{"id":"https://openalex.org/W2914292702","doi":null,"title":"Leadership and Economic Growth: A Text Analytics Approach","display_name":"Leadership and Economic Growth: A Text Analytics Approach","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2914292702","mag":"2914292702"},"language":"en","primary_location":{"id":"pmh:oai:digitalcommons.unl.edu:dissertations-15638","doi":null,"is_oa":false,"landing_page_url":"https://digitalcommons.unl.edu/dissertations/AAI13420167","pdf_url":null,"source":{"id":"https://openalex.org/S4306400577","display_name":"Lincoln (University of Nebraska)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I114395901","host_organization_name":"University of Nebraska\u2013Lincoln","host_organization_lineage":["https://openalex.org/I114395901"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ETD collection for University of Nebraska-Lincoln","raw_type":"text"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"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/A5069239997","display_name":"Salfo Bikienga","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Salfo Bikienga","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5069239997"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"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/T13910","display_name":"Computational and Text Analysis Methods","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"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/T13910","display_name":"Computational and Text Analysis Methods","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"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/T11621","display_name":"Fiscal Policies and Political Economy","score":0.00019999999494757503,"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/T12312","display_name":"Culture, Economy, and Development Studies","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/3303","display_name":"Development"},"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/political-leadership","display_name":"political leadership","score":0.9980000257492065},{"id":"https://openalex.org/keywords/economic-growth","display_name":"economic growth","score":0.9629999995231628},{"id":"https://openalex.org/keywords/state-governors","display_name":"state governors","score":0.5649999976158142},{"id":"https://openalex.org/keywords/state-of-the-state-address","display_name":"state of the state address","score":0.843999981880188},{"id":"https://openalex.org/keywords/public-speaking","display_name":"public speaking","score":0.33799999952316284},{"id":"https://openalex.org/keywords/topic-modeling","display_name":"topic modeling","score":0.6809999942779541},{"id":"https://openalex.org/keywords/latent-dirichlet-allocation","display_name":"latent Dirichlet allocation","score":0.7450000047683716},{"id":"https://openalex.org/keywords/correlated-topic-model","display_name":"correlated topic model","score":0.6909999847412109},{"id":"https://openalex.org/keywords/canonical-correlation-analysis","display_name":"canonical correlation analysis","score":0.777999997138977},{"id":"https://openalex.org/keywords/policy-priorities","display_name":"policy priorities","score":0.4449999928474426},{"id":"https://openalex.org/keywords/economic-performance","display_name":"economic performance","score":0.48500001430511475}],"concepts":[{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6048398017883301},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.49204394221305847},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41098690032958984}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:digitalcommons.unl.edu:dissertations-15638","doi":null,"is_oa":false,"landing_page_url":"https://digitalcommons.unl.edu/dissertations/AAI13420167","pdf_url":null,"source":{"id":"https://openalex.org/S4306400577","display_name":"Lincoln (University of Nebraska)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I114395901","host_organization_name":"University of Nebraska\u2013Lincoln","host_organization_lineage":["https://openalex.org/I114395901"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ETD collection for University of