{"id":"https://openalex.org/W4410040189","doi":"https://doi.org/10.1002/waf2.12075","title":"The Effects of Climate Change and Technological Advancement on Economic Recovery in Sub\u2010Saharan Africa","display_name":"The Effects of Climate Change and Technological Advancement on Economic Recovery in Sub\u2010Saharan Africa","publication_year":2025,"publication_date":"2025-04-01","ids":{"openalex":"https://openalex.org/W4410040189","doi":"https://doi.org/10.1002/waf2.12075"},"language":"en","primary_location":{"id":"doi:10.1002/waf2.12075","doi":"https://doi.org/10.1002/waf2.12075","is_oa":true,"landing_page_url":"https://doi.org/10.1002/waf2.12075","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/waf2.12075","source":{"id":"https://openalex.org/S1558111","display_name":"World Affairs","issn_l":"0043-8200","issn":["0043-8200","1940-1582"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"World Affairs","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/waf2.12075","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079644986","display_name":"Mwoya Byaro","orcid":"https://orcid.org/0000-0001-6219-3766","observed_orcids":["https://orcid.org/0000-0001-6219-3766"]},"institutions":[{"id":"https://openalex.org/I4210134162","display_name":"Institute of Rural Development Planning","ror":"https://ror.org/02r85r585","country_code":"TZ","type":"education","lineage":["https://openalex.org/I4210134162"]}],"countries":["TZ"],"is_corresponding":true,"raw_author_name":"Mwoya Byaro","raw_affiliation_strings":["Institute of Rural Development Planning Mwanza Tanzania"],"raw_orcid":"https://orcid.org/0000-0001-6219-3766","affiliations":[{"raw_affiliation_string":"Institute of Rural Development Planning Mwanza Tanzania","institution_ids":["https://openalex.org/I4210134162"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082512963","display_name":"Anicet A. Rwezaula","orcid":"https://orcid.org/0000-0002-1123-3972","observed_orcids":["https://orcid.org/0000-0002-1123-3972"]},"institutions":[{"id":"https://openalex.org/I4210134162","display_name":"Institute of Rural Development Planning","ror":"https://ror.org/02r85r585","country_code":"TZ","type":"education","lineage":["https://openalex.org/I4210134162"]}],"countries":["TZ"],"is_corresponding":false,"raw_author_name":"Anicet Rwezaula","raw_affiliation_strings":["Rural Development Planning Dodoma Tanzania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rural Development Planning Dodoma Tanzania","institution_ids":["https://openalex.org/I4210134162"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5079644986"],"corresponding_institution_ids":["https://openalex.org/I4210134162"],"apc_list":{"value":2800,"currency":"USD","value_usd":2800},"apc_paid":null,"fwci":0.6545,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.6638963,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":"188","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10471","display_name":"Climate Change Policy and Economics","score":0.47609999775886536,"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/T10471","display_name":"Climate Change Policy and Economics","score":0.47609999775886536,"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/T10438","display_name":"Energy, Environment, Economic Growth","score":0.45089998841285706,"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/T13867","display_name":"Economic Growth and Development","score":0.054999999701976776,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/climate-change","display_name":"climate change","score":0.9150000214576721},{"id":"https://openalex.org/keywords/economic-recovery","display_name":"economic recovery","score":0.8960000276565552},{"id":"https://openalex.org/keywords/technological-innovation","display_name":"technological innovation","score":0.7580000162124634},{"id":"https://openalex.org/keywords/patent-applications","display_name":"patent applications","score":0.8600000143051147},{"id":"https://openalex.org/keywords/surface-temperature","display_name":"surface temperature","score":0.6460000276565552},{"id":"https://openalex.org/keywords/co2-emissions","display_name":"CO2 emissions","score":0.9509999752044678},{"id":"https://openalex.org/keywords/covid-19","display_name":"COVID-19 pandemic","score":0.902999997138977},{"id":"https://openalex.org/keywords/sub-saharan-africa","display_name":"sub-Saharan Africa","score":0.9330000281333923},{"id":"https://openalex.org/keywords/financial-development","display_name":"financial