JP2020160897A - Care plan creation support device, care plan creation support method, program, and recording medium - Google Patents

Abstract

To provide a system for care plan creation according to intention of a service user.SOLUTION: A care plan creation support device of the present invention connects to a content database (DB) of preventive care content and a behavior database (DB) linking together content to a combination of a care service focused region, transition pattern from the present to the future, behavior related to the transition pattern, keyword, and priority of value item. The aforementioned device includes: a content selection part which selects and outputs the content at desired ranking from the content DB; a text analysis part which, upon inputting of text data including negative intension information of the user for the content, extracts an excluded keyword and priority value item; and a content evaluation part which excludes, from the non-outputted contents, the one which includes the exclusion keyword, performs weighing on the priority of the priority value item, selects the content again through the ranking based on the weighed priority, and outputs the aforementioned content.SELECTED DRAWING: Figure 1

Description

The present invention relates to a care plan creation support device, a care plan creation support method, a program, and a recording medium.

For service users such as elderly people who need long-term care and the previous stage (long-term care prevention stage), the care manager who is the service provider usually interviews and records the current state of the user. .. Then, from the record, grasp the degree of care required, the level of support required, the user's physical function, mental state, living environment, etc., select an appropriate care service, make a care plan, and present it to the service user. Has been done.

However, for example, there are human restrictions such as personnel standards on the service provider side, it takes time to fully grasp the status of service users only by interviews, and the current status and wishes of service users. Withdrawal of future status, etc. may depend on the skills and experience of the service provider, or the required service may not be fully understood. In such cases, the created care plan may not always be appropriate for the service user. In addition, a system that automatically creates a care plan based on living information has also been reported (Patent Document 1), but there is a similar problem.

JP-A-2002-366659

Therefore, the purpose is to provide a new system for creating a care plan that is more in line with the intention and purpose of the service user.

In order to achieve the above object, the care plan creation support device of the present invention
It has a connection unit with a database, an input unit, an output unit, a content selection unit, a text analysis unit, a content evaluation unit, and a content reselection unit.
The database is
Including content database and behavior database
The content database is
Including long-term care prevention content in care services
The behavior database is
The corresponding content is linked to the combination of the area of interest in the care service, the transition pattern from the current state to the future state, the behavior related to the transition pattern, the keyword, and the priority of the value item. Has been
The connection part
It is possible to connect to the content database and the behavior database,
The input unit is
Enter the service user information and
The output unit
Output the contents of the content database
The content selection unit
From the content database, select content according to any ranking,
The selected content is output by the output unit according to the ranking.
The text analysis unit
When text data including negative intention information of the service user with respect to the output content is input as the service user information by the input unit,
From the intention information, keywords to be excluded in content reselection and value items prioritized by the service user are extracted.
The content evaluation department
Among the selected contents, for the unoutput contents, the contents including the excluded keywords are excluded based on the behavior database.
Further, for the remaining content, the priority is weighted for the value item prioritized by the service user based on the behavior database, and the content is reselected by the ranking based on the weighted priority.
The content, which has been reselected according to the ranking, is output by the output unit.

The care plan creation support method of the present invention
It has a database connection process, input process, output process, content selection process, text analysis process, content evaluation process, and content reselection process.
The database is
Including content database and behavior database
The content database is
Including long-term care prevention content in care services
The behavior database is
The corresponding content is linked to the combination of the area of interest in the care service, the transition pattern from the current state to the future state, the behavior related to the transition pattern, the keyword, and the priority of the value item. Has been
The connection step is
It is possible to connect to the content database and the behavior database,
The input process is
Enter the service user information and
The output process is
Output the contents of the content database
The content selection step is
From the content database, select content according to any ranking,
The selected content is output by the output step according to the ranking.
The text analysis step is
When text data including negative intention information of the service user with respect to the output content is input as the service user information by the input process,
From the intention information, keywords to be excluded in content reselection and value items prioritized by the service user are extracted.
The content evaluation process is
Among the selected contents, for the unoutput contents, the contents including the excluded keywords are excluded based on the behavior database.
Further, for the remaining content, the priority is weighted for the value item prioritized by the service user based on the behavior database, and the content is reselected by the ranking based on the weighted priority.
It is characterized in that the reselected content is output by the output step according to the ranking.

