childcare institution The actual number of interactions per day for each male young child and each female young child, as well as the actual duration of each interaction, are combined and analyzed comprehensively to obtain the daily mental health index of each male young child and each female young child in each age group in childcare institutions; the daily initial health reference index of each male young child and each female young child in each age group in childcare institutions is obtained, and combined with the daily initial health index of each male young child and each female young child in each age group in childcare institutions, a comprehensive analysis is conducted to obtain the daily initial health comprehensive index of each male young child and each female young child in each age group in childcare institutions; the daily growth health comprehensive index, activity health comprehensive index and initial health comprehensive index of each male young child and each female young child in each age group in childcare institutions are comprehensively analyzed respectively to obtain the daily health comprehensive index of each male young child and each female young child in each age group in childcare institutions.

[0047] The specific formulas for calculating the daily activity health comprehensive index, initial health comprehensive index, and health comprehensive index of each male young child of each age group in childcare institutions are as follows: ; in, For childcare institutions Age group Male toddler The comprehensive index of activity and health for the day, For childcare institutions Age group Male toddler Actual physical activity time per day, For childcare institutions Age group Male toddler Reference duration of physical activity per day, For childcare institutions Age group Male toddler Physical activity coefficient of the day, For childcare institutions Age group Male toddler Actual outdoor play time per day, For childcare institutions Age group Male toddler Reference duration of outdoor games per day, For childcare institutions Age group Male toddler Days of outdoor play coefficient, , For childcare institutions Age group Male toddler The initial health index of the day, For childcare institutions Age group Male toddler Initial health index of the day, For childcare institutions Age group Male toddler The initial health reference index for the day, For childcare institutions Age group Male toddler The comprehensive health index of the day, For childcare institutions Age group Male toddler The comprehensive growth and health index of the day, For childcare institutions Age group Male toddler The growth health factor of the day, For childcare institutions Age group Male toddler The activity health factor of the day, For childcare institutions Age group Male toddler The mental health index of the day, For childcare institutions Age group Male toddler The mental health index of the day, For childcare institutions Age group Male toddler The initial health factor of the day, , is a natural constant, =1, 2, 3, ..., , is the number of age groups, =1, 2, 3, ..., , is the number of male young children, =1, 2, 3, ..., , The total number of days.

[0048] It needs to be explained that , The specific calculation process is as follows: Age group Male toddler The reference duration of physical activities and outdoor games per day were summed and analyzed to obtain the reference duration of physical activities and outdoor games in the childcare institutions. Age group Male toddler The duration and value of the activities on the day, and then Age group Male toddler The reference duration of sports activities and outdoor games per day are analyzed with the corresponding activity duration and values, and the analysis results are the corresponding coefficients.

[0049] The specific acquisition process is: Age group Male toddler The body temperature reference value, heart rate reference value, respiratory rate reference value, and blood oxygen saturation reference value of each period of the day were standardized (i.e., removed from the unit), and after the standardization, weighted analysis was performed with the corresponding body temperature coefficient, heart rate coefficient, respiratory rate coefficient, and blood oxygen saturation coefficient to obtain the first Age group Male toddler The health reference index for each period of the day was analyzed and the mean value was obtained. Age group Male toddler The initial health reference index for the day.

[0050] The specific calculation process of the daily mental health index of each male child and each female child of each age group in the childcare institution is as follows: The historical number of interactions and the historical duration of each interaction of each male young child and each female young child in each age group in the childcare institution are obtained, and mean analysis is performed separately to obtain the reference number of interactions (this value is obtained by mean analysis of the historical number of interactions per day) and the reference duration of interaction (this value is obtained by mean analysis of the historical duration of each interaction per day to obtain the average of the historical daily interaction duration, and then mean analysis of the average of the historical daily interaction duration is performed) of each male young child and each female young child in each age group in the childcare institution, and standardization is performed (i.e., unit removal is performed), and sum analysis is performed after standardization, and then the reference number of interactions and the reference duration of interactions of each male young child and each female young child in each age group in the childcare institution after standardization are respectively performed with the sum analysis for proportion analysis to obtain the weighted coefficient of the reference number of interactions and the reference duration of interaction of each male young child and each female young child in each age group in the childcare institution.

[0051] Then, a mean analysis was conducted on the actual interaction duration of each male and female young child in each age group in the childcare institution to obtain the mean interaction duration of each male and female young child in each age group in the childcare institution.

