WO2020003714A1 - Report output program, report output method, and report output device - Google Patents

Report output program, report output method, and report output device Download PDF

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Publication number
WO2020003714A1
WO2020003714A1 PCT/JP2019/017064 JP2019017064W WO2020003714A1 WO 2020003714 A1 WO2020003714 A1 WO 2020003714A1 JP 2019017064 W JP2019017064 W JP 2019017064W WO 2020003714 A1 WO2020003714 A1 WO 2020003714A1
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WO
WIPO (PCT)
Prior art keywords
subject
change
information
report
sleep state
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PCT/JP2019/017064
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French (fr)
Japanese (ja)
Inventor
寛 古川
武士 阪口
海里 姫野
恵美子 寄▲崎▼
遠山 修
藤原 浩一
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コニカミノルタ株式会社
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Application filed by コニカミノルタ株式会社 filed Critical コニカミノルタ株式会社
Priority to JP2020527233A priority Critical patent/JP7409305B2/en
Publication of WO2020003714A1 publication Critical patent/WO2020003714A1/en

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    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H40/00ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
    • G16H40/60ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices
    • G16H40/67ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices for remote operation
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/10Services
    • G06Q50/22Social work or social welfare, e.g. community support activities or counselling services
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H15/00ICT specially adapted for medical reports, e.g. generation or transmission thereof

