{"id":"https://openalex.org/W4225591722","doi":"https://doi.org/10.1177/20539517221087855","title":"Co-designing algorithms for governance: Ensuring responsible and accountable algorithmic management of refugee camp supplies","display_name":"Co-designing algorithms for governance: Ensuring responsible and accountable algorithmic management of refugee camp supplies","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4225591722","doi":"https://doi.org/10.1177/20539517221087855"},"language":"en","primary_location":{"id":"doi:10.1177/20539517221087855","is_oa":true,"landing_page_url":"https://doi.org/10.1177/20539517221087855","pdf_url":null,"source":{"id":"https://openalex.org/S2736409588","display_name":"Big Data & Society","issn_l":"2053-9517","issn":["2053-9517"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data & Society","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1177/20539517221087855","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078748102","display_name":"Rianne Dekker","orcid":"https://orcid.org/0000-0001-6460-4223"},"institutions":[{"id":"https://openalex.org/I193662353","display_name":"Utrecht University","ror":"https://ror.org/04pp8hn57","country_code":"NL","type":"education","lineage":["https://openalex.org/I193662353"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Rianne Dekker","raw_affiliation_strings":["Utrecht University School of Governance, Utrecht, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Utrecht University School of Governance, Utrecht, The Netherlands","institution_ids":["https://openalex.org/I193662353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029360378","display_name":"Paul Koot","orcid":"https://orcid.org/0000-0002-5016-7891"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Paul Koot","raw_affiliation_strings":["Notilyze B.V, Rotterdam, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Notilyze B.V, Rotterdam, The Netherlands","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087647617","display_name":"\u015e. \u0130lker Birbil","orcid":"https://orcid.org/0000-0001-7472-7032"},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"S. Ilker Birbil","raw_affiliation_strings":["Faculty of Economics and Business, University of Amsterdam, Amsterdam, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Faculty of Economics and Business, University of Amsterdam, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051968709","display_name":"Mark van Embden Andres","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mark van Embden Andres","raw_affiliation_strings":["Elva Foundation, The Hague, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Elva Foundation, The Hague, The Netherlands","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5078748102"],"corresponding_institution_ids":["https://openalex.org/I193662353"],"apc_list":{"value":800,"currency":"USD","value_usd":800},"apc_paid":{"value":800,"currency":"USD","value_usd":800},"fwci":4.5664,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.94868369,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"9","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.989300012588501,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/scrutiny","display_name":"Scrutiny","score":0.6445620656013489},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6217461228370667},{"id":"https://openalex.org/keywords/refugee","display_name":"Refugee","score":0.6124667525291443},{"id":"https://openalex.org/keywords/accountability","display_name":"Accountability","score":0.5894879102706909},{"id":"https://openalex.org/keywords/discretion","display_name":"Discretion","score":0.529394805431366},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.523898720741272},{"id":"https://openalex.org/keywords/corporate-governance","display_name":"Corporate governance","score":0.5230375528335571},{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.5076929330825806},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.429399698972702},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.26560989022254944},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.22052520513534546},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.21648916602134705},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.1961897313594818},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.17110079526901245}],"concepts":[{"id":"https://openalex.org/C2776050585","wikidata":"https://www.wikidata.org/wiki/Q7439360","display_name":"Scrutiny","level":2,"score":0.6445620656013489},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6217461228370667},{"id":"https://openalex.org/C173145845","wikidata":"https://www.wikidata.org/wiki/Q131572","display_name":"Refugee","level":2,"score":0.6124667525291443},{"id":"https://openalex.org/C2776007630","wikidata":"https://www.wikidata.org/wiki/Q2798912