{"id":"https://openalex.org/W2616235215","doi":"https://doi.org/10.1007/s10257-017-0343-1","title":"A cross-sector analysis of human and organisational factors in the deployment of data-driven predictive maintenance","display_name":"A cross-sector analysis of human and organisational factors in the deployment of data-driven predictive maintenance","publication_year":2017,"publication_date":"2017-05-22","ids":{"openalex":"https://openalex.org/W2616235215","doi":"https://doi.org/10.1007/s10257-017-0343-1","mag":"2616235215"},"language":"en","primary_location":{"id":"doi:10.1007/s10257-017-0343-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10257-017-0343-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10257-017-0343-1.pdf","source":{"id":"https://openalex.org/S56271844","display_name":"Information Systems and e-Business Management","issn_l":"1617-9846","issn":["1617-9846","1617-9854"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Systems and e-Business Management","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10257-017-0343-1.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032071025","display_name":"David Golightly","orcid":"https://orcid.org/0000-0002-0819-276X"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"David Golightly","raw_affiliation_strings":["Human Factors Research Group, Faculty of Engineering, University of Nottingham, Nottingham, NG7 2RD, UK"],"raw_orcid":"https://orcid.org/0000-0002-0819-276X","affiliations":[{"raw_affiliation_string":"Human Factors Research Group, Faculty of Engineering, University of Nottingham, Nottingham, NG7 2RD, UK","institution_ids":["https://openalex.org/I142263535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074383362","display_name":"Genovefa Kefalidou","orcid":"https://orcid.org/0000-0002-2889-7564"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Genovefa Kefalidou","raw_affiliation_strings":["Human Factors Research Group, Faculty of Engineering, University of Nottingham, Nottingham, NG7 2RD, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Human Factors Research Group, Faculty of Engineering, University of Nottingham, Nottingham, NG7 2RD, UK","institution_ids":["https://openalex.org/I142263535"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054151701","display_name":"Sarah Sharples","orcid":"https://orcid.org/0000-0003-0288-915X"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sarah Sharples","raw_affiliation_strings":["Human Factors Research Group, Faculty of Engineering, University of Nottingham, Nottingham, NG7 2RD, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Human Factors Research Group, Faculty of Engineering, University of Nottingham, Nottingham, NG7 2RD, UK","institution_ids":["https://openalex.org/I142263535"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5032071025"],"corresponding_institution_ids":["https://openalex.org/I142263535"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2790},"apc_paid":{"value":2190,"currency":"EUR","value_usd":2790},"fwci":6.9528,"has_fulltext":true,"cited_by_count":35,"citation_normalized_percentile":{"value":0.9639219,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"16","issue":"3","first_page":"627","last_page":"648"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13690","display_name":"Quality and Safety in Healthcare","score":0.9883999824523926,"subfield":{"id":"https://openalex.org/subfields/3607","display_name":"Medical Laboratory Technology"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T13690","display_name":"Quality and Safety in Healthcare","score":0.9883999824523926,"subfield":{"id":"https://openalex.org/subfields/3607","display_name":"Medical Laboratory Technology"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10809","display_name":"Occupational Health and Safety Research","score":0.9787999987602234,"subfield":{"id":"https://openalex.org/subfields/3614","display_name":"Radiological and Ultrasound Technology"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10780","display_name":"Reliability and Maintenance Optimization","score":0.9779999852180481,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.779604434967041},{"id":"https://openalex.org/keywords/asset-management","display_name":"Asset management","score":0.6055582761764526},{"id":"https://openalex.org/keywords/asset","display_name":"Asset (computer security)","score":0.5970800518989563},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.5703691840171814},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.5616069436073303},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.49581751227378845},{"id":"https://openalex.org/keywords/it-asset-management","display_name":"IT asset management","score":0.44781753420829773},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.42539775371551514},{"id":"https://openalex.org/keywords/supply-chain-management","display_name":"Supply