Definitions

  • the present invention relates to a report output program, a report output method, and a report output device.
  • the present invention relates to a report output program, a report output method, and a report output device for outputting a report on a subject.
  • Japan's life expectancy has been remarkably prolonged due to the improvement of living standards, improvement of sanitary conditions, and improvement of medical care standards following the postwar economic growth. For this reason, coupled with a decrease in the birth rate, the aging society has a high aging rate. In such an aging society, an increase in the number of care recipients who need nursing care is expected due to illness, injury, aging, and the like.
  • the status of persons requiring care is reported in the facility.
  • the reported status of the subject includes, for example, the sleep status of the subject.
  • a technique for reporting a sleep state of a subject there is, for example, a technique described in Patent Document 1 below.
  • an evaluation report including a history of the sleep state of the subject (target person) for a predetermined period, an evaluation result of the sleep state, and the like is output.
  • an object of the present invention is to provide a report output program, a report output method, and a report output device capable of outputting a report visualizing a tendency of a sleep state of a subject before and after the change when a change occurs in the subject. To provide.
  • a report output program for causing a computer to output a report about a subject, wherein a procedure (a) for acquiring information about a change in the subject from stored information about the subject, and A step (b) of acquiring information on a sleep state of the subject, accumulated during a predetermined period including a day on which the change is made, based on the acquired information on the change; A step (c) of creating a report including a result of visualizing the tendency of the sleep state based on the acquired information on the sleep state, and a step (d) of outputting the report created in the step (c) ), And a report output program for causing a computer to execute a process including:
  • the sleep state includes at least one of a bedtime, a wake-up time, a sleep time, and the number of times of leaving the bed.
  • the process further includes a step (e) of receiving a selection of the factor when there are a plurality of the factors, and the change in the factor is a change in the factor received in the procedure (e).
  • the report output program according to (3) or (4).
  • the processing further includes a step (f) of determining whether or not there has been a change in the subject, and if it is determined in the step (f) that the change has occurred, the step (a) (1) to (1) to (4) wherein information on the change is obtained, information on the sleep state is obtained in the step (b), the report is created in the step (c), and the report is output in the (d).
  • the report output program according to any one of (5).
  • a report output method comprising: a step (c) of creating a report including a result of visualizing the above; and a step (d) of outputting the report created in the step (c).
  • a report including a result of visualizing the tendency of the sleep state of the subject based on the information on the sleep state of the subject based on the information on the sleep state of the subject accumulated for a predetermined period including the day on which the change has occurred in the subject. Is output.
  • a report is output in which the tendency of the subject's sleep situation before and after the change is visualized. Therefore, the user to whom the report is provided can easily understand the influence of the change in the subject on the sleep state of the subject.
  • FIG. 3 is a block diagram illustrating a hardware configuration of a detection unit.
  • FIG. 3 is a block diagram illustrating a hardware configuration of a server.
  • FIG. 4 is a block diagram illustrating functions of a control unit of the server. It is a figure showing the example of the report concerning this embodiment.
  • FIG. 3 is a block diagram illustrating a hardware configuration of an administrator terminal.
  • FIG. 2 is a block diagram illustrating a hardware configuration of the mobile terminal. 6 is a flowchart illustrating an operation of the server.
  • FIG. 1 is a diagram illustrating an entire configuration of a watching system
  • FIG. 2 is a diagram illustrating an example of a detection unit installed around a bed in a room of a subject.
  • the watching 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 communicably connected to each other by wire or wireless via a network 50 such as a LAN (Local Area Network), a telephone network or a data communication network.
  • the network 50 may include a repeater that relays a communication signal, such as a repeater, a bridge, a router, or a cross-connect.
  • 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. They are communicably connected to each other.
  • a wireless LAN for example, a LAN according to the IEEE 802.11 standard
  • the watching system 1 is provided at an appropriate place according to the target person 70.
  • the target person 70 (watching target person) is, for example, a patient who needs nursing due to illness or injury, a cared person who needs nursing care due to a decrease in physical ability due to the elderly, a single person living alone, and the like.
  • the target person 70 may be a person who needs to be detected when a predetermined inconvenient event such as an abnormal state occurs in the person.
  • the watching system 1 is suitably disposed in buildings such as hospitals, welfare facilities for the elderly, and dwelling units according to the type of the subject 70.
  • the watching system 1 is disposed in a facility building including a plurality of rooms (rooms) in which a plurality of subjects 70 enter and a plurality of rooms including a nurse station.
  • the detection unit 10 is arranged in each living room, which is the observation area of the subject 70.
  • the four detection units 10 are arranged in the rooms of the subjects 70, A, B, C, and D, respectively.
  • the bed 60 is included in the observation area of the detection unit 10.
  • the staff 80 who performs care (eg, care) for the target person 70 such as nursing or nursing carries the staff terminal 40 which is a portable terminal.
  • the server 20 may not be located at the nurse station, and may be an external server unit connected to the network 50.
  • FIG. 3 is a block diagram illustrating a hardware configuration of the detection unit.
  • the detection unit 10 includes a control unit 11, a communication unit 12, a camera 13, a nurse call unit 14, and a voice input / output unit 15, which are interconnected by a bus.
  • the control unit 11 includes a CPU (Central Processing Unit), a RAM (Random Access Memory), and a memory such as a ROM (Read Only Memory), and performs control and arithmetic processing of each unit of the detection unit 10 according to a program.
  • 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) for communicating with another device such as the server 20, the administrator terminal 30, or the staff terminal 40 via the network 50.
  • an interface circuit for example, a LAN card
  • the camera 13 is arranged, for example, on the ceiling of a living room or on an upper part of a wall, and captures an area including the bed 60 of the subject 70 as an observation area, and outputs a captured image (image data).
  • image data an image captured by the camera 13 is also simply referred to as a “photographed image”.
  • the captured image includes an image including the target person 70.
  • the photographed images include still images and moving images.
  • 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 target person 70 from the image captured by the camera 13. Recognized actions include, for example, “wake up” in which the target person 70 gets up from the bed 60, “gets out of bed”, “falls down” on the floor surface, and “falls down” that falls off the bed 60. included.
  • the control unit 11 detects a silhouette of an image (hereinafter, referred to as a “human silhouette”) from a plurality of captured images (moving images).
  • the human silhouette can be detected by, for example, extracting a range of pixels having a relatively large difference by a time difference method of extracting a difference between images whose shooting time is before and after.
  • the human silhouette may be detected by a background difference method that extracts a difference between the captured image and the background image. Whether the user wakes up, gets out of bed, falls, or falls is determined by the posture of the subject 70 (for example, standing, sitting, lying down, etc.) based on the detected human silhouette, and the relative positional relationship with the objects installed in the living room such as the bed 60. And so on.
  • Such recognition 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.
  • the present invention is not limited to this, and the server 20 may perform all or most of these processes, and the control unit 11 may transmit only the captured image to the server 20.
  • the control unit 11 transmits a notification to the effect that the action has occurred to the server 20 or the like.
  • control unit 11 may recognize “entering the bed” where the target person 70 enters the bed 60 from the image captured by the camera 13 and notify the server 20 or the like. In addition, from the captured image captured by the camera 13, the control unit 11 determines that the state where the target person 70 is in the observation area is in the living room (ie, “occupied”), and that the target person 70 is not in the observation area is not in the living room (ie, "Absence”) may be recognized and notified to the server 20 or the like.
  • the staff 80 is a person who performs various responses to the target person 70 according to the business. Services may include medical services and nursing care services.
  • the work of the staff 80 is a care work for the target person 70
  • the corresponding contents regarding each event will be described. "Waking 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 to 8 am), morning care is performed. This morning care includes face washing, tooth brushing assistance, denture wearing, changing clothes assistance, and the like.
  • a wheelchair transfer or walking assistance may be required.
  • an alert may be generated at a fixed time by the nurse call unit 14 or the like.
  • 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. The nurse call may be detected by a voice microphone instead of the push button type switch.
  • the control unit 11 sends a notification (nurse call notification) indicating that there is a nurse call via the communication unit 12 and the network 50. It is transmitted to the server 20 or the like.
  • the voice input / output unit 15 includes, for example, a speaker and a microphone, and enables voice communication by transmitting / receiving a voice signal to / from the staff terminal 40 or the like via the communication unit 12.
  • the voice 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 motion sensor that transmits and receives microwaves toward the bed 60 and detects Doppler shifts of microwaves caused by body movements (for example, respiratory movements) of the subject 70. May be further provided.
  • the body motion 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 a disturbance in the cycle of the body movement of the chest and a body movement of the chest that is equal to or less than a preset threshold value. When the amplitude is detected, it is recognized that the micro-body movement is abnormal.
  • the detection unit 10 determines whether the subject 70 goes to bed (enters the bed), wakes up, The sleep state of the subject 70 is detected by recognizing leaving the bed or the like.
  • the detection unit 10 measures the sleeping time (sleeping time), the wake-up time (wake-up time), the sleeping time, the number of times of sleep, and the like of the subject 70 as the sleep state of the subject 70.
  • the sleep time is the total sleep time from the bedtime to the wake-up time (that is, the time during which the user is not sleeping due to getting out of bed, etc.)
  • the number of sleeps is the sleep-to-wake time from the bedtime to the wake-up time.
  • the detection unit 10 may further measure a nap time (time spent taking a nap) or the like as a sleep state in the daytime in addition to a sleep state in the nighttime of the subject 70.
  • the detection unit 10 may detect the sleep state of the subject 70 more accurately by detecting the body motion of the chest of the subject 70 using the body motion sensor as described above.
  • the detection unit 10 may accurately measure the sleep time of the subject 70 using a body motion sensor instead of measuring the bedtime (bed time) of the subject 70 based on the captured image.
  • the detection unit 10 determines the sleep state of the subject 70 as a time during which the subject 70 is not sleeping in the time from the bedtime to the wake-up time (that is, a time during which the subject 70 is awake) or a time from the bedtime to the wake-up time.
  • the leaving time which is the total time of leaving the bed, may be further measured.
  • the detection unit 10 When detecting the sleep state of the target person 70, the detection unit 10 transmits (outputs) information about the sleep state of the target person 70 to the server 20.
  • the change in the state of the subject 70 recognized by the detection unit 10 is an event to be reported (notified) to the staff 80 such as getting up, leaving the bed, falling, falling down, or abnormal body movement. Is called an event.
  • the event includes a nurse call by the nurse call unit 14. That is, the detection unit 10 may detect a nurse call by the subject 70 as the movement of the subject 70 in the observation area.
  • the detection unit 10 transmits (outputs) information on the event that has occurred and the captured image to the server 20. Note that the sleep state of the subject 70 as described above may be detected in the server 20 based on event information transmitted to the server 20, a captured image, and the like.
  • FIG. 4 is a block diagram illustrating a hardware configuration of the server.
  • the server 20 as a report output device includes a control unit 21, a communication unit 22, and a storage unit 23.
  • the server 20 may be provided in the same building as the living room for the subject 70, or may be provided in a remote location and connectable via a network.
  • the server 20 may be a cloud server virtually constructed by a plurality of servers arranged on a network such as the Internet.
  • the components are communicably connected to each other by a bus. Since the control unit 21 and the communication unit 22 have the same functions as those of the components of the detection unit 10, detailed description will be omitted.
  • the storage unit 23 stores the program according to the present embodiment.
  • the above components of the server 20 are controlled by the control unit 21 according to a program.
  • the storage unit 23 stores and accumulates various types of information on the target person 70.
  • Information on the target person 70 (hereinafter, referred to as “target person information”) constitutes information on the behavior and state of the target person 70.
  • the target person information includes information on the sleep state of the target person 70 (hereinafter, referred to as “target person sleep state information”).
  • the subject sleep state information includes, for example, information regarding at least one of the bedtime, the wake-up time, the sleep time, and the number of times of leaving the bed of the subject 70 measured by the detection unit 10.
  • the target person information may further include information on a care plan for the target person 70 (hereinafter, referred to as “target person care plan information”).
  • the care plan is a plan of the contents of care and the like for the subject 70, and includes, for example, a plan for using a sleep-inducing agent before going to bed, a plan for exercising in the daytime, a plan for a nap, and a meal menu, a meal amount, a meal time, and the like. Including meal plans. That is, the target person care plan information includes, for example, information on at least one plan such as the usage amount, exercise amount, nap time, and meal content of the sleep inducer of the target person 70.
  • the care plan may be created by the administrator 90 in the administrator terminal 30 or may be created in any other computer terminal.
  • the subject information may further include nursing records, event information, captured images, open data, and various other information related to the subject 70.
  • the target person information includes, for example, the meal amount, the water intake amount, the blood pressure, the body temperature, the number of excretions, the number of leaving beds, the number of nurse calls, the state of the event, the room temperature of the room of the target person 70, It may further include information on humidity, weather in an area including the facility where the room of the subject 70 is located, and the like.
  • the storage unit 23 may further store and accumulate various types of information on the staff 80.
  • the information on the staff 80 may include, for example, information on the number of times corresponding to the event, the time required for responding to the event, and the like.
  • the server 20 wakes up, gets out of bed, falls, falls, falls, and abnormal body movements, which are detected by the detection unit 10 alone or in cooperation with the detection unit 10, based on the event information and the captured image received from the detection unit 10.
  • a nurse call or the like is related to which target person 70 is determined (identified). This determination is made by determining the target person 70 (that is, the resident of the room) associated with the room number where the detection unit 10 that has recognized the event is installed.
  • the target person 70 carries an IC tag
  • the determination of the target person 70 may be performed by reading the IC tag with an RFID reader provided in each living room.
  • the subject 70 may be determined by arranging the detection unit 10 for each bed 60.
  • the server 20 When the server 20 receives the event information from the detection unit 10, the server 20 transmits an event notification including the name, room number, and content of the event to the staff terminal 40 to the staff terminal 40. Inform 80 of the occurrence of the event and instruct it to respond to the event.
  • the server 20 creates and outputs a report on the subject 70. Reports may be generated and output periodically (eg, monthly). The report may be generated and output irregularly each time there is an instruction.
  • the report can be transmitted as data to any computer terminal such as the administrator terminal 30, the data can be transmitted to the computer terminal and the report can be displayed on the display unit, This includes transmitting data to the forming apparatus to output a report as a printed matter. In addition, this includes uploading data of the report to a place where the report can be viewed from the computer terminal through a browser by accessing the website of the facility from the computer terminal.
  • FIG. 5 is a block diagram showing functions of the control unit of the server.
  • control unit 21 of the server 20 reads the program and executes the processing, so that the input control unit 211, the storage control unit 212, the acquisition unit 213, the calculation unit 214, and the output control unit 215 are executed. Function.
  • the input control unit 211 receives the above-described subject person information via the communication unit 22.
  • the input control unit 211 receives, for example, subject sleep state information transmitted from the detection unit 10.
  • the input control unit 211 may further receive, for example, target person care plan information that is input to the administrator terminal 30 or the like by the administrator 90 or the like and transmitted from the administrator terminal 30 or the like.
  • the input control unit 211 may further receive, for example, information about a care record that is input to the staff terminal 40 by the staff 80 and transmitted from the staff terminal 40. Further, the input control unit 211 transmits the event information and the captured image transmitted from the detection unit 10, and each living room of the subject 70 transmitted from a thermo-hygrometer having a wireless transmission function provided in each living room of the subject 70. Information about the temperature and humidity, weather, etc. transmitted from a government agency or the like that provides open data may be further received.
  • the input control unit 211 receives, via the communication unit 22, the designation of the target person 70 for which a report is to be created, which is input to the input unit 34 of the administrator terminal 30.
  • the report includes, as a visualized result, at least one of a diagram, a table, and a graph (hereinafter, also referred to as a “visualized chart”) in which the tendency of the sleep state of the designated subject 70 is visualized. Details of the report will be described later with reference to FIG.
  • the input control unit 211 may further receive, via the communication unit 22, the designation of the item of the sleep state for which the report is to be created, which is input to the input unit 34 of the administrator terminal 30.
  • the items of the sleep state include, for example, bedtime, wake-up time, sleep time, and number of times of leaving the bed.
  • a candidate of the item of the sleep state is selectively displayed on the display unit 33 of the administrator terminal 30, and at least one of the items is input via the input unit 34 of the administrator terminal 30. , May be selected by the administrator 90 or the like.
  • the input control unit 211 may further receive, via the communication unit 22, the designation of the user to whom the report is provided, which is input to the input unit 34 of the administrator terminal 30.
  • the types of users may include, for example, the family of the subject 70, staff 80 and manager 90 of the facility where the subject 70 enters, and medical personnel such as doctors and nurses.
  • the input control unit 211 may further receive, via the communication unit 22, a comment of the administrator 90 or the like to be added to the report, which is input to the input unit 34 of the administrator terminal 30.
  • the storage control unit 212 stores the subject information as described above in the storage unit 23.
  • the date and time stored in the storage unit 23 is given to the subject person information.
  • the storage control unit 212 accumulates, for example, subject sleep state information and subject care plan information in the storage unit 23 as subject information.
  • the acquisition unit 213 acquires information necessary for creating a report from the subject person information stored in the storage unit 23.
  • the acquiring unit 213 acquires information on a change in the subject 70 (hereinafter, referred to as “subject change information”). For example, when the care plan for the target person 70 is changed, the acquisition unit 213 determines the target based on the target person care plan information stored in the storage unit 23 in response to some change in the target person 70. Obtain change information. The acquisition unit 213 confirms a change in the care plan by comparing, for example, daily care plan information of the subject stored in the storage unit 23, and acquires information on the change as subject change information. Alternatively, when there is a change in the care plan, information indicating that there has been a change may be stored in the storage unit 23, and the acquiring unit 213 targets information on the change in the care plan based on the information. It may be acquired as user change information.
  • subject change information information on a change in the subject 70
  • the change in the subject 70 includes, for example, a change in a factor affecting the sleep state of the subject 70, which is caused by a change in a care plan for the subject 70.
  • factors that affect the sleep status of the subject 70 include the amount of use of the sleep-inducing agent of the subject 70, the amount of exercise, the nap time, and the meal menu, the amount of meal, and the time of the meal, which are included in the care plan of the subject 70. And other meal contents. That is, examples of the change in the factor affecting the sleep state of the subject 70 include a change in the usage amount of the sleep-inducing agent of the subject 70, a change in the exercise amount, a change in the nap time, a change in the meal content, and the like. However, examples of factors that affect the sleep state of the subject 70 are not limited to these.
  • the acquisition unit 213 acquires the subject's sleep state information accumulated during a predetermined period as information necessary for creating a report in which the tendency of the sleep state of the subject 70 is visualized.
  • the predetermined period is a period that is set based on the day on which the subject 70 has changed as described above, and is, for example, an arbitrary period including the day on which the change has occurred. That is, the predetermined period may be, for example, one week including three days before the day on which the change has occurred in the subject 70 and four days after the day on which the change has occurred, but is not limited thereto. Not done.
  • the method by which the acquisition unit 213 acquires the subject change information is not limited to the example described above.
  • the acquisition unit 213 may acquire the subject change information based on, for example, the care record accumulated in the storage unit 23. In this case, it is assumed that, for example, at least one of a change in the amount of the sleep-inducing agent used by the subject 70, a change in the amount of exercise, a change in the nap time, a change in the meal content, and the like are input to the care record. Further, the obtaining unit 213 may obtain the subject change information provided by any other method.
  • the calculation unit 214 creates a report including a visualized chart based on information acquired as information necessary for creating a report.
  • the calculation unit 214 creates a report including at least one of a chart, a table, and a graph in which the tendency of the sleep state of the subject 70 is visualized based on the acquired subject sleep state information.
  • the output control unit (output unit) 215 outputs the created report via the communication unit 22.
  • FIG. 6 is a diagram showing an example of a report according to the present embodiment.
  • a report is shown in the case where the target person 70 for whom a report is to be created is Mr. A in Room 3. Further, as a visualization chart included in the report, a graph visualizing the tendency of the subject 70 at bedtime, wake-up time, sleep time, and the number of times of leaving the bed, and a table visualizing the trends of the sleep time and the number of times of leaving the subject 70 by numerical values. Are shown. In the example illustrated in FIG. 6, “lying down” corresponds to a state where the target person 70 is on the bed 60 and sleeping.
  • “occupied” corresponds to a state in which the subject 70 is on the bed 60 but not sleeping, or corresponds to a state in which the subject 70 has left the room
  • “absence” corresponds to a state in which the subject 70 is not in the room.
  • the items in the graph are not limited to the example shown in FIG.
  • the items in the graph are “sleep” corresponding to a state where the subject 70 is on the bed 60 and sleeping, and “awake” corresponding to a state where the subject 70 is on the bed 60 but not sleeping.
  • an item such as “leave bed” corresponding to the state in which the target person 70 has left the bed (regardless of whether or not he / she is in the living room).
  • a change in the subject 70 that is, a change in the usage amount (use or non-use) of the sleep-inducing agent (sleeping agent) of the subject 70 occurs on January 4. Therefore, a one-week report including three days before the day on which the change was made and four days after the day on which the change was made is shown. Accordingly, the user to whom the report is provided can be notified that the sleep state of the subject 70 has improved after the change, for example, by increasing the sleep time of the subject 70 or decreasing the number of times of leaving the bed. I can understand. As described above, in the present embodiment, a report that visualizes the tendency of the sleep state of the subject 70 before and after the change in the subject 70 is output, and the user can determine the effect of the change on the sleep state of the subject 70. Can be easily grasped.
  • a comment indicating the analysis result may be further added to the report.
  • a comment indicating that the sleep situation of the subject 70 has improved after using the sleep-inducing agent or that the amount of the sleep-inducing agent used is sufficient may be further added.
  • the analysis result is, for example, a program that performs statistical processing on the subject's sleep status information used to create the visualization chart, thereby identifying a tendency or singularity in the sleep status of the subject 70, and identifying the identified tendency or singularity.
  • Can be created by analyzing the facts corresponding to The analysis result may be automatically created by the control unit 21 using a machine learning technique such as deep learning.
  • a visualization chart scheduled to be included in the report may be temporarily displayed on the administrator terminal 30, and a comment input by the administrator 90 who has checked the visualization chart may be added to the report.
  • special items described in the care record may be diverted to the comment.
  • FIG. 7 is a block diagram illustrating a hardware configuration of the administrator terminal.
  • the administrator terminal 30 is a so-called PC (Personal Computer), and includes a control unit 31, a communication unit 32, a display unit 33, and an input unit 34, which are mutually connected by a bus.
  • PC Personal Computer
  • the control unit 31 includes a CPU, a RAM, a ROM, and the like as the same configuration as the control unit 11 of the detection unit 10.
  • 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 IEEE 802.11. The communication with each terminal connected to 50 is performed.
  • 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, and the like, and receives inputs of various information.
  • the administrator terminal 30 is used as a terminal for the administrator 90.
  • the administrator 90 is a person who is responsible for creating a report.
  • the administrator 90 is, for example, a manager that supervises a plurality of staffs 80.
  • the administrator terminal 30 receives from the administrator 90 the designation of the target person 70 for which a report is to be created, and transmits the report to the server 20.
  • the administrator terminal 30 may further receive designation of an item of a sleep state for which a report is to be created and designation of a user to whom a report is to be provided, and transmit the designation to the server 20.
  • the administrator terminal 30 once displays the visualization chart to be included in the report transmitted from the server 20, receives a comment input by the administrator 90 who has confirmed the visualization chart, and transmits the comment to the server 20. May be.
  • FIG. 8 is a block diagram illustrating a hardware configuration of the mobile terminal.
  • the staff terminal 40 includes a control unit 41, a wireless communication unit 42, a display unit 43, an input unit 44, and an audio input / output unit 45, which are interconnected by a bus.
  • the control unit 41 includes a CPU, a RAM, a ROM, and the like as the same configuration as the control unit 11 of the detection unit 10.
  • the wireless communication unit 42 enables wireless communication using a standard such as Wi-Fi or Bluetooth (registered trademark), and wirelessly communicates with each device via the access point 51 or directly.
  • the display unit 43 and the input unit 44 are touch panels, in which a touch sensor as the input unit 44 is superimposed on a display surface of the display unit 43 formed of a liquid crystal or the like.
  • the display unit 43 and the input unit 44 display various instructions to the staff 80.
  • the display unit 43 and the input unit 44 display an operation screen including an event notification, and receive various operations such as an input of an intention to respond to an event and an input of a nursing record through the operation screen.
  • the audio input / output unit 45 includes, for example, a speaker and a microphone, and enables the staff 80 to make a voice call with the detection unit 10 or another staff terminal 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 detection unit 10, the server 20, the administrator terminal 30, and the staff terminal 40 may include components other than the above components, or may not include some of the above components. .
  • 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.
  • the input control unit 211 receives the subject information (step S101).
  • the storage control unit 212 stores the subject person information received by the input control unit 211 by storing it in the storage unit 23 (step S102).
  • the storage control unit 212 stores the subject's sleep state information, the subject's care plan information, and the like in the storage unit 23 as the subject's information. Further, the processing of steps S101 and S102 is repeatedly executed, for example, every time the subject sleep state information is transmitted from the detection unit 10 or the subject care plan information is transmitted from the administrator terminal 30 or the like.
  • the input control unit 211 receives the specification from the administrator terminal 30 (step S103). Note that this step is not performed when creating a report for all the target persons 70 who move into the facility.
  • the input control unit 211 may further receive designation of a sleep condition item for which a report is to be created, designation of a user to whom the report is to be provided, and the like.
  • the acquisition unit 213 acquires subject change information from the stored subject information (step S104).
  • the acquiring unit 213 acquires the subject change information based on the subject care plan information stored in the storage unit 23 in step S102, for example.
  • the processing illustrated in FIG. 9 may be ended.
  • the acquisition unit 213 then stores the subject sleep state stored in the storage unit 23 as information for a predetermined period including the date on which the subject 70 has changed based on the subject change information acquired in step S104. Information is obtained (step S105).
  • the calculation unit 214 creates a result of visualizing the tendency of the sleep status of the subject 70, that is, a report including a visualized chart, based on the subject's sleep status information acquired in step S105 (step S106). Note that the arithmetic unit 214 once transmits the visualization chart scheduled to be included in the report to the administrator terminal 30 and, when receiving a comment to be added to the report from the administrator terminal 30, adds the comment to the report, Report may be created.
  • Step S107 The output control unit 215 outputs the report created in Step S106 (Step S107).
  • the sleep status of the target person 70 is calculated based on the information on the sleep status of the target person 70 accumulated in the predetermined period including the day on which the change occurred in the target person 70.
  • a report containing the results of visualizing the trend is output.
  • the sleep state of the subject 70 includes at least one of bedtime, wake-up time, sleep time, and number of times of leaving the subject 70. This allows the user to check the sleep state of the subject 70 from various viewpoints.
  • the change in the subject 70 includes a change in a factor that affects the sleep state of the subject 70. Thereby, the user can easily grasp the influence of the change in the factor affecting the sleep state of the subject 70 on the sleep state of the subject 70.
  • Changes in factors affecting the sleep status of the subject 70 include changes in at least one of the amount of use of the sleep-inducing agent, the amount of exercise, the nap time, and the meal content of the subject 70. This allows the user to change the amount of use of the sleep-inducing agent that directly affects the sleep state of the subject 70, or the amount of exercise, the nap time, and the meal content that are likely to have some influence on the subject 70. It is possible to easily understand the effect that actually has on the 70 sleep situations. That is, for example, the user determines whether or not use of the sleep-inducing agent is necessary, whether or not the amount of use is appropriate, or the like, and improves the sleep of the subject 70 for exercise, nap, and meal. Therefore, it can be determined whether or not appropriate measures have been taken. Therefore, the staff 80 as the user, the manager 90, and the like can reflect the determination result in a future care plan.
  • information on the change in the subject 70 is obtained based on information on a care plan for the subject 70.
  • the period for which the report is to be created is not specified, the period is set based on the change in the care plan, and a report in which the tendency of the sleep status of the subject 70 is visualized is output.
  • the configuration of the watching system described above is a main configuration in describing the features of the above embodiment, and is not limited to the above configuration, and can be variously modified within the scope of the claims.
  • the configuration provided in a general watching system is not excluded.
  • the predetermined period for which a report is to be created has been described as an arbitrary period including, for example, a day on which a change in a factor affecting the sleep state of the subject 70 has occurred.
  • the factor for setting the predetermined period is a factor selected at the time of outputting the report or in advance by the administrator 90. Is also good.
  • the predetermined period may be set based on the day when the amount of the sleep-inducing agent used by the subject 70 changes.
  • “exercise amount” is selected by the administrator 90
  • the predetermined period may be set based on the day when the exercise amount of the target person 70 has changed.
  • the candidates of the factors may be selectively displayed on the display unit 33 of the administrator terminal 30. Then, a factor for setting a predetermined period among the factor candidates may be selected by the administrator 90 via the input unit 34 of the administrator terminal 30.
  • the process illustrated in FIG. 9 may further include a step of receiving the selection of the factor from the administrator terminal 30 at least before step S104. Then, in step S104, information on a change in the accepted factor may be obtained as subject change information.
  • a report that visualizes the tendency of the sleep state of the subject 70 before and after the change in the selected factor among the plurality of factors affecting the sleep state of the subject 70 is output. Then, the user can easily grasp the influence of the change in the factor on the sleep state of the subject 70.
  • the report is described to be output periodically or irregularly each time there is an instruction. However, the report is automatically output when it is determined that there is a change in the target person 70. May be output.
  • the processing illustrated in FIG. 9 may further include a step of determining whether or not the subject 70 has changed at least before step S103. If it is determined that there is a change in the target person 70, it is determined in step S103 that the designation of the changed target person 70 has been accepted, and the changed target person 70 is determined in steps S104 to S107.
  • the processing may be performed automatically. As described above, when there are a plurality of factors that affect the sleep state of the subject 70, when it is determined that there is a change in the factors selected by the manager 90, the processes of steps S104 to S107 are performed. It may be performed automatically.
  • the subject sleep state information has been described to include the information on the wake-up time measured by the detection unit 10; It may further include information. Then, a report that visualizes the tendency of the time from getting up to leaving the bed may be output. Thus, for example, when the time is long, the user can recognize that the sleep inducer remains affected after the subject 70 wakes up, and that the subject 70 uses too much the sleep inducer.
  • the function provided in the server 20 may be provided in the administrator terminal 30 or the detection unit 10.
  • the detection unit 10, the server 20, the administrator terminal 30, and the staff terminal 40 may each be configured by a plurality of devices, or any one of the plurality of devices may be configured as a single device.
  • steps may be omitted from the flowchart described above, and other steps may be added. Further, some of the steps may be executed simultaneously, or one step may be divided into a plurality of steps and executed.
  • the sleep status of the plurality of subjects 70 may be visualized for each subject 70.
  • a comment for each target person 70 may be added to the report.
  • the improvement of the service for each target person 70 is realized as the whole facility.
  • the means and method for performing various processes in the watching system 1 according to the above-described embodiment can be realized by either a dedicated hardware circuit or a programmed computer.
  • the above program may be provided by 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.
  • the program recorded on the computer-readable recording medium is usually transferred and stored in a storage unit such as a hard disk.
  • the program may be provided as independent application software, or may be incorporated as one function into software of a device such as a detection unit.
  • 1 Watching system 10 detector, 11 control part, 12 communication unit, 13 cameras, 14 Nurse call department, 15 audio input / output unit, 20 servers, 21 control part, 211 input control unit, 212 storage control unit, 213 acquisition unit, 214 arithmetic unit, 215 output control unit, 22 communication unit, 23 storage unit, 30 administrator terminal, 31 control unit, 32 communication unit, 33 display unit, 34 input section, 40 staff terminals, 41 control unit, 42 wireless communication unit, 43 display unit, 44 input section, 45 voice input / output unit, 50 networks, 51 access points, 60 beds, 70 subjects, 80 staff, 90 Administrator.

