311 Democratizing access to clinical data for research: Implementation and evaluation strategies in an academic medical center and lessons learned
OBJECTIVES/GOALS: To facilitate data exploration at an academic medical center, we piloted self-service data science tools to provide easy access to research data and provide analytical workspace. The objectives are: i) data delivery with data governance and cohort discovery under a managed self-ser...
Uloženo v:
| Vydáno v: | Journal of clinical and translational science Ročník 8; číslo s1; s. 95 - 96 |
|---|---|
| Hlavní autoři: | , , , , |
| Médium: | Journal Article |
| Jazyk: | angličtina |
| Vydáno: |
Cambridge
Cambridge University Press
01.04.2024
|
| Témata: | |
| ISSN: | 2059-8661, 2059-8661 |
| On-line přístup: | Získat plný text |
| Tagy: |
Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!
|
| Abstract | OBJECTIVES/GOALS: To facilitate data exploration at an academic medical center, we piloted self-service data science tools to provide easy access to research data and provide analytical workspace. The objectives are: i) data delivery with data governance and cohort discovery under a managed self-service model and ii) data science and analytics tool for advanced users. METHODS/STUDY POPULATION: Using existing commercial frameworks, we implemented a few pilot self-service tools. The key characteristics of the tools were i) high degrees of functionality and flexibility for data access and data governance, ii) lower cost to build and maintain, and iii) long-term organizational strategic alignment with the academic medical center. We conducted a two-phase evaluation with the pilot self-service tool: functionality-based assessment, prioritizing tools for data science users, and usability-based assessment, evaluating selected tools through customized maturity models and surveys. The evaluation study targeted a focus group study with five diverse faculties and researchers in an academic medical center seeking improved access to research resources. RESULTS/ANTICIPATED RESULTS: In evaluation phase 1, we explored seven self-service tool frameworks suitable for our research data warehouse (RDW). In phase 2, we implemented the top two tools selected from phase 1, QlikView and Palantir Foundry. Although the tool built on Palantir has higher mean and individual scores for user feedback than Qlik's, there is no statistically significant difference. Both tools had steep initial learning curve. Palantir has better feedback from qualitative responses. Our study findings highlight prioritized functionalities (efficiency, flexibility, sustainability, security, and cost reduction) for data science tool users; however features and the tool itself requires long term organizational planning and investment. DISCUSSION/SIGNIFICANCE: Academic and research medical centers strongly focus on efficient pilot data access for researchers to aid hypothesis generation. Establishing a clinical research-focused self-service data tool addresses the well-established demand for research resources and offers a model for similar organizations. |
|---|---|
| AbstractList | OBJECTIVES/GOALS: To facilitate data exploration at an academic medical center, we piloted self-service data science tools to provide easy access to research data and provide analytical workspace. The objectives are: i) data delivery with data governance and cohort discovery under a managed self-service model and ii) data science and analytics tool for advanced users. METHODS/STUDY POPULATION: Using existing commercial frameworks, we implemented a few pilot self-service tools. The key characteristics of the tools were i) high degrees of functionality and flexibility for data access and data governance, ii) lower cost to