chain management","score":0.4151405692100525},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.39908367395401},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.385959655046463},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.368646502494812},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.24283790588378906},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.20680081844329834},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.11559632420539856},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.1051517128944397}],"concepts":[{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.779604434967041},{"id":"https://openalex.org/C2776517139","wikidata":"https://www.wikidata.org/wiki/Q873442","display_name":"Asset management","level":2,"score":0.6055582761764526},{"id":"https://openalex.org/C76178495","wikidata":"https://www.wikidata.org/wiki/Q4808784","display_name":"Asset (computer security)","level":2,"score":0.5970800518989563},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.5703691840171814},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.5616069436073303},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.49581751227378845},{"id":"https://openalex.org/C149199144","wikidata":"https://www.wikidata.org/wiki/Q60750670","display_name":"IT asset management","level":3,"score":0.44781753420829773},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.42539775371551514},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.4151405692100525},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39908367395401},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.385959655046463},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.368646502494812},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.24283790588378906},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.20680081844329834},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.11559632420539856},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.1051517128944397},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1007/s10257-017-0343-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10257-017-0343-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10257-017-0343-1.pdf","source":{"id":"https://openalex.org/S56271844","display_name":"Information Systems and e-Business Management","issn_l":"1617-9846","issn":["1617-9846","1617-9854"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Systems and e-Business Management","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:infsem:v:16:y:2018:i:3:d:10.1007_s10257-017-0343-1","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10257-017-0343-1","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:eprint.ncl.ac.uk:258500","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402485","display_name":"Newcastle University ePrints (Newcastle Univesity)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I84884186","host_organization_name":"Newcastle University","host_organization_lineage":["https://openalex.org/I84884186"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:oai:eprints.nottingham.ac.uk:43061","is_oa":true,"landing_page_url":"http://eprints.nottingham.ac.uk/43061/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402013","display_name":"Nottingham ePrints (University of Nottingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I142263535","host_organization_name":"University of Nottingham","host_organization_lineage":["https://openalex.org/I142263535"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:lra.le.ac.uk:2381/42140","is_oa":true,"landing_page_url":"https://link.springer.com/article/10.1007%2Fs10257-017-0343-1","pdf_url":null,"source":{"id":"https://openalex.org/S4306402365","display_name":"Leicester Research Archive (University of Leicester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I153648349","host_organization_name":"University of Leicester","host_organization_lineage":["https://openalex.org/I153648349"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:nottingham-repository.worktribe.com:861441","is_oa":true,"landing_page_url":"https://nottingham-repository.worktribe.com/output/861441","pdf_url":null,"source":{"id":"https://openalex.org/S4306402483","display_name":"Repository@Nottingham (University of Nottingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I142263535","host_organization_name":"University of Nottingham","host_organization_lineage":["https://openalex.org/I142263535"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.1007/s10257-017-0343-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10257-017-0343-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10257-017-0343-1.pdf","source":{"id":"https://openalex.org/S56271844","display_name":"Information Systems and e-Business Management","issn_l":"1617-9846","issn":["1617-9846","1617-9854"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Systems and e-Business Management","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5105614881","display_name":"A People Centred Approach to Intelligent, Proactive, Predictive (PCIPP) Asset Management using Remote Condition Monitoring Data","funder_award_id":"101698","funder_id":"https://openalex.org/F4320335087","funder_display_name":"Innovate UK"}],"funders":[{"id":"https://openalex.org/F4320335087","display_name":"Innovate UK","ror":"https://ror.org/05ar5fy68"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2616235215.pdf","grobid_xml":"https://content.openalex.org/works/W2616235215.