The program of the present invention is characterized in that a computer executes the care plan creation support method of the present invention.

The recording medium of the present invention is a computer-readable recording medium on which the program of the present invention is recorded.

According to the present invention, by using the feedback information of the service user for the output long-term care preventive content, a more suitable long-term care preventive content can be reselected and presented to the service user. Therefore, for example, it is possible to finally determine the care preventive content that the service user feels satisfied with, and based on this, it becomes possible to provide a care plan that is more suitable for the service user.

FIG. 1 is a block diagram showing an example of the support device of the first embodiment. FIG. 2 is a block diagram showing an example of the hardware configuration of the support device of the first embodiment. FIG. 3 is a schematic view showing an example of the content of the first embodiment. FIG. 4 is a flowchart showing the procedure of the support method in the first embodiment.

The care plan creation support device (hereinafter referred to as a support device) and the care plan creation support method (hereinafter referred to as a support method) of the present invention are desired by the service user in creating a care plan for a service user who receives a care service. By selecting the content (also called a model) according to the above, a more suitable care plan is created. The service user is, for example, an elderly person such as a late-stage elderly person, a dementia patient, a sick person who needs nursing care, a person with a disability, or the like, and may be, for example, a person requiring long-term care or a stage before long-term care. It may be a care preventive person. In the present invention, the "user" is, for example, a provider of a care service that uses the support device 10.

An embodiment of the present invention will be described. The present invention is not limited to the following embodiments. In each of the following figures, the same parts are designated by the same reference numerals. Further, the explanations of the respective embodiments can be referred to each other's explanations unless otherwise specified. Further, the configurations of the respective embodiments can be combined unless otherwise specified.

[Embodiment 1]
FIG. 1 is a block diagram showing a configuration of an example of the support device 10 of the present embodiment. As shown in FIG. 1A, the support device 10 includes a connection unit 11, an input unit 14, an output unit 12, a content selection unit 13, a text analysis unit 15, a content evaluation unit 16, and a content reselection unit 17. .. The support device 10 is also referred to as, for example, a care plan creation support system. The support device 10 may be, for example, one device including the above-mentioned parts, or may be a device in which the above-mentioned parts can be connected via a communication network.

The communication line network is not particularly limited, and a known communication line network can be used, and it may be wired or wireless. Examples of the communication line network include an Internet line, a telephone line, a LAN (Local Area Network), WiFi (Wireless Fidelity), and the like. The processing of each part of the support device 10 may be performed on the cloud.

As shown in FIG. 1A, the support device 10 can be connected to the database (content database 31 and action database 32) by the connection unit 11. Therefore, the present invention may be, for example, a care plan creation support system characterized by including a support device 10 and databases 31 and 32. The connection between the support device 10 and the databases 31 and 32 is not particularly limited, and may be connected via the communication network 20, for example, as shown in FIG. 1 (B).

Further, since the information of the service user is input to the support device 10 as described later, for example, as shown in FIG. 2B, the support device 10 is connected to the support device 10 via the communication network 20. , Can be connected to an external device 40 such as a terminal. The external device 40 is not particularly limited, and examples thereof include smartphones, mobile phones, tablets, and personal computers (PCs).

Next, FIG. 2 illustrates a block diagram of the hardware configuration of the support device 10. The support device 10 includes, for example, a CPU (central processing unit) 101, a memory 102, a bus 103, an input device 104, a display 105, a communication device 106, and a storage device 107. Each part of the support device 10 is connected to each other by an interface (I / F) via a bus 103.

The CPU 101 is a processor that controls the entire support device 10, and is not limited to the CPU, and may be another processor. In the support device 10, for example, the program of the present invention and other programs are executed by the CPU 101, and various information is read and written.

