{"id":"https://openalex.org/W2170295243","doi":"https://doi.org/10.1061/(asce)te.1943-5436.0000794","title":"Effects of Missing Runway Performance Data on Maintenance Management Decision Making","display_name":"Effects of Missing Runway Performance Data on Maintenance Management Decision Making","publication_year":2015,"publication_date":"2015-06-19","ids":{"openalex":"https://openalex.org/W2170295243","doi":"https://doi.org/10.1061/(asce)te.1943-5436.0000794","mag":"2170295243"},"language":"en","primary_location":{"id":"doi:10.1061/(asce)te.1943-5436.0000794","doi":"https://doi.org/10.1061/(asce)te.1943-5436.0000794","is_oa":false,"landing_page_url":"https://doi.org/10.1061/(asce)te.1943-5436.0000794","pdf_url":null,"source":{"id":"https://openalex.org/S4210194109","display_name":"Journal of Transportation Engineering","issn_l":"0733-947X","issn":["0733-947X","1943-5436"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4310315747","host_organization_name":"American Society of Civil Engineers","host_organization_lineage":["https://openalex.org/P4310315747"],"host_organization_lineage_names":["American Society of Civil Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Transportation Engineering","raw_type":"journal-article"},"volume":null,"type":"article","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/A5028293885","display_name":"Javed Farhan","orcid":"https://orcid.org/0000-0002-5727-7452","observed_orcids":["https://orcid.org/0000-0002-5727-7452"]},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"J. Farhan","raw_affiliation_strings":["Research Fellow, Dept. of Civil and Environmental Engineering, National Univ. of Singapore, 10 Kent Ridge Crescent, Singapore 119260"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Fellow, Dept. of Civil and Environmental Engineering, National Univ. of Singapore, 10 Kent Ridge Crescent, Singapore 119260","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067462180","display_name":"Tien Fang Fwa","orcid":"https://orcid.org/0000-0002-4844-6074","observed_orcids":["https://orcid.org/0000-0002-4844-6074"]},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"T. F. Fwa","raw_affiliation_strings":["Professor, Dept. of Civil and Environmental Engineering, National Univ. of Singapore, 10 Kent Ridge Crescent, Singapore 119260 (corresponding author)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Professor, Dept. of Civil and Environmental Engineering, National Univ. of Singapore, 10 Kent Ridge Crescent, Singapore 119260 (corresponding author)","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I165932596"],"apc_list":null,"apc_paid":null,"fwci":0.5514,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.75760182,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"141","issue":"10","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.8374000191688538,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.8374000191688538,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"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/T10264","display_name":"Asphalt Pavement Performance Evaluation","score":0.03720000013709068,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"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/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.0364999994635582,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/missing-data","display_name":"missing data","score":0.9459999799728394},{"id":"https://openalex.org/keywords/missing-data-imputation","display_name":"missing data imputation","score":0.8410000205039978},{"id":"https://openalex.org/keywords/runway-pavement","display_name":"runway pavement","score":0.6069999933242798},{"id":"https://openalex.org/keywords/airport-pavement-management","display_name":"airport pavement management","score":0.7450000047683716},{"id":"https://openalex.org/keywords/runway-friction","display_name":"runway friction","score":0.7149999737739563},{"id":"https://openalex.org/keywords/maintenance-decision-making","display_name":"maintenance decision-making","score":0.6959999799728394},{"id":"https://openalex.org/keywords/pavement-performance-data","display_name":"pavement performance data","score":0.5440000295639038}],"concepts":[{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.9393520355224609},{"id":"https://openalex.org/C58041806","wikidata":"https://www.wikidata.org/wiki/Q1660484","display_name":"Imputation (statistics)","level":3,"score":0.8218658566474915},{"id":"https://openalex.org/C81155309","wikidata":"https://www.wikidata.org/wiki/Q184590","display_name":"Runway","level":2,"score":0.7767388820648193},{"id":"https://openalex.org/C2780996376","wikidata":"https://www.wikidata.org/wiki/Q1747460","display_name":"Pavement