Role of data as an interface between primary, secondary and tertiary care: Evidence from literature
The healthcare system relies on efficient data flow across primary, secondary, and tertiary care levels to ensure timely and effective patient care. However, despite the growing body of research on data sharing across different healthcare levels, significant gaps remain in understanding the practica...
Saved in:
| Published in | Informatics and Health Vol. 2; no. 1; pp. 63 - 72 |
|---|---|
| Main Authors | , |
| Format | Journal Article |
| Language | English |
| Published |
Elsevier B.V
01.03.2025
KeAi Communications Co., Ltd |
| Subjects | |
| Online Access | Get full text |
| ISSN | 2949-9534 2949-9534 |
| DOI | 10.1016/j.infoh.2025.01.004 |
Cover
| Abstract | The healthcare system relies on efficient data flow across primary, secondary, and tertiary care levels to ensure timely and effective patient care. However, despite the growing body of research on data sharing across different healthcare levels, significant gaps remain in understanding the practical implementation of interoperable systems and their long-term impact on patient outcomes and healthcare efficiency. This paper systematically explores the role of data as an interface connecting these different care levels via a systematic literature review. By utilising PRISMA guidelines, this study identifies the current practices and challenges in data sharing and its impact on care coordination. The findings highlight the importance of integrating electronic health records (EHRs) and health information exchange (HIE) platforms in facilitating real-time data sharing, which enhances decision-making and continuity of care, and presents key barriers such as data security, interoperability issues, and the financial burden of implementing data-sharing infrastructure. This study also discusses potential solutions, including standardisation initiatives, policy frameworks, and patient education to improve data sharing across healthcare settings. This study analyses a dataset extracted from online peer-reviewed databases for publications between 2015 and 2024, focusing on data-sharing practices, interoperability challenges, and technological advancements in healthcare systems across primary, secondary, and tertiary care levels. The findings from the final set of selected 26 reference studies, following the standard screening process, reveal that integrated data-sharing systems, supported by standardisation initiatives and robust policy frameworks, can significantly enhance care coordination across primary, secondary, and tertiary levels, leading to reduced redundant medical interventions, improved clinical decision-making accuracy, and a tangible improvement in patient outcomes. This research contributes to the growing body of knowledge advocating for more effective use of data in healthcare, ultimately bridging the gap between various levels of care.
•Data as a Critical Interface: Highlighting the pivotal role of data in bridging primary, secondary, and tertiary care levels; enhancing care coordination.•Systematic Literature Review: Employing PRISMA guidelines, to synthesise existing literature on current practices and challenges for information exchange.•Impact of EHR and HIE: Identifies EHRs and HIE platforms as fundamental tools for achieving seamless data flow and continuity of care.•Challenges in Data Sharing: Highlights key barriers, such as interoperability, data security, and financial constraints, as major impediments overall.•Solutions for Optimized Care: Discusses strategies of standardization, regulatory frameworks, and essential patient education for effective data-sharing. |
|---|---|
| AbstractList | The healthcare system relies on efficient data flow across primary, secondary, and tertiary care levels to ensure timely and effective patient care. However, despite the growing body of research on data sharing across different healthcare levels, significant gaps remain in understanding the practical implementation of interoperable systems and their long-term impact on patient outcomes and healthcare efficiency. This paper systematically explores the role of data as an interface connecting these different care levels via a systematic literature review. By utilising PRISMA guidelines, this study identifies the current practices and challenges in data sharing and its impact on care coordination. The findings highlight the importance of integrating electronic health records (EHRs) and health information exchange (HIE) platforms in facilitating real-time data sharing, which enhances decision-making and continuity of care, and presents key barriers such as data security, interoperability issues, and the financial burden of implementing data-sharing infrastructure. This study also discusses potential solutions, including standardisation initiatives, policy frameworks, and patient education to improve data sharing across healthcare settings. This study analyses a dataset extracted from online peer-reviewed databases for publications between 2015 and 2024, focusing on data-sharing practices, interoperability challenges, and technological advancements in healthcare systems across primary, secondary, and tertiary care levels. The findings from the final set of selected 26 reference studies, following the standard screening process, reveal that integrated data-sharing systems, supported by standardisation initiatives and robust policy frameworks, can significantly enhance care coordination across primary, secondary, and tertiary levels, leading to reduced redundant medical interventions, improved clinical decision-making accuracy, and a tangible improvement in patient outcomes. This research contributes to the growing body of knowledge advocating for more effective use of data in healthcare, ultimately bridging the gap between various levels of care. The healthcare