build and maintain, and iii) long-term organizational strategic alignment with the academic medical center. We conducted a two-phase evaluation with the pilot self-service tool: functionality-based assessment, prioritizing tools for data science users, and usability-based assessment, evaluating selected tools through customized maturity models and surveys. The evaluation study targeted a focus group study with five diverse faculties and researchers in an academic medical center seeking improved access to research resources. RESULTS/ANTICIPATED RESULTS: In evaluation phase 1, we explored seven self-service tool frameworks suitable for our research data warehouse (RDW). In phase 2, we implemented the top two tools selected from phase 1, QlikView and Palantir Foundry. Although the tool built on Palantir has higher mean and individual scores for user feedback than Qlik's, there is no statistically significant difference. Both tools had steep initial learning curve. Palantir has better feedback from qualitative responses. Our study findings highlight prioritized functionalities (efficiency, flexibility, sustainability, security, and cost reduction) for data science tool users; however features and the tool itself requires long term organizational planning and investment. DISCUSSION/SIGNIFICANCE: Academic and research medical centers strongly focus on efficient pilot data access for researchers to aid hypothesis generation. Establishing a clinical research-focused self-service data tool addresses the well-established demand for research resources and offers a model for similar organizations. |
| Author | Adibuzzaman, Mohammad Adib, Riddhiman Benton, Erik Cohen, Aaron Myers, Susan |
| AuthorAffiliation | Oregon Health & Science University |
| AuthorAffiliation_xml | – name: Oregon Health & Science University |
| Author_xml | – sequence: 1 givenname: Riddhiman surname: Adib fullname: Adib, Riddhiman – sequence: 2 givenname: Susan surname: Myers fullname: Myers, Susan – sequence: 3 givenname: Erik surname: Benton fullname: Benton, Erik – sequence: 4 givenname: Aaron surname: Cohen fullname: Cohen, Aaron – sequence: 5 givenname: Mohammad surname: Adibuzzaman fullname: Adibuzzaman, Mohammad |
| BookMark | eNpVkk1vEzEQhi1UJErpjR9giSsJ_ljverkgVL4iVeICZ2synk0d7drB3lQqP4NfjDepED2NPfPOMxr7fckuYorE2Gsp1lLI7h3OZa2EatbKqmfsUgnTr2zbyov_zi_YdSl7IYS0qm21vmR_tJT8E00JM8zhd4g7DohUCp8TxzHEgDByDzPwIWWeqRBkvHvPN9NhpIniXNtS5BA9p3sYj-drmSuOdoEKD0uxQsHTFJBP5E9IrK2UT31jHZdiqRFyJP-KPR9gLHT9GK_Yzy-ff9x8W91-_7q5-Xi7QqWMWhnhBRkg2hrsYKvJdI1Cr0DbAQYCkiBk0xmjTKt7rTvRG-kbCzi02iLpK7Y5c32CvTvkMEF-cAmCOyVS3jnIc8CRnG8bLYzUKBpqyFvbC9l3etugrxmUlfXhzDoct3XDZbkM4xPo00oMd26X7p2UQmsrVSW8eSTk9OtIZXb7dMyxPoDTQgvb6_qvVfX2rMKcSsk0_BshhVts4KoN3GIDt8j_AvufqbI |
| ContentType | Journal Article |
| Copyright | The Author(s), 2024. The Association for Clinical and Translational Science. This work is licensed under the Creative Commons Attribution – Non-Commercial – No Derivatives License This is an Open Access article, distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives licence (https://creativecommons.org/licenses/by-nc-nd/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is unaltered and is properly cited. The written permission of Cambridge University Press must be obtained for commercial re-use or in order to create a derivative work. (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. The Association for Clinical and Translational Science 2024 2024 The Association for Clinical and Translational Science |