The support device 10 can be connected to a communication network by, for example, a communication device 106 connected to the bus 103, and is also connected to external devices 40 such as databases 31, 32 and terminals via the communication network. it can. The connection method between the support device 10 and the databases 31, 32 or the external device 40 is not particularly limited, and may be, for example, a wired connection or a wireless connection. The wired connection may be, for example, a cord connection or a cable connection for using the communication network. The wireless connection may be, for example, a connection using a communication network or a connection using wireless communication. The communication line network is not particularly limited, and for example, a known communication line network can be used, which is the same as described above.

The memory 102 includes, for example, a main memory, and the main memory is also referred to as a main storage device. When the CPU 101 performs processing, for example, the memory 102 reads various operation programs 108 such as the program of the present invention stored in the auxiliary storage device described later, and the CPU 101 receives data from the memory 102. , Program 108 is executed. The main memory is, for example, a RAM (random access memory). The memory 102 further includes, for example, a ROM (read-only memory).

The storage device 107 is also referred to as a so-called auxiliary storage device with respect to the main memory (main storage device), for example. The storage device 107 includes, for example, a storage medium and a drive for reading and writing to the storage medium. The storage medium is not particularly limited, and may be an internal type or an external type, and examples thereof include HD (hard disk), CD-ROM, CD-R, CD-RW, MO, DVD, flash memory, and memory card. The drive is not particularly limited. The storage device 107 may be, for example, a hard disk drive (HDD) in which a storage medium and a drive are integrated. For example, as described above, the program 108 is stored in the storage device 107, and as described above, when the CPU 101 is executed, the memory 102 reads the operation program 108 from the storage device 107. Further, the storage device 107 may store, for example, information from the databases 31 and 32, information input to the support device 10, information obtained by the support device 10, and the like.

The input device 104 is, for example, a scanner, a touch panel, a keyboard, or the like. Examples of the display 105 include an LED display and a liquid crystal display.

The content database 31 includes content for long-term care prevention in care services. For the content, for example, existing content can be used, and for the content database 31, for example, an existing database can be used.

The behavior database 32 corresponds to the combination of the area of interest in the long-term care service, the transition pattern from the current state to the future state, the behavior related to the transition pattern, the keyword, and the priority of the value item. The content to be used is linked. From each content, for example, which area of the long-term care care service is focused on, what kind of transition pattern is assumed from the current situation to the future, and the transition pattern. It is possible to determine what kind of action is involved, what kind of keyword is included, and what kind of priority the multiple value items indicate. Therefore, by setting a combination of the region of interest, the mutation pattern, the behavior involved, and the priority of the value item, it is possible to classify which combination each content of the content database 31 corresponds to. In the action database 32, the corresponding content is associated with such a combination. Therefore, for example, it can be said that if a combination is selected, the corresponding content can be selected, and if the content is selected, the combination indicated by the content can be selected.

The area of interest is, for example, an area R that can be targeted in a care service, for example, R1 “health activity / social activity”, R2 “movement”, R3 “lifestyle”, R4 “mental aspect”, R5 “food” , R6 "Education for preventive care", R7 "Other" which does not correspond to any of them. R6 “Education for long-term care prevention” includes, for example, enlightenment and nudge.

The transition pattern is a transition pattern from the current state to the future state. For example, pattern A "improvement" in which the current state and the future are good or the future is improved from the present state, the present state is also in the future. Pattern B "maintaining the status quo" that is maintained, pattern C "deterioration" that is worse than the current status in the future, and the like can be mentioned. In the present embodiment, "good and improved" are classified as the same pattern A, but the present invention is not limited to this example.

The behavior involved in the transition pattern is an behavior that takes the transition pattern from the current state to the future state. The types of behaviors are, for example, C1 "behavior related to physical function", C2 "behavior related to cognitive function", C3 "behavior related to social participation", C4 "behavior related to both physical function + cognitive function", C5 "behavior related to physical function + Cognitive function + behavior related to all social participation "etc.

The keyword is, for example, an element included in the content, and examples thereof include health and gymnastics.

