{"id":"https://openalex.org/W4389780946","doi":"https://doi.org/10.1145/3616712.3616748","title":"Thailand Gross Provincial Product Growth in Spatial Regression Models","display_name":"Thailand Gross Provincial Product Growth in Spatial Regression Models","publication_year":2023,"publication_date":"2023-07-21","ids":{"openalex":"https://openalex.org/W4389780946","doi":"https://doi.org/10.1145/3616712.3616748"},"language":"en","primary_location":{"id":"doi:10.1145/3616712.3616748","doi":"https://doi.org/10.1145/3616712.3616748","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3616712.3616748","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3616712.3616748","source":{"id":"https://openalex.org/S7407086226","display_name":"International Conference on E-business, Management and Economics (ICEME)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 14th International Conference on E-business, Management and Economics","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3616712.3616748","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034508495","display_name":"Adirek Vajrapatkul","orcid":"https://orcid.org/0000-0002-6348-8977","observed_orcids":["https://orcid.org/0000-0002-6348-8977"]},"institutions":[{"id":"https://openalex.org/I60697786","display_name":"Sukhothai Thammathirat Open University","ror":"https://ror.org/00epajq42","country_code":"TH","type":"education","lineage":["https://openalex.org/I60697786"]}],"countries":["TH"],"is_corresponding":true,"raw_author_name":"Adirek Vajrapatkul","raw_affiliation_strings":["School of Economics, Sukhothai Thammathirat Open University, Thailand"],"raw_orcid":"https://orcid.org/0000-0002-6348-8977","affiliations":[{"raw_affiliation_string":"School of Economics, Sukhothai Thammathirat Open University, Thailand","institution_ids":["https://openalex.org/I60697786"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5034508495"],"corresponding_institution_ids":["https://openalex.org/I60697786"],"apc_list":null,"apc_paid":null,"fwci":1.7228,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.80656404,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"363","last_page":"367"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14051","display_name":"Regional Economic Trends and Sectoral Structure","score":0.7821999788284302,"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/T14051","display_name":"Regional Economic Trends and Sectoral Structure","score":0.7821999788284302,"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/T11911","display_name":"Spatial and Panel Data Analysis","score":0.10939999669790268,"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/T12446","display_name":"Economic Growth and Fiscal Policies","score":0.039500001817941666,"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/provincial-economic-growth","display_name":"provincial economic growth","score":0.7870000004768372},{"id":"https://openalex.org/keywords/formal-employment","display_name":"formal employment","score":0.656000018119812},{"id":"https://openalex.org/keywords/provincial-investment","display_name":"provincial investment","score":0.5320000052452087},{"id":"https://openalex.org/keywords/location-effects","display_name":"location effects","score":0.5920000076293945},{"id":"https://openalex.org/keywords/spatial-regression","display_name":"spatial regression","score":0.453000009059906},{"id":"https://openalex.org/keywords/regional-economic-inequality","display_name":"regional economic disparities","score":0.5910000205039978},{"id":"https://openalex.org/keywords/thailand-provinces","display_name":"Thailand provinces","score":0.5410000085830688},{"id":"https://openalex.org/keywords/gdp-per-capita","display_name":"GDP per capita","score":0.5249999761581421}],"concepts":[{"id":"https://openalex.org/C114350782","wikidata":"https://www.wikidata.org/wiki/Q12638","display_name":"Gross domestic product","level":2,"score":0.8986262083053589},{"id":"https://openalex.org/C127598652","wikidata":"https://www.wikidata.org/wiki/Q558635","display_name":"Per capita","level":3,"score":0.7944942712783813},{"id":"https://openalex.org/C27548731","wikidata":"https://www.wikidata.org/wiki/Q88272","display_name":"Investment (military)","level":3,"score":0.6390365958213806},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.6310458183288574},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.6174790263175964},{"id":"https://openalex.org/C99656134","wikidata":"https://www.wikidata.org/wiki/Q2912993","display_name":"Ordinary least squares","level":2,"score":0.6021075248718262},{"id":"https://openalex.org/C110246401","wikidata":"https://www.wikidata.org/wiki/Q6803767","display_name":"Gross