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Abstract

[Problem] To provide a report output program which, when a change occurs in a subject, is capable of outputting a report visualizing trends in a sleeping state of the subject before and after the change. [Solution] This report output program causes a computer to output a report relating to a subject, and is a report output program for causing the computer to execute a process including procedures (a) to (d). Procedure (a) acquires information relating to a change in a subject from stored information relating to the subject. Procedure (b) acquires information relating to a sleeping state of the subject, accumulated during a predetermined period including the day on which the change occurred, on the basis of the information relating to the change, acquired in procedure (a). Procedure (c) creates a report including a result in which the sleeping state trend has been visualized, on the basis of the information relating to the sleeping state, acquired in procedure (b). Procedure (d) outputs the report created in procedure (c).

Description

レポート出力プログラム、レポート出力方法およびレポート出力装置Report output program, report output method, and report output device
 本発明は、レポート出力プログラム、レポート出力方法およびレポート出力装置に関する。特に、本発明は、対象者に関するレポートを出力するレポート出力プログラム、レポート出力方法およびレポート出力装置に関する。 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 for outputting a report on a subject.
 我が国は、戦後の高度経済成長に伴う生活水準の向上、衛生環境の改善、および医療水準の向上等により、長寿命化が顕著となっている。このため、出生率の低下と相まって、高齢化率が高い高齢化社会になっている。このような高齢化社会では、病気、怪我、および加齢等により、介護を必要とする要介護者等の増加が想定される。 寿命 Japan's life expectancy has been remarkably prolonged due to the improvement of living standards, improvement of sanitary conditions, and improvement of medical care standards following the postwar economic growth. For this reason, coupled with a decrease in the birth rate, the aging society has a high aging rate. In such an aging society, an increase in the number of care recipients who need nursing care is expected due to illness, injury, aging, and the like.
 老人福祉施設や病院等の施設では、要介護者等である介護等の対象者の当該施設における状況が報告される。報告される対象者の状況には、例えば、対象者の睡眠状況が含まれる。対象者の睡眠状況を報告するための技術としては、例えば、下記特許文献1に記載された技術がある。この技術では、被測定者(対象者)の所定期間の睡眠状態の履歴や、睡眠状態の評価結果等を含む評価レポートが出力される。 施 設 In facilities such as welfare facilities for the aged and hospitals, the status of persons requiring care, such as those requiring long-term care, is reported in the facility. The reported status of the subject includes, for example, the sleep status of the subject. As a technique for reporting a sleep state of a subject, there is, for example, a technique described in Patent Document 1 below. In this technology, an evaluation report including a history of the sleep state of the subject (target person) for a predetermined period, an evaluation result of the sleep state, and the like is output.
特開2015-171555号公報JP-A-2015-171555
 しかし、特許文献1に記載された技術では、単に所定期間分の対象者の睡眠状態が報告されるに過ぎない。このため、例えば、対象者の睡眠に影響する何らかの変化が発生した場合でも、当該変化が対象者の睡眠状況に与えた影響を、レポートの提供先のユーザーが容易に把握できないという問題がある。 However, according to the technique described in Patent Document 1, the sleep state of the subject for a predetermined period is simply reported. For this reason, for example, even when some change affecting the sleep of the target person occurs, there is a problem that the user to whom the report is provided cannot easily understand the influence of the change on the sleep state of the target person.
 本発明は、上述した課題に鑑みてなされたものである。したがって、本発明の目的は、対象者における変化が発生した場合に、当該変化の前後における対象者の睡眠状況の傾向を可視化したレポートを出力可能なレポート出力プログラム、レポート出力方法およびレポート出力装置を提供することである。 The present invention has been made in view of the above-mentioned problems. Therefore, an object of the present invention is to provide a report output program, a report output method, and a report output device capable of outputting a report visualizing a tendency of a sleep state of a subject before and after the change when a change occurs in the subject. To provide.
 本発明の上記課題は、以下の手段によって解決される。 上 記 The above object of the present invention is solved by the following means.
 (1)対象者に関するレポートをコンピューターに出力させるレポート出力プログラムであって、記憶された前記対象者に関する情報から前記対象者における変化に関する情報を取得する手順(a)と、前記手順(a)において取得された前記変化に関する情報に基づいて、前記変化があった日を含む所定の期間において蓄積された、前記対象者の睡眠状況に関する情報を取得する手順(b)と、前記手順(b)において取得された前記睡眠状況に関する情報に基づいて、前記睡眠状況の傾向を可視化した結果を含むレポートを作成する手順(c)と、前記手順(c)において作成された前記レポートを出力する手順(d)と、を含む処理をコンピューターに実行させるためのレポート出力プログラム。 (1) A report output program for causing a computer to output a report about a subject, wherein a procedure (a) for acquiring information about a change in the subject from stored information about the subject, and A step (b) of acquiring information on a sleep state of the subject, accumulated during a predetermined period including a day on which the change is made, based on the acquired information on the change; A step (c) of creating a report including a result of visualizing the tendency of the sleep state based on the acquired information on the sleep state, and a step (d) of outputting the report created in the step (c) ), And a report output program for causing a computer to execute a process including:
 (2)前記睡眠状況は、就寝時刻、起床時刻、睡眠時間および離床回数の少なくとも一つを含む上記(1)に記載のレポート出力プログラム。 (2) The report output program according to (1), wherein the sleep state includes at least one of a bedtime, a wake-up time, a sleep time, and the number of times of leaving the bed.
 (3)前記対象者における変化は、前記対象者の前記睡眠状況に影響する因子における変化を含む上記(1)または(2)に記載のレポート出力プログラム。 (3) The report output program according to (1) or (2), wherein the change in the subject includes a change in a factor affecting the sleep state of the subject.
 (4)前記因子における変化は、前記対象者の睡眠導入剤の使用量、運動量、昼寝時間および食事内容の少なくとも一つにおける変化を含む上記(3)に記載のレポート出力プログラム。 (4) The report output program according to (3), wherein the change in the factor includes a change in at least one of the usage amount, exercise amount, nap time, and meal content of the sleep inducer of the subject.
 (5)前記処理は、前記因子が複数ある場合、前記因子の選択を受け付ける手順(e)をさらに含み、前記因子における変化は、前記手順(e)において受け付けられた前記因子における変化である上記(3)または(4)に記載のレポート出力プログラム。 (5) The process further includes a step (e) of receiving a selection of the factor when there are a plurality of the factors, and the change in the factor is a change in the factor received in the procedure (e). The report output program according to (3) or (4).
 (6)前記処理は、前記対象者における変化があったか否かを判断する手順(f)をさらに含み、前記手順(f)において前記変化があったと判断された場合、前記手順(a)において前記変化に関する情報が取得され、前記手順(b)において前記睡眠状況に関する情報が取得され、前記手順(c)において前記レポートが作成され、前記(d)において前記レポートが出力される上記(1)~(5)のいずれか一つに記載のレポート出力プログラム。 (6) The processing further includes a step (f) of determining whether or not there has been a change in the subject, and if it is determined in the step (f) that the change has occurred, the step (a) (1) to (1) to (4) wherein information on the change is obtained, information on the sleep state is obtained in the step (b), the report is created in the step (c), and the report is output in the (d). The report output program according to any one of (5).
 (7)前記変化に関する情報は、前記対象者に対するケアプランに関する情報に基づいて取得される上記(1)~(6)のいずれか一つに記載のレポート出力プログラム。 (7) The report output program according to any one of (1) to (6), wherein the information on the change is obtained based on information on a care plan for the subject.
 (8)前記可視化した結果は、図、表およびグラフの少なくともいずれかを含む上記(1)~(7)のいずれか一つに記載のレポート出力プログラム。 (8) The report output program according to any one of (1) to (7), wherein the visualized result includes at least one of a diagram, a table, and a graph.
 (9)記憶された対象者に関する情報から前記対象者における変化に関する情報を取得する手順(a)と、前記手順(a)において取得された前記変化に関する情報に基づいて、前記変化があった日を含む所定の期間において蓄積された、前記対象者の睡眠状況に関する情報を取得する手順(b)と、前記手順(b)において取得された前記睡眠状況に関する情報に基づいて、前記睡眠状況の傾向を可視化した結果を含むレポートを作成する手順(c)と、前記手順(c)において作成された前記レポートを出力する手順(d)と、を含むレポート出力方法。 (9) A procedure (a) for acquiring information about a change in the subject from the stored information about the subject, and a date on which the change was made based on the information about the change acquired in the procedure (a). (B) acquiring information on the sleep state of the subject accumulated in a predetermined period including: and a tendency of the sleep state based on the information on the sleep state acquired in the step (b). A report output method, comprising: a step (c) of creating a report including a result of visualizing the above; and a step (d) of outputting the report created in the step (c).
 (10)記憶された対象者に関する情報から前記対象者における変化に関する情報を取得し、取得された前記変化に関する情報に基づいて、前記変化があった日を含む所定の期間において蓄積された、前記対象者の睡眠状況に関する情報を取得する取得部と、前記取得部によって取得された前記睡眠状況に関する情報に基づいて、前記睡眠状況の傾向を可視化した結果を含むレポートを作成する演算部と、前記演算部によって作成された前記レポートを出力する出力部と、を有するレポート出力装置。 (10) acquiring information on a change in the subject from the stored information on the subject, and, based on the acquired information on the change, accumulating in a predetermined period including a date on which the change occurred, An acquisition unit that acquires information about the sleep state of the subject, and a calculation unit that creates a report including a result of visualizing the tendency of the sleep state, based on the information about the sleep state acquired by the acquisition unit, An output unit that outputs the report created by the calculation unit.
 本発明によれば、対象者における変化があった日を含む所定の期間において蓄積された、対象者の睡眠状況に関する情報に基づいて、対象者の睡眠状況の傾向を可視化した結果を含むレポートが出力される。これにより、対象者における変化が発生した場合に、当該変化の前後における対象者の睡眠状況の傾向を可視化したレポートが出力される。したがって、レポートの提供先のユーザーは、対象者における変化が対象者の睡眠状況に与えた影響を容易に把握できる。 According to the present invention, a report including a result of visualizing the tendency of the sleep state of the subject based on the information on the sleep state of the subject based on the information on the sleep state of the subject accumulated for a predetermined period including the day on which the change has occurred in the subject. Is output. Thus, when a change occurs in the subject, a report is output in which the tendency of the subject's sleep situation before and after the change is visualized. Therefore, the user to whom the report is provided can easily understand the influence of the change in the subject on the sleep state of the subject.
見守りシステムの全体構成を示す図である。It is a figure showing the whole composition of a watching system. 対象者の部屋に設置された検出部の例を示す図である。It is a figure showing the example of the detecting part installed in the room of the subject. 検出部のハードウェア構成を示すブロック図である。FIG. 3 is a block diagram illustrating a hardware configuration of a detection unit. サーバーのハードウェア構成を示すブロック図である。FIG. 3 is a block diagram illustrating a hardware configuration of a server. サーバーの制御部の機能を示すブロック図である。FIG. 4 is a block diagram illustrating functions of a control unit of the server. 本実施形態に係るレポートの例を示す図である。It is a figure showing the example of the report concerning this embodiment. 管理者端末のハードウェア構成を示すブロック図である。FIG. 3 is a block diagram illustrating a hardware configuration of an administrator terminal. 携帯端末のハードウェア構成を示すブロック図である。FIG. 2 is a block diagram illustrating a hardware configuration of the mobile terminal. サーバーの動作を示すフローチャートである。6 is a flowchart illustrating an operation of the server.
 以下、添付した図面を参照して、本発明の実施形態を説明する。なお、図面の説明において同一の要素には同一の符号を付し、重複する説明を省略する。また、図面の寸法比率は、説明の都合上誇張されており、実際の比率とは異なる場合がある。 Hereinafter, embodiments of the present invention will be described with reference to the accompanying drawings. In the description of the drawings, the same elements will be denoted by the same reference symbols, without redundant description. In addition, the dimensional ratios in the drawings are exaggerated for convenience of description, and may be different from the actual ratios.
 (全体構成)
 図1は見守りシステムの全体構成を示す図であり、図2は対象者の部屋のベッド周辺に設置された検出部の例を示す図である。
(overall structure)
FIG. 1 is a diagram illustrating an entire configuration of a watching system, and FIG. 2 is a diagram illustrating an example of a detection unit installed around a bed in a room of a subject.
 図1に示すように、見守りシステム1は、複数の検出部10、サーバー20、管理者端末30、および1つ以上のスタッフ端末40を備える。これらは、有線や無線によって、LAN(Local Area Network)、電話網またはデータ通信網等のネットワーク50を介して、相互に通信可能に接続される。ネットワーク50は、通信信号を中継するリピーター、ブリッジ、ルーターまたはクロスコネクト等の中継機を備えてもよい。図1に示す例では、スタッフ端末40は、検出部10、サーバー20、および管理者端末30と、アクセスポイント51を含む無線LAN等(例えばIEEE802.11規格に従ったLAN)のネットワーク50によって、相互に通信可能に接続されている。 As shown in FIG. 1, the watching 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 communicably connected to each other by wire or wireless via a network 50 such as a LAN (Local Area Network), a telephone network or a data communication network. The network 50 may include a repeater that relays a communication signal, such as a repeater, a bridge, a router, or a cross-connect. 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. They are communicably connected to each other.
 見守りシステム1は、対象者70に応じて適宜な場所に配設される。対象者70(見守り対象者)は、例えば、病気や怪我等によって看護を必要とする患者、高齢による身体能力の低下等によって介護を必要とする被介護者、一人暮らしの独居者等である。特に、早期発見および早期対処を可能にする観点から、対象者70は、例えば異常状態等の所定の不都合な事象がその者に生じた場合に、その発見を必要としている者であり得る。このため、見守りシステム1は、対象者70の種類に応じて、病院、老人福祉施設、および住戸等の建物に好適に配設される。図1に示す例では、見守りシステム1は、複数の対象者70が入居する複数の部屋(居室)やナースステーションを含む複数の部屋を備える施設の建物に配置されている。 The watching system 1 is provided at an appropriate place according to the target person 70. The target person 70 (watching target person) is, for example, a patient who needs nursing due to illness or injury, a cared person who needs nursing care due to a decrease in physical ability due to the elderly, a single person living alone, and the like. In particular, from the viewpoint of enabling early detection and early coping, the target person 70 may be a person who needs to be detected when a predetermined inconvenient event such as an abnormal state occurs in the person. For this reason, the watching system 1 is suitably disposed in buildings such as hospitals, welfare facilities for the elderly, and dwelling units according to the type of the subject 70. In the example illustrated in FIG. 1, the watching system 1 is disposed in a facility building including a plurality of rooms (rooms) in which a plurality of subjects 70 enter and a plurality of rooms including a nurse station.