The value item is a value item in a care service, and can be set according to, for example, an organization (for example, a hospital, a company, etc.) that provides the service. In the case of a long-term care preventive care service, for example, the amount of service, the degree of independence, the movement, etc. according to the state of the service user (for example, the need for long-term care or the degree of need for long-term care) can be mentioned. Examples of the degree of independence include the degree of independence in daily life of dementia patients such as the elderly with dementia. Examples of the movement include activities of daily living (ADL) and means of activities of daily living (IADL).

Here, the relationship between the content and the combination will be described with reference to specific examples. Table 1 below shows examples of three contents (Example 1, Example 2, and Example 3), and also shows a combination of the target area, the transition pattern, and the involved behavior for each content. Further, FIG. 3 shows an output example of the content example 1 and the content example 3.

The content example 1 is displayed on the display unit of the terminal 40, for example, by the output unit 12 described later, as shown in FIG. 3A. In FIG. 3 (A), the graph on the left is the current information in Example 1, specifically, five areas of interest (R3 “lifestyle”, R5 “food”, R1 “health / social activities”, The current weight of R4 "mental aspect" and R2 "movement") is shown, and the figure on the right shows the area of interest R3 ", which was currently low in weight in the future by improving with C1" behavior related to physical function ". It has been shown that "lifestyle" is activated.

The content example 3 is displayed on the display unit of the terminal 40, for example, by the output unit 12 described later, as shown in FIG. 3B. In FIG. 3 (B), the graph on the left shows the current R3 “lifestyle” due to the decrease in the amount of activities of daily living from the current state to the future in Example 3, that is, the decrease in C1 “behavior related to physical function”. It has been shown that it further declines and becomes bedridden one year later.

The connection unit 11 can connect to the content database 31 and the action database 32, and the connection format is not particularly limited as described above.

The input unit 14 inputs the service user information. The information input by the input unit 14 is not limited to, for example, the information of the service user. The output unit 12 outputs the contents of the content database 31 to, for example, a terminal 40 or the like.

The content selection unit 13 selects content from the content database 31 according to an arbitrary ranking, and causes the output unit 12 to output the selected content according to the ranking. The ranking method is not particularly limited. For example, a service provider conducting an interview with the service user performs ranking, inputs the ranking result by the input unit 14, and ranks the ranking. May be. Further, the support device 10 can be ranked based on the questionnaire information or the like given to the service user in advance. This embodiment is shown in other embodiments.

When the selected content is output by the output unit 12, the provider presents the output content to the service user and interviews the service user about the content. .. Then, based on the information of this interview, text data including the negative intention information of the service user with respect to the output content is input to the terminal 40 as the service user information. The intention information is, for example, information when the service user is not satisfied with the output content, and when the service user is satisfied with the output content, the intention information. Does not have to be entered. The input text data of the service user information is transmitted from the terminal 40 to the support device 10 via the communication network 20, and is input to the support device 10 by the input unit 14. Then, the text analysis unit 15 extracts the keyword to be excluded in the reselection of the content and the value item prioritized by the service user from the intention information.

In addition to the negative intention information, the text data may include, for example, the satisfaction level of the service user with respect to the output content as the service user information. Then, the text analysis unit 15 evaluates whether or not the satisfaction level satisfies the satisfaction evaluation criteria, and if not, the keyword to be excluded from the intention information in the reselection of the content and the service user You may extract priority value items.

The evaluation criteria for satisfaction are not particularly limited and can be set arbitrarily. The satisfaction level can be expressed as a numerical value, for example, and an arbitrary threshold value can be set for the numerical value of the satisfaction level, and if the value exceeds the threshold value, it is evaluated as satisfied, and if it is less than the threshold value, it can be evaluated as dissatisfaction. As a specific example, as the numerical value of satisfaction, for example, "1: dissatisfied", "2: not very satisfied", "3: satisfied", "4: moderately satisfied", "5: quite satisfied" are given. The threshold value is set to "2", and if it is "1 or 2", it can be evaluated as dissatisfied, and if it is "3, 4, 5", it can be evaluated as satisfied. Whether or not the service is satisfied may be determined by, for example, a user such as a care manager from an interview with the service user, and when it is determined that the user is not satisfied, as described above, the service user Negative intention information may be input, the satisfaction level may be input, and the text analysis unit 15 of the support device 10 may evaluate whether or not the satisfaction is satisfied. Hereinafter, a mode in which the support device 10 evaluates whether or not the user is satisfied will be described as an example.

