{"id":"https://openalex.org/W2107283046","doi":"https://doi.org/10.68479/001c.9424","title":"Migration Decision-making: A Hierarchical Regression Approach","display_name":"Migration Decision-making: A Hierarchical Regression Approach","publication_year":2005,"publication_date":"2005-07-01","ids":{"openalex":"https://openalex.org/W2107283046","doi":"https://doi.org/10.68479/001c.9424","mag":"2107283046"},"language":"en","primary_location":{"id":"doi:10.68479/001c.9424","doi":"https://doi.org/10.68479/001c.9424","is_oa":true,"landing_page_url":"https://doi.org/10.68479/001c.9424","pdf_url":"https://jrap.scholasticahq.com/article/9424.pdf","source":{"id":"https://openalex.org/S2764372048","display_name":"Journal of Regional Analysis & Policy","issn_l":"1090-4999","issn":["1090-4999","2376-5003"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","jufo-1","norway-1","poland-70","russia-white-list-3"],"host_organization":"https://openalex.org/P4310315950","host_organization_name":"University of Nebraska\u2013Lincoln","host_organization_lineage":["https://openalex.org/P4310315950"],"host_organization_lineage_names":["University of Nebraska\u2013Lincoln"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Regional Analysis &amp; Policy","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://jrap.scholasticahq.com/article/9424.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038416085","display_name":"Guangqing Chi","orcid":"https://orcid.org/0000-0003-0888-7964","observed_orcids":["https://orcid.org/0000-0003-0888-7964"]},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Guangqing Chi","raw_affiliation_strings":["University of Wisconsin \u2013 Madison - USA","Agricultural Economics, Sociology and Education"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Wisconsin \u2013 Madison - USA","institution_ids":["https://openalex.org/I135310074"]},{"raw_affiliation_string":"Agricultural Economics, Sociology and Education","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087700576","display_name":"Paul R. Voss","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Paul Voss","raw_affiliation_strings":["University of Wisconsin \u2013 Madison - USA","University of Wisconsin, Madison"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Wisconsin \u2013 Madison - USA","institution_ids":["https://openalex.org/I135310074"]},{"raw_affiliation_string":"University of Wisconsin, Madison","institution_ids":["https://openalex.org/I135310074"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I135310074"],"apc_list":null,"apc_paid":null,"fwci":4.6864,"has_fulltext":true,"cited_by_count":66,"citation_normalized_percentile":{"value":0.94599516,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"35","issue":"2","first_page":"11","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10349","display_name":"Migration and Labor Dynamics","score":0.5375999808311462,"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":0.5375999808311462,"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/T11911","display_name":"Spatial and Panel Data Analysis","score":0.07370000332593918,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12783","display_name":"Migration, Aging, and Tourism Studies","score":0.0494999997317791,"subfield":{"id":"https://openalex.org/subfields/3317","display_name":"Demography"},"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/migration-decision-making","display_name":"migration decisions","score":0.9819999933242798},{"id":"https://openalex.org/keywords/hierarchical-regression","display_name":"hierarchical regression","score":0.746999979019165},{"id":"https://openalex.org/keywords/mover-stayer-model","display_name":"mover-stayer model","score":0.9229999780654907},{"id":"https://openalex.org/keywords/migration-propensity","display_name":"migration propensity","score":0.8629999756813049},{"id":"https://openalex.org/keywords/socio-economic-determinants-of-migration","display_name":"socio-economic determinants of migration","score":0.7889999747276306},{"id":"https://openalex.org/keywords/wisconsin","display_name":"Wisconsin","score":0.703000009059906}],"concepts":[{"id":"https://openalex.org/C2778355071","wikidata":"https://www.wikidata.org/wiki/Q1933849","display_name":"Microdata (statistics)","level":4,"score":0.8422826528549194},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5298469066619873},{"id":"https://openalex.org/C2776390805","wikidata":"https://www.wikidata.org/wiki/Q7258035","display_name":"Public