{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,23]],"date-time":"2026-10-23T02:21:02Z","timestamp":1792722062230,"version":"4.5.0"},"reference-count":40,"publisher":"The Royal Society","issue":"1","license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100000925","name":"National Health and Medical Research Council","doi-asserted-by":"crossref","award":["2021\/GNT2010051"],"award-info":[{"award-number":["2021\/GNT2010051"]}],"id":[{"id":"10.13039\/501100000925","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100000925","name":"National Health and Medical Research Council","doi-asserted-by":"crossref","award":["2023\/GNT2017436"],"award-info":[{"award-number":["2023\/GNT2017436"]}],"id":[{"id":"10.13039\/501100000925","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100000925","name":"National Health and Medical Research Council","doi-asserted-by":"crossref","award":["GNT1134989"],"award-info":[{"award-number":["GNT1134989"]}],"id":[{"id":"10.13039\/501100000925","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100000923","name":"Australian Research Council","doi-asserted-by":"crossref","award":["DP200100747"],"award-info":[{"award-number":["DP200100747"]}],"id":[{"id":"10.13039\/501100000923","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100000923","name":"Australian Research Council","doi-asserted-by":"crossref","award":["FT210100034"],"award-info":[{"award-number":["FT210100034"]}],"id":[{"id":"10.13039\/501100000923","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100000974","name":"Australian Centre for International Agricultural Research","doi-asserted-by":"crossref","award":["LS\/2019\/116"],"award-info":[{"award-number":["LS\/2019\/116"]}],"id":[{"id":"10.13039\/501100000974","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":["royalsocietypublishing.org"],"crossmark-restriction":true},"short-container-title":["R. Soc. Open Sci."],"published-print":{"date-parts":[[2024,1]]},"abstract":"<jats:p>\n                    Disease surveillance aims to collect data at different times or locations, to assist public health authorities to respond appropriately. Surveillance of the simian malaria parasite,\n                    <jats:italic>Plasmodium knowlesi<\/jats:italic>\n                    , is sparse in some endemic areas and the spatial extent of transmission is uncertain. Zoonotic transmission of\n                    <jats:italic>Plasmodium knowlesi<\/jats:italic>\n                    has been demonstrated throughout Southeast Asia and represents a major hurdle to regional malaria elimination efforts. Given an arbitrary spatial prediction of relative disease risk, we develop a flexible framework for surveillance site selection, drawing on principles from multi-criteria decision-making. To demonstrate the utility of our framework, we apply it to the case study of\n                    <jats:italic>Plasmodium knowlesi<\/jats:italic>\n                    malaria surveillance site selection in western Indonesia. We demonstrate how statistical predictions of relative disease risk can be quantitatively incorporated into public health decision-making, with specific application to active human surveillance of zoonotic malaria. This approach can be used in other contexts to extend the utility of modelling outputs.\n                  <\/jats:p>","DOI":"10.1098\/rsos.230641","type":"journal-article","created":{"date-parts":[[2024,1,9]],"date-time":"2024-01-09T19:05:36Z","timestamp":1704827136000},"update-policy":"https:\/\/doi.org\/10.1098\/crossmark-policy","source":"Crossref","is-referenced-by-count":13,"title":["A multi-criteria framework for disease surveillance site selection: case study for\n                    <i>Plasmodium knowlesi<\/i>\n                    malaria in Indonesia"],"prefix":"10.1098","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0590-1444","authenticated-orcid":true,"given":"Lucinda E.","family":"Harrison","sequence":"first","affiliation":[{"name":"School of Mathematics and Statistics, The University of Melbourne, Melbourne, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8809-726X","authenticated-orcid":true,"given":"Jennifer A.","family":"Flegg","sequence":"additional","affiliation":[{"name":"School of Mathematics and Statistics, The University of Melbourne, Melbourne, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5202-240X","authenticated-orcid":true,"given":"Ruarai","family":"Tobin","sequence":"additional","affiliation":[{"name":"Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Inke N. D.","family":"Lubis","sequence":"additional","affiliation":[{"name":"Department of Paediatrics, Faculty of Medicine, Universitas Sumatera