[0052] Multiply the ratio of the actual number of interactions to the reference number of interactions for each male and female young child of each age group in the childcare institution by the weighted coefficient of the corresponding reference number of interactions, add the ratio of the mean interaction time to the interaction reference time multiplied by the weighted coefficient of the corresponding reference interaction time, and perform sum analysis to obtain the daily mental health index of each male and female young child of each age group in the childcare institution (this calculation process is performed after standardization, i.e., de-unitization).

[0053] , , , The specific calculation process is as follows: Age group Male toddler The actual protein intake value, carbohydrate intake value, and fat intake value of the day were combined with the corresponding protein intake coefficient, carbohydrate intake coefficient, and fat intake coefficient for weighted analysis to obtain the first day of the childcare institution. Age group Male toddler Days of growth and health reference index.

[0054] The first Age group Male toddler The reference duration of physical activities and outdoor games per day were weighted and analyzed with the corresponding physical activity coefficients and outdoor game coefficients to obtain the first Age group Male toddler Days of activity health reference index.

[0055] The first Age group The interaction reference times and interaction reference time of male young children were weighted and analyzed with the corresponding weight coefficients to obtain the first Age group A reference index of mental health for young male children.

[0056] The first Age group Male toddler The growth health reference index, activity health reference index, mental health reference index, and initial health reference index of the first day were summed and analyzed to obtain the first day of the childcare institution. Age group Male toddler The comprehensive health and value of the day, and then the first Age group Male toddler The growth health reference index, activity health reference index, mental health reference index and initial health reference index of the day are respectively analyzed with the corresponding growth health reference index, and the analysis result is the corresponding coefficient.

[0057] Moreover, the specific logic for calculating the comprehensive activity health index, initial health comprehensive index, mental health reference index and comprehensive health index of each female young child in each age group in childcare institutions is consistent with the specific logic for calculating the comprehensive activity health index, initial health comprehensive index, mental health reference index and comprehensive health index of each male young child in each age group in childcare institutions.

[0058] In this embodiment, by integrating daily growth data, actual intake data, and actual activity data, the system can provide a comprehensive health index for each young child. The advantage of this method is that it not only evaluates the physical health and mental and physical health of young children, but also takes into account their nutritional intake and physical activity, thereby providing a multi-dimensional health assessment, which helps to identify young children who may face health risks due to unbalanced nutrition or insufficient activity. The design of this method enables childcare institutions to use scientific data analysis methods, such as moving average and weight analysis, in daily health management to ensure the accuracy and timeliness of each assessment. Such a systematic approach improves the response speed and handling ability to health problems of young children, especially when dealing with chronic diseases or developmental problems, and can intervene in advance and implement necessary health intervention measures. Through daily health comprehensive index analysis, childcare institutions can promptly discover and deal with abnormal health conditions. For example, if the health index of a young child is abnormal for several consecutive days, the method can automatically alarm and prompt further medical examinations or professional health assessments so that treatment measures can be taken as early as possible. This timely early warning mechanism greatly improves the efficiency and effectiveness of health management for young children and reduces the risk of potential long-term health problems.

[0059] Specifically, the specific steps for obtaining the daily growth and health comprehensive index of each male young child and each female young child in each age group in the childcare institution are as follows: read the daily weight value (in kg), height value (in cm), and age value (in years) of each male young child and each female young child in each age group in the childcare institution, and conduct a comprehensive analysis to obtain the daily basal metabolic rate of each male young child and each female young child in each age group in the childcare institution; read the actual daily physical activity time and actual outdoor game time of each male young child and each female young child in each age group in the childcare institution, and conduct a sum analysis to obtain the actual total activity time of each male young child and each female young child in each age group in the childcare institution, and obtain the actual daily activity time score of each male young child and each female young child in each age group in the childcare institution according to the preset activity time scoring rule; respectively, the daily basal metabolic rate and actual activity time of each male young child and each female young child in each age group in the childcare institution are scored. The long scores are comprehensively analyzed to obtain the actual daily energy consumption values ​​of each male young child and each female young child in each age group in the childcare institution; the protein reference coefficient, carbohydrate reference coefficient, and fat reference coefficient pre-stored in the database are obtained, and they are combined with the actual daily energy consumption values ​​of each male young child and each female young child in each age group in the childcare institution for comprehensive analysis to obtain the daily protein reference intake values, carbohydrate reference intake values, and fat reference intake values ​​of each male young child and each female young child in each age group in the childcare institution; the actual daily protein intake values, carbohydrate actual intake values, and fat actual intake values ​​of each male young child and each female young child in each age group in the childcare institution are combined with the daily protein reference intake values, carbohydrate reference intake values, and fat reference intake values ​​of each male young child and each female young child in each age group in the childcare institution for comprehensive analysis to obtain the daily growth and health comprehensive index of each male young child and each female young child in each age group in the childcare institution.