use","level":2,"score":0.5144181847572327},{"id":"https://openalex.org/C31170391","wikidata":"https://www.wikidata.org/wiki/Q188619","display_name":"Hierarchy","level":2,"score":0.5097896456718445},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.4909694492816925},{"id":"https://openalex.org/C53059260","wikidata":"https://www.wikidata.org/wiki/Q374758","display_name":"Multilevel model","level":2,"score":0.48489266633987427},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.44940468668937683},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.4321361780166626},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.42201095819473267},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.42097219824790955},{"id":"https://openalex.org/C52130261","wikidata":"https://www.wikidata.org/wiki/Q39825","display_name":"Census","level":3,"score":0.3858104944229126},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.33287331461906433},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2918302118778229},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.2691713571548462},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.1523686945438385},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14045464992523193},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.12848666310310364},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.10992884635925293},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":7,"locations":[{"id":"doi:10.68479/001c.9424","doi":"https://doi.org/10.68479/001c.9424","is_oa":true,"landing_page_url":"https://doi.org/10.68479/001c.9424","pdf_url":"https://jrap.scholasticahq.com/article/9424.pdf","source":{"id":"https://openalex.org/S2764372048","display_name":"Journal of Regional Analysis & Policy","issn_l":"1090-4999","issn":["1090-4999","2376-5003"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","jufo-1","norway-1","poland-70","russia-white-list-3"],"host_organization":"https://openalex.org/P4310315950","host_organization_name":"University of Nebraska\u2013Lincoln","host_organization_lineage":["https://openalex.org/P4310315950"],"host_organization_lineage_names":["University of Nebraska\u2013Lincoln"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Regional Analysis &amp; Policy","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:ags:jrapmc:132306","doi":null,"is_oa":false,"landing_page_url":"https://ageconsearch.umn.edu/record/132306/files/05-2-2.pdf","pdf_url":"https://ageconsearch.umn.edu/record/132306/files/05-2-2.pdf","source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:ageconsearch.umn.edu:132306","doi":null,"is_oa":true,"landing_page_url":"http://ageconsearch.umn.edu/record/132306","pdf_url":"https://ageconsearch.umn.edu/record/132306/files/05-2-2.pdf","source":{"id":"https://openalex.org/S4306401616","display_name":"AgEcon Search (University of Minnesota, USA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210120349","host_organization_name":"University of Minnesota Rochester","host_organization_lineage":["https://openalex.org/I4210120349"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://ageconsearch.umn.edu/record/132306","raw_type":"Text"},{"id":"mag:2107283046","doi":null,"is_oa":false,"landing_page_url":"https://ageconsearch.umn.edu/bitstream/132306/2/05-2-2.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"\u0098The \u009cjournal of regional analysis & policy","raw_type":null},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.611.1699","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.611.1699","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.jrap-journal.org/pastvolumes/2000/v35/F35-2-2.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.700.6443","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.700.6443","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.landdevelopability.org/ChiWebPublications/Chi%20and%20Voss%202005_JRAP_Migration%20Decision%20Making.pdf","raw_type":"text"},{"id":"doi:10.22004/ag.econ.132306","doi":"https://doi.org/10.22004/ag.econ.132306","is_oa":true,"landing_page_url":"https://doi.org/10.22004/ag.econ.132306","pdf_url":null,"source":{"id":"https://openalex.org/S4306401616","display_name":"AgEcon Search (University of Minnesota, USA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210120349","host_organization_name":"University of Minnesota