Utara, Medan, Indonesia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rintis","family":"Noviyanti","sequence":"additional","affiliation":[{"name":"Eijkman Institute for Infection and Molecular Biology, Jakarta, Indonesia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Matthew J.","family":"Grigg","sequence":"additional","affiliation":[{"name":"Menzies School of Health Research and Charles Darwin University, Darwin, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9600-3473","authenticated-orcid":true,"given":"Freya M.","family":"Shearer","sequence":"additional","affiliation":[{"name":"Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0076-3123","authenticated-orcid":true,"given":"David J.","family":"Price","sequence":"additional","affiliation":[{"name":"Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Australia"},{"name":"University of Melbourne, at the Doherty Institute for Infection and Immunity, Melbourne, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"175","published-online":{"date-parts":[[2024,1,10]]},"reference":[{"key":"e_1_3_7_2_2","doi-asserted-by":"crossref","unstructured":"Diggle P Ribeiro P. 2007 Geostatistical design. In Model-based geostatistics pp. 199\u2013212. Berlin Germany: Springer (doi:10.1007\/978-0-387-48536-2_8).","DOI":"10.1007\/978-0-387-48536-2_8"},{"key":"e_1_3_7_3_2","doi-asserted-by":"publisher","DOI":"10.1080\/19475683.2019.1688391"},{"key":"e_1_3_7_4_2","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pmed.1001413"},{"key":"e_1_3_7_5_2","doi-asserted-by":"publisher","DOI":"10.1186\/s12936-016-1523-z"},{"key":"e_1_3_7_6_2","doi-asserted-by":"publisher","DOI":"10.1089\/vbz.2006.0643"},{"key":"e_1_3_7_7_2","doi-asserted-by":"publisher","DOI":"10.1089\/vbz.2010.0234"},{"key":"e_1_3_7_8_2","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pntd.0008599"},{"key":"e_1_3_7_9_2","doi-asserted-by":"publisher","DOI":"10.1890\/07-2153.1"},{"key":"e_1_3_7_10_2","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pntd.0004915"},{"key":"e_1_3_7_11_2","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pntd.0002780"},{"key":"e_1_3_7_12_2","doi-asserted-by":"crossref","unstructured":"Fornace K Reyes R Macalinao M Bareng A Luchavez J Hafalla J Espino F Drakeley C. 2020 Disentangling fine-scale effects of environment on malaria detection and infection to design risk-based disease surveillance systems in changing landscapes. medRxiv. (doi:10.1101\/2020.04.15.20065656)","DOI":"10.1101\/2020.04.15.20065656"},{"key":"e_1_3_7_13_2","doi-asserted-by":"publisher","DOI":"10.1093\/infdis\/jix091"},{"key":"e_1_3_7_14_2","doi-asserted-by":"publisher","DOI":"10.1186\/s12942-016-0064-6"},{"key":"e_1_3_7_15_2","doi-asserted-by":"publisher","DOI":"10.1111\/j.1472-4642.2007.00341.x"},{"key":"e_1_3_7_16_2","doi-asserted-by":"publisher","DOI":"10.1111\/2041-210X.13002"},{"key":"e_1_3_7_17_2","volume-title":"GIS and multicriteria decision analysis","author":"Malczewski J","year":"1999","unstructured":"Malczewski J. 1999 GIS and multicriteria decision analysis. Hoboken, NJ: John Wiley & Sons."},{"key":"e_1_3_7_18_2","unstructured":"Nedjah N de Macedo Mourelle L. 2005 Evolutionary multi-objective optimisation: a review. In Real-world multi-objective system engineering (eds N Nedjah L de Macedo Mourelle) pp. 3\u201327. New York NY: Nova Science."},{"key":"e_1_3_7_19_2","doi-asserted-by":"publisher","DOI":"10.1111\/1467-9671.00035"},{"key":"e_1_3_7_20_2","doi-asserted-by":"crossref","unstructured":"Mateo J. 2012 Weighted sum method and weighted product method. In Multi criteria analysis in the renewable energy industry pp. 19\u201322. Berlin Germany: Springer Science & Business Media.","DOI":"10.1007\/978-1-4471-2346-0_4"},{"key":"e_1_3_7_21_2","first-page":"978","article-title":"Spatial multicriteria decision making","volume":"10","author":"Chakhar S","year":"2008","unstructured":"Chakhar S, Mousseau V. 2008 Spatial multicriteria decision making. Encycl. GIS 10, 978. (doi:10.1007\/978-3-319-17885-1_839)","journal-title":"Encycl. GIS"},{"key":"e_1_3_7_22_2","doi-asserted-by":"publisher","DOI":"10.1080\/00401706.1987.10488231"},{"key":"e_1_3_7_23_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.scitotenv.2022.159735"},{"key":"e_1_3_7_24_2","doi-asserted-by":"publisher","DOI":"10.1002\/ece3.2463"},{"key":"e_1_3_7_25_2","doi-asserted-by":"publisher","DOI":"10.1038\/nature25181"},{"key":"e_1_3_7_26_2","doi-asserted-by":"publisher","DOI":"10.1007\/s10393-019-01395-6"},{"key":"e_1_3_7_27_2","doi-asserted-by":"publisher","DOI":"10.5751\/ES-02670-130251"},{"key":"e_1_3_7_28_2","volume-title":"Genetic algorithms in search, optimization and machine learning","author":"Goldberg DE","year":"1989","unstructured":"Goldberg DE. 1989 Genetic algorithms in search, optimization and machine learning. Reading, MA: Addison-Wesley."