 検出部10は、対象者70の観察領域であるそれぞれの居室に配置される。図1に示す例では、4つの検出部10が対象者70であるAさん、Bさん、CさんおよびDさんの居室にそれぞれ配置されている。検出部10の観察領域にはベッド60が含まれている。対象者70に対して介護または看護等の対応(例えば、ケア)を行うスタッフ80は、それぞれ携帯端末であるスタッフ端末40を持ち歩いている。ただし、見守りシステム1が備える各構成の位置や個数等は、図1に示す例に限定されない。例えば、サーバー20は、ナースステーションに配置されなくてもよく、ネットワーク50に接続されている外部のサーバーユニットであってもよい。 The detection unit 10 is arranged in each living room, which is the observation area of the subject 70. In the example illustrated in FIG. 1, the four detection units 10 are arranged in the rooms of the subjects 70, A, B, C, and D, respectively. The bed 60 is included in the observation area of the detection unit 10. The staff 80 who performs care (eg, care) for the target person 70 such as nursing or nursing carries the staff terminal 40 which is a portable terminal. However, the position, the number, and the like of each component included in the watching system 1 are not limited to the example illustrated in FIG. For example, the server 20 may not be located at the nurse station, and may be an external server unit connected to the network 50.
 (検出部10)
 図3は、検出部のハードウェア構成を示すブロック図である。同図に示すように、検出部10は、制御部11、通信部12、カメラ13、ナースコール部14、および音声入出力部15を備え、これらはバスによって、相互に接続されている。
(Detection unit 10)
FIG. 3 is a block diagram illustrating a hardware configuration of the detection unit. As shown in FIG. 1, the detection unit 10 includes a control unit 11, a communication unit 12, a camera 13, a nurse call unit 14, and a voice input / output unit 15, which are interconnected by a bus.
 制御部11は、CPU(Central Processing Unit)、およびRAM(Random Access Memory)、ROM(Read Only Memory)等のメモリにより構成され、プログラムにしたがって検出部10の各部の制御および演算処理を行う。なお、制御部11は、メモリとして、さらにHDD(Hard Disk Drive)を備えてもよい。 The control unit 11 includes a CPU (Central Processing Unit), a RAM (Random Access Memory), and a memory such as a ROM (Read Only Memory), and performs control and arithmetic processing of each unit of the detection unit 10 according to a program. Note that the control unit 11 may further include an HDD (Hard \ Disk \ Drive) as a memory.
 通信部12は、ネットワーク50を介して、例えば、サーバー20、管理者端末30またはスタッフ端末40等の、他の装置と通信するためのインターフェース回路(例えばLANカード等)である。 The communication unit 12 is an interface circuit (for example, a LAN card) for communicating with another device such as the server 20, the administrator terminal 30, or the staff terminal 40 via the network 50.
 カメラ13は、例えば居室の天井、または壁の上部に配置され、観察領域として対象者70のベッド60を含む領域を撮影し、撮影画像(画像データ)を出力する。以下、カメラ13により撮影された画像を、単に「撮影画像」とも称する。撮影画像には、対象者70を含む画像が含まれる。また、撮影画像には、静止画および動画が含まれる。カメラ13は、近赤外線カメラであるが、これに換えて可視光カメラを用いてもよく、これらを併用してもよい。 The camera 13 is arranged, for example, on the ceiling of a living room or on an upper part of a wall, and captures an area including the bed 60 of the subject 70 as an observation area, and outputs a captured image (image data). Hereinafter, an image captured by the camera 13 is also simply referred to as a “photographed image”. The captured image includes an image including the target person 70. The 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.
 制御部11は、カメラ13が撮影した撮影画像から、対象者70の行動を認識する。認識される行動には、例えば、対象者70がベッド60から起き上がる「起床」、ベッド60から離れる「離床」、床面等に転倒する「転倒」、およびベッド60から転落する「転落」等が含まれる。 The control unit 11 recognizes the behavior of the target person 70 from the image captured by the camera 13. Recognized actions include, for example, “wake up” in which the target person 70 gets up from the bed 60, “gets out of bed”, “falls down” on the floor surface, and “falls down” that falls off the bed 60. included.
 制御部11は、複数の撮影画像(動画像)から画像のシルエット(以下、「人シルエット」と称する)を検出する。人シルエットは、例えば、撮影時刻が前後する画像の差分を抽出する時間差分法により差分が相対的に大きい画素の範囲を抽出することで検出され得る。人シルエットは、撮影画像と背景画像との差分を抽出する背景差分法により検出されてもよい。起床、離床、転倒、転落の別は、検出した人シルエットに基づく対象者70の姿勢(例えば立位、座位および横臥等)、およびベッド60等の居室内の設置物との相対的な位置関係等から認識される。これらの認識は、制御部11のCPUが処理するプログラムにより行ってもよく、組み込み型の処理回路により行ってもよい。また、これに限られず、サーバー20でこれらの認識の全部またはほとんどの処理が行われ、制御部11ではサーバー20への撮影画像の送信のみが行われてもよい。制御部11は、いずれかの行動を認識した場合、その行動が発生した旨の通知をサーバー20等に送信する。 The control unit 11 detects a silhouette of an image (hereinafter, referred to as a “human silhouette”) from a plurality of captured images (moving images). The human silhouette can be detected by, for example, extracting a range of pixels having a relatively large difference by a time difference method of extracting a difference between images whose shooting time is before and after. The human silhouette may be detected by a background difference method that extracts a difference between the captured image and the background image. Whether the user wakes up, gets out of bed, falls, or falls is determined by the posture of the subject 70 (for example, standing, sitting, lying down, etc.) based on the detected human silhouette, and the relative positional relationship with the objects installed in the living room such as the bed 60. And so on. Such recognition 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. The present invention is not limited to this, and the server 20 may perform all or most of these processes, and the control unit 11 may transmit only the captured image to the server 20. When recognizing any of the actions, the control unit 11 transmits a notification to the effect that the action has occurred to the server 20 or the like.
 なお、本実施形態では、制御部11は、カメラ13が撮影した撮影画像から、対象者70がベッド60に入る「入床」を認識し、サーバー20等に通知してもよい。また、制御部11は、カメラ13が撮影した撮影画像から、対象者70が観察領域にいる状態を居室にいる状態(すなわち「在室」)、観察領域にいない状態を居室にいない状態(すなわち「不在」)とそれぞれ認識し、サーバー20等に通知してもよい。 In the present embodiment, the control unit 11 may recognize “entering the bed” where the target person 70 enters the bed 60 from the image captured by the camera 13 and notify the server 20 or the like. In addition, from the captured image captured by the camera 13, the control unit 11 determines that the state where the target person 70 is in the observation area is in the living room (ie, “occupied”), and that the target person 70 is not in the observation area is not in the living room (ie, "Absence") may be recognized and notified to the server 20 or the like.
 スタッフ80は、業務に応じた、対象者70への各種の対応を行う者である。業務には、医療業務、介護業務が含まれ得る。ここで、スタッフ80の業務が、対象者70に対する介護業務である場合に、各イベントに関する対応内容について説明する。イベントとして「起床」が判定され、その判定が所定時間内(施設で設定された起床時間(例えば午前7~8時))であれば、モーニングケアが行われる。このモーニングケアには、洗顔、歯磨き介助、義歯装着、着替え介助等が含まれる。また、「離床」のイベントであれば、車椅子移乗、歩行介助が必要となる場合がある。また、検出部10が判定したイベント以外の定期的(定時)なイベントとして、飲料、および食事介助、排泄介助、車椅子移乗、歩行介助、体位変換(褥瘡予防)がある。これらの定期的なイベントは、ナースコール部14等により、定時になるとアラートを発生させるようにしてもよい。 The staff 80 is a person who performs various responses to the target person 70 according to the business. Services may include medical services and nursing care services. Here, in the case where the work of the staff 80 is a care work for the target person 70, the corresponding contents regarding each event will be described. "Waking 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 to 8 am), morning care is performed. This morning care includes face washing, tooth brushing assistance, denture wearing, changing clothes assistance, and the like. In addition, in the event of “leaving out of bed”, a wheelchair transfer or walking assistance may be required. In addition, as a regular (regular) event other than the event determined by the detection unit 10, there are drinks, meal assistance, excretion assistance, wheelchair transfer, walking assistance, and posture change (pressure ulcer prevention). For these regular events, an alert may be generated at a fixed time by the nurse call unit 14 or the like.
 ナースコール部14は、押しボタン式のスイッチを含み、スイッチが対象者70によって押されることでナースコールを検出する。ナースコールにはケアコール等が含まれる。押しボタン式のスイッチに換えて、音声マイクによりナースコールを検出してもよい。ナースコール部14のスイッチが押された場合、すなわち、ナースコールを検出した場合、制御部11は、通信部12およびネットワーク50を介して、ナースコールがあった旨の通知(ナースコール通知)をサーバー20等に送信する。 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. The nurse call may be detected by a voice microphone instead of the push button type switch. 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 (nurse call notification) indicating that there is a nurse call via the communication unit 12 and the network 50. It is transmitted to the server 20 or the like.
 音声入出力部15は、例えばスピーカーとマイクを備え、通信部12を介してスタッフ端末40等との間で音声信号を送受信することで音声通話を可能とする。なお、音声入出力部15は検出部10の外部装置として、通信部12を介して検出部10に接続されてもよい。 The voice input / output unit 15 includes, for example, a speaker and a microphone, and enables voice communication by transmitting / receiving a voice signal to / from the staff terminal 40 or the like via the communication unit 12. The voice 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.
 また、検出部10は、ベッド60の方向に向けてマイクロ波を送受信して対象者70の体動(例えば呼吸動)によって生じたマイクロ波のドップラシフトを検出するドップラシフト方式の体動センサーを、さらに備えてもよい。体動センサーは、対象者70の呼吸動作に伴う胸部の体動(胸部の上下動)を検出し、その胸部の体動における周期の乱れや予め設定された閾値以下である胸部の体動における振幅を検知すると、微体動異常であると認識する。 The detection unit 10 also includes a Doppler shift type body motion sensor that transmits and receives microwaves toward the bed 60 and detects Doppler shifts of microwaves caused by body movements (for example, respiratory movements) of the subject 70. May be further provided. The body motion 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 a disturbance in the cycle of the body movement of the chest and a body movement of the chest that is equal to or less than a preset threshold value. When the amplitude is detected, it is recognized that the micro-body movement is abnormal.
 本実施形態では、検出部10は、上述したような撮影画像における対象者70の姿勢や、ベッド60との相対的な位置関係等に基づいて、対象者70の就寝(入床)、起床および離床等を認識することによって、対象者70の睡眠状況を検出する。検出部10は、対象者70の睡眠状況として、対象者70の就寝時刻(就寝時間)、起床時刻(起床時間)、睡眠時間および離床回数等を測定する。ここで、睡眠時間は、就寝時刻から起床時刻までの時間における睡眠の合計時間(すなわち、離床等によって睡眠していない時間は除かれる)、離床回数は、就寝時刻から起床時刻までの時間における離床の回数にそれぞれ対応するものとする。 In the present embodiment, the detection unit 10 determines whether the subject 70 goes to bed (enters the bed), wakes up, The sleep state of the subject 70 is detected by recognizing leaving the bed or the like. The detection unit 10 measures the sleeping time (sleeping time), the wake-up time (wake-up time), the sleeping time, the number of times of sleep, and the like of the subject 70 as the sleep state of the subject 70. Here, the sleep time is the total sleep time from the bedtime to the wake-up time (that is, the time during which the user is not sleeping due to getting out of bed, etc.), and the number of sleeps is the sleep-to-wake time from the bedtime to the wake-up time. Respectively.
 なお、検出部10は、対象者70の夜間における睡眠状況に加えて、昼間における睡眠状況として、昼寝時間(昼寝をしている時間)等をさらに測定してもよい。また、検出部10は、上述したような体動センサーを用いて対象者70の胸部の体動を検出することによって、対象者70の睡眠状況をより正確に検出してもよい。たとえば、検出部10は、撮影画像によって対象者70の就寝時刻(入床時刻)を測定する代わりに、体動センサーによって対象者70の入眠時刻を正確に測定してもよい。また、検出部10は、対象者70の睡眠状況として、就寝時刻から起床時刻までの時間において睡眠していない時間(すなわち、中途覚醒している時間等)や、就寝時刻から起床時刻までの時間における離床の合計時間である離床時間等をさらに測定してもよい。 Note that the detection unit 10 may further measure a nap time (time spent taking a nap) or the like as a sleep state in the daytime in addition to a sleep state in the nighttime of the subject 70. In addition, the detection unit 10 may detect the sleep state of the subject 70 more accurately by detecting the body motion of the chest of the subject 70 using the body motion sensor as described above. For example, the detection unit 10 may accurately measure the sleep time of the subject 70 using a body motion sensor instead of measuring the bedtime (bed time) of the subject 70 based on the captured image. In addition, the detection unit 10 determines the sleep state of the subject 70 as a time during which the subject 70 is not sleeping in the time from the bedtime to the wake-up time (that is, a time during which the subject 70 is awake) or a time from the bedtime to the wake-up time. The leaving time, which is the total time of leaving the bed, may be further measured.
 検出部10は、対象者70の睡眠状況を検出すると、対象者70の睡眠状況に関する情報を、サーバー20へ送信(出力)する。 When detecting the sleep state of the target person 70, the detection unit 10 transmits (outputs) information about the sleep state of the target person 70 to the server 20.
 また、本実施形態では、対象者70に関する検出部10が認識した状態の変化であって、起床、離床、転倒、転落、微体動異常等のスタッフ80に発報(報知)を行うべき事象をイベントと称する。イベントには、ナースコール部14によるナースコールが含まれる。すなわち、検出部10は、観察領域における対象者70の動きとして、対象者70によるナースコールを検出してもよい。検出部10は、生じたイベントの情報および撮影画像をサーバー20へ送信(出力)する。なお、上述したような対象者70の睡眠状況は、サーバー20に送信されるイベントの情報および撮影画像等に基づいて、サーバー20において検出されてもよい。 In the present embodiment, the change in the state of the subject 70 recognized by the detection unit 10 is an event to be reported (notified) to the staff 80 such as getting up, leaving the bed, falling, falling down, or abnormal body movement. Is called an event. The event includes a nurse call by the nurse call unit 14. That is, the detection unit 10 may detect a nurse call by the subject 70 as the movement of the subject 70 in the observation area. The detection unit 10 transmits (outputs) information on the event that has occurred and the captured image to the server 20. Note that the sleep state of the subject 70 as described above may be detected in the server 20 based on event information transmitted to the server 20, a captured image, and the like.
 (サーバー20)
 図4は、サーバーのハードウェア構成を示すブロック図である。
(Server 20)
FIG. 4 is a block diagram illustrating a hardware configuration of the server.
 レポート出力装置としてのサーバー20は、制御部21、通信部22、および記憶部23を備える。サーバー20は、対象者70用の居室と同じ建物内に設けられてもよく、遠隔地に設けられてネットワークを介して接続可能であってもよい。例えば、サーバー20は、インターネット等のネットワーク上に配置された複数のサーバーによって仮想的に構築されるクラウドサーバーであってもよい。各構成は、バスによって、相互に通信可能に接続されている。制御部21および通信部22は、検出部10の各構成と同様の機能を有するため、詳細な説明を省略する。 The server 20 as a report output device includes a control unit 21, a communication unit 22, and a storage unit 23. The server 20 may be provided in the same building as the living 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 virtually constructed by a plurality of servers arranged on a network such as the Internet. The components are communicably connected to each other by a bus. Since the control unit 21 and the communication unit 22 have the same functions as those of the components of the detection unit 10, detailed description will be omitted.