If the output content is unsatisfactory for the service user, similar content may be similarly unsatisfied even if it is output by reselection. Therefore, for the reason of dissatisfaction included in the intention information of the service user, the text analysis unit 15 performs an analysis for extracting the keyword.

Further, for example, even if the ranking is lower than other contents, the priority setting of the value item of the content may match the value item prioritized by the service user. In this case, it is desirable that the lower content is actually higher. For example, by weighting the priority of the value item of the content and ranking by the weighting priority, it is possible to pick up the content that matches the value item prioritized by the service user. Therefore, the value item prioritized by the service provider is extracted from the priority information included in the intention information of the service user.

When the satisfaction level does not meet the satisfaction evaluation criteria, the content evaluation unit 16 first refers to the unoutput content among the selected contents, based on the behavior database 32, and includes the content to be excluded. Exclude. As described above, since the content and the keyword are associated with the behavior database 32, the content including the keyword can be extracted and excluded from the reselection target.

Then, the content evaluation unit 16 further weights the priority of the value item of the priority service user based on the behavior database 32 for the remaining content, and re-weights the content by ranking based on the weighted priority. select. As described above, in the action database 32, each priority for a plurality of value items is associated with the content. Therefore, regarding the priority of the value item of the content, if the priority is weighted for the value item prioritized by the service user, the priority is not the priority associated with the content, but the service user. It is possible to rank based on the priority (weighting priority) for.

Then, the content reselection unit 17 reselects the content according to the ranking based on the weighting priority, and the output unit 12 outputs this to the service user.

Next, the support method of the present embodiment will be described with reference to the flowchart of FIG. The support method of the present embodiment can be implemented using, for example, a system including the care plan creation support system of FIG. 1 (B) including the support device 10 of FIG. 1 (A). The support method of the present embodiment is not limited to the use of the support device 10.

The support method of the present embodiment includes a connection process with a database, an input process, an output process, a content selection process, a text analysis process, a content evaluation process, and a content reselection process. The database is as described above.

The connection step is a step of connecting to the content database 31 and the action database 32, and can be executed by, for example, the connection unit 11 of the support device 10.

The input process is a process of inputting information of the service user, and can be executed by, for example, the input unit 14 of the support device 10.

The output step is a step of outputting the contents of the content database 31, and can be executed by, for example, the output unit 12 of the support device 10.

The content selection step is a step of selecting content from the content database 31 according to an arbitrary ranking, and outputting the selected content according to the ranking by the output step. This step can be executed, for example, by the content selection unit 13 of the support device 10.

In the text analysis step, when text data including the satisfaction level and intention information of the service user with respect to the output content is input as service user information by the input step, the satisfaction level is evaluated as satisfaction. It is a process of evaluating whether or not the criteria are satisfied, and if the criteria for satisfaction are not met, extracting keywords to be excluded in the reselection of contents and value items prioritized by the service user from the intention information. .. This step can be executed, for example, by the text analysis unit 15 of the support device 10.

When the satisfaction level does not meet the satisfaction evaluation criteria, the content evaluation step excludes the unoutput content from the selected content including the content including the keyword to be excluded based on the behavior database 32. Then, for the remaining content, the priority is weighted for the value item of the priority service user based on the behavior database 32, and the content is reselected according to the ranking based on the weighted priority, and the content is selected in the ranking. Along the way, this is a step of outputting the reselected content by the output step. This step can be executed, for example, by the content reselection unit 17 of the support device 10.

A specific example of the support method of the present embodiment will be described with reference to the flowchart of FIG.

First, the connection to the content database 31 (S101) and the connection to the behavior database 32 (S102) are performed. Then, the content is selected from the content database 31 according to an arbitrary ranking (S103). Table 2 below shows the areas of interest, transition patterns, involved behaviors, and priorities of the value items of the contents ranked 1st to 3rd in the ranking. In Table 2 below, the priority is shown by setting a higher numerical value as a relative value and a smaller numerical value as the priority is lower.

