JP7359143B2 - Report output program, report output method, and report output device - Google Patents

Description

The present invention relates to a report output program, a report output method, and a report output device. In particular, the present invention relates to a report output program, a report output method, and a report output device that output a report regarding staff who responded to an event for a person receiving care or the like.

In Japan, life expectancy has become noticeably longer due to improved living standards, improved sanitary environments, and improved medical standards due to post-war high economic growth. For this reason, combined with a decline in the birth rate, Japan has become an aging society with a high aging rate. In such an aging society, an increase in the number of people requiring nursing care due to illness, injury, aging, etc. is expected.

BACKGROUND ART In facilities such as elderly welfare facilities and hospitals, various systems such as nurse call systems and care record systems have been introduced in order to support the work of staff who care for people in need of care. Furthermore, in recent years, various techniques have been proposed for analyzing and improving the work status of staff. For example, Patent Document 1 listed below describes a technique that records the location information of a staff member at the time of nursing care work together with the staff's name and time information, and outputs the recorded location information in response to a search.

Japanese Patent Application Publication No. 2016-149066

However, the technology described in Patent Document 1 sets search conditions, searches for specific nursing care tasks from nursing care records, and extracts location information of the staff member when the searched nursing care task occurred each time. This is what is output. Therefore, with the above technology, there is a problem in that it is not possible to constantly grasp the movements of staff responding to events, and it is difficult to analyze the work situation and improve the work.

The present invention has been made to solve such problems. That is, the present invention provides a report output program, a report output method, and a report output device that enable the regular understanding and analysis of the staff's work status by appropriately visualizing the staff's movements in response to events of the target person. The purpose is to

The above-mentioned problems of the present invention are solved by the following means.

(1) Step (a) of correlating and recording the acquired information regarding the transition of the staff's position corresponding to the target person's event and the information regarding the event; The method includes a step (b) of creating a report in which each piece of information is visualized in association with each other, and a step (c) of outputting the report created in step (b). The step (d) further includes a step (d) of acquiring a map showing the position, and the step (b) includes the step (d) of acquiring a map obtained in the step (d) such that the information regarding the transition of the position recorded in the step (a) is added to the map acquired in the step (d). The report is created so as to be visualized in correspondence, and step (a) acquires information regarding changes in the positions of the plurality of staff members corresponding to events of different subjects located in different activity areas. The step (b) includes recording the information regarding the position transition recorded in the step (a) in association with the information regarding the different activity areas acquired in the step (d). The report is created in association with each of the plurality of maps showing the above, and the step (a) is to obtain and record the flow lines of the plurality of staff members as information regarding the transition of the position, and the step (a) a step of creating a proposal for changing the activity area of the staff so as to make the response by the staff more efficient based on the information about the length of the flow line of the plurality of staff members recorded in the process, and including the proposal in the report (e ) is a report output program that causes the computer to perform further processing including ;

(2) The step (e) is a proposal to change the activity area of the staff so that the average length of the movement line of the plurality of staff in each activity area is equalized among the activity areas. The report output program according to (1) above, which creates and includes in the report.
(3) Step (a) of correlating and recording the acquired information regarding the transition of the staff's position corresponding to the target person's event and the information regarding the event; The method includes a step (b) of creating a report in which each piece of information is visualized in association with each other, and a step (c) of outputting the report created in step (b), indicating the activity area of the staff. The step (d) further includes a step (d) of acquiring a map, wherein the step (b) is such that the information regarding the transition of the position recorded in the step (a) corresponds to the map acquired in the step (d). the map includes information regarding the location of at least one of the target audience and materials needed to respond to the event; A proposal for changing the arrangement of at least one of the target person and the materials so as to make the response by the staff more efficient based on the recorded information on the transition of the position and the information on the arrangement included in the map. A report output program for causing a computer to perform a process further including a step (f) of creating and including in the report.
(4) In step (a), a plurality of movement lines of the staff corresponding to different events of the plurality of subjects are acquired and recorded as information regarding the transition of the position, and in step (f), Calculate the total length of the plurality of movement lines of the staff regarding the plurality of different target persons recorded in (a), and calculate the total length of the plurality of movement lines of the staff concerning the plurality of different target persons recorded in (a), and The report output program according to (3) above, which creates a proposal for changing the arrangement of at least one of the two and includes it in the report.
(5) Step (a) of correlating and recording the acquired information regarding the transition of the staff's position corresponding to the target person's event and the information regarding the event; The step (a) includes a step (b) of creating a report in which each piece of information is associated and visualized, and a step (c) of outputting the report created in the step (b), and the step (a) includes: Information indicating the length of stay of the staff at each location is acquired and recorded as information regarding the transition of the position, and the response by the staff is made more efficient based on the length of stay recorded in step (a). further comprising a step (g) of creating a proposal for changing the location of the subject and including it in the report, wherein the step (g) includes the step of: A report output program for causing a computer to execute a process of creating a proposal for changing the placement of the target person so as to place the target person with whom the staff member spends a long time in the room nearby, and including the proposal in the report.
(6) Step (a) of correlating and recording the acquired information regarding the transition of the staff's position corresponding to the target person's event and the information regarding the event; The step (a) includes a step (b) of creating a report in which each piece of information is associated and visualized, and a step (c) of outputting the report created in the step (b), and the step (a) includes: Based on the information detected by the detection unit that detects the behavior of the target person , when the event is detected, information related to the change in the position of the staff member and information related to the event are recorded in association with each other, and the step (a) acquires information regarding the transition of the position of the corresponding staff member for each of the plurality of events, and records the information in association with information regarding each event; and step (b) includes the step (a). ) A report output program for causing a computer to execute a process of creating the report in which information regarding the transition of a plurality of the positions recorded in the above is visualized in a tabular manner.
(7) The report output program according to any one of (1) to (6) above, wherein the report created in the step (b) includes at least one of a figure, a table, and a graph. .

( 8 ) The report output program according to any one of (1) to (7) above, wherein the information regarding the transition of the position includes information indicating the flow line of the staff.

( 9 ) The report output program according to any one of (1) to ( 8 ) above, wherein the information regarding the change in position includes information indicating the length of stay of the staff at each position.

( 10 ) The report output program according to any one of (1) to ( 9 ) above, wherein the information regarding the event includes information regarding the target person of the event.

( 11 ) The report output program according to any one of (1) to ( 10 ) above, wherein the information regarding the event includes information regarding the content of the event.

( 12 ) The step (a) acquires information regarding the transition of the position of the corresponding staff for each of the plurality of events, and records the information in association with the information regarding each of the events, and the step (b) , the report output program according to any one of (1) to ( 11 ) above, which creates the report in which information regarding the transition of the plurality of positions recorded in the step (a) is visualized in a tabular manner.

( 13 ) In the step (a), for each of the plurality of events, information regarding the target person of the event is acquired and recorded, and in the step (b), information on the location recorded in the step (a) is obtained. The report output program according to ( 12 ) above, which creates the report so that information regarding the transition is visualized separately for each subject.

( 14 ) The step (a) acquires and records information regarding the content of the event for each of the plurality of events, and the step (b) records the transition of the position recorded in the step (a). The report output program according to ( 12 ) or ( 13 ) above, which creates the report so that information regarding the content is visualized separately for each content.

( 15 ) The step (a) acquires information regarding the transition of the positions of each of the plurality of staff members and records the information in association with information regarding each event to which each staff member corresponds, and the step (b) The report output program according to any one of (1) to ( 14 ) above, which creates the report so that the information regarding the transition of the position recorded in (a) is visualized separately for each staff member.

( 16 ) The information regarding the change in position is the report set forth in any one of (1) to ( 15 ) above, which is obtained from the start of the response to the event by the staff until the end of the response to the event. Output program.

( 17 ) further comprising a step (h) of accepting report creation conditions including at least one of designation of information regarding the event and designation of the staff, and the step (b) includes the step (h) The report output program according to any one of (1) to ( 16 ) above, which creates the report based on the accepted creation conditions.

(18) A step (a) in which the computer associates and records the obtained information regarding the change in the position of the staff member corresponding to the event of the target person and the information regarding the event; a step (b) of creating a report in which each piece of information recorded in correspondence is associated and visualized; and a step (c) in which a computer outputs the report created in the step (b). further comprising a step (d) in which the computer obtains a map indicating the activity area of the staff member, and the step (b) further comprises a step (d) in which the computer obtains a map indicating the activity area of the staff member, and the step (b) includes the step (b) in which the information regarding the transition of the position recorded in the step (a) is The report is created so as to be visualized in association with the map obtained in step (d), and step (a) includes a plurality of reports corresponding to events of different subjects located in different activity areas. The step (b) acquires information regarding the transition of the staff's position and records it in association with the information regarding each of the events, and the step (b) includes acquiring the information regarding the transition of the position recorded in the step (a). The report is created in association with the plurality of maps showing the different activity areas acquired in step (d), and step (a) includes the flow lines of the plurality of staff members as information regarding the transition of the position. A proposal for changing the activity area of the staff so as to improve the efficiency of the response by the staff based on the information obtained and recorded regarding the length of the flow line of the plurality of staff recorded in step (a); A report output method further comprising the step (e) of creating and including in the report.
(19) A step (a) in which the computer associates and records the obtained information regarding the change in the position of the staff corresponding to the event of the target person and the information regarding the event; a step (b) of creating a report in which each piece of information recorded in correspondence is associated and visualized; and a step (c) in which a computer outputs the report created in the step (b). further comprising a step (d) in which the computer obtains a map indicating the activity area of the staff member, and the step (b) further comprises a step (d) in which the computer obtains a map indicating the activity area of the staff member, and the step (b) includes the step (b) in which the information regarding the transition of the position recorded in the step (a) is The report is created so as to be visualized in association with the map obtained in step (d), and the map includes the arrangement of at least one of the target person and materials necessary for responding to the event. information regarding the target person and the materials so as to streamline the response by the staff based on the information regarding the transition of the location recorded in the step (a) and the information regarding the arrangement included in the map. A report output method further comprising a step (f) of creating a proposal for changing the arrangement of at least one of the above and including the proposal in the report.
(20) A step (a) in which the computer associates and records the obtained information regarding the change in the position of the staff member corresponding to the event of the target person and the information regarding the event; a step (b) of creating a report in which each piece of information recorded in correspondence is associated and visualized; and a step (c) in which a computer outputs the report created in the step (b). In the step (a), information indicating the stay time of the staff member at each position is acquired and recorded as information regarding the change in the position, and the computer records the stay time recorded in the step (a). The method further comprises a step (g) of creating a proposal for changing the arrangement of the subject based on the staff so as to make the response more efficient and including the proposal in the report, and the step (g) includes the step (a) ), and include in the report a proposal for changing the placement of the subject so that the subject is placed near the location where the staff spends the longest time in the room. Report output method.
(21) A step (a) in which the computer associates and records the obtained information regarding the change in the position of the staff member corresponding to the event of the target person and the information regarding the event; a step (b) of creating a report in which each piece of information recorded in correspondence is associated and visualized; and a step (c) in which a computer outputs the report created in the step (b). The step (a) includes, when the event is detected , information regarding the transition of the staff member's position and information regarding the event, based on information detected by the detection unit that detects the behavior of the target person. In the step (a), for each of the plurality of events, information regarding the change in the position of the corresponding staff member is obtained and recorded in association with information regarding each of the events; (b) is a report output method for creating the report in which the information regarding the transition of the plurality of positions recorded in the step (a) is visualized in a listable manner.

