{"id":"https://openalex.org/W7097848418","doi":null,"title":"Retail Inventory Productivity: Analysis and Benchmarking","display_name":"Retail Inventory Productivity: Analysis and Benchmarking","publication_year":2002,"publication_date":"2002-01-01","ids":{"openalex":"https://openalex.org/W7097848418"},"language":"en","primary_location":{"id":"pmh:oai:CiteSeerX.psu:10.1.1.195.7828","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.195.7828","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.stern.nyu.edu/~rcaldent/seminar02/Gaur.pdf","raw_type":"text"},"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":null,"display_name":"Vishal Gaur","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vishal Gaur","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070743285","display_name":"Marshall L. Fisher","orcid":"https://orcid.org/0000-0002-5800-240X","observed_orcids":["https://orcid.org/0000-0002-5800-240X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marshall Fisher","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":null,"display_name":"Ananth Raman","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ananth Raman","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":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.86894429,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T12544","display_name":"Working Capital and Financial Performance","score":0.760699987411499,"subfield":{"id":"https://openalex.org/subfields/1402","display_name":"Accounting"},"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/T12544","display_name":"Working Capital and Financial Performance","score":0.760699987411499,"subfield":{"id":"https://openalex.org/subfields/1402","display_name":"Accounting"},"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/T10328","display_name":"Supply Chain and Inventory Management","score":0.2337999939918518,"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/T12123","display_name":"Financial Analysis and Corporate Governance","score":0.0020000000949949026,"subfield":{"id":"https://openalex.org/subfields/1402","display_name":"Accounting"},"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/inventory-turnover","display_name":"inventory turnover","score":1.0},{"id":"https://openalex.org/keywords/capital-intensity","display_name":"capital intensity","score":0.9959999918937683},{"id":"https://openalex.org/keywords/retail-trade","display_name":"retail trade","score":0.5099999904632568},{"id":"https://openalex.org/keywords/inventory-management","display_name":"inventory management","score":0.6610000133514404},{"id":"https://openalex.org/keywords/benchmarking","display_name":"benchmarking","score":0.7319999933242798}],"concepts":[{"id":"https://openalex.org/C199226685","wikidata":"https://www.wikidata.org/wiki/Q1800351","display_name":"Inventory turnover","level":3,"score":0.843500018119812},{"id":"https://openalex.org/C2775938767","wikidata":"https://www.wikidata.org/wiki/Q6059923","display_name":"Inventory investment","level":2,"score":0.7164000272750854},{"id":"https://openalex.org/C194191399","wikidata":"https://www.wikidata.org/wiki/Q7169552","display_name":"Perpetual inventory","level":4,"score":0.6797999739646912},{"id":"https://openalex.org/C143385712","wikidata":"https://www.wikidata.org/wiki/Q6059951","display_name":"Inventory valuation","level":2,"score":0.6074000000953674},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.47530001401901245},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.42640000581741333},{"id":"https://openalex.org/C24373527","wikidata":"https://www.wikidata.org/wiki/Q252073","display_name":"Inventory theory","level":3,"score":0.4187999963760376},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.3675999939441681},{"id":"https://openalex.org/C43294280","wikidata":"https://www.wikidata.org/wiki/Q5046829","display_name":"Carrying cost","level":3,"score":0.3619999885559082},{"id":"https://openalex.org/C2781468064","wikidata":"https://www.wikidata.org/wiki/Q1267117","display_name":"Lead time","level":2,"score":0.3490000069141388},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.34439998865127563},{"id":"https://openalex.org/C3018434026","wikidata":"https://www.wikidata.org/wiki/Q3761396","display_name":"Inventory