 記憶部23は、本実施形態に係るプログラムを記憶する。サーバー20の上記構成要素は、プログラムに従い、制御部21により制御される。記憶部23は、対象者70に関する各種情報を記憶し蓄積する。対象者70に関する情報(以下、「対象者情報」と称する)は、対象者70の行動および状態の情報を構成する。 The storage unit 23 stores the program according to the present embodiment. The above components of the server 20 are controlled by the control unit 21 according to a program. The storage unit 23 stores and accumulates various types of information on the target person 70. Information on the target person 70 (hereinafter, referred to as “target person information”) constitutes information on the behavior and state of the target person 70.
 本実施形態では、対象者情報は、対象者70の睡眠状況に関する情報(以下、「対象者睡眠状況情報」と称する)を含む。対象者睡眠状況情報は、例えば、検出部10によって測定される対象者70の就寝時刻、起床時刻、睡眠時間および離床回数の少なくとも一つに関する情報を含む。 In the present embodiment, the target person information includes information on the sleep state of the target person 70 (hereinafter, referred to as “target person sleep state information”). The subject sleep state information includes, for example, information regarding at least one of the bedtime, the wake-up time, the sleep time, and the number of times of leaving the bed of the subject 70 measured by the detection unit 10.
 また、対象者情報は、対象者70に対するケアプランに関する情報(以下、「対象者ケアプラン情報」と称する)をさらに含んでもよい。ケアプランは、対象者70に対する介護内容等の計画であり、例えば、就寝前における睡眠導入剤の使用計画、昼間における運動の計画、昼寝の計画、ならびに食事メニュー、食事量および食事時間等を含む食事の計画等を含む。すなわち、対象者ケアプラン情報は、例えば、対象者70の睡眠導入剤の使用量、運動量、昼寝時間および食事内容等の少なくとも一つの計画に関する情報を含む。なお、ケアプランは、例えば、管理者端末30において管理者90によって作成されてもよいし、任意の他のコンピューター端末において作成されてもよい。 The target person information may further include information on a care plan for the target person 70 (hereinafter, referred to as “target person care plan information”). The care plan is a plan of the contents of care and the like for the subject 70, and includes, for example, a plan for using a sleep-inducing agent before going to bed, a plan for exercising in the daytime, a plan for a nap, and a meal menu, a meal amount, a meal time, and the like. Including meal plans. That is, the target person care plan information includes, for example, information on at least one plan such as the usage amount, exercise amount, nap time, and meal content of the sleep inducer of the target person 70. The care plan may be created by the administrator 90 in the administrator terminal 30 or may be created in any other computer terminal.
 また、対象者情報は、介護記録、イベントの情報、撮影画像、オープンデータ、その他の対象者70に関する各種情報をさらに含んでもよい。具体的には、対象者情報は、例えば、対象者70の食事量、水分摂取量、血圧、体温、排泄回数、離床数、ナースコール数、行事中の様子、対象者70の居室の室温および湿度、ならびに対象者70の居室がある施設が含まれる地域の天気等に関する情報をさらに含んでもよい。 The subject information may further include nursing records, event information, captured images, open data, and various other information related to the subject 70. Specifically, the target person information includes, for example, the meal amount, the water intake amount, the blood pressure, the body temperature, the number of excretions, the number of leaving beds, the number of nurse calls, the state of the event, the room temperature of the room of the target person 70, It may further include information on humidity, weather in an area including the facility where the room of the subject 70 is located, and the like.
 なお、記憶部23は、スタッフ80に関する各種情報をさらに記憶し蓄積してもよい。スタッフ80に関する情報は、例えば、イベントに対応した回数やイベントへの対応に要した時間等に関する情報を含んでもよい。 The storage unit 23 may further store and accumulate various types of information on the staff 80. The information on the staff 80 may include, for example, information on the number of times corresponding to the event, the time required for responding to the event, and the like.
 サーバー20は、検出部10から受信したイベントの情報および撮影画像を単独で、または検出部10と協働することで、検出部10が認識した、起床、離床、転倒、転落、微体動異常、ナースコール等のイベントが、どの対象者70に関するものであるかを判定(識別)する。この判定は、イベントを認識した検出部10が設置されている居室番号から、これに対応付けられている対象者70(すなわち、居室の入居者)を判定することにより行われる。なお、対象者70の判定は、対象者70がICタグを携帯している場合には、このICタグを各居室に設けたRFIDリーダーで読み取ることにより行われてもよい。なお、相部屋等で、1つの居室に複数の対象者70が存在する場合には、ベッド60ごとに検出部10を配置することで、対象者70が判定されてもよい。 The server 20 wakes up, gets out of bed, falls, falls, falls, and abnormal body movements, which are detected by the detection unit 10 alone or in cooperation with the detection unit 10, based on the event information and the captured image received from the detection unit 10. , A nurse call or the like is related to which target person 70 is determined (identified). This determination is made by determining the target person 70 (that is, the resident of the room) associated with the room number where the detection unit 10 that has recognized the event is installed. In addition, when the target person 70 carries an IC tag, the determination of the target person 70 may be performed by reading the IC tag with an RFID reader provided in each living room. When a plurality of subjects 70 are present in one living room in a shared room or the like, the subject 70 may be determined by arranging the detection unit 10 for each bed 60.
 サーバー20は、検出部10からイベントの情報を受信したときは、イベントを発生させた対象者70の氏名、部屋番号、およびイベントの内容を含むイベント通知をスタッフ端末40へ送信することで、スタッフ80にイベントの発生を報知するとともに、イベントへの対応を指示する。 When the server 20 receives the event information from the detection unit 10, the server 20 transmits an event notification including the name, room number, and content of the event to the staff terminal 40 to the staff terminal 40. Inform 80 of the occurrence of the event and instruct it to respond to the event.
 サーバー20は、対象者70に関するレポートを作成して出力する。レポートは、定期的(例えば月ごと)に作成され、出力され得る。レポートは、指示があるごとに不定期に作成され、出力されてもよい。提供用のレポートを出力することには、レポートをデータとして管理者端末30等の任意のコンピューター端末へ送信することや、コンピューター端末へデータを送信して表示部にレポートを表示させることや、画像形成装置へデータを送信して印刷物としてレポートを出力させることが含まれる。また、コンピューター端末から施設のウェブサイトへアクセスすることで、当該コンピューター端末からブラウザーを介してレポートを視認できる場所へ当該レポートのデータをアップロードすること等も含まれる。 The server 20 creates and outputs a report on the subject 70. Reports may be generated and output periodically (eg, monthly). The report may be generated and output irregularly each time there is an instruction. To output a report to be provided, the report can be transmitted as data to any computer terminal such as the administrator terminal 30, the data can be transmitted to the computer terminal and the report can be displayed on the display unit, This includes transmitting data to the forming apparatus to output a report as a printed matter. In addition, this includes uploading data of the report to a place where the report can be viewed from the computer terminal through a browser by accessing the website of the facility from the computer terminal.
 図5は、サーバーの制御部の機能を示すブロック図である。 FIG. 5 is a block diagram showing functions of the control unit of the server.
 図5に示すように、サーバー20の制御部21は、プログラムを読み込んで処理を実行することによって、入力制御部211、記憶制御部212、取得部213、演算部214、および出力制御部215として機能する。 As illustrated in FIG. 5, the control unit 21 of the server 20 reads the program and executes the processing, so that the input control unit 211, the storage control unit 212, the acquisition unit 213, the calculation unit 214, and the output control unit 215 are executed. Function.
 入力制御部211は、上述したような対象者情報を、通信部22を介して受け付ける。本実施形態では、入力制御部211は、例えば、検出部10から送信される対象者睡眠状況情報を受け付ける。また、入力制御部211は、例えば、管理者90等によって管理者端末30等に入力され、管理者端末30等から送信される対象者ケアプラン情報をさらに受け付けてもよい。 (4) The input control unit 211 receives the above-described subject person information via the communication unit 22. In the present embodiment, the input control unit 211 receives, for example, subject sleep state information transmitted from the detection unit 10. The input control unit 211 may further receive, for example, target person care plan information that is input to the administrator terminal 30 or the like by the administrator 90 or the like and transmitted from the administrator terminal 30 or the like.
 また、入力制御部211は、例えば、スタッフ80によってスタッフ端末40に入力され、スタッフ端末40から送信される介護記録に関する情報を、さらに受け付けてもよい。さらに、入力制御部211は、検出部10から送信されるイベントの情報および撮影画像、対象者70の各居室に備えられた無線送信機能を有する温湿度計から送信される対象者70の各居室の気温および湿度、オープンデータを提供する政府機関等から送信される天気等に関する情報を、さらに受け付けてもよい。 The input control unit 211 may further receive, for example, information about a care record that is input to the staff terminal 40 by the staff 80 and transmitted from the staff terminal 40. Further, the input control unit 211 transmits the event information and the captured image transmitted from the detection unit 10, and each living room of the subject 70 transmitted from a thermo-hygrometer having a wireless transmission function provided in each living room of the subject 70. Information about the temperature and humidity, weather, etc. transmitted from a government agency or the like that provides open data may be further received.
 また、入力制御部211は、管理者端末30の入力部34に入力された、レポートの作成対象となる対象者70の指定を、通信部22を介して受け付ける。レポートには、指定された対象者70の睡眠状況の傾向が可視化された図、表およびグラフの少なくともいずれか(以下、「可視化図表」とも称する)が、可視化された結果として含まれる。レポートの詳細については、図6を参照して後述する。 (4) The input control unit 211 receives, via the communication unit 22, the designation of the target person 70 for which a report is to be created, which is input to the input unit 34 of the administrator terminal 30. The report includes, as a visualized result, at least one of a diagram, a table, and a graph (hereinafter, also referred to as a “visualized chart”) in which the tendency of the sleep state of the designated subject 70 is visualized. Details of the report will be described later with reference to FIG.
 なお、入力制御部211は、管理者端末30の入力部34に入力された、レポートの作成対象となる睡眠状況の項目の指定を、通信部22を介してさらに受け付けてもよい。睡眠状況の項目には、例えば、就寝時刻、起床時刻、睡眠時間および離床回数等が含まれる。具体的には、例えば、睡眠状況の項目の候補が、管理者端末30の表示部33に選択可能に表示され、当該項目のうちの少なくとも一つが、管理者端末30の入力部34を介して、管理者90等によって選択されてもよい。 Note that the input control unit 211 may further receive, via the communication unit 22, the designation of the item of the sleep state for which the report is to be created, which is input to the input unit 34 of the administrator terminal 30. The items of the sleep state include, for example, bedtime, wake-up time, sleep time, and number of times of leaving the bed. Specifically, for example, a candidate of the item of the sleep state is selectively displayed on the display unit 33 of the administrator terminal 30, and at least one of the items is input via the input unit 34 of the administrator terminal 30. , May be selected by the administrator 90 or the like.
 また、入力制御部211は、管理者端末30の入力部34に入力された、レポートの提供先となるユーザーの指定を、通信部22を介してさらに受け付けてもよい。ユーザーの種類には、例えば、対象者70の家族、対象者70が入所する施設のスタッフ80および管理者90、ならびに医者および看護師等の医療関係者等が含まれてもよい。 The input control unit 211 may further receive, via the communication unit 22, the designation of the user to whom the report is provided, which is input to the input unit 34 of the administrator terminal 30. The types of users may include, for example, the family of the subject 70, staff 80 and manager 90 of the facility where the subject 70 enters, and medical personnel such as doctors and nurses.
 また、入力制御部211は、管理者端末30の入力部34に入力された、レポートに追加する管理者90等のコメントを、通信部22を介してさらに受け付けてもよい。 The input control unit 211 may further receive, via the communication unit 22, a comment of the administrator 90 or the like to be added to the report, which is input to the input unit 34 of the administrator terminal 30.
 記憶制御部212は、上述したような対象者情報を記憶部23に記憶させることで蓄積する。対象者情報には、記憶部23に蓄積された日時が付与される。本実施形態では、記憶制御部212は、例えば、対象者情報として、対象者睡眠状況情報および対象者ケアプラン情報等を記憶部23に蓄積する。 The storage control unit 212 stores the subject information as described above in the storage unit 23. The date and time stored in the storage unit 23 is given to the subject person information. In the present embodiment, the storage control unit 212 accumulates, for example, subject sleep state information and subject care plan information in the storage unit 23 as subject information.
 取得部213は、記憶部23に蓄積された対象者情報のうち、レポートの作成に必要な情報を取得する。 The acquisition unit 213 acquires information necessary for creating a report from the subject person information stored in the storage unit 23.
 本実施形態では、まず、取得部213は、対象者70における変化に関する情報(以下、「対象者変化情報」と称する)を取得する。取得部213は、例えば、対象者70に対するケアプランが変更されると、対象者70に何らかの変化が発生することに応じて、記憶部23に蓄積された対象者ケアプラン情報に基づいて、対象者変化情報を取得する。取得部213は、例えば、記憶部23に蓄積された、日毎の対象者ケアプラン情報を比較することによってケアプランにおける変更を確認し、当該変更に関する情報を、対象者変化情報として取得する。あるいは、ケアプランにおける変更があった場合、当該変更があった旨の情報が記憶部23に記憶されてもよく、取得部213は、当該情報に基づいて、ケアプランにおける変更に関する情報を、対象者変化情報として取得してもよい。 In the present embodiment, first, the acquiring unit 213 acquires information on a change in the subject 70 (hereinafter, referred to as “subject change information”). For example, when the care plan for the target person 70 is changed, the acquisition unit 213 determines the target based on the target person care plan information stored in the storage unit 23 in response to some change in the target person 70. Obtain change information. The acquisition unit 213 confirms a change in the care plan by comparing, for example, daily care plan information of the subject stored in the storage unit 23, and acquires information on the change as subject change information. Alternatively, when there is a change in the care plan, information indicating that there has been a change may be stored in the storage unit 23, and the acquiring unit 213 targets information on the change in the care plan based on the information. It may be acquired as user change information.
 対象者70における変化は、例えば、対象者70に対するケアプランが変更されることによって発生する、対象者70の睡眠状況に影響する因子における変化を含む。対象者70の睡眠状況に影響する因子の例として、対象者70のケアプランに含まれる、対象者70の睡眠導入剤の使用量、運動量、昼寝時間、ならびに食事メニュー、食事量および食事時間等を含む食事内容等が挙げられる。すなわち、対象者70の睡眠状況に影響する因子における変化の例として、対象者70の睡眠導入剤の使用量における変化、運動量における変化、昼寝時間における変化、および食事内容における変化等が挙げられる。ただし、対象者70の睡眠状況に影響する因子の例は、これらに限定されない。 The change in the subject 70 includes, for example, a change in a factor affecting the sleep state of the subject 70, which is caused by a change in a care plan for the subject 70. Examples of factors that affect the sleep status of the subject 70 include the amount of use of the sleep-inducing agent of the subject 70, the amount of exercise, the nap time, and the meal menu, the amount of meal, and the time of the meal, which are included in the care plan of the subject 70. And other meal contents. That is, examples of the change in the factor affecting the sleep state of the subject 70 include a change in the usage amount of the sleep-inducing agent of the subject 70, a change in the exercise amount, a change in the nap time, a change in the meal content, and the like. However, examples of factors that affect the sleep state of the subject 70 are not limited to these.
