{"id":"https://openalex.org/W3061484059","doi":"https://doi.org/10.1007/s42001-020-00076-7","title":"Agent-based modeling for migration and modern slavery research: a systematic review","display_name":"Agent-based modeling for migration and modern slavery research: a systematic review","publication_year":2020,"publication_date":"2020-08-18","ids":{"openalex":"https://openalex.org/W3061484059","doi":"https://doi.org/10.1007/s42001-020-00076-7","mag":"3061484059"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1007/s42001-020-00076-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s42001-020-00076-7.pdf","source":{"id":"https://openalex.org/S4210196583","display_name":"Journal of Computational Social Science","issn_l":"2432-2725","issn":["2432-2725","2432-2717"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"type":"review","type_crossref":"journal-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s42001-020-00076-7.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024719198","display_name":"Alys McAlpine","orcid":"https://orcid.org/0000-0002-9880-6154"},"institutions":[{"id":"https://openalex.org/I4210120717","display_name":"Faculty of Public Health","ror":"https://ror.org/01zqv1s26","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210120717"]},{"id":"https://openalex.org/I4210089966","display_name":"London School of Hygiene & Tropical Medicine","ror":"https://ror.org/00a0jsq62","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I4210089966"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Alys McAlpine","raw_affiliation_strings":["Gender Violence and Health Centre, Faculty of Public Health and Policy, London School of Hygiene and Tropical Medicine, London, UK"],"affiliations":[{"raw_affiliation_string":"Gender Violence and Health Centre, Faculty of Public Health and Policy, London School of Hygiene and Tropical Medicine, London, UK","institution_ids":["https://openalex.org/I4210120717","https://openalex.org/I4210089966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055865899","display_name":"L\u00edgia Kiss","orcid":"https://orcid.org/0000-0002-3334-7110"},"institutions":[{"id":"https://openalex.org/I4210120717","display_name":"Faculty of Public Health","ror":"https://ror.org/01zqv1s26","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210120717"]},{"id":"https://openalex.org/I4210089966","display_name":"London School of Hygiene & Tropical Medicine","ror":"https://ror.org/00a0jsq62","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I4210089966"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ligia Kiss","raw_affiliation_strings":["Gender Violence and Health Centre, Faculty of Public Health and Policy, London School of Hygiene and Tropical Medicine, London, UK"],"affiliations":[{"raw_affiliation_string":"Gender Violence and Health Centre, Faculty of Public Health and Policy, London School of Hygiene and Tropical Medicine, London, UK","institution_ids":["https://openalex.org/I4210120717","https://openalex.org/I4210089966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082450218","display_name":"Cathy Zimmerman","orcid":"https://orcid.org/0000-0002-7815-4320"},"institutions":[{"id":"https://openalex.org/I4210120717","display_name":"Faculty of Public Health","ror":"https://ror.org/01zqv1s26","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210120717"]},{"id":"https://openalex.org/I4210089966","display_name":"London School of Hygiene & Tropical Medicine","ror":"https://ror.org/00a0jsq62","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I4210089966"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Cathy Zimmerman","raw_affiliation_strings":["Gender Violence and Health Centre, Faculty of Public Health and Policy, London School of Hygiene and Tropical Medicine, London, UK"],"affiliations":[{"raw_affiliation_string":"Gender Violence and Health Centre, Faculty of Public Health and Policy, London School of Hygiene and Tropical Medicine, London, UK","institution_ids":["https://openalex.org/I4210120717","https://openalex.org/I4210089966"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051475516","display_name":"Zaid Chalabi","orcid":"https://orcid.org/0000-0002-5407-3980"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zaid Chalabi","raw_affiliation_strings":["The Bartlett School of Environment, Energy and Resources, University College London, London, UK"],"affiliations":[{"raw_affiliation_string":"The Bartlett School of Environment, Energy and Resources, University College