JP7272635B2 - Care plan creation support device, care plan creation support method, program, and recording medium - Google Patents

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 the elderly who require nursing care and those in the previous stage (care prevention stage), the care manager who is the service provider usually interviews and records the user's current condition. . Then, from the records, the degree of care required, the level of support required, the user's physical function, mental state, living environment, etc. are grasped, appropriate care services are selected, a care plan is created, and presented to the service user. It is

However, for example, there are human restrictions such as personnel standards on the service provider side, it takes time to fully understand the service user's condition only by interviews, and the current condition and wishes of the service user There are cases where the extraction of the future state, etc. to be performed depends on the skill and experience of the service provider, and the necessary services are not fully understood. In such cases, the created care plan may not necessarily be appropriate for the service user. A system that automatically creates a care plan based on lifestyle information has also been reported (Patent Document 1), but it has the same 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 includes:
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 a content database and a behavior database;
The content database is
Including care prevention content in care services,
The behavior database includes:
The corresponding content is linked to a combination of an area of interest in a care service, a transition pattern from a current state to a future state, an action involved in the transition pattern, a keyword, and a priority of a value item. and
The connecting part is
connectable to the content database and the behavior database;
The input unit
Enter the information of the service user,
The output unit
outputting the content of the content database;
The content selection unit
Selecting content according to arbitrary ranking from the content database,
causing the output unit to output the selected content 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,
Extracting keywords to be excluded in reselection of content and value items prioritized by the service user from the intention information,
The content evaluation unit
Excluding content containing the excluded keyword based on the behavior database from among the selected content that has not yet been output;
Further, for the remaining content, weighting the priority of the value items prioritized by the service user based on the behavior database, reselecting the content by ranking based on the weighted priority,
According to the ranking, the content reselected is output by the output unit.

The care plan creation support method of the present invention comprises:
A connection step with a database, an input step, an output step, a content selection step, a text analysis step, a content evaluation step, and a content reselection step,
The database is
including a content database and a behavior database;
The content database is
Including care prevention content in care services,
The behavior database includes:
The corresponding content is linked to a combination of an area of interest in a care service, a transition pattern from a current state to a future state, an action involved in the transition pattern, a keyword, and a priority of a value item. and
The connecting step includes
connectable to the content database and the behavior database;
The input step includes:
Enter the information of the service user,
The output step includes
outputting the content of the content database;
The content selection step includes:
Selecting content according to arbitrary ranking from the content database,
outputting the selected content by the output step in accordance with the ranking;
The text analysis step includes
When text data including negative intention information of the service user with respect to the output content is input as the service user information in the input step,
Extracting keywords to be excluded in reselection of content and value items prioritized by the service user from the intention information,
The content evaluation step includes:
Excluding content containing the excluded keyword based on the behavior database from among the selected content that has not yet been output;
Further, for the remaining content, weighting the priority of the value items prioritized by the service user based on the behavior database, reselecting the content by ranking based on the weighted priority,
According to the ranking, the content reselected is output by the output step.

A program of the present invention causes a computer to execute the care plan preparation support method of the present invention.

A recording medium of the present invention is a computer-readable recording medium recording the program of the present invention.

ADVANTAGE OF THE INVENTION According to this invention, by using a service user's feedback information with respect to the output content of care prevention, a more suitable care prevention content can be reselected and can be shown to a service user. For this reason, for example, it is possible to determine preventive care content that finally satisfies the service user, and based on this, it is possible to provide a more suitable care plan for the service user.

FIG. 1 is a block diagram showing an example of a support device according to Embodiment 1. FIG. FIG. 2 is a block diagram illustrating an example of the hardware configuration of the support device according to the first embodiment; FIG. 3 is a schematic diagram showing an example of content according to the first embodiment. FIG. 4 is a flow chart showing the procedure of the support method in the first embodiment.

A care plan creation support device (hereinafter referred to as support device) and a care plan creation support method (hereinafter referred to as support method) of the present invention provide a care plan creation for a service user who receives a care service. A more suitable care plan is created by selecting contents (also called a model) in line with the model. The service user is, for example, an elderly person such as the latter-stage elderly, a patient with dementia, a patient who needs nursing care, a disabled person, etc., and may be, for example, a person requiring nursing care or a pre-stage of nursing care. It may be a preventive caregiver. In the present invention, a “user” is, for example, a care service provider who uses the support device 10 .

An embodiment of the present invention will be described. In addition, this invention is not limited to the following embodiment. In addition, in the following figures, the same reference numerals are given to the same parts. Also, the descriptions of the respective embodiments can be referred to each other's description unless otherwise specified. Furthermore, the configuration of each embodiment can be combined unless otherwise specified.

