{"id":"https://openalex.org/W4396972011","doi":"https://doi.org/10.14453/aabfj.v18i3.15","title":"Exploring Algorithmic Solutions for Effective Decisions Concerning Investments in Equity Stocks Amidst Financial Disruptions Using the COVID 19 and Sub-prime Crises as Case Studies","display_name":"Exploring Algorithmic Solutions for Effective Decisions Concerning Investments in Equity Stocks Amidst Financial Disruptions Using the COVID 19 and Sub-prime Crises as Case Studies","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4396972011","doi":"https://doi.org/10.14453/aabfj.v18i3.15"},"language":"en","primary_location":{"id":"doi:10.14453/aabfj.v18i3.15","doi":"https://doi.org/10.14453/aabfj.v18i3.15","is_oa":true,"landing_page_url":"http://dx.doi.org/10.14453/aabfj.v18i3.15","pdf_url":"https://www.uowoajournals.org/aabfj/article/id/1045/download/pdf/","source":{"id":"https://openalex.org/S2765036513","display_name":"Australasian Accounting Business and Finance Journal","issn_l":"1834-2000","issn":["1834-2000","1834-2019"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-scientific","cwts-core","norway-1","poland-40","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310317968","host_organization_name":"University of Wollongong","host_organization_lineage":["https://openalex.org/P4310317968"],"host_organization_lineage_names":["University of Wollongong"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Australasian Business, Accounting and Finance Journal","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.uowoajournals.org/aabfj/article/id/1045/download/pdf/","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5098666277","display_name":"Shaunak Mainkar","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405258952","display_name":"Institute of Management Development and Research","ror":"https://ror.org/01fn4zr85","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405258952"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shaunak Mainkar","raw_affiliation_strings":["IMDR, Pune, India","Assistant Professor, IMDR, Pune"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMDR, Pune, India","institution_ids":["https://openalex.org/I4405258952"]},{"raw_affiliation_string":"Assistant Professor, IMDR, Pune","institution_ids":["https://openalex.org/I4405258952"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5098666278","display_name":"Hemangi Borawake","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405258952","display_name":"Institute of Management Development and Research","ror":"https://ror.org/01fn4zr85","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405258952"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Hemangi Borawake","raw_affiliation_strings":["IMDR, Pune, India","Student, IMDR, Pune"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMDR, Pune, India","institution_ids":["https://openalex.org/I4405258952"]},{"raw_affiliation_string":"Student, IMDR, Pune","institution_ids":["https://openalex.org/I4405258952"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5098666279","display_name":"Tanishq Ranjane","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405258952","display_name":"Institute of Management Development and Research","ror":"https://ror.org/01fn4zr85","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405258952"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Tanishq Ranjane","raw_affiliation_strings":["IMDR, Pune, India","Student, IMDR, Pune"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMDR, Pune, India","institution_ids":["https://openalex.org/I4405258952"]},{"raw_affiliation_string":"Student, IMDR, Pune","institution_ids":["https://openalex.org/I4405258952"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4405258952"],"apc_list":null,"apc_paid":null,"fwci":0.2753,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.52272556,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":"18","issue":"3","first_page":"287","last_page":"306"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10047","display_name":"Financial Markets and Investment Strategies","score":0.8715999722480774,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"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/T10047","display_name":"Financial Markets and Investment Strategies","score":0.8715999722480774,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.06930000334978104,"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":0.017999999225139618,"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/financial-crises","display_name":"financial crisis","score":0.5809999704360962},{"id":"https://openalex.org/keywords/portfolio-returns","display_name":"portfolio returns","score":0.7440000176429749},{"id":"https://openalex.org/keywords/covid-19-market-crash","display_name":"COVID-19 market crash","score":0.8600000143051147},{"id":"https://openalex.org/keywords/algorithmic-decision-making","display_name":"algorithmic decision-making","score":0.6010000109672546},{"id":"https://openalex.org/keywords/investor-behavior","display_name":"investor behavior","score":0.6650000214576721}],"concepts":[{"id":"https://openalex.org/C199728807","wikidata":"https://www.wikidata.org/wiki/Q2578557","display_name":"Equity (law)","level":2,"score":0.6801037192344666},{"id":"https://openalex.org/C184992742","wikidata":"https://www.wikidata.org/wiki/Q7243229","display_name":"Prime (order theory)","level":2,"score":0.6788033246994019},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.6488590836524963},{"id":"https://openalex.org/C106159729","wikidata":"https://www.wikidata.org/wiki/Q2294553","display_name":"Financial economics","level":1,"score":0.47991856932640076},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.4420681297779083},{"id":"https://openalex.org/C3006700255","wikidata":"https://www.wikidata.org/wiki/Q81068910","display_name":"2019-20 coronavirus outbreak","level":3,"score":0.4367367625236511},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.42541080713272095},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.39275437593460083},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.33043915033340454},{"id":"https://openalex.org/C73283319","wikidata":"https://www.wikidata.org/wiki/Q1416617","display_name":"Financial