management","level":2,"score":0.34130001068115234},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.3231000006198883},{"id":"https://openalex.org/C26077564","wikidata":"https://www.wikidata.org/wiki/Q1910318","display_name":"Turnover","level":2,"score":0.322299987077713},{"id":"https://openalex.org/C204983608","wikidata":"https://www.wikidata.org/wiki/Q2111958","display_name":"Productivity","level":2,"score":0.30550000071525574},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.3041999936103821},{"id":"https://openalex.org/C117938511","wikidata":"https://www.wikidata.org/wiki/Q3634830","display_name":"Inventory control","level":2,"score":0.298799991607666},{"id":"https://openalex.org/C204036174","wikidata":"https://www.wikidata.org/wiki/Q909380","display_name":"Stock (firearms)","level":2,"score":0.296099990606308},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.296099990606308},{"id":"https://openalex.org/C2778334786","wikidata":"https://www.wikidata.org/wiki/Q1586270","display_name":"Variation (astronomy)","level":2,"score":0.29600000381469727},{"id":"https://openalex.org/C83646750","wikidata":"https://www.wikidata.org/wiki/Q193893","display_name":"Capital (architecture)","level":2,"score":0.29350000619888306},{"id":"https://openalex.org/C60679458","wikidata":"https://www.wikidata.org/wiki/Q823288","display_name":"Working capital","level":2,"score":0.27790001034736633},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.27790001034736633},{"id":"https://openalex.org/C2987549487","wikidata":"https://www.wikidata.org/wiki/Q6059951","display_name":"Inventory cost","level":3,"score":0.27549999952316284},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.2702000141143799},{"id":"https://openalex.org/C6422946","wikidata":"https://www.wikidata.org/wiki/Q857354","display_name":"Panel data","level":2,"score":0.26109999418258667},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.25859999656677246}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:CiteSeerX.psu:10.1.1.195.7828","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.195.7828","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.stern.nyu.edu/~rcaldent/seminar02/Gaur.pdf","raw_type":"text"}],"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/W2130158558","https://openalex.org/W2900681926","https://openalex.org/W1978972567","https://openalex.org/W7043336787","https://openalex.org/W1521031623","https://openalex.org/W7100353303","https://openalex.org/W2146159096","https://openalex.org/W6941480441","https://openalex.org/W4206924886","https://openalex.org/W2905841890"],"abstract_inverted_index":{"Retail":[0],"inventory":[1,26,33,78,112,143,146,150,170,174,184],"productivity":[2],"is":[3,21],"of":[4,42,63,70,86,100,107,117,120,142,161],"considerable":[5],"interest":[6],"to":[7,24,50,59],"retailers,":[8],"manufacturers":[9],"and":[10,15,37,68,80,104,125,134,159,172,186],"distributors":[11],"who":[12],"service":[13],"them,":[14],"stock":[16],"market":[17],"analysts.":[18],"Inventory":[19],"turnover":[20,34,79,151,171,175],"frequently":[22],"used":[23],"measure":[25],"productivity.":[27],"We":[28,53,137,165,179],"find":[29,187],"wide":[30],"variation":[31,44,76,103,110],"in":[32,77,111,154,183,192],"across":[35,128],"retailers":[36],"over":[38],"time.":[39],"The":[40,95,114],"causes":[41],"this":[43],"have":[45],"not":[46],"been":[47],"studied":[48],"systematically":[49],"our":[51],"knowledge.":[52],"develop":[54],"a":[55,84],"log-linear":[56],"empirical":[57],"model":[58,96],"quantify":[60],"the":[61,75,92,101,108,118,193],"impact":[62],"net":[64,121,155],"markup,":[65,122,156],"capital":[66,123,157],"intensity":[67,124,158],"deviation":[69,160],"sales":[71,126,162],"from":[72,163],"forecast":[73],"on":[74,83],"test":[81],"it":[82,189],"panel":[85],"data":[87],"for":[88,91,152],"311":[89],"firms":[90],"years":[93],"1985-2000.":[94],"explains":[97],"66.7":[98],"%":[99,106],"within-firm":[102],"97.2":[105],"total":[109],"turnover.":[113],"average":[115],"estimates":[116],"coefficients":[119],"surprise":[127],"all":[129],"retailing":[130,194],"segments":[131],"are-0.24,":[132],"0.25":[133],"0.14,":[135],"respectively.":[136],"define":[138],"an":[139],"alternative":[140],"metric":[141],"productivity,":[144,185],"adjusted":[145,173],"turnover,":[147],"which":[148],"adjusts":[149],"changes":[153],"forecast.":[164],"discuss":[166],"several":[167],"examples":[168],"where":[169],"give":[176],"contradictory":[177],"results.":[178],"also":[180],"compute":[181],"time-trends":[182],"that":[188],"has":[190],"declined":[191],"industry":[195],"during":[196],"1985-2000":[197]},"counts_by_year":[],"updated_date":"2026-10-13T10:08:12.033832","created_date":"2025-10-27T00:00:00"}
