{"id":"https://openalex.org/W2066881545","doi":"https://doi.org/10.1108/02635570110365952","title":"Hierarchical forecasting: issues and use guidelines","display_name":"Hierarchical forecasting: issues and use guidelines","publication_year":2001,"publication_date":"2001-02-01","ids":{"openalex":"https://openalex.org/W2066881545","doi":"https://doi.org/10.1108/02635570110365952","mag":"2066881545"},"language":"en","primary_location":{"id":"doi:10.1108/02635570110365952","is_oa":false,"landing_page_url":"https://doi.org/10.1108/02635570110365952","pdf_url":null,"source":{"id":"https://openalex.org/S37320504","display_name":"Industrial Management & Data Systems","issn_l":"0263-5577","issn":["0263-5577","1758-5783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Industrial Management &amp; Data Systems","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/A5032681410","display_name":"Gene Fliedner","orcid":"https://orcid.org/0000-0002-5263-2910"},"institutions":[{"id":"https://openalex.org/I177721651","display_name":"Oakland University","ror":"https://ror.org/01ythxj32","country_code":"US","type":"education","lineage":["https://openalex.org/I177721651"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Gene Fliedner","raw_affiliation_strings":["Oakland University, Rochester, Michigan, USA","Oakland University Rochester, Michigan USA"],"affiliations":[{"raw_affiliation_string":"Oakland University, Rochester, Michigan, USA","institution_ids":["https://openalex.org/I177721651"]},{"raw_affiliation_string":"Oakland University Rochester, Michigan USA","institution_ids":["https://openalex.org/I177721651"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5032681410"],"corresponding_institution_ids":["https://openalex.org/I177721651"],"apc_list":null,"apc_paid":null,"fwci":1.5625,"has_fulltext":false,"cited_by_count":77,"citation_normalized_percentile":{"value":0.8416659,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"101","issue":"1","first_page":"5","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.9955000281333923,"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":0.9955000281333923,"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/T10328","display_name":"Supply Chain and Inventory Management","score":0.95660001039505,"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":0.9455999732017517,"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/process","display_name":"Process (computing)","score":0.5929844975471497},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.5452396273612976},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5117766261100769},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.4599669575691223},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.45993804931640625},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.458924800157547},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.39484885334968567},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.19198337197303772},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19065353274345398},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.10370463132858276}],"concepts":[{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5929844975471497},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.5452396273612976},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5117766261100769},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.4599669575691223},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.45993804931640625},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.458924800157547},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.39484885334968567},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.19198337197303772},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19065353274345398},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.10370463132858276},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/02635570110365952","is_oa":false,"landing_page_url":"https://doi.org/10.1108/02635570110365952","pdf_url":null,"source":{"id":"https://openalex.org/S37320504","display_name":"Industrial Management & Data Systems","issn_l":"0263-5577","issn":["0263-5577","1758-5783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Industrial Management &amp; Data Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W628777454","https://openalex.org/W649511033","https://openalex.org/W1490535108","https://openalex.org/W1986565770","https://openalex.org/W2004386211","https://openalex.org/W2013019196","https://openalex.org/W2016362822","https://openalex.org/W2024353499","https://openalex.org/W2038174893","https://openalex.org/W2045419166","https://openalex.org/W2047732062","https://openalex.org/W2049920743","https://openalex.org/W2055194046","https://openalex.org/W2059612168","https://openalex.org/W2071381575","https://openalex.org/W2085794166","https://openalex.org/W2129797080","https://openalex.org/W2151443932","https://openalex.org/W2167036165","https://openalex.org/W2325346777","https://openalex.org/W2548003394","https://openalex.org/W2582457373","https://openalex.org/W2612057830"],"related_works":["https://openalex.org/W3214346900","https://openalex.org/W2356099978","https://openalex.org/W3202709773","https://openalex.org/W1977848887","https://openalex.org/W3129086539","https://openalex.org/W2363346090","https://openalex.org/W4230510080","https://openalex.org/W2000029124","https://openalex.org/W2355811859","https://openalex.org/W2021629846"],"abstract_inverted_index":{"In":[0,109],"order":[1],"to":[2,29,96],"provide":[3],"the":[4,70,83,104,121,130,142,154,165,176,187],"appropriate":[5],"demand":[6],"forecast":[7,64,133],"information":[8],"given":[9],"various":[10,180],"managerial":[11],"levels":[12],"and":[13,53,66,115,141,183],"functional":[14],"disciplines":[15],"within":[16],"organizations,":[17],"reliance":[18],"on":[19,36],"family\u2010based":[20,25,132],"forecasting":[21,32,72],"is":[22,34,95,107,135],"increasing.":[23],"The":[24,57,89,137],"approach,":[26],"sometimes":[27],"referred":[28],"as":[30],"hierarchical":[31],"(HF),":[33],"based":[35],"a":[37,67,157],"strategy":[38],"of":[39,48,59,86,92,103,124,156,179],"aggregating":[40],"items":[41,52],"into":[42],"families.":[43,56],"HF":[44,60,87,105,125,158],"systems":[45,126],"are":[46,127,148,168],"capable":[47],"providing":[49],"forecasts":[50],"for":[51,82,120,192],"their":[54],"respective":[55],"objectives":[58],"systems,":[61],"include":[62],"improved":[63],"performance":[65,177],"reduction":[68],"in":[69,145,164],"overall":[71],"burden.":[73],"To":[74],"date,":[75],"several":[76],"studies":[77],"have":[78,161],"offered":[79],"practical":[80,151],"guidelines":[81,152],"structural":[84],"design":[85],"systems.":[88],"primary":[90],"purpose":[91],"this":[93,110,146],"paper":[94,188],"summarize":[97],"these":[98],"guidelines.":[99],"First,":[100],"an":[101],"explanation":[102],"process":[106,185],"provided.":[108],"explanation,":[111],"important":[112,138],"system":[113,181],"parameters":[114],"strategic":[116,184],"choices,":[117,186],"which":[118],"allow":[119],"custom":[122],"configuration":[123],"identified.":[128,149],"Second,":[129],"relevant":[131],"research":[134,147,166],"reviewed.":[136],"issues":[139],"addressed":[140],"conclusions":[143],"presented":[144],"Third,":[150],"regarding":[153,175],"use":[155],"approach":[159],"that":[160],"been":[162],"reported":[163],"literature":[167],"clearly":[169],"delineated.":[170],"With":[171],"much":[172],"still":[173],"unknown":[174],"impact":[178],"parameter":[182],"concludes":[189],"with":[190],"suggestions":[191],"future":[193],"research.":[194]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":7},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
