{"id":"https://openalex.org/W4389916638","doi":"https://doi.org/10.3390/su152416949","title":"Choice Modeling of Laundry Detergent Data for Sustainable Consumption","display_name":"Choice Modeling of Laundry Detergent Data for Sustainable Consumption","publication_year":2023,"publication_date":"2023-12-18","ids":{"openalex":"https://openalex.org/W4389916638","doi":"https://doi.org/10.3390/su152416949"},"language":"en","primary_location":{"id":"doi:10.3390/su152416949","doi":"https://doi.org/10.3390/su152416949","is_oa":true,"landing_page_url":"https://doi.org/10.3390/su152416949","pdf_url":"https://www.mdpi.com/2071-1050/15/24/16949/pdf?version=1702969082","source":{"id":"https://openalex.org/S10134376","display_name":"Sustainability","issn_l":"2071-1050","issn":["2071-1050"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sustainability","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2071-1050/15/24/16949/pdf?version=1702969082","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079090396","display_name":"Marina V. Kholod","orcid":"https://orcid.org/0000-0002-4738-3534","observed_orcids":["https://orcid.org/0000-0002-4738-3534"]},"institutions":[{"id":"https://openalex.org/I103031861","display_name":"Plekhanov Russian University of Economics","ror":"https://ror.org/04pbtsc74","country_code":"RU","type":"education","lineage":["https://openalex.org/I103031861"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Marina Kholod","raw_affiliation_strings":["AI, Neurotechnology and Business Analytics Laboratory, Plekhanov Russian University of Economics, Stremyanny Lane, 36, Moscow 117997, Russia"],"raw_orcid":"https://orcid.org/0000-0002-4738-3534","affiliations":[{"raw_affiliation_string":"AI, Neurotechnology and Business Analytics Laboratory, Plekhanov Russian University of Economics, Stremyanny Lane, 36, Moscow 117997, Russia","institution_ids":["https://openalex.org/I103031861"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092935944","display_name":"Nikita Mokrenko","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I103031861","display_name":"Plekhanov Russian University of Economics","ror":"https://ror.org/04pbtsc74","country_code":"RU","type":"education","lineage":["https://openalex.org/I103031861"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Nikita Mokrenko","raw_affiliation_strings":["AI, Neurotechnology and Business Analytics Laboratory, Plekhanov Russian University of Economics, Stremyanny Lane, 36, Moscow 117997, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AI, Neurotechnology and Business Analytics Laboratory, Plekhanov Russian University of Economics, Stremyanny Lane, 36, Moscow 117997, Russia","institution_ids":["https://openalex.org/I103031861"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011773686","display_name":"Alberto Celani","orcid":"https://orcid.org/0000-0002-5980-958X","observed_orcids":["https://orcid.org/0000-0002-5980-958X"]},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Alberto Celani","raw_affiliation_strings":["ABC Department Politecnico di Milano, Polytechnic University of Milan, Leonardo da Vinci Square, 32, 20133 Milan, Italy"],"raw_orcid":"https://orcid.org/0000-0002-5980-958X","affiliations":[{"raw_affiliation_string":"ABC Department Politecnico di Milano, Polytechnic University of Milan, Leonardo da Vinci Square, 32, 20133 Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066604251","display_name":"Valentina Puglisi","orcid":"https://orcid.org/0000-0003-0244-3502","observed_orcids":["https://orcid.org/0000-0003-0244-3502"]},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Valentina Puglisi","raw_affiliation_strings":["ABC Department Politecnico di Milano, Polytechnic University of Milan, Leonardo da Vinci Square, 32, 20133 Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ABC Department Politecnico di Milano, Polytechnic University of Milan, Leonardo da Vinci Square, 32, 20133 Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5011773686"],"corresponding_institution_ids":["https://openalex.org/I93860229"],"apc_list":{"value":2200,"currency":"CHF","value_usd":2447},"apc_paid":{"value":2200,"currency":"CHF","value_usd":2447},"fwci":0.8835,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.78969491,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"15","issue":"24","first_page":"16949","last_page":"16949"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10841","display_name":"Economic and Environmental