[0060] The specific formula for calculating the daily growth and health comprehensive index of each male child of each age group in the childcare institution is as follows: ; in, For childcare institutions Age group Male toddler The comprehensive growth and health index of the day, For childcare institutions Age group Male toddler Actual daily protein intake For childcare institutions Age group Male toddler The daily protein intake is For childcare institutions Age group Male toddler Daily protein intake coefficient, For childcare institutions Age group Male toddler The actual carbohydrate intake for the day, For childcare institutions Age group Male toddler The daily carbohydrate intake value is For childcare institutions Age group Male toddler Daily carbohydrate intake factor, For childcare institutions Age group Male toddler The actual daily fat intake value, For childcare institutions Age group Male toddler Daily fat reference intake, For childcare institutions Age group Male toddler The daily fat intake coefficient, , =1, 2, 3, ..., , is the number of age groups, =1, 2, 3, ..., , is the number of male young children, =1, 2, 3, ..., , The total number of days.

[0061] It needs to be explained that , , The specific calculation process is as follows: Age group Male toddler The actual protein intake, carbohydrate intake, and fat intake of the day were summed and analyzed to obtain the first Age group Male toddler The intake and value of the day, and then the first Age group Male toddler The actual protein intake value, carbohydrate intake value and fat intake value of the day are respectively analyzed with the corresponding intake and value, and the analysis result is the corresponding coefficient.

[0062] Specific examples of age groups in childcare institutions are as follows: The first age group: 0-1 years old The second age group: 1-2 years old The third age group: 2-3 years old The fourth age group: 3-4 years old The fifth age group: 4-5 years old The sixth age group: 5-6 years old Among them, the specific formula for calculating the daily basal metabolic rate of each male child and each female child in the first age group (i.e. 0-1 years old) in the childcare institution is as follows: ; in, The first age group (i.e. 0-1 years old) in the childcare institution Male toddler The basal metabolic rate of the day, The first age group (i.e. 0-1 years old) in the childcare institution Male toddler The daily weight, The first age group (i.e. 0-1 years old) in the childcare institution Male toddler The height of the day, The first age group (i.e. 0-1 years old) in the childcare institution Male toddler Age value in days, =1, 2, 3, ..., , is the number of male young children, The first age group (i.e. 3-4 years old) in the childcare institution Female young children The basal metabolic rate of the day, The first age group (i.e. 0-1 years old) in the childcare institution Female young children The daily weight, The first age group (i.e. 0-1 years old) in the childcare institution Female young children The height of the day, The first age group (i.e. 0-1 years old) in the childcare institution Female young children Age value in days, =1, 2, 3, ..., , is the number of female young children, =1, 2, 3, ..., , The total number of days.

[0063] The specific formula for calculating the actual daily energy consumption value, protein reference intake value, carbohydrate reference intake value, and fat reference intake value of each male child of each age group in childcare institutions is as follows: ;in, For childcare institutions Age group Male toddler The actual energy consumption value of the day, For childcare institutions Age group Male toddler The basal metabolic rate of the day, For childcare institutions Age group Male toddler The actual activity duration score of the day, For childcare institutions Age group Male toddler The daily protein intake is is the protein reference coefficient pre-stored in the database, For childcare institutions Age group Male toddler The daily carbohydrate intake value is is the carbohydrate reference coefficient pre-stored in the database, For childcare institutions Age group Male toddler Daily fat reference intake, It is the fat reference coefficient pre-stored in the database.

[0064] It should be explained that the protein reference coefficient pre-stored in the database, i.e. the recommended proportion of protein to total energy, is specifically 10%-15%, and in this embodiment, the value is 0.12.

[0065] The carbohydrate reference coefficient pre-stored in the database is the recommended proportion of carbohydrates to total energy, specifically 50%-60%, and in this embodiment, the value is 0.55.

[0066] The fat reference coefficient pre-stored in the database is the recommended proportion of fat to total energy, specifically 25%-35%, and in this embodiment, the value is 0.30.