(22) A recording unit that records the obtained information regarding the change in the position of the staff member corresponding to the event of the target person and the information regarding the event in correspondence with each other, and each piece of information recorded in correspondence by the recording unit, respectively. It has a calculation unit that creates a report that is associated and visualized, an output unit that outputs the report created by the calculation unit, and a control unit, and the control unit indicates the activity area of the staff. acquiring a map, the calculation unit creates the report so that the information regarding the transition of the position recorded in the recording unit is visualized in association with the map acquired in the control unit; The recording unit acquires information regarding changes in the positions of the plurality of staff members corresponding to events of different subjects located in different activity areas, and records the acquired information in association with information regarding each of the events, and the calculation unit , the report is created by associating the information regarding the transition of the position recorded in the recording unit with the plurality of maps indicating the different activity areas acquired by the control unit, and the recording unit The control unit acquires and records the movement lines of the plurality of staff members as information regarding the transition of positions, and the control unit acquires and records the movement lines of the plurality of staff members as information regarding the transition of positions, and the control unit acquires and records the movement lines of the plurality of staff members based on the information regarding the length of the movement lines of the plurality of staff members recorded in the recording unit. A report output device that creates a proposal for changing the activity area of the staff member and includes the proposal in the report so as to improve the efficiency of response by the staff member.
(23) A recording unit that records the obtained information regarding the change in the position of the staff member corresponding to the event of the target person and the information regarding the event, and each piece of information recorded in the associated manner in the recording unit, respectively. The control unit includes a calculation unit that creates a report that is associated and visualized, an output unit that outputs the report created in the calculation unit, and a control unit, and the control unit includes a map that shows the activity area of the staff member. and the calculation unit creates the report so that the information regarding the transition of the position recorded in the recording unit is visualized in association with the map acquired in the control unit, and includes information regarding the arrangement of at least one of the target person and materials necessary for responding to the event, and the control unit includes information regarding the transition of the position recorded in the recording unit and the map. A report output device that creates a proposal for changing the arrangement of at least one of the target person and the materials and includes it in the report so as to improve the efficiency of the response by the staff based on information regarding the arrangement included in the report.
(24) A recording unit that records the obtained information regarding the change in the position of the staff member corresponding to the event of the target person and the information regarding the event, and each piece of information recorded in the associated manner in the recording unit, respectively. It has a calculation unit that creates a report that is associated and visualized, an output unit that outputs the report created in the calculation unit, and a control unit, and the recording unit stores information regarding the transition of the position. Information indicating the length of stay of the staff at each location is acquired and recorded, and the control unit controls the target person based on the length of stay recorded in the recording unit to improve the efficiency of the response by the staff. The control unit generates a proposal for changing the arrangement of staff and includes it in the report, and the control unit selects a target person whose stay time is long in the room where the staff member is located near the position where the stay time is long recorded in the recording unit. A report output device that creates a proposal for changing the placement of the target person so as to place the subject and includes it in the report.
(25) A recording unit that records the obtained information regarding the change in the position of the staff member corresponding to the event of the target person and the information regarding the event, and each piece of information recorded in the associated manner in the recording unit, respectively. a calculation unit that creates a report that is associated and visualized; and an output unit that outputs the report created in the calculation unit, and the recording unit is detected by a detection unit that detects the behavior of the subject. When the event is detected , information regarding the change in the staff member's position and information regarding the event are recorded in association with each other based on the information, and the recording unit records the corresponding information for each of the plurality of events. Information regarding the transition of the position of the staff member is acquired and recorded in association with information regarding each of the events, and the calculation unit visualizes information regarding the transition of the plurality of positions recorded in the recording unit in a listable manner. A report output device that creates the report.

The obtained information on the transition of the staff's position corresponding to the event of the target person and the information on the event are recorded in association with each other, and a report is created in which each piece of information recorded in association is associated and visualized. Output. As a result, the movements of the staff responding to the target person's event can be appropriately visualized. Therefore, the work status of each staff member can be regularly grasped and analyzed, and work improvement can be effectively supported.

FIG. 1 is a diagram showing the overall configuration of a monitoring system. It is a figure which shows the example of the detection part installed in a subject's room. FIG. 2 is a block diagram showing the hardware configuration of a detection unit. FIG. 2 is a block diagram showing the hardware configuration of a server. FIG. 2 is a block diagram showing the hardware configuration of an administrator terminal. FIG. 2 is a block diagram showing the hardware configuration of a mobile terminal. FIG. 3 is a diagram showing an example of map information stored in a server. FIG. 3 is a diagram illustrating an example of event correspondence information stored in a server. It is a flowchart showing the operation of the server. FIG. 7 is a diagram illustrating an example of a report in which the flow line of staff heading for incontinence care for a subject in living room 3 is visualized. FIG. 4 is a diagram showing an example of a report in which the flow line of staff heading for incontinence care of a subject in living room 4 is visualized. FIG. 4 is a diagram illustrating an example of a report in which the line of flow of staff member A toward room 4 is visualized. FIG. 4 is a diagram illustrating an example of a report in which the line of flow of staff member B toward room 4 is visualized. FIG. 3 is a diagram showing an example of a report in which the flow lines of a plurality of staff members are visualized and differentiated for each staff member. FIG. 3 is a diagram showing an example of a report in which the staff's stay time at each location is visualized. FIG. 3 is a diagram illustrating an example of a report that includes flow lines of staff responding to an event, analysis results, and business improvement proposals. FIG. 3 is a diagram illustrating an example of a report that includes flow lines of staff responding to an event, analysis results, and business improvement proposals. FIG. 2 is a diagram illustrating an example of a report that includes a proposal for business improvement based on the flow line of staff responding to an event.

Embodiments of the present invention will be described below with reference to the accompanying drawings. In addition, in the description of the drawings, the same elements are given the same reference numerals, and redundant description will be omitted. Furthermore, the dimensional ratios in the drawings are exaggerated for convenience of explanation and may differ from the actual ratios.

(overall structure)
FIG. 1 is a diagram showing the overall configuration of the monitoring system, and FIG. 2 is a diagram showing an example of a detection unit installed around the bed in the subject's room.

As shown in FIG. 1, the monitoring system 1 includes a plurality of detection units 10, a server 20, an administrator terminal 30, and one or more staff terminals 40. These are connected to be able to communicate with each other by wire or wirelessly via a network 50 such as a LAN (Local Area Network), a telephone network, or a data communication network. Network 50 may include relays such as repeaters, bridges, routers, or cross-connects that relay communication signals. In the example shown in FIG. 1, the staff terminal 40 is connected to the detection unit 10, the server 20, the administrator terminal 30, and a network 50 such as a wireless LAN (for example, a LAN according to the IEEE 802.11 standard) including an access point 51. are connected to each other so that they can communicate with each other.

The monitoring system 1 is placed at an appropriate location depending on the subject 70. The target person 70 (person to be watched over) is, for example, a patient who requires nursing care due to illness or injury, a cared person who requires nursing care due to decline in physical ability due to aging, a person living alone, or a person in a hospital facility. Patients who are hospitalized. Particularly, from the viewpoint of enabling early detection and early response, the subject 70 may be a person who needs to be detected when a predetermined inconvenient event such as an abnormal state occurs to the person. For this reason, the monitoring system 1 is suitably installed in buildings such as elderly welfare facilities, hospitals, and residential units, depending on the type of the target person 70. In the example shown in FIG. 1, the monitoring system 1 is placed in a building of a facility that includes a plurality of rooms (residential rooms) in which a plurality of subjects 70 reside and a plurality of rooms including a nurse station.

The detection unit 10 is placed in each room that is the observation area of the subject 70. In the example shown in FIG. 1, four detection units 10 are arranged in the rooms of Mr. A, Mr. B, Mr. C, and Mr. D, who are subjects 70, respectively. The observation area of the detection unit 10 includes the bed 60. The staff members 80 who provide care, nursing, etc. (for example, care) to the subject 70 each carry a staff terminal 40 that is a mobile terminal. However, the position, number, etc. of each component included in the monitoring system 1 are not limited to the example shown in FIG. 1. For example, server 20 may not be located at the nurse's station, but may be an external server unit connected to network 50.

(Detection unit 10)
FIG. 3 is a block diagram showing the hardware configuration of the detection section. As shown in FIG. 3, the detection unit 10 includes a control unit 11, a communication unit 12, a camera 13, a nurse call unit 14, and an audio input/output unit 15, which are interconnected by a bus.

The control unit 11 includes a CPU (Central Processing Unit), and memories such as a RAM (Random Access Memory) and a ROM (Read Only Memory), and controls each unit of the detection unit 10 and performs arithmetic processing according to a program. Note that the control unit 11 may further include an HDD (Hard Disk Drive) as a memory.

The communication unit 12 is an interface circuit (for example, a LAN card, etc.) for communicating with other devices, such as the server 20, the administrator terminal 30, or the staff terminal 40, via the network 50.