system relies on efficient data flow across primary, secondary, and tertiary care levels to ensure timely and effective patient care. However, despite the growing body of research on data sharing across different healthcare levels, significant gaps remain in understanding the practical implementation of interoperable systems and their long-term impact on patient outcomes and healthcare efficiency. This paper systematically explores the role of data as an interface connecting these different care levels via a systematic literature review. By utilising PRISMA guidelines, this study identifies the current practices and challenges in data sharing and its impact on care coordination. The findings highlight the importance of integrating electronic health records (EHRs) and health information exchange (HIE) platforms in facilitating real-time data sharing, which enhances decision-making and continuity of care, and presents key barriers such as data security, interoperability issues, and the financial burden of implementing data-sharing infrastructure. This study also discusses potential solutions, including standardisation initiatives, policy frameworks, and patient education to improve data sharing across healthcare settings. This study analyses a dataset extracted from online peer-reviewed databases for publications between 2015 and 2024, focusing on data-sharing practices, interoperability challenges, and technological advancements in healthcare systems across primary, secondary, and tertiary care levels. The findings from the final set of selected 26 reference studies, following the standard screening process, reveal that integrated data-sharing systems, supported by standardisation initiatives and robust policy frameworks, can significantly enhance care coordination across primary, secondary, and tertiary levels, leading to reduced redundant medical interventions, improved clinical decision-making accuracy, and a tangible improvement in patient outcomes. This research contributes to the growing body of knowledge advocating for more effective use of data in healthcare, ultimately bridging the gap between various levels of care. •Data as a Critical Interface: Highlighting the pivotal role of data in bridging primary, secondary, and tertiary care levels; enhancing care coordination.•Systematic Literature Review: Employing PRISMA guidelines, to synthesise existing literature on current practices and challenges for information exchange.•Impact of EHR and HIE: Identifies EHRs and HIE platforms as fundamental tools for achieving seamless data flow and continuity of care.•Challenges in Data Sharing: Highlights key barriers, such as interoperability, data security, and financial constraints, as major impediments overall.•Solutions for Optimized Care: Discusses strategies of standardization, regulatory frameworks, and essential patient education for effective data-sharing. |
| Author | Ud Din, Fareed Giri, Amrit |
| Author_xml | – sequence: 1 givenname: Amrit surname: Giri fullname: Giri, Amrit – sequence: 2 givenname: Fareed surname: Ud Din fullname: Ud Din, Fareed email: fuddin@une.edu.au |
| BookMark | eNqNkMFqGzEQhkVwIKmTJ8hFD1BvRitpvSr0UEKSGgKF0pzFrDRqZTaS0W4S8vaV7VB6Kj1pJM33z_B9YIuUEzF2JaARILrrbRNTyL-aFlrdgGgA1Ak7b40yK6OlWvxVn7HLadoCgJStADDnzH3PI_EcuMcZOU4cE49pphLQER9ofiVKfFfiE5a3j3wil5OvZe3zvLbNcX9xWOgTv32JnlLFQslPfIz1G-fnQhfsNOA40eX7uWSPd7c_br6uHr7db26-PKxcC0attCONoseu673ThGYtldfG9x6UXztULTjZkRx061D4DgxprQeJa2VUEJ1css0x12fc2vedbcZoDw-5_LRYF3Yj2R7BeBkGIVEqAXpoqXdCuA6CGUQdsmTqmPWcdvj2iuP4J1CA3Xu3W3vwbvfeLQhbvVdMHjFX8jQVCv9JfT5SVO28RCp2cnFv0sdCbq7rx3_yvwGHAJ9i |
| Cites_doi | 10.3390/children10061035 10.1109/JBHI.2015.2406883 10.2196/jmir.8775 10.1002/hcs2.44 10.1016/j.jpdc.2014.01.003 10.1016/j.cose.2018.11.002 10.1007/s10916-020-01665-9 10.1038/s41746-023-00891-y 10.1142/9789811285622_0013 10.1177/2053951714528481 10.5455/aim.2019.27.355-361 10.1093/jamia/ocy004 10.1109/ACCESS.2022.3160725 10.28991/esj-2019-01170 10.1016/j.procs.2024.09.469 10.1109/ICEST56843.2023.10138836 10.1080/17517575.2020.1812005 10.1007/s10207-024-00838-8 10.1016/j.eclinm.2023.102171 10.1186/s40537-019-0217-0 10.1007/978-981-15-5764-4_1 10.1093/eurpub/ckz168 10.1145/3512850.3512856 10.1055/s-0041-1728757 10.1016/j.ijmedinf.2023.105156 10.1002/jhm.2106 10.1097/JAC.0b013e3181e5eb4e 10.1136/jamia.2009.001792 10.1007/978-3-319-92031-3_5 10.1186/s12911-017-0436-2 10.1016/j.compbiomed.2023.106848 10.1055/s-0043-1768719 10.1201/9781032648323-9 10.1371/journal.pdig.0000118 10.1007/978-3-031-62502-2_80 10.1287/mnsc.2022.4378 10.2139/ssrn.3349586 10.1200/JOP.2015.004432 10.1371/journal.pone.0283066 |
| ContentType | Journal Article |
| Copyright | 2025 The Authors |
| Copyright_xml | – notice: 2025 The Authors |
| DBID | 6I. AAFTH AAYXX CITATION ADTOC UNPAY DOA |
| DOI | 10.1016/j.infoh.2025.01.004 |
| DatabaseName | ScienceDirect Open Access Titles Elsevier:ScienceDirect:Open Access CrossRef Unpaywall for CDI: Periodical Content Unpaywall DOAJ Directory of Open Access Journals |
| DatabaseTitle | CrossRef |
| DatabaseTitleList | |
| Database_xml | – sequence: 1 dbid: DOA name: DOAJ Directory of Open Access Journals url: https://www.doaj.org/ sourceTypes: Open Website – sequence: 2 dbid: UNPAY name: Unpaywall url: https://proxy.k.utb.cz/login?url=https://unpaywall.org/ sourceTypes: Open Access Repository |
| DeliveryMethod | fulltext_linktorsrc |
| EISSN | 2949-9534 |
| EndPage | 72 |
| ExternalDocumentID | oai_doaj_org_article_8a09d3fb13a34105b2e8c11c60f9b16e 10.1016/j.infoh.2025.01.004 10_1016_j_infoh_2025_01_004 S2949953425000049 |
| GroupedDBID | 0R~ 6I. AAFTH AAXUO ADVLN AITUG ALMA_UNASSIGNED_HOLDINGS AMRAJ FDB M41 M~E ROL AALRI AAYWO AAYXX ACVFH ADCNI AEUPX AFPUW AIGII AKBMS AKYEP CITATION GROUPED_DOAJ ADTOC UNPAY |
| ID | FETCH-LOGICAL-c2094-5ce5a18a668dc5ea9734d59d8d04d7ca420c36e3b52ca1d609e555b3a7494f163 |
| IEDL.DBID | DOA |
