{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,13]],"date-time":"2026-07-13T22:00:35Z","timestamp":1783980035450,"version":"3.55.0"},"reference-count":18,"publisher":"SAGE Publications","issue":"1","license":[{"start":{"date-parts":[[2022,1,21]],"date-time":"2022-01-21T00:00:00Z","timestamp":1642723200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["Public Health Rep"],"published-print":{"date-parts":[[2023,1]]},"abstract":"<jats:sec>\n                    <jats:title>Objectives:<\/jats:title>\n                    <jats:p>Achieving accurate, timely, and complete HIV surveillance data is complicated in the United States by migration and care seeking across jurisdictional boundaries. To address these issues, public health entities use the ATra Black Box\u2014a secure, electronic, privacy-assuring system developed by Georgetown University\u2014to identify and confirm potential duplicate case records, exchange data, and perform other analytics to improve the quality of data in the Enhanced HIV\/AIDS Reporting System (eHARS). We aimed to evaluate the ability of 2 ATra software algorithms to identify potential duplicate case-pairs across 6 jurisdictions for people living with diagnosed HIV.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods:<\/jats:title>\n                    <jats:p>We implemented 2 matching algorithms for identifying potential duplicate case-pairs in ATra software. The Single Name Matching Algorithm examines only 1 name for a person, whereas the All Names Matching Algorithm examines all names in eHARS for a person. Six public health jurisdictions used the algorithms. We compared outputs for the overall number of potential matches and changes in matching level.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results:<\/jats:title>\n                    <jats:p>The All Names Matching Algorithm found more matches than the Single Name Matching Algorithm and increased levels of match. The All Names Matching Algorithm identified 9070 (4.5%) more duplicate matches than the Single Name Matching Algorithm (n = 198 828) and increased the total number of matches at the exact through high levels by 15.4% (from 167 156 to 192 932; n = 25 776).<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusions:<\/jats:title>\n                    <jats:p>HIV data quality across multiple jurisdictions can be improved by using all known first and last names of people living with diagnosed HIV that match with eHARS rather than using only 1 first and last name.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1177\/00333549211066171","type":"journal-article","created":{"date-parts":[[2022,1,21]],"date-time":"2022-01-21T09:06:34Z","timestamp":1642755994000},"page":"54-61","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":6,"title":["Enhancing the ATra Black Box Matching Algorithm: Use of All Names for Deduplication Across Jurisdictions"],"prefix":"10.1177","volume":"138","author":[{"given":"Auntr\u00e9 D.","family":"Hamp","sequence":"first","affiliation":[{"name":"Office of the Senior Vice President for Research, Georgetown University, Washington, DC, USA"},{"name":"Center for Global Health Practice and Impact, Georgetown University, Washington, DC, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Helen E.","family":"Karn","sequence":"additional","affiliation":[{"name":"Office of the Senior Vice President for Research, Georgetown University, Washington, DC, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Frances Y.","family":"Kwon","sequence":"additional","affiliation":[{"name":"Office of the Senior Vice President for Research, Georgetown University, Washington, DC, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0301-2432","authenticated-orcid":false,"given":"Anne","family":"Rhodes","sequence":"additional","affiliation":[{"name":"Office of the Senior Vice President for Research, Georgetown University, Washington, DC, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"James","family":"Carrier","sequence":"additional","affiliation":[{"name":"Center for HIV Surveillance, Epidemiology and Evaluation, Maryland Department of Health, Baltimore, MD, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Reshma","family":"Bhattacharjee","sequence":"additional","affiliation":[{"name":"Center for HIV Surveillance, Epidemiology and Evaluation, Maryland Department of Health, Baltimore, MD, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Colin","family":"Flynn","sequence":"additional","affiliation":[{"name":"Center for HIV Surveillance, Epidemiology and Evaluation, Maryland Department of Health, Baltimore, MD, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Trevor","family":"Hsu","sequence":"additional","affiliation":[{"name":"Center for HIV Surveillance, Epidemiology and Evaluation, Maryland Department of Health, Baltimore, MD, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"John","family":"McNeice","sequence":"additional","affiliation":[{"name":"HIV Surveillance Program, Virginia Department of Health, Richmond, VA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1233-3780","authenticated-orcid":false,"given":"Bridget J.","family":"Anderson","sequence":"additional","affiliation":[{"name":"Center for Community Health, New York State Department of