The camera 13 is arranged, for example, on the ceiling or the upper part of the wall of the living room, photographs an area including the bed 60 of the subject 70 as an observation area, and outputs a photographed image (image data). Hereinafter, the image photographed by the camera 13 will also be simply referred to as a "photographed image." The photographed images include an image including the subject 70. Photographed images include still images and moving images. Although the camera 13 is a near-infrared camera, a visible light camera may be used instead, or these may be used in combination.

The control unit 11 recognizes the behavior of the subject 70 from the image taken by the camera 13. The recognized actions include "get up" to get up from the bed 60, "get out of bed" to leave the bed 60, "fall" to fall from the bed 60, and "fall" to fall onto the floor or the like.

The control unit 11 detects an image silhouette (hereinafter referred to as a "person silhouette") from a plurality of captured images (moving images). A human silhouette can be detected, for example, by extracting a range of pixels where the difference is relatively large using a time difference method that extracts the difference between images shot before and after the time of shooting. The human silhouette may be detected by a background subtraction method that extracts the difference between a photographed image and a background image. The distinction between getting up, leaving the bed, falling down, and falling is recognized from the detected human silhouette, the posture of the subject 70 (for example, standing, sitting, lying down, etc.), and the relative position with respect to objects installed in the living room such as the bed 60. be done. These recognitions may be performed by a program processed by the CPU of the control unit 11, or may be performed by a built-in processing circuit. Furthermore, the present invention is not limited to this, and the server 20 may perform all or most of the recognition processing, and the control unit 11 may only transmit the photographed image to the server 20. When the control unit 11 recognizes any of the actions, it transmits a notification that an event has occurred to the server 20 or the like.

The staff member 80 is a person who provides various services to the target person 70 according to the job. Work may include medical work and nursing care work. Here, when the work of the staff 80 is care work for the subject 70, the response contents regarding each event will be explained. "Wake up" is determined as an event, and if the determination is within a predetermined time (wake-up time set at the facility (for example, 7 a.m. to 8 a.m.)), morning care is performed. This morning care includes face washing, tooth brushing assistance, denture fitting, dressing assistance, etc. Additionally, if the event involves "getting out of bed," wheelchair transfer or walking assistance may be required. Furthermore, regular (scheduled) events other than the events determined by the detection unit 10 include drinks, meal assistance, excretion assistance, wheelchair transfer, walking assistance, and body position change (bedsore prevention). For these periodic events, the nurse call unit 14 or the like may generate an alert at a fixed time.

The nurse call unit 14 includes a push-button switch, and detects a nurse call when the switch is pressed by the subject 70. Nurse calls include care calls and the like. Instead of a push-button switch, a voice microphone may be used to detect a nurse call. When the switch of the nurse call unit 14 is pressed, that is, when a nurse call is detected, the control unit 11 sends a notification that there is a nurse call (nurse call notification) via the communication unit 12 and the network 50. Send to server 20 etc.

The audio input/output unit 15 is, for example, a speaker and a microphone, and enables voice calls by transmitting and receiving audio signals to and from the staff terminal 40 and the like via the communication unit 12. Note that the audio input/output unit 15 may be connected to the detection unit 10 via the communication unit 12 as an external device of the detection unit 10.

The detection unit 10 also includes a Doppler shift type body movement sensor that transmits and receives microwaves in the direction of the bed 60 and detects the Doppler shift of the microwaves caused by body movements (for example, breathing movements) of the subject 70. , may further be provided. This body movement sensor detects the body movement of the chest (up and down movement of the chest) accompanying the breathing movement of the subject 70, and detects irregularities in the period of the body movement of the chest and body movements of the chest that are below a preset threshold. When the amplitude at is detected, it is recognized as a slight body movement abnormality.

In this embodiment, events broadly include events that require the staff 80 to respond to the target person 70. For example, events include an event that the staff 80 should respond to (referred to as a first event) by being notified (notification) to the staff 80, and an event that the staff 80 should respond to at a fixed time (a second event). (referred to as a third event), and an event that the staff 80 should respond to when noticed (referred to as a third event). The first event includes, for example, a nurse call, getting up, getting out of bed, falling, falling, and abnormal micromovement. The second event includes, for example, eating, bathing, changing clothes, and transferring to a wheelchair when taking a walk. The third event includes, for example, incontinence care based on a verbal request from the subject 70, body temperature measurement when a fever is suspected, and response when the subject is vomiting.

The detection unit 10 transmits (outputs) information on the detected event (hereinafter also simply referred to as "event information") and a captured image to the server 20.

(Server 20)
FIG. 4 is a block diagram showing the hardware configuration of the server.

The server 20 includes a control section 21, a communication section 22, and a storage section 23. The server 20 may be provided in the same building as the room for the subject 70, or may be provided in a remote location and connectable via a network. For example, the server 20 may be a cloud server that is virtually constructed by a plurality of servers placed on a network such as the Internet. Each component is communicably connected to each other by a bus. The control unit 21 and the communication unit 22 have the same functions as the control unit 11 and the communication unit 22 of the detection unit 10, respectively, so detailed description thereof will be omitted. In this embodiment, the server 20 functions as a report output device.

The storage unit 23 stores a program according to this embodiment. The above components of the server 20 are controlled by the control unit 21 according to a program. Furthermore, the storage unit 23 records and accumulates various information regarding the subject 70 and the staff 80. Furthermore, the storage unit 23 records information regarding each event of the target person 70 and information regarding changes in the position of the staff member 80 corresponding to each event in association with each other. Details of the information recorded in the storage unit 23 will be described later.

The server 20 uses the event information and photographed images received from the detection unit 10 alone or in collaboration with the detection unit 10 to detect events such as getting up, leaving the bed, falling, and nurse calls that the detection unit 10 recognizes. It is determined (identified) which target person 70 this relates to. This determination is performed by determining the target person 70 (that is, the resident of the room) associated with the room number in which the detection unit 10 that has recognized the event is installed. Note that the determination of the subject 70 may be made by reading the IC tag with an RFID reader provided in each room, if the subject 70 carries an IC tag. Note that if a plurality of subjects 70 exist in one living room, such as in a shared room, the subjects 70 may be determined by arranging the detection unit 10 for each bed 60.

When the server 20 receives event information from the detection unit 10, the server 20 sends an event notification including the name of the subject 70 who caused the event, the room number, and the content of the event to the staff terminal 40. Notify the staff of the occurrence of an event and instruct them to respond to the event.

Additionally, the server 20 acquires information regarding changes in the position of the staff member 80 corresponding to each event of the target person 70. The server 20 uses information acquired from the detection unit 10, the staff terminal 40, etc. to create a report in which information indicating the movements of the staff 80 corresponding to each event of the target person 70 is associated with information regarding the event and visualized. and output it. Reports may be created and output on a regular basis (eg, daily, or weekly or monthly). The report may be created and output irregularly according to instructions. Outputting a report involves transmitting the report as data to the administrator terminal 30, staff terminal 40, etc. and displaying the report on a display unit, or transmitting the report to an image forming device (not shown) connected to the server 20. This includes all output modes such as transmitting data and outputting a report as a printed matter. Additionally, by accessing the facility's website from the administrator terminal 30, etc., the data of the report can be uploaded to a location (for example, a cloud server) where the report can be viewed from the administrator terminal 30, etc. via a browser. include. Details of the operation of the server 20 will be described later.

(Administrator terminal 30)
FIG. 5 is a block diagram showing the hardware configuration of the administrator terminal. The administrator terminal 30 is a so-called PC (Personal Computer), and includes a control section 31, a communication section 32, a display section 33, and an input section 34, which are interconnected by a bus.

The control unit 31 has the same configuration as the control unit 11 of the detection unit 10 and includes a CPU, RAM, ROM, and the like.

The communication unit 32 is an interface for various local connections, such as a network interface for wired communication based on standards such as Ethernet (registered trademark), and an interface for wireless communication based on standards such as Bluetooth (registered trademark) and IEEE802.11. It communicates with each terminal connected to 50.

The display unit 33 is, for example, a liquid crystal display, and displays various information.

The input unit 34 includes a keyboard, a numeric keypad, a mouse, etc., and is used to input various information.

In this embodiment, the administrator terminal 30 is used as a terminal for the administrator 90. The administrator 90 is, for example, a manager who supervises the staff 80.

The administrator terminal 30 accepts designation of report creation conditions from the administrator 90 or the like.

The administrator terminal 30 accepts, as creation conditions, for example, extraction conditions for information that is desired to be visualized and analyzed in a report to be output. As the extraction conditions, the target person 70 of the event, the content of the event, the corresponding staff 80, etc. may be specified. Further, as the extraction condition, the period of occurrence or the region of occurrence of the event targeted for the report may be specified.

The designated event period can be any period, for example, one day, one week, one month, one year, etc. For example, by specifying the event occurrence period as one week, events that occurred in the past one week are subject to the report. Note that in cases where reports are output from the server 20 on a regular basis (for example, daily, weekly, or yearly), the administrator terminal 30 does not have to accept the specification of the period of occurrence of the event targeted for the report. good.

Further, the specified event occurrence area can be any area, and may be, for example, a specific floor within a facility, a part of the floor, or the like. Alternatively, the specified event occurrence area may be a wide area including a plurality of facilities, residences, etc. that are separated by a plurality of buildings, roads, and the like.

Additionally, the administrator terminal 30 may accept specifications regarding the output method and analysis method of the extracted information as creation conditions. For example, the administrator terminal 30 may receive an instruction to extract a plurality of pieces of information according to extraction conditions of a plurality of patterns, and output the pieces of information by arranging or overlapping them. The administrator terminal 30 may also receive an instruction to compare multiple pieces of information with each other and extract differences. Furthermore, the administrator terminal 30 may receive an instruction to analyze the extracted information and output a proposal leading to business improvement such as changing the layout.

The administrator terminal 30 transmits the received creation conditions to the server 20.

(Staff terminal 40)
FIG. 6 is a block diagram showing the hardware configuration of the staff terminal. The staff terminal 40 includes a control section 41, a wireless communication section 42, a display section 43, an input section 44, an audio input/output section 45, and a position acquisition section 46, which are interconnected by a bus.

The control unit 41 has the same configuration as the control unit 11 of the detection unit 10, and includes a CPU, RAM, ROM, and the like.