| ISSN | 2949-9534 |
| IngestDate | Fri Oct 03 12:44:05 EDT 2025 Tue Aug 19 23:50:13 EDT 2025 Wed Oct 01 06:31:53 EDT 2025 Sat Apr 05 15:40:12 EDT 2025 |
| IsDoiOpenAccess | true |
| IsOpenAccess | true |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 1 |
| Keywords | Tertiary Care Healthcare Levels Electronic Health Records (EHR) Health Information Exchange (HIE) Patient Outcomes Data Sharing Care Coordination Secondary Care Primary Care Interoperability |
| Language | English |
| License | This is an open access article under the CC BY license. cc-by |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c2094-5ce5a18a668dc5ea9734d59d8d04d7ca420c36e3b52ca1d609e555b3a7494f163 |
| OpenAccessLink | https://doaj.org/article/8a09d3fb13a34105b2e8c11c60f9b16e |
| PageCount | 10 |
| ParticipantIDs | doaj_primary_oai_doaj_org_article_8a09d3fb13a34105b2e8c11c60f9b16e unpaywall_primary_10_1016_j_infoh_2025_01_004 crossref_primary_10_1016_j_infoh_2025_01_004 elsevier_sciencedirect_doi_10_1016_j_infoh_2025_01_004 |
| ProviderPackageCode | CITATION AAYXX |
| PublicationCentury | 2000 |
| PublicationDate | March 2025 2025-03-00 2025-03-01 |
| PublicationDateYYYYMMDD | 2025-03-01 |
| PublicationDate_xml | – month: 03 year: 2025 text: March 2025 |
| PublicationDecade | 2020 |
| PublicationTitle | Informatics and Health |
| PublicationYear | 2025 |
| Publisher | Elsevier B.V KeAi Communications Co., Ltd |
| Publisher_xml | – name: Elsevier B.V – name: KeAi Communications Co., Ltd |
| References | Meyer, Basch (bib39) 2015; 11 Muniswamaiah, Agerwala, Tappert (bib36) 2019; 11 Din, F.U., Paul, D., Ryan, J., (2020). Revitalising and validating the novel approach of xAOSF framework under industry 4.0 in comparison with linear SC. In Agents and Multi-Agent Systems: Technologies and Applications 2020: 14th KES International Conference, KES-AMSTA 2020, June 2020 Proceedings (pp. 3-16). Springer Singapore. Wang, Li, Zhang (bib22) 2019; 81 Kitchin (bib1) 2014; 1 Mavrogiorgou, Kiourtis, Touloupou (bib15) 2019; 3 Ramelson, Nederlof, Karmiy (bib25) 2018; 25 Middleton, Sittig, Smith (bib19) 2006; 13 Khalid, Qayyum, Bilal (bib10) 2023; 158 Din, Anwer (bib8) 2013; 10 Holmgren, Esdar, Hüsers (bib20) 2023; 32 Kambatla, Kollias, Kumar (bib4) 2014; 74 Tarumi, Takeuchi, Chalkidis (bib43) 2021; 60 Abisheganaden, Lee, Low (bib45) 2023; 2 Kouremenou, E., Kiourtis, A., & Kyriazis, D. (2023, November). A Data Modeling Process for Achieving Interoperability. In International Conference on e-Health and Bioengineering (pp. 711-719). Cham: Springer Nature Switzerland. McLintock, Foy, Canvin (bib40) 2023; 63 Baillie, VanZandbergen, Tait (bib44) 2013; 8 Nadkarni, Marenco (bib30) 2010; 17 Solutions (bib31) 2023 . Mavrogiorgos, K., Kiourtis, A., Mavrogiorgou, A., (2022, January). A multi-layer approach for data cleaning in the healthcare domain. In Proceedings of the 2022 8th International Conference on Computing and Data Engineering (pp. 22-28). Shafiabady, Hadjinicolaou, Ud Din (bib7) 2023; 18 Mosconi, Colombo (bib17) 2010; 33 Wanders, Berg, Cole (bib28) 2017; 24 Ud Din, Henskens, Paul (bib9) 2019; 96 Nawaz, T., Ahmad, S., Malik, A.U.H., (2023). Emdedded Large Scale Face Recognition in the Wild. In 2023 IEEE International Conference on Emerging Trends in Engineering, Sciences and Technology (ICES&T) (pp. 1-4). IEEE. Gu, Ud Din, Wu (bib49) 2024 Khanra, Dhir, Islam (bib21) 2020; 14 Pesqueira, Sousa, Rocha (bib38) 2020; 44 Zhang, Ashrafian, Delaney (bib3) 2023; 6 Singhania, K., & Reddy, A. (2024). (IJAHA) Volume-9 Page | 1International Journal of Applied Health Care Analytics Improving Preventative Care and Health Outcomes for Patients with Chronic Diseases using Big Data-Driven Insights and Predictive Modeling. View of improving preventative care and health outcomes for patients with chronic diseases using big data-driven insights and predictive modeling. Karagiannis, Ntantogian, Magkos (bib11) 2024; 23 Tran, Din, Brankovic (bib54) 2024; 246 Mamuye, Yilma, Abdulwahab (bib23) 2022; 1 Lete, Cavero, Lustrek (bib32) 2019; 27 Greenhalgh, Wherton, Papoutsi (bib47) 2017; 19 Dash, Shakyawar, Sharma (bib2) 2019; 6 Kiourtis, Mavrogiorgou, Mavrogiorgos (bib13) 2022 Gu, Ud Din, Wu (bib6) 2024 Glaser, Middleton, McGinnis (bib18) 2010; 17 Rasool, Ali, Shahroz (bib5) 2024; 3 Esmaeilzadeh, Sambasivan (bib24) 2017; 17 Janakiraman, Park, M. Demirezen (bib16) 2023; 69 Vest, Gamm (bib29) 2010; 28 Viceconti, Hunter, Hose (bib46) 2015; 19 Ud Din, F., Henskens, F., Paul, D., (2019). Agent-Oriented Smart Factory (AOSF): an mas based framework for SMEs under industry 4.0. In Agents and Multi-Agent Systems: Technologies and Applications 2018: Proceedings of the 12th International Conference on Agents and Multi-Agent Systems: Technologies and Applications (KES-AMSTA-18) 12 (pp. 44-54). Springer International Publishing. Mahiddin, Othman, Bakar (bib37) 2022; 10 Misra, P., & Yadav, A.S. (2019). Impact of preprocessing methods on healthcare predictions. In Proceedings of 2nd International Conference on Advanced Computing and Software Engineering (ICACSE). Shah, Shah, Benitez (bib48) 2018; 25 VA Health Systems, online accessed Jul 2024, URL Chen, Esmaeilzadeh (bib14) 2023; 177 ChenMed, online accessed Jul 2024, URL Pastorino, De Vito, Migliara (bib12) 2019; 29 Dierickx, Malisse, Bisagno (bib34) 2023; 10 Qadir, Z., Khan, Y.A., Rana, M.T.A., Efficient Energy Utilization in Smart Grids: An Artificial Intelligence Perspective. In Ethical Artificial Intelligence in Power Electronics (pp. 133-147). CRC Press. Dash (10.1016/j.infoh.2025.01.004_bib2) 2019; 6 10.1016/j.infoh.2025.01.004_bib41 Rasool (10.1016/j.infoh.2025.01.004_bib5) 2024; 3 Mahiddin (10.1016/j.infoh.2025.01.004_bib37) 2022; 10 10.1016/j.infoh.2025.01.004_bib42 Greenhalgh (10.1016/j.infoh.2025.01.004_bib47) 2017; 19 Wang (10.1016/j.infoh.2025.01.004_bib22) 2019; 81 Janakiraman (10.1016/j.infoh.2025.01.004_bib16) 2023; 69 Viceconti (10.1016/j.infoh.2025.01.004_bib46) 2015; 19 Vest (10.1016/j.infoh.2025.01.004_bib29) 2010; 28 Meyer (10.1016/j.infoh.2025.01.004_bib39) 2015; 11 McLintock (10.1016/j.infoh.2025.01.004_bib40) 2023; 63 Shafiabady (10.1016/j.infoh.2025.01.004_bib7) 2023; 18 Gu (10.1016/j.infoh.2025.01.004_bib6) 2024 Pastorino (10.1016/j.infoh.2025.01.004_bib12) 2019; 29 Mosconi (10.1016/j.infoh.2025.01.004_bib17) 2010; 33 Holmgren (10.1016/j.infoh.2025.01.004_bib20) 2023; 32 Muniswamaiah (10.1016/j.infoh.2025.01.004_bib36) 2019; 11 Mamuye (10.1016/j.infoh.2025.01.004_bib23) 2022; 1 Lete (10.1016/j.infoh.2025.01.004_bib32) 2019; 27 Khanra (10.1016/j.infoh.2025.01.004_bib21) 2020; 14 Shah (10.1016/j.infoh.2025.01.004_bib48) 2018; 25 Zhang (10.1016/j.infoh.2025.01.004_bib3) 2023; 6 Glaser (10.1016/j.infoh.2025.01.004_bib18) 2010; 17 Middleton (10.1016/j.infoh.2025.01.004_bib19) 2006; 13 10.1016/j.infoh.2025.01.004_bib33 10.1016/j.infoh.2025.01.004_bib35 Esmaeilzadeh (10.1016/j.infoh.2025.01.004_bib24) 2017; 17 Solutions (10.1016/j.infoh.2025.01.004_bib31) 2023 Khalid (10.1016/j.infoh.2025.01.004_bib10) 2023; 158 Tran (10.1016/j.infoh.2025.01.004_bib54) 2024; 246 Dierickx (10.1016/j.infoh.2025.01.004_bib34) 2023; 10 Kiourtis (10.1016/j.infoh.2025.01.004_bib13) 2022 10.1016/j.infoh.2025.01.004_bib27 10.1016/j.infoh.2025.01.004_bib26 Ud Din (10.1016/j.infoh.2025.01.004_bib9) 2019; 96 Mavrogiorgou (10.1016/j.infoh.2025.01.004_bib15) 2019; 3 Din (10.1016/j.infoh.2025.01.004_bib8) 2013; 10 Ramelson (10.1016/j.infoh.2025.01.004_bib25) 2018; 25 Gu (10.1016/j.infoh.2025.01.004_bib49) 2024 Nadkarni (10.1016/j.infoh.2025.01.004_bib30) 2010; 17 10.1016/j.infoh.2025.01.004_bib52 10.1016/j.infoh.2025.01.004_bib51 10.1016/j.infoh.2025.01.004_bib53 Chen (10.1016/j.infoh.2025.01.004_bib14) 2023; 177 10.1016/j.infoh.2025.01.004_bib50 Baillie (10.1016/j.infoh.2025.01.004_bib44) 2013; 8 Tarumi (10.1016/j.infoh.2025.01.004_bib43) 2021; 60 Kambatla (10.1016/j.infoh.2025.01.004_bib4) 2014; 74 Kitchin (10.1016/j.infoh.2025.01.004_bib1) 2014; 1 Karagiannis (10.1016/j.infoh.2025.01.004_bib11) 2024; 23 Pesqueira (10.1016/j.infoh.2025.01.004_bib38) 2020; 44 Abisheganaden (10.1016/j.infoh.2025.01.004_bib45) 2023; 2 Wanders (10.1016/j.infoh.2025.01.004_bib28) 2017; 24 |
| References_xml | – volume: 17 start-page: 110 year: 2010 end-page: 116 ident: bib18 article-title: Sharing clinical data: a survey of methods and challenges among ambulatory care practices publication-title: J Am Med Inform Assoc – reference: Qadir, Z., Khan, Y.A., Rana, M.T.A., Efficient Energy Utilization in Smart Grids: An Artificial Intelligence Perspective. In Ethical Artificial Intelligence in Power Electronics (pp. 133-147). CRC Press. – volume: 11 start-page: 43 year: 2019 end-page: 57 ident: bib36 article-title: Big Data in cloud computing review and opportunities publication-title: Int J Comput Sci Inf Technol – volume: 6 start-page: 144 year: 2023 ident: bib3 article-title: Impact of primary to secondary care data sharing on care quality in NHS England hospitals publication-title: npj Digit Med – reference: VA Health Systems, online accessed Jul 2024, URL: – volume: 69 start-page: 791 year: 2023 end-page: 811 ident: bib16 article-title: The effects of health information exchange access on healthcare quality and efficiency: An empirical investigation publication-title: Manag Sci – reference: Singhania, K., & Reddy, A. (2024). (IJAHA) Volume-9 Page | 1International Journal of Applied Health Care Analytics Improving Preventative Care and Health Outcomes for Patients with Chronic Diseases using Big Data-Driven Insights and Predictive Modeling. View of improving preventative care and health outcomes for patients with chronic diseases using big data-driven insights and predictive modeling. – volume: 1 year: 2014 ident: bib1 article-title: Big data, new epistemologies and paradigm shifts publication-title: Big Data Soc – volume: 2 start-page: 153 year: 2023 end-page: 163 ident: bib45 article-title: Lessons learned from the hospital to home community care program in Singapore and the supporting AI multiple readmissions prediction model publication-title: Health Care Sci – volume: 8 start-page: 689 year: 2013 end-page: 695 ident: bib44 article-title: The readmission risk flag: using the electronic health record to automatically identify patients at risk for 30-day readmission publication-title: J Hosp Med – volume: 74 start-page: 2561 year: 2014 end-page: 2573 ident: bib4 article-title: Trends in big data analytics publication-title: J Parallel Distrib Comput – volume: 10 start-page: 1035 year: 2023 ident: bib34 article-title: Care when it counts: Establishing trauma-sensitive care as a preventative approach for 0–3-year-old children suffering from trauma and chronic stress publication-title: Children – reference: Din, F.U., Paul, D., Ryan, J., (2020). Revitalising and validating the novel approach of xAOSF framework under industry 4.0 in comparison with linear SC. In Agents and Multi-Agent Systems: Technologies and Applications 2020: 14th KES International Conference, KES-AMSTA 2020, June 2020 Proceedings (pp. 3-16). Springer Singapore. – reference: ChenMed, online accessed Jul 2024, URL: – volume: 44 year: 2020 ident: bib38 article-title: Big data skills sustainable development in healthcare and pharmaceuticals publication-title: J Med Syst – volume: 1 year: 2022 ident: bib23 article-title: Health Information Exchange Policy and standards for Digital Health Systems in Africa: A systematic review publication-title: PLOS Digit Health – volume: 17 year: 2017 ident: bib24 article-title: Patients’ support for health information exchange: a literature review and classification of key factors publication-title: BMC Med Inform Decis Mak – volume: 10 start-page: 31660 year: 2022 end-page: 31676 ident: bib37 article-title: An interrelated decision-making model for an intelligent decision support