London, London, UK","institution_ids":["https://openalex.org/I45129253"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5024719198"],"corresponding_institution_ids":["https://openalex.org/I4210120717","https://openalex.org/I4210089966"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890,"provenance":"doaj"},"apc_paid":{"value":2290,"currency":"EUR","value_usd":2890,"provenance":"doaj"},"fwci":0.757,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":22,"citation_normalized_percentile":{"value":0.787171,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":92,"max":93},"biblio":{"volume":"4","issue":"1","first_page":"243","last_page":"332"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10349","display_name":"Migration and Labor Dynamics","score":0.9925,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10349","display_name":"Migration and Labor Dynamics","score":0.9925,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12656","display_name":"Climate Change, Adaptation, Migration","score":0.9902,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11645","display_name":"Urban, Neighborhood, and Segregation Studies","score":0.9835,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/data-extraction","display_name":"Data extraction","score":0.48192075},{"id":"https://openalex.org/keywords/agent-based-model","display_name":"Agent-Based Model","score":0.4617003}],"concepts":[{"id":"https://openalex.org/C547195049","wikidata":"https://www.wikidata.org/wiki/Q1725664","display_name":"Terminology","level":2,"score":0.85953104},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.49932837},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49318904},{"id":"https://openalex.org/C2777466982","wikidata":"https://www.wikidata.org/wiki/Q5227287","display_name":"Data extraction","level":3,"score":0.48192075},{"id":"https://openalex.org/C109359841","wikidata":"https://www.wikidata.org/wiki/Q728944","display_name":"Inclusion (mineral)","level":2,"score":0.47232503},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.4718062},{"id":"https://openalex.org/C2780873155","wikidata":"https://www.wikidata.org/wiki/Q392811","display_name":"Agent-based model","level":2,"score":0.4617003},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.44833028},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.33053726},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.27800483},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26025358},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.23099193},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19175327},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.15672639},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.12146282},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.089809954},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.1007/s42001-020-00076-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s42001-020-00076-7.pdf","source":{"id":"https://openalex.org/S4210196583","display_name":"Journal of Computational Social Science","issn_l":"2432-2725","issn":["2432-2725","2432-2717"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1007/s42001-020-00076-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s42001-020-00076-7.pdf","source":{"id":"https://openalex.org/S4210196583","display_name":"Journal of Computational Social Science","issn_l":"2432-2725","issn":["2432-2725","2432-2717"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.78}],"grants":[{"funder":"https://openalex.org/F4320334630","funder_display_name":"Economic and Social Research Council","award_id":"No number- PhD Studentship"}],"datasets":[],"versions":[],"referenced_works_count":79,"referenced_works":["https://openalex.org/W119066881","https://openalex.org/W1909757995","https://openalex.org/W1971505203","https://openalex.org/W1975469151","https://openalex.org/W1977440942","https://openalex.org/W1982269689","https://openalex.org/W1991343442","https://openalex.org/W1994237492","https://openalex.org/W2013288507","https://openalex.org/W2015689504","https://openalex.org/W2018956606","https://openalex.org/W2023347724","https://openalex.org/W2035338111","https://openalex.org/W2039742252","https://openalex.org/W2044084419","https://openalex.org/W2044108685","https://openalex.org/W2062992407","https://openalex.org/W2085607178","https://openalex.org/W2089074115","https://openalex.org/W2089582625","https://openalex.org/W2090684283","https://openalex.org/W2093498466","https://openalex.org/W2096666961","https://openalex.org/W2098387795","https://openalex.org/W2122094048","https://openalex.org/W2132924289","https://openalex.org/W2137034884","https://openalex.org/W2140862057","https://openalex.org/W2145262647","https://openalex.org/W2145408484","https://openalex.org/W2150704630","https://openalex.org/W2154531764","https://openalex.org/W2156098321","https://openalex.org/W2164409271","https://openalex.org/W2168103842","https://openalex.org/W2170588867","https://openalex.org/W2212237881","https://openalex.org/W2259083686","https://openalex.org/W2283942731","https://openalex.org/W2495375210","https://openalex.org/W2497942153","https://openalex.org/W2586025571","https://openalex.org/W2599913900","https://openalex.org/W2602374673","https://openalex.org/W2626864589","https://openalex.org/W264722012","https://openalex.org/W2732663774","https://openalex.org/W2746362846","https://openalex.org/W2752424975","https://openalex.org/W2762517476","https://openalex.org/W2768775399","https://openalex.org/W2770489151","https://openalex.org/W2782837275","https://openalex.org/W2783105652","https://openalex.org/W2788766048","https://openalex.org/W2802136925","https://openalex.org/W2808541053","https://openalex.org/W2809521175","https://openalex.org/W2885367279","https://openalex.org/W2889011686","https://openalex.org/W2889267688","https://openalex.org/W2899516347","https://openalex.org/W2901809335","https://openalex.org/W2904429495","https://openalex.org/W2907490314","https://openalex.org/W2911506456","https://openalex.org/W2935127170","https://openalex.org/W2964192133","https://openalex.org/W2990683333","https://openalex.org/W2991792334","https://openalex.org/W3019049481","https://openalex.org/W3023075511","https://openalex.org/W3123273839","https://openalex.org/W3124521395","https://openalex.org/W4285719527","https://openalex.org/W4294215472","https://openalex.org/W567313566","https://openalex.org/W643596440","https://openalex.org/W761179351"],"related_works":["https://openalex.org/W4387124215","https://openalex.org/W4286214506","https://openalex.org/W4200065965","https://openalex.org/W3124148945","https://openalex.org/W2390350206","https://openalex.org/W2350593162","https://openalex.org/W2167191881","https://openalex.org/W2129543081","https://openalex.org/W2085472103","https://openalex.org/W1969477129"],"abstract_inverted_index":{"Abstract":[0],"This":[1],"systematic":[2],"review":[3],"aims":[4],"to":[5,24,138,167,215,229],"synthesize":[6],"how":[7],"agent-based":[8],"modeling":[9],"(ABM)":[10],"has":[11,163],"been":[12],"used":[13,123],"in":[14,179,202,222],"migration":[15,46,66,182,225],"and":[16,20,79,86,102,114,136,140,171,183,205,219,226],"modern":[17,48,68,184,227],"slavery":[18,49,69,228],"research":[19,180,223],"provide":[21],"the":[22,32,98,153,203],"basis":[23],"model":[25,76,80,131,208],"development":[26,77,111,126],"for":[27,94,169],"social":[28],"science":[29],"researchers":[30],"exploring":[31],"use":[33],"of":[34,97,152,192,207],"ABM.":[35],"We":[36,90],"searched":[37],"five":[38,121],"bibliographic":[39],"databases":[40],"using":[41],"two":[42],"terminology":[43],"categories:":[44],"(1)":[45],"or":[47,67,161],"terminology;":[50],"(2)":[51],"complex":[52,220],"system":[53],"methods":[54,116,178],"terminology.":[55],"Two":[56],"reviewers":[57],"conducted":[58],"independent":[59],"article":[60],"screening.":[61],"Peer-reviewed":[62],"articles":[63,93],"presenting":[64],"original":[65],"ABMs":[70,99,154,199],"were":[71,105,117],"included.":[72],"Data":[73],"extraction":[74],"included":[75],"steps":[78],"characteristics.":[81],"The":[82,128],"dataset":[83],"was":[84,145],"synthesized":[85],"compared":[87],"across":[88],"studies.":[89],"identified":[91],"28":[92],"inclusion.":[95],"Many":[96],"tested":[100],"theories":[101],"about":[103],"half":[104],"based":[106],"on":[107,181,224],"empirical":[108],"data.":[109],"Model":[110],"varied":[112],"considerably":[113],"reported":[115],"extremely":[118],"opaque.":[119],"Only":[120],"studies":[122,193],"a":[124,146,164,190,212,239],"structured":[125],"framework.":[127],"most":[129],"common":[130,147],"involved":[132],"agents":[133],"deciding":[134],"whether":[135],"where":[137],"migrate":[139],"attempting":[141],"migration.":[142],"Climate":[143],"change":[144],"exogenous":[148],"scenario":[149],"modeled.":[150],"Most":[151],"did":[155],"not":[156],"undergo":[157],"any":[158],"sensitivity":[159],"analysis":[160],"validation.ABM":[162],"greater":[165],"capacity":[166],"account":[168],"heterogeneous":[170],"dynamic":[172],"decision-making":[173],"than":[174],"more":[175],"frequently":[176],"applied":[177],"slavery.":[185],"However,":[186],"there":[187],"is":[188,211,238],"still":[189],"paucity":[191],"adopting":[194],"ABM":[195,210],"methods.":[196],"These":[197],"reviewed":[198],"highlight":[200],"gaps":[201,237],"reporting":[204],"implementing":[206],"development.":[209],"promising":[213],"technique":[214],"address":[216],"many":[217],"urgent":[218],"questions":[221],"better":[230],"support":[231],"decision-makers,":[232],"but":[233],"addressing":[234],"current":[235],"methodological":[236],"critical":[240],"first":[241],"step.":[242]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3061484059","counts_by_year":[{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3}],"updated_date":"2025-01-19T14:08:36.226137","created_date":"2020-08-24"}