[Embodiment 1]
FIG. 1 is a block diagram showing an example configuration of a support device 10 of this embodiment. As shown in FIG. 1A, the support device 10 has 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 called, for example, a care plan creation support system. The support device 10 may be, for example, a single device including each of the above units, or may be a device in which each of the above units can be connected via a communication network.

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

The support device 10 can be connected to databases (a content database 31 and an action database 32) through a connection unit 11, as shown in FIG. 1(A). Therefore, the present invention may be, for example, a care plan creation support system that includes 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 a communication network 20, for example, as shown in FIG. 1(B).

In addition, since the information of the service user is input to the support device 10 as will be described later, for example, as shown in FIG. , and an external device 40 such as a terminal. The external device 40 is not particularly limited, and examples thereof include smart phones, mobile phones, tablets, and personal computers (PCs).

Next, FIG. 2 illustrates a block diagram of the hardware configuration of the support device 10. As shown in FIG. 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 via a bus 103 by each interface (I/F).

The CPU 101 is a processor responsible for overall control of the support device 10, and is not limited to a CPU, and may be another processor. In the support device 10, the CPU 101 executes, for example, the program of the present invention and other programs, and reads and writes various types of information.

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

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

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

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

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

The region of interest is, for example, a region R that can be targeted in care services, for example, R1 “health activity/social activity”, R2 “movement”, R3 “lifestyle”, R4 “mental aspect”, R5 “diet” , R6 “preventive care education,” and R7 “others,” which does not fall under any of the above categories. R6 "Care prevention education" includes, for example, enlightenment and nudging.

The transition pattern is a transition pattern from the current state to the future state. Examples include pattern B "maintaining the current situation" and pattern C "deteriorating" in which the future is worse than the current situation. In this embodiment, "good and improved" are classified as the same pattern A, but the invention is not limited to this example.

A behavior involving the transition pattern is a behavior leading to a transition pattern from the current state to the future state. The types of behavior 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 “physical function + Cognitive function + behavior related to social participation”.

The keyword is, for example, an element included in the content, and can be exemplified by health, gymnastics, and the like.

The value item is a value item in care service, and can be set according to, for example, an organization (for example, a hospital, a company, etc.) that provides services. In the case of a care service for preventive care, 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 care or the degree of need for care) can be mentioned. The degree of independence includes, for example, the degree of independence in daily life of dementia patients such as elderly people with dementia. The activities include, for example, activities of daily living (ADL) and instrumental activities of daily living (IADL).

Here, a specific example will be given to explain the relationship between the content and the combination. Table 1 below shows three content examples (Example 1, Example 2, and Example 3), together with the combination of the target area, the transition pattern, and the involved action for each content. FIG. 3 shows output examples of the content example 1 and the content example 3. In FIG.

The content example 1 is displayed on the display unit of the terminal 40 as shown in FIG. 3A by the output unit 12, which will be described later, for example. In FIG. 3A, the graph on the left is the current information in Example 1. Specifically, five areas of interest (R3 "lifestyle", R5 "diet", R1 "health and social activities", R4 "mental aspect", R2 "movement"), and the figure on the right shows the focus area R3 " It has been shown that "lifestyle" is activated.

The content example 3 is displayed on the display unit of the terminal 40 as shown in FIG. 3B by the output unit 12, which will be described later, for example. In FIG. 3(B), the graph on the left shows that the current R3 "lifestyle" is It has been shown that it will further decrease and become bedridden after one year.

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

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

The content selection unit 13 selects content according to arbitrary ranking from the content database 31, and causes the output unit 12 to output the selected content according to the ranking. The ranking method is not particularly limited. For example, the service provider who is interviewing the service user ranks the service user, inputs the ranking result through the input unit 14, and ranks it. may be Also, ranking can be performed in the support device 10 based on questionnaire information or the like conducted in advance for the service user. This form is shown in another embodiment.

When the output unit 12 outputs the selected content, the provider presents the output content to the service user and interviews the service user about the content. . Then, based on this interview information, text data including negative intention information of the service user with respect to the output content is input to the terminal 40 as 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 input to the support device 10 by the input unit 14 . Then, the text analysis unit 15 extracts keywords to be excluded in content reselection and value items prioritized by the service user from the intention information.

In addition to the negative intention information, the text data may include, for example, the service user's degree of satisfaction with the output content as the service user information. Then, the text analysis unit 15 evaluates whether or not the degree of satisfaction satisfies the satisfaction evaluation criteria, and if not satisfied, the text analysis unit 15 extracts from the intention information, keywords to be excluded in reselection of contents, and the service user Prioritized value items may be extracted.

