Unlocking Health Insights with SDoH Data: A Comprehensive Open-Access Database and SDoH-EHR Linkage Tool Article Swipe
Zhenhong Hu
,
Esra Adiyeke
,
Ziyuan Guan
,
Divya Vellanki
,
J. Yu
,
Ruilin Zhu
,
Yuanfang Ren
,
Yingbo Ma
,
Annanya Sai Vedala
,
Tezcan Ozrazgat‐Baslanti
,
Azra Bihorac
·
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.48550/arxiv.2503.19928
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.48550/arxiv.2503.19928
Background: Social determinants of health (SDoH) play a crucial role in influencing health outcomes, accounting for nearly 50% of modifiable health factors and bringing to light critical disparities among disadvantaged groups. Despite the significant impact of SDoH, existing data resources often fall short in terms of comprehensiveness, integration, and usability. Methods: To address these gaps, we developed an extensive Exposome database and a corresponding web application, aimed at enhancing data usability and integration with electronic health record (EHR) to foster personalized and informed healthcare. We created a robust database consisting of a wide array of SDoH indicators and an automated linkage tool designed to facilitate effortless integration with EHR. We emphasized a user-friendly interface to cater to researchers, clinicians, and public health professionals. Results: The resultant Exposome database and web application offer an extensive data catalog with enhanced usability features. The automated linkage tool has demonstrated efficiency in integrating SDoH data with EHRs, significantly improving data accessibility. Initial deployment has confirmed scalability and robust spatial data relationships, facilitating precise and contextually relevant healthcare insights. Conclusion: The development of an advanced Exposome database and linkage tool marks a significant step toward enhancing the accessibility and usability of SDoH data. By centralizing and integrating comprehensive SDoH indicators with EHRs, this tool empowers a wide range of users to access high-quality, standardized data. This resource will have a lasting impact on personalized healthcare and equitable health landscape.
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Metadata
- Type
- preprint
- Language
- en
- Landing Page
- http://arxiv.org/abs/2503.19928
- https://arxiv.org/pdf/2503.19928
- OA Status
- green
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4409015471
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W4409015471Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.48550/arxiv.2503.19928Digital Object Identifier
- Title
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Unlocking Health Insights with SDoH Data: A Comprehensive Open-Access Database and SDoH-EHR Linkage ToolWork title
- Type
-
preprintOpenAlex work type
- Language
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enPrimary language
- Publication year
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2025Year of publication
- Publication date
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2025-03-14Full publication date if available
- Authors
-
Zhenhong Hu, Esra Adiyeke, Ziyuan Guan, Divya Vellanki, J. Yu, Ruilin Zhu, Yuanfang Ren, Yingbo Ma, Annanya Sai Vedala, Tezcan Ozrazgat‐Baslanti, Azra BihoracList of authors in order
- Landing page
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https://arxiv.org/abs/2503.19928Publisher landing page
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https://arxiv.org/pdf/2503.19928Direct link to full text PDF
- Open access
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YesWhether a free full text is available
- OA status
-
greenOpen access status per OpenAlex
- OA URL
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https://arxiv.org/pdf/2503.19928Direct OA link when available
- Concepts
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Linkage (software), Record linkage, Database, Open source, Political science, Data science, Computer science, Medicine, Environmental health, Biology, Software, Biochemistry, Population, Programming language, GeneTop concepts (fields/topics) attached by OpenAlex
- Cited by
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0Total citation count in OpenAlex
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10Other works algorithmically related by OpenAlex
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| abstract_inverted_index.access | 216 |