system in healthcare publication-title: IEEE Access – reference: Mavrogiorgos, K., Kiourtis, A., Mavrogiorgou, A., (2022, January). A multi-layer approach for data cleaning in the healthcare domain. In Proceedings of the 2022 8th International Conference on Computing and Data Engineering (pp. 22-28). – volume: 19 year: 2017 ident: bib47 article-title: Beyond adoption: a new framework for theorizing and evaluating nonadoption, abandonment, and challenges to the scale-up, spread, and sustainability of health and care technologies publication-title: J Med Internet Res – volume: 25 start-page: 715 year: 2018 end-page: 721 ident: bib25 article-title: Closing the loop with an enhanced referral management system publication-title: J Am Med Inform Assoc – volume: 10 start-page: 223 year: 2013 end-page: 229 ident: bib8 article-title: ERP success and logistical performance indicators a critical view publication-title: Int J Comput Sci Issues – volume: 96 year: 2019 ident: bib9 article-title: Agent-oriented smart factory (AOSF): an MAS based framework for SMEs under industry 4.0 publication-title: Agents and Multi-Agent Systems: Technologies and Applications 2018. KES-AMSTA-18 2018. Smart Innovation, Systems and Technologies, 2019 – volume: 24 start-page: 332 year: 2017 end-page: 338 ident: bib28 article-title: The role of organizational culture in health information exchange publication-title: J Am Med Inform Assoc – volume: 3 start-page: 64 year: 2019 end-page: 77 ident: bib15 article-title: Internet of medical things (IoMT): acquiring and transforming data into HL7 FHIR through 5G network slicing publication-title: Emerg Sci J – start-page: 303 year: 2024 end-page: 325 ident: bib6 article-title: ICT programs in China: a case study of Shanxi universities publication-title: Teach Learn Digit Era: Issues Stud – volume: 81 start-page: 94 year: 2019 end-page: 106 ident: bib22 article-title: DOPdefender: an approach to thwarting data-oriented programming attacks based on a data-aware automaton publication-title: Comput Secur – volume: 60 start-page: e32 year: 2021 end-page: e43 ident: bib43 article-title: Leveraging artificial intelligence to improve chronic disease care: methods and application to pharmacotherapy decision support for type-2 diabetes mellitus publication-title: Methods Inf Med – reference: Ud Din, F., Henskens, F., Paul, D., (2019). Agent-Oriented Smart Factory (AOSF): an mas based framework for SMEs under industry 4.0. In Agents and Multi-Agent Systems: Technologies and Applications 2018: Proceedings of the 12th International Conference on Agents and Multi-Agent Systems: Technologies and Applications (KES-AMSTA-18) 12 (pp. 44-54). Springer International Publishing. – reference: Nawaz, T., Ahmad, S., Malik, A.U.H., (2023). Emdedded Large Scale Face Recognition in the Wild. In 2023 IEEE International Conference on Emerging Trends in Engineering, Sciences and Technology (ICES&T) (pp. 1-4). IEEE. – volume: 63 year: 2023 ident: bib40 article-title: The quality of prison primary care: cross-sectional cluster-level analyses of prison healthcare data in the North of England publication-title: EClinicalMedicine – reference: Kouremenou, E., Kiourtis, A., & Kyriazis, D. (2023, November). A Data Modeling Process for Achieving Interoperability. In International Conference on e-Health and Bioengineering (pp. 711-719). Cham: Springer Nature Switzerland. – volume: 19 start-page: 1209 year: 2015 end-page: 1215 ident: bib46 article-title: Big data, big knowledge: big data for personalized healthcare publication-title: IEEE J Biomed Health Inform – volume: 18 year: 2023 ident: bib7 article-title: Using artificial intelligence (AI) to predict organizational agility publication-title: PLoS One – volume: 29 start-page: 23 year: 2019 end-page: 27 ident: bib12 article-title: Benefits and challenges of big data in healthcare: an overview of the European initiatives publication-title: Eur J Public Health – volume: 246 start-page: 606 year: 2024 end-page: 615 ident: bib54 article-title: Incremental and Zero-Shot Machine Learning for Vietnamese Medicinal Plant Image Classification publication-title: Procedia Comput Sci – volume: 6 year: 2019 ident: bib2 article-title: Big data in healthcare: management, analysis and future prospects publication-title: J Big Data – volume: 13 start-page: 321 year: 2006 end-page: 330 ident: bib19 article-title: A unified approach to longitudinal medication dispensing data for pharmacoepidemiologic research publication-title: J Am Med Inform Assoc – start-page: 145 year: 2022 end-page: 150 ident: bib13 article-title: Electronic health records at People’s hands across Europe: The InteropEHRate protocols publication-title: pHealth 2022 – volume: 158 year: 2023 ident: bib10 article-title: Privacy-preserving artificial intelligence in healthcare: Techniques and applications publication-title: Comput Biol Med – volume: 14 start-page: 878 year: 2020 end-page: 912 ident: bib21 article-title: Big data analytics in healthcare: a systematic literature review publication-title: Enterp Inf Syst – volume: 11 start-page: 207 year: 2015 end-page: 208 ident: bib39 article-title: Big data infrastructure for cancer outcomes research: implications for the practicing oncologist publication-title: J Oncol Pract – start-page: 303 year: 2024 end-page: 325 ident: bib49 article-title: ICT programs in China: a case study of Shanxi universities publication-title: Teach Learn Digit Era: Issues Stud – volume: 33 start-page: 223 year: 2010 end-page: 230 ident: bib17 article-title: Fostering a strategic alliance between patients’ associations and health care professionals publication-title: J Ambul Care Manag – volume: 27 start-page: 355 year: 2019 ident: bib32 article-title: Interoperability techniques in crowdhealth project: the terminology service publication-title: Acta Inform Med – reference: . – volume: 25 start-page: 84 year: 