{"id":"https://openalex.org/W2912541333","doi":"https://doi.org/10.1007/s13198-018-00756-8","title":"Modeling innovation adoption incorporating time lag between awareness and adoption process","display_name":"Modeling innovation adoption incorporating time lag between awareness and adoption process","publication_year":2019,"publication_date":"2019-02-01","ids":{"openalex":"https://openalex.org/W2912541333","doi":"https://doi.org/10.1007/s13198-018-00756-8","mag":"2912541333"},"language":"en","primary_location":{"id":"doi:10.1007/s13198-018-00756-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13198-018-00756-8","pdf_url":null,"source":{"id":"https://openalex.org/S40280859","display_name":"International Journal of Systems Assurance Engineering and Management","issn_l":"0975-6809","issn":["0975-6809","0976-4348"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of System Assurance Engineering and Management","raw_type":"journal-article"},"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/A5111467376","display_name":"Richie Aggarwal","orcid":null},"institutions":[{"id":"https://openalex.org/I110166357","display_name":"University of Delhi","ror":"https://ror.org/04gzb2213","country_code":"IN","type":"education","lineage":["https://openalex.org/I110166357"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Richie Aggarwal","raw_affiliation_strings":["Department of Operational Research, University of Delhi, Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Operational Research, University of Delhi, Delhi, India","institution_ids":["https://openalex.org/I110166357"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075775925","display_name":"Ompal Singh","orcid":"https://orcid.org/0000-0002-3114-6956"},"institutions":[{"id":"https://openalex.org/I110166357","display_name":"University of Delhi","ror":"https://ror.org/04gzb2213","country_code":"IN","type":"education","lineage":["https://openalex.org/I110166357"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ompal Singh","raw_affiliation_strings":["Department of Operational Research, University of Delhi, Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Operational Research, University of Delhi, Delhi, India","institution_ids":["https://openalex.org/I110166357"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090148679","display_name":"Adarsh Anand","orcid":"https://orcid.org/0000-0003-2733-3967"},"institutions":[{"id":"https://openalex.org/I110166357","display_name":"University of Delhi","ror":"https://ror.org/04gzb2213","country_code":"IN","type":"education","lineage":["https://openalex.org/I110166357"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Adarsh Anand","raw_affiliation_strings":["Department of Operational Research, University of Delhi, Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Operational Research, University of Delhi, Delhi, India","institution_ids":["https://openalex.org/I110166357"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013827274","display_name":"P. K. Kapur","orcid":"https://orcid.org/0000-0001-8006-5952"},"institutions":[{"id":"https://openalex.org/I110166357","display_name":"University of Delhi","ror":"https://ror.org/04gzb2213","country_code":"IN","type":"education","lineage":["https://openalex.org/I110166357"]},{"id":"https://openalex.org/I191972202","display_name":"Amity University","ror":"https://ror.org/02n9z0v62","country_code":"IN","type":"education","lineage":["https://openalex.org/I191972202"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"P. K. Kapur","raw_affiliation_strings":["Centre for Interdisciplinary Research, Amity University, Noida, UP, India","Department of Operational Research, University of Delhi, Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Interdisciplinary Research, Amity University, Noida, UP, India","institution_ids":["https://openalex.org/I191972202"]},{"raw_affiliation_string":"Department of Operational Research, University of Delhi, Delhi, India","institution_ids":["https://openalex.org/I110166357"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5090148679"],"corresponding_institution_ids":["https://openalex.org/I110166357"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":1.4257,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.82068733,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"10","issue":"1","first_page":"83","last_page":"90"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12659","display_name":"Innovation Diffusion and Forecasting","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T12659","display_name":"Innovation Diffusion and Forecasting","score":0.9998999834060669,"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/T11810","display_name":"Complex Systems and Decision Making","score":0.9312000274658203,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/lag","display_name":"Lag","score":0.6006688475608826},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5873380899429321},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.5110491514205933},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4956015348434448},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4712660312652588},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.4638652205467224},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.46335485577583313},{"id":"https://openalex.org/keywords/time-lag","display_name":"Time lag","score":0.4530940651893616},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.4413938820362091},{"id":"https://openalex.org/keywords/stipulation","display_name":"Stipulation","score":0.42979511618614197},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.4246666431427002},{"id":"https://openalex.org/keywords/laplace-transform","display_name":"Laplace transform","score":0.4174099564552307},{"id":"https://openalex.org/keywords/moment","display_name":"Moment (physics)","score":0.414878249168396},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.33748921751976013},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.33243274688720703},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.24584773182868958},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21132910251617432},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16566944122314453}],"concepts":[{"id":"https://openalex.org/C75778745","wikidata":"https://www.wikidata.org/wiki/Q342626","display_name":"Lag","level":2,"score":0.6006688475608826},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5873380899429321},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.5110491514205933},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4956015348434448},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4712660312652588},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.4638652205467224},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.46335485577583313},{"id":"https://openalex.org/C2987767877","wikidata":"https://www.wikidata.org/wiki/Q352862","display_name":"Time lag","level":3,"score":0.4530940651893616},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.4413938820362091},{"id":"https://openalex.org/C2781451568","wikidata":"https://www.wikidata.org/wiki/Q16965475","display_name":"Stipulation","level":2,"score":0.42979511618614197},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.4246666431427002},{"id":"https://openalex.org/C97937538","wikidata":"https://www.wikidata.org/wiki/Q199691","display_name":"Laplace transform","level":2,"score":0.4174099564552307},{"id":"https://openalex.org/C179254644","wikidata":"https://www.wikidata.org/wiki/Q13222844","display_name":"Moment (physics)","level":2,"score":0.414878249168396},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.33748921751976013},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.33243274688720703},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.24584773182868958},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21132910251617432},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16566944122314453},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"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/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s13198-018-00756-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13198-018-00756-8","pdf_url":null,"source":{"id":"https://openalex.org/S40280859","display_name":"International Journal of Systems Assurance Engineering and Management","issn_l":"0975-6809","issn":["0975-6809","0976-4348"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of System Assurance Engineering and Management","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:ijsaem:v:10:y:2019:i:1:d:10.1007_s13198-018-00756-8","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s13198-018-00756-8","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1976382786","https://openalex.org/W1984697813","https://openalex.org/W1990513740","https://openalex.org/W1993941739","https://openalex.org/W2014276868","https://openalex.org/W2022056437","https://openalex.org/W2023445955","https://openalex.org/W2024963522","https://openalex.org/W2035393693","https://openalex.org/W2050733488","https://openalex.org/W2055824084","https://openalex.org/W2058562685","https://openalex.org/W2062497360","https://openalex.org/W2068172675","https://openalex.org/W2075194975","https://openalex.org/W2089011855","https://openalex.org/W2090938138","https://openalex.org/W2107140526","https://openalex.org/W2156069601","https://openalex.org/W2156239288","https://openalex.org/W2265720734","https://openalex.org/W2323873606","https://openalex.org/W2330121886","https://openalex.org/W2341846059","https://openalex.org/W2541705439","https://openalex.org/W2917854763","https://openalex.org/W4232619287","https://openalex.org/W4253543067"],"related_works":["https://openalex.org/W4322731367","https://openalex.org/W4390225985","https://openalex.org/W4255298156","https://openalex.org/W2390086507","https://openalex.org/W2387460033","https://openalex.org/W2017376874","https://openalex.org/W2326580408","https://openalex.org/W1638676447","https://openalex.org/W2382672093","https://openalex.org/W1823560437"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}