[0067] The specific logic for calculating the actual daily energy consumption value, protein reference intake value, carbohydrate reference intake value, and fat reference intake value for each female young child of each age group in childcare institutions is consistent with the specific logic for calculating the actual daily energy consumption value, protein reference intake value, carbohydrate reference intake value, and fat reference intake value for each male young child of each age group in childcare institutions.

[0068] In this embodiment, by analyzing the weight, height and age of each young child and calculating the basal metabolic rate, the daily energy requirement of each young child is assessed in combination with the actual activity level. This method enables childcare institutions to provide each young child with a personalized nutrition plan, which is essential to ensure that young children obtain adequate nutrition suitable for their growth needs, especially during critical growth periods. The actual amount of protein, carbohydrates and fat consumed can be compared with pre-stored nutritional reference coefficients to effectively monitor and adjust food intake to ensure a balanced diet for each young child. Such analysis helps childcare institutions follow scientific dietary recommendations and prevent malnutrition or overnutrition, thereby maintaining the health of young children and promoting normal development. Combined with daily energy expenditure and nutrient intake analysis, childcare institutions can adjust meal plans in a timely manner to ensure that children obtain adequate energy and nutrition based on their activity levels and physiological needs. This method not only helps prevent and treat obesity and related diseases in young children, but also optimizes the overall health of children.

[0069] Specifically, the daily comprehensive health index of each male young child and each female young child of each age group in the childcare institution is obtained, and a comprehensive health judgment analysis is performed, and the specific steps of taking corresponding measures according to the results of the comprehensive health judgment analysis are as follows: determine whether the daily comprehensive health index of each male young child and each female young child of each age group in the childcare institution is respectively within the preset comprehensive health threshold range; if the daily comprehensive health index of each male young child and each female young child of each age group in the childcare institution is respectively within the preset comprehensive health threshold range, no measures are taken; if the comprehensive health index of a male young child or a female young child of each age group in the childcare institution on a certain day is outside the preset comprehensive health threshold range, the corresponding young child is marked as having health abnormalities, and a comprehensive health abnormality alert is sent to relevant staff, and at the same time, comprehensive health abnormality information is sent to the parents of the corresponding young children based on the parent contact information.

[0070] In this implementation plan, by real-time monitoring of the comprehensive health index of each young child and comparing it with the preset health threshold, health risks can be quickly identified and potential health problems can be intervened in time. This early warning system can greatly reduce the risk of worsening health problems in young children, ensure that young children can receive necessary medical attention and intervention when problems arise, and systematically report the health status of their young children to parents, and promptly notify parents when health abnormalities occur, which can enhance parents' trust in childcare institutions. This transparent communication and timely feedback are important considerations for parents in choosing early childhood services. Based on the daily comprehensive health index analysis results, childcare institutions can allocate medical and health resources more accurately, and more concentrated attention and intervention measures can be implemented for young children who frequently have health problems. This not only improves the operating efficiency of childcare institutions, but also ensures the optimal use of limited resources. Through continuous monitoring of the health index, childcare institutions can identify common patterns and causes of health problems, and carry out targeted health education activities based on this, such as optimization suggestions for eating habits and physical activities, which helps to improve the health awareness of young children and parents and promote a healthier lifestyle.

[0071] See also Figure 3The embodiment of the present invention provides a technical solution: a child health information tracking and management system for a childcare institution, comprising: an acquisition and division module, a time period health index analysis module, a first health judgment module, a statistical analysis module, and a second health judgment module; the acquisition and division module is used to acquire the age information and gender information of each young child in the childcare institution, and divide them to obtain a number of male young children and a number of female young children in each age group in the childcare institution; the time period health index analysis module is used to continuously acquire the time period physical state data of each male young child and each female young child in each age group in the childcare institution for each time period, and perform a comprehensive analysis to obtain the time period health index of each male young child and each female young child in each age group in the childcare institution for each time period; the first health judgment module is used to judge in real time whether the time period health index of each male young child and each female young child in each age group in the childcare institution for each time period is respectively within a preset time period health threshold range. and take corresponding measures according to the judgment results; the statistical analysis module is used to conduct a comprehensive analysis of the time period health index of each male young child and each female young child of each age group in the childcare institution at the end of each day, and obtain the daily initial health index of each male young child and each female young child of each age group in the childcare institution, and obtain the daily growth data, actual intake data, actual activity data, and actual interaction data of each male young child and each female young child of each age group in the childcare institution; the second health judgment module is used to conduct a comprehensive analysis of the daily growth data, actual intake data, actual activity data, actual interaction data, and initial health index of each male young child and each female young child of each age group in the childcare institution, and obtain the daily comprehensive health index of each male young child and each female young child of each age group in the childcare institution, and conduct a comprehensive health judgment analysis, and take corresponding measures according to the results of the comprehensive health judgment analysis.

