{"id":"https://openalex.org/W1898598956","doi":"https://doi.org/10.3217/jucs-014-22-3737","title":"Determining Software Investment Lag","display_name":"Determining Software Investment Lag","publication_year":2020,"publication_date":"2020-04-07","ids":{"openalex":"https://openalex.org/W1898598956","doi":"https://doi.org/10.3217/jucs-014-22-3737","mag":"1898598956"},"language":"en","primary_location":{"id":"pmh:oai:zenodo.org:7000603","is_oa":true,"landing_page_url":"https://zenodo.org/record/7000603","pdf_url":"https://zenodo.org/record/7000603","source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"JUCS - Journal of Universal Computer Science 14((22)) 3737-3766","raw_type":"info:eu-repo/semantics/article"},"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://zenodo.org/record/7000603","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5108488081","display_name":"Gio Wiederhold","orcid":null},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Gio Wiederhold","raw_affiliation_strings":["Stanford University"],"affiliations":[{"raw_affiliation_string":"Stanford University","institution_ids":["https://openalex.org/I97018004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5108488081"],"corresponding_institution_ids":["https://openalex.org/I97018004"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.00150133,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"14","issue":null,"first_page":"3737","last_page":"3766"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11976","display_name":"Capital Investment and Risk Analysis","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"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/T11976","display_name":"Capital Investment and Risk Analysis","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"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/T11675","display_name":"Open Source Software Innovations","score":0.9628000259399414,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13197","display_name":"Spreadsheets and End-User Computing","score":0.9609000086784363,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/lag","display_name":"Lag","score":0.8254616260528564},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7777347564697266},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.6060174107551575},{"id":"https://openalex.org/keywords/investment","display_name":"Investment (military)","score":0.5113834738731384},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4927540123462677},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.4753817617893219},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.4564622938632965},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.44019216299057007},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.4276999235153198},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.3489421010017395},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.33932483196258545},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.13430780172348022},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.1319512128829956},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.13183555006980896},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.114531010389328}],"concepts":[{"id":"https://openalex.org/C75778745","wikidata":"https://www.wikidata.org/wiki/Q342626","display_name":"Lag","level":2,"score":0.8254616260528564},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7777347564697266},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.6060174107551575},{"id":"https://openalex.org/C27548731","wikidata":"https://www.wikidata.org/wiki/Q88272","display_name":"Investment (military)","level":3,"score":0.5113834738731384},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4927540123462677},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.4753817617893219},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.4564622938632965},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.44019216299057007},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.4276999235153198},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.3489421010017395},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.33932483196258545},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.13430780172348022},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.1319512128829956},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.13183555006980896},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.114531010389328},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"pmh:oai:zenodo.org:7000603","is_oa":true,"landing_page_url":"https://zenodo.org/record/7000603","pdf_url":"https://zenodo.org/record/7000603","source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"JUCS - Journal of Universal Computer Science 14((22)) 