{"id":"https://openalex.org/W3208372407","doi":"https://doi.org/10.1109/ice/itmc52061.2021.9570271","title":"Application of Combined SWOT and AHP in Innovation Ecosystems Management","display_name":"Application of Combined SWOT and AHP in Innovation Ecosystems Management","publication_year":2021,"publication_date":"2021-06-21","ids":{"openalex":"https://openalex.org/W3208372407","doi":"https://doi.org/10.1109/ice/itmc52061.2021.9570271","mag":"3208372407"},"language":"en","primary_location":{"id":"doi:10.1109/ice/itmc52061.2021.9570271","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ice/itmc52061.2021.9570271","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5013873718","display_name":"Grace. T. Chidavaenzi","orcid":null},"institutions":[{"id":"https://openalex.org/I26092322","display_name":"Stellenbosch University","ror":"https://ror.org/05bk57929","country_code":"ZA","type":"education","lineage":["https://openalex.org/I26092322"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Grace. T. Chidavaenzi","raw_affiliation_strings":["Department of Industrial Engineering, Stellenbosch University, Stellenbosch, South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Stellenbosch University, Stellenbosch, South Africa","institution_ids":["https://openalex.org/I26092322"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034629576","display_name":"Chipo Nancy Ngongoni","orcid":"https://orcid.org/0000-0001-8165-4169"},"institutions":[{"id":"https://openalex.org/I26092322","display_name":"Stellenbosch University","ror":"https://ror.org/05bk57929","country_code":"ZA","type":"education","lineage":["https://openalex.org/I26092322"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Chipo. N. Ngongoni","raw_affiliation_strings":["Department of Industrial Engineering, Stellenbosch University, Stellenbosch, South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Stellenbosch University, Stellenbosch, South Africa","institution_ids":["https://openalex.org/I26092322"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072519912","display_name":"Sara Grobbelaar","orcid":"https://orcid.org/0000-0002-2793-9689"},"institutions":[{"id":"https://openalex.org/I26092322","display_name":"Stellenbosch University","ror":"https://ror.org/05bk57929","country_code":"ZA","type":"education","lineage":["https://openalex.org/I26092322"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Sara S Grobbelaar","raw_affiliation_strings":["Department of Industrial Engineering AND DST-NRF CoE in Scientometrics and Science, Technology and Innovation Policy (sciSTIP), Stellenbosch University, Stellenbosch, South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering AND DST-NRF CoE in Scientometrics and Science, Technology and Innovation Policy (sciSTIP), Stellenbosch University, Stellenbosch, South Africa","institution_ids":["https://openalex.org/I26092322"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I26092322"],"apc_list":null,"apc_paid":null,"fwci":3.6817,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.96469408,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10003","display_name":"Innovation and Knowledge Management","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10003","display_name":"Innovation and Knowledge Management","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13137","display_name":"Strategic Planning and Analysis","score":0.9818000197410583,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12805","display_name":"Cognitive Science and Mapping","score":0.973800003528595,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/operationalization","display_name":"Operationalization","score":0.5712233781814575},{"id":"https://openalex.org/keywords/stakeholder","display_name":"Stakeholder","score":0.5464247465133667},{"id":"https://openalex.org/keywords/swot-analysis","display_name":"SWOT analysis","score":0.5234781503677368},{"id":"https://openalex.org/keywords/sustainability","display_name":"Sustainability","score":0.5131877064704895},{"id":"https://openalex.org/keywords/innovation-management","display_name":"Innovation management","score":0.5067780613899231},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.503924548625946},{"id":"https://openalex.org/keywords/ecosystem-management","display_name":"Ecosystem management","score":0.4943671226501465},{"id":"https://openalex.org/keywords/analytic-hierarchy-process","display_name":"Analytic hierarchy process","score":0.49126023054122925},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.4828343987464905},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.4778570532798767},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.458615779876709},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4238743782043457},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42385807633399963},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.4213060438632965},{"id":"https://openalex.org/keywords/ecosystem","display_name":"Ecosystem","score":0.3358790874481201},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17356643080711365},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.11890164017677307},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.10041773319244385},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.0965927243232727},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.08866462111473083}],"concepts":[{"id":"https://openalex.org/C9354725","wikidata":"https://www.wikidata.org/wiki/Q286017","display_name":"Operationalization","level":2,"score":0.5712233781814575},{"id":"https://openalex.org/C201305675","wikidata":"https://www.wikidata.org/wiki/Q852998","display_name":"Stakeholder","level":2,"score":0.5464247465133667},{"id":"https://openalex.org/C119059837","wikidata":"https://www.wikidata.org/wiki/Q175096","display_name":"SWOT