[0072] In summary, this application has at least the following effects: By continuously tracking and analyzing key health indicators such as children's body temperature, heart rate, respiratory rate and blood oxygen saturation, a health index for each time period is generated in real time, allowing childcare institutions to instantly identify potential health risks in the early stages of the problem and intervene in advance. For example, if a child's body temperature continues to be high, the method will automatically mark and notify teachers and parents so that necessary medical attention can be given in time to prevent further development of the disease. This not only protects the health of the children, but also reduces absenteeism caused by illness and ensures the continuity of educational activities.

[0073] By analyzing the collected growth data, actual intake data, activity data, and interaction data, a comprehensive health index is calculated for each day, helping childcare institutions to accurately understand the health status and development needs of each child. The integration of this information enables childcare institutions to optimize education and nutrition plans based on the specific circumstances of each child. For example, if the analysis shows that a group of children do not have adequate carbohydrate intake, the childcare institution can adjust the meal provision to ensure nutritional balance for all children. In addition, this method can identify children who need more physical activity, thereby personalizing the daily activity plan to ensure that every child's physical development and health are supported.

[0074] Through the real-time health monitoring system, childcare institutions are able to report their children's health status to parents in a timely manner. For example, the system can instantly send health reports and alerts to parents via email or mobile applications. Parents can understand their children's health status in real time in childcare institutions and participate in the formulation of intervention measures with childcare institutions when necessary. This transparent communication and close home-school cooperation have greatly enhanced parents' trust and satisfaction, making parents feel that their children are well cared for in childcare institutions. It also enables parents to better support their children's health and development at home.

[0075] Through comprehensive modular functions, various key health data can be systematically collected and analyzed, thereby providing strong data support for evaluating and optimizing the education and health policies of childcare institutions. For example, through the output data of the time period health index analysis module and the statistical analysis module, the management of childcare institutions can have an in-depth understanding of the health trends and living habits of children of different age groups, so as to formulate more accurate health intervention strategies and education plans. In addition, these data can also help childcare institutions make more reasonable decisions on resource allocation, such as targeted increase in nutritional supplements and physical activities for children of certain age groups or with weak constitutions, and adjustment of course schedules to meet children's development needs. Through this data-driven decision-making, childcare institutions can not only improve children's health and education outcomes, but also optimize operational efficiency and cost-effectiveness, and achieve continuous improvement and innovation in the educational services of childcare institutions.

[0076] Although the preferred embodiments of the present invention have been described, those skilled in the art may make other changes and modifications to these embodiments once they have learned the basic creative concept. Therefore, the appended claims are intended to be interpreted as including the preferred embodiments and all changes and modifications that fall within the scope of the present invention.

[0077] Obviously, those skilled in the art can make various changes and modifications to the present invention without departing from the spirit and scope of the present invention. Thus, if these modifications and variations of the present invention fall within the scope of the claims of the present invention and their equivalents, the present invention is also intended to include these modifications and variations.

Claims

1. A method for tracking and managing children's health information in a childcare institution, characterized in that: The following steps are involved: The age information and gender information of each young child in the childcare institution are obtained, and the information is divided to obtain a number of male young children and a number of female young children in each age group in the childcare institution; Continuously obtain the time period physical condition data of each male young child and each female young child of each age group in the childcare institution, and conduct a comprehensive analysis to obtain the time period health index of each male young child and each female young child of each age group in the childcare institution; Determine in real time whether the health index of each male child and each female child of each age group in each time period of the childcare institution is within the preset health threshold range of each time period, and take corresponding measures according to the judgment results; At the end of each day, conduct a comprehensive analysis of the health index of each male child and each female child of each age group in the childcare institution in each time period to obtain the initial health index of each male child and each female child of each age group in the childcare institution every day, and obtain the growth data, actual intake data, actual activity data, and actual interaction data of each male child and each female child of each age group in the childcare institution on that day; A comprehensive analysis is conducted on the daily growth data, actual intake data, actual activity data, actual interaction data, and initial health index of each male and female young child of each age group in childcare institutions, to obtain the daily comprehensive health index of each male and female young child of each age group in childcare institutions, and a comprehensive health judgment analysis is conducted, and corresponding measures are taken based on the results of the comprehensive health judgment analysis.