Valuation","score":0.8276000022888184,"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"}},"topics":[{"id":"https://openalex.org/T10841","display_name":"Economic and Environmental Valuation","score":0.8276000022888184,"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/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.10689999908208847,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"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/T10880","display_name":"Environmental Sustainability in Business","score":0.043699998408555984,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"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/laundry-detergents","display_name":"laundry detergents","score":0.8339999914169312},{"id":"https://openalex.org/keywords/consumer-choice-modeling","display_name":"consumer choice modeling","score":0.8960000276565552},{"id":"https://openalex.org/keywords/sustainable-consumption","display_name":"sustainable consumption","score":0.7839999794960022},{"id":"https://openalex.org/keywords/brand-valuation","display_name":"brand valuation","score":0.6480000019073486},{"id":"https://openalex.org/keywords/product-environmental-performance","display_name":"environmental performance of products","score":0.7059999704360962},{"id":"https://openalex.org/keywords/household-purchase-data","display_name":"household purchase data","score":0.6169999837875366}],"concepts":[{"id":"https://openalex.org/C2778585658","wikidata":"https://www.wikidata.org/wiki/Q852100","display_name":"Laundry","level":2,"score":0.9762407541275024},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.5480967164039612},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.5274023413658142},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.46046990156173706},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.4594725966453552},{"id":"https://openalex.org/C2986080485","wikidata":"https://www.wikidata.org/wiki/Q1331926","display_name":"Decision maker","level":2,"score":0.4526628255844116},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42996761202812195},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.4171972870826721},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.3770741820335388},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.37312155961990356},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.30065393447875977},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24923092126846313},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.17129486799240112},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1192476749420166},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/su152416949","doi":"https://doi.org/10.3390/su152416949","is_oa":true,"landing_page_url":"https://doi.org/10.3390/su152416949","pdf_url":"https://www.mdpi.com/2071-1050/15/24/16949/pdf?version=1702969082","source":{"id":"https://openalex.org/S10134376","display_name":"Sustainability","issn_l":"2071-1050","issn":["2071-1050"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sustainability","raw_type":"journal-article"},{"id":"pmh:oai:re.public.polimi.it:11311/1257492","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/11311/1257492","pdf_url":"https://re.public.polimi.it/bitstream/11311/1257492/1/sustainability-15-16949-v2%20%281%29.pdf","source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:RePEc:gam:jsusta:v:15:y:2023:i:24:p:16949-:d:1302552","doi":null,"is_oa":false,"landing_page_url":"https://www.mdpi.com/2071-1050/15/24/16949/","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,"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"}],"best_oa_location":{"id":"doi:10.3390/su152416949","doi":"https://doi.org/10.3390/su152416949","is_oa":true,"landing_page_url":"https://doi.org/10.3390/su152416949","pdf_url":"https://www.mdpi.com/2071-1050/15/24/16949/pdf?version=1702969082","source":{"id":"https://openalex.org/S10134376","display_name":"Sustainability","issn_l":"2071-1050","issn":["2071-1050"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sustainability","raw_type":"journal-article"},"sustainable_development_goals":[{"score":1.0,"id":"https://metadata.un.org/sdg/12","display_name":"Responsible consumption and production"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G8700816119","display_name":null,"funder_award_id":"FSSW-2023-0004","funder_id":"https://openalex.org/F4320327494","funder_display_name":"Ministry of Science and Higher Education of the Russian Federation"}],"funders":[{"id":"https://openalex.org/F4320327494","display_name":"Ministry of Science and Higher Education of the Russian Federation","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4389916638.pdf","grobid_xml":"https://content.openalex.org/works/W4389916638.