2018 end-page: 92 ident: bib48 article-title: Machine learning in healthcare: a review using the unified framework for the evaluation of essential translational science (UFEATS) publication-title: J Am Med Inform Assoc – volume: 23 start-page: 2189 year: 2024 end-page: 2201 ident: bib11 article-title: Mastering data privacy: leveraging K-anonymity for robust health data sharing publication-title: Int J Inf Secur – reference: Misra, P., & Yadav, A.S. (2019). Impact of preprocessing methods on healthcare predictions. In Proceedings of 2nd International Conference on Advanced Computing and Software Engineering (ICACSE). – volume: 177 year: 2023 ident: bib14 article-title: Adoption and use of various health information exchange methods for sending inside health information in US hospitals publication-title: Int J Med Inform – volume: 28 start-page: 93 year: 2010 end-page: 103 ident: bib29 article-title: Health information exchange: A solution for improving healthcare quality and reducing costs publication-title: Nurs Econ – volume: 3 start-page: 118 year: 2024 end-page: 128 ident: bib5 article-title: Innovations in AI-powered healthcare: transforming cancer treatment with innovative methods publication-title: BULLET: J Multidisiplin Ilmu – volume: 32 start-page: 184 year: 2023 end-page: 194 ident: bib20 article-title: Health information exchange: understanding the policy landscape and future of data interoperability publication-title: Yearb Med Inform – volume: 17 start-page: 182 year: 2010 end-page: 184 ident: bib30 article-title: Implementing description-logic rules for SNOMED-CT attributes through a table-driven approach publication-title: J Am Med Inform Assoc – year: 2023 ident: bib31 article-title: LinkedIn publication-title: 9 Ways Healthc data Anal Can Improv Qual Patient care – volume: 10 start-page: 1035 issue: 6 year: 2023 ident: 10.1016/j.infoh.2025.01.004_bib34 article-title: Care when it counts: Establishing trauma-sensitive care as a preventative approach for 0–3-year-old children suffering from trauma and chronic stress publication-title: Children doi: 10.3390/children10061035 – volume: 19 start-page: 1209 issue: 4 year: 2015 ident: 10.1016/j.infoh.2025.01.004_bib46 article-title: Big data, big knowledge: big data for personalized healthcare publication-title: IEEE J Biomed Health Inform doi: 10.1109/JBHI.2015.2406883 – ident: 10.1016/j.infoh.2025.01.004_bib35 – volume: 19 issue: 11 year: 2017 ident: 10.1016/j.infoh.2025.01.004_bib47 article-title: Beyond adoption: a new framework for theorizing and evaluating nonadoption, abandonment, and challenges to the scale-up, spread, and sustainability of health and care technologies publication-title: J Med Internet Res doi: 10.2196/jmir.8775 – volume: 2 start-page: 153 issue: 3 year: 2023 ident: 10.1016/j.infoh.2025.01.004_bib45 article-title: Lessons learned from the hospital to home community care program in Singapore and the supporting AI multiple readmissions prediction model publication-title: Health Care Sci doi: 10.1002/hcs2.44 – volume: 74 start-page: 2561 issue: 7 year: 2014 ident: 10.1016/j.infoh.2025.01.004_bib4 article-title: Trends in big data analytics publication-title: J Parallel Distrib Comput doi: 10.1016/j.jpdc.2014.01.003 – volume: 81 start-page: 94 year: 2019 ident: 10.1016/j.infoh.2025.01.004_bib22 article-title: DOPdefender: an approach to thwarting data-oriented programming attacks based on a data-aware automaton publication-title: Comput Secur doi: 10.1016/j.cose.2018.11.002 – volume: 44 issue: 11 year: 2020 ident: 10.1016/j.infoh.2025.01.004_bib38 article-title: Big data skills sustainable development in healthcare and pharmaceuticals publication-title: J Med Syst doi: 10.1007/s10916-020-01665-9 – volume: 6 start-page: 144 year: 2023 ident: 10.1016/j.infoh.2025.01.004_bib3 article-title: Impact of primary to secondary care data sharing on care quality in NHS England hospitals publication-title: npj Digit Med doi: 10.1038/s41746-023-00891-y – start-page: 303 year: 2024 ident: 10.1016/j.infoh.2025.01.004_bib49 article-title: ICT programs in China: a case study of Shanxi universities publication-title: Teach Learn Digit Era: Issues Stud doi: 10.1142/9789811285622_0013 – volume: 28 start-page: 93 issue: 2 year: 2010 ident: 10.1016/j.infoh.2025.01.004_bib29 article-title: Health information exchange: A solution for improving healthcare quality and reducing costs publication-title: Nurs Econ – volume: 1 issue: 1 year: 2014 ident: 10.1016/j.infoh.2025.01.004_bib1 article-title: Big data, new epistemologies and paradigm shifts publication-title: Big Data Soc doi: 10.1177/2053951714528481 – volume: 27 start-page: 355 issue: 5 year: 2019 ident: 10.1016/j.infoh.2025.01.004_bib32 article-title: Interoperability techniques in crowdhealth project: the terminology service publication-title: Acta Inform Med doi: 10.5455/aim.2019.27.355-361 – volume: 25 start-page: 715 issue: 6 year: 2018 ident: 10.1016/j.infoh.2025.01.004_bib25 article-title: Closing the loop with an enhanced referral management system publication-title: J Am Med Inform Assoc doi: 10.1093/jamia/ocy004 – volume: 17 start-page: 110 issue: 1 year: 2010 ident: 10.1016/j.infoh.2025.01.004_bib18 article-title: Sharing clinical data: a survey of methods and challenges among ambulatory care practices publication-title: J Am Med Inform Assoc – year: 2023 ident: 10.1016/j.infoh.2025.01.004_bib31 article-title: LinkedIn publication-title: 9 Ways Healthc data Anal Can Improv Qual Patient care – volume: 10 start-page: 31660 year: 2022 ident: 10.1016/j.infoh.2025.01.004_bib37 article-title: An interrelated decision-making model for an intelligent decision support system in healthcare publication-title: IEEE Access doi: 10.1109/ACCESS.2022.3160725 – ident: 10.1016/j.infoh.2025.01.004_bib41 – volume: 3 start-page: 64 issue: 2 year: 2019 ident: 10.1016/j.infoh.2025.01.004_bib15 article-title: Internet of medical things (IoMT): acquiring and transforming data into HL7 FHIR through 5G network slicing publication-title: Emerg Sci J doi: 10.28991/esj-2019-01170 – volume: 246 start-page: 606 year: 2024 ident: 10.1016/j.infoh.2025.01.004_bib54 article-title: Incremental and Zero-Shot Machine Learning for Vietnamese Medicinal Plant Image Classification publication-title: Procedia Comput Sci doi: 10.1016/j.procs.2024.09.469 – ident: 10.1016/j.infoh.2025.01.004_bib53 doi: 10.1109/ICEST56843.2023.10138836 – volume: 14 start-page: 878 issue: 7 year: 2020 ident: 10.1016/j.infoh.2025.01.004_bib21 article-title: Big data analytics in healthcare: a systematic literature review publication-title: Enterp Inf Syst doi: 10.1080/17517575.2020.1812005 – start-page: 303 year: 2024 ident: 10.1016/j.infoh.2025.01.004_bib6 article-title: ICT programs in China: a case study of Shanxi universities publication-title: Teach Learn Digit Era: Issues Stud doi: 10.1142/9789811285622_0013 – volume: 23 start-page: 2189 issue: 3 year: 2024 ident: 10.1016/j.infoh.2025.01.004_bib11 article-title: Mastering data privacy: leveraging K-anonymity for robust health data sharing publication-title: Int J Inf Secur doi: 10.1007/s10207-024-00838-8 – volume: 63 year: 2023 ident: 10.1016/j.infoh.2025.01.004_bib40 article-title: The quality of prison primary care: cross-sectional cluster-level analyses of prison healthcare data in the North of England publication-title: EClinicalMedicine doi: 10.1016/j.eclinm.2023.102171 – volume: 6 issue: 1 year: 2019 ident: 10.1016/j.infoh.2025.01.004_bib2 article-title: Big data in healthcare: management, analysis and future prospects publication-title: J Big Data doi: 10.1186/s40537-019-0217-0 – ident: 10.1016/j.infoh.2025.01.004_bib50 doi: 10.1007/978-981-15-5764-4_1 – volume: 10 start-page: 223 issue: Iss. 6 year: 2013 ident: 10.1016/j.infoh.2025.01.004_bib8 article-title: ERP success and logistical performance indicators a critical view publication-title: Int J Comput Sci Issues – volume: 29 start-page: 23 year: 2019 ident: 10.1016/j.infoh.2025.01.004_bib12 article-title: Benefits and challenges of big data in healthcare: an overview of the European initiatives publication-title: Eur J Public Health doi: 10.1093/eurpub/ckz168 – volume: 13 start-page: 321 issue: 3 year: 2006 ident: 10.1016/j.infoh.2025.01.004_bib19 article-title: A unified approach to longitudinal medication dispensing data for pharmacoepidemiologic research publication-title: J Am Med Inform Assoc – ident: 10.1016/j.infoh.2025.01.004_bib42 – volume: 3 start-page: 118 issue: 1 year: 2024 ident: 10.1016/j.infoh.2025.01.004_bib5 article-title: Innovations in AI-powered healthcare: transforming cancer treatment with innovative methods publication-title: BULLET: J Multidisiplin Ilmu – volume: 24 start-page: 332 issue: 2 year: 2017 ident: 10.1016/j.infoh.2025.01.004_bib28 article-title: The role of organizational culture in health information exchange publication-title: J Am Med Inform Assoc – ident: 10.1016/j.infoh.2025.01.004_bib26 doi: 10.1145/3512850.3512856 – volume: 60 start-page: e32 issue: S 01 year: 2021 ident: 10.1016/j.infoh.2025.01.004_bib43 article-title: Leveraging artificial intelligence to improve chronic disease care: methods and application to pharmacotherapy decision support for type-2 diabetes mellitus publication-title: Methods Inf Med doi: 10.1055/s-0041-1728757 – volume: 177 year: 2023 ident: 10.1016/j.infoh.2025.01.004_bib14 article-title: Adoption and use of various health information exchange methods for sending inside health information in US hospitals publication-title: Int J Med Inform doi: 10.1016/j.ijmedinf.2023.105156 – volume: 8 start-page: 689 issue: 12 year: 2013 ident: 10.1016/j.infoh.2025.01.004_bib44 article-title: The readmission risk flag: using the electronic health record to automatically identify patients at risk for 30-day readmission publication-title: J Hosp Med doi: 10.1002/jhm.2106 – volume: 33 start-page: 223 issue: 3 year: 2010 ident: 10.1016/j.infoh.2025.01.004_bib17 article-title: Fostering a strategic alliance between patients’ associations and health care professionals publication-title: J Ambul Care Manag doi: 10.1097/JAC.0b013e3181e5eb4e – volume: 25 start-page: 84 issue: 1 year: 2018 ident: 10.1016/j.infoh.2025.01.004_bib48 article-title: Machine learning in healthcare: a review using the unified framework for the evaluation of essential translational science (UFEATS) publication-title: J Am Med Inform Assoc – volume: 17 start-page: 182 issue: 2 year: 2010 ident: 10.1016/j.infoh.2025.01.004_bib30 article-title: Implementing description-logic rules for SNOMED-CT attributes through a table-driven approach publication-title: J Am Med Inform Assoc doi: 10.1136/jamia.2009.001792 – ident: 10.1016/j.infoh.2025.01.004_bib52 doi: 10.1007/978-3-319-92031-3_5 – volume: 17 issue: 1 year: 2017 ident: 10.1016/j.infoh.2025.01.004_bib24 article-title: Patients’ support for health information exchange: a literature review and classification of key factors publication-title: BMC Med Inform Decis Mak doi: 10.1186/s12911-017-0436-2 – volume: 158 year: 2023 ident: 10.1016/j.infoh.2025.01.004_bib10 article-title: Privacy-preserving artificial intelligence in healthcare: Techniques and applications publication-title: Comput Biol Med doi: 10.1016/j.compbiomed.2023.106848 – volume: 32 start-page: 184 issue: 01 year: 2023 ident: 10.1016/j.infoh.2025.01.004_bib20 article-title: Health information exchange: understanding the policy landscape and future of data interoperability publication-title: Yearb Med Inform doi: 10.1055/s-0043-1768719 – ident: 10.1016/j.infoh.2025.01.004_bib51 doi: 10.1201/9781032648323-9 – start-page: 145 year: 2022 ident: 10.1016/j.infoh.2025.01.004_bib13 article-title: Electronic health records at People’s hands across Europe: The InteropEHRate protocols – volume: 11 start-page: 43 issue: 4 