","display_name":"Accountability","level":2,"score":0.5894879102706909},{"id":"https://openalex.org/C2777632292","wikidata":"https://www.wikidata.org/wiki/Q315515","display_name":"Discretion","level":2,"score":0.529394805431366},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.523898720741272},{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.5230375528335571},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.5076929330825806},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.429399698972702},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.26560989022254944},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.22052520513534546},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.21648916602134705},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.1961897313594818},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.17110079526901245},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1177/20539517221087855","is_oa":true,"landing_page_url":"https://doi.org/10.1177/20539517221087855","pdf_url":null,"source":{"id":"https://openalex.org/S2736409588","display_name":"Big Data & Society","issn_l":"2053-9517","issn":["2053-9517"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data & Society","raw_type":"journal-article"},{"id":"pmh:oai:dare.uva.nl:openaire_cris_publications/de2f31cd-8fd8-4f43-bc9d-79e21561abbe","is_oa":true,"landing_page_url":"https://handle.uba.uva.nl/personal/pure/en/publications/codesigning-algorithms-for-governance-ensuring-responsible-and-accountable-algorithmic-management-of-refugee-camp-supplies(de2f31cd-8fd8-4f43-bc9d-79e21561abbe).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400088","display_name":"UvA-DARE (University of Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887064364","host_organization_name":"University of Amsterdam","host_organization_lineage":["https://openalex.org/I887064364"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Dekker, R, Koot, P, Birbil, S I & van Embden Andres, M 2022, 'Co-designing Algorithms for Governance: Ensuring Responsible and Accountable Algorithmic Management of Refugee Camp Supplies', Big Data & Society, vol. 9, no. 1. https://doi.org/10.1177/20539517221087855","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:doaj.org/article:0f9f0ff7e627417095f00add72328738","is_oa":true,"landing_page_url":"https://doaj.org/article/0f9f0ff7e627417095f00add72328738","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Big Data & Society, Vol 9 (2022)","raw_type":"article"},{"id":"pmh:oai:dspace.library.uu.nl:1874/418539","is_oa":true,"landing_page_url":"https://dspace.library.uu.nl/handle/1874/418539","pdf_url":null,"source":{"id":"https://openalex.org/S4306401649","display_name":"Utrecht University Repository (Utrecht University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193662353","host_organization_name":"Utrecht University","host_organization_lineage":["https://openalex.org/I193662353"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:uu:oai:dspace.library.uu.nl:1874/419871","is_oa":true,"landing_page_url":"https://dspace.library.uu.nl/handle/1874/419871","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Big Data & Society, 9(1), 1. SAGE","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:uvapub:oai:dare.uva.nl:openaire_cris_publications/de2f31cd-8fd8-4f43-bc9d-79e21561abbe","is_oa":true,"landing_page_url":"https://dare.uva.nl/personal/pure/en/publications/codesigning-algorithms-for-governance-ensuring-responsible-and-accountable-algorithmic-management-of-refugee-camp-supplies(de2f31cd-8fd8-4f43-bc9d-79e21561abbe).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Big Data & Society, 9(1), 1 - 15. SAGE Publications Ltd","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1177/20539517221087855","is_oa":true,"landing_page_url":"https://doi.org/10.1177/20539517221087855","pdf_url":null,"source":{"id":"https://openalex.org/S2736409588","display_name":"Big Data & Society","issn_l":"2053-9517","issn":["2053-9517"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data & Society","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.6899999976158142}],"awards":[{"id":"https://openalex.org/G2334503951","display_name":null,"funder_award_id":"R-HGC-POC-2007-34904","funder_id":"https://openalex.org/F4320322921","funder_display_name":"Grand Challenges Canada"}],"funders":[{"id":"https://openalex.org/F4320322921","display_name":"Grand Challenges