The selected first-ranked content is output according to the ranking (S104). The output content is output to the terminal 40, presented to the service user, and text data of the satisfaction of the service user with respect to the output content is input via the terminal 40 (S105). In case of dissatisfaction, enter text data of intention information including reasons for dissatisfaction and priorities.

It is determined whether the satisfaction level satisfies the satisfaction evaluation criteria (S106), and if the satisfaction level is satisfied (YES), the content selection is completed (END), assuming that the output content is suitable for the service user. ), The provider creates a care plan with reference to the content for the service user.

On the other hand, when the satisfaction level does not satisfy the satisfaction evaluation criteria (NO), a keyword to be excluded when reselecting the content is extracted because of the dissatisfaction in the intention information (S107). The keyword extracted based on the reason for dissatisfaction with the first-ranked content in Table 2 is, for example, "exercise, gymnastics".

Subsequently, the value item that the service user prioritizes is extracted from the priority in the intention information (S108).

Next, among the selected contents, the contents including the keywords to be excluded are excluded from the unoutput contents based on the action database (S109). Further, for the remaining contents, the priority is weighted for the value items prioritized by the service user based on the behavior database (S110), and the contents are reselected by the ranking based on the weighted priority (S111). .. For example, as shown in Table 2 above, each content has an original priority for each value item. If reselection is performed using only information other than the value items, the content for which the value items important to the service user are set with high priority may be leaked. However, by weighting the value items that are important to the service user in this way, it is possible to reselect the content having the value items having a high weighting priority. In this way, the reselected first-ranked content is output according to the ranking (S104). Then, the steps (S104) to (S111) are repeated until the satisfaction level satisfies the evaluation criteria (S106, YES).

[Embodiment 2]
As described above, the arbitrary selection step (S103) in the first embodiment can be ranked based on the questionnaire information or the like previously performed for the service user. In this embodiment, an example of the above step (S103) will be described.

The first selection of the content in the step (S103) is, for example, the interest information (X) of the service user, the past information (Y) of the other service user, and the intention information (Z) of the service user by hearing. Etc. can be used. The interest information (X) is, for example, a response to a questionnaire that leads to extraction of a target area that the service user attaches great importance to. The past information (Y) is past information of a care service received by another service user. The intention information (Z) is, for example, the intention information of the service user extracted from the interview with the service user by the provider. In this case, the database further includes a third database, and the past information (Y) of the other service user may be stored in the third database. Then, the input unit 14 inputs the interest information (X) and the intention information (Z) as text data as the information of the service user, and is similar to the past information (Y) of the other service user. You can rank the cases you want to do and select their content by ranking. This can be used as the first ranking, and for example, the first-ranked content can be output.

[Embodiment 3]
This embodiment exemplifies a mathematical formula relating to content selection. In the first selection of the step (S103) in the flowchart of FIG. 4, as described above, the service user's intention information (Z) by hearing can be used as the search information. Further, in the second and subsequent reselections of the step (S111), for example, the questionnaire for the output content can be analyzed, and the keywords to be excluded and the priority of the value item can be used as search information.

[Embodiment 4]
The program of the present embodiment is a program capable of executing the support method of the present invention on a computer. Alternatively, the program of this embodiment may be recorded on, for example, a computer-readable recording medium. The recording medium is not particularly limited, and examples thereof include the storage medium described above.

Although the present invention has been described above with reference to the embodiments, the present invention is not limited to the above embodiments. Various changes that can be understood by those skilled in the art can be made within the scope of the present invention in terms of the structure and details of the present invention.