year: 2019 ident: 10.1016/j.infoh.2025.01.004_bib36 article-title: Big Data in cloud computing review and opportunities publication-title: Int J Comput Sci Inf Technol – volume: 1 issue: 10 year: 2022 ident: 10.1016/j.infoh.2025.01.004_bib23 article-title: Health Information Exchange Policy and standards for Digital Health Systems in Africa: A systematic review publication-title: PLOS Digit Health doi: 10.1371/journal.pdig.0000118 – ident: 10.1016/j.infoh.2025.01.004_bib33 doi: 10.1007/978-3-031-62502-2_80 – volume: 96 year: 2019 ident: 10.1016/j.infoh.2025.01.004_bib9 article-title: Agent-oriented smart factory (AOSF): an MAS based framework for SMEs under industry 4.0 – volume: 69 start-page: 791 issue: 2 year: 2023 ident: 10.1016/j.infoh.2025.01.004_bib16 article-title: The effects of health information exchange access on healthcare quality and efficiency: An empirical investigation publication-title: Manag Sci doi: 10.1287/mnsc.2022.4378 – ident: 10.1016/j.infoh.2025.01.004_bib27 doi: 10.2139/ssrn.3349586 – volume: 11 start-page: 207 issue: 3 year: 2015 ident: 10.1016/j.infoh.2025.01.004_bib39 article-title: Big data infrastructure for cancer outcomes research: implications for the practicing oncologist publication-title: J Oncol Pract doi: 10.1200/JOP.2015.004432 – volume: 18 issue: 5 year: 2023 ident: 10.1016/j.infoh.2025.01.004_bib7 article-title: Using artificial intelligence (AI) to predict organizational agility publication-title: PLoS One doi: 10.1371/journal.pone.0283066 |
| SSID | ssj0003321009 |
| Score | 2.2869499 |
| SecondaryResourceType | review_article |
| Snippet | The healthcare system relies on efficient data flow across primary, secondary, and tertiary care levels to ensure timely and effective patient care. However,... |
| SourceID | doaj unpaywall crossref elsevier |
| SourceType | Open Website Open Access Repository Index Database Publisher |
| StartPage | 63 |
| SubjectTerms | Care Coordination Data Sharing Electronic Health Records (EHR) Health Information Exchange (HIE) Healthcare Levels Interoperability Patient Outcomes Primary Care Secondary Care Tertiary Care |
| SummonAdditionalLinks | – databaseName: Unpaywall dbid: UNPAY link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1LSwMxEA5SD558oGJFJQePXdlsHt14U7EUwSJiQU8hT1DLtvSB6K83s49iRURvu0t2k8zMJjPMl28QOjUx5sgJMYkQPEuY4XEdtBRQ5t5GhRMvyhpLtwPRH7KbR_5Y82zDWZiV_H2JwwJBQ9Ygq_g1gftzXfDoeLfQ-nBwd_EE5eMkk5CIZA2v0M9vruw9JUX_yha0sSgm-v1Nj0ZftpjeVnV2e1YyEwKy5PVsMTdn9uMbb-MfR7-NNmtXE19UtrGD1nyxi-z9eOTxOGCAhmI9w7rAQBkxDdp6XKO28KTioOjgGcTLLl7Gdg4DfuAZbgAvdo6biqQYzqjg0ZKgeQ8Ne9cPV_2kLrSQ2CyGdwm3nmuSayFyZ7nXskuZ49LlLmWuazXLUkuFp4ZnVhMnUuk554bqLpMsRI9uH7WKceEPECasy4ILgRnGmJE-5zxQ6q2JKysjxrdRp1GBqueiGqDZiyqlpUBaKiUqSquNLkFNy6ZAhl0-iFJW9b-lcp1KR4MhVFNArZrM55YQK9IgDRGxT9EoWdV-ReUvxE89_957sjSJv4z28J_tj1BrPl344-jWzM1Jbc6fsPj0LA priority: 102 providerName: Unpaywall |
| Title | Role of data as an interface between primary, secondary and tertiary care: Evidence from literature |
| URI | https://dx.doi.org/10.1016/j.infoh.2025.01.004 https://doi.org/10.1016/j.infoh.2025.01.004 https://doaj.org/article/8a09d3fb13a34105b2e8c11c60f9b16e |
| UnpaywallVersion | publishedVersion |
| Volume | 2 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVAON databaseName: DOAJ Directory of Open Access Journals customDbUrl: eissn: 2949-9534 dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0003321009 issn: 2949-9534 databaseCode: DOA dateStart: 20240101 isFulltext: true titleUrlDefault: https://www.doaj.org/ providerName: Directory of Open Access Journals – providerCode: PRVHPJ databaseName: ROAD: Directory of Open Access Scholarly Resources customDbUrl: eissn: 2949-9534 dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0003321009 issn: 2949-9534 databaseCode: M~E dateStart: 20240101 isFulltext: true titleUrlDefault: https://road.issn.org providerName: ISSN International Centre |
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1JS8QwFA6iB72IouK4DDl4nGLTLG28jTIiwgwiDugpZAWldMRRxIu_3bwuw3hRD15KW0Kbvq-8hXz5HkInJtYcBSEmEYJnCTM8-kFLgWXubQSceFH3WBpPxNWUXd_z-6VWX8AJa-SBG8OdFjqVjgZDqKZASTSZLywhVqRBGiI8eN-0kEvFFPhgCltTUtnJDNWELkAMlh-yRqizbc3WhaJasf9bRFp_q571x7suy6WIc7mFNttUEQ-bKW6jFV_tIHs7Kz2eBQzUTqznWFcYJB9egrYet6wr_NxoSAzwHOpdF0_jOIdh_f8RLoDvdYa7jqIY9pjgciGwvIuml6O7i6ukbZSQ2CyWZwm3nmtSaCEKZ7nXMqfMcekKlzKXW82y1FLhqeGZ1cSJVHrOuaE6Z5KFmJHtodVqVvl9hAnLWXAhMMMYM9IXnAdKvTXRMzJifA8NOpup9ltURxR7UrWJFZhYpURFE_fQOdh1MRTErOsbEWLVQqx-g7iHRIeKavOCJt7HRz3-_PZkgeFfZnvwH7M9RBvwyIandoRWX1_e_HFMXF5Nv_5H43H8OeqjtenkZvjwBYfc7TA |
| linkProvider | Directory of Open Access Journals |
| linkToUnpaywall | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1LSwMxEA5SD558oGJFJQePXdlsHt14U7EUwSJiQU8hT1DLtvSB6K83s49iRURvu0t2k8zMJjPMl28QOjUx5sgJMYkQPEuY4XEdtBRQ5t5GhRMvyhpLtwPRH7KbR_5Y82zDWZiV_H2JwwJBQ9Ygq_g1gftzXfDoeLfQ-nBwd_EE5eMkk5CIZA2v0M9vruw9JUX_yha0sSgm-v1Nj0ZftpjeVnV2e1YyEwKy5PVsMTdn9uMbb-MfR7-NNmtXE19UtrGD1nyxi-z9eOTxOGCAhmI9w7rAQBkxDdp6XKO28KTioOjgGcTLLl7Gdg4DfuAZbgAvdo6biqQYzqjg0ZKgeQ8Ne9cPV_2kLrSQ2CyGdwm3nmuSayFyZ7nXskuZ49LlLmWuazXLUkuFp4ZnVhMnUuk554bqLpMsRI9uH7WKceEPECasy4ILgRnGmJE-5zxQ6q2JKysjxrdRp1GBqueiGqDZiyqlpUBaKiUqSquNLkFNy6ZAhl0-iFJW9b-lcp1KR4MhVFNArZrM55YQK9IgDRGxT9EoWdV-ReUvxE89_957sjSJv4z28J_tj1BrPl344-jWzM1Jbc6fsPj0LA |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Role+of+data+as+an+interface+between+primary%2C+secondary+and+tertiary+care%3A+Evidence+from+literature&rft.jtitle=Informatics+and+Health&rft.au=Giri%2C+Amrit&rft.au=Ud+Din%2C+Fareed&rft.date=2025-03-01&rft.pub=Elsevier+B.V&rft.issn=2949-9534&rft.eissn=2949-9534&rft.volume=2&rft.issue=1&rft.spage=63&rft.epage=72&rft_id=info:doi/10.1016%2Fj.infoh.2025.01.004&rft.externalDocID=S2949953425000049 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2949-9534&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2949-9534&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2949-9534&client=summon |