{"id":"https://openalex.org/W2793758778","doi":"https://doi.org/10.1142/s0219622018500098","title":"Integrating Spatial Analytics in Global Sourcing Decisions","display_name":"Integrating Spatial Analytics in Global Sourcing Decisions","publication_year":2018,"publication_date":"2018-03-14","ids":{"openalex":"https://openalex.org/W2793758778","doi":"https://doi.org/10.1142/s0219622018500098","mag":"2793758778"},"language":"en","primary_location":{"id":"doi:10.1142/s0219622018500098","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219622018500098","pdf_url":null,"source":{"id":"https://openalex.org/S207089700","display_name":"International Journal of Information Technology & Decision Making","issn_l":"0219-6220","issn":["0219-6220","1793-6845"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information Technology & Decision Making","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003387956","display_name":"David M. Goldberg","orcid":"https://orcid.org/0000-0003-2617-5143"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David M. Goldberg","raw_affiliation_strings":["Department of Business Information Technology, Pamplin College of Business, Virginia Tech, Blacksburg, VA 24061, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Business Information Technology, Pamplin College of Business, Virginia Tech, Blacksburg, VA 24061, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008442907","display_name":"Jason K. Deane","orcid":null},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jason K. Deane","raw_affiliation_strings":["Department of Business Information Technology, Pamplin College of Business, Virginia Tech, Blacksburg, VA 24061, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Business Information Technology, Pamplin College of Business, Virginia Tech, Blacksburg, VA 24061, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081880773","display_name":"Cliff T. Ragsdale","orcid":"https://orcid.org/0000-0002-9101-1607"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cliff T. Ragsdale","raw_affiliation_strings":["Department of Business Information Technology, Pamplin College of Business, Virginia Tech, Blacksburg, VA 24061, USA"],"raw_orcid":"https://orcid.org/0000-0002-9101-1607","affiliations":[{"raw_affiliation_string":"Department of Business Information Technology, Pamplin College of Business, Virginia Tech, Blacksburg, VA 24061, USA","institution_ids":["https://openalex.org/I859038795"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I859038795"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.03670722,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"17","issue":"03","first_page":"709","last_page":"739"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10539","display_name":"Sustainable Supply Chain Management","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10164","display_name":"Quality and Supply Management","score":0.9898999929428101,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.6538283228874207},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.6038387417793274},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.5603973865509033},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5547046065330505},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.5307288765907288},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.49363410472869873},{"id":"https://openalex.org/keywords/risk-management","display_name":"Risk management","score":0.48670724034309387},{"id":"https://openalex.org/keywords/supply-chain-risk-management","display_name":"Supply chain risk management","score":0.44349098205566406},{"id":"https://openalex.org/keywords/competitive-advantage","display_name":"Competitive advantage","score":0.43392735719680786},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4139566719532013},{"id":"https://openalex.org/keywords/industrial-organization","display_name":"Industrial organization","score":0.3654825687408447},{"id":"https://openalex.org/keywords/supply-chain-management","display_name":"Supply chain management","score":0.32152512669563293},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.21444886922836304},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.21423527598381042},{"id":"https://openalex.org/keywords/service-management","display_name":"Service management","score":0.1442537009716034},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.11676153540611267}],"concepts":[{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.6538283228874207},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.6038387417793274},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.5603973865509033},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5547046065330505},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.5307288765907288},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.49363410472869873},{"id":"https://openalex.org/C32896092","wikidata":"https://www.wikidata.org/wiki/Q189447","display_name":"Risk management","level":2,"score":0.48670724034309387},{"id":"https://openalex.org/C192639820","wikidata":"https://www.wikidata.org/wiki/Q1114469","display_name":"Supply chain risk management","level":5,"score":0.44349098205566406},{"id":"https://openalex.org/C58546491","wikidata":"https://www.wikidata.org/wiki/Q1150207","display_name":"Competitive