Study Results
The study team has not published outcome measurements, participant flow, or safety data for this trial yet. Check back later for updates.
Basic Information
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ACTIVE_NOT_RECRUITING
7205000 participants
OBSERVATIONAL
2013-07-05
2025-12-31
Brief Summary
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Detailed Description
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The research project will leverage on the Health Data Grid (HDG) pilot project, now known as Business Research Analytics Insights Network (BRAIN). BRAIN will be a virtual repository that will enable access to anonymised and merged data from disparate databases at multiple institutions. The structures of BRAIN will preserve patients' privacy and confidentiality, ensure IT security and allow access only by authorised persons. The BRAIN pilot project will be co-funded by MOH and the Infocommunication Media Development Authority of Singapore (IMDA). To avoid doubt, after the BRAIN pilot project, a separate approval from the appropriate stakeholders will have to be sought for further funding of the operating costs of the BRAIN, regardless of whether the value of the BRAIN has been demonstrated during the BRAIN pilot project. There is no direct cost involved in the research project.
For the research project, MOH will contribute administrative data from the Registry of Births and Deaths, Casemix \& Subvention, the Mediclaim, and Omnibus databases, and the other participating institutions will contribute the data from the National Electronic Health Records (NEHR), Electronic Health Intelligence System (eHIntS) and Enterprise Data Warehouse (EDW) to BRAIN. Only anonymised data from BRAIN will be utilised for the research project.
Conditions
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Study Design
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COHORT
OTHER
Study Groups
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Coronary Artery Disease
1. Clinical data collected by Singapore Cardiac Data Bank (SCDB)
2. Clinical, administrative, pharmacy, financial data collected by each participating hospital
3. Administrative data collected by the Ministry of Health
Data Collection
1. Collection of data as detailed below:
1. Clinical data collected by SCDB
2. Clinical, administrative, pharmacy, financial data collected by each participating hospital
3. Administrative data collected by MOH
2. Data will be extracted and anonymized on a secure healthcare analytics platform
3. Collaboration with the MOH for collection of administrative and financial data
4. Analysis on how healthcare behavior is affected by education, socioeconomic level and other social or cultural factors.
5. Statistical Analysis by the bio statistical team. This team will be responsible for collecting and merging the collected data and will also ensure the quality of the data.
Heart Failure
1. Clinical data collected by Singapore Cardiac Data Bank (SCDB)
2. Clinical, administrative, pharmacy, financial data collected by each participating hospital
3. Administrative data collected by the Ministry of Health
Data Collection
1. Collection of data as detailed below:
1. Clinical data collected by SCDB
2. Clinical, administrative, pharmacy, financial data collected by each participating hospital
3. Administrative data collected by MOH
2. Data will be extracted and anonymized on a secure healthcare analytics platform
3. Collaboration with the MOH for collection of administrative and financial data
4. Analysis on how healthcare behavior is affected by education, socioeconomic level and other social or cultural factors.
5. Statistical Analysis by the bio statistical team. This team will be responsible for collecting and merging the collected data and will also ensure the quality of the data.
Atrial Fibrillation
1. Clinical data collected by Singapore Cardiac Data Bank (SCDB)
2. Clinical, administrative, pharmacy, financial data collected by each participating hospital
3. Administrative data collected by the Ministry of Health
Data Collection
1. Collection of data as detailed below:
1. Clinical data collected by SCDB
2. Clinical, administrative, pharmacy, financial data collected by each participating hospital
3. Administrative data collected by MOH
2. Data will be extracted and anonymized on a secure healthcare analytics platform
3. Collaboration with the MOH for collection of administrative and financial data
4. Analysis on how healthcare behavior is affected by education, socioeconomic level and other social or cultural factors.
5. Statistical Analysis by the bio statistical team. This team will be responsible for collecting and merging the collected data and will also ensure the quality of the data.
Interventions
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Data Collection
1. Collection of data as detailed below:
1. Clinical data collected by SCDB
2. Clinical, administrative, pharmacy, financial data collected by each participating hospital
3. Administrative data collected by MOH
2. Data will be extracted and anonymized on a secure healthcare analytics platform
3. Collaboration with the MOH for collection of administrative and financial data
4. Analysis on how healthcare behavior is affected by education, socioeconomic level and other social or cultural factors.
5. Statistical Analysis by the bio statistical team. This team will be responsible for collecting and merging the collected data and will also ensure the quality of the data.
Eligibility Criteria
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Inclusion Criteria
Exclusion Criteria
21 Years
120 Years
ALL
No
Sponsors
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Ministry of Health, Singapore
OTHER_GOV
Changi General Hospital
OTHER
National University Hospital, Singapore
OTHER
Singapore General Hospital
OTHER
Tan Tock Seng Hospital
OTHER
Khoo Teck Puat Hospital
OTHER
SingHealth Polyclinics
OTHER
National Healthcare Group, Singapore
OTHER_GOV
Ng Teng Fong General Hospital
OTHER
Sengkang General Hospital
OTHER
National University Polyclinics
UNKNOWN
Alexandra Hospital
OTHER
National Heart Centre Singapore
OTHER
Responsible Party
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Principal Investigators
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Khung Keong Yeo
Role: PRINCIPAL_INVESTIGATOR
National Heart Centre Singapore
Locations
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National University Hospital (Singapore) Pte Ltd
Singapore, , Singapore
National Healthcare Group Polyclinics
Singapore, , Singapore
SingHealth Polyclinics
Singapore, , Singapore
Alexandra Hospital
Singapore, , Singapore
Singapore General Hospital
Singapore, , Singapore
National Heart Centre Singapore
Singapore, , Singapore
Ministry of Health
Singapore, , Singapore
Tan Tock Seng Hospital Pte Ltd
Singapore, , Singapore
Changi General Hospital
Singapore, , Singapore
National University Polyclinics
Singapore, , Singapore
Ng Teng Fong General Hospital
Singapore, , Singapore
Khoo Teck Puat Hospital
Singapore, , Singapore
Sengkang Hospital
Singapore, , Singapore
Countries
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Other Identifiers
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CIRB/2013-391/C
Identifier Type: -
Identifier Source: org_study_id
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