ArticleBMC medical informatics and decision making2022
Identifying primary care datasets and perspectives on their secondary use: a survey of Australian data users and custodians.
Article in BMC medical informatics and decision making, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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Who cites it
14 citing papers in PubMed.
- Piloting a Clinical Decision Support System for Unintended Weight Loss in Primary Care: Mixed Methods Study on Early Cancer Detection.JMIR cancer · 2026Article
- Attitudes towards data access and sharing health data for research: a case study of Australian data custodian perspectives.Health information management : journal of the Health Information Management Association of Australia · 2026Article
- Infectious disease outcomes associated with inadequate housing and access to healthy living practices in Australia: a systematic review.BMJ public health · 2026Article
- Primary care physicians' perspectives on digital health tools for chronic disease management: A rapid review.PLOS digital health · 2025Review
- Article
- Enhancing primary care quality improvement through national data collection and validation: the primary care quality initiative in Sweden.Scandinavian journal of primary health care · 2025Article
- Benefits and risks of health data reuse for healthcare providers: stakeholder perspectives from a qualitative interview study.BMC health services research · 2025Article
- Can routinely collected primary healthcare data be used to assess Aboriginal children's health and wellbeing longitudinally? A retrospective analysis of electronic medical records from an Aboriginal community-controlled health service in Central Australia.International journal of population data science · 2025Article
- A cross domain access control model for medical consortium based on DBSCAN and penalty function.BMC medical informatics and decision making · 2024Article
- Undercounting diagnoses in Australian general practice: a data quality study with implications for population health reporting.BMC medical informatics and decision making · 2024Article
- The knowledge and reuse practices of researchers utilising government health information assets, Victoria, Australia, 2008-2020.PloS one · 2024Article
- Data Resource Profile: Victorian Comprehensive Cancer Centre Data Connect.International journal of epidemiology · 2023Article
- Healthcare utilization is a collider: an introduction to collider bias in EHR data reuse.Journal of the American Medical Informatics Association : JAMIA · 2023Article
- DQAgui: a graphical user interface for the MIRACUM data quality assessment tool.BMC medical informatics and decision making · 2022Article
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundMost people receive most of their health care in in Australia in primary care, yet researchers and policymakers have limited access to resulting clinical data. Widening access to primary care data and linking it with hospital or other data can contribute to research informing policy and provision of services and care; however, limitations of primary care data and barriers to access curtail its use. The Australian Health Research Alliance (AHRA) is seeking to build capacity in data-driven healthcare improvement; this study formed part of its workplan.
methodsThe study aimed to build capacity for data driven healthcare improvement through identifying primary care datasets in Australia available for secondary use and understand data quality frameworks being applied to them, and factors affecting national capacity for secondary use of primary care data from the perspectives of data custodians and users. Purposive and snowball sampling were used to disseminate a questionnaire and respondents were invited to contribute additional information via semi-structured interviews.
resultsSixty-two respondents collectively named 106 datasets from eclectic sources, indicating a broad conceptualisation of what a primary care dataset available for secondary use is. The datasets were generated from multiple clinical software systems, using different data extraction tools, resulting in non-standardised data structures. Use of non-standard data quality frameworks were described by two-thirds of data custodians. Building trust between citizens, clinicians, third party data custodians and data end-users was considered by many to be a key enabler to improve primary care data quality and efficiencies related to secondary use. Trust building qualities included meaningful stakeholder engagement, transparency, strong leadership, shared vision, robust data security and data privacy protection. Resources to improve capacity for primary care data access and use were sought for data collection tool improvements, workforce upskilling and education, incentivising data collection and making data access more affordable.
conclusionsThe large number of identified Australian primary care related datasets suggests duplication of labour related to data collection, preparation and utilisation. Benefits of secondary use of primary care data were many, and strong national leadership is required to reach consensus on how to address limitations and barriers, for example accreditation of EMR clinical software systems and the adoption of agreed data and quality standards at all stages of the clinical and research data-use lifecycle. The study informed the workplan of AHRA's Transformational Data Collaboration to improve partner engagement and use of clinical data for research.
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