development","score":0.800000011920929},{"id":"https://openalex.org/keywords/human-capital","display_name":"human capital","score":0.9959999918937683},{"id":"https://openalex.org/keywords/inflation","display_name":"inflation","score":0.9190000295639038},{"id":"https://openalex.org/keywords/gross-domestic-product","display_name":"gross domestic product","score":0.34299999475479126}],"concepts":[{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.6192044019699097},{"id":"https://openalex.org/C137996800","wikidata":"https://www.wikidata.org/wiki/Q762702","display_name":"Technological change","level":2,"score":0.4222950041294098},{"id":"https://openalex.org/C47768531","wikidata":"https://www.wikidata.org/wiki/Q1127188","display_name":"Development economics","level":1,"score":0.4163917303085327},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.368177592754364},{"id":"https://openalex.org/C175605778","wikidata":"https://www.wikidata.org/wiki/Q3299701","display_name":"Natural resource economics","level":1,"score":0.34938424825668335},{"id":"https://openalex.org/C48824518","wikidata":"https://www.wikidata.org/wiki/Q396340","display_name":"Agricultural economics","level":1,"score":0.3335943818092346},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3308555483818054},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.32372725009918213},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.22016489505767822},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.10716190934181213},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1002/waf2.12075","doi":"https://doi.org/10.1002/waf2.12075","is_oa":true,"landing_page_url":"https://doi.org/10.1002/waf2.12075","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/waf2.12075","source":{"id":"https://openalex.org/S1558111","display_name":"World Affairs","issn_l":"0043-8200","issn":["0043-8200","1940-1582"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"World Affairs","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1002/waf2.12075","doi":"https://doi.org/10.1002/waf2.12075","is_oa":true,"landing_page_url":"https://doi.org/10.1002/waf2.12075","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/waf2.12075","source":{"id":"https://openalex.org/S1558111","display_name":"World Affairs","issn_l":"0043-8200","issn":["0043-8200","1940-1582"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"World Affairs","raw_type":"journal-article"},"sustainable_development_goals":[{"score":1.0,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"},{"score":1.0,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"},{"score":0.7257999777793884,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"},{"score":0.5217000246047974,"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410040189.pdf","grobid_xml":"https://content.openalex.org/works/W4410040189.grobid-xml"},"referenced_works_count":77,"referenced_works":["https://openalex.org/W1475287063","https://openalex.org/W1989864366","https://openalex.org/W2021607192","https://openalex.org/W2124514830","https://openalex.org/W2126056371","https://openalex.org/W2185778035","https://openalex.org/W2517751574","https://openalex.org/W2532051796","https://openalex.org/W2739458637","https://openalex.org/W2903751886","https://openalex.org/W2946763628","https://openalex.org/W2999324101","https://openalex.org/W3025910995","https://openalex.org/W3046632788","https://openalex.org/W3046749264","https://openalex.org/W3091669230","https://openalex.org/W3092188032","https://openalex.org/W3113489746","https://openalex.org/W3117831634","https://openalex.org/W3118662692","https://openalex.org/W3122666126","https://openalex.org/W3123421333","https://openalex.org/W3124217563","https://openalex.org/W3124700334","https://openalex.org/W3137382654","https://openalex.org/W3163538110","https://openalex.org/W3194179024","https://openalex.org/W3212196450","https://openalex.org/W4206197972","https://openalex.org/W4207031931","https://openalex.org/W4223591741","https://openalex.org/W4224946876","https://openalex.org/W4226499766","https://openalex.org/W4281259700","https://openalex.org/W4281610695","https://openalex.org/W4283687173","https://openalex.org/W4284892495","https://openalex.org/W4285097938","https://openalex.org/W4285227279","https://openalex.org/W4285357662","https://openalex.org/W4289837827","https://openalex.org/W4292857385","https://openalex.org/W4293317552","https://openalex.org/W4297229