Health, Albany, NY, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Joyce","family":"Chicoine","sequence":"additional","affiliation":[{"name":"Bureau of HIV\/AIDS Epidemiology, New York State Department of Health, Albany, NY, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jessica","family":"Fridge","sequence":"additional","affiliation":[{"name":"STD\/HIV\/Hepatitis Program, Louisiana Department of Health, New Orleans, LA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Justice","family":"King","sequence":"additional","affiliation":[{"name":"STD\/HIV\/Hepatitis Program, Louisiana Department of Health, New Orleans, LA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Garret R.","family":"Lum","sequence":"additional","affiliation":[{"name":"HIV\/AIDS, Hepatitis, STD and TB Administration, District of Columbia Department of Health, Washington, DC, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tej","family":"Mishra","sequence":"additional","affiliation":[{"name":"HIV\/AIDS, Hepatitis, STD and TB Administration, District of Columbia Department of Health, Washington, DC, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Alisa","family":"Kang","sequence":"additional","affiliation":[{"name":"University Information Systems, Georgetown University, Washington, DC, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"J.C.","family":"Smart","sequence":"additional","affiliation":[{"name":"Office of the Senior Vice President for Research, Georgetown University, Washington, DC, USA"},{"name":"Department of Computer Science, Georgetown University, Washington, DC, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"179","published-online":{"date-parts":[[2022,1,21]]},"reference":[{"key":"bibr1-00333549211066171","unstructured":"Joint United Nations Programme on HIV\/AIDS. 90-90-90: an ambitious treatment target to help end the AIDS epidemic. 2014. Accessed March 15, 2021. https:\/\/www.unaids.org\/en\/resources\/documents\/2017\/90-90-90"},{"key":"bibr2-00333549211066171","unstructured":"Centers for Disease Control and Prevention. Ending the HIV epidemic in the U.S. Accessed October 14, 2020. https:\/\/www.cdc.gov\/endhiv\/index.html"},{"key":"bibr3-00333549211066171","unstructured":"US Department of Health and Human Services. HIV National Strategic Plan: A Roadmap to End the Epidemic for the United States 2021-2025. 2021. Accessed March 15, 2021. https:\/\/files.hiv.gov\/s3fs-public\/HIV-National-Strategic-Plan-2021-2025.pdf"},{"key":"bibr4-00333549211066171","first-page":"1","volume":"31","author":"Centers for Disease Control and Prevention","year":"2020","journal-title":"HIV Surveill Rep"},{"issue":"1","key":"bibr5-00333549211066171","first-page":"1","volume":"25","author":"Centers for Disease Control and Prevention","year":"2020","journal-title":"HIV Surveill Suppl Rep"},{"key":"bibr6-00333549211066171","doi-asserted-by":"publisher","DOI":"10.1111\/milq.12018"},{"key":"bibr7-00333549211066171","doi-asserted-by":"publisher","DOI":"10.1177\/003335491412900408"},{"key":"bibr8-00333549211066171","doi-asserted-by":"publisher","DOI":"10.1097\/OLQ.0000000000000072"},{"key":"bibr9-00333549211066171","doi-asserted-by":"publisher","DOI":"10.1258\/ijsa.2008.008422"},{"key":"bibr10-00333549211066171","doi-asserted-by":"publisher","DOI":"10.2196\/publichealth.9800"},{"key":"bibr11-00333549211066171","doi-asserted-by":"publisher","DOI":"10.2196\/publichealth.5317"},{"key":"bibr12-00333549211066171","first-page":"93","volume-title":"Ethical Reasoning in Big Data: An Exploratory Analysis","volume":"2016","author":"Smart JC"},{"key":"bibr13-00333549211066171","doi-asserted-by":"publisher","DOI":"10.1097\/QAI.0000000000002090"},{"key":"bibr14-00333549211066171","unstructured":"Council of State and Territorial Epidemiologists. HIV Surveillance Training Manual. 2005. Accessed March 15, 2021. https:\/\/www.cste.org\/members\/group.aspx?id=87601"},{"key":"bibr15-00333549211066171","doi-asserted-by":"publisher","DOI":"10.1097\/QAI.0000000000000788"},{"key":"bibr16-00333549211066171","unstructured":"Centers for Disease Control and Prevention. Secure data sharing tool to support de-duplication of cases in the National HIV Surveillance System (NHSS): CDC-RFA-PS18-1805. Accessed April 1, 2021. https:\/\/govtribe.com\/file\/government-file\/cdc-rfa-ps18-1805-final-dot-pdf"},{"key":"bibr17-00333549211066171","doi-asserted-by":"publisher","DOI":"10.2196\/15917"},{"key":"bibr18-00333549211066171","doi-asserted-by":"publisher","DOI":"10.1186\/s12874-018-0536-4"}],"container-title":["Public Health Reports\u00ae"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/00333549211066171","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/full-xml\/10.1177\/00333549211066171","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/00333549211066171","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T09:37:43Z","timestamp":1777628263000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/10.1177\/00333549211066171"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,1,21]]},"references-count":18,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2023,1]]}},"alternative-id":["10.1177\/00333549211066171"],"URL":"https:\/\/doi.org\/10.1177\/00333549211066171","relation":{},"ISSN":["0033-3549","1468-2877"],"issn-type":[{"value":"0033-3549","type":"print"},{"value":"1468-2877","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,1,21]]}}}