3737-3766","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.634.6182","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.634.6182","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.jucs.org/jucs_14_22/determining_software_investment_lag /jucs_14_22_3737_3766_wiederhold.pdf","raw_type":"text"},{"id":"doi:10.3217/jucs-014-22-3737","is_oa":true,"landing_page_url":"https://doi.org/10.3217/jucs-014-22-3737","pdf_url":null,"source":{"id":"https://openalex.org/S4306400660","display_name":"TUGraz OPEN Library (Graz University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4092182","host_organization_name":"Graz University of Technology","host_organization_lineage":["https://openalex.org/I4092182"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"},{"id":"mag:1898598956","is_oa":false,"landing_page_url":"http://www.jucs.org/jucs_14_22/determining_software_investment_lag%20/jucs_14_22_3737_3766_wiederhold.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S58563349","display_name":"JUCS - Journal of Universal Computer Science","issn_l":"0948-695X","issn":["0948-695X","0948-6968"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310317875","host_organization_name":"Verlag der Technischen Universit\u00e4t Graz","host_organization_lineage":["https://openalex.org/P4310317875"],"host_organization_lineage_names":["Verlag der Technischen Universit\u00e4t Graz"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"JUCS - Journal of Universal Computer Science","raw_type":null}],"best_oa_location":{"id":"pmh:oai:zenodo.org:7000603","is_oa":true,"landing_page_url":"https://zenodo.org/record/7000603","pdf_url":"https://zenodo.org/record/7000603","source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"JUCS - Journal of Universal Computer Science 14((22)) 3737-3766","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1898598956.pdf","grobid_xml":"https://content.openalex.org/works/W1898598956.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W121479631","https://openalex.org/W1491411312","https://openalex.org/W1495507237","https://openalex.org/W1526796677","https://openalex.org/W1535381460","https://openalex.org/W1555235194","https://openalex.org/W1560022972","https://openalex.org/W1573340842","https://openalex.org/W1976398867","https://openalex.org/W1978072939","https://openalex.org/W1982049361","https://openalex.org/W2001457866","https://openalex.org/W2001463502","https://openalex.org/W2032559836","https://openalex.org/W2047613997","https://openalex.org/W2048818380","https://openalex.org/W2067713849","https://openalex.org/W2072932228","https://openalex.org/W2079541118","https://openalex.org/W2108891710","https://openalex.org/W2123586642","https://openalex.org/W2147413915","https://openalex.org/W2150019175","https://openalex.org/W2156576580","https://openalex.org/W2171175658","https://openalex.org/W2513526742","https://openalex.org/W2798976225","https://openalex.org/W2983995785"],"related_works":["https://openalex.org/W1986579971","https://openalex.org/W2117954152","https://openalex.org/W2750415640","https://openalex.org/W2805452986","https://openalex.org/W2186557635","https://openalex.org/W2013797311","https://openalex.org/W2120482161","https://openalex.org/W1984237730","https://openalex.org/W3042517141","https://openalex.org/W153886001","https://openalex.org/W1600826652","https://openalex.org/W2130541288","https://openalex.org/W1515915028","https://openalex.org/W3009237781","https://openalex.org/W2083461959","https://openalex.org/W41748981","https://openalex.org/W3097818924","https://openalex.org/W1570231593","https://openalex.org/W2182093388","https://openalex.org/W2004131656"],"abstract_inverted_index":{"Abstract:":[0],"The":[1,49,80],"investments":[2],"needed":[3],"to":[4,9,38],"bring":[5],"a":[6,40,62,88,95],"software":[7,21],"project":[8],"the":[10,44,58,69,83],"market":[11],"are":[12],"substantial":[13],"and":[14,32,76,97],"can":[15],"extend":[16],"over":[17],"several":[18],"years.":[19],"Managing":[20],"development":[22],"requires":[23],"not":[24],"only":[25],"technical":[26],"expertise,":[27],"but":[28],"communication":[29],"with":[30],"funders":[31],"economists.":[33],"This":[34],"paper":[35,81],"presents":[36,82],"methods":[37,86],"estimate":[39],"parameter":[41,51],"which":[42],"captures":[43],"effective":[45],"investment":[46],"time,":[47],"lag.":[48],"lag":[50,84],"is":[52],"useful":[53],"in":[54],"assessing":[55,68],"progress":[56],"towards":[57],"goal":[59],"of":[60,74,94],"having":[61],"quality":[63],"product,":[64,90,96],"while":[65],"scheduling":[66],"resources,":[67],"risk,":[70],"considering":[71],"options,":[72],"capitalization":[73],"investments,":[75],"predicting":[77],"taxation":[78],"consequences.":[79],"estimation":[85],"for":[87,91,98],"new":[89],"additional":[92],"versions":[93],"complete":[99],"product":[100],"replacement.":[101]},"counts_by_year":[{"year":2013,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