advantage","level":2,"score":0.43392735719680786},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4139566719532013},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.3654825687408447},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.32152512669563293},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.21444886922836304},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.21423527598381042},{"id":"https://openalex.org/C48840187","wikidata":"https://www.wikidata.org/wiki/Q689042","display_name":"Service management","level":4,"score":0.1442537009716034},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.11676153540611267},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1142/s0219622018500098","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219622018500098","pdf_url":null,"source":{"id":"https://openalex.org/S207089700","display_name":"International Journal of Information Technology & Decision Making","issn_l":"0219-6220","issn":["0219-6220","1793-6845"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information Technology & Decision Making","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:wsi:ijitdm:v:17:y:2018:i:03:n:s0219622018500098","is_oa":false,"landing_page_url":"http://www.worldscientific.com/doi/abs/10.1142/S0219622018500098","pdf_url":null,"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,"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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W188111720","https://openalex.org/W188500255","https://openalex.org/W300869227","https://openalex.org/W1513447932","https://openalex.org/W1969287756","https://openalex.org/W1970110862","https://openalex.org/W1970458773","https://openalex.org/W1972014399","https://openalex.org/W1982114885","https://openalex.org/W1983040845","https://openalex.org/W1988649288","https://openalex.org/W1988696756","https://openalex.org/W2003443855","https://openalex.org/W2011666210","https://openalex.org/W2017259383","https://openalex.org/W2018112619","https://openalex.org/W2020400760","https://openalex.org/W2022376719","https://openalex.org/W2024159717","https://openalex.org/W2029907981","https://openalex.org/W2031299513","https://openalex.org/W2031384163","https://openalex.org/W2033865533","https://openalex.org/W2035143634","https://openalex.org/W2036324385","https://openalex.org/W2037120400","https://openalex.org/W2037883290","https://openalex.org/W2039176897","https://openalex.org/W2043433862","https://openalex.org/W2056885833","https://openalex.org/W2065973726","https://openalex.org/W2069663346","https://openalex.org/W2072791720","https://openalex.org/W2078548177","https://openalex.org/W2079544428","https://openalex.org/W2082490233","https://openalex.org/W2083389034","https://openalex.org/W2084672768","https://openalex.org/W2097336488","https://openalex.org/W2097359812","https://openalex.org/W2099059994","https://openalex.org/W2099464740","https://openalex.org/W2108011724","https://openalex.org/W2110205957","https://openalex.org/W2111373704","https://openalex.org/W2115628567","https://openalex.org/W2123130943","https://openalex.org/W2138941896","https://openalex.org/W2141708152","https://openalex.org/W2335306109","https://openalex.org/W2344081703","https://openalex.org/W2490733366","https://openalex.org/W2518272248","https://openalex.org/W3123653197","https://openalex.org/W3126131959","https://openalex.org/W4235492452","https://openalex.org/W4327813418","https://openalex.org/W4385400191"],"related_works":["https://openalex.org/W3204171469","https://openalex.org/W2317260601","https://openalex.org/W3042926185","https://openalex.org/W2012112652","https://openalex.org/W2320686183","https://openalex.org/W2126938831","https://openalex.org/W2312136218","https://openalex.org/W2479594822","https://openalex.org/W2042479274","https://openalex.org/W39684530"],"abstract_inverted_index":{"The":[0],"ability":[1,42],"or":[2,52,64],"inability":[3],"to":[4,33,43,55,87,96,129],"develop":[5,92],"an":[6,19,34,113],"effective,":[7],"reliable":[8],"supplier":[9],"network":[10],"can":[11,38],"often":[12],"play":[13],"a":[14,28,70,77,93,131],"major":[15],"role":[16],"in":[17,24,112,126],"determining":[18],"organization\u2019s":[20,35],"competitive":[21],"position.":[22],"Especially":[23],"today\u2019s":[25],"era":[26],"of":[27,141],"complex":[29],"global":[30],"economy,":[31],"disruptions":[32],"supply":[36,79,104,132],"chain":[37],"drastically":[39],"undermine":[40],"its":[41],"compete.":[44],"We":[45,75,91,106],"analyze":[46],"the":[47,56,108,117,136],"interaction":[48,109],"between":[49,59,110],"density":[50],"risk,":[51,63],"risk":[53,65,81,103],"related":[54],"proximal":[57],"relationships":[58],"suppliers,":[60],"and":[61,100,115,138],"environmental":[62],"arising":[66],"from":[67],"conditions":[68],"affecting":[69],"supplier\u2019s":[71],"local":[72],"business":[73],"environment.":[74],"provide":[76],"powerful":[78],"base":[80,133],"mitigation":[82],"strategy":[83],"incorporating":[84],"spatial":[85],"analytics":[86],"enhance":[88],"our":[89],"analyses.":[90],"multi-objective":[94],"program":[95],"manage":[97],"these":[98],"factors":[99],"recommend":[101],"minimal":[102],"bases.":[105],"detail":[107],"objectives":[111],"example":[114],"discuss":[116],"ramifications":[118],"for":[119],"managers.":[120],"This":[121],"work":[122],"will":[123],"assist":[124],"managers":[125],"their":[127,142],"efforts":[128],"build":[130],"that":[134],"meets":[135],"cost":[137],"efficiency":[139],"demands":[140],"organization.":[143]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}