The satisfaction evaluation criteria are not particularly limited and can be arbitrarily set. The degree of satisfaction can be represented by, for example, a numerical value, and an arbitrary threshold is set for the numerical value of the degree of satisfaction. When the threshold is exceeded, it is evaluated as satisfactory, and when it is equal to or less than the threshold, it is evaluated as unsatisfactory. As a specific example, the numerical value of the degree of satisfaction includes, for example, "1: dissatisfied", "2: not very satisfied", "3: satisfied", "4: somewhat satisfied", and "5: quite satisfied". and the threshold can be set to '2', with '1 or 2' being rated unsatisfactory and '3, 4, 5' being rated satisfactory. Whether or not the user is satisfied may be determined, for example, by a user such as a care manager from an interview with the service user. Negative intention information may be input, or the degree of satisfaction may be input and the text analysis unit 15 of the support device 10 may evaluate whether or not the user is satisfied. In the following, an example in which the support device 10 evaluates whether or not the user is satisfied will be described.

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

Also, for example, even if the content is ranked lower than other content, the setting of the priority 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 should actually be higher. For example, by weighting the priority of content value items and ranking them according to the weighted priority, it is possible to pick up content that matches the value items prioritized by the service user. Therefore, the value items prioritized by the service provider are extracted from the priority information included in the intention information of the service user.

When the degree of satisfaction does not satisfy the evaluation criteria for satisfaction, the content evaluation unit 16 first determines, based on the behavior database 32, the content including the keyword to be excluded from the selected content that has not yet been output. to exclude. As described above, content and keywords are associated with the action database 32, so content containing the keyword can be extracted and excluded from re-selection targets.

Then, the content evaluation unit 16 further weights the priority of the value items of the service user with priority for the remaining content based on the behavior database 32, and re-ranks the content according to the ranking based on the weighted priority. select. As described above, in the behavior database 32, each priority for a plurality of value items is associated with the content. For this reason, regarding the priority of the value items of the content, if the priority is weighted with respect to the value items prioritized by the service user, the service user does not have the priority associated with the content. can be ranked based on their priority (weighted priority).

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

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

The support method of this embodiment has a database connection process, 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 with the content database 31 and the action database 32, and can be executed by the connection unit 11 of the support device 10, for example.

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

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

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

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

In the content evaluation step, when the degree of satisfaction does not satisfy the evaluation criteria of satisfaction, content including the keyword to be excluded is excluded based on the action database 32 for content that has not yet been output among the selected content. Further, for the remaining contents, based on the behavior database 32, the priority is weighted for the value item of the service user with priority, and the contents are reselected according to the ranking based on the weighted priority. It is a step of outputting the reselected content by the output step. This step can be executed by the content reselection unit 17 of the support device 10, for example.

A specific example of the support method of this embodiment will be described based on the flowchart of FIG.

First, connection to the content database 31 (S101) and connection to the action database 32 are performed (S102). Then, the content is selected from the content database 31 according to arbitrary ranking (S103). Table 2 below shows the areas of interest, the transition patterns, the actions involved, and the priority of the value items of the contents ranked first to third in the ranking. In Table 2 below, the priority is shown as a relative value by setting a larger numerical value for a higher priority and a smaller numerical value for a lower priority.

According to the ranking, the content ranked first is output (S104). The output content is output to the terminal 40, presented to the service user, and text data of the service user's degree of satisfaction with the output content is input via the terminal 40 (S105). In the case of dissatisfaction, text data of intention information including reasons for dissatisfaction and priorities are also entered.

It is determined whether or not the satisfaction level satisfies the satisfaction evaluation criteria (S106). If the satisfaction criteria are met (YES), the output content is determined to be content suitable for the service user, and content selection ends (END ), the provider creates a care plan for the service user with reference to the content.

On the other hand, if the degree of satisfaction does not satisfy the evaluation criteria of satisfaction (NO), keywords to be excluded in reselecting content are extracted from the reason of dissatisfaction in the intention information (S107). Keywords extracted based on the reason for dissatisfaction with the first-ranked content in Table 2 are, for example, "exercise, gymnastics".

Subsequently, the value items prioritized by the service user are extracted from the priority items in the intention information (S108).

