{"id":"https://openalex.org/W4411945989","doi":"https://doi.org/10.1145/3736252.3742579","title":"Does a Human-Algorithm Feedback Loop Lead to Error Propagation? Evidence from Zillow's Zestimate","display_name":"Does a Human-Algorithm Feedback Loop Lead to Error Propagation? Evidence from Zillow's Zestimate","publication_year":2025,"publication_date":"2025-07-02","ids":{"openalex":"https://openalex.org/W4411945989","doi":"https://doi.org/10.1145/3736252.3742579"},"language":"en","primary_location":{"id":"doi:10.1145/3736252.3742579","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3736252.3742579","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3736252.3742579","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th ACM Conference on Economics and Computation","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3736252.3742579","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042980028","display_name":"Runshan Fu","orcid":"https://orcid.org/0000-0002-9455-624X"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Runshan Fu","raw_affiliation_strings":["New York University, New York, USA"],"raw_orcid":"https://orcid.org/0000-0002-9455-624X","affiliations":[{"raw_affiliation_string":"New York University, New York, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039620205","display_name":"Ginger Zhe Jin","orcid":"https://orcid.org/0000-0001-7912-3780"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ginger Zhe Jin","raw_affiliation_strings":["University of Maryland &amp; NBER, College Park, Maryland, USA"],"raw_orcid":"https://orcid.org/0000-0001-7912-3780","affiliations":[{"raw_affiliation_string":"University of Maryland &amp; NBER, College Park, Maryland, USA","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077639884","display_name":"Meng Liu","orcid":"https://orcid.org/0000-0002-5512-7952"},"institutions":[{"id":"https://openalex.org/I204465549","display_name":"Washington University in St. Louis","ror":"https://ror.org/01yc7t268","country_code":"US","type":"education","lineage":["https://openalex.org/I204465549"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Meng Liu","raw_affiliation_strings":["Washington University in St. Louis, St. Louis, Missouri, USA"],"raw_orcid":"https://orcid.org/0000-0002-5512-7952","affiliations":[{"raw_affiliation_string":"Washington University in St. Louis, St. Louis, Missouri, USA","institution_ids":["https://openalex.org/I204465549"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5042980028"],"corresponding_institution_ids":["https://openalex.org/I57206974"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1500445,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"508","last_page":"508"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11345","display_name":"Cognitive and developmental aspects of mathematical skills","score":0.4449000060558319,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11345","display_name":"Cognitive and developmental aspects of mathematical skills","score":0.4449000060558319,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/loop","display_name":"Loop (graph theory)","score":0.6862887144088745},{"id":"https://openalex.org/keywords/feedback-loop","display_name":"Feedback loop","score":0.6388409733772278},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5778841376304626},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5247756838798523},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.39457520842552185},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1833171844482422},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1444385051727295},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.07899776101112366},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.05751505494117737}],"concepts":[{"id":"https://openalex.org/C184670325","wikidata":"https://www.wikidata.org/wiki/Q512604","display_name":"Loop (graph theory)","level":2,"score":0.6862887144088745},{"id":"https://openalex.org/C186886427","wikidata":"https://www.wikidata.org/wiki/Q5441213","display_name":"Feedback loop","level":2,"score":0.6388409733772278},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5778841376304626},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5247756838798523},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.39457520842552185},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1833171844482422},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1444385051727295},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.07899776101112366},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.05751505494117737},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3736252.3742579","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3736252.3742579","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3736252.3742579","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th ACM Conference on Economics and Computation","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3736252.3742579","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3736252.3742579","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3736252.3742579","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th ACM Conference on Economics and Computation","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411945989.pdf","grobid_xml":"https://content.openalex.org/works/W4411945989.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2375499102","https://openalex.org/W2381125525","https://openalex.org/W3084132679","https://openalex.org/W4301401229","https://openalex.org/W2320925693","https://openalex.org/W2024563306","https://openalex.org/W4311118063"],"abstract_inverted_index":{"We":[0,135],"study":[1],"how":[2],"home":[3],"sellers":[4],"and":[5,46,53,61,81,95,110],"buyers":[6],"interact":[7],"with":[8,19],"Zillow's":[9],"Zestimate":[10,54],"algorithm":[11,32],"throughout":[12],"the":[13,23,59,85,104,123,128,140,145,162,173],"sales":[14],"cycle":[15],"of":[16,25,84,149],"residential":[17],"properties,":[18],"an":[20,167],"emphasis":[21],"on":[22],"implications":[24],"such":[26,176],"interactions.":[27],"In":[28],"particular,":[29],"leveraging":[30],"Zestimate's":[31],"updates":[33],"as":[34,131],"exogenous":[35],"shocks,":[36],"we":[37,126],"find":[38,136],"evidence":[39,138],"for":[40,58],"a":[41,65,73,132,155,177],"human-algorithm":[42,163],"feedback":[43,86,164,178],"loop:":[44],"listing":[45],"selling":[47,105],"outcomes":[48],"respond":[49],"significantly":[50],"to":[51],"Zestimate,":[52],"is":[55,67],"quickly":[56],"updated":[57],"focal":[60],"comparable":[62],"homes":[63],"after":[64],"property":[66],"listed":[68],"or":[69],"sold.":[70],"This":[71],"raises":[72],"concern":[74,174],"that":[75,91,139,175],"housing":[76],"market":[77],"disturbances":[78,92,142],"may":[79],"propagate":[80],"persist":[82],"because":[83,99],"loop.":[87],"However,":[88],"simulations":[89],"suggest":[90],"are":[93,113],"short-lived":[94],"diminish":[96],"eventually,":[97],"mainly":[98],"all":[100],"marginal":[101],"effects":[102],"in":[103,122,154,166],"process":[106],"-":[107,112],"though":[108],"sizable":[109],"significant":[111],"less":[114],"than":[115],"one.":[116],"To":[117],"further":[118],"validate":[119],"this":[120],"insight":[121],"real":[124],"data,":[125],"leverage":[127],"COVID-19":[129],"pandemic":[130],"natural":[133],"experiment.":[134],"consistent":[137],"initial":[141],"created":[143],"by":[144],"March":[146],"2020":[147],"declaration":[148],"national":[150],"emergency":[151],"faded":[152],"away":[153],"few":[156],"months.":[157],"Overall,":[158],"our":[159],"results":[160],"identify":[161],"loop":[165,179],"important":[168],"real-world":[169],"setting":[170],"but":[171],"dismiss":[172],"generates":[180],"persistent":[181],"error":[182],"propagation.":[183]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
