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Engstrom T, Lobo EH, Watego K, Nelson C, Wang J, Wong H, Kim SL, Oh SI, Lawley M, Gorse AD, Ward J, Sullivan C. Indigenous data governance approaches applied in research using routinely collected health data: a scoping review. NPJ Digit Med 2024; 7:68. [PMID: 38491156 PMCID: PMC10943072 DOI: 10.1038/s41746-024-01070-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Accepted: 02/29/2024] [Indexed: 03/18/2024] Open
Abstract
Globally, there is a growing acknowledgment of Indigenous Peoples' rights to control data related to their communities. This is seen in the development of Indigenous Data Governance standards. As health data collection increases, it's crucial to apply these standards in research involving Indigenous communities. Our study, therefore, aims to systematically review research using routinely collected health data of Indigenous Peoples, understanding the Indigenous Data Governance approaches and the associated advantages and challenges. We searched electronic databases for studies from 2013 to 2022, resulting in 85 selected articles. Of these, 65 (77%) involved Indigenous Peoples in the research, and 60 (71%) were authored by Indigenous individuals or organisations. While most studies (93%) provided ethical approval details, only 18 (21%) described Indigenous guiding principles, 35 (41%) reported on data sovereignty, and 28 (33%) addressed consent. This highlights the increasing focus on Indigenous Data Governance in utilising health data. Leveraging existing data sources in line with Indigenous data governance principles is vital for better understanding Indigenous health outcomes.
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Affiliation(s)
- Teyl Engstrom
- Queensland Digital Health Centre, Centre for Health Services Research, The University of Queensland, Herston, QLD, Australia.
| | - Elton H Lobo
- Queensland Digital Health Centre, Centre for Health Services Research, The University of Queensland, Herston, QLD, Australia.
| | - Kristie Watego
- Institute for Urban Indigenous Health, Windsor, QLD, Australia
| | - Carmel Nelson
- Institute for Urban Indigenous Health, Windsor, QLD, Australia
| | - Jinxiang Wang
- Poche Centre for Indigenous Health, The University of Queensland, Herston, QLD, Australia
| | - Howard Wong
- Queensland Digital Health Centre, Centre for Health Services Research, The University of Queensland, Herston, QLD, Australia
| | - Sungkyung Linda Kim
- Queensland Digital Health Centre, Centre for Health Services Research, The University of Queensland, Herston, QLD, Australia
| | - Soo In Oh
- Queensland Digital Health Centre, Centre for Health Services Research, The University of Queensland, Herston, QLD, Australia
| | | | | | - James Ward
- Poche Centre for Indigenous Health, The University of Queensland, Herston, QLD, Australia
| | - Clair Sullivan
- Queensland Digital Health Centre, Centre for Health Services Research, The University of Queensland, Herston, QLD, Australia
- Royal Brisbane and Women's Hospital, Herston, QLD, Australia
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Creatinine standardization: a key consideration in evaluating whole blood creatinine monitoring systems for CKD screening. Anal Bioanal Chem 2022; 414:3279-3289. [PMID: 35260937 PMCID: PMC8956531 DOI: 10.1007/s00216-022-03942-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Revised: 01/16/2022] [Accepted: 01/31/2022] [Indexed: 11/28/2022]
Abstract
Early detection of CKD using point of care creatinine and eGFR testing improves patient management outcomes. We undertook a field study to evaluate the use of a whole blood creatinine/eGFR device to screen a rural Nicaraguan population to determine the variability between creatinine methods and specimen types. All specimens including capillary and venous dried blood spots (DBS) were tested with an isotope dilution liquid chromatography mass spectrometry (ID-LCMS) gold standard method. This is to our knowledge the first time a capillary whole blood (POC) method has been directly compared to the gold standard IDMS method, through the novel approach of using dried blood spots. Capillary and venous whole blood specimens were obtained and tested directly with the BCMS method, and then, DBS samples were prepared. Venous plasma specimens were tested using three laboratory analyzer creatinine methods. DBS were sent to the site performing ID-LCMS. Control samples were also prepared to assess the stability of shipment and storage of DBS. The ID-LCMS method was aligned using primary and secondary standards. Sixty-six (66) patients participated in the study, and the CKD prevalence rate was 7.8%. While all creatinine methods showed a good correlation to ID-LCMS, there was a positive bias (mean absolute bias range: 0.21–0.63 mg/dL). All methods used were 100% sensitive, but specificity varied from 62.7 to 94.9% with PPV ranging from 25 to 62.5%. A correction factor was used to align the values from each method to ID-LCMS which improved the specificity of each method. This study used a unique DBS approach to align capillary whole blood creatinine to ID-LCMS. To ensure reliability of BCMS for identifying screened patients with CKD, it is important to establish IDMS traceability and alignment prior to undertaking CKD studies.
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