{"id":"https://openalex.org/W3136469232","doi":null,"title":"Application of System Dynamics in Forecasting: A Systematic Review","display_name":"Application of System Dynamics in Forecasting: A Systematic Review","publication_year":2017,"publication_date":"2017-12-01","ids":{"openalex":"https://openalex.org/W3136469232","mag":"3136469232"},"language":"en","primary_location":{"id":"pmh:oai:doaj.org/article:1510552cc2214f4b984931fca1e7527a","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/1510552cc2214f4b984931fca1e7527a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"International Journal of Management, Accounting and Economics, Vol 4, Iss 12, Pp 1192-1205 (2017)","raw_type":"article"},"parent_works":[],"lineage":["https://openalex.org/W3136469232"],"child_works_count":0,"type":"article","is_traditional":true,"indexed_in":["doaj"],"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/A5001077365","display_name":"Mahyar Kamali Saraji","orcid":"https://orcid.org/0000-0001-8132-176X","observed_orcids":["https://orcid.org/0000-0001-8132-176X"]},"institutions":[{"id":"https://openalex.org/I112536369","display_name":"Yazd University","ror":"https://ror.org/02x99ac45","country_code":"IR","type":"education","lineage":["https://openalex.org/I112536369"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mahyar Kamali Saraji","raw_affiliation_strings":["M.A Student, Faculty of Economics, Management and Accounting, Industrial management group, Yazd University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"M.A Student, Faculty of Economics, Management and Accounting, Industrial management group, Yazd University","institution_ids":["https://openalex.org/I112536369"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015249848","display_name":"Ali Morovati Sharifabadi","orcid":"https://orcid.org/0000-0001-7822-3376","observed_orcids":["https://orcid.org/0000-0001-7822-3376"]},"institutions":[{"id":"https://openalex.org/I112536369","display_name":"Yazd University","ror":"https://ror.org/02x99ac45","country_code":"IR","type":"education","lineage":["https://openalex.org/I112536369"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Ali Morovati Sharifabadi","raw_affiliation_strings":["Associate Professor, Faculty of Economics, Management and Accounting, Industrial management group, Yazd University"],"raw_orcid":"https://orcid.org/0000-0001-7822-3376","affiliations":[{"raw_affiliation_string":"Associate Professor, Faculty of Economics, Management and Accounting, Industrial management group, Yazd University","institution_ids":["https://openalex.org/I112536369"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I112536369"],"apc_list":null,"apc_paid":null,"fwci":0.4554,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.65764133,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"4","issue":"12","first_page":"1192","last_page":"1205"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11810","display_name":"Complex Systems and Decision Making","score":0.9984999895095825,"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/T11810","display_name":"Complex Systems and Decision Making","score":0.9984999895095825,"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/T11918","display_name":"Forecasting Techniques and Applications","score":0.0007999999797903001,"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/T12659","display_name":"Innovation Diffusion and Forecasting","score":0.0003000000142492354,"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/system-dynamics","display_name":"system dynamics","score":0.9589999914169312},{"id":"https://openalex.org/keywords/forecasting","display_name":"forecasting","score":0.996999979019165},{"id":"https://openalex.org/keywords/systems-thinking","display_name":"systems thinking","score":0.9129999876022339},{"id":"https://openalex.org/keywords/feedback-mechanisms","display_name":"feedback mechanisms","score":0.8740000128746033},{"id":"https://openalex.org/keywords/complex-system-modeling","display_name":"complex systems modeling","score":0.9409999847412109},{"id":"https://openalex.org/keywords/marketing-forecasting","display_name":"marketing forecasting","score":0.9110000133514404},{"id":"https://openalex.org/keywords/supply-chain-forecasting","display_name":"supply chain forecasting","score":0.9950000047683716},{"id":"https://openalex.org/keywords/environmental-prediction","display_name":"environmental