| Copyright_xml | – notice: The Author(s), 2024. The Association for Clinical and Translational Science. This work is licensed under the Creative Commons Attribution – Non-Commercial – No Derivatives License This is an Open Access article, distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives licence (https://creativecommons.org/licenses/by-nc-nd/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is unaltered and is properly cited. The written permission of Cambridge University Press must be obtained for commercial re-use or in order to create a derivative work. (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. – notice: The Association for Clinical and Translational Science 2024 2024 The Association for Clinical and Translational Science |
| DBID | AAYXX CITATION 8FE 8FH AFKRA AZQEC BBNVY BENPR BHPHI CCPQU DWQXO GNUQQ HCIFZ LK8 M7P PHGZM PHGZT PKEHL PQEST PQGLB PQQKQ PQUKI PRINS 5PM DOA |
| DOI | 10.1017/cts.2024.282 |
| DatabaseName | CrossRef ProQuest SciTech Collection ProQuest Natural Science Collection ProQuest Central UK/Ireland ProQuest Central Essentials - QC Biological Science Collection ProQuest Central Natural Science Collection ProQuest One Community College ProQuest Central Korea ProQuest Central Student SciTech Premium Collection Biological Sciences Biological Science Database Proquest Central Premium ProQuest One Academic ProQuest One Academic Middle East (New) ProQuest One Academic Eastern Edition (DO NOT USE) ProQuest One Applied & Life Sciences ProQuest One Academic (retired) ProQuest One Academic UKI Edition ProQuest Central China PubMed Central (Full Participant titles) Directory of Open Access Journals (DOAJ) |
| DatabaseTitle | CrossRef ProQuest Central Student ProQuest Biological Science Collection ProQuest One Academic Middle East (New) ProQuest Central Essentials ProQuest One Academic Eastern Edition SciTech Premium Collection ProQuest One Community College ProQuest Natural Science Collection Biological Science Database ProQuest SciTech Collection ProQuest Central China ProQuest Central ProQuest One Applied & Life Sciences ProQuest One Academic UKI Edition Natural Science Collection ProQuest Central Korea Biological Science Collection ProQuest Central (New) ProQuest One Academic ProQuest One Academic (New) |
| DatabaseTitleList | CrossRef ProQuest Central Student |
| Database_xml | – sequence: 1 dbid: DOA name: DOAJ Directory of Open Access Journals url: https://www.doaj.org/ sourceTypes: Open Website – sequence: 2 dbid: BENPR name: ProQuest Central url: https://www.proquest.com/central sourceTypes: Aggregation Database |
| DeliveryMethod | fulltext_linktorsrc |
| EISSN | 2059-8661 |
| EndPage | 96 |
| ExternalDocumentID | oai_doaj_org_article_d6430513c04e4ed88901973b4cd04ec1 PMC11033812 10_1017_cts_2024_282 |
| GroupedDBID | 09C 09E 0R~ 8FE 8FH AABES AABWE AAGFV AAKTX AASVR AAYXX ABGDZ ABQTM ABROB ABVZP ABXHF ACAJB ACBEK ACDLN ACGFS ACUIJ ADAZD ADBBV ADDNB ADKIL ADOVH ADVJH AEBAK AEHGV AEMTJ AEYHU AFFHD AFKQG AFKRA AFLVW AFZFC AGABE AGJUD AHIPN AHQXX AHRGI AIGNW AIHIV AIOIP AJCYY AKMAY ALMA_UNASSIGNED_HOLDINGS ANPSP AQJOH ARCSS AUXHV AZGZS BBLKV BBNVY BCNDV BENPR BHPHI BLZWO BMAJL BRIRG CBIIA CCPQU CCQAD CFAFE CITATION CJCSC DOHLZ GROUPED_DOAJ HCIFZ HYE IKXGN IOEEP IPYYG JHPGK JKPOH JQKCU JVRFK KCGVB KFECR LK8 M7P M~E NIKVX OK1 PHGZM PHGZT PQGLB RCA ROL RPM S6U SAAAG T9M WFFJZ ZYDXJ AZQEC DWQXO GNUQQ PKEHL PQEST PQQKQ PQUKI PRINS 5PM |
| ID | FETCH-LOGICAL-c2252-50d0e5aeeb5c7ab3e5742cd2a38fafeae1a014755256393370951d48acf638ce3 |
| IEDL.DBID | DOA |
| ISSN | 2059-8661 |
| IngestDate | Tue Oct 14 18:58:25 EDT 2025 Tue Nov 04 02:05:45 EST 2025 Fri Jul 25 10:42:19 EDT 2025 Sat Nov 29 01:40:41 EST 2025 |
| IsDoiOpenAccess | true |
| IsOpenAccess | true |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | s1 |
| Language | English |
