UMIN-ICDS Clinical Trial

Unique ID issued by UMIN UMIN000059545
Receipt number R000068041
Scientific Title A Study on the Relationship Between Electricity Usage Patterns Obtained from Smart Meters and the Onset Period of Depression
Date of disclosure of the study information 2025/10/27
Last modified on 2025/10/27 11:12:36

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Basic information

Public title

A Study on the Relationship Between Electricity Usage Patterns Obtained from Smart Meters and the Onset Period of Depression

Acronym

A Study on the Relationship Between Electricity Usage Patterns Obtained from Smart Meters and the Onset Period of Depression

Scientific Title

A Study on the Relationship Between Electricity Usage Patterns Obtained from Smart Meters and the Onset Period of Depression

Scientific Title:Acronym

A Study on the Relationship Between Electricity Usage Patterns Obtained from Smart Meters and the Onset Period of Depression

Region

Japan


Condition

Condition

Major Depressive Disorder

Classification by specialty

Psychiatry

Classification by malignancy

Others

Genomic information

NO


Objectives

Narrative objectives1

This study investigates the relationship between electricity usage patterns and depressive symptoms in patients with depression, based on their electricity consumption data and medical records over the past two years

Basic objectives2

Safety,Efficacy

Basic objectives -Others


Trial characteristics_1


Trial characteristics_2


Developmental phase



Assessment

Primary outcomes

Electricity usage patterns before and after the onset of depression

Key secondary outcomes

Before and after the onset of depression:
Estimated sleep duration based on electricity usage
Estimated nighttime activity duration based on electricity usage
Daytime electricity usage on holidays


Base

Study type

Observational


Study design

Basic design


Randomization


Randomization unit


Blinding


Control


Stratification


Dynamic allocation


Institution consideration


Blocking


Concealment



Intervention

No. of arms


Purpose of intervention


Type of intervention


Interventions/Control_1


Interventions/Control_2


Interventions/Control_3


Interventions/Control_4


Interventions/Control_5


Interventions/Control_6


Interventions/Control_7


Interventions/Control_8


Interventions/Control_9


Interventions/Control_10



Eligibility

Age-lower limit

20 years-old <=

Age-upper limit

60 years-old >=

Gender

Male and Female

Key inclusion criteria

Participants
Individuals diagnosed with depression who are currently receiving treatment at Fujita Health University Hospital, RIC Mental Clinic Sangenjaya, or RIC Mental Clinic Azamino, living alone, and aged between 20 and 60 years.
At the time of consent, individuals who have been the registered electricity contract holders for at least the past two years.
At the time of consent, individuals who have been living alone for at least the past two years.
At the time of consent, individuals who have not changed residence for at least the past two years.

Inclusion Criteria
Individuals who have received a full explanation of the study's purpose and methods, understood the content, and provided written informed consent to participate and to allow access to their electricity usage data.
Individuals aged between 20 and 60 years at the time of consent.
Individuals diagnosed with depression within the past three months.
Individuals who, at the time of consent, have been living in a residence equipped with a smart meter for at least the past two years.
Individuals without significant cognitive impairments that would interfere with participation in the study.

Key exclusion criteria

Individuals unable to provide informed consent by themselves.
Individuals diagnosed with bipolar disorder or schizophrenia.
Individuals living with others (e.g., family members), as unique electricity usage patterns cannot be ensured.
Individuals who have moved residences or had their smart meter removed during the study period (past two years).
Any other cases deemed inappropriate for participation by the principal investigator or co-investigators.

Target sample size

100


Research contact person

Name of lead principal investigator

1st name Masami
Middle name
Last name Miyata

Organization

Fujita Health University

Division name

Chubu Electric Power Joint Research Division for Integrated Community Care System,Schoo of Medicine

Zip code

4701192

Address

1-98 Dengakugakubo, Kutsukake-cho,Toyoake, Aichi, JAPAN

TEL

0562932350

Email

miyatama@fujita-hu.ac.jp


Public contact

Name of contact person

1st name Masami
Middle name
Last name Miyata

Organization

Fujita Health University

Division name

Chubu Electric Power Joint Research Division for Integrated Community Care System,Schoo of Medicine

Zip code

4701192

Address

1-98 Dengakugakubo, Kutsukake-cho,Toyoake, Aichi, JAPAN

TEL

0562932350

Homepage URL


Email

miyatama@fujita-hu.ac.jp


Sponsor or person

Institute

Fujita Health University

Institute

Department

Personal name



Funding Source

Organization

Fujita Health University

Organization

Division

Category of Funding Organization

Other

Nationality of Funding Organization



Other related organizations

Co-sponsor


Name of secondary funder(s)



IRB Contact (For public release)

Organization

Institutional review Board of Fujita Health University

Address

1-98 Dengakugakubo, Kutsukake-cho,Toyoake, Aichi, JAPAN

Tel

0562932350

Email

miyatama@fujita-hu.ac.jp


Secondary IDs

Secondary IDs

NO

Study ID_1


Org. issuing International ID_1


Study ID_2


Org. issuing International ID_2


IND to MHLW



Institutions

Institutions



Other administrative information

Date of disclosure of the study information

2025 Year 10 Month 27 Day


Related information

URL releasing protocol


Publication of results

Unpublished


Result

URL related to results and publications


Number of participants that the trial has enrolled


Results


Results date posted


Results Delayed


Results Delay Reason


Date of the first journal publication of results


Baseline Characteristics


Participant flow


Adverse events


Outcome measures


Plan to share IPD


IPD sharing Plan description



Progress

Recruitment status

Preinitiation

Date of protocol fixation

2025 Year 10 Month 16 Day

Date of IRB

2025 Year 10 Month 16 Day

Anticipated trial start date

2025 Year 10 Month 27 Day

Last follow-up date

2026 Year 03 Month 31 Day

Date of closure to data entry


Date trial data considered complete


Date analysis concluded



Other

Other related information

This study is an observational study and represents the first attempt to extract daily behavioral patterns from electricity usage data obtained via smart meters and analyze their association with mental states such as depression.


Management information

Registered date

2025 Year 10 Month 27 Day

Last modified on

2025 Year 10 Month 27 Day



Link to view the page

Value
https://center6.umin.ac.jp/cgi-open-bin/icdr_e/ctr_view.cgi?recptno=R000068041