<Additional notes>
Some or all of the above embodiments and examples may be described as, but not limited to, the following appendices.
(Appendix 1)
It has a connection unit with a database, an input unit, an output unit, a content selection unit, a text analysis unit, a content evaluation unit, and a content reselection unit.
The database is
Including content database and behavior database
The content database is
Including long-term care prevention content in care services
The behavior database is
The corresponding content is linked to the combination of the area of interest in the care service, the transition pattern from the current state to the future state, the behavior related to the transition pattern, the keyword, and the priority of the value item. Has been
The connection part
It is possible to connect to the content database and the behavior database,
The input unit is
Enter the service user information and
The output unit
Output the contents of the content database
The content selection unit
From the content database, select content according to any ranking,
The selected content is output by the output unit according to the ranking.
The text analysis unit
When text data including negative intention information of the service user with respect to the output content is input as the service user information by the input unit,
From the intention information, keywords to be excluded in content reselection and value items prioritized by the service user are extracted.
The content evaluation department
Among the selected contents, for the unoutput contents, the contents including the excluded keywords are excluded based on the behavior database.
Further, for the remaining content, the priority is weighted for the value item prioritized by the service user based on the behavior database, and the content is reselected by the ranking based on the weighted priority.
A care plan creation support device characterized in that the reselected content is output by the output unit according to the ranking.
(Appendix 2)
The care plan creation support device according to Appendix 1, wherein the area of interest is at least one selected from the group consisting of health activities, social activities, mobility, lifestyle, mental aspects, food, and education for long-term care prevention.
(Appendix 3)
The care plan creation support device according to Appendix 1 or 2, wherein the transition pattern includes good, improvement, status quo, and deterioration.
(Appendix 4)
The care plan creation support device according to any one of Appendix 1 to 3, wherein the behavior involved in the transition pattern includes an action related to physical function, an action related to cognitive function, and an action related to social participation.
(Appendix 5)
The care plan creation support device according to any one of Appendix 1 to 4, wherein the value item includes a service amount according to the state of the service user and an index of the degree of independence in daily life.
(Appendix 6)
The care plan generation support device according to Appendix 5, wherein the indicators of activities of daily living are activities of daily living (ADL) and activities of daily living (IADL) of a dementia patient.
(Appendix 7)
It has a database connection process, input process, output process, content selection process, text analysis process, content evaluation process, and content reselection process.
The database is
Including content database and behavior database
The content database is
Including long-term care prevention content in care services
The behavior database is
The corresponding content is linked to the combination of the area of interest in the care service, the transition pattern from the current state to the future state, the behavior related to the transition pattern, the keyword, and the priority of the value item. Has been
The connection step is
It is possible to connect to the content database and the behavior database,
The input process is
Enter the service user information and
The output process is
Output the contents of the content database
The content selection step is
From the content database, select content according to any ranking,
The selected content is output by the output step according to the ranking.
The text analysis step is
When text data including negative intention information of the service user with respect to the output content is input as the service user information by the input process,
From the intention information, keywords to be excluded in content reselection and value items prioritized by the service user are extracted.
The content evaluation process is
Among the selected contents, for the unoutput contents, the contents including the excluded keywords are excluded based on the behavior database.
Further, for the remaining content, the priority is weighted for the value item prioritized by the service user based on the behavior database, and the content is reselected by the ranking based on the weighted priority.
A care plan creation support method characterized in that the reselected content is output by the output process according to the ranking.
(Appendix 8)
The care plan creation support method according to Appendix 7, wherein the area of interest is at least one selected from the group consisting of health activities, social activities, mobility, lifestyle, mental aspects, food, and long-term care prevention education.
(Appendix 9)
The care plan creation support method according to Appendix 7 or 8, wherein the transition pattern includes good, improvement, status quo, and deterioration.
(Appendix 10)
The care plan creation support method according to any one of Appendix 7 to 9, wherein the behavior involved in the transition pattern includes an action related to physical function, an action related to cognitive function, and an action related to social participation.
(Appendix 11)
The care plan creation support method according to any one of Appendix 7 to 10, wherein the value item includes a service amount according to the state of the service user and an index of the degree of independence in daily life.
(Appendix 12)
The care plan generation support method according to Appendix 11, wherein the indicators of activities of daily living are activities of daily living (ADL) and activities of daily living (IADL).
(Appendix 13)
A program characterized in that a computer executes the care plan creation support method described in any one of Appendix 7 to 12.
(Appendix 14)
A computer-readable recording medium on which the program described in Appendix 13 is recorded.