Canada","ror":"https://ror.org/02snbhr24"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1500693574","https://openalex.org/W1507165380","https://openalex.org/W1515490832","https://openalex.org/W1524560932","https://openalex.org/W1570706771","https://openalex.org/W1966931213","https://openalex.org/W1997999936","https://openalex.org/W2003250878","https://openalex.org/W2008947716","https://openalex.org/W2027924549","https://openalex.org/W2046189982","https://openalex.org/W2072831790","https://openalex.org/W2092119086","https://openalex.org/W2100023331","https://openalex.org/W2120124394","https://openalex.org/W2157502365","https://openalex.org/W2166898890","https://openalex.org/W2281090488","https://openalex.org/W2396457900","https://openalex.org/W2402656841","https://openalex.org/W2465463612","https://openalex.org/W2483221342","https://openalex.org/W2495476114","https://openalex.org/W2513202618","https://openalex.org/W2516388568","https://openalex.org/W2557671501","https://openalex.org/W2567026239","https://openalex.org/W2589493852","https://openalex.org/W2601971117","https://openalex.org/W2728351562","https://openalex.org/W2738411409","https://openalex.org/W2750144484","https://openalex.org/W2753975405","https://openalex.org/W2769305860","https://openalex.org/W2792019009","https://openalex.org/W2793236512","https://openalex.org/W2884942445","https://openalex.org/W2890857607","https://openalex.org/W2896226963","https://openalex.org/W2897702578","https://openalex.org/W2898911770","https://openalex.org/W2903893016","https://openalex.org/W2913346170","https://openalex.org/W2963873885","https://openalex.org/W2970932394","https://openalex.org/W2973114666","https://openalex.org/W2981869278","https://openalex.org/W2981921529","https://openalex.org/W2997384841","https://openalex.org/W3005767652","https://openalex.org/W3010676252","https://openalex.org/W3012900549","https://openalex.org/W3022840527","https://openalex.org/W3032585390","https://openalex.org/W3040772153","https://openalex.org/W3049338919","https://openalex.org/W3093679084","https://openalex.org/W3100121331","https://openalex.org/W3108398656","https://openalex.org/W3122548859","https://openalex.org/W3137125108","https://openalex.org/W3157172840","https://openalex.org/W4234556776","https://openalex.org/W4288995270","https://openalex.org/W4365388075"],"related_works":["https://openalex.org/W1987888524","https://openalex.org/W2415594679","https://openalex.org/W4400813213","https://openalex.org/W3190981800","https://openalex.org/W2111385166","https://openalex.org/W2034193224","https://openalex.org/W2119108885","https://openalex.org/W2140451253","https://openalex.org/W3199802296","https://openalex.org/W3092193093"],"abstract_inverted_index":{"There":[0],"is":[1,82,92,216],"increasing":[2],"criticism":[3],"on":[4],"the":[5,59,96,104,112,119,135,142,151,157,163,166,183,187,200,210,213],"use":[6,199],"of":[7,61,73,103,106,114,121,132,134,141,148,162,168,176,182,212,226],"big":[8,169],"data":[9,170],"and":[10,23,31,37,48,80,88,138,144,146,172,190,205],"algorithms":[11,18,62,74,90],"in":[12,57,95,129,165,173,209],"public":[13,27],"governance.":[14],"Studies":[15],"revealed":[16],"that":[17,71,91],"may":[19],"reinforce":[20],"existing":[21],"biases":[22],"defy":[24],"scrutiny":[25],"by":[26,185],"officials":[28],"using":[29],"them":[30],"citizens":[32],"subject":[33],"to":[34,85,110,117,154,156,180,192,198,223],"algorithmic":[35,46,108],"decisions":[36],"services.":[38],"In":[39],"response,":[40],"scholars":[41],"have":[42],"called":[43],"for":[44,202],"more":[45],"transparency":[47],"regulation.":[49],"These":[50],"are":[51],"useful,":[52],"but":[53],"ex":[54],"post":[55],"solutions":[56],"which":[58],"development":[60,105,133],"remains":[63],"a":[64,100],"rather":[65],"autonomous":[66],"process.":[67],"This":[68,124],"paper":[69],"argues":[70],"co-design":[72],"with":[75],"relevant":[76],"stakeholders":[77],"from":[78,150],"government":[79],"society":[81],"another":[83],"means":[84],"achieve":[86],"responsible":[87],"accountable":[89],"largely":[93],"overlooked":[94],"literature.":[97],"We":[98],"present":[99],"case":[101,125],"study":[102,126],"an":[107],"tool":[109,201],"estimate":[111],"populations":[113],"refugee":[115,227],"camps":[116],"manage":[118],"delivery":[120],"emergency":[122],"supplies.":[123],"demonstrates":[127],"how":[128],"different":[130],"stages":[131],"tool\u2014data":[136],"selection":[137,167],"pre-processing,":[139],"training":[140],"algorithm":[143,164,184],"post-processing":[145],"adoption\u2014inclusion":[147],"knowledge":[149],"field":[152],"led":[153,222],"changes":[155],"algorithm.":[158],"Co-design":[159],"supported":[160],"responsibility":[161],"sources":[171],"preventing":[174],"reinforcement":[175],"biases.":[177],"It":[178,215],"contributed":[179],"accountability":[181],"making":[186],"estimations":[188],"transparent":[189],"explicable":[191],"its":[193],"users.":[194],"They":[195],"were":[196],"able":[197],"fitting":[203],"purposes":[204],"used":[206],"their":[207],"discretion":[208],"interpretation":[211],"results.":[214],"yet":[217],"unclear":[218],"whether":[219],"this":[220],"eventually":[221],"better":[224],"servicing":[225],"camps.":[228]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}