Next, content including the keyword to be excluded is excluded based on the behavior database from among the selected content that has not yet been output (S109). Further, for the remaining contents, the priority of the value items prioritized by the service user is weighted based on the behavior database (S110), and the contents are reselected by ranking based on the weighted priority (S111). . For example, as shown in Table 2 above, each content has an inherent priority for each value item. If re-selection is performed using only information other than the value items, there is a possibility that contents with high priority set for value items that are important to the service user will be omitted. However, by weighting the value items that are important to the service user in this way, it is possible to reselect content having value items with high weighting priority. In this way, the reselected first content is output according to the ranking (S104). Then, the steps (S104) to (S111) are repeated until the degree of satisfaction satisfies the evaluation criteria (S106, YES).

[Embodiment 2]
In the optional selection step (S103) in the first embodiment, as described above, ranking can be performed based on questionnaire information or the like previously conducted to the service users. In this embodiment, an example of the step (S103) will be described.

The first selection of the content in the step (S103) is, for example, the service user's interest information (X), other service user's past information (Y), service user's intention information (Z) by hearing etc. can be used. The interest information (X) is, for example, an answer to a questionnaire leading to the extraction of the target area that the service user attaches importance to. The past information (Y) is past information of care services received by other service users. The intention information (Z) is, for example, the service user's intention information extracted by the provider from interviews with the service user. In this case, the database may further include a third database, and 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 intention information (Z) as text data as the information of the service user, and similarity information is obtained from the past information (Y) of the other service user. It is possible to rank the cases that do, and select their contents by ranking. This is used as the first ranking, and for example, the content ranked first can be output.

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

[Embodiment 4]
A 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 a computer-readable recording medium, for example. The recording medium is not particularly limited, and includes, for example, the above-described storage medium.

Although the present invention has been described 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 to the configuration and details of the present invention within the scope of the present invention.

<Appendix>
Some or all of the above-described embodiments and examples can be described as in the following appendices, but are not limited to the following.
(Appendix 1)
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 a content database and a behavior database;
The content database is
Including care prevention content in care services,
The behavior database includes:
The corresponding content is linked to a combination of an area of interest in a care service, a transition pattern from a current state to a future state, an action involved in the transition pattern, a keyword, and a priority of a value item. and
The connecting part is
connectable to the content database and the behavior database;
The input unit
Enter the information of the service user,
The output unit
outputting the content of the content database;
The content selection unit
Selecting content according to arbitrary ranking from the content database,
causing the output unit to output the selected content 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,
Extracting keywords to be excluded in reselection of content and value items prioritized by the service user from the intention information,
The content evaluation unit
Excluding content containing the excluded keyword based on the behavior database from among the selected content that has not yet been output;
Further, for the remaining content, weighting the priority of the value items prioritized by the service user based on the behavior database, reselecting the content by ranking based on the weighted priority,
A care plan preparation support device, wherein the content reselected according to the ranking is output by the output unit.
(Appendix 2)
The care plan creation support device according to appendix 1, wherein the focus area is at least one selected from the group consisting of health activities, social activities, movement, lifestyle, mental aspects, diet, and care prevention education.
(Appendix 3)
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)
4. The care plan creation support device according to any one of appendices 1 to 3, wherein the behavior related to the transition pattern includes behavior related to physical function, behavior related to cognitive function, and behavior related to social participation.
(Appendix 5)
5. The care plan creation support device according to any one of appendices 1 to 4, wherein the value items include a service amount according to the condition of the service user and an indicator of the degree of independence in daily life.
(Appendix 6)
6. The care plan generation support device according to appendix 5, wherein the indicator of the degree of independence in daily life is the degree of independence in daily life, activities of daily living (ADL), and instrumental activities of daily living (IADL) of the dementia patient.
(Appendix 7)
A connection step with a database, an input step, an output step, a content selection step, a text analysis step, a content evaluation step, and a content reselection step,
The database is
including a content database and a behavior database;
The content database is
Including care prevention content in care services,
The behavior database includes:
The corresponding content is linked to a combination of an area of interest in a care service, a transition pattern from a current state to a future state, an action involved in the transition pattern, a keyword, and a priority of a value item. and
The connecting step includes
connectable to the content database and the behavior database;
The input step includes:
Enter the information of the service user,
The output step includes
outputting the content of the content database;
The content selection step includes:
Selecting content according to arbitrary ranking from the content database,
outputting the selected content by the output step in accordance with the ranking;
The text analysis step includes
When text data including negative intention information of the service user with respect to the output content is input as the service user information in the input step,
Extracting keywords to be excluded in reselection of content and value items prioritized by the service user from the intention information,
The content evaluation step includes:
Excluding content containing the excluded keyword based on the behavior database from among the selected content that has not yet been output;
Further, for the remaining content, weighting the priority of the value items prioritized by the service user based on the behavior database, reselecting the content by ranking based on the weighted priority,
A care plan creation support method, wherein the contents reselected according to the ranking are output by the output step.
(Appendix 8)
The care plan creation support method according to appendix 7, wherein the focus area is at least one selected from the group consisting of health activities, social activities, mobility, lifestyle, mental aspects, diet, and care prevention education.
(Appendix 9)
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)
10. The care plan creation support method according to any one of Appendices 7 to 9, wherein the behavior related to the transition pattern includes behavior related to physical function, behavior related to cognitive function, and behavior related to social participation.
(Appendix 11)
11. The care plan creation support method according to any one of Appendices 7 to 10, wherein the value items include a service amount according to the condition of the service user and an indicator of the degree of independence in daily life.
(Appendix 12)
12. The care plan generation support method according to appendix 11, wherein the indicators of the degree of independence in daily living are activities of daily living (ADL) and instrumental activities of daily living (IADL).
(Appendix 13)
A program for causing a computer to execute the care plan creation support method according to any one of appendices 7 to 12.
(Appendix 14)
A computer-readable recording medium recording the program according to appendix 13.

