{"id":"https://openalex.org/W4415974851","doi":"https://doi.org/10.1016/j.procs.2025.09.143","title":"The Dynamics of Undeveloped Land Prices in Szczecin: A Hedonic Analysis","display_name":"The Dynamics of Undeveloped Land Prices in Szczecin: A Hedonic Analysis","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4415974851","doi":"https://doi.org/10.1016/j.procs.2025.09.143"},"language":"en","primary_location":{"id":"doi:10.1016/j.procs.2025.09.143","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2025.09.143","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1016/j.procs.2025.09.143","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5120285563","display_name":"Micha\u0142 Frej","orcid":"https://orcid.org/0000-0002-9827-2615"},"institutions":[{"id":"https://openalex.org/I104588304","display_name":"University of Szczecin","ror":"https://ror.org/05vmz5070","country_code":"PL","type":"education","lineage":["https://openalex.org/I104588304"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Micha\u0142 Frej","raw_affiliation_strings":["University Of Szczecin, Institute of Economics and Finance,A. Mickewicza 64, Szczecin 71-101, Poland"],"raw_orcid":"https://orcid.org/0000-0002-9827-2615","affiliations":[{"raw_affiliation_string":"University Of Szczecin, Institute of Economics and Finance,A. Mickewicza 64, Szczecin 71-101, Poland","institution_ids":["https://openalex.org/I104588304"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5120285563"],"corresponding_institution_ids":["https://openalex.org/I104588304"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.35330533,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"270","issue":null,"first_page":"242","last_page":"251"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10632","display_name":"Housing Market and Economics","score":0.6823999881744385,"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/T10632","display_name":"Housing Market and Economics","score":0.6823999881744385,"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/T12698","display_name":"3D Modeling in Geospatial Applications","score":0.06710000336170197,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":0.040300000458955765,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/quantile-regression","display_name":"Quantile regression","score":0.7864000201225281},{"id":"https://openalex.org/keywords/ordinary-least-squares","display_name":"Ordinary least squares","score":0.746999979019165},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.629800021648407},{"id":"https://openalex.org/keywords/hedonic-regression","display_name":"Hedonic regression","score":0.6269000172615051},{"id":"https://openalex.org/keywords/index","display_name":"Index (typography)","score":0.5590000152587891},{"id":"https://openalex.org/keywords/hedonic-pricing","display_name":"Hedonic pricing","score":0.4823000133037567},{"id":"https://openalex.org/keywords/quantile","display_name":"Quantile","score":0.47600001096725464},{"id":"https://openalex.org/keywords/price-index","display_name":"Price index","score":0.4625999927520752},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4564000070095062}],"concepts":[{"id":"https://openalex.org/C63817138","wikidata":"https://www.wikidata.org/wiki/Q3455889","display_name":"Quantile regression","level":2,"score":0.7864000201225281},{"id":"https://openalex.org/C99656134","wikidata":"https://www.wikidata.org/wiki/Q2912993","display_name":"Ordinary least squares","level":2,"score":0.746999979019165},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.6899999976158142},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.629800021648407},{"id":"https://openalex.org/C2778479189","wikidata":"https://www.wikidata.org/wiki/Q388056","display_name":"Hedonic regression","level":2,"score":0.6269000172615051},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.5590000152587891},{"id":"https://openalex.org/C2994591601","wikidata":"https://www.wikidata.org/wiki/Q388056","display_name":"Hedonic pricing","level":2,"score":0.4823000133037567},{"id":"https://openalex.org/C118671147","wikidata":"https://www.wikidata.org/wiki/Q578714","display_name":"Quantile","level":2,"score":0.47600001096725464},{"id":"https://openalex.org/C178131030","wikidata":"https://www.wikidata.org/wiki/Q631360","display_name":"Price index","level":2,"score":0.4625999927520752},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4564000070095062},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4514000117778778},{"id":"https://openalex.org/C193156294","wikidata":"https://www.wikidata.org/wiki/Q1593293","display_name":"Hedonic index","level":3,"score":0.44780001044273376},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.4442000091075897},{"id":"https://openalex.org/C75949130","wikidata":"https://www.wikidata.org/wiki/Q848010","display_name":"Database transaction","level":2,"score":0.43209999799728394},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.42100000381469727},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.40939998626708984},{"id":"https://openalex.org/C127722929","wikidata":"https://www.wikidata.org/wiki/Q7833714","display_name":"Transaction