| abstract_inverted_index.foster | 79 |
| abstract_inverted_index.health | 4, 12, 20, 75, 121, 232 |
| abstract_inverted_index.impact | 34, 226 |
| abstract_inverted_index.nearly | 16 |
| abstract_inverted_index.public | 120 |
| abstract_inverted_index.record | 76 |
| abstract_inverted_index.robust | 87, 163 |
| abstract_inverted_index.toward | 189 |
| abstract_inverted_index.Despite | 31 |
| abstract_inverted_index.Initial | 157 |
| abstract_inverted_index.address | 52 |
| abstract_inverted_index.catalog | 135 |
| abstract_inverted_index.created | 85 |
| abstract_inverted_index.crucial | 8 |
| abstract_inverted_index.factors | 21 |
| abstract_inverted_index.groups. | 30 |
| abstract_inverted_index.lasting | 225 |
| abstract_inverted_index.linkage | 100, 142, 183 |
| abstract_inverted_index.precise | 168 |
| abstract_inverted_index.spatial | 164 |
| abstract_inverted_index.Exposome | 59, 126, 180 |
| abstract_inverted_index.Methods: | 50 |
| abstract_inverted_index.Results: | 123 |
| abstract_inverted_index.advanced | 179 |
| abstract_inverted_index.bringing | 23 |
| abstract_inverted_index.critical | 26 |
| abstract_inverted_index.database | 60, 88, 127, 181 |
| abstract_inverted_index.designed | 102 |
| abstract_inverted_index.empowers | 209 |
| abstract_inverted_index.enhanced | 137 |
| abstract_inverted_index.existing | 37 |
| abstract_inverted_index.informed | 82 |
| abstract_inverted_index.relevant | 171 |
| abstract_inverted_index.resource | 221 |
| abstract_inverted_index.automated | 99, 141 |
| abstract_inverted_index.confirmed | 160 |
| abstract_inverted_index.developed | 56 |
| abstract_inverted_index.enhancing | 68, 190 |
| abstract_inverted_index.equitable | 231 |
| abstract_inverted_index.extensive | 58, 133 |
| abstract_inverted_index.features. | 139 |
| abstract_inverted_index.improving | 154 |
| abstract_inverted_index.insights. | 173 |
| abstract_inverted_index.interface | 113 |
| abstract_inverted_index.outcomes, | 13 |
| abstract_inverted_index.resources | 39 |
| abstract_inverted_index.resultant | 125 |
| abstract_inverted_index.usability | 70, 138, 194 |
| abstract_inverted_index.accounting | 14 |
| abstract_inverted_index.consisting | 89 |
| abstract_inverted_index.deployment | 158 |
| abstract_inverted_index.efficiency | 146 |
| abstract_inverted_index.effortless | 105 |
| abstract_inverted_index.electronic | 74 |
| abstract_inverted_index.emphasized | 110 |
| abstract_inverted_index.facilitate | 104 |
| abstract_inverted_index.healthcare | 172, 229 |
| abstract_inverted_index.indicators | 96, 204 |
| abstract_inverted_index.landscape. | 233 |
| abstract_inverted_index.modifiable | 19 |
| abstract_inverted_index.usability. | 49 |
| abstract_inverted_index.Background: | 0 |
| abstract_inverted_index.Conclusion: | 174 |
| abstract_inverted_index.application | 130 |
| abstract_inverted_index.clinicians, | 118 |
| abstract_inverted_index.development | 176 |
| abstract_inverted_index.disparities | 27 |
| abstract_inverted_index.healthcare. | 83 |
| abstract_inverted_index.influencing | 11 |
| abstract_inverted_index.integrating | 148, 201 |
| abstract_inverted_index.integration | 72, 106 |
| abstract_inverted_index.scalability | 161 |
| abstract_inverted_index.significant | 33, 187 |
| abstract_inverted_index.application, | 65 |
| abstract_inverted_index.centralizing | 199 |
| abstract_inverted_index.contextually | 170 |
| abstract_inverted_index.demonstrated | 145 |
| abstract_inverted_index.determinants | 2 |
| abstract_inverted_index.facilitating | 167 |
| abstract_inverted_index.integration, | 47 |
| abstract_inverted_index.personalized | 80, 228 |
| abstract_inverted_index.researchers, | 117 |
| abstract_inverted_index.standardized | 218 |
| abstract_inverted_index.accessibility | 192 |
| abstract_inverted_index.comprehensive | 202 |
| abstract_inverted_index.corresponding | 63 |
| abstract_inverted_index.disadvantaged | 29 |
| abstract_inverted_index.high-quality, | 217 |
| abstract_inverted_index.significantly | 153 |
| abstract_inverted_index.user-friendly | 112 |
| abstract_inverted_index.accessibility. | 156 |
| abstract_inverted_index.professionals. | 122 |
| abstract_inverted_index.relationships, | 166 |
| abstract_inverted_index.comprehensiveness, | 46 |
| cited_by_percentile_year | |
| countries_distinct_count | 0 |
| institutions_distinct_count | 11 |
| citation_normalized_percentile |