{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,17]],"date-time":"2026-10-17T06:28:04Z","timestamp":1792218484664,"version":"4.4.0"},"reference-count":29,"publisher":"American Society of Tropical Medicine and Hygiene","issue":"4","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,10,1]]},"abstract":"<jats:title>ABSTRACT.<\/jats:title>\n<jats:p>To explore how model-based geostatistics (MBG) could support trachoma elimination efforts, a technical consultation was held on March 4 and 5, 2024 by the Centre for Health Informatics, Computing, and Statistics at Lancaster University, United Kingdom, a WHO Collaborating Centre on Geostatistical Methods for Neglected Tropical Disease Research. The meeting aimed to foster collaboration for sharing insights on using MBG for decision-making; showcase its applications in assessing trachoma elimination status; address challenges, such as setting the probability threshold for elimination and resolving conflicts between survey and MBG evidence; and discuss considerations for integrating MBG into Tropical Data. Participants, including trachoma program managers, experts, academics, donors, and statisticians, reviewed MBG applications, discussed ongoing studies, identified knowledge gaps, and planned future work. This article summarizes the meeting\u2019s presentations, discussions, and outcomes, highlighting current conclusions on and research priorities to evaluate MBG\u2019s feasibility and utility in trachoma elimination programs.<\/jats:p>","DOI":"10.4269\/ajtmh.25-0023","type":"journal-article","created":{"date-parts":[[2025,7,31]],"date-time":"2025-07-31T13:51:48Z","timestamp":1753969908000},"page":"930-936","source":"Crossref","is-referenced-by-count":2,"title":["Using Model-Based Geostatistics to Refine Population-Based Estimates of Trachoma Prevalence: Update from a Technical Consultation"],"prefix":"10.4269","volume":"113","author":[{"given":"Anna","family":"Harte","sequence":"first","affiliation":[{"name":"Clinical Research Department, London School of Hygiene & Tropical Medicine, London, United Kingdom;"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Misaki","family":"Sasanami","sequence":"additional","affiliation":[{"name":"Lancaster Medical School, Lancaster University, Lancaster, United Kingdom;"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Clara R.","family":"Burgert-Brucker","sequence":"additional","affiliation":[{"name":"Clinical Research Department, London School of Hygiene & Tropical Medicine, London, United Kingdom;"},{"name":"RTI International, Washington, District of Columbia;"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ana","family":"Bakhtiari","sequence":"additional","affiliation":[{"name":"International Trachoma Initiative, Task Force for Global Health, Atlanta, Georgia;"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Donal","family":"Bisanzio","sequence":"additional","affiliation":[{"name":"RTI International, Washington, District of Columbia;"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Cristina","family":"Jimenez","sequence":"additional","affiliation":[{"name":"Sightsavers, Haywards Heath, United Kingdom;"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Anthony W.","family":"Solomon","sequence":"additional","affiliation":[{"name":"Global Neglected Tropical Disease Programme, World Health Organization, Geneva, Switzerland;"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"George Elia","family":"Kabona","sequence":"additional","affiliation":[{"name":"Ministry of Health, United Republic of Tanzania, Dodoma, Tanzania;"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Michael Peter","family":"Masika","sequence":"additional","affiliation":[{"name":"Ministry of Health Malawi, Lilongwe, Malawi;"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jeremiah","family":"Ngondi","sequence":"additional","affiliation":[{"name":"RTI International, Washington, District of Columbia;"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Pearl Anne","family":"Ante-Testard","sequence":"additional","affiliation":[{"name":"Proctor Foundation, University of California, San Francisco, California;"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Benjamin F.","family":"Arnold","sequence":"additional","affiliation":[{"name":"Proctor Foundation, University of California, San Francisco, California;"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gilbert","family":"Baayenda","sequence":"additional","affiliation":[{"name":"The Fred Hollows Foundation, Sidney, Australia;"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Pablo Ruiz","family":"Cuenca","sequence":"additional","affiliation":[{"name":"Lancaster Medical School, Lancaster University, Lancaster, United Kingdom;"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Peter John","family":"Diggle","sequence":"additional","affiliation":[{"name":"Lancaster Medical School, Lancaster University, Lancaster, United Kingdom;"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dileepa","family":"Edirweera","sequence":"additional","affiliation":[{"name":"Lancaster Medical School, Lancaster University, Lancaster, United Kingdom;"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Paul M.","family":"Emerson","sequence":"additional","affiliation":[{"name":"International Trachoma Initiative, Task Force for Global Health, Atlanta, Georgia;"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Claudio","family":"Fronterre","sequence":"additional","affiliation":[{"name":"Lancaster Medical School, Lancaster University, Lancaster, United Kingdom;"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Katherine","family":"Gass","sequence":"additional","affiliation":[{"name":"Task Force for Global Health, Atlanta, Georgia;"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lucinda","family":"Newbury","sequence":"additional","affiliation":[{"name":"Lancaster Medical School, Lancaster University, Lancaster, United Kingdom;"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"P. 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