},{"key":"e_1_3_7_29_2","doi-asserted-by":"publisher","DOI":"10.1002\/env.477"},{"key":"e_1_3_7_30_2","unstructured":"World Health Organization. 2020 World malaria report 2020. See https:\/\/www.who.int\/publications\/i\/item\/9789240015791."},{"key":"e_1_3_7_31_2","doi-asserted-by":"publisher","DOI":"10.1186\/s12936-018-2334-1"},{"key":"e_1_3_7_32_2","doi-asserted-by":"publisher","DOI":"10.1186\/s13071-016-1527-0"},{"key":"e_1_3_7_33_2","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pntd.0006924"},{"key":"e_1_3_7_34_2","first-page":"e0006924","article-title":"Plasmodium knowlesi malaria in Sabah, Malaysia, 2015\u20132017: ongoing increase in incidence despite near-elimination of the human-only Plasmodium species","volume":"12","author":"Cooper D","year":"2020","unstructured":"Cooper D et al. 2020 Plasmodium knowlesi malaria in Sabah, Malaysia, 2015\u20132017: ongoing increase in incidence despite near-elimination of the human-only Plasmodium species. Clin. Infect. Dis. 12, e0006924. (doi:10.1371\/journal.pntd.0006924)","journal-title":"Clin. Infect. Dis."},{"key":"e_1_3_7_35_2","doi-asserted-by":"publisher","DOI":"10.1016\/S2542-5196(19)30045-2"},{"key":"e_1_3_7_36_2","doi-asserted-by":"publisher","DOI":"10.1016\/S2542-5196(17)30031-1"},{"key":"e_1_3_7_37_2","doi-asserted-by":"publisher","DOI":"10.1186\/s12936-021-03963-0"},{"key":"e_1_3_7_38_2","first-page":"322","article-title":"Developing a predictive model for Plasmodium knowlesi\u2013susceptible areas in Malaysia using geospatial data and artificial neural networks","volume":"34","author":"Hod R","year":"2021","unstructured":"Hod R, Mokhtar S, Muharam F, Shamsudin U, Hisham Hashim J. 2021 Developing a predictive model for Plasmodium knowlesi\u2013susceptible areas in Malaysia using geospatial data and artificial neural networks. Asia Pac. J. Public Health 34, 322. (doi:10.1177\/10105395211048620)","journal-title":"Asia Pac. J. Public Health"},{"key":"e_1_3_7_39_2","unstructured":"Chang W Cheng J Allaire J Xie Y McPherson J. 2015 Package \u2018shiny\u2019. See http:\/\/citeseerx.ist.psu.edu\/viewdoc\/download."},{"key":"e_1_3_7_40_2","unstructured":"Harrison L. 2023 lu-harr\/pk_multicriteria_framework: release to be submitted with paper. Zenodo. (doi:10.5281\/zenodo.10247166)"},{"key":"e_1_3_7_41_2","unstructured":"Harrison LE Flegg JA Tobin R Lubis IND Noviyanti R Grigg MJ Shearer FM Price DJ. 2024 A multi-criteria framework for disease surveillance site selection: case study for Plasmodium knowlesi malaria in Indonesia. Figshare. (doi:10.6084\/m9.figshare.c.6996704)"}],"container-title":["Royal Society Open Science"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/royalsocietypublishing.org\/doi\/pdf\/10.1098\/rsos.230641","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/royalsocietypublishing.org\/doi\/full-xml\/10.1098\/rsos.230641","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/royalsocietypublishing.org\/doi\/pdf\/10.1098\/rsos.230641","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,9]],"date-time":"2024-01-09T19:09:04Z","timestamp":1704827344000},"score":1,"resource":{"primary":{"URL":"https:\/\/royalsocietypublishing.org\/doi\/10.1098\/rsos.230641"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,1]]},"references-count":40,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2024,1]]}},"alternative-id":["10.1098\/rsos.230641"],"URL":"https:\/\/doi.org\/10.1098\/rsos.230641","relation":{"has-review":[{"id-type":"doi","id":"10.1098\/RSOS.230641\/v3\/decision1","asserted-by":"object"},{"id-type":"doi","id":"10.1098\/RSOS.230641\/v3\/response1","asserted-by":"object"},{"id-type":"doi","id":"10.1098\/RSOS.230641\/v2\/decision1","asserted-by":"object"},{"id-type":"doi","id":"10.1098\/RSOS.230641\/v1\/review1","asserted-by":"object"},{"id-type":"doi","id":"10.1098\/RSOS.230641\/v1\/review2","asserted-by":"object"},{"id-type":"doi","id":"10.1098\/RSOS.230641\/v2\/review1","asserted-by":"object"},{"id-type":"doi","id":"10.1098\/RSOS.230641\/v2\/review2","asserted-by":"object"},{"id-type":"doi","id":"10.1098\/RSOS.230641\/v2\/response1","asserted-by":"object"},{"id-type":"doi","id":"10.1098\/RSOS.230641\/v1\/decision1","asserted-by":"object"}]},"ISSN":["2054-5703"],"issn-type":[{"value":"2054-5703","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,1]]},"assertion":[{"value":"2023-05-22","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2023-12-11","order":1,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2024-01-10","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}],"article-number":"230641"}}