forecasting","score":0.8519999980926514},{"id":"https://openalex.org/keywords/decision-making","display_name":"decision-making","score":0.8880000114440918}],"concepts":[{"id":"https://openalex.org/C77405623","wikidata":"https://www.wikidata.org/wiki/Q598451","display_name":"System dynamics","level":2,"score":0.7944329380989075},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5762648582458496},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.4994468688964844},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.4987175464630127},{"id":"https://openalex.org/C27177047","wikidata":"https://www.wikidata.org/wiki/Q269699","display_name":"Systems thinking","level":2,"score":0.44356346130371094},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.4347284436225891},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.42723849415779114},{"id":"https://openalex.org/C161657586","wikidata":"https://www.wikidata.org/wiki/Q1203326","display_name":"Technology forecasting","level":2,"score":0.4229549765586853},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.23866420984268188},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1789560317993164},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1710902452468872},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.15049433708190918},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1437680423259735},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:doaj.org/article:1510552cc2214f4b984931fca1e7527a","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/1510552cc2214f4b984931fca1e7527a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"International Journal of Management, Accounting and Economics, Vol 4, Iss 12, Pp 1192-1205 (2017)","raw_type":"article"},{"id":"mag:3136469232","doi":null,"is_oa":false,"landing_page_url":"https://www.ijmae.com/article_115223.html","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"International journal of management","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[{"id":"https://openalex.org/study-designs/systematic-review","display_name":"Systematic Review"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1691989479","https://openalex.org/W1970220816","https://openalex.org/W1980135079","https://openalex.org/W1998884135","https://openalex.org/W2006328110","https://openalex.org/W2020978609","https://openalex.org/W2021747250","https://openalex.org/W2031524482","https://openalex.org/W2036817306","https://openalex.org/W2037184305","https://openalex.org/W2041976799","https://openalex.org/W2061634722","https://openalex.org/W2092073462","https://openalex.org/W2093343009","https://openalex.org/W2102981375","https://openalex.org/W2143753248","https://openalex.org/W2163977170","https://openalex.org/W2164976252","https://openalex.org/W2531741368","https://openalex.org/W2551807477","https://openalex.org/W2562010513"],"related_works":["https://openalex.org/W2981103520","https://openalex.org/W3158551217","https://openalex.org/W2163977170","https://openalex.org/W1579131447","https://openalex.org/W3020308456","https://openalex.org/W2988934653","https://openalex.org/W2740683449","https://openalex.org/W2968093837","https://openalex.org/W1508004145","https://openalex.org/W72128411"],"abstract_inverted_index":{"Forecasting":[0],"is":[1,50],"a":[2,47],"part":[3],"of":[4,46,76,83],"decision-making":[5],"system,":[6],"and":[7,14],"the":[8,12,20,24,29,59,74],"outcomes":[9],"gained":[10],"from":[11,19],"businesses":[13],"industries":[15],"are":[16],"all":[17],"resulted":[18],"decisions":[21],"taken":[22],"in":[23],"past":[25],"by":[26,91],"relying":[27],"upon":[28],"future":[30],"forecasting.":[31],"When":[32],"it's":[33],"difficult":[34],"to":[35,40,61,79],"forecast":[36,80],"mentally,":[37],"we":[38,71],"need":[39],"use":[41],"modeling.":[42],"The":[43],"system":[44,77],"dynamics":[45,78],"modeling":[48],"tool":[49],"based":[51],"on":[52],"systems":[53,64],"thinking":[54],"approach;":[55],"hence,":[56],"it":[57],"has":[58],"ability":[60,75],"model":[62],"complex":[63],"using":[65],"feedback":[66],"processes.":[67],"In":[68],"this":[69],"paper,":[70],"have":[72],"reviewed":[73],"various":[81],"fields":[82],"study":[84],"such":[85],"as":[86],"marketing,":[87],"supply":[88],"chain,":[89],"environment":[90],"reviewing":[92],"28":[93],"research":[94],"papers.":[95]},"counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-11-06T12:05:46.655746","created_date":"2021-03-29T00:00:00"}