{"id":"https://openalex.org/W2401870474","doi":null,"title":"Building a Better Speed Trap: Innovation Attributes and the Measurement and Modeling of Diffusion Speed\u2217","display_name":"Building a Better Speed Trap: Innovation Attributes and the Measurement and Modeling of Diffusion Speed\u2217","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W2401870474","mag":"2401870474"},"language":"en","primary_location":{"id":"mag:2401870474","doi":null,"is_oa":true,"landing_page_url":"https://papers.ssrn.com/sol3/Delivery.cfm/SSRN_ID2299795_code1869762.pdf?abstractid=2299795&mirid=5","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SSRN Electronic Journal","raw_type":null},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://papers.ssrn.com/sol3/Delivery.cfm/SSRN_ID2299795_code1869762.pdf?abstractid=2299795&mirid=5","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013310126","display_name":"Daniel J. Mallinson","orcid":"https://orcid.org/0000-0002-8094-6685","observed_orcids":["https://orcid.org/0000-0002-8094-6685"]},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Daniel J. Mallinson","raw_affiliation_strings":["Pennsylvania State University"],"raw_orcid":"https://orcid.org/0000-0002-8094-6685","affiliations":[{"raw_affiliation_string":"Pennsylvania State University","institution_ids":["https://openalex.org/I130769515"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5013310126"],"corresponding_institution_ids":["https://openalex.org/I130769515"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12210","display_name":"Policy Transfer and Learning","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12210","display_name":"Policy Transfer and Learning","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12659","display_name":"Innovation Diffusion and Forecasting","score":0.0005000000237487257,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10213","display_name":"Public Policy and Administration Research","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/3321","display_name":"Public Administration"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/policy-diffusion","display_name":"policy diffusion","score":0.8379999995231628},{"id":"https://openalex.org/keywords/diffusion-rate","display_name":"diffusion rate","score":0.9490000009536743},{"id":"https://openalex.org/keywords/innovation-characteristics","display_name":"innovation characteristics","score":0.9010000228881836},{"id":"https://openalex.org/keywords/relative-advantage","display_name":"relative advantage","score":0.8650000095367432},{"id":"https://openalex.org/keywords/compatibility","display_name":"compatibility","score":0.9990000128746033},{"id":"https://openalex.org/keywords/complexity","display_name":"complexity","score":0.9919999837875366},{"id":"https://openalex.org/keywords/observability","display_name":"observability","score":0.9990000128746033},{"id":"https://openalex.org/keywords/state-policy-adoption","display_name":"state policy adoption","score":0.5830000042915344},{"id":"https://openalex.org/keywords/speed-traps","display_name":"speed traps","score":0.5569999814033508}],"concepts":[{"id":"https://openalex.org/C36299963","wikidata":"https://www.wikidata.org/wiki/Q1369844","display_name":"Observability","level":2,"score":0.8497658967971802},{"id":"https://openalex.org/C3017618536","wikidata":"https://www.wikidata.org/wiki/Q304994","display_name":"Innovation diffusion","level":2,"score":0.7623080015182495},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5164551734924316},{"id":"https://openalex.org/C2778648169","wikidata":"https://www.wikidata.org/wiki/Q967768","display_name":"Compatibility (geochemistry)","level":2,"score":0.5019242763519287},{"id":"https://openalex.org/C121099081","wikidata":"https://www.wikidata.org/wiki/Q665580","display_name":"Trap (plumbing)","level":2,"score":0.44976574182510376},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.44514745473861694},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2625793516635895},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.17258667945861816},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16586261987686157},{"id":"https://openalex.org/C42360764","wikidata":"https://www.wikidata.org/wiki/Q83588","display_name":"Chemical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2401870474","doi":null,"is_oa":true,"landing_page_url":"https://papers.ssrn.com/sol3/Delivery.cfm/SSRN_ID2299795_code1869762.pdf?abstractid=2299795&mirid=5","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SSRN