According to the present invention, by using the feedback information of the service user for the output long-term care preventive content, a more suitable long-term care preventive content can be reselected and presented to the service user. Therefore, for example, it is possible to finally determine the care preventive content that the service user feels satisfied with, and based on this, it becomes possible to provide a care plan that is more suitable for the service user.

10 Support device 11 Connection unit 12 Output unit 13 Content selection unit 14 Input unit 15 Text analysis unit 16 Content evaluation unit 17 Content reselection unit

Claims (10)

It has a connection unit with a database, an input unit, an output unit, a content selection unit, a text analysis unit, a content evaluation unit, and a content reselection unit.
The database is
Including content database and behavior database
The content database is
Including long-term care prevention content in care services
The behavior database is
The corresponding content is linked to the combination of the area of interest in the care service, the transition pattern from the current state to the future state, the behavior related to the transition pattern, the keyword, and the priority of the value item. Has been
The connection part
It is possible to connect to the content database and the behavior database,
The input unit is
Enter the service user information and
The output unit
Output the contents of the content database
The content selection unit
From the content database, select content according to any ranking,
The selected content is output by the output unit according to the ranking.
The text analysis unit
When text data including negative intention information of the service user with respect to the output content is input as the service user information by the input unit,
From the intention information, keywords to be excluded in content reselection and value items prioritized by the service user are extracted.
The content evaluation department
Among the selected contents, for the unoutput contents, the contents including the excluded keywords are excluded based on the behavior database.
Further, for the remaining content, the priority is weighted for the value item prioritized by the service user based on the behavior database, and the content is reselected by the ranking based on the weighted priority.
A care plan creation support device characterized in that the reselected content is output by the output unit according to the ranking. The care plan creation support device according to claim 1, wherein the area of interest is at least one selected from the group consisting of education for health activities, social activities, mobility, lifestyle, mental aspects, food, and long-term care prevention. .. The care plan creation support device according to claim 1 or 2, wherein the transition pattern includes good, improvement, status quo, and deterioration. The care plan creation support device according to any one of claims 1 to 3, wherein the behavior involved in the transition pattern includes an action related to physical function, an action related to cognitive function, and an action related to social participation. The care plan creation support device according to any one of claims 1 to 4, wherein the value item includes a service amount according to the state of the service user and an index of the degree of independence in daily life. The care plan generation support device according to claim 5, wherein the indicators of activities of daily living are activities of daily living (ADL) and activities of daily living (IADL) of a dementia patient. It has a database connection process, input process, output process, content selection process, text analysis process, content evaluation process, and content reselection process.
The database is
Including content database and behavior database
The content database is
Including long-term care prevention content in care services
The behavior database is
The corresponding content is linked to the combination of the area of interest in the care service, the transition pattern from the current state to the future state, the behavior related to the transition pattern, the keyword, and the priority of the value item. Has been
The connection step is
It is possible to connect to the content database and the behavior database,
The input process is
Enter the service user information and
The output process is
Output the contents of the content database
The content selection step is
From the content database, select content according to any ranking,
The selected content is output by the output step according to the ranking.
The text analysis step is
When text data including negative intention information of the service user with respect to the output content is input as the service user information by the input process,
From the intention information, keywords to be excluded in content reselection and value items prioritized by the service user are extracted.
The content evaluation process is
Among the selected contents, for the unoutput contents, the contents including the excluded keywords are excluded based on the behavior database.
Further, for the remaining content, the priority is weighted for the value item prioritized by the service user based on the behavior database, and the content is reselected by the ranking based on the weighted priority.
A care plan creation support method characterized in that the reselected content is output by the output process according to the ranking. The care plan creation support method according to claim 7, wherein the area of interest is at least one selected from the group consisting of education for health activities, social activities, mobility, lifestyle, mental aspects, food, and long-term care prevention. .. A program comprising causing a computer to execute the care plan creation support method according to claim 7 or 8. A computer-readable recording medium on which the program according to claim 9 is recorded.

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