management","level":2,"score":0.5448061227798462},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.46907585859298706},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46709200739860535},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.453920841217041},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.42669111490249634},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.42480015754699707},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.4175402820110321},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3620336651802063},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3264370560646057},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21164444088935852},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.15405705571174622},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10002273321151733},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1061/(asce)te.1943-5436.0000794","doi":"https://doi.org/10.1061/(asce)te.1943-5436.0000794","is_oa":false,"landing_page_url":"https://doi.org/10.1061/(asce)te.1943-5436.0000794","pdf_url":null,"source":{"id":"https://openalex.org/S4210194109","display_name":"Journal of Transportation Engineering","issn_l":"0733-947X","issn":["0733-947X","1943-5436"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4310315747","host_organization_name":"American Society of Civil Engineers","host_organization_lineage":["https://openalex.org/P4310315747"],"host_organization_lineage_names":["American Society of Civil Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Transportation Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.7207000255584717},{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.4000000059604645}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W566708883","https://openalex.org/W1965674556","https://openalex.org/W1979620348","https://openalex.org/W1980864082","https://openalex.org/W2033360669","https://openalex.org/W2044758663","https://openalex.org/W2326945647","https://openalex.org/W2995702573","https://openalex.org/W4302598078"],"related_works":["https://openalex.org/W2028533189","https://openalex.org/W2338185626","https://openalex.org/W2033360669","https://openalex.org/W2504020628","https://openalex.org/W2571336575","https://openalex.org/W4405597018","https://openalex.org/W6884968560","https://openalex.org/W7219570506","https://openalex.org/W7204187718","https://openalex.org/W2977622754"],"abstract_inverted_index":{"A":[0],"problem":[1,34],"commonly":[2],"encountered":[3],"in":[4,49,94],"airport":[5,47,66],"pavement":[6,13,67,92],"management":[7],"is":[8,258],"how":[9,79],"to":[10,31,41,45,65,72,204,241],"deal":[11],"with":[12,18,63,111,151,169,187,229],"condition":[14],"and":[15,138,160,198],"performance":[16],"databases":[17],"various":[19],"extents":[20],"of":[21,35,53,82,96,109,114,127,143,147,154,163,172,208,220,227,232,237,248],"missing":[22,36,83,155,216,233,249],"data.":[23,174,217,234],"While":[24],"robust":[25],"imputation":[26,57],"techniques":[27],"are":[28,39],"now":[29],"available":[30,44],"handle":[32],"the":[33,51,60,74,87,100,123,170,188,193,206,221,238,242,246,254,262,266],"data,":[37,184],"there":[38],"little":[40],"no":[42],"guidelines":[43],"assist":[46],"engineers":[48],"evaluating":[50],"level":[52,142],"impact":[54],"that":[55,244],"data":[56,84,103,110,120,149,156,180,196,213,250],"has":[58],"on":[59,192],"decisions":[61],"made":[62],"respect":[64],"maintenance.":[68],"This":[69],"research":[70],"attempts":[71],"address":[73],"aforementioned":[75],"issue":[76],"by":[77],"analyzing":[78],"different":[80,152],"degrees":[81,113],"would":[85],"affect":[86],"maintenance":[88,166,177,209,256],"decision":[89],"concerning":[90],"runway":[91,101,164],"sections":[93],"need":[95],"friction":[97,102,165],"improvement.":[98],"Using":[99],"sample":[104],"for":[105],"illustration,":[106],"200":[107],"sets":[108,121,150,181,214],"varying":[112],"missingness":[115],"were":[116,157,167,185],"generated.":[117],"The":[118,175,218],"generated":[119],"cover":[122],"following":[124],"10":[125],"levels":[126],"missingness:":[128],"5.55,":[129],"16.66,":[130],"25,":[131],"36.11,":[132],"44.44,":[133],"55.55,":[134],"66.66,":[135],"75,":[136],"86.11,":[137],"91.66%.":[139],"For":[140],"each":[141],"missingness,":[144],"a":[145,224],"total":[146],"20":[148,161],"patterns":[153],"randomly":[158],"generated,":[159],"plans":[162,210],"derived":[168,176,211,255],"help":[171],"imputed":[173,183],"plans,":[178],"using":[179,212],"containing":[182,215],"compared":[186],"actual":[189,263],"plan":[190,257,264],"based":[191],"original":[194],"complete":[195],"set,":[197],"statistical":[199],"hypothesis":[200],"testing":[201],"was":[202],"performed":[203],"determine":[205],"reliability":[207,228],"results":[219,239],"analysis":[222,236],"indicated":[223],"declining":[225],"trend":[226],"increasing":[230],"extent":[231],"Subsequent":[235],"led":[240],"conclusion":[243],"if":[245],"proportion":[247],"remains":[251],"under":[252],"40%,":[253],"statistically":[259],"indifferent":[260],"from":[261],"at":[265],"95%":[267],"confidence":[268],"level.":[269]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-09-22T06:50:58.402377","created_date":"2016-06-24T00:00:00"}