 そして、取得部213は、所定の期間において蓄積された対象者睡眠状況情報を、対象者70の睡眠状況の傾向を可視化したレポートの作成に必要な情報として取得する。所定の期間は、上述したような対象者70における変化があった日に基づいて設定される期間であり、例えば、当該変化があった日を含む任意の期間である。すなわち、所定の期間は、例えば、対象者70における変化があった日よりも前の3日間と当該変化があった日以後の4日間とを含む1週間であってもよいが、これに限定されない。 The acquisition unit 213 acquires the subject's sleep state information accumulated during a predetermined period as information necessary for creating a report in which the tendency of the sleep state of the subject 70 is visualized. The predetermined period is a period that is set based on the day on which the subject 70 has changed as described above, and is, for example, an arbitrary period including the day on which the change has occurred. That is, the predetermined period may be, for example, one week including three days before the day on which the change has occurred in the subject 70 and four days after the day on which the change has occurred, but is not limited thereto. Not done.
 なお、取得部213が対象者変化情報を取得する方法は、上述した例に限定されない。取得部213は、例えば、記憶部23に蓄積された介護記録に基づいて、対象者変化情報を取得してもよい。この場合、介護記録には、例えば、対象者70の睡眠導入剤の使用量における変化、運動量における変化、昼寝時間における変化、および食事内容における変化等の少なくとも一つが入力されているものとする。また、取得部213は、任意の他の方法によって提供される対象者変化情報を取得してもよい。 The method by which the acquisition unit 213 acquires the subject change information is not limited to the example described above. The acquisition unit 213 may acquire the subject change information based on, for example, the care record accumulated in the storage unit 23. In this case, it is assumed that, for example, at least one of a change in the amount of the sleep-inducing agent used by the subject 70, a change in the amount of exercise, a change in the nap time, a change in the meal content, and the like are input to the care record. Further, the obtaining unit 213 may obtain the subject change information provided by any other method.
 演算部214は、レポートの作成に必要な情報として取得された情報に基づいて、可視化図表を含むレポートを作成する。本実施形態では、演算部214は、取得された対象者睡眠状況情報に基づいて、対象者70の睡眠状況の傾向を可視化した図、表およびグラフの少なくともいずれかを含むレポートを作成する。 The calculation unit 214 creates a report including a visualized chart based on information acquired as information necessary for creating a report. In the present embodiment, the calculation unit 214 creates a report including at least one of a chart, a table, and a graph in which the tendency of the sleep state of the subject 70 is visualized based on the acquired subject sleep state information.
 出力制御部(出力部)215は、作成されたレポートを、通信部22を介して出力する。 The output control unit (output unit) 215 outputs the created report via the communication unit 22.
 図6は、本実施形態に係るレポートの例を示す図である。 FIG. 6 is a diagram showing an example of a report according to the present embodiment.
 図6に示す例では、レポートの作成対象となる対象者70が、3号室のAさんである場合のレポートが示されている。また、レポートに含まれる可視化図表として、対象者70の就寝時刻、起床時刻、睡眠時間および離床回数の傾向を可視化したグラフと、対象者70の睡眠時間および離床回数の傾向を数値によって可視化した表とが示されている。なお、図6に示す例において、「横臥」は、対象者70がベッド60上にいて睡眠している状態に対応するものとする。また、「在室」は、対象者70がベッド60上にいるが睡眠はしていない状態、または居室において離床した状態に対応し、「不在」は、対象者70が居室にいない状態に対応するものとする。ただし、グラフにおける項目は、図6に示す例に限定されない。例えば、グラフにおける項目は、対象者70がベッド60上にいて睡眠している状態に対応する「睡眠」、対象者70がベッド60上にいるが睡眠はしていない状態に対応する「覚醒」、対象者70が離床した状態(居室にいるか否かを問わない)に対応する「離床」等の項目を含んでもよい。 (6) In the example shown in FIG. 6, a report is shown in the case where the target person 70 for whom a report is to be created is Mr. A in Room 3. Further, as a visualization chart included in the report, a graph visualizing the tendency of the subject 70 at bedtime, wake-up time, sleep time, and the number of times of leaving the bed, and a table visualizing the trends of the sleep time and the number of times of leaving the subject 70 by numerical values. Are shown. In the example illustrated in FIG. 6, “lying down” corresponds to a state where the target person 70 is on the bed 60 and sleeping. Also, “occupied” corresponds to a state in which the subject 70 is on the bed 60 but not sleeping, or corresponds to a state in which the subject 70 has left the room, and “absence” corresponds to a state in which the subject 70 is not in the room. It shall be. However, the items in the graph are not limited to the example shown in FIG. For example, the items in the graph are “sleep” corresponding to a state where the subject 70 is on the bed 60 and sleeping, and “awake” corresponding to a state where the subject 70 is on the bed 60 but not sleeping. And an item such as “leave bed” corresponding to the state in which the target person 70 has left the bed (regardless of whether or not he / she is in the living room).
 図6に示す例では、1月4日に、対象者70における変化、すなわち、対象者70の睡眠導入剤(睡眠薬)の使用量(使用の有無)における変化が発生している。このため、当該変化があった日よりも前の3日間と当該変化があった日以後の4日間とを含む、1週間分のレポートが示されている。これにより、レポートの提供先のユーザーは、当該変化の後に、例えば、対象者70の睡眠時間が長くなったり、離床回数が減少したりすることによって、対象者70の睡眠状況が改善したことを把握できる。このように、本実施形態では、対象者70における変化の前後における、対象者70の睡眠状況の傾向を可視化したレポートが出力され、ユーザーは、当該変化が対象者70の睡眠状況に与えた影響を容易に把握できる。 In the example shown in FIG. 6, a change in the subject 70, that is, a change in the usage amount (use or non-use) of the sleep-inducing agent (sleeping agent) of the subject 70 occurs on January 4. Therefore, a one-week report including three days before the day on which the change was made and four days after the day on which the change was made is shown. Accordingly, the user to whom the report is provided can be notified that the sleep state of the subject 70 has improved after the change, for example, by increasing the sleep time of the subject 70 or decreasing the number of times of leaving the bed. I can understand. As described above, in the present embodiment, a report that visualizes the tendency of the sleep state of the subject 70 before and after the change in the subject 70 is output, and the user can determine the effect of the change on the sleep state of the subject 70. Can be easily grasped.
 なお、レポートには、分析結果を示すコメントがさらに追加されてもよい。例えば、対象者70の睡眠状況が、睡眠導入剤を使用した後に改善した旨や、睡眠導入剤の使用量が十分であった旨を示すコメントがさらに追加されてもよい。分析結果は、例えば、プログラムにより、可視化図表の作成に用いられた対象者睡眠状況情報を統計処理することで、対象者70の睡眠状況における傾向や特異点を特定し、特定した傾向や特異点に対応する事実を解析することで作成され得る。分析結果は、ディープラーニング等の機械学習技術を利用して、制御部21によって自動的に作成されてもよい。また、後述するように、レポートに含まれる予定の可視化図表が、管理者端末30に一旦表示され、当該可視化図表を確認した管理者90によって入力されたコメントが、レポートに追加されてもよい。また、コメントには、介護記録に記載された特記事項が転用されてもよい。 コ メ ン ト Note that a comment indicating the analysis result may be further added to the report. For example, a comment indicating that the sleep situation of the subject 70 has improved after using the sleep-inducing agent or that the amount of the sleep-inducing agent used is sufficient may be further added. The analysis result is, for example, a program that performs statistical processing on the subject's sleep status information used to create the visualization chart, thereby identifying a tendency or singularity in the sleep status of the subject 70, and identifying the identified tendency or singularity. Can be created by analyzing the facts corresponding to The analysis result may be automatically created by the control unit 21 using a machine learning technique such as deep learning. Further, as described later, a visualization chart scheduled to be included in the report may be temporarily displayed on the administrator terminal 30, and a comment input by the administrator 90 who has checked the visualization chart may be added to the report. In addition, special items described in the care record may be diverted to the comment.
 (管理者端末30)
 図7は、管理者端末のハードウェア構成を示すブロック図である。管理者端末30は、いわゆるPC(Personal Computer)であり、制御部31、通信部32、表示部33、および入力部34を備え、これらはバスにより相互に接続される。
(Administrator terminal 30)
FIG. 7 is a block diagram illustrating a hardware configuration of the administrator terminal. The administrator terminal 30 is a so-called PC (Personal Computer), and includes a control unit 31, a communication unit 32, a display unit 33, and an input unit 34, which are mutually connected by a bus.
 制御部31は、検出部10の制御部11と同様の構成として、CPU、RAM、ROM等を備える。 The control unit 31 includes a CPU, a RAM, a ROM, and the like as the same configuration as the control unit 11 of the detection unit 10.
 通信部32は、イーサネット(登録商標)等の規格による有線通信のネットワークインターフェースや、Bluetooth(登録商標)、IEEE802.11等の規格による無線通信のインターフェース等の各種ローカル接続向けのインターフェースであり、ネットワーク50に接続した各端末との通信を行う。 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 IEEE 802.11. The communication with each terminal connected to 50 is performed.
 表示部33は、例えば液晶ディスプレイであり、各種情報を表示する。 The display unit 33 is, for example, a liquid crystal display, and displays various information.
 入力部34は、キーボード、テンキー、マウス等を備えており、各種情報の入力を受け付ける。 The input unit 34 includes a keyboard, a numeric keypad, a mouse, and the like, and receives inputs of various information.
 本実施形態では、管理者端末30は、管理者90用の端末として用いられる。管理者90は、レポートの作成において責任を有する者である。管理者90は、例えば、複数のスタッフ80を統括するマネージャーである。 In the present embodiment, the administrator terminal 30 is used as a terminal for the administrator 90. The administrator 90 is a person who is responsible for creating a report. The administrator 90 is, for example, a manager that supervises a plurality of staffs 80.
 また、管理者端末30は、レポートの作成対象となる対象者70の指定を管理者90から受け付け、サーバー20へ送信する。また、管理者端末30は、レポートの作成対象となる睡眠状況の項目の指定や、レポートの提供先となるユーザーの指定をさらに受け付け、サーバー20へ送信してもよい。また、管理者端末30は、サーバー20から送信された、レポートに含まれる予定の可視化図表を一旦表示して、当該可視化図表を確認した管理者90によって入力されたコメントを受け付け、サーバー20へ送信してもよい。 {Circle around (2)} The administrator terminal 30 receives from the administrator 90 the designation of the target person 70 for which a report is to be created, and transmits the report to the server 20. In addition, the administrator terminal 30 may further receive designation of an item of a sleep state for which a report is to be created and designation of a user to whom a report is to be provided, and transmit the designation to the server 20. In addition, the administrator terminal 30 once displays the visualization chart to be included in the report transmitted from the server 20, receives a comment input by the administrator 90 who has confirmed the visualization chart, and transmits the comment to the server 20. May be.
 (スタッフ端末40)
 図8は、携帯端末のハードウェア構成を示すブロック図である。スタッフ端末40は、制御部41、無線通信部42、表示部43、入力部44、および音声入出力部45を備え、これらはバスにより相互に接続される。
(Staff terminal 40)
FIG. 8 is a block diagram illustrating a hardware configuration of the mobile terminal. The staff terminal 40 includes a control unit 41, a wireless communication unit 42, a display unit 43, an input unit 44, and an audio input / output unit 45, which are interconnected by a bus.
 制御部41は、検出部10の制御部11と同様の構成として、CPU、RAM、ROM等を備える。 The control unit 41 includes a CPU, a RAM, a ROM, and the like as the same configuration as the control unit 11 of the detection unit 10.
 無線通信部42は、Wi-Fi、Bluetooth(登録商標)等の規格を用いた無線通信を可能にし、アクセスポイント51を経由して、または直接的に各装置と無線通信する。 The wireless communication unit 42 enables wireless communication using a standard such as Wi-Fi or Bluetooth (registered trademark), and wirelessly communicates with each device via the access point 51 or directly.
 表示部43および入力部44は、タッチパネルであり、液晶等で構成される表示部43の表示面に、入力部44としてのタッチセンサーを重畳させたものである。表示部43および入力部44は、スタッフ80に対して、各種指示を表示する。また、表示部43、入力部44は、イベント通知を含む操作画面を表示したり、操作画面を通じてイベントへの対応の意思の入力や、介護記録の入力等の各種の操作を受け付けたりする。 The display unit 43 and the input unit 44 are touch panels, in which a touch sensor as the input unit 44 is superimposed on a display surface of the display unit 43 formed of a liquid crystal or the like. The display unit 43 and the input unit 44 display various instructions to the staff 80. In addition, the display unit 43 and the input unit 44 display an operation screen including an event notification, and receive various operations such as an input of an intention to respond to an event and an input of a nursing record through the operation screen.
 音声入出力部45は、例えばスピーカーとマイクを備え、無線通信部42を介して、検出部10や他のスタッフ端末40等との間でスタッフ80による音声通話を可能にする。スタッフ端末40は、例えば、タブレット型コンピューター、スマートフォンまたは携帯電話等の、持ち運び可能な通信端末機器によって構成され得る。 The audio input / output unit 45 includes, for example, a speaker and a microphone, and enables the staff 80 to make a voice call with the detection unit 10 or another staff terminal 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.
 なお、検出部10、サーバー20、管理者端末30、およびスタッフ端末40は、上記の構成要素以外の構成要素を含んでもよく、あるいは、上記の構成要素のうちの一部を含まなくてもよい。 Note that the detection unit 10, the server 20, the administrator terminal 30, and the staff terminal 40 may include components other than the above components, or may not include some of the above components. .
 見守りシステムにおけるサーバー20の動作について説明する。 The operation of the server 20 in the watching system will be described.
 図9は、サーバーの動作を示すフローチャートである。本フローチャートは、サーバー20の記憶部23に記憶されたプログラムに従い、制御部21により実行され得る。 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.
 入力制御部211は、対象者情報を受け付ける(ステップS101)。記憶制御部212は、入力制御部211によって受け付けられた対象者情報を記憶部23に記憶させることで蓄積する(ステップS102)。上述したように、記憶制御部212は、対象者情報として、対象者睡眠状況情報および対象者ケアプラン情報等を記憶部23に蓄積する。また、ステップS101およびS102の処理は、例えば、検出部10から対象者睡眠状況情報が送信されたり、管理者端末30等から対象者ケアプラン情報が送信されたりする度に、繰り返し実行されるものとする。 The input control unit 211 receives the subject information (step S101). The storage control unit 212 stores the subject person information received by the input control unit 211 by storing it in the storage unit 23 (step S102). As described above, the storage control unit 212 stores the subject's sleep state information, the subject's care plan information, and the like in the storage unit 23 as the subject's information. Further, the processing of steps S101 and S102 is repeatedly executed, for example, every time the subject sleep state information is transmitted from the detection unit 10 or the subject care plan information is transmitted from the administrator terminal 30 or the like. And
