{"id":"https://openalex.org/W7140105613","doi":"https://doi.org/10.1080/13675567.2026.2646342","title":"Logistics digitalisation and trade flows: evidence from the logistics performance index using a gravity model","display_name":"Logistics digitalisation and trade flows: evidence from the logistics performance index using a gravity model","publication_year":2026,"publication_date":"2026-03-23","ids":{"openalex":"https://openalex.org/W7140105613","doi":"https://doi.org/10.1080/13675567.2026.2646342"},"language":"en","primary_location":{"id":"doi:10.1080/13675567.2026.2646342","doi":"https://doi.org/10.1080/13675567.2026.2646342","is_oa":false,"landing_page_url":"https://doi.org/10.1080/13675567.2026.2646342","pdf_url":null,"source":{"id":"https://openalex.org/S4210220312","display_name":"International Journal of Logistics Research and Applications","issn_l":"1367-5567","issn":["1367-5567","1469-848X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-scientific","cwts-core","fnege-3","jufo-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Logistics Research and Applications","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5102689720","display_name":"Parul Singh","orcid":"https://orcid.org/0000-0003-2323-9834","observed_orcids":["https://orcid.org/0000-0003-2323-9834"]},"institutions":[{"id":"https://openalex.org/I38919395","display_name":"Indian Institute of Foreign Trade","ror":"https://ror.org/00efgh409","country_code":"IN","type":"education","lineage":["https://openalex.org/I38919395"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Parul Singh","raw_affiliation_strings":["Indian Institute of Foreign Trade"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Foreign Trade","institution_ids":["https://openalex.org/I38919395"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106394577","display_name":"Iqra Yaseen","orcid":"https://orcid.org/0009-0001-3558-6561","observed_orcids":["https://orcid.org/0009-0001-3558-6561"]},"institutions":[{"id":"https://openalex.org/I135388327","display_name":"University of Kashmir","ror":"https://ror.org/032xfst36","country_code":"IN","type":"education","lineage":["https://openalex.org/I135388327"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Iqra Yaseen","raw_affiliation_strings":["University of Kashmir"],"raw_orcid":"https://orcid.org/0009-0001-3558-6561","affiliations":[{"raw_affiliation_string":"University of Kashmir","institution_ids":["https://openalex.org/I135388327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048272515","display_name":"Areej Aftab Siddiqui","orcid":"https://orcid.org/0000-0002-9554-7513","observed_orcids":["https://orcid.org/0000-0002-9554-7513"]},"institutions":[{"id":"https://openalex.org/I132806614","display_name":"University of Dubai","ror":"https://ror.org/05h0z7c09","country_code":"AE","type":"education","lineage":["https://openalex.org/I132806614"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Areej Aftab Siddiqui","raw_affiliation_strings":["University of Dubai"],"raw_orcid":"https://orcid.org/0000-0002-9554-7513","affiliations":[{"raw_affiliation_string":"University of Dubai","institution_ids":["https://openalex.org/I132806614"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077053782","display_name":"Arij Lahmar","orcid":"https://orcid.org/0000-0002-3514-232X","observed_orcids":["https://orcid.org/0000-0002-3514-232X"]},"institutions":[{"id":"https://openalex.org/I102239671","display_name":"Hamdan Bin Mohammed Smart University","ror":"https://ror.org/05g48k331","country_code":"AE","type":"education","lineage":["https://openalex.org/I102239671"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Arij Lahmar","raw_affiliation_strings":["Hamdan Bin Mohammed Smart University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hamdan Bin Mohammed Smart University","institution_ids":["https://openalex.org/I102239671"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5048272515"],"corresponding_institution_ids":["https://openalex.org/I132806614"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"20"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14213","display_name":"Global Politics and Economy","score":0.6211000084877014,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"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/T14213","display_name":"Global Politics and Economy","score":0.6211000084877014,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"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/T10128","display_name":"Global trade and economics","score":0.35030001401901245,"subfield":{"id":"https://openalex.org/subfields/2000","display_name":"General Economics, Econometrics and 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/T14139","display_name":"E-commerce and Technology Innovations","score":0.010999999940395355,"subfield":{"id":"https://openalex.org/subfields/1403","display_name":"Business and International Management"},"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/logistics-performance-index","display_name":"Logistics Performance Index","score":0.9490000009536743},{"id":"https://openalex.org/keywords/bilateral-trade-flows","display_name":"bilateral trade flows","score":0.9549999833106995},{"id":"https://openalex.org/keywords/trade-facilitation","display_name":"trade facilitation","score":0.7419999837875366},{"id":"https://openalex.org/keywords/trade-efficiency","display_name":"trade efficiency","score":0.7749999761581421},{"id":"https://openalex.org/keywords/digitalization-of-logistics","display_name":"digitalization of logistics","score":0.5180000066757202},{"id":"https://openalex.org/keywords/country-income-groups","display_name":"country income groups","score":0.7549999952316284},{"id":"https://openalex.org/keywords/developing-countries","display_name":"developing