national income","level":3,"score":0.5934012532234192},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4870498478412628},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.43202805519104004},{"id":"https://openalex.org/C48824518","wikidata":"https://www.wikidata.org/wiki/Q396340","display_name":"Agricultural economics","level":1,"score":0.41049572825431824},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.36686086654663086},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.35190635919570923},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.33918946981430054},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.3116561770439148},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.21535959839820862},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16144269704818726},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.1287950873374939},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.11109274625778198},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0663885772228241},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3616712.3616748","doi":"https://doi.org/10.1145/3616712.3616748","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3616712.3616748","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3616712.3616748","source":{"id":"https://openalex.org/S7407086226","display_name":"International Conference on E-business, Management and Economics (ICEME)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 14th International Conference on E-business, Management and Economics","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3616712.3616748","doi":"https://doi.org/10.1145/3616712.3616748","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3616712.3616748","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3616712.3616748","source":{"id":"https://openalex.org/S7407086226","display_name":"International Conference on E-business, Management and Economics (ICEME)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 14th International Conference on E-business, Management and Economics","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":1.0},{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5378999710083008}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4389780946.pdf","grobid_xml":"https://content.openalex.org/works/W4389780946.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W2906438653","https://openalex.org/W2943816356","https://openalex.org/W2992384404","https://openalex.org/W3001527893","https://openalex.org/W3016704915","https://openalex.org/W3113624005","https://openalex.org/W3158769121","https://openalex.org/W3164658282","https://openalex.org/W3170041568","https://openalex.org/W3207739335","https://openalex.org/W3210800870","https://openalex.org/W4205146370","https://openalex.org/W4205179419","https://openalex.org/W4205953229","https://openalex.org/W4221003051","https://openalex.org/W6922120124","https://openalex.org/W6931322514"],"related_works":["https://openalex.org/W7084983196","https://openalex.org/W4404555417","https://openalex.org/W4389132347","https://openalex.org/W7219310659","https://openalex.org/W3016704915","https://openalex.org/W2800755926","https://openalex.org/W2802579881","https://openalex.org/W4391497831","https://openalex.org/W1535171907","https://openalex.org/W7215841535"],"abstract_inverted_index":{"This":[0],"study":[1],"investigated":[2],"the":[3,6,11,17,52,66,80,83],"effects":[4],"of":[5,8,51,68,85],"number":[7,84],"workers":[9],"in":[10,16,26,32,95],"formal":[12,86],"system,":[13],"fund":[14],"investment":[15,78],"provinces,":[18],"and":[19,41,45,88],"location":[20],"on":[21,65],"provincial":[22,99],"product":[23,100],"per":[24,101],"capita":[25],"Thailand.":[27],"Data":[28],"for":[29],"77":[30],"provinces":[31,94],"2020":[33],"was":[34],"accessed":[35],"from":[36],"Thailand's":[37],"National":[38],"Statistical":[39],"Office":[40],"analyzed":[42],"using":[43],"OLS":[44],"spatial":[46],"regression":[47],"models.":[48],"The":[49],"results":[50],"two":[53],"models":[54],"showed":[55],"that":[56],"all":[57],"three":[58],"factors":[59],"had":[60],"a":[61],"significant":[62],"positive":[63],"impact":[64],"level":[67],"gross":[69],"domestic":[70],"product.":[71],"It":[72],"is,":[73],"therefore,":[74],"recommended":[75],"to":[76,92,97],"induce":[77],"into":[79],"province,":[81],"increase":[82,98],"workers,":[87],"tailor":[89],"specific":[90],"policies":[91],"particular":[93],"order":[96],"capita.":[102]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2023-12-16T00:00:00"}