| License | https://creativecommons.org/licenses/by-nc-nd/4.0 This is an Open Access article, distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives licence (https://creativecommons.org/licenses/by-nc-nd/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is unaltered and is properly cited. The written permission of Cambridge University Press must be obtained for commercial re-use or in order to create a derivative work. |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c2252-50d0e5aeeb5c7ab3e5742cd2a38fafeae1a014755256393370951d48acf638ce3 |
| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 |
| OpenAccessLink | https://doaj.org/article/d6430513c04e4ed88901973b4cd04ec1 |
| PQID | 3030893282 |
| PQPubID | 2046292 |
| PageCount | 2 |
| ParticipantIDs | doaj_primary_oai_doaj_org_article_d6430513c04e4ed88901973b4cd04ec1 pubmedcentral_primary_oai_pubmedcentral_nih_gov_11033812 proquest_journals_3030893282 crossref_primary_10_1017_cts_2024_282 |
| PublicationCentury | 2000 |
| PublicationDate | 20240401 |
| PublicationDateYYYYMMDD | 2024-04-01 |
| PublicationDate_xml | – month: 04 year: 2024 text: 20240401 day: 01 |
| PublicationDecade | 2020 |
| PublicationPlace | Cambridge |
| PublicationPlace_xml | – name: Cambridge – name: Cambridge, UK |
| PublicationTitle | Journal of clinical and translational science |
| PublicationYear | 2024 |
| Publisher | Cambridge University Press |
| Publisher_xml | – name: Cambridge University Press |
| SSID | ssj0001826633 |
| Score | 2.2513885 |
| Snippet | OBJECTIVES/GOALS: To facilitate data exploration at an academic medical center, we piloted self-service data science tools to provide easy access to research... |
| SourceID | doaj pubmedcentral proquest crossref |
| SourceType | Open Website Open Access Repository Aggregation Database Index Database |
| StartPage | 95 |
| SubjectTerms | Data science Feedback Informatics and Data Science Population studies Statistical analysis |
| SummonAdditionalLinks | – databaseName: Biological Science Database dbid: M7P link: http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1Lb9QwELZK4cCFhwCxtCAf2uPCxhOvHS4I-lAPVdUDoN4srz2hK3WTshs49Gfwi5lxHJZcuHC1EzvOjMff2ONvhDhYoKotej1VRazIQfFkB7HkHBoGVECjTTpo_3puLi7s1VV1mTfcNjmscrCJyVDHNvAe-TtgYhUCG1Z9uP0-5axRfLqaU2jcE_eZJQFS6N7ldo-FsPMcIMe7M1N06JiiW5VvlVWjlSgR9o9Q5jhG8q9F5_Tx_37uE_Eow035sdePp2IHm2fiFxSFPMZVG1j8d7R4SZ_yJsqulcNVScmxo5Igrcx8QNfvZaISXuXbSo30TZRbtnC56QbaCbnkSmq0j72Xq_40SPIocZ3eu6HuSOFlylqB8bn4cnry-ehsmnMzTANZAPJfZ3GG2iMudDB-AajJxw5RebC1r9Fj4cn5MloTpIIKwDCUi6X1oaYZHxBeiN2mbfClkFp7gHoeCpwbgnOmCoZQBgAjuSqUs4k4HOTkbnsKDtfHphlH8nQsT0c_eiI-sRD_PMPE2amgXX9zeR66OGeOswLCrMQSo7WEhyoDizJEKgnFROwP8nR5Nm_cVpgTYUdqMepsXNMsrxNbN-ErIFikXv275T3xkAfSBwXti91u_QNfiwfhZ7fcrN8kvf4NDdUFJw priority: 102 providerName: ProQuest |
| Title | 311 Democratizing access to clinical data for research: Implementation and evaluation strategies in an academic medical center and lessons learned |
| URI | https://www.proquest.com/docview/3030893282 https://pubmed.ncbi.nlm.nih.gov/PMC11033812 https://doaj.org/article/d6430513c04e4ed88901973b4cd04ec1 |
| Volume | 8 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVAEN databaseName: Cambridge University Press Wholly Gold Open Access Journals customDbUrl: eissn: 2059-8661 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0001826633 issn: 2059-8661 databaseCode: IKXGN dateStart: 20170201 isFulltext: true titleUrlDefault: http://journals.cambridge.org/action/login providerName: Cambridge University Press – providerCode: PRVAON databaseName: DOAJ Directory of Open Access Journals customDbUrl: eissn: 2059-8661 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0001826633 issn: 2059-8661 databaseCode: DOA dateStart: 20170101 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: 2059-8661 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0001826633 issn: 2059-8661 databaseCode: M~E dateStart: 20160101 isFulltext: true titleUrlDefault: https://road.issn.org providerName: ISSN International Centre – providerCode: PRVPQU databaseName: Biological Science Database customDbUrl: eissn: 2059-8661 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0001826633 issn: 2059-8661 databaseCode: M7P dateStart: 20170201 isFulltext: true titleUrlDefault: http://search.proquest.com/biologicalscijournals providerName: ProQuest – providerCode: PRVPQU databaseName: ProQuest Central customDbUrl: eissn: 2059-8661 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0001826633 issn: 2059-8661 databaseCode: BENPR dateStart: 20170201 isFulltext: true titleUrlDefault: https://www.proquest.com/central providerName: ProQuest |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV09b9swECWCtEOXoEEb1Elq3JCObiydaErdmsRGhsIwirTwRtDkCTEQy4GtdujQH9FfnDtKbq2pSxYN1Acp3lF8Jz6-U-piQWmZk9ODNAkFByiOv4OUSQ4Ng6kno01caP_-xUyn-XxezPZSfQknrJEHbjruMoxElCpBP8woo5DnPIEVBheZD1ziY-DDqGcvmIp_Vxg1jxBbprtoRPtaxLnT7GOap505KEr1d_Bllx25N91MXqujFifC56Z9x-qAqjfqDyYJ3NBq7cVuv3jWARcTHkK9ht0eRxDSJzAWhVbI5_4TRA3gVbvNqAJXBfgn8w3beqcXAUs5yQ9tSPOwapZxQBpJm3jfA1fHngox3QSFt-rbZHx3fTtokyoMPA9dDjyHYUjaES20N26BpDk49iF1mJeuJEeJ46jJaM1YCAtEIxgsZLnzJQ9VT3iiDqt1Re8UaO0Qy5FPaGQYh5nCG4YHiALBCp8Ne-rDrpvtY6OdYRtSmbFsDivmsGyOnroSG_y9RhSvYwH7gW39wP7PD3rqfGdB2w7DrUVR42GEKnXkHat2KuueqZb3UWabgRHH70l6-hzNO1Ov5HUbzs-5Oqw3P-i9eul_1svtpq9eXI2ns6_96MR94Z_O5Ph7_AQStPoT |
| linkProvider | Directory of Open Access Journals |
| linkToHtml | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V1Nb9QwEB2VggQXPgSoSwv4QI8LGztZO0gIAaVq1WXVQ0G9Ga89oSuxSbsbQPAz-CH8RmachCUXbj1wjRNbsZ_Hb-zxG4AnM5SFQZcNZRJyclAc2UFMOYeGVtKjznQ8aP8w0dOpOT3NjzfgV3cXhsMqO5sYDXWoPO-RP1MsrEJkw8iX5xdDzhrFp6tdCo0GFkf4_Ru5bKsXh3s0vrtS7r89eXMwbLMKDD1hlzyvURhh5hBnmddupjAj79AH6ZQpXIEOE0dug84yIgOK3H3NJCSkxvmCsOpRUb1X4CrRCGliqODxek-HuPpYqTa-npWpfc2S4DJ9Ko3srXwxQUCP1fZjMv9a5PZv_W_dcxtutnRavGrwfwc2sLwLP1WSiD1cVJ7h_YMWZ-FiXkhRV6K7Cio4NlYQZRet3tHZcxGlkhftbaxSuDKItRq6WNWdrIaYcyFV2twtEIvmtEtwr-IyfveZmqMJLWJWDgz34P2ldMN92CyrErdAZJlTqhj7BMea6KrOvSYWpRQz1dynowHsdriw543EiG1i77Ql_FjGj6WBHcBrBs2fd1gYPD6olp9sa2dsGLOGW6L8KMUUgzHE93KtZqkP9MQnA9jp8GNba7Wya_AMwPRg2GusX1LOz6IaOfFHRbRPPvh3zY_h-sHJu4mdHE6PtuEG_1QTALUDm_XyCz6Ea_5rPV8tH8U5JeDjZaP0N1xaYfQ |
| linkToPdf | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V3BbtQwEB2VghAXCgLEQgs-0OPSjZ3ECRJCwLKialntAVBvxmtP6EpsUnYDiH5GP4evY8ZJWHLh1gPXOLEV-3n8xh6_AXgyR1lkaJOhjHxODoolO4gx59DQSjrUiQ4H7R-P9XSanZzksy341d2F4bDKziYGQ-0rx3vkB4qFVYhsZPKgaMMiZuPJi7OvQ84gxSetXTqNBiJH-PMHuW_r54djGut9KSdv3r9-O2wzDAwd4Zi8sJEfYWIR54nTdq4wIU_ReWlVVtgCLUaWXAidJEQMFLn-mgmJjzPrCsKtQ0X1XoGrOk6DUXinZ5v9HeLtqVJtrD2rVLua5cFl_FRmsrcKhmQBPYbbj8_8a8Gb7PzPXXULbrY0W7xs5sVt2MLyDlyoKBJjXFaOYX9Oi7awIV-kqCvRXREVHDMriMqLVgfp9JkIEsrL9pZWKWzpxUYlXazrTm5DLLiQKm3uHIhlcwomuIdxFb77Qs3RRBchWwf6u_DhUrrhHmyXVYn3QSSJVapIXYSpJhqrc6eJXSnFDDZ38WgA-x1GzFkjPWKamDxtCEuGsWRokAfwigH05x0WDA8PqtVn09of41PWdouUG8UYo88y4oG5VvPYeXriogHsdlgyrRVbmw2QBpD1INlrrF9SLk6DSjnxSkV0UD74d82P4TqB0xwfTo8ewg3-pyYuahe269U33INr7nu9WK8ehekl4NNlg_Q3h8lqsg |
| 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=311+Democratizing+access+to+clinical+data+for+research%3A+Implementation+and+evaluation+strategies+in+an+academic+medical+center+and+lessons+learned&rft.jtitle=Journal+of+clinical+and+translational+science&rft.au=Adib%2C+Riddhiman&rft.au=Myers%2C+Susan&rft.au=Benton%2C+Erik&rft.au=Cohen%2C+Aaron&rft.date=2024-04-01&rft.issn=2059-8661&rft.eissn=2059-8661&rft.volume=8&rft.issue=s1&rft.spage=95&rft.epage=96&rft_id=info:doi/10.1017%2Fcts.2024.282&rft.externalDBID=n%2Fa&rft.externalDocID=10_1017_cts_2024_282 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2059-8661&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2059-8661&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2059-8661&client=summon |