UMIN-ICDS Clinical Trial

Unique ID issued by UMIN UMIN000061004
Receipt number R000069809
Scientific Title Prospective observational study on the construction of a next-generation medical operations support system and hospital operations efficiency and reduction of medical staff burden through AI and digital technology
Date of disclosure of the study information 2026/03/21
Last modified on 2026/03/21 17:39:02

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Basic information

Public title

Prospective observational study on the construction of a next-generation medical operations support system and hospital operations efficiency and reduction of medical staff burden through AI and digital technology

Acronym

Project R (AI & DX): Next-generation hospital management and workload reduction using AI

Scientific Title

Prospective observational study on the construction of a next-generation medical operations support system and hospital operations efficiency and reduction of medical staff burden through AI and digital technology

Scientific Title:Acronym

Project R (AI & DX): Next-generation hospital management and workload reduction using AI

Region

Japan


Condition

Condition

Hospital Administration and Management, AI and Digital Technology, Reduction of Medical Staff Burden, Acute Care

Classification by specialty

Not applicable

Classification by malignancy

Others

Genomic information

NO


Objectives

Narrative objectives1

To evaluate how various functions of an AI-driven system contribute to accelerating management decision-making, reducing physician overtime, and improving hospital financial performance.

Basic objectives2

Others

Basic objectives -Others

To investigate the organizational challenges associated with AI implementation and the process of behavioral and psychological shifts among staff (including psychological and structural barriers, and changes in AI acceptance).

Trial characteristics_1


Trial characteristics_2


Developmental phase



Assessment

Primary outcomes

Integrated index of hospital operation efficiency and burden reduction: trends in time required for major decision-making (e.g., bed adjustment, emergency acceptance) and changes in physician overtime hours.

Key secondary outcomes

Labor environment indicators (overtime hours)

Management indicators (operating income, labor distribution rate)

Work efficiency indicators (time reduced by AI automation)

Operational indicators (patient volume, wait times, surgery room usage)

Psychological indicators (burnout scale, AI acceptance)


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


Not applicable

Age-upper limit


Not applicable

Gender

Male and Female

Key inclusion criteria

1. Management projects deliberated or decided upon in the strategy meetings of the Business Planning and Strategy Office.

2. Budget and financial closing data of all departments and management statistical records.

3. Minutes of strategy meetings and records of associated decision-making processes.

Key exclusion criteria

Routine maintenance and management tasks not directly related to the implementation of this system.
Other records deemed inappropriate for this study by the principal investigator.

Target sample size

50


Research contact person

Name of lead principal investigator

1st name TAKEHIRO
Middle name
Last name IZUMO

Organization

Japanese Red Cross Medical Center

Division name

Business Planning and Strategy Office and Department of Respiratory Medicine

Zip code

1508935

Address

4-1-22, Hiroo, Shibuya-ku, Tokyo

TEL

03-3400-1311

Email

drtake1118@gmail.com


Public contact

Name of contact person

1st name TAKEHIRO
Middle name
Last name IZUMO

Organization

Japanese Red Cross Medical Center

Division name

Business Planning and Strategy Office and Department of Respiratory Medicine

Zip code

1660004

Address

4-1-22, Hiroo, Shibuya-ku, Tokyo

TEL

09074122408

Homepage URL


Email

izumo_takehiro@med.jrc.or.jp


Sponsor or person

Institute

Japanese Red Cross Medical Center

Institute

Department

Personal name



Funding Source

Organization

Self-funded

Organization

Division

Category of Funding Organization

Self funding

Nationality of Funding Organization



Other related organizations

Co-sponsor


Name of secondary funder(s)



IRB Contact (For public release)

Organization

Institutional Review Board of Japanese Red Cross Medical Center

Address

4-1-22, Hiroo, Shibuya-ku, Tokyo

Tel

03-3400-1311

Email

izumo_takehiro@med.jrc.or.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

2026 Year 03 Month 21 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

Enrolling by invitation

Date of protocol fixation

2026 Year 02 Month 11 Day

Date of IRB

2026 Year 03 Month 18 Day

Anticipated trial start date

2026 Year 03 Month 19 Day

Last follow-up date

2029 Year 03 Month 31 Day

Date of closure to data entry


Date trial data considered complete


Date analysis concluded



Other

Other related information

This is a single-center prospective observational study. We will evaluate the construction process of a next-generation medical operations support system, developed in collaboration with external partner companies, and its effectiveness in improving hospital management and the labor environment. A historical control design will be employed to compare the data with management records from the same period in previous years.


Management information

Registered date

2026 Year 03 Month 21 Day

Last modified on

2026 Year 03 Month 21 Day



Link to view the page

Value
https://center6.umin.ac.jp/cgi-open-bin/icdr_e/ctr_view.cgi?recptno=R000069809