{"id":"https://openalex.org/W7121204541","doi":"https://doi.org/10.64504/big.d.v2i2.192","title":"The Design and Business Model of Culturally-Sensitive Digital Cognitive Assessment Tools for Global Markets","display_name":"The Design and Business Model of Culturally-Sensitive Digital Cognitive Assessment Tools for Global Markets","publication_year":2025,"publication_date":"2025-04-01","ids":{"openalex":"https://openalex.org/W7121204541","doi":"https://doi.org/10.64504/big.d.v2i2.192"},"language":"en","primary_location":{"id":"doi:10.64504/big.d.v2i2.192","doi":"https://doi.org/10.64504/big.d.v2i2.192","is_oa":true,"landing_page_url":"https://doi.org/10.64504/big.d.v2i2.192","pdf_url":"https://big-design.org/article/download/BIG.D_v2n2_2025_paper10/BIG.D_v2n2_2025_paper10","source":{"id":"https://openalex.org/S5407054936","display_name":"BIG D","issn_l":"3078-4190","issn":["3078-4190","3078-4204"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BIG.D","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://big-design.org/article/download/BIG.D_v2n2_2025_paper10/BIG.D_v2n2_2025_paper10","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5122716625","display_name":"Zhiyan Cheng","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I111950717","display_name":"Macau University of Science and Technology","ror":"https://ror.org/03jqs2n27","country_code":"MO","type":"education","lineage":["https://openalex.org/I111950717","https://openalex.org/I4391767947"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Zhiyan Cheng","raw_affiliation_strings":["Faculty of Humanities and Arts, Macau University of Science and Technology; Macau, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Humanities and Arts, