{"id":"https://openalex.org/W2586700332","doi":null,"title":"Transportation Forecasting: A Brief Discussion of Some Important Issues","display_name":"Transportation Forecasting: A Brief Discussion of Some Important Issues","publication_year":1970,"publication_date":"1970-07-01","ids":{"openalex":"https://openalex.org/W2586700332","mag":"2586700332"},"language":"en","primary_location":{"id":"pmh:oai:utoronto.scholaris.ca:1807/93207","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/1807/93207","pdf_url":"https://utoronto.scholaris.ca/bitstreams/66038295-1ce8-4b56-8229-6755273d3734/download","source":{"id":"https://openalex.org/S4306400261","display_name":"TSpace (University of Toronto)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I185261750","host_organization_name":"University of Toronto","host_organization_lineage":["https://openalex.org/I185261750"],"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":"Working Paper"},"volume":null,"type":"report","is_traditional":false,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://utoronto.scholaris.ca/bitstreams/66038295-1ce8-4b56-8229-6755273d3734/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018148083","display_name":"Ross D. MacKinnon","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Ross D. MacKinnon","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5018148083"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"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/T10698","display_name":"Transportation Planning and Optimization","score":0.5127000212669373,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.5127000212669373,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.39309999346733093,"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/T12725","display_name":"Railways and European Transport Policy","score":0.023000000044703484,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/transportation-forecasting","display_name":"transportation forecasting","score":0.9990000128746033},{"id":"https://openalex.org/keywords/goal-specification","display_name":"goal specification","score":0.9660000205039978},{"id":"https://openalex.org/keywords/transportation-flows","display_name":"transportation flows","score":0.906000018119812},{"id":"https://openalex.org/keywords/environmental-impact-of-transport","display_name":"environmental impact of transport","score":0.8960000276565552},{"id":"https://openalex.org/keywords/socio-economic-forecasting","display_name":"socio-economic forecasting","score":0.9810000061988831}],"concepts":[{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.33011552691459656},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2860007882118225}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:utoronto.scholaris.ca:1807/93207","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/1807/93207","pdf_url":"https://utoronto.scholaris.ca/bitstreams/66038295-1ce8-4b56-8229-6755273d3734/download","source":{"id":"https://openalex.org/S4306400261","display_name":"TSpace (University of Toronto)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I185261750","host_organization_name":"University of Toronto","host_organization_lineage":["https://openalex.org/I185261750"],"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":"Working Paper"},{"id":"mag:2586700332","doi":null,"is_oa":false,"landing_page_url":"https://tspace.library.utoronto.ca/bitstream/1807/93207/1/Transportation%20Forecasting.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:utoronto.scholaris.ca:1807/93207","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/1807/93207","pdf_url":"https://utoronto.scholaris.ca/bitstreams/66038295-1ce8-4b56-8229-6755273d3734/download","source":{"id":"https://openalex.org/S4306400261","display_name":"TSpace (University of Toronto)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I185261750","host_organization_name":"University of Toronto","host_organization_lineage":["https://openalex.org/I185261750"],"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":"Working Paper"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.428600013256073,"display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2586700332.pdf","grobid_xml":"https://content.openalex.org/works/W2586700332.grobid-xml"},"referenced_works_count":6,"referenced_works":["https://openalex.org/W657596657","https://openalex.org/W2001345977","https://openalex.org/W2007367842","https://openalex.org/W2011215450","https://openalex.org/W2036910311","https://openalex.org/W2058859622"],"related_works":["https://openalex.org/W1589612444","https://openalex.org/W2089775643","https://openalex.org/W310532674","https://openalex.org/W6963808637","https://openalex.org/W213176396","https://openalex.org/W774042696","https://openalex.org/W2136830569","https://openalex.org/W3021844150","https://openalex.org/W2463420663","https://openalex.org/W585434355"],"abstract_inverted_index":{"This":[0],"paper":[1,96,140],"attempts":[2],"to":[3,69,74,79,91,130],"summarize":[4],"some":[5,179],"of":[6,16,23,39,56,66,113,121,138,143,162,172,180,185,191],"the":[7,12,33,64,67,72,76,82,87,109,114,126,139,159,170,181,189],"basic":[8],"issues":[9,18,182],"which":[10,75,86,183],"confront":[11],"transportation":[13,41,99,167,173,192],"forecaster.":[14],"Most":[15],"these":[17],"arise":[19],"in":[20,31,105],"other":[21,194],"aspects":[22],"socio-economic":[24,195],"forecasting,":[25],"but":[26],"they":[27],"seem":[28],"particularly":[29],"relevant":[30],"forecasting":[32,100,163,190],"capabilities,":[34,166],"usage,":[35],"and":[36,84,111,132,153,165,169,193],"environmental":[37],"impacts":[38],"future":[40],"systems.":[42],"The":[43,54,135],"author":[44],"concludes":[45],"that":[46,98],"there":[47],"is":[48,78,128,141],"no":[49],"one":[50],"correct":[51],"forecast":[52,77],"methodology.":[53],"appropriateness":[55],"any":[57],"method":[58],"depends":[59],"on":[60],"many":[61],"factors":[62],"-":[63],"nature":[65],"system":[68],"be":[70,80],"forecasted,":[71],"use":[73],"put,":[81],"resources":[83],"knowledge":[85],"forecaster":[88],"can":[89],"apply":[90],"his":[92],"problem..":[93],"Moreover,":[94],"this":[95,106,122],"reflects":[97],"has":[101],"a":[102,117],"subjective":[103,119],"component,":[104],"case":[107],"revealing":[108],"biases":[110],"inclinations":[112],"author.":[115],"For":[116],"less":[118],"discussion":[120],"same":[123],"problem":[124],"areas,":[125],"reader":[127],"referred":[129],"Garrison":[131],"Marble":[133],"(1965).":[134],"main":[136],"body":[137],"composed":[142],"five":[144],"parts.":[145],"First":[146],"two":[147],"fundamental":[148],"problems":[149,161],"arising":[150],"from":[151],"interrelatedness":[152],"goal":[154],"specification":[155],"are":[156,175,184,197],"disucssed.":[157],"Next,":[158],"specific":[160],"structures":[164],"flows,":[168],"consequences":[171],"systems":[174],"summarized.":[176],"In":[177],"conclusion,":[178],"general":[186],"importance":[187],"for":[188],"activities":[196],"identified.":[198]},"counts_by_year":[],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2017-02-17T00:00:00"}