The wireless communication unit 42 is capable of wireless communication using standards such as Wi-Fi and Bluetooth (registered trademark), and wirelessly communicates with each device via the access point 51 or directly.

The display section 43 and the input section 44 are, for example, touch panel displays, and a touch sensor serving as the input section 44 is superimposed on the display surface of the display section 43 made of liquid crystal or the like. The display unit 43 and input unit 44 notify the staff 80 of various instructions. In addition, the display unit 43 and input unit 44 display an operation screen displaying an event notification, and accept various operations such as inputting a response to accept an event and inputting nursing care records through the operation screen. do.

The audio input/output unit 45 is, for example, a speaker and a microphone, and enables the staff member 80 to make a voice call with other staff terminals 40 via the wireless communication unit 42 . The staff terminal 40 can be configured by a portable communication terminal device such as a tablet computer, a smartphone, or a mobile phone.

The position acquisition unit 46 determines the location of the staff terminal 40 based on, for example, signals received from GPS, Wi-Fi, beacons installed at arbitrary locations within the facility, and detection information from various sensors such as acceleration sensors. Get information about your location. The information acquired by the position acquisition unit 46 is used as information (position information) for specifying the position of the staff member 80 who owns the staff terminal 40. The position information acquired by the position acquisition unit 46 is transmitted to the server 20 in association with, for example, information on the date and time when the position information was acquired. For example, in the server 20, information indicating changes in the position of the staff member 80 can be obtained by recording and accumulating the position information transmitted from the staff terminal 40 and information on the date and time when the position information was acquired.

The position information is, for example, coordinate information on a two-dimensional coordinate system set on a plane corresponding to the activity area of the staff member 80. The activity area of the staff 80 indicates the range in which the staff 80 performs duties such as nursing care, and is, for example, a predetermined floor of a nursing care facility. The activity area of the staff member 80 may span multiple facilities or multiple floors. The position information may be anything that indicates the position of the staff member 80, and is not limited to two-dimensional coordinate information, and may be, for example, three-dimensional coordinate information or other expression methods. Further, the position information does not have to directly indicate the position like coordinate information, and may be information such as the radio field strength of a signal from Wi-Fi or a beacon received by the position acquisition unit 46. good. In this case, for example, in the server 20, coordinate information indicating the position of the staff terminal 40 is calculated based on information such as radio wave intensity transmitted from the staff terminal 40, and the calculated coordinate information is used as the position information of the staff 80. I can do it. Note that in this embodiment, an example will be described in which the position of the staff member 80 is specified using the position acquisition unit 46 of the staff terminal 40, but the method of specifying the position is not limited to this. For example, the positions of the staff members 80 may be identified by recognizing each staff member 80 by analyzing an image acquired by the detection unit 10 or a camera installed at an arbitrary location.

Next, information stored in the storage unit 23 of the server 20 will be explained.

FIG. 7 is a diagram showing an example of map information stored in the server. FIG. 8 is a diagram showing an example of event correspondence information stored in the server.

As shown in FIG. 7, the storage unit 23 of the server 20 stores the activity areas of the staff 80 as map information, such as living rooms (room 1 to living room 8), a warehouse, a waiting room, a kitchen, a hall, a bathroom, a dressing room, and the like. Information indicating maps of waste treatment rooms, passages, etc. is stored. The coordinates on the map are associated in advance with coordinates indicating the position of the staff member 80, which is detected as position information on the staff terminal 40.

In the map illustrated in FIG. 7, rooms 1 to 8 are rooms where the subject 70 is located. Information regarding the target person 70 located in each room may be stored in association with the map information. The warehouse is a room where materials necessary for responding to each event are stored. The map information may be stored in association with information regarding materials stored in the warehouse and information regarding events that require each material. For example, diapers may be stored as materials stored in a warehouse, and it may be stored in association with map information that diapers are required for incontinence care (continence care that requires diaper changes) for a specific subject 70. good. The waiting room is a room where the staff 80 waits when no event is occurring. Halls, bathrooms, changing rooms, waste disposal rooms, etc. are rooms used for various purposes depending on the purpose. The map information may store each room in association with information regarding each event. The passage is an area through which the staff 80 can move between rooms.

Note that the map indicated by the map information is not limited to a two-dimensional map showing a plan view of the facility as shown in FIG. 7, but may be a three-dimensional map showing the structure of the facility three-dimensionally, for example. When a three-dimensional map is used, a diagram showing flow lines and residence time described below can also be generated as a three-dimensional three-dimensional diagram.

As shown in FIG. 8, in the storage unit 23 of the server 20, information regarding each event of the target person 70 and information regarding changes in the position of the staff member 80 corresponding to each event are recorded in association with each other. In the example shown in FIG. 8, the storage unit 23 stores the event ID, room number, target person, event content (type), occurrence date and time (event detection time), end date and time, corresponding staff, and staff location changes for each event. Information indicating (position transition information) etc. are recorded in association with each other.

The event ID is identification information for specifying each event, and is set to any unique number, symbol, or the like. The room number is information indicating the room where the target person 70 of each event is located. The room number is, for example, information stored in association with the ID of the detection unit 10. The target person is identification information for specifying the target person 70 of each event, and for example, the name of the target person 70 is set. The target person is information stored in association with, for example, a room number. As the identification information of the target person 70, various ID information, room number, etc. may be set.

For example, when responding to an event, the event content is input by the staff member 80 into the input unit 44 of the staff terminal 40 and is transmitted from the staff terminal 40 to the server 20, so that the server 20 detects the event content. Ru. Further, the content of the event may be the content of the event detected by the detection unit 10, as described above. That is, for example, the details of events such as getting up, getting out of bed, falling, falling, and abnormal microbody movements can be detected by the detection unit 10. When an event is detected, an event notification is sent from the server 20 to the staff terminal 40.

The occurrence date and time (event detection time) is information indicating the date and time when the event occurred or the date and time when the occurrence of the event was detected. The date and time of occurrence is detected as follows. That is, regarding the first event, the event is detected by the detection unit 10 or the like, and the date and time when the server 20 receives the notification that the event has occurred is detected as the date and time of occurrence. Regarding the second event, the staff 80 inputs an input to accept the response to the event at the staff terminal 40, and the date and time when the server 20 receives the acceptance is detected as the date and time of occurrence. Regarding the third event, information on the occurrence of the event is input to the staff terminal 40, and the date and time when the server 20 receives the information is detected as the date and time of occurrence. Note that the event occurrence date and time may be detected by other methods. For example, regarding the second event, the occurrence of the event is scheduled in a schedule table or the like. Therefore, the walking direction and walking speed of the staff member 80 are detected using the GPS function etc. provided in the staff terminal 40, and the staff member 80 moves in the direction of the room of the person in charge of the subject 70 at the scheduled date and time of the event occurrence. If the tendency of the vehicle to move straight at a constant speed is analyzed, it is assumed that the event occurred and was handled according to the schedule, and the date and time set in the schedule can be detected as the date and time of occurrence.

The end date and time is information indicating the date and time when the response to each event ended. The end date and time is set to, for example, the date and time when the staff member 80 corresponding to each event inputs into the staff terminal 40 that the response has been completed, the date and time when the server 20 receives the input information, and the like.

The corresponding staff member is identification information for specifying the staff member 80 who corresponds to each event, and for example, the name of each staff member 80 is set. Various ID information and the like may be set as the identification information of the staff member 80. For example, if the event is the first event for which the staff 80 is notified, the staff 80 who has responded to accept the response to the notified event is set on the staff terminal 40. It's okay. For example, by storing the identification information of the staff terminal 40 and the identification information of the staff member 80 who uses the staff terminal 40 in association with each other in the storage unit 23, the server 20 can store the staff terminal 40 to which the response was made. The staff member 80 can be identified by identifying the staff member 80. Furthermore, if the event is a second event that is handled by a staff member 80 at a fixed time, and if the staff member 80 corresponding to the event is determined in advance, that staff member 80 may be set as is. When the staff 80 corresponding to the event is changed, input of the changed staff 80 may be accepted at the staff terminal 40 or the administrator terminal 30, and the designated staff 80 may be set as the corresponding staff. In addition, if it is a third event that the staff 80 should respond to when they notice it, the input from the corresponding staff 80 is accepted on the staff terminal 40 or the administrator terminal 30, and the input staff 80 is set as the corresponding staff. may be done.

The positional transition information is information for visualizing the transition of the staff 80's position corresponding to each event, that is, the movement of the staff 80, and includes information indicating the movement line of the staff 80 and the stay at each position of the staff 80. Contains information indicating time. The positional transition information is, for example, positional information for each time that is acquired by the staff terminal 40 of the staff member 80 corresponding to the event and stored in the storage unit 23 between the date and time when each event occurs and the date and time when the event ends.

The movement line of the staff 80 visualizes the movement of the staff 80 using a linear figure (see FIGS. 10 to 14). The flow line of the staff 80 can be determined by, for example, plotting the position information of the staff 80 for each time stored in the storage unit 23 in time series on the map (or coordinates) shown in FIG. 7, and drawing line segments between each plot. It is generated by connecting with . The server 20 may store time-by-time position information for generating the flow line in the storage unit 23 as information indicating the flow line, or store image data indicating the generated flow line in the storage unit 23. You may memorize it. The hourly position information is, for example, a data group in which data in which date and time information and coordinate information are associated are arranged in chronological order. The image data indicating the flow line may be, for example, bitmap image data or JPEG image data that records color information for each pixel, or vector image data that indicates the image using numerical values or formulas. good.

For example, when it is determined that the staff 80 is staying at a certain position (or range) in the time-by-time position information stored in the storage unit 23, the stay time of the staff 80 at each position is determined by the time spent at each position ( or range). The determination that the staff member 80 is staying at a certain position is performed, for example, by determining whether the amount of change in the staff member's 80 position over time, that is, the moving speed, is smaller than a predetermined threshold value. For example, on the map shown in FIG. 7, by arranging a figure having a size corresponding to the length of the staff 80's stay at the position where the staff 80 is determined to be staying, the staff 80's stay at each position is determined. A diagram that visualizes time can be generated (see Figure 15). The server 20 may store, in the storage unit 23, image data of a diagram showing the generated stay time as information indicating the stay time, and position information and stay time information at each position for generating the image data. may be stored in the storage unit 23.