Rochester","host_organization_lineage":["https://openalex.org/I4210120349"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.68479/001c.9424","doi":"https://doi.org/10.68479/001c.9424","is_oa":true,"landing_page_url":"https://doi.org/10.68479/001c.9424","pdf_url":"https://jrap.scholasticahq.com/article/9424.pdf","source":{"id":"https://openalex.org/S2764372048","display_name":"Journal of Regional Analysis & Policy","issn_l":"1090-4999","issn":["1090-4999","2376-5003"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","jufo-1","norway-1","poland-70","russia-white-list-3"],"host_organization":"https://openalex.org/P4310315950","host_organization_name":"University of Nebraska\u2013Lincoln","host_organization_lineage":["https://openalex.org/P4310315950"],"host_organization_lineage_names":["University of Nebraska\u2013Lincoln"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Regional Analysis &amp; Policy","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4074000120162964,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2107283046.pdf","grobid_xml":"https://content.openalex.org/works/W2107283046.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W16327327","https://openalex.org/W107002476","https://openalex.org/W616076708","https://openalex.org/W1499074112","https://openalex.org/W1513066021","https://openalex.org/W1967183999","https://openalex.org/W1973000822","https://openalex.org/W1976099204","https://openalex.org/W1979142856","https://openalex.org/W1984587988","https://openalex.org/W1989540460","https://openalex.org/W2001810571","https://openalex.org/W2006502714","https://openalex.org/W2017785487","https://openalex.org/W2020070750","https://openalex.org/W2022573620","https://openalex.org/W2026259567","https://openalex.org/W2042857952","https://openalex.org/W2044367421","https://openalex.org/W2045061183","https://openalex.org/W2051095011","https://openalex.org/W2068191429","https://openalex.org/W2081857976","https://openalex.org/W2092908468","https://openalex.org/W2093026510","https://openalex.org/W2094391879","https://openalex.org/W2096844058","https://openalex.org/W2102726353","https://openalex.org/W2118798378","https://openalex.org/W2125298480","https://openalex.org/W2127228096","https://openalex.org/W2151082539","https://openalex.org/W2188082369","https://openalex.org/W2319582767","https://openalex.org/W2327332664","https://openalex.org/W2332363036","https://openalex.org/W2497171922","https://openalex.org/W2608055568","https://openalex.org/W3023465268","https://openalex.org/W3026809756","https://openalex.org/W3122084578","https://openalex.org/W3122632237","https://openalex.org/W4242651206"],"related_works":["https://openalex.org/W3090412679","https://openalex.org/W2312945613","https://openalex.org/W4405034021","https://openalex.org/W2618121472","https://openalex.org/W2046384764","https://openalex.org/W68734001","https://openalex.org/W7220198","https://openalex.org/W2318276706","https://openalex.org/W4400454828","https://openalex.org/W4383907516"],"abstract_inverted_index":{"While":[0],"migration":[1,90,112],"decision-making":[2],"has":[3],"long":[4],"been":[5],"studied":[6],"using":[7],"mover-stayer":[8],"models":[9],"and":[10,20,41,70,96],"standard":[11],"regression":[12,27,105],"models,":[13],"they":[14],"do":[15],"not":[16],"well":[17],"handle":[18],"small-":[19],"large-scale":[21],"heterogeneities":[22],"(migration":[23],"propensities).":[24],"The":[25,99],"hierarchical":[26,85,104],"model":[28,87],"can":[29,88],"help":[30],"solve":[31],"this":[32],"problem,":[33],"because":[34],"it":[35],"deals":[36],"with":[37],"data":[38],"organized":[39],"hierarchically":[40],"studies":[42,91],"variation":[43],"at":[44,82],"different":[45],"levels":[46],"of":[47],"the":[48,103],"hierarchy":[49,66],"simultaneously.":[50],"Using":[51],"Wisconsin\u2019s":[52],"5%":[53],"Public":[54,71],"Use":[55,72],"Microdata":[56,73],"Sample":[57],"(PUMS)":[58],"file":[59],"from":[60],"Census":[61],"2000":[62],"for":[63],"a":[64,79,84],"two-level":[65],"\u2013":[67],"individual/household":[68],"level":[69],"Area":[74],"(PUMA)":[75],"level,":[76],"we":[77],"take":[78],"fresh":[80],"look":[81],"how":[83],"logit":[86],"improve":[89],"by":[92],"including":[93],"demographic,":[94],"socio-economic,":[95],"biogeophysical":[97],"factors.":[98],"findings":[100],"indicate":[101],"that":[102],"approach":[106],"provides":[107],"significant":[108],"advantages":[109],"in":[110],"studying":[111],"decisionmaking.":[113]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":5}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}