 続いて、入力制御部211は、例えば、管理者端末30においてレポートの作成対象となる対象者70の指定が入力された場合、管理者端末30から当該指定を受け付ける(ステップS103)。なお、施設に入居するすべての対象者70を対象とするレポート作成する場合は、本ステップは実行されない。また、入力制御部211は、レポートの作成対象となる睡眠状況の項目の指定や、レポートの提供先となるユーザーの指定等をさらに受け付けてもよい。 Next, for example, when the specification of the target person 70 for which a report is to be created is input at the administrator terminal 30, the input control unit 211 receives the specification from the administrator terminal 30 (step S103). Note that this step is not performed when creating a report for all the target persons 70 who move into the facility. In addition, the input control unit 211 may further receive designation of a sleep condition item for which a report is to be created, designation of a user to whom the report is to be provided, and the like.
 取得部213は、記憶された対象者情報から対象者変化情報を取得する(ステップS104)。取得部213は、例えば、ステップS102において記憶部23に蓄積された対象者ケアプラン情報に基づいて、対象者変化情報を取得する。なお、対象者ケアプラン情報に基づいて、対象者70における変化がないことが確認された場合、図9に示す処理は終了されてもよい。そして、取得部213は、ステップS104において取得された対象者変化情報に基づいて、対象者70における変化があった日を含む所定の期間における情報として記憶部23に蓄積された、対象者睡眠状況情報を取得する(ステップS105)。 The acquisition unit 213 acquires subject change information from the stored subject information (step S104). The acquiring unit 213 acquires the subject change information based on the subject care plan information stored in the storage unit 23 in step S102, for example. When it is confirmed that there is no change in the subject 70 based on the subject care plan information, the processing illustrated in FIG. 9 may be ended. The acquisition unit 213 then stores the subject sleep state stored in the storage unit 23 as information for a predetermined period including the date on which the subject 70 has changed based on the subject change information acquired in step S104. Information is obtained (step S105).
 演算部214は、ステップS105において取得された対象者睡眠状況情報に基づいて、対象者70の睡眠状況の傾向を可視化した結果、すなわち可視化図表を含むレポートを作成する(ステップS106)。なお、演算部214は、レポートに含まれる予定の可視化図表を管理者端末30に一旦送信し、管理者端末30からレポートに追加するコメントを受け付けた場合、レポートにコメントを追加して、最終的なレポートを作成してもよい。 The calculation unit 214 creates a result of visualizing the tendency of the sleep status of the subject 70, that is, a report including a visualized chart, based on the subject's sleep status information acquired in step S105 (step S106). Note that the arithmetic unit 214 once transmits the visualization chart scheduled to be included in the report to the administrator terminal 30 and, when receiving a comment to be added to the report from the administrator terminal 30, adds the comment to the report, Report may be created.
 出力制御部215は、ステップS106において作成されたレポートを出力する(ステップS107)。 (4) The output control unit 215 outputs the report created in Step S106 (Step S107).
 以上のように、レポート出力プログラムによれば、対象者70における変化があった日を含む所定の期間において蓄積された、対象者70の睡眠状況に関する情報に基づいて、対象者70の睡眠状況の傾向を可視化した結果を含むレポートが出力される。これにより、対象者70における変化が発生した場合に、当該変化の前後における対象者70の睡眠状況の傾向を可視化したレポートが出力される。したがって、レポートの提供先のユーザーは、対象者70における変化が対象者70の睡眠状況に与えた影響を容易に把握できる。 As described above, according to the report output program, the sleep status of the target person 70 is calculated based on the information on the sleep status of the target person 70 accumulated in the predetermined period including the day on which the change occurred in the target person 70. A report containing the results of visualizing the trend is output. As a result, when a change occurs in the subject 70, a report that visualizes the tendency of the sleep state of the subject 70 before and after the change is output. Therefore, the user to whom the report is provided can easily understand the influence of the change in the subject 70 on the sleep state of the subject 70.
 また、対象者70の睡眠状況は、対象者70の就寝時刻、起床時刻、睡眠時間および離床回数の少なくとも一つを含む。これにより、ユーザーは、対象者70の睡眠状況を、様々な観点から確認できる。 The sleep state of the subject 70 includes at least one of bedtime, wake-up time, sleep time, and number of times of leaving the subject 70. This allows the user to check the sleep state of the subject 70 from various viewpoints.
 また、対象者70における変化は、対象者70の睡眠状況に影響する因子における変化を含む。これにより、ユーザーは、対象者70の睡眠状況に影響する因子における変化が、対象者70の睡眠状況に与えた影響を容易に把握できる。 The change in the subject 70 includes a change in a factor that affects the sleep state of the subject 70. Thereby, the user can easily grasp the influence of the change in the factor affecting the sleep state of the subject 70 on the sleep state of the subject 70.
 また、対象者70の睡眠状況に影響する因子における変化は、対象者70の睡眠導入剤の使用量、運動量、昼寝時間および食事内容の少なくとも一つにおける変化を含む。これにより、ユーザーは、対象者70の睡眠状況に直接的に影響を与える睡眠導入剤の使用量における変化や、何らかの影響を与える可能性が高い運動量、昼寝時間および食事内容における変化が、対象者70の睡眠状況に実際に与えた影響を容易に把握できる。すなわち、ユーザーは、例えば、睡眠導入剤について、使用が必要であったか否かや、使用量が適切であったか否か等を判断したり、運動、昼寝および食事について、対象者70の睡眠を改善するために適切な対応がされたか否か等を判断したりできる。したがって、ユーザーとしてのスタッフ80および管理者90等は、判断結果を将来のケアプランに反映させることができる。 変 化 Changes in factors affecting the sleep status of the subject 70 include changes in at least one of the amount of use of the sleep-inducing agent, the amount of exercise, the nap time, and the meal content of the subject 70. This allows the user to change the amount of use of the sleep-inducing agent that directly affects the sleep state of the subject 70, or the amount of exercise, the nap time, and the meal content that are likely to have some influence on the subject 70. It is possible to easily understand the effect that actually has on the 70 sleep situations. That is, for example, the user determines whether or not use of the sleep-inducing agent is necessary, whether or not the amount of use is appropriate, or the like, and improves the sleep of the subject 70 for exercise, nap, and meal. Therefore, it can be determined whether or not appropriate measures have been taken. Therefore, the staff 80 as the user, the manager 90, and the like can reflect the determination result in a future care plan.
 また、対象者70における変化に関する情報は、対象者70に対するケアプランに関する情報に基づいて取得される。これにより、レポートの作成対象となる期間が指定されなくても、ケアプランの変更に基づいて当該期間が設定され、対象者70の睡眠状況の傾向を可視化したレポートが出力される。 情報 In addition, information on the change in the subject 70 is obtained based on information on a care plan for the subject 70. Thus, even if the period for which the report is to be created is not specified, the period is set based on the change in the care plan, and a report in which the tendency of the sleep status of the subject 70 is visualized is output.
 以上に説明した見守りシステムの構成は、上述の実施形態の特徴を説明するにあたって主要構成を説明したのであって、上述の構成に限られず、特許請求の範囲内において、種々改変することができる。また、一般的な見守りシステムが備える構成を排除するものではない。 構成 The configuration of the watching system described above is a main configuration in describing the features of the above embodiment, and is not limited to the above configuration, and can be variously modified within the scope of the claims. In addition, the configuration provided in a general watching system is not excluded.
 例えば、上述した実施形態では、レポートの作成対象となる所定の期間は、例えば、対象者70の睡眠状況に影響する因子における変化があった日を含む任意の期間であると説明した。ここで、対象者70の睡眠状況に影響する因子が複数ある場合、所定の期間を設定するための因子は、レポートの出力の際に、あるいは予め、管理者90によって選択された因子であってもよい。例えば、管理者90によって「睡眠導入剤の使用量」が選択された場合、所定の期間は、対象者70の睡眠導入剤の使用量における変化があった日に基づいて設定されてもよい。また、管理者90によって「運動量」が選択された場合、所定の期間は、対象者70の運動量における変化があった日に基づいて設定されてもよい。 For example, in the above-described embodiment, the predetermined period for which a report is to be created has been described as an arbitrary period including, for example, a day on which a change in a factor affecting the sleep state of the subject 70 has occurred. Here, when there are a plurality of factors affecting the sleep state of the subject 70, the factor for setting the predetermined period is a factor selected at the time of outputting the report or in advance by the administrator 90. Is also good. For example, when “the amount of the sleep-inducing agent used” is selected by the manager 90, the predetermined period may be set based on the day when the amount of the sleep-inducing agent used by the subject 70 changes. In addition, when “exercise amount” is selected by the administrator 90, the predetermined period may be set based on the day when the exercise amount of the target person 70 has changed.
 具体的には、例えば、対象者70の睡眠状況に影響する因子が複数ある場合、当該因子の候補が、管理者端末30の表示部33に選択可能に表示されてもよい。そして、当該因子の候補のうち所定の期間を設定するための因子が、管理者端末30の入力部34を介して、管理者90によって選択されてもよい。この場合、図9に示す処理は、少なくともステップS104の前に、当該因子の選択を管理者端末30から受け付けるステップをさらに含んでもよい。そして、ステップS104では、対象者変化情報として、受け付けられた因子における変化に関する情報が取得されてもよい。これにより、対象者70の睡眠状況に影響する複数の因子のうち、選択された因子における変化の前後における対象者70の睡眠状況の傾向を可視化したレポートが出力される。そして、ユーザーは、当該因子における変化が対象者70の睡眠状況に与えた影響を容易に把握できる。 Specifically, for example, when there are a plurality of factors that affect the sleep state of the subject 70, the candidates of the factors may be selectively displayed on the display unit 33 of the administrator terminal 30. Then, a factor for setting a predetermined period among the factor candidates may be selected by the administrator 90 via the input unit 34 of the administrator terminal 30. In this case, the process illustrated in FIG. 9 may further include a step of receiving the selection of the factor from the administrator terminal 30 at least before step S104. Then, in step S104, information on a change in the accepted factor may be obtained as subject change information. As a result, a report that visualizes the tendency of the sleep state of the subject 70 before and after the change in the selected factor among the plurality of factors affecting the sleep state of the subject 70 is output. Then, the user can easily grasp the influence of the change in the factor on the sleep state of the subject 70.
 また、上記実施形態では、レポートは、定期的に、あるいは指示があるごとに不定期に出力されると説明したが、レポートは、対象者70における変化があったと判断された場合に、自動的に出力されてもよい。この場合、図9に示す処理は、少なくともステップS103の前に、対象者70における変化があったか否かを判断するステップをさらに含んでもよい。そして、対象者70における変化があったと判断された場合、ステップS103では、変化があった対象者70の指定が受け付けられたものとされ、変化があった対象者70について、ステップS104~S107の処理が自動的に実行されてもよい。なお、上述したように、対象者70の睡眠状況に影響する因子が複数ある場合には、管理者90によって選択された因子における変化があったと判断された場合に、ステップS104~S107の処理が自動的に実行されてもよい。 In the above-described embodiment, the report is described to be output periodically or irregularly each time there is an instruction. However, the report is automatically output when it is determined that there is a change in the target person 70. May be output. In this case, the processing illustrated in FIG. 9 may further include a step of determining whether or not the subject 70 has changed at least before step S103. If it is determined that there is a change in the target person 70, it is determined in step S103 that the designation of the changed target person 70 has been accepted, and the changed target person 70 is determined in steps S104 to S107. The processing may be performed automatically. As described above, when there are a plurality of factors that affect the sleep state of the subject 70, when it is determined that there is a change in the factors selected by the manager 90, the processes of steps S104 to S107 are performed. It may be performed automatically.
 また、上記実施形態では、対象者睡眠状況情報は、検出部10によって測定される起床時刻に関する情報を含むと説明したが、検出部10によって測定される、起床してから離床するまでの時間に関する情報をさらに含んでもよい。そして、起床してから離床するまでの時間の傾向を可視化したレポートが出力されてもよい。これにより、ユーザーは、例えば当該時間が長い場合、対象者70の起床後に睡眠導入剤の影響が残っており、対象者70の睡眠導入剤の使用量が多すぎたこと等を把握できる。 In the above-described embodiment, the subject sleep state information has been described to include the information on the wake-up time measured by the detection unit 10; It may further include information. Then, a report that visualizes the tendency of the time from getting up to leaving the bed may be output. Thus, for example, when the time is long, the user can recognize that the sleep inducer remains affected after the subject 70 wakes up, and that the subject 70 uses too much the sleep inducer.
 また、サーバー20が備える機能を、管理者端末30、または検出部10が備えるようにしてもよい。 The function provided in the server 20 may be provided in the administrator terminal 30 or the detection unit 10.
 また、検出部10、サーバー20、管理者端末30およびスタッフ端末40は、それぞれ複数の装置により構成されてもよく、いずれか複数の装置が単一の装置として構成されてもよい。 The detection unit 10, the server 20, the administrator terminal 30, and the staff terminal 40 may each be configured by a plurality of devices, or any one of the plurality of devices may be configured as a single device.
 また、上述したフローチャートは、一部のステップを省略してもよく、他のステップが追加されてもよい。また各ステップの一部は同時に実行されてもよく、一つのステップが複数のステップに分割されて実行されてもよい。 In addition, some steps may be omitted from the flowchart described above, and other steps may be added. Further, some of the steps may be executed simultaneously, or one step may be divided into a plurality of steps and executed.
 また、レポートにおいて、複数の対象者70の睡眠状況が、対象者70ごとに可視化されてもよい。この場合、レポートには、対象者70ごとのコメントが追加されてもよい。これにより、施設全体として各対象者70に対するサービスの向上が実現される。 In the report, the sleep status of the plurality of subjects 70 may be visualized for each subject 70. In this case, a comment for each target person 70 may be added to the report. Thereby, the improvement of the service for each target person 70 is realized as the whole facility.
 また、上述した実施形態に係る見守りシステム1における各種処理を行う手段および方法は、専用のハードウェア回路、またはプログラムされたコンピューターのいずれによっても実現することが可能である。上記プログラムは、例えば、USBメモリやDVD(Digital Versatile Disc)-ROM等のコンピューター読み取り可能な記録媒体によって提供されてもよいし、インターネット等のネットワークを介してオンラインで提供されてもよい。この場合、コンピューター読み取り可能な記録媒体に記録されたプログラムは、通常、ハードディスク等の記憶部に転送され記憶される。また、上記プログラムは、単独のアプリケーションソフトとして提供されてもよいし、一機能としてその検出部等の装置のソフトウエアに組み込まれてもよい。 The means and method for performing various processes in the watching system 1 according to the above-described embodiment can be realized by either a dedicated hardware circuit or a programmed computer. The above program may be provided by 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 program may be provided as independent application software, or may be incorporated as one function into software of a device such as a detection unit.
 本出願は、2018年6月25日に出願された日本特許出願(特願2018-119563号)に基づいており、その開示内容は、参照され、全体として組み入れられている。 This application is based on a Japanese patent application filed on June 25, 2018 (Japanese Patent Application No. 2018-119563), the disclosure of which is incorporated by reference.
 1 見守りシステム、
 10 検出部、
 11 制御部、
 12 通信部、
 13 カメラ、
 14 ナースコール部、
 15 音声入出力部、
 20 サーバー、
 21 制御部、
 211 入力制御部、
 212 記憶制御部、
 213 取得部、
 214 演算部、
 215 出力制御部、
 22 通信部、
 23 記憶部、
 30 管理者端末、
 31 制御部、
 32 通信部、
 33 表示部、
 34 入力部、
 40 スタッフ端末、
 41 制御部、
 42 無線通信部、
 43 表示部、
 44 入力部、
 45 音声入出力部、
 50 ネットワーク、
 51 アクセスポイント、
 60 ベッド、
 70 対象者、
 80 スタッフ、
 90 管理者。
 