analysis","level":2,"score":0.5234781503677368},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.5131877064704895},{"id":"https://openalex.org/C186037533","wikidata":"https://www.wikidata.org/wiki/Q794803","display_name":"Innovation management","level":2,"score":0.5067780613899231},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.503924548625946},{"id":"https://openalex.org/C130094819","wikidata":"https://www.wikidata.org/wiki/Q5333882","display_name":"Ecosystem management","level":3,"score":0.4943671226501465},{"id":"https://openalex.org/C87345402","wikidata":"https://www.wikidata.org/wiki/Q485202","display_name":"Analytic hierarchy process","level":2,"score":0.49126023054122925},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4828343987464905},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.4778570532798767},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.458615779876709},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4238743782043457},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42385807633399963},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.4213060438632965},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.3358790874481201},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17356643080711365},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.11890164017677307},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.10041773319244385},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0965927243232727},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.08866462111473083},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ice/itmc52061.2021.9570271","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ice/itmc52061.2021.9570271","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2088279813","https://openalex.org/W2103281187","https://openalex.org/W2106812307","https://openalex.org/W2153482885","https://openalex.org/W2154421568","https://openalex.org/W2291675887","https://openalex.org/W2291952990","https://openalex.org/W2585256662","https://openalex.org/W2593204317","https://openalex.org/W2883582009","https://openalex.org/W2903977085","https://openalex.org/W3021868694","https://openalex.org/W3030614848","https://openalex.org/W3089125340","https://openalex.org/W3124548409","https://openalex.org/W3138575281","https://openalex.org/W3144810385"],"related_works":["https://openalex.org/W2944277854","https://openalex.org/W2258359646","https://openalex.org/W2483613126","https://openalex.org/W4210958110","https://openalex.org/W4210994448","https://openalex.org/W2807952359","https://openalex.org/W2264828925","https://openalex.org/W4386824558","https://openalex.org/W2378407273","https://openalex.org/W1931831004"],"abstract_inverted_index":{"Agile":[0],"stakeholder":[1],"management":[2,20],"in":[3,8,18,26,68],"innovation":[4,70,116],"ecosystems":[5,19],"is":[6,56],"important":[7],"ensuring":[9],"sustainability":[10],"and":[11,52,82,93,108,129],"effectiveness":[12],"of":[13,58,61,91,123],"interventions.":[14],"Nevertheless,":[15],"the":[16,27,49,66,69,89,96],"complexity":[17],"often":[21],"requires":[22],"a":[23,38,59,79,125],"multidisciplinary":[24],"approach":[25],"decision-making":[28],"process":[29],"involving":[30],"various":[31],"stakeholders.":[32],"In":[33],"this":[34],"paper":[35,120],"we":[36],"propose":[37],"two-phase":[39],"practical":[40],"tool":[41,55,126],"that":[42],"can":[43],"assist":[44],"ecosystem":[45,97,135],"builders":[46],"to":[47,87,127,132],"identify":[48],"ecosystem's":[50],"capabilities":[51],"competencies.":[53],"The":[54,72,119],"comprised":[57],"set":[60],"key":[62],"indicators":[63,73],"aligned":[64],"with":[65,103],"dynamics":[67],"ecosystem.":[71],"are":[74],"operationalized":[75],"by":[76],"systematically":[77],"conducting":[78],"combined":[80],"SWOT":[81],"Analytical":[83],"Hierarchy":[84],"Process":[85],"(AHP)":[86],"ascertain":[88],"level":[90],"importance":[92],"map":[94],"out":[95],"needs.":[98],"Usability":[99],"tests":[100],"were":[101],"undertaken":[102],"two":[104],"subject":[105],"matter":[106],"experts":[107],"an":[109,115],"industry":[110],"expert":[111],"who":[112],"works":[113],"under":[114],"intermediary":[117],"organization.":[118],"provides":[121],"implications":[122],"such":[124],"academics":[128],"policy":[130],"makers":[131],"better":[133],"understand":[134],"management.":[136]},"counts_by_year":[{"year":2024,"cited_by_count":8}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}