countries","score":0.8569999933242798}],"concepts":[{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.6847000122070312},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.6310999989509583},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.5468000173568726},{"id":"https://openalex.org/C87889798","wikidata":"https://www.wikidata.org/wiki/Q1543986","display_name":"Gravity model of trade","level":2,"score":0.522599995136261},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.4278999865055084},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.34790000319480896},{"id":"https://openalex.org/C532444271","wikidata":"https://www.wikidata.org/wiki/Q2516403","display_name":"Traffic management","level":2,"score":0.321399986743927},{"id":"https://openalex.org/C205548138","wikidata":"https://www.wikidata.org/wiki/Q5939479","display_name":"Humanitarian Logistics","level":2,"score":0.31209999322891235},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.29490000009536743},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.2939999997615814},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.28459998965263367},{"id":"https://openalex.org/C54750564","wikidata":"https://www.wikidata.org/wiki/Q26643","display_name":"Commerce","level":1,"score":0.2696000039577484},{"id":"https://openalex.org/C46934059","wikidata":"https://www.wikidata.org/wiki/Q61515","display_name":"Outsourcing","level":2,"score":0.2639999985694885}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/13675567.2026.2646342","doi":"https://doi.org/10.1080/13675567.2026.2646342","is_oa":false,"landing_page_url":"https://doi.org/10.1080/13675567.2026.2646342","pdf_url":null,"source":{"id":"https://openalex.org/S4210220312","display_name":"International Journal of Logistics Research and Applications","issn_l":"1367-5567","issn":["1367-5567","1469-848X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-scientific","cwts-core","fnege-3","jufo-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Logistics Research and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":1.0,"display_name":"Industry, innovation and infrastructure"},{"id":"https://metadata.un.org/sdg/8","score":0.4027999937534332,"display_name":"Decent work and economic growth"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1590435771","https://openalex.org/W2010031960","https://openalex.org/W2100130392","https://openalex.org/W2132465025","https://openalex.org/W2156641848","https://openalex.org/W2163362767","https://openalex.org/W2732192757","https://openalex.org/W2897354317","https://openalex.org/W2897933091","https://openalex.org/W2902214241","https://openalex.org/W2909411031","https://openalex.org/W2947416138","https://openalex.org/W3014036974","https://openalex.org/W3092432099","https://openalex.org/W3095374925","https://openalex.org/W3119811634","https://openalex.org/W3121794982","https://openalex.org/W3124449785","https://openalex.org/W3124536214","https://openalex.org/W3158537102","https://openalex.org/W3189383847","https://openalex.org/W3201102722","https://openalex.org/W3210168431","https://openalex.org/W4205120085","https://openalex.org/W4205873718","https://openalex.org/W4225844352","https://openalex.org/W4283377281","https://openalex.org/W4283645578","https://openalex.org/W4313642291","https://openalex.org/W4361269697","https://openalex.org/W4376454925","https://openalex.org/W4378219986","https://openalex.org/W4379351646","https://openalex.org/W4381384543","https://openalex.org/W4385220644","https://openalex.org/W4387301908","https://openalex.org/W4388196029","https://openalex.org/W4390983425","https://openalex.org/W4392432413","https://openalex.org/W4392743260","https://openalex.org/W4393932757","https://openalex.org/W4396816644","https://openalex.org/W4399827234","https://openalex.org/W4400518065","https://openalex.org/W4400652872","https://openalex.org/W4401500253"],"related_works":["https://openalex.org/W7009461144","https://openalex.org/W4323074277","https://openalex.org/W4361272733","https://openalex.org/W2067839652","https://openalex.org/W7029067816","https://openalex.org/W4234355504","https://openalex.org/W4395697404","https://openalex.org/W4407561183","https://openalex.org/W7139005401","https://openalex.org/W7114941567"],"abstract_inverted_index":{"Digitalisation":[0],"has":[1],"increasingly":[2],"reshaped":[3],"trade":[4,13,38,73,98,118,140],"logistics,":[5],"yet":[6],"empirical":[7],"evidence":[8],"linking":[9],"logistics":[10,23,70,94,116,132],"digitalisation":[11,71,133],"to":[12,97,114],"outcomes":[14],"remains":[15],"limited.":[16],"This":[17],"study":[18,112],"examines":[19],"the":[20,31,59,62,101,115,122,125],"relationship":[21],"between":[22,69],"digitalisation,":[24],"proxied":[25],"by":[26,120,135],"selected":[27],"operational":[28],"components":[29],"of":[30,55,103,124],"Logistics":[32],"Performance":[33],"Index":[34],"(LPI),":[35],"and":[36,72,84,117,134],"bilateral":[37],"flows.":[39],"Using":[40],"a":[41,52,65,128],"gravity":[42,78],"model":[43],"estimated":[44],"via":[45],"Poisson":[46],"Pseudo":[47],"Maximum":[48],"Likelihood":[49],"(PPML)":[50],"on":[51,76],"harmonised":[53],"panel":[54],"160":[56],"countries":[57],"over":[58],"period":[60],"2007\u20132019,":[61],"results":[63],"indicate":[64],"statistically":[66],"significant":[67],"association":[68],"flows,":[74],"conditional":[75],"standard":[77],"controls":[79],"such":[80],"as":[81,127],"economic":[82],"size":[83],"distance.":[85],"The":[86,111],"findings":[87],"suggest":[88],"that":[89],"improvements":[90],"in":[91,143],"digitally":[92],"enabled":[93],"processes":[95],"contribute":[96],"efficiency,":[99],"although":[100],"magnitude":[102],"these":[104],"effects":[105],"varies":[106],"across":[107],"country":[108],"income":[109],"groups.":[110],"contributes":[113],"literature":[119],"clarifying":[121],"role":[123],"LPI":[126],"proxy":[129],"for":[130,139],"realised":[131],"providing":[136],"policy-relevant":[137],"insights":[138],"facilitation,":[141],"particularly":[142],"developing":[144],"economies.":[145]},"counts_by_year":[],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2026-03-24T00:00:00"}