Nebraska-Lincoln","raw_type":"text"},{"id":"mag:2914292702","doi":null,"is_oa":false,"landing_page_url":"https://digitalcommons.unl.edu/cgi/viewcontent.cgi?article=15638&context=dissertations","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":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1555148682","https://openalex.org/W1562839867","https://openalex.org/W1612003148","https://openalex.org/W1880262756","https://openalex.org/W2008644931","https://openalex.org/W2009659525","https://openalex.org/W2044156198","https://openalex.org/W2054165135","https://openalex.org/W2085876410","https://openalex.org/W2103555378","https://openalex.org/W2127968802","https://openalex.org/W2133757074","https://openalex.org/W2135805780","https://openalex.org/W2136175947","https://openalex.org/W2144874182","https://openalex.org/W2148752429","https://openalex.org/W2153383412","https://openalex.org/W2155419203","https://openalex.org/W2250773804","https://openalex.org/W2334675978","https://openalex.org/W3124164738","https://openalex.org/W3126081245"],"related_works":["https://openalex.org/W3025964769","https://openalex.org/W578605988","https://openalex.org/W4283824861","https://openalex.org/W2793379757","https://openalex.org/W7138230516","https://openalex.org/W7077169824","https://openalex.org/W2971296170","https://openalex.org/W2323472365","https://openalex.org/W7096144255","https://openalex.org/W7100090278"],"abstract_inverted_index":{"Conventional":[0],"wisdom":[1],"among":[2],"the":[3,12,36,42,53,67,75,104,115,150,155,159,201,231,237,241,279,292,297,300],"general":[4],"public":[5,96],"is":[6,100],"that":[7,30,79,88,133,154,179,191,261,268,289],"political":[8,56,71],"leadership":[9,57],"matters":[10],"for":[11,23],"economy.":[13,43,76],"However,":[14],"economists":[15],"have":[16],"been":[17],"slow":[18],"in":[19,34,58,94,111,158,175,207],"providing":[20,240],"empirical":[21,28],"evidence":[22,29,132],"such":[24],"claim.":[25],"The":[26,118,169],"little":[27],"exists":[31],"falls":[32],"short":[33],"explaining":[35],"mechanism":[37,68],"by":[38,69,152],"which":[39,70],"leaders":[40,72,81],"affect":[41,74],"This":[44],"dissertation":[45,177,206],"proposes":[46],"a":[47,63,126,180,220,284],"text":[48],"analytics":[49],"approach":[50,151,170],"to":[51,65,84,102,124,183,224,259,282],"studying":[52],"role":[54],"of":[55,106,114,139,164,204,216,234,239,244],"economic":[59,85,140,184,273,303],"performance,":[60],"and":[61,87,172,190,196,256,267,296,302],"suggests":[62],"pathway":[64],"understanding":[66],"may":[73],"It":[77],"posits":[78],"good":[80],"are":[82,121],"committed":[83],"performance":[86,185],"this":[89,176,192,205,309],"commitment":[90,182,193],"will":[91],"be":[92,187,265],"evident":[93],"their":[95,112],"announcements.":[97],"Topic":[98],"modeling":[99,287],"employed":[101],"quantify":[103],"priorities":[105,120,136,263,271],"U.S":[107],"governors,":[108],"as":[109],"expressed":[110],"State":[113,116],"Addresses.":[117],"estimated":[119],"then":[122],"used":[123],"construct":[125],"consistency":[127,134,269],"measure.":[128],"We":[129],"find":[130],"strong":[131],"on":[135,278],"predicts":[137,272],"measures":[138,163],"performance.":[141,274],"Using":[142],"classical":[143,257],"Canonical":[144],"Correlation":[145],"Analysis":[146],"(CCA),":[147],"we":[148],"validate":[149],"showing":[153],"thematic":[156],"contents":[157],"speeches":[160],"mirror":[161],"objective":[162],"actual":[165],"future":[166],"state":[167],"budgets.":[168],"developed":[171],"expounded":[173],"upon":[174],"shows":[178],"leader\u2019s":[181],"can":[186,264],"measured":[188],"objectively":[189],"has":[194],"real":[195],"measurable":[197],"consequences.":[198],"After":[199],"motivating":[200],"research":[202],"goals":[203],"Chapter":[208,210,228,245,247,275,306],"1,":[209],"2":[211],"offers":[212],"an":[213],"extensive":[214],"survey":[215],"topic":[217,226,286],"modeling,":[218],"from":[219],"multivariate":[221],"regression":[222],"perspective":[223],"correlated":[225],"modeling.":[227],"3":[229],"reviews":[230],"Bayesian":[232,253],"treatment":[233],"CCA":[235,258],"with":[236],"aim":[238],"building":[242],"blocks":[243],"5.":[246],"4":[248],"applies":[249],"Latent":[250],"Dirichlet":[251],"Allocation,":[252],"linear":[254],"regression,":[255],"show":[260],"leaders'":[262],"measured,":[266],"over":[270],"5":[276],"builds":[277],"previous":[280],"chapters":[281],"propose":[283],"supervised":[285],"algorithm":[288],"simultaneously":[290],"estimates":[291],"topics":[293],"within":[294],"documents":[295],"association":[298],"between":[299],"themes":[301],"outcome":[304],"variables.":[305],"6":[307],"summarizes":[308],"dissertation.":[310]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2019-02-21T00:00:00"}