system","level":1,"score":0.32609033584594727},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.18405762314796448},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13451778888702393},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.06825575232505798},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C116675565","wikidata":"https://www.wikidata.org/wiki/Q3241045","display_name":"Outbreak","level":2,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.14453/aabfj.v18i3.15","doi":"https://doi.org/10.14453/aabfj.v18i3.15","is_oa":true,"landing_page_url":"http://dx.doi.org/10.14453/aabfj.v18i3.15","pdf_url":"https://www.uowoajournals.org/aabfj/article/id/1045/download/pdf/","source":{"id":"https://openalex.org/S2765036513","display_name":"Australasian Accounting Business and Finance Journal","issn_l":"1834-2000","issn":["1834-2000","1834-2019"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-scientific","cwts-core","norway-1","poland-40","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310317968","host_organization_name":"University of Wollongong","host_organization_lineage":["https://openalex.org/P4310317968"],"host_organization_lineage_names":["University of Wollongong"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Australasian Business, Accounting and Finance Journal","raw_type":"journal-article"},{"id":"pmh:oai:ro.uow.edu.au:aabfj-2429","doi":null,"is_oa":false,"landing_page_url":"https://ro.uow.edu.au/aabfj/vol18/iss3/15","pdf_url":null,"source":{"id":"https://openalex.org/S4306400510","display_name":"Research Online (University of Wollongong)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I204824540","host_organization_name":"University of Wollongong","host_organization_lineage":["https://openalex.org/I204824540"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Australasian Accounting, Business and Finance Journal","raw_type":"text"},{"id":"pmh:oai:doaj.org/article:094e441899034a9bafb630ea1428cb6d","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/094e441899034a9bafb630ea1428cb6d","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":"Australasian Accounting, Business and Finance Journal, Vol 18, Iss 3, Pp 287-306 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.14453/aabfj.v18i3.15","doi":"https://doi.org/10.14453/aabfj.v18i3.15","is_oa":true,"landing_page_url":"http://dx.doi.org/10.14453/aabfj.v18i3.15","pdf_url":"https://www.uowoajournals.org/aabfj/article/id/1045/download/pdf/","source":{"id":"https://openalex.org/S2765036513","display_name":"Australasian Accounting Business and Finance Journal","issn_l":"1834-2000","issn":["1834-2000","1834-2019"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-scientific","cwts-core","norway-1","poland-40","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310317968","host_organization_name":"University of Wollongong","host_organization_lineage":["https://openalex.org/P4310317968"],"host_organization_lineage_names":["University of Wollongong"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Australasian Business, Accounting and Finance Journal","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4396972011.pdf","grobid_xml":"https://content.openalex.org/works/W4396972011.grobid-xml"},"referenced_works_count":7,"referenced_works":["https://openalex.org/W2114247137","https://openalex.org/W3038141460","https://openalex.org/W3115461710","https://openalex.org/W3117230466","https://openalex.org/W4210887023","https://openalex.org/W4283819567","https://openalex.org/W4380323657"],"related_works":["https://openalex.org/W3157785401","https://openalex.org/W2131900353","https://openalex.org/W4401540916","https://openalex.org/W4312291592","https://openalex.org/W5762988","https://openalex.org/W4387166518","https://openalex.org/W2564713782","https://openalex.org/W4282961570","https://openalex.org/W2011170967","https://openalex.org/W7204317195"],"abstract_inverted_index":{"Investors":[0],"face":[1],"a":[2,6,31,42,51,119,178,229],"basic":[3],"dilemma":[4],"during":[5,50],"financial":[7,165,226],"crisis":[8,52,200],"i.e.,":[9],"whether":[10,54],"to":[11,16,55,58,62,78,81,96,118,131,177,211],"exit":[12,29,56,67,99,149],"and":[13,28,60,100,102,148,175,203,233],"re-enter":[14],"or":[15,57],"continue":[17,59],"with":[18,107],"the":[19,36,45,64,69,82,93,98,103,113,123,133,143,162,168,171,188,197,204,208,219,225,234,239,243],"existing":[20],"set":[21],"of":[22,26,38,66,138,145,154,164,180],"positions.":[23],"The":[24,87,125,152,193],"timing":[25,65],"entry":[27,111,147],"plays":[30],"crucial":[32],"role":[33],"in":[34,112,161,170,201,213,224],"determining":[35],"rate":[37,137],"returns":[39,235],"generated":[40],"by":[41,48,85,135,242],"portfolio.":[43,124],"Thus,":[44],"problem":[46],"faced":[47,84],"investors":[49],"is":[53,72,128,140,196,207,228],"how":[61],"determine":[63,97,132],"if":[68,142],"first":[70,194],"option":[71],"chosen.":[73],"This":[74],"research":[75,88,126],"paper":[76,89,127],"attempts":[77],"find":[79],"solutions":[80],"problems":[83],"investors.":[86,183,244],"focuses":[90],"on":[91,122,238],"addressing":[92],"parameters":[94],"used":[95],"re-entry":[101],"time":[104],"factor":[105,134],"associated":[106],"it.":[108],"A":[109],"timely":[110,146],"right":[114],"stocks":[115],"will":[116],"lead":[117],"good":[120],"return":[121,139],"an":[129],"attempt":[130],"which":[136],"affected":[141],"norms":[144],"are":[150,187,236],"followed.":[151],"team":[153],"researchers":[155],"has":[156],"identified":[157],"two":[158,185,216],"specific":[159],"times":[160,186],"history":[163],"markets":[166,172,227],"when":[167],"fall":[169,209],"was":[173],"considerable":[174],"led":[176],"lot":[179],"confusion":[181],"amongst":[182],"These":[184,215],"case":[189],"studies":[190],"for":[191],"comparison:":[192],"one":[195,206],"sub-prime":[198],"lending":[199],"2008-09":[202],"second":[205],"due":[210],"COVID-19":[212],"2019-20.":[214],"events":[217],"underline":[218],"fact":[220],"that":[221],"decision":[222],"making":[223],"very":[230],"subjective":[231],"domain":[232],"dependent":[237],"system":[240],"followed":[241]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2024-05-17T00:00:00"}