1 Watching system,
10 detector,
11 control part,
12 communication unit,
13 cameras,
14 Nurse call department,
15 audio input / output unit,
20 servers,
21 control part,
211 input control unit,
212 storage control unit,
213 acquisition unit,
214 arithmetic unit,
215 output control unit,
22 communication unit,
23 storage unit,
30 administrator terminal,
31 control unit,
32 communication unit,
33 display unit,
34 input section,
40 staff terminals,
41 control unit,
42 wireless communication unit,
43 display unit,
44 input section,
45 voice input / output unit,
50 networks,
51 access points,
60 beds,
70 subjects,
80 staff,
90 Administrator.

Claims (10)

  1.  対象者に関するレポートをコンピューターに出力させるレポート出力プログラムであって、
     記憶された前記対象者に関する情報から前記対象者における変化に関する情報を取得する手順(a)と、
     前記手順(a)において取得された前記変化に関する情報に基づいて、前記変化があった日を含む所定の期間において蓄積された、前記対象者の睡眠状況に関する情報を取得する手順(b)と、
     前記手順(b)において取得された前記睡眠状況に関する情報に基づいて、前記睡眠状況の傾向を可視化した結果を含むレポートを作成する手順(c)と、
     前記手順(c)において作成された前記レポートを出力する手順(d)と、
     を含む処理をコンピューターに実行させるためのレポート出力プログラム。
    A report output program for outputting a report on the subject to a computer,
    Obtaining (a) information about a change in the subject from the stored information about the subject;
    A step (b) of acquiring information on the sleep state of the subject, accumulated in a predetermined period including a day on which the change is made, based on the information on the change acquired in the step (a);
    A step (c) of creating a report including a result of visualizing the tendency of the sleep state based on the information on the sleep state acquired in the step (b);
    Outputting the report created in the step (c) (d);
    A report output program that causes a computer to execute a process that includes.
  2.  前記睡眠状況は、就寝時刻、起床時刻、睡眠時間および離床回数の少なくとも一つを含む請求項1に記載のレポート出力プログラム。 2. The report output program according to claim 1, wherein the sleep state includes at least one of a bedtime, a wake-up time, a sleep time, and the number of times of leaving the bed.
  3.  前記対象者における変化は、前記対象者の前記睡眠状況に影響する因子における変化を含む請求項1または2に記載のレポート出力プログラム。 3. The report output program according to claim 1, wherein the change in the subject includes a change in a factor affecting the sleep state of the subject. 4.
  4.  前記因子における変化は、前記対象者の睡眠導入剤の使用量、運動量、昼寝時間および食事内容の少なくとも一つにおける変化を含む請求項3に記載のレポート出力プログラム。 4. The report output program according to claim 3, wherein the change in the factor includes a change in at least one of an amount of use of the sleep inducer, an amount of exercise, a nap time, and a meal content of the subject.
  5.  前記処理は、前記因子が複数ある場合、前記因子の選択を受け付ける手順(e)をさらに含み、
     前記因子における変化は、前記手順(e)において受け付けられた前記因子における変化である請求項3または4に記載のレポート出力プログラム。
    The processing further includes a step (e) of receiving a selection of the factor when there are a plurality of the factors,
    The program according to claim 3, wherein the change in the factor is a change in the factor received in the step (e).
  6.  前記処理は、前記対象者における変化があったか否かを判断する手順(f)をさらに含み、
     前記手順(f)において前記変化があったと判断された場合、前記手順(a)において前記変化に関する情報が取得され、前記手順(b)において前記睡眠状況に関する情報が取得され、前記手順(c)において前記レポートが作成され、前記(d)において前記レポートが出力される請求項1~5のいずれか一項に記載のレポート出力プログラム。
    The processing further includes a step (f) of determining whether there has been a change in the subject,
    When it is determined in step (f) that the change has occurred, information on the change is obtained in step (a), information on the sleep state is obtained in step (b), and the procedure (c) is obtained. The report output program according to any one of claims 1 to 5, wherein the report is generated in (d), and the report is output in (d).
  7.  前記変化に関する情報は、前記対象者に対するケアプランに関する情報に基づいて取得される請求項1~6のいずれか一項に記載のレポート出力プログラム。 The report output program according to any one of claims 1 to 6, wherein the information on the change is obtained based on information on a care plan for the subject.
  8.  前記可視化した結果は、図、表およびグラフの少なくともいずれかを含む請求項1~7のいずれか一項に記載のレポート出力プログラム。 The report output program according to any one of claims 1 to 7, wherein the visualized result includes at least one of a figure, a table, and a graph.
  9.  記憶された対象者に関する情報から前記対象者における変化に関する情報を取得する手順(a)と、
     前記手順(a)において取得された前記変化に関する情報に基づいて、前記変化があった日を含む所定の期間において蓄積された、前記対象者の睡眠状況に関する情報を取得する手順(b)と、
     前記手順(b)において取得された前記睡眠状況に関する情報に基づいて、前記睡眠状況の傾向を可視化した結果を含むレポートを作成する手順(c)と、
     前記手順(c)において作成された前記レポートを出力する手順(d)と、
     を含むレポート出力方法。
    Acquiring (a) information about a change in the subject from the stored information about the subject;
    A step (b) of acquiring information on the sleep state of the subject, accumulated in a predetermined period including a day on which the change is made, based on the information on the change acquired in the step (a);
    A step (c) of creating a report including a result of visualizing the tendency of the sleep state based on the information on the sleep state acquired in the step (b);
    Outputting the report created in the step (c) (d);
    Report output method including.
  10.  記憶された対象者に関する情報から前記対象者における変化に関する情報を取得し、取得された前記変化に関する情報に基づいて、前記変化があった日を含む所定の期間において蓄積された、前記対象者の睡眠状況に関する情報を取得する取得部と、
     前記取得部によって取得された前記睡眠状況に関する情報に基づいて、前記睡眠状況の傾向を可視化した結果を含むレポートを作成する演算部と、
     前記演算部によって作成された前記レポートを出力する出力部と、
     を有するレポート出力装置。
     
    The information about the change in the subject is acquired from the stored information about the subject, and based on the acquired information about the change, the information of the subject is accumulated for a predetermined period including the date on which the change occurs. An acquisition unit that acquires information about a sleep state;
    A calculation unit that creates a report including a result of visualizing the tendency of the sleep situation, based on the information about the sleep situation acquired by the acquisition unit;
    An output unit that outputs the report created by the calculation unit,
    Report output device having
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Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2017174012A (en) * 2016-03-22 2017-09-28 エコナビスタ株式会社 Program, information processing method and information processing apparatus
WO2017213136A1 (en) * 2016-06-09 2017-12-14 コニカミノルタ株式会社 Living body monitoring device and living body monitoring method

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2017174012A (en) * 2016-03-22 2017-09-28 エコナビスタ株式会社 Program, information processing method and information processing apparatus
WO2017213136A1 (en) * 2016-06-09 2017-12-14 コニカミノルタ株式会社 Living body monitoring device and living body monitoring method

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