Electronic Journal","raw_type":null}],"best_oa_location":{"id":"mag:2401870474","doi":null,"is_oa":true,"landing_page_url":"https://papers.ssrn.com/sol3/Delivery.cfm/SSRN_ID2299795_code1869762.pdf?abstractid=2299795&mirid=5","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SSRN Electronic Journal","raw_type":null},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5378999710083008,"display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W193139145","https://openalex.org/W411324140","https://openalex.org/W611617499","https://openalex.org/W616505850","https://openalex.org/W1500850718","https://openalex.org/W1539975958","https://openalex.org/W1587202904","https://openalex.org/W1970555481","https://openalex.org/W1971733230","https://openalex.org/W1976368823","https://openalex.org/W1987298422","https://openalex.org/W1987864650","https://openalex.org/W1988795745","https://openalex.org/W1990513740","https://openalex.org/W1991640013","https://openalex.org/W2000684188","https://openalex.org/W2003477031","https://openalex.org/W2020803971","https://openalex.org/W2038900908","https://openalex.org/W2039941237","https://openalex.org/W2050895222","https://openalex.org/W2052420551","https://openalex.org/W2055027717","https://openalex.org/W2058473134","https://openalex.org/W2063297398","https://openalex.org/W2067603391","https://openalex.org/W2074660914","https://openalex.org/W2076664647","https://openalex.org/W2079651619","https://openalex.org/W2099247780","https://openalex.org/W2119266541","https://openalex.org/W2120848827","https://openalex.org/W2123297263","https://openalex.org/W2127525182","https://openalex.org/W2130198375","https://openalex.org/W2138306411","https://openalex.org/W2142344524","https://openalex.org/W2154185951","https://openalex.org/W2162939944","https://openalex.org/W2168731066","https://openalex.org/W2170164415","https://openalex.org/W2312268298","https://openalex.org/W2313459839","https://openalex.org/W2314911175","https://openalex.org/W2328480036","https://openalex.org/W2328832087","https://openalex.org/W2330017271","https://openalex.org/W3122194602","https://openalex.org/W4255643345"],"related_works":["https://openalex.org/W1492337571","https://openalex.org/W1991640013","https://openalex.org/W2337764838","https://openalex.org/W3211313439","https://openalex.org/W2127814552","https://openalex.org/W3122961322","https://openalex.org/W2727752638","https://openalex.org/W411324140","https://openalex.org/W269948333","https://openalex.org/W2050780282"],"abstract_inverted_index":{"Recent":[0],"research":[1],"demonstrates":[2],"how":[3,50,54],"characteristics":[4],"of":[5,43,63,86,102,115,135],"policy":[6,57,92],"innovations":[7],"condition":[8],"the":[9,15,21,99,112],"likelihood":[10,22],"they":[11,24],"will":[12,25],"spread":[13],"throughout":[14],"American":[16],"states,":[17],"as":[18,20],"well":[19],"that":[23,45,125],"be":[26,128],"adopted":[27],"quickly.":[28],"I":[29,38,60,94],"build":[30],"on":[31,106],"this":[32],"work":[33],"in":[34],"two":[35],"ways.":[36],"First,":[37],"develop":[39],"a":[40,56,84,132],"continuous":[41],"measure":[42],"speed":[44,82],"allows":[46],"researchers":[47],"to":[48,97],"examine":[49],"innovation":[51,66],"attributes":[52,67,126],"affect":[53],"quickly":[55],"spreads.":[58],"Second,":[59],"propose":[61],"measures":[62],"four":[64],"general":[65],"---":[68,75],"relative":[69,117],"advantage,":[70],"compatibility,":[71],"complexity,":[72],"and":[73,76,104,119],"observability":[74,105],"test":[77],"their":[78],"relationship":[79],"with":[80],"diffusion":[81,107],"using":[83],"dataset":[85],"116":[87],"policies":[88],"from":[89],"15":[90],"different":[91],"domains.":[93],"am":[95],"able":[96],"confirm":[98],"interactive":[100],"effect":[101],"complexity":[103],"speed,":[108],"while":[109],"also":[110],"identifying":[111],"positive":[113],"impact":[114],"both":[116],"advantage":[118],"compatibility.":[120],"Furthermore,":[121],"these":[122],"results":[123],"demonstrate":[124],"can":[127],"measured":[129],"reliably":[130],"for":[131],"broad":[133],"range":[134],"policies.":[136]},"counts_by_year":[],"updated_date":"2026-10-12T09:40:04.860316","created_date":"2016-06-24T00:00:00"}