ADVANTAGE OF THE INVENTION According to this invention, by using a service user's feedback information with respect to the output content of care prevention, a more suitable care prevention content can be reselected and can be shown to a service user. For this reason, for example, it is possible to determine preventive care content that finally satisfies the service user, and based on this, it is possible to provide a more suitable care plan 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)

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 a content database and a behavior database;
The content database is
Including care prevention content in care services,
The behavior database includes:
The corresponding content is linked to a combination of an area of interest in a care service, a transition pattern from a current state to a future state, an action involved in the transition pattern, a keyword, and a priority of a value item. and
The connecting part is
connectable to the content database and the behavior database;
The input unit
Enter the information of the service user ,
The content selection unit
Selecting content according to arbitrary ranking from the content database,
The output unit
outputting the selected content 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,
Extracting keywords to be excluded in reselection of content and value items prioritized by the service user from the intention information,
The content evaluation unit
Excluding content containing the excluded keyword based on the behavior database from among the selected content that has not yet been output;
Further, for the remaining contents, weighting the priority of the value items prioritized by the service user based on the behavior database,
The content reselection unit
reselecting content by ranking based on the priority (weighted priority ) for the service user ;
A care plan preparation support device, wherein the content reselected according to the ranking is output by the output unit. 2. The care plan creation support device according to claim 1, wherein the focus area is at least one selected from the group consisting of health activities, social activities, movement, lifestyle, mental aspects, diet, and care prevention education. . 3. 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 related to the transition pattern includes behavior related to physical function, behavior related to cognitive function, and behavior related to social participation. 5. The care plan creation support device according to any one of claims 1 to 4, wherein said value items include a service amount , a degree of independence in daily life , and an index of movement according to said service user's condition. The indicator of the degree of independence in daily life is the degree of independence in daily life of dementia patients,
6. The care plan creation support device according to claim 5, wherein the activity indicators are activities of daily living (ADL ) and instrumental activities of daily living (IADL). A connection step with a database, an input step, an output step, a content selection step, a text analysis step, a content evaluation step, and a content reselection step,
The database is
including a content database and a behavior database;
The content database is
Including care prevention content in care services,
The behavior database includes:
The corresponding content is linked to a combination of an area of interest in a care service, a transition pattern from a current state to a future state, an action involved in the transition pattern, a keyword, and a priority of a value item. and
The connecting step includes
connectable to the content database and the behavior database;
The input step includes:
Enter the information of the service user ,
The content selection step includes :
Selecting content according to arbitrary ranking from the content database,
The output step includes
outputting the selected content according to the ranking;
The text analysis step includes
When text data including negative intention information of the service user with respect to the output content is input as the service user information in the input step,
Extracting keywords to be excluded in reselection of content and value items prioritized by the service user from the intention information,
The content evaluation step includes:
Excluding content containing the excluded keyword based on the behavior database from among the selected content that has not yet been output;
Further, for the remaining contents, weighting the priority of the value items prioritized by the service user based on the behavior database,
The content reselection step includes:
reselecting content by ranking based on the priority (weighted priority ) for the service user ;
A care plan creation support method, wherein the contents reselected according to the ranking are output by the output step. 8. The care plan creation support method according to claim 7, wherein the focus area is at least one selected from the group consisting of health activities, social activities, movement, lifestyle, mental aspects, diet, and care prevention education. . A program for causing a computer to execute the care plan preparation support method according to claim 7 or 8. A computer-readable recording medium recording the program according to claim 9 .

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