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W1540595009","https://openalex.org/W1605208631","https://openalex.org/W1973080371","https://openalex.org/W1991218014","https://openalex.org/W1993144662","https://openalex.org/W1998352800","https://openalex.org/W2019516955","https://openalex.org/W2020120716","https://openalex.org/W2045219575","https://openalex.org/W2052152795","https://openalex.org/W2111771113","https://openalex.org/W2124737582","https://openalex.org/W2236376572","https://openalex.org/W2326561799","https://openalex.org/W2467075473","https://openalex.org/W2769684403","https://openalex.org/W2788092759","https://openalex.org/W2896451784","https://openalex.org/W2911045842","https://openalex.org/W3025648685","https://openalex.org/W3124481258","https://openalex.org/W4225960022","https://openalex.org/W4360976171","https://openalex.org/W4377084801","https://openalex.org/W4386370028","https://openalex.org/W4387073092"],"related_works":["https://openalex.org/W4390437678","https://openalex.org/W6963471975","https://openalex.org/W4409290281","https://openalex.org/W4392590963","https://openalex.org/W2563923018","https://openalex.org/W2083440364","https://openalex.org/W7097608431","https://openalex.org/W2245442909","https://openalex.org/W4309830324","https://openalex.org/W7037346750"],"abstract_inverted_index":{"Consumer":[0],"choice":[1,30,45,69,158],"modeling":[2,159],"takes":[3],"center":[4],"stage":[5],"as":[6,173],"we":[7,101,197],"delve":[8],"into":[9],"understanding":[10],"how":[11],"personal":[12],"preferences":[13],"of":[14,25,37,46,52,81,93,96,123,169,183,190,204,222,233,251,263,283],"decision":[15,39,48,57,61],"makers":[16],"(customers)":[17],"for":[18,43,164,210,236,255],"products":[19],"influence":[20],"demand":[21],"at":[22],"the":[23,26,35,38,44,47,50,53,60,85,90,94,103,120,134,147,166,174,177,201,231,234,237,249,252,260,264,268],"level":[24],"individual.":[27],"The":[28,68,126],"contemporary":[29],"theory":[31],"is":[32,74],"built":[33],"upon":[34],"characteristics":[36],"maker,":[40,49],"alternatives":[41,55],"available":[42,54],"attributes":[51,203,235],"and":[56,136,153,212,275],"rules":[58],"that":[59],"maker":[62],"uses":[63,176],"to":[64,99,118,132,145,215],"make":[65,216],"a":[66,109,162,187,208],"choice.":[67],"set":[70],"in":[71,84,116,267],"our":[72],"research":[73],"represented":[75],"by":[76,108,281],"six":[77,124],"major":[78],"brands":[79,148,172],"(products)":[80],"laundry":[82,170,184,205,223,238,265,284],"detergents":[83,224],"Japanese":[86],"market.":[87],"We":[88],"use":[89],"panel":[91],"data":[92],"purchases":[95],"98":[97],"households":[98],"which":[100],"apply":[102],"hierarchical":[104],"probit":[105],"model,":[106],"facilitated":[107],"Markov":[110],"Chain":[111],"Monte":[112],"Carlo":[113],"simulation":[114],"(MCMC)":[115],"order":[117],"evaluate":[119,133],"brand":[121,138,194],"values":[122],"brands.":[125],"applied":[127],"model":[128,175],"also":[129,160],"allows":[130],"us":[131,144],"tangible":[135,152,195],"intangible":[137,154],"values.":[139],"These":[140],"evaluated":[141],"metrics":[142],"help":[143],"assess":[146],"based":[149,225],"on":[150,179,200,226],"their":[151,227,244],"characteristics.":[155],"Moreover,":[156],"consumer":[157],"provides":[161],"framework":[163],"assessing":[165],"environmental":[167],"performance":[168],"detergent":[171,239,253],"information":[178],"components":[180],"(physical":[181],"attributes)":[182],"detergents.":[185,285],"Through":[186],"comprehensive":[188],"evaluation":[189],"product":[191],"performance,":[192],"including":[193],"estimation,":[196],"shed":[198],"light":[199],"sustainability":[202],"detergents,":[206],"offering":[207],"roadmap":[209],"consumers":[211],"manufacturers":[213,241,282],"alike":[214],"more":[217,273],"informed,":[218],"environmentally":[219],"responsible":[220],"choices":[221],"physical":[228,245],"attributes.":[229],"Knowing":[230],"estimates":[232],"products,":[240],"can":[242,278],"modify":[243],"attributes,":[246],"e.g.,":[247],"decrease":[248],"amount":[250],"needed":[254],"one":[256],"wash":[257],"while":[258],"increasing":[259],"total":[261],"weight":[262],"powder":[266],"package.":[269],"In":[270],"this":[271],"way,":[272],"ecology-":[274],"consumer-friendly":[276],"decisions":[277],"be":[279],"made":[280]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2023-12-19T00:00:00"}