Note that the server 20 may also acquire position information of the staff member 80 and information indicating changes in the position even when the staff member 80 is not responding to an event, and may indicate the flow line and length of stay based on the acquired information. A diagram may also be generated.

Further, in addition to the information shown in FIG. 8, other information may be recorded in the storage unit 23. For example, the storage unit 23 may record various information related to the event, such as still images and moving images acquired by the detection unit 10 when the event occurs or when responding to the event. The storage unit 23 also stores information regarding changes in the position of the staff member 80, such as the response time of each staff member 80 to a notification of an event occurrence acquired by the staff terminal 40, the number of steps traveled during event response, the number of floors traveled, etc. Various information regarding the movement of 80 may be recorded.

Further, each of the above information may be stored in a location other than the storage unit 23 of the server 20, and may be stored in various types of storage such as a cloud server connected to the server 20 via a network, for example. Further, each of the above information is not limited to being constructed as a single database, but may be distributed and accumulated in a plurality of databases that are mutually associated with each other using key information such as an event ID.

Note that the detection unit 10, server 20, administrator terminal 30, and staff terminal 40 may include components other than the above components, or may not include some of the above components. .

Next, the operation of the server 20 in the monitoring system 1 will be explained.

FIG. 9 is a flowchart showing the operation of the server. This flowchart can be executed by the control unit 21 according to a program stored in the storage unit 23 of the server 20.

As shown in FIG. 9, the control unit 21 acquires information regarding the event of the target person 70, and acquires information regarding the transition of the position of the staff member 80 corresponding to the event (step S101). As described above, the control unit 21 acquires information regarding the event of the target person 70 based on the information acquired from the detection unit 10, and determines the position of the staff member 80 from the staff terminal 40 of the staff member 80 corresponding to the event. Get information about trends.

Subsequently, the control unit 21, as a recording unit, records the information regarding the change in the position of the staff member 80 corresponding to the event of the target person 70, which was acquired in the process of step S101, in association with the information regarding the event. Step S102). For example, as shown in FIG. 8, the control unit 21 associates information regarding an event with information regarding changes in the position of the staff member 80 corresponding to the event and stores the information in the storage unit 23. The processes of step S101 and step S102 are repeatedly executed, for example, after the event of the target person 70 occurs until it ends, or while the monitoring system 1 is in operation.

Subsequently, the control unit 21 receives designation of report creation conditions (step S103). As described above, the control unit 21 receives the report creation conditions received at the administrator terminal 30 and transmitted to the server 20. The creation conditions may include extraction conditions, output method, analysis method, etc. of information to be visualized and analyzed in the report. For example, as the extraction conditions, the target person 70 of the event, the content of the event, the corresponding staff member 80, etc. may be specified.

Next, the control unit 21 extracts information necessary for report creation from the storage unit 23 according to the creation conditions accepted in the process of step S103 (step S104), and analyzes and processes the extracted information ( Step S105).

Subsequently, the control unit 21, as a calculation unit, creates a report in which the movements of the staff 80 corresponding to the event of the subject 70 are visualized based on the information analyzed and processed in the process of step S105 (step S106). . The control unit 21, as an output unit, outputs the report created in the process of step S106 by various methods such as transmission, display, and printing (step S107). An example of the report created in step S106 will be described below.

FIG. 10 is a diagram illustrating an example of a report in which the flow line of the staff heading toward incontinence care for the subject in room 3 is visualized.

In the example of FIG. 10, the report creation condition specifies that the flow line of each staff member 80 is created when responding to the content of the event "continence care" for the target person 70 "Mr. C in room 3". This is an example of creating a report when In the example of FIG. 10, since a specific staff member 80 is not specified as a report creation condition, the flow lines of all staff members 80 corresponding to events during the report creation target period are created as a report.

As shown in FIG. 10, in the report, information regarding changes in the position of the staff member 80 and information regarding events are visualized in association with each other. As information regarding changes in the position of the staff member 80, a plurality of movement lines of the staff member 80 are visualized so that they can be viewed at a glance. Furthermore, as information regarding the event, there is a description of "Mr. C in room 3", which is information indicating the target person 70 of the event, and a description of "continence care", which is information indicating the content of the event. . In the report of FIG. 10, the flow line of the staff member 80 is visualized and differentiated by event target person 70 and event content. Further, based on the flow lines on the map shown in FIG. 10, it is possible to obtain, for example, the analysis result that "in the case of incontinence care for Mr. C in living room 3, there is no need to go to the warehouse."

The above analysis may be executed, for example, by the control unit 21 of the server 20, and the analysis results may be added to the report. The server 20 can perform the above analysis using various image recognition techniques, pattern matching techniques, machine learning techniques, and the like. For example, the server 20 can obtain the above analysis results as output by inputting image information including flow lines into a deep neural network that has been trained in advance using training data that is a plurality of case data. can. Alternatively, the above analysis may be performed by, for example, the administrator 90 or the like checking the flow line displayed on the administrator terminal 30 or the like. In this case, the administrator 90 inputs the analysis results into the administrator terminal 30 and sends them to the server 20 so that they can be added to the report. The report describes the analysis results obtained as described above. The analysis results in the report can be obtained by the same method as above in other examples described below.

FIG. 11 is a diagram illustrating an example of a report in which the flow line of staff heading toward incontinence care for the subject in room 4 is visualized.

In the example of FIG. 11, the report creation condition is to create the flow line of each staff member 80 when responding to the content of the event "continence care" for the subject 70 "Mr. D in room 4". This is an example of creating a report when specified. The report creation conditions in the example of FIG. 11 differ from those in the example of FIG. 10 only in that the target person 70 is designated as "Mr. D in room 4."

As shown in FIG. 11, in the report, as information regarding changes in the position of the staff member 80, a plurality of movement lines of the staff member 80 heading toward the living room 4 are visualized in a viewable manner. Further, as information regarding the event, there is a description of "Mr. D in room 4" which is information indicating the target person 70 of the event, and a description of "continence care" which is information indicating the content of the event. . In the report of FIG. 11, the flow lines of the staff 80 are visualized and differentiated by event target person 70 and event content. Based on the flow lines on the map shown in FIG. 11, an analysis result can be obtained that, for example, "In the case of incontinence care for Mr. D in room 4, he is traveling back and forth between the warehouse and room 4." .

FIG. 12 is a diagram showing an example of a report in which the flow line of staff member A toward the room 4 is visualized.

The example shown in FIG. 12 is an example of report creation when the report creation condition specifies that a flow line for a specific staff member 80, ``Staff A,'' as he heads to ``Room 4'' is created. be. In the example in Figure 12, since the content of a specific event is not specified as a report creation condition, a report is created that shows staff A's flow line for all events handled by staff A during the report creation period. be done.

As shown in FIG. 12, in the report, multiple lines of movement of staff member A are expressed as information regarding changes in the position of staff member 80. Further, as information regarding the event, a description of "room 4", which is information regarding the target person 70 of the event, is expressed. In the report of FIG. 12, the flow lines of the staff 80 are visualized and differentiated for each event target person 70 and corresponding staff 80. In the report of FIG. 12, for example, an analysis result such as "Staff A is heading straight to room 4" may be obtained.

FIG. 13 is a diagram illustrating an example of a report in which the flow line of staff B heading toward the room 4 is visualized.

The example in FIG. 13 is an example of report creation when the report creation condition specifies that a flow line for a specific staff member 80, ``Mr. Staff B,'' as he heads to ``Room 4'' is created. be. The report creation conditions in the example of FIG. 13 differ from the creation conditions in the example of FIG. 12 only in that the designation of the staff member 80 is "Staff B."

As shown in FIG. 13, in the report, multiple lines of movement of staff member B are expressed as information regarding changes in the position of staff member 80. Further, as information regarding the event, a description of "room 4", which is information regarding the target person 70 of the event, is expressed. In the report of FIG. 13, the flow lines of the staff members 80 are visualized and differentiated for each event target person 70 and corresponding staff member 80. In the report of FIG. 13, for example, the analysis result that "Staff B makes many trips between the warehouse and room 4" can be obtained.

FIG. 14 is a diagram showing an example of a report in which the flow lines of a plurality of staff members are visualized and differentiated for each staff member.

In the example shown in FIG. 14, a plurality of staff members 80, "Mr. Staff A" and "Mr. Staff B", are specified as the report creation conditions, the target persons 70 and the contents of the event are not specified, and when heading to each room, This is an example of creating a report when it is specified to create a flow line.

As shown in FIG. 14, in the report, as information regarding the change in the position of the staff member 80, a plurality of flow lines of staff member A and staff member B are expressed in a differentiated manner. For example, in FIG. 14, the flow line indicated by a solid line indicates the flow line of staff member A, and the flow line indicated by a broken line indicates the flow line of staff member B.

In the report of FIG. 14, for example, analysis results regarding the work situation such as the work load and work quality of each staff member 80 can be obtained from the length, shape pattern, density, etc. of each staff member A's and staff member B's flow lines. . For example, in FIG. 14, it can be determined that staff A's flow line extends farther from the entrance of each room than staff B's flow line. As a result, it may be possible to obtain an evaluation that, for example, staff member A enters deep into the room and provides careful treatment near the subject 70. Further, it can be determined that staff A's flow line has a high density in the staircase portion. As a result, it can be evaluated that Staff A frequently uses the stairs and moves across floors to perform his/her work. On the other hand, it can be determined that Staff B's flow line is shorter in length, simpler in shape, and less dense than Staff A's flow line. As a result, it is possible to obtain an evaluation that Staff B moves efficiently and responds. The above evaluation may be output in the report. For example, the administrator 90 who has confirmed the report can consider business improvement based on the evaluation based on the above-mentioned flow line analysis. Furthermore, the administrator 90 can more effectively consider business improvements by combining other reports regarding the number of responses, response quality, etc., and interviews with each staff member 80.

FIG. 15 is a diagram showing an example of a report that visualizes the staff's stay time at each location.

The example shown in FIG. 15 is an example of report creation when the report creation condition specifies that a diagram showing the stay time of each staff member 80 at each location is to be created.

As shown in FIG. 15, in the report, as information regarding changes in the positions of the staff members 80, the length of stay time of each staff member 80 at each position corresponds to the size of the circular figure placed at each position. It is attached and expressed. In other words, each staff member 80 stays at the position where the large circle is placed for a long time.

