{"id":"https://openalex.org/W2802020269","doi":null,"title":"How the environmental complexity affects forecasting in retail? Actual research trends","display_name":"How the environmental complexity affects forecasting in retail? Actual research trends","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2802020269","mag":"2802020269"},"language":"en","primary_location":{"id":"pmh:oai:iris.unicas.it:11580/68112","doi":null,"is_oa":false,"landing_page_url":"https://hdl.handle.net/11580/68112","pdf_url":null,"source":{"id":"https://openalex.org/S7407055277","display_name":"Archivio Istituzionale della Ricerca - Universit\u00e0 degli Studi di Cassino","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"info:eu-repo/semantics/article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5055142983","display_name":"Andrea Moretta Tartaglione","orcid":"https://orcid.org/0000-0002-1555-6146","observed_orcids":["https://orcid.org/0000-0002-1555-6146"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Andrea Moretta Tartaglione","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031236056","display_name":"Roberto Bruni","orcid":"https://orcid.org/0000-0002-3035-5510","observed_orcids":["https://orcid.org/0000-0002-3035-5510"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Roberto Bruni","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076614299","display_name":"Maja Bozic","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Maja Bozic","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5037660908","display_name":"Ylenia Cavacece","orcid":"https://orcid.org/0000-0001-5594-5106","observed_orcids":["https://orcid.org/0000-0001-5594-5106"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ylenia Cavacece","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3811,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.62954796,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":95},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.000699999975040555,"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"}},{"id":"https://openalex.org/T12659","display_name":"Innovation Diffusion and Forecasting","score":0.00039999998989515007,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/retail-demand-forecasting","display_name":"retail demand forecasting","score":0.8019999861717224},{"id":"https://openalex.org/keywords/environmental-complexity","display_name":"environmental complexity","score":0.9419999718666077},{"id":"https://openalex.org/keywords/market-complexity","display_name":"market complexity","score":0.8230000138282776},{"id":"https://openalex.org/keywords/forecasting-models","display_name":"forecasting models","score":0.5619999766349792},{"id":"https://openalex.org/keywords/complexity-science","display_name":"complexity science","score":0.8410000205039978},{"id":"https://openalex.org/keywords/research-trends","display_name":"research trends","score":0.7639999985694885},{"id":"https://openalex.org/keywords/decision-making","display_name":"decision-making","score":0.5860000252723694}],"concepts":[{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.4075859785079956},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39826542139053345},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.39203697443008423},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.36295509338378906},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.3187437653541565}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:iris.unicas.it:11580/68112","doi":null,"is_oa":false,"landing_page_url":"https://hdl.handle.net/11580/68112","pdf_url":null,"source":{"id":"https://openalex.org/S7407055277","display_name":"Archivio Istituzionale della Ricerca - Universit\u00e0 degli Studi di Cassino","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7218065640","https://openalex.org/W4403966509","https://openalex.org/W7217694671","https://openalex.org/W3125185139","https://openalex.org/W138400260","https://openalex.org/W1982656654","https://openalex.org/W1516208810","https://openalex.org/W6922420670","https://openalex.org/W2594142630","https://openalex.org/W7096488765"],"abstract_inverted_index":{"Purpose:":[0],"The":[1,56,100,137],"aim":[2,85],"of":[3,11,30,44,95,112,143,154,159],"this":[4],"work":[5,23,138],"is":[6,24,115],"to":[7,86,106,129,133],"highlight":[8],"the":[9,18,31,42,52,59,84,89,103,118,144,148,152,155],"impact":[10],"complex":[12,34],"environments":[13,35],"on":[14,26,33,51],"forecasting":[15,37,65,78,96,113,160],"activities":[16],"in":[17,38,63,66],"retail":[19],"sector.":[20],"Design/Methodology/Approach:":[21],"This":[22],"based":[25],"a":[27,45],"bibliometric":[28],"analysis":[29,49],"publications":[32],"and":[36,93,117,157],"retail,":[39],"examined":[40],"through":[41],"adoption":[43],"web-based":[46],"social":[47],"network":[48],"(SNA)":[50],"citation":[53],"data.":[54],"Findings:":[55],"paper":[57],"shows":[58],"last":[60],"research":[61,145],"trends":[62,146],"multi-factors":[64],"retailing,":[67],"from":[68],"which":[69],"it":[70],"emerges":[71],"that":[72,109],"when":[73],"market":[74],"complexity":[75,92,119,153],"increases,":[76],"new":[77,127],"tools":[79],"should":[80,121],"be":[81,122],"developed":[82],"with":[83],"make":[87],"linear":[88],"relationship":[90],"between":[91,151],"optimization":[94,158],"models.":[97],"Research":[98],"implications:":[99],"study":[101],"highlights":[102],"inherent":[104],"limits":[105],"forecasting,":[107],"showing":[108],"an":[110,140],"evolution":[111],"methods":[114],"necessary":[116],"science":[120],"seen":[123],"as":[124],"opening":[125],"up":[126],"paths":[128],"reveal":[130],"important":[131],"insights":[132],"assist":[134],"decision-making.":[135],"Originality:":[136],"provides":[139],"original":[141],"interpretation":[142],"presenting":[147],"inverse":[149],"relation":[150],"environment":[156],"plans.":[161]},"counts_by_year":[{"year":2019,"cited_by_count":2}],"updated_date":"2026-10-05T09:50:58.205359","created_date":"2026-10-03T00:00:00"}