2. The method for tracking and managing children's health information in a nursery institution according to claim 1, characterized in that: The physical status data for each period includes the body temperature value, heart rate value, respiratory rate value, and blood oxygen saturation value for each period; the growth data includes the weight value, height value, and age value; the actual intake data includes the actual protein intake value, the actual carbohydrate intake value, and the actual fat intake value; the actual activity data includes the actual sports activity duration and the actual outdoor game duration; the actual interaction data includes the actual number of interactions and the actual interaction duration for each interaction.

3. The method for tracking and managing children's health information in a nursery institution according to claim 2, characterized in that: The specific steps for obtaining the time period health index of each male young child and each female young child of each age group in the childcare institution are as follows: Obtain the body temperature reference value, heart rate reference value, respiratory rate reference value, and blood oxygen saturation reference value of male young children and female young children of each age group in the childcare institution, and conduct a comprehensive analysis based on the time period body temperature value, time period heart rate value, time period respiratory rate value, and time period blood oxygen saturation value of each male young child and each female young child of each age group in the childcare institution, to obtain the time period body temperature deviation index, time period heart rate deviation index, time period respiratory rate deviation index, and time period blood oxygen saturation deviation index of each time period of each male young child and each female young child of each age group in the childcare institution; A comprehensive analysis is conducted on the periodic temperature deviation index, periodic heart rate deviation index, periodic respiratory rate deviation index and periodic blood oxygen saturation deviation index of each male young child and each female young child of each age group in childcare institutions to obtain the periodic health index of each male young child and each female young child of each age group in childcare institutions.

4. The method for tracking and managing children's health information in a nursery institution according to claim 3, characterized in that: The specific formulas for calculating the period body temperature deviation index, period heart rate deviation index, period respiratory rate deviation index, period blood oxygen saturation deviation index, and period health index for each male young child of each age group in each period in childcare institutions are as follows: ； in, For childcare institutions Age group Male toddler The temperature deviation index of each period, For the Age group Male toddler The temperature value of each period, For childcare institutions The reference values ​​of body temperature for male children in each age group are: For childcare institutions Age group Male toddler The heart rate deviation index of each period, For the Age group Male toddler The heart rate value of each period, For childcare institutions Heart rate reference values ​​for male children in each age group: For childcare institutions Age group Male toddler The respiratory rate deviation index of the time period, For the Age group Male toddler The respiratory rate value of each period, For childcare institutions The reference value of respiratory rate for male children in each age group is: For childcare institutions Age group Male toddler The blood oxygen saturation deviation index of each period, For the Age group Male toddler The blood oxygen saturation value of each period, For childcare institutions Reference values ​​for blood oxygen saturation of male children in each age group. For childcare institutions Age group Male toddler The time period health index of each time period, For childcare institutions The body temperature coefficient of male children in each age group, For childcare institutions The heart rate coefficient of male children in each age group, For childcare institutions The respiratory rate coefficient of male young children in each age group is For childcare institutions The blood oxygen saturation coefficient of male children in each age group, , is a natural constant, =1, 2, 3, ..., , is the number of age groups, =1, 2, 3, ..., , is the number of male young children, =1, 2, 3, ..., , The number of time periods.

5. The method for tracking and managing children's health information in a nursery institution according to claim 1, characterized in that: The specific steps of determining in real time whether the time period health index of each male young child and each female young child of each age group in the childcare institution is within the preset time period health threshold range, and taking corresponding measures according to the determination results are as follows: Real-time determination of whether the time period health index of each male young child and each female young child of each age group in the childcare institution is within the preset time period health threshold range; When the period health index of a male child or a female child of a certain age group in a childcare institution is outside the preset period health threshold range for several consecutive periods, and the number of period periods is higher than the preset period threshold, the corresponding child will be marked as having health abnormalities, and a health abnormality alert will be sent to relevant staff. At the same time, the contact information of the parents of the corresponding child will be obtained, and health abnormality information will be sent to the parents of the corresponding child based on the parent contact information.