In the report of FIG. 15, for example, it can be determined that the position where each staff member 80 spends the longest time is the waiting room, and the room where each staff member 80 spends the longest time is the living room 4. From this, it can be estimated that each staff member 80 often moves from the waiting room to the living room 4 to provide assistance. It may also be determined that the stay time in the living room 3, which is located closer to the waiting room than the living room 4, is shorter than the staying time in the living room 4. It is estimated that the efficiency of the response by the staff 80 will be improved by locating the room that the staff 80 frequently visits near the location where the most staff 80 are located. Therefore, as an analysis result in the report, a proposal for business improvement such as changing the arrangement of Mr. D in Room 4 and Mr. C in Room 3 may be output.

FIG. 16 is a diagram illustrating an example of a report that includes staff flow lines corresponding to an event, analysis results, and business improvement proposals.

In the example shown in Figure 16, the condition for creating a report is to analyze and compare the flow line for incontinence care for Mr. C in room 3 and the flow line for incontinence care for Mr. D in room 4, and create an improvement proposal. This is an example of creating a report when is specified.

As shown in Figure 16, in the report, the flow line toward incontinence care for Mr. C in Room 3 and the flow line toward incontinence care for Mr. D in Room 4 are listed and visualized for comparison and analysis. . As a result of the analysis, the flow line for incontinence care of Mr. C in living room 3 is associated with text information such as "If you go to incontinence care for Mr. C in living room 3, you will not go to the warehouse." Similarly, in the flow line for incontinence care for Mr. D in room 4, there is a text that says, ``In the case of incontinence care for Mr. D in room 4, the flow goes back and forth between the warehouse and room 4.'' Information is associated. Furthermore, based on the analysis results of the two types of flow lines mentioned above, an improvement proposal was made to ``swap the rooms of Mr. C and Mr. D'' and ``change the location of materials placed in the warehouse.'' is output. For example, by swapping the residents in room 3 and room 4, Mr. D's room will become room 3, which is closer to the warehouse, which will shorten the travel distance between Mr. D's incontinence care and the warehouse, and staff 80 can be made more efficient and business improvements can be made. Alternatively, by changing the storage location of the materials needed for Mr. D's incontinence care that are placed in the warehouse to Mr. D's room, etc., it is possible to eliminate the need to move to and from the warehouse for Mr. D's incontinence care. , it is possible to improve the efficiency of the response by the staff 80 and improve business operations.

The above analysis can also be performed based on information regarding the length of each flow line acquired by the control unit 21 of the server 20. For example, the control unit 21 obtains the total length of a plurality of flow lines heading for incontinence care for Mr. C in living room 3, and the total length of a plurality of flow lines heading for incontinence care for Mr. D in living room 4, respectively. . Then, the control unit 21 calculates the total length of the flow line when the subject person 70 moving into each room or the arrangement of the materials placed in the warehouse is changed using estimation techniques such as various simulations and machine learning. . As a result, the control unit 21 creates, as an analysis result, a proposal for changes in the placement of the target person 70 or materials that will shorten the total length of the calculated flow lines in order to make the response by the staff 80 more efficient. can do.

FIG. 17 is a diagram illustrating an example of a report that includes staff flow lines corresponding to an event, analysis results, and business improvement proposals.

In the example shown in Figure 17, the report creation condition specifies that the flow line of staff A heading towards room 4 and the flow line of staff B heading towards room 4 should be analyzed and compared to create an improvement proposal. This is an example of creating a report when

As shown in FIG. 17, in the report, the line of flow of staff A heading toward room 4 and the line of flow of staff B heading towards room 4 are visualized so that they can be viewed at a glance. As a result of the analysis, text information such as "Staff A is heading straight to room 4" is associated with the flow line in which staff member A heads toward room 4. Similarly, the flow line of Staff B heading towards Room 4 is associated with the text information "Staff B often makes round trips between the warehouse and Room 4" as an analysis result. Furthermore, based on the analysis results of the above two types of flow lines, an improvement proposal was made such as ``Change the division of duties so that Staff A handles room 4'' and ``Conduct a hearing with Staff B.'' The proposal is output. For example, by changing the division of work so that Staff A handles Room 4, staff B will no longer have to go back and forth to the warehouse, which would occur if Staff B handles the work, making staff B's response more efficient. You can improve your business. Alternatively, by interviewing Staff B, it is possible to understand the reason why Staff B is commuting between Room 4 and the warehouse, and it is possible to improve the efficiency of Staff B's response. .

FIG. 18 is a diagram illustrating an example of a report that includes a proposal for business improvement based on the flow line of staff responding to an event.

In the example of FIG. 18, as a condition for creating a report, the flow lines of a plurality of staff members 80 corresponding to different target persons 70 in different activity areas are acquired, and based on the information regarding the length of the flow lines, the flow lines of the staff members 80 are This is an example of creating a report when it is specified to create a proposal to change the activity area of the staff member 80 so that the staff 80 can respond more efficiently. The first and second floors of nursing care facilities, etc. are designated as the activity area. Staff A and B are designated as the staff 80 on the first floor, and staff C and D are designated as the staff 80 on the second floor.

As shown as "Current Status" in Figure 18, the report includes the current daily average length of the flow line for each staff member 80, the daily average length of the flow line for each floor, and the current flow line length for each staff member 80. The event average of line length and the event average of flow line length for each floor are shown. In the example in Figure 18, for example, the daily average value of the length of the flow line for each floor and the event average value of the length of the flow line for each floor vary greatly depending on the floor, and the It can be analyzed that an equilibrium has occurred. Therefore, by changing the activity area of the staff 80 so that these values are equalized between floors, it is possible to eliminate the above-mentioned imbalance and improve business operations. Therefore, as shown as "change proposal" in FIG. 18, as an analysis result in the report, a change proposal to swap the activity areas of staff B and staff D is visualized together with the estimated change result. By implementing this proposal, the daily average value of the length of flow lines for each floor and the event average value of the length of flow lines for each floor will be equalized on the 1st and 2nd floors, and This can lead to business improvements by resolving imbalances.

Although the flow lines are not displayed in the report of FIG. 18, the flow lines of each staff member 80 created on the maps of the first floor and the second floor may be visualized in the report.

Further, in the report of FIG. 18, various numerical values are visualized in a table format, but for example, various numerical values may be visualized in a graphical format for each series in a graph format such as a bar graph or a line graph.

This embodiment has the following effects.

The obtained information regarding the change in the position of the staff member 80 corresponding to the event of the target person 70 and the information regarding the event are recorded in association with each other, and a report is created in which each piece of information recorded in association is associated and visualized. and output it. As a result, the movements of the staff 80 in response to the events of the target person 70 are appropriately visualized, so the work status of each staff 80 can be regularly grasped and analyzed, effectively supporting business improvement. be able to.

Furthermore, the generated report includes at least one of figures, tables, and graphs. Thereby, the movements of the staff 80 can be visualized more effectively, and the work status of each staff 80 can be grasped and analyzed more appropriately and efficiently.

Further, the information regarding the change in position includes information indicating the flow line of the staff member 80. Thereby, it is possible to more appropriately and efficiently understand the movements of the staff 80 in response to an event, and it is possible to understand and analyze the work status of the staff 80 and points for improvement in the work.

Furthermore, the information regarding the change in location includes information indicating the length of stay of the staff member 80 at each location. Thereby, it is possible to appropriately and efficiently understand the staff member's 80's stay location and the time spent at each location, and it is possible to understand and analyze the work situation of the staff member's 80 and points for improvement in the work.

Furthermore, the information regarding the event includes information regarding the target person 70 of the event. This makes it possible to appropriately and efficiently understand the movements of the staff 80 for each event target 70, and to understand and analyze the work status of the staff 80 and work improvements for each event target 70. be able to.

Furthermore, the information regarding the event includes information regarding the content of the event. Thereby, it is possible to appropriately and efficiently understand the movements of the staff 80 for each event content, and it is possible to understand and analyze the work status of the staff 80 for each event content and points for improvement in business.

Further, for each of the plurality of events, information regarding the transition in the position of the corresponding staff member 80 is acquired and recorded in association with the information regarding each event, and the information regarding the transition in the plurality of recorded positions is visualized in a listable manner. Create a report. As a result, the movements of the staff 80 regarding a plurality of events can be checked all at once, so that the work status of the staff 80 can be more appropriately understood and analyzed.

Further, for each of a plurality of events, information regarding the event target person 70 is acquired and recorded, and a report is created so that the information regarding the recorded position transition is visualized separately for each target person 70. Thereby, the movements of the staff 80 for each event target person 70 can be appropriately and efficiently grasped. For example, more effective analysis can be performed by comparing the movements of the staff 80 for each subject 70.

Furthermore, for each of a plurality of events, information regarding the content of the event is acquired and recorded, and a report is created so that the information regarding the transition of the recorded position is visualized for each content. Thereby, the movements of the staff 80 for each event content can be appropriately and efficiently grasped. For example, more effective analysis can be performed by comparing the movements of the staff 80 for each event content.

Furthermore, information regarding the transition of the position of each of the plurality of staff members 80 is acquired and recorded in association with information regarding each event to which each staff member 80 corresponds, and the information regarding the recorded position transition is visualized for each staff member 80. Create a report so that Thereby, the movements of each staff member 80 in response to an event can be appropriately and efficiently grasped. For example, more effective analysis can be performed by comparing the movements of each staff member 80.

Further, information regarding the change in position is obtained from the time when the staff 80 starts responding to an event until it ends. Thereby, the movements of the staff 80 when responding to an event can be appropriately and efficiently grasped.

Furthermore, a map showing the activity area of the staff member 80 is obtained, and a report is created so that information regarding changes in position is visualized in association with the map. Thereby, the movements of the staff 80 can be grasped in association with the structure of the activity area of a nursing care facility, etc., and the work situation of the staff 80 can be grasped and analyzed more appropriately and efficiently.

Furthermore, information regarding changes in the positions of a plurality of staff members 80 corresponding to events of different target persons 70 located in different activity areas is acquired and recorded in association with information regarding the event, and information regarding changes in the recorded positions is obtained. Create a report by associating each with multiple maps showing different activity areas. This makes it possible to grasp and analyze the work status of each staff member 80 who responds to events in different activity areas, such as different floors of a nursing care facility, for each activity area, thereby more effectively supporting work improvement. Can be done.