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W640843756","https://openalex.org/W1523532444","https://openalex.org/W1875645535","https://openalex.org/W1914358536","https://openalex.org/W1971580169","https://openalex.org/W1985418608","https://openalex.org/W1992464766","https://openalex.org/W2013593749","https://openalex.org/W2016746297","https://openalex.org/W2041964495","https://openalex.org/W2043445622","https://openalex.org/W2044049559","https://openalex.org/W2049465531","https://openalex.org/W2058077725","https://openalex.org/W2080357303","https://openalex.org/W2081634765","https://openalex.org/W2101446126","https://openalex.org/W2104341375","https://openalex.org/W2113865511","https://openalex.org/W2156359977","https://openalex.org/W2162739315","https://openalex.org/W2163520596","https://openalex.org/W2264642619","https://openalex.org/W2410148191","https://openalex.org/W2486245651","https://openalex.org/W2513659110","https://openalex.org/W2522099339","https://openalex.org/W2550093786","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2330719576","https://openalex.org/W2055494473","https://openalex.org/W2001786309","https://openalex.org/W1584262783","https://openalex.org/W2125472120","https://openalex.org/W4288046171","https://openalex.org/W4312893939","https://openalex.org/W3009911173","https://openalex.org/W2898593553","https://openalex.org/W2377548646"],"abstract_inverted_index":{"Domains":[0],"such":[1,75,87],"as":[2,76,88,131],"utilities,":[3],"power":[4],"generation,":[5],"manufacturing":[6],"and":[7,17,26,52,84,108,144,147,149,184,203,232],"transport":[8],"are":[9,129,221],"increasingly":[10],"turning":[11],"to":[12,48,72,91,116,168,180,187,224],"data-driven":[13,122,182,214],"tools":[14,28],"for":[15,156],"management":[16,107],"maintenance":[18,138],"of":[19,24,34,65,78,102,120,126,172,177,196,206,213],"key":[20],"assets.":[21],"Whole":[22],"ecosystems":[23],"sensors":[25],"analytical":[27],"can":[29,68],"provide":[30,49,181],"complex,":[31],"predictive":[32,109,137],"views":[33],"network":[35],"asset":[36,95,106,215],"performance.":[37],"Much":[38],"research":[39],"in":[40,57,200,210],"this":[41],"area":[42],"has":[43],"looked":[44],"at":[45],"the":[46,58,63,100,173,175,185,191,194,204,211],"technology":[47],"both":[50],"sensing":[51],"analysis":[53],"tools.":[54],"The":[55,124],"reality":[56],"field,":[59],"however,":[60],"is":[61],"that":[62],"deployment":[64,212],"these":[66,127,219],"technologies":[67],"be":[69],"problematic":[70],"due":[71],"user":[73],"issues,":[74,86],"interpretation":[77],"data":[79],"or":[80,162],"embedding":[81],"within":[82],"processes,":[83],"organisational":[85],"business":[89],"change":[90],"gain":[92],"value":[93],"from":[94,99,218],"analysis.":[96],"13":[97],"experts":[98],"field":[101],"remote":[103],"condition":[104],"monitoring,":[105],"analytics":[110],"across":[111,190],"multiple":[112],"sectors":[113],"were":[114],"interviewed":[115],"ascertain":[117],"their":[118],"experience":[119],"supplying":[121],"applications.":[123],"results":[125,152],"interviews":[128],"summarised":[130],"a":[132,136,160,207],"framework":[133],"based":[134],"on":[135],"project":[139,142],"lifecycle":[140],"covering":[141],"motivations":[143],"conception,":[145],"design":[146],"development,":[148],"operation.":[150],"These":[151],"identified":[153],"critical":[154],"themes":[155,220],"success":[157],"around":[158],"having":[159],"target-":[161],"decision-led,":[163],"rather":[164],"than":[165],"data-led,":[166],"approach":[167],"design;":[169],"long-term":[170],"resourcing":[171],"deployment;":[174],"complexity":[176],"supply":[178,192,229],"chains":[179],"solutions":[183],"need":[186],"maintain":[188],"knowledge":[189],"chain;":[193],"importance":[195,205],"fostering":[197],"technical":[198],"competency":[199],"end-user":[201],"organisations;":[202],"maintenance-driven":[208],"strategy":[209],"management.":[216],"Emerging":[217],"recommendations":[222],"related":[223],"culture,":[225],"delivery":[226],"process,":[227],"resourcing,":[228],"chain":[230],"collaboration":[231],"industry-wide":[233],"cooperation.":[234]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}