6. The method for tracking and managing children's health information in a nursery institution according to claim 1, characterized in that: The specific steps for obtaining the daily initial health index of each male child and each female child of each age group in the childcare institution are as follows: The health index of each male child and each female child of each age group in the childcare institution at each time period of each day is analyzed by combining the moving exponential average method to obtain the initial health index of each male child and each female child of each age group in the childcare institution every day; The specific formula for calculating the daily initial health index of each male child of each age group in a childcare institution is as follows: ； in, For childcare institutions Age group Male toddler Initial health index of the day, For childcare institutions Age group Male toddler Day's The time period health index of each time period, For childcare institutions Age group Male toddler Day's The weighted coefficient of the time period health index for each time period, For childcare institutions Age group Male toddler Day's The time period health index of each time period, For childcare institutions Age group Male toddler Day's The weighted coefficient of the time period health index for each time period, , =1, 2, 3, ..., , is the number of age groups, =1, 2, 3, ..., , is the number of male young children, =1, 2, 3, ..., , is the total number of days, =1, 2, 3, ..., , The number of time periods.

7. The method for tracking and managing children's health information in a nursery institution according to claim 1, characterized in that: The specific steps for obtaining the daily comprehensive health index of each male child and each female child of each age group in the childcare institution are as follows: Read the daily growth data, actual intake data, and actual activity data of each male young child and each female young child of each age group in the childcare institution, and conduct a comprehensive analysis to obtain the daily growth and health comprehensive index of each male young child and each female young child of each age group in the childcare institution; Obtain the reference duration of daily physical activity and outdoor play for each male and female young child of each age group in childcare institutions, and conduct a comprehensive analysis based on the actual duration of daily physical activity and actual duration of outdoor play for each male and female young child of each age group in childcare institutions, to obtain the comprehensive daily activity health index for each male and female young child of each age group in childcare institutions; Read the actual number of interactions and the actual duration of each interaction for each male and female child of each age group in the childcare institution, and conduct a comprehensive analysis to obtain the daily mental health index of each male and female child of each age group in the childcare institution; Obtain the daily initial health reference index of each male young child and each female young child of each age group in the childcare institution, and conduct a comprehensive analysis based on the daily initial health index of each male young child and each female young child of each age group in the childcare institution to obtain the daily initial health comprehensive index of each male young child and each female young child of each age group in the childcare institution; Comprehensively analyze the daily growth health comprehensive index, activity health comprehensive index, and initial health comprehensive index of each male young child and each female young child of each age group in the childcare institution to obtain the daily health comprehensive index of each male young child and each female young child of each age group in the childcare institution; The specific formulas for calculating the daily activity health comprehensive index, initial health comprehensive index, and health comprehensive index of each male young child of each age group in childcare institutions are as follows: ； in, For childcare institutions Age group Male toddler The comprehensive index of activity and health for the day, For childcare institutions Age group Male toddler Actual physical activity time per day, For childcare institutions Age group Male toddler Reference duration of physical activity per day, For childcare institutions Age group Male toddler Physical activity coefficient of the day, For childcare institutions Age group Male toddler Actual outdoor play time per day, For childcare institutions Age group Male toddler Reference duration of outdoor games per day, For childcare institutions Age group Male toddler Day's outdoor play coefficient, , For childcare institutions Age group Male toddler The initial health index of the day, For childcare institutions Age group Male toddler Initial health index of the day, For childcare institutions Age group Male toddler The initial health reference index for the day, For childcare institutions Age group Male toddler The comprehensive health index of the day, For childcare institutions Age group Male toddler The comprehensive growth and health index of the day, For childcare institutions Age group Male toddler The growth health factor of the day, For childcare institutions Age group Male toddler The activity health factor of the day, For childcare institutions Age group Male toddler The mental health index of the day, For childcare institutions Age group Male toddler The mental health index of the day, For childcare institutions Age group Male toddler The initial health factor of the day, , is a natural constant, =1, 2, 3, ..., , is the number of age groups, =1, 2, 3, ..., , is the number of male young children, =1, 2, 3, ..., , The total number of days.