Furthermore, the movement lines of a plurality of staff members 80 are acquired and recorded as information regarding changes in position, and the responses by the staff members 80 are made more efficient based on the information regarding the length of the recorded movement lines of the plurality of staff members 80. Create a proposal to change the activity area of the staff 80 and include it in the report. As a result, it is possible to create a proposal for changing the activity areas of the staff 80 in order to improve the efficiency of the response by each staff 80, taking into account the workload and work efficiency of each staff 80 who respond to events in different activity areas. , can more effectively support business improvement.

Furthermore, a proposal for changing the activity areas of the staff members 80 so that the average length of the flow lines of the plurality of staff members 80 in each activity area is equalized among the activity areas is created and included in the report. As a result, it is possible to create a proposal to change the activity area of the staff 80 so that the work load and work efficiency of each staff 80 who respond to events in different activity areas is leveled, and work improvements can be made more effectively. We can support you.

Further, the map includes information regarding the location of at least one of the target person 70 and materials necessary for responding to the event, and based on the information regarding the transition of the position of the staff 80 and the information regarding the location included in the map. A proposal for changing the arrangement of at least one of the target person 70 and materials so as to make the response by the staff 80 more efficient is created and included in the report. As a result, it is possible to create a proposal to change the arrangement of the target person 70 and materials in order to improve the efficiency of the response by the staff 80, taking into account the movement of the staff 80 and the arrangement of the target person 70 and materials, and to improve business operations. We can support you more effectively.

Furthermore, a plurality of movement lines of the staff 80 corresponding to events of a plurality of different subjects 70 are acquired and recorded as information regarding position transition, and a plurality of movement lines of the staff 80 corresponding to the acquired plurality of different subjects 70 are recorded. The total length is calculated, and a proposal for changing the placement of at least one of the target person 70 and the materials on the map so that the total length is shortened is created and included in the report. As a result, it is possible to create a proposal for changing the arrangement of the target person 70 and materials in order to make the response by the staff 80 more efficient, taking into consideration the work load and work efficiency of the staff 80 and the arrangement of the target person 70 and materials. , can more effectively support business improvement.

Furthermore, information indicating the length of stay of the staff member 80 at each position is acquired and recorded as information regarding the change in position, and based on the recorded length of stay, the target person 70 is arranged so as to make the response by the staff member 80 more efficient. Output the report with suggestions for changing it. As a result, it is possible to create a proposal to change the placement of the target person 70 in order to improve the efficiency of the response by the staff 80, taking into consideration the location of the staff 80 and the time spent at each location, thereby making work improvements more effective. can be supported.

Furthermore, a proposal is made to change the placement of the subject 70 so that the subject 70 in the room where the staff 80 spends a long time is placed near the position where the staff 80 spends a long time, and is included in the report. Thereby, it is possible to create a proposal to change the placement of the target person 70 so that the distance traveled by the staff member 80 who handles the service is shortened, and it is possible to support business improvement more effectively.

Furthermore, report creation conditions including at least one of designation of information regarding the event and designation of staff 80 are accepted, and a report is created based on the received creation conditions. As a result, it is possible to flexibly create a report according to the content to be analyzed by specifying desired creation conditions, and it is possible to more appropriately and efficiently analyze the movements of the staff 80 in response to the event of the target person 70. This allows for more effective support for business improvement.

The configuration of the monitoring system 1 explained above is the main configuration explained in explaining the features of the above-mentioned embodiment, and is not limited to the above-mentioned configuration, and can be variously modified within the scope of the claims. . Moreover, the configuration provided in a general monitoring system is not excluded.

For example, the administrator terminal 30, the staff terminal 40, or the detection unit 10 may have some or all of the functions that the server 20 has.

Further, the detection unit 10, the server 20, the administrator terminal 30, and the staff terminal 40 may each be configured with a plurality of devices, or one of the devices may be included in another device and configured as a single device. You can.

Further, in the flowchart described above, some steps may be omitted, and other steps may be added. Further, a part of each step may be executed simultaneously, or one step may be divided into a plurality of steps and executed. Furthermore, the order of execution of each step may be changed.

Furthermore, the diagrams showing flow lines and stay times included in the reports illustrated in FIGS. 10 to 18 may be visualized by being combined with each other. For example, the flow line in FIG. 10 and the flow line in FIG. 11 may be visualized by being superimposed on one map. At this time, each flow line may be visualized in a distinct manner by varying the display mode such as the color, shape, or pattern of each flow line, or the display timing. Alternatively, an instruction to select a flow line to be displayed may be received on the input unit 34 of the administrator terminal 30 or the like that displays the report, and the flow line to be displayed may be switched based on the received instruction.

Further, diagrams showing flow lines and residence time may be overlapped and visualized. As a result, the movement of the staff 80 and the state of stay at each location can be grasped at once, and the work situation of the staff 80 can be grasped and analyzed more effectively.

Further, in the above description, an example was explained in which the flow line is expressed by a solid line or a broken line, but the method of expressing the flow line is not limited to this. For example, the flow line may be expressed by a plurality of figures or objects such as arrows that are continuous at intervals. Furthermore, the above-mentioned figures and objects may be displayed while being moved at different times so as to reproduce the movement of the staff member 80.

Further, in the above description, an example was explained in which the length of the stay time is visualized in association with the size of a circular figure, but the method of expressing the length of the stay time is not limited to this. For example, the length of stay may be expressed by a polygonal figure or the size of various objects, or may be expressed in association with a color or pattern. For example, by associating locations with long stay times with colors such as red, and visualizing locations with short stay times with colors such as white or yellow, you can more intuitively see the length of stay at each location. can be grasped.

Furthermore, by changing the display mode such as the color, shape, and pattern of the flow line depending on the position within one flow line, it is possible to simultaneously visualize the movement and the length of stay of the staff member 80 using one flow line. good. For example, in a certain flow line, areas where the stay time is long are expressed by making the line thicker or colored red, etc., and areas where the stay time is short are expressed by increasing the thickness of the flow line. It may be expressed by making it thinner or adding a color such as white or yellow.

Further, other contents may be added to the reports illustrated in FIGS. 10 to 18, or some contents may be omitted.

Further, the means and methods for performing various processes in the monitoring system 1 according to the embodiment described above can be realized by either a dedicated hardware circuit or a programmed computer. The program may be provided on a computer-readable recording medium such as a USB memory or a DVD (Digital Versatile Disc)-ROM, or may be provided online via a network such as the Internet. In this case, the program recorded on the computer-readable recording medium is usually transferred and stored in a storage unit such as a hard disk. Further, the above program may be provided as a standalone application software, or may be incorporated as one function into the software of the device such as the detection section.

This application is based on a Japanese patent application (Japanese Patent Application No. 2018-122278) filed on June 27, 2018, the disclosure content of which is referenced and incorporated in its entirety.

1 Monitoring system,
10 detection unit,
11 control unit,
12 Communications Department,
13 camera,
14 Nurse call department,
15 Audio input/output section,
20 server,
21 control unit,
22 Communications Department,
23 storage section,
30 Administrator terminal,
31 control unit,
32 Communications Department,
33 Display section,
34 input section,
40 Staff terminal,
41 control unit,
42 Radio Communications Department,
43 Display section,
44 input section,
45 Audio input/output section,
46 Position acquisition unit,
50 network,
51 Access point,
60 beds,
70 Target people,
80 staff,
90 Administrator.

Claims (25)

