Data Interoperability in Context: The Importance of Open-Source Implementations When Choosing Open Standards (Preprint) Article Swipe
D. Kapitan
,
Femke Heddema
,
André Dekker
,
Melle Sieswerda
,
Berend Verhoeff
,
Matt Berg
·
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.2196/preprints.66616
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.2196/preprints.66616
UNSTRUCTURED Following the proposal by Tsafnat et al (2024) to converge on three open health data standards, this viewpoint offers a critical reflection on their proposed alignment of openEHR, Fast Health Interoperability Resources (FHIR), and Observational Medical Outcomes Partnership (OMOP) as default data standards for clinical care and administration, data exchange, and longitudinal analysis, respectively. We argue that open standards are a necessary but not sufficient condition to achieve health data interoperability. The ecosystem of open-source software needs to be considered when choosing an appropriate standard for a given context. We discuss two specific contexts, namely standardization of (1) health data for federated learning, and (2) health data sharing in low- and middle-income countries. Specific design principles, practical considerations, and implementation choices for these two contexts are described, based on ongoing work in both areas. In the case of federated learning, we observe convergence toward OMOP and FHIR, where the two standards can effectively be used side-by-side given the availability of mediators between the two. In the case of health information exchanges in low and middle-income countries, we see a strong convergence toward FHIR as the primary standard. We propose practical guidelines for context-specific adaptation of open health data standards.
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- Type
- preprint
- Language
- en
- Landing Page
- https://doi.org/10.2196/preprints.66616
- https://s3.ca-central-1.amazonaws.com/assets.jmir.org/assets/preprints/preprint-66616-submitted.pdf
- OA Status
- gold
- References
- 37
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4403413784
All OpenAlex metadata
Raw OpenAlex JSON
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https://openalex.org/W4403413784Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.2196/preprints.66616Digital Object Identifier
- Title
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Data Interoperability in Context: The Importance of Open-Source Implementations When Choosing Open Standards (Preprint)Work title
- Type
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preprintOpenAlex work type
- Language
-
enPrimary language
- Publication year
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2024Year of publication
- Publication date
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2024-10-10Full publication date if available
- Authors
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D. Kapitan, Femke Heddema, André Dekker, Melle Sieswerda, Berend Verhoeff, Matt BergList of authors in order
- Landing page
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https://doi.org/10.2196/preprints.66616Publisher landing page
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https://s3.ca-central-1.amazonaws.com/assets.jmir.org/assets/preprints/preprint-66616-submitted.pdfDirect link to full text PDF
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YesWhether a free full text is available
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goldOpen access status per OpenAlex
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https://s3.ca-central-1.amazonaws.com/assets.jmir.org/assets/preprints/preprint-66616-submitted.pdfDirect OA link when available
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Interoperability, Computer science, Standardization, Context (archaeology), Implementation, Data science, Knowledge management, Convergence (economics), Open standard, Software engineering, World Wide Web, Economic growth, Paleontology, Biology, Operating system, EconomicsTop concepts (fields/topics) attached by OpenAlex
- Cited by
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0Total citation count in OpenAlex
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37Number of works referenced by this work
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10Other works algorithmically related by OpenAlex
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| abstract_inverted_index.described, | 128 |
| abstract_inverted_index.guidelines | 192 |
| abstract_inverted_index.reflection | 23 |
| abstract_inverted_index.standards, | 17 |
| abstract_inverted_index.standards. | 200 |
| abstract_inverted_index.sufficient | 66 |
| abstract_inverted_index.Partnership | 39 |
| abstract_inverted_index.appropriate | 85 |
| abstract_inverted_index.convergence | 144, 182 |
| abstract_inverted_index.effectively | 154 |
| abstract_inverted_index.information | 171 |
| abstract_inverted_index.open-source | 76 |
| abstract_inverted_index.principles, | 117 |
| abstract_inverted_index.availability | 160 |
| abstract_inverted_index.longitudinal | 53 |
| abstract_inverted_index.side-by-side | 157 |
| abstract_inverted_index.Observational | 36 |
| abstract_inverted_index.middle-income | 113, 176 |
| abstract_inverted_index.respectively. | 55 |
| abstract_inverted_index.implementation | 121 |
| abstract_inverted_index.administration, | 49 |
| abstract_inverted_index.considerations, | 119 |
| abstract_inverted_index.standardization | 97 |
| abstract_inverted_index.Interoperability | 32 |
| abstract_inverted_index.context-specific | 194 |
| abstract_inverted_index.interoperability. | 72 |
| abstract_inverted_index.<title>UNSTRUCTURED</title> | 1 |
| cited_by_percentile_year | |
| countries_distinct_count | 0 |
| institutions_distinct_count | 6 |
| sustainable_development_goals[0].id | https://metadata.un.org/sdg/1 |
| sustainable_development_goals[0].score | 0.44999998807907104 |
| sustainable_development_goals[0].display_name | No poverty |
| citation_normalized_percentile.value | 0.26699884 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | False |