8. The method for tracking and managing children's health information in a nursery institution according to claim 7, characterized in that: The specific steps for obtaining the daily comprehensive growth and health index of each male child and each female child of each age group in the childcare institution are as follows: Read the daily weight, height, and age of each male child and each female child of each age group in the childcare institution, and conduct a comprehensive analysis to obtain the daily basal metabolic rate of each male child and each female child of each age group in the childcare institution; Read the actual physical activity duration and actual outdoor play duration of each male young child and each female young child of each age group in the childcare institution, and perform sum analysis to obtain the total actual activity duration of each male young child and each female young child of each age group in the childcare institution, and obtain the actual activity duration score of each male young child and each female young child of each age group in the childcare institution according to the preset activity duration scoring rule; Comprehensively analyze the daily basal metabolic rate and actual activity duration scores of each male and female child of each age group in the childcare institutions to obtain the actual daily energy consumption values ​​of each male and female child of each age group in the childcare institutions; Obtaining the protein reference coefficient, carbohydrate reference coefficient, and fat reference coefficient pre-stored in the database, and performing a comprehensive analysis based on the actual daily energy consumption values ​​of each male young child and each female young child of each age group in the childcare institution, to obtain the daily protein reference intake value, carbohydrate reference intake value, and fat reference intake value of each male young child and each female young child of each age group in the childcare institution; The actual daily protein intake value, actual carbohydrate intake value, and actual fat intake value of each male young child and each female young child of each age group in the childcare institution are combined with the daily protein reference intake value, carbohydrate reference intake value, and fat reference intake value of each male young child and each female young child of each age group in the childcare institution, respectively, to obtain the daily growth and health comprehensive index of each male young child and each female young child of each age group in the childcare institution; The specific formula for calculating the daily comprehensive growth and health index of each male child of each age group in a childcare institution is as follows: ； in, For childcare institutions Age group Male toddler The comprehensive growth and health index of the day, For childcare institutions Age group Male toddler Actual daily protein intake For childcare institutions Age group Male toddler The daily protein intake is For childcare institutions Age group Male toddler Daily protein intake coefficient, For childcare institutions Age group Male toddler The actual carbohydrate intake for the day, For childcare institutions Age group Male toddler The daily carbohydrate intake value is For childcare institutions Age group Male toddler The daily carbohydrate intake factor, For childcare institutions Age group Male toddler The actual daily fat intake value, For childcare institutions Age group Male toddler Daily fat intake reference value, For childcare institutions Age group Male toddler The daily fat intake coefficient, , =1, 2, 3, ..., , is the number of age groups, =1, 2, 3, ..., , is the number of male young children, =1, 2, 3, ..., , The total number of days.

9. The method for tracking and managing children's health information in a nursery institution according to claim 1, characterized in that: The specific steps of obtaining the daily comprehensive health index of each male young child and each female young child of each age group in the childcare institution, conducting a comprehensive health judgment analysis, and taking corresponding measures based on the results of the comprehensive health judgment analysis are as follows: Determine whether the daily comprehensive health index of each male young child and each female young child of each age group in the childcare institution is within the preset comprehensive health threshold range; If the daily comprehensive health index of each male child and each female child of each age group in the childcare institution is within the preset comprehensive health threshold range, no measures will be taken; If the comprehensive health index of a male child or a female child of each age group in the childcare institution on a certain day is outside the preset comprehensive health threshold range, the corresponding child will be marked as having health abnormalities, and a comprehensive health abnormality alert will be sent to relevant staff. At the same time, comprehensive health abnormality information will be sent to the parents of the corresponding child based on the parent's contact information.

10. A child health information tracking and management system for a nursery institution, using the child health information tracking and management method for a nursery institution as claimed in any one of claims 1 to 9, characterized in that: include: Acquisition of a division module, a time period health index analysis module, a first health judgment module, a statistical analysis module, and a second health judgment module; An acquisition and division module is used to obtain the age information and gender information of each young child in the childcare institution, and divide them to obtain a number of male young children and a number of female young children in each age group in the childcare institution; The time period health index analysis module is used to continuously obtain the time period physical status data of each male young child and each female young child of each age group in the childcare institution in each time period, and conduct a comprehensive analysis to obtain the time period health index of each male young child and each female young child of each age group in the childcare institution in each time period; The first health judgment module is used to judge in real time whether the health index of each male child and each female child of each age group in each time period of the childcare institution is within the preset health threshold range of each time period, and take corresponding measures according to the judgment result; The statistical analysis module is used to conduct a comprehensive analysis of the health index of each male young child and each female young child of each age group in the childcare institution at the end of each day, obtain the initial health index of each male young child and each female young child of each age group in the childcare institution every day, and obtain the growth data, actual intake data, actual activity data, and actual interaction data of each male young child and each female young child of each age group in the childcare institution on the same day; The second health judgment module is used to conduct a comprehensive analysis of the daily growth data, actual intake data, actual activity data, actual interaction data, and initial health index of each male young child and each female young child of each age group in the childcare institution, to obtain the daily comprehensive health index of each male young child and each female young child of each age group in the childcare institution, to conduct a comprehensive health judgment analysis, and to take corresponding measures based on the results of the comprehensive health judgment analysis.

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