Step (a) of correlating and recording the obtained information regarding the change in the position of the staff member corresponding to the event of the target person and the information regarding the event;
a step (b) of creating a report in which each piece of information recorded in association in the step (a) is associated and visualized;
a step (c) of outputting the report created in the step (b);
including;
further comprising a step (d) of obtaining a map indicating the activity area of the staff,
The step (b) is to create the report so that the information regarding the change in the position recorded in the step (a) is visualized in association with the map obtained in the step (d);
The step (a) is to obtain information regarding changes in the positions of a plurality of staff members corresponding to events of different subjects located in different activity areas, and to record the information in association with information regarding each of the events;
The step (b) is to generate the report by associating the information regarding the change in the position recorded in the step (a) with the plurality of maps showing the different activity areas acquired in the step (d). create and
The step (a) includes acquiring and recording the movement lines of the plurality of staff members as information regarding the transition of the position;
Based on the information regarding the length of the movement line of the plurality of staff members recorded in the step (a), create a proposal to change the activity area of the staff member so as to make the response by the staff member more efficient, and create the report. A report output program for causing a computer to execute a process further including step (e) of including the process. The step (e) is to create a proposal for changing the activity area of the staff so that the average length of the movement line of the plurality of staff in each activity area is equalized among the activity areas. The report output program according to claim 1, wherein the report output program includes the following information in the report. Step (a) of correlating and recording the obtained information regarding the change in the position of the staff member corresponding to the event of the target person and the information regarding the event;
a step (b) of creating a report in which each piece of information recorded in association in the step (a) is associated and visualized;
a step (c) of outputting the report created in the step (b);
including;
further comprising a step (d) of obtaining a map indicating the activity area of the staff,
The step (b) is to create the report so that the information regarding the change in the position recorded in the step (a) is visualized in association with the map obtained in the step (d);
The map includes information regarding the location of at least one of the target person and materials necessary for responding to the event,
At least one of the target person and the materials so as to make the response by the staff more efficient based on the information regarding the transition of the position recorded in the step (a) and the information regarding the arrangement included in the map. A report output program for causing a computer to perform a process further comprising a step (f) of creating a proposal for changing the arrangement and including it in the report. The step (a) includes acquiring and recording a plurality of movement lines of the staff corresponding to different events of the plurality of subjects as information regarding the transition of the position;
The step (f) calculates the total length of the plurality of movement lines of the staff regarding the plurality of different subjects recorded in the step (a), and calculates the length of the plurality of flow lines of the staff member recorded in the step (a), and calculates the length of the plurality of flow lines of the staff member recorded in the step (a), and calculates the length of the plurality of flow lines of the staff member recorded in the step (a), and calculates the length of the plurality of flow lines of the staff member recorded in the step (a). 4. The report output program according to claim 3, wherein a proposal for changing the arrangement of at least one of the target person and the material on the map is created and included in the report. Step (a) of correlating and recording the obtained information regarding the change in the position of the staff member corresponding to the event of the target person and the information regarding the event;
a step (b) of creating a report in which each piece of information recorded in association in the step (a) is associated and visualized;
a step (c) of outputting the report created in the step (b);
including;
The step (a) includes acquiring and recording information indicating the length of stay of the staff member at each location as information regarding the transition of the location;
The method further comprises a step (g) of creating a proposal for changing the arrangement of the subject person so as to streamline the response by the staff based on the stay time recorded in the step (a) and including the proposal in the report. death,
The step (g) involves arranging the subject so that the subject whose stay time is long in the room where the staff member is located is placed near the position where the stay time is long recorded in the step (a). A report output program for causing a computer to create a proposal for change and include it in the report. Step (a) of correlating and recording the obtained information regarding the change in the position of the staff member corresponding to the event of the target person and the information regarding the event;
a step (b) of creating a report in which each piece of information recorded in association in the step (a) is associated and visualized;
a step (c) of outputting the report created in the step (b);
including;
In the step (a), when the event is detected , based on information detected by the detection unit that detects the behavior of the subject, information regarding the change in the staff member's position and information regarding the event are handled. and record it.
The step (a) includes acquiring information regarding the transition of the position of the corresponding staff member for each of the plurality of events, and recording the information in association with information regarding each of the events;
The step (b) is a report output program for causing a computer to execute a process of creating the report in which the information regarding the transition of the plurality of positions recorded in the step (a) is visualized in a tabular manner. 7. The report output program according to claim 1, wherein the report created in step (b) includes at least one of a diagram, a table, and a graph. 8. The report output program according to claim 1, wherein the information regarding the change in position includes information indicating the flow line of the staff. 9. The report output program according to claim 1, wherein the information regarding the change in location includes information indicating the length of stay of the staff at each location. 10. The report output program according to claim 1, wherein the information regarding the event includes information regarding a target person of the event. 11. The report output program according to claim 1, wherein the information regarding the event includes information regarding the content of the event. The step (a) includes acquiring information regarding the transition of the position of the corresponding staff member for each of the plurality of events, and recording the information in association with information regarding each of the events;
The report according to any one of claims 1 to 11, wherein the step (b) creates the report in which information regarding the transition of the plurality of positions recorded in the step (a) is visualized in a listable manner. Output program. The step (a) includes acquiring and recording information regarding the target person of the event for each of the plurality of events;
13. The report output program according to claim 12, wherein the step (b) creates the report so that the information regarding the transition of the position recorded in the step (a) is visualized separately for each subject. The step (a) includes acquiring and recording information regarding the content of the event for each of the plurality of events;
The report according to claim 12 or 13, wherein the step (b) creates the report so that the information regarding the transition of the position recorded in the step (a) is visualized separately for each content. Output program. The step (a) is to obtain information regarding changes in the positions of each of the plurality of staff members and record the information in association with information regarding each event to which each staff member corresponds;
According to any one of claims 1 to 14, in the step (b), the report is created so that the information regarding the transition of the position recorded in the step (a) is visualized separately for each staff member. Report output program described. 16. The report output program according to claim 1, wherein the information regarding the change in position is obtained from when the staff starts responding to the event until it ends. further comprising a step (h) of receiving a report creation condition including at least one of a specification of information regarding the event and a specification regarding the staff;
17. The report output program according to claim 1, wherein the step (b) creates the report based on the creation conditions accepted in the step (h). Step (a) in which the computer associates and records the obtained information regarding the change in the position of the staff member corresponding to the event of the target person and the information regarding the event;
a step (b) in which the computer creates a report in which each piece of information recorded in correspondence in step (a) is correlated and visualized;
step (c) in which the computer outputs the report created in step (b);
including;
The computer further comprises a step (d) of obtaining a map indicating the activity area of the staff member,
The step (b) is to create the report so that the information regarding the change in the position recorded in the step (a) is visualized in association with the map obtained in the step (d);
The step (a) is to obtain information regarding changes in the positions of a plurality of staff members corresponding to events of different subjects located in different activity areas, and to record the information in association with information regarding each of the events;
The step (b) is to generate the report by associating the information regarding the change in the position recorded in the step (a) with the plurality of maps showing the different activity areas acquired in the step (d). create and
The step (a) includes acquiring and recording the movement lines of the plurality of staff members as information regarding the transition of the position;
Based on the information regarding the length of the movement line of the plurality of staff members recorded in the step (a), create a proposal to change the activity area of the staff member so as to make the response by the staff member more efficient, and create the report. A report output method further comprising step (e) of including in the report. Step (a) in which the computer associates and records the obtained information regarding the change in the position of the staff member corresponding to the event of the target person and the information regarding the event;
a step (b) in which the computer creates a report in which each piece of information recorded in correspondence in step (a) is correlated and visualized;
step (c) in which the computer outputs the report created in step (b);
including;
The computer further comprises a step (d) of obtaining a map indicating the activity area of the staff member,
The step (b) is to create the report so that the information regarding the change in the position recorded in the step (a) is visualized in association with the map obtained in the step (d);
The map includes information regarding the location of at least one of the target person and materials necessary for responding to the event,
At least one of the target person and the materials so as to make the response by the staff more efficient based on the information regarding the transition of the position recorded in the step (a) and the information regarding the arrangement included in the map. A report output method further comprising a step (f) of creating a proposal for changing the arrangement and including it in the report. Step (a) in which the computer associates and records the obtained information regarding the change in the position of the staff member corresponding to the event of the target person and the information regarding the event;
a step (b) in which the computer creates a report in which each piece of information recorded in correspondence in step (a) is correlated and visualized;
step (c) in which the computer outputs the report created in step (b);
including;
The step (a) includes acquiring and recording information indicating the length of stay of the staff member at each location as information regarding the transition of the location;
step (g) in which a computer generates and includes in the report, based on the length of stay recorded in step (a), a proposal for changing the placement of the subject so as to streamline the response by the staff; It further has
The step (g) involves arranging the subject so that the subject whose stay time is long in the room where the staff member is located is placed near the position where the stay time is long recorded in the step (a). A report output method that creates suggestions for changes and includes them in said report. Step (a) in which the computer associates and records the obtained information regarding the change in the position of the staff member corresponding to the event of the target person and the information regarding the event;
a step (b) in which the computer creates a report in which each piece of information recorded in correspondence in step (a) is correlated and visualized;
step (c) in which the computer outputs the report created in step (b);
including;
In the step (a), when the event is detected , based on information detected by the detection unit that detects the behavior of the subject, information regarding the change in the staff member's position and information regarding the event are handled. and record it.
The step (a) includes acquiring information regarding the transition of the position of the corresponding staff member for each of the plurality of events, and recording the information in association with information regarding each of the events;
The step (b) is a report output method for creating the report in which the information regarding the transition of the plurality of positions recorded in the step (a) is visualized in a listable manner. a recording unit that associates and records the acquired information regarding the change in the position of the staff member corresponding to the event of the target person and the information regarding the event;
a calculation unit that creates a report in which each piece of information recorded in association with the recording unit is visualized in association with each other;
an output unit that outputs the report created by the calculation unit;
a control unit;
has
The control unit obtains a map indicating the activity area of the staff,
The calculation unit creates the report so that information regarding the transition of the position recorded in the recording unit is visualized in association with the map acquired by the control unit,
The recording unit acquires information regarding changes in the positions of the plurality of staff members corresponding to events of different subjects located in different activity areas, and records the acquired information in association with information regarding each of the events;
The calculation unit creates the report by associating the information regarding the transition of the position recorded in the recording unit with each of the plurality of maps indicating the different activity areas acquired by the control unit,
The recording unit acquires and records the movement line of the plurality of staff members as information regarding the transition of the position,
The control unit creates a proposal for changing the activity area of the staff so as to make the response by the staff more efficient, based on information regarding the length of the movement line of the plurality of staff recorded in the recording unit. and a report output device included in the report. a recording unit that associates and records the acquired information regarding the change in the position of the staff member corresponding to the event of the target person and the information regarding the event;
a calculation unit that creates a report in which each piece of information recorded in correspondence in the recording unit is associated and visualized;
an output unit that outputs the report created in the calculation unit;
a control unit;
including;
The control unit obtains a map indicating the activity area of the staff,
The calculation unit creates the report so that information regarding the transition of the position recorded in the recording unit is visualized in association with the map acquired by the control unit,
The map includes information regarding the location of at least one of the target person and materials necessary for responding to the event,
The control unit controls the location of the target person and the materials so as to make the response by the staff more efficient based on the information regarding the transition of the position recorded in the recording unit and the information regarding the arrangement included in the map. A report output device that creates a proposal for changing at least one arrangement and includes it in the report. a recording unit that associates and records the acquired information regarding the change in the position of the staff member corresponding to the event of the target person and the information regarding the event;
a calculation unit that creates a report in which each piece of information recorded in correspondence in the recording unit is associated and visualized;
an output unit that outputs the report created in the calculation unit;
a control unit;
has
The recording unit acquires and records information indicating the stay time of the staff at each position as information regarding the transition of the position,
The control unit creates a proposal for changing the arrangement of the subject person so as to improve the efficiency of the response by the staff based on the stay time recorded in the recording unit, and includes it in the report;
The control unit proposes changing the placement of the target person so that the target person in the room where the staff member has a long stay time is placed near the position where the stay time is long recorded in the recording unit. A report output device for creating and including in said report. a recording unit that associates and records the acquired information regarding the change in the position of the staff member corresponding to the event of the target person and the information regarding the event;
a calculation unit that creates a report in which each piece of information recorded in correspondence in the recording unit is associated and visualized;
an output unit that outputs the report created in the calculation unit;
including;
The recording unit associates information regarding a change in the position of the staff member with information regarding the event when the event is detected , based on information detected by the detection unit that detects the behavior of the target person. record,
The recording unit acquires information regarding the transition of the position of the corresponding staff member for each of the plurality of events, and records the acquired information in association with information regarding each of the events;
The calculation unit is a report output device that creates the report in which information regarding the transition of the plurality of positions recorded in the recording unit is visualized in a listable manner.