data","level":3,"score":0.37119999527931213},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.364300012588501},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.3149999976158142},{"id":"https://openalex.org/C34881761","wikidata":"https://www.wikidata.org/wiki/Q1936341","display_name":"Price level","level":2,"score":0.30070000886917114},{"id":"https://openalex.org/C109913693","wikidata":"https://www.wikidata.org/wiki/Q5164708","display_name":"Consumer price index (South Africa)","level":3,"score":0.29840001463890076},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2937000095844269},{"id":"https://openalex.org/C2993127880","wikidata":"https://www.wikidata.org/wiki/Q512599","display_name":"Land price","level":2,"score":0.2791000008583069},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.2759999930858612},{"id":"https://openalex.org/C64112148","wikidata":"https://www.wikidata.org/wiki/Q160151","display_name":"Market price","level":2,"score":0.27149999141693115},{"id":"https://openalex.org/C167651023","wikidata":"https://www.wikidata.org/wiki/Q1474611","display_name":"Plot (graphics)","level":2,"score":0.26589998602867126},{"id":"https://openalex.org/C184603391","wikidata":"https://www.wikidata.org/wiki/Q60738778","display_name":"Land-use planning","level":3,"score":0.25099998712539673},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.2502000033855438}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.procs.2025.09.143","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2025.09.143","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.procs.2025.09.143","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2025.09.143","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W70484867","https://openalex.org/W1844236883","https://openalex.org/W1978787692","https://openalex.org/W2018405094","https://openalex.org/W2023352794","https://openalex.org/W2051688880","https://openalex.org/W2073153981","https://openalex.org/W2094682043","https://openalex.org/W2512711252","https://openalex.org/W3083323256","https://openalex.org/W3120603267","https://openalex.org/W3122359791","https://openalex.org/W3123218732","https://openalex.org/W3126101838","https://openalex.org/W3168612234","https://openalex.org/W4231090617","https://openalex.org/W4282918558","https://openalex.org/W4311692372","https://openalex.org/W4404835286"],"related_works":[],"abstract_inverted_index":{"Objective:":[0],"This":[1],"study":[2],"aims":[3],"to":[4,77,88,160,228],"evaluate":[5],"the":[6,27,48,59,98,112,122,140,148,177,185,206,226,235],"suitability":[7],"of":[8,29,61,187,237],"hedonic":[9],"and":[10,37,55,73,104,147,164,189,212,221],"quantile":[11,74,167],"regression":[12,75,123,168,195],"models":[13,76],"for":[14,81,102,208],"constructing":[15],"land":[16,42,62,83,174,200],"price":[17,63,79,127,135,154,239],"indices":[18,80,118],"in":[19,58,84,144,150,173,182,198],"urban":[20,190,231],"markets":[21,232],"with":[22,125,139],"limited":[23],"transaction":[24],"data.":[25],"Using":[26],"case":[28],"Szczecin,":[30],"Poland,":[31],"it":[32],"investigates":[33],"how":[34],"structural,":[35],"locational,":[36],"infrastructural":[38],"characteristics":[39],"influence":[40],"undeveloped":[41,82],"prices.":[43],"The":[44,66,90,131,166,203],"findings":[45,132],"help":[46],"clarify":[47],"relationship":[49],"between":[50],"data":[51,210],"quality,":[52],"model":[53,169],"specification,":[54],"index":[56,142],"reliability":[57],"context":[60],"monitoring.":[64],"Methods:":[65],"research":[67],"employs":[68],"Ordinary":[69],"Least":[70],"Squares":[71],"(OLS)":[72],"estimate":[78],"Szczecin":[85,99],"from":[86,97,121],"2020":[87],"2022.":[89,152],"dataset,":[91],"comprising":[92],"290":[93],"transactions,":[94],"was":[95,109],"sourced":[96],"Municipal":[100],"Center":[101],"Geodesy":[103],"Cartography":[105],"Documentation.":[106],"Data":[107],"cleaning":[108],"performed":[110],"using":[111],"Interquartile":[113],"Range":[114],"(IQR)":[115],"method.":[116],"Price":[117],"were":[119],"derived":[120],"models,":[124],"quarterly":[126],"changes":[128],"analyzed.":[129],"Results:":[130],"indicate":[133],"significant":[134],"variations":[136],"over":[137],"time,":[138],"highest":[141],"recorded":[143],"Q1":[145],"2022":[146],"lowest":[149],"Q3":[151],"Key":[153],"determinants":[155],"include":[156],"plot":[157],"size,":[158],"access":[159],"utilities,":[161],"transport":[162],"accessibility,":[163],"location.":[165],"better":[170],"captured":[171],"heterogeneity":[172],"pricing":[175,183],"than":[176],"OLS":[178],"model.":[179],"Spatial":[180],"differences":[181],"confirmed":[184],"importance":[186],"infrastructure":[188],"planning":[191],"factors.":[192],"Conclusion:":[193],"Hedonic":[194],"proves":[196],"effective":[197],"monitoring":[199],"market":[201],"dynamics.":[202],"results":[204],"highlight":[205],"necessity":[207],"improved":[209],"accessibility":[211],"suggest":[213],"that":[214],"future":[215],"studies":[216],"incorporate":[217],"machine":[218],"learning":[219],"techniques":[220],"broader":[222],"geographical":[223],"comparisons.":[224],"Expanding":[225],"analysis":[227],"other":[229],"Polish":[230],"could":[233],"enhance":[234],"understanding":[236],"long-term":[238],"trends":[240]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-11-06T00:00:00"}