651","https://openalex.org/W4303684342","https://openalex.org/W4306292482","https://openalex.org/W4306666664","https://openalex.org/W4306787035","https://openalex.org/W4307408803","https://openalex.org/W4307486628","https://openalex.org/W4309338528","https://openalex.org/W4309806454","https://openalex.org/W4310665149","https://openalex.org/W4311665272","https://openalex.org/W4313479967","https://openalex.org/W4313530033","https://openalex.org/W4318618412","https://openalex.org/W4321787242","https://openalex.org/W4323315716","https://openalex.org/W4366282665","https://openalex.org/W4367301680","https://openalex.org/W4383653203","https://openalex.org/W4384523630","https://openalex.org/W4385408072","https://openalex.org/W4385774198","https://openalex.org/W4386986276","https://openalex.org/W4387326086","https://openalex.org/W4387745359","https://openalex.org/W4388161214","https://openalex.org/W4388841173","https://openalex.org/W4389263567","https://openalex.org/W4389727478","https://openalex.org/W4390043139","https://openalex.org/W4390840576","https://openalex.org/W4396642248","https://openalex.org/W4401380099","https://openalex.org/W4405828569"],"related_works":["https://openalex.org/W4396867173","https://openalex.org/W2237334404","https://openalex.org/W7113368526","https://openalex.org/W4415984243","https://openalex.org/W7098422919","https://openalex.org/W3135670134","https://openalex.org/W2130339777","https://openalex.org/W6903051099","https://openalex.org/W4389923122","https://openalex.org/W3014835223"],"abstract_inverted_index":{"ABSTRACT":[0],"Sub\u2010saharan":[1],"Africa's":[2],"(SSA)":[3],"economy":[4,225],"is":[5,102,169,181],"slowly":[6],"recovering":[7],"from":[8,58,226],"the":[9,50,69,95,99,224,232,242],"COVID\u201019":[10],"pandemic,":[11],"which":[12,235],"has":[13,130],"led":[14],"to":[15,23,60,97,155,202,213,222],"a":[16,131,141,156,174,184],"global":[17],"economic":[18,51,138,162,188,208],"slowdown.":[19],"This":[20],"study":[21,65,106],"aims":[22],"investigate":[24],"whether":[25],"climate":[26,128,167,239],"change":[27,129,149,168,240],"factors,":[28],"such":[29],"as":[30,107],"temperature":[31,148,216],"and":[32,91,120,133,150,158,205,218,238],"carbon":[33],"dioxide":[34],"(CO":[35],"2":[36,152,220],")":[37],"emissions":[38,153,221],"along":[39],"with":[40,183],"technological":[41,179,197,236],"innovation":[42,180,198,237],"(measured":[43],"by":[44],"total":[45],"patent":[46],"applications)":[47],"can":[48,109],"predict":[49],"recovery":[52,171,189],"of":[53],"19":[54],"selected":[55],"SSA":[56,201,243],"countries":[57],"2000":[59],"2022.":[61],"To":[62],"address":[63,117],"this":[64,105],"gap,":[66],"we":[67],"use":[68],"kernel\u2010based":[70],"regularized":[71],"least":[72],"squares":[73],"(KRLS)":[74],"regression":[75],"not":[76],"previously":[77],"applied":[78],"in":[79,94,161,187,200],"studies":[80],"examining":[81],"these":[82],"relationships.":[83],"We":[84,229],"account":[85],"for":[86,104],"financial":[87],"development,":[88],"human":[89],"capital,":[90],"inflation":[92],"rates":[93],"model":[96,118],"enhance":[98],"analysis.":[100],"KRLS":[101],"well\u2010suited":[103],"it":[108],"handle":[110],"nonlinearity,":[111],"cross\u2010sectional":[112],"dependency,":[113],"reduce":[114],"misspecification":[115],"bias,":[116],"overfitting,":[119],"consider":[121],"variable":[122],"heterogeneity.":[123],"Our":[124],"results":[125],"show":[126],"that":[127,166],"negative":[132],"considerable":[134],"effect":[135],"on":[136,144,177,195],"SSA's":[137],"recovery.":[139],"Specifically,":[140],"1%":[142,175],"rise":[143,176],"average":[145,178],"annual":[146],"surface":[147,215],"CO":[151,219],"corresponds":[154],"0.17%":[157],"0.15%":[159],"decrease":[160],"recovery,":[163],"respectively,":[164],"indicating":[165],"impeding":[170],"efforts.":[172],"Conversely,":[173],"linked":[182],"0.18%":[185],"increase":[186],"(GDP).":[190],"Policy":[191],"recommendations":[192],"should":[193],"focus":[194],"reinforcing":[196],"strategies":[199],"foster":[203],"higher":[204],"more":[206],"sustainable":[207],"growth,":[209],"while":[210],"implementing":[211],"measures":[212],"mitigate":[214],"changes":[217],"safeguard":[223],"climate\u2010related":[227],"harm.":[228],"delve":[230],"into":[231],"mechanisms":[233],"through":[234],"affect":[241],"economy,":[244],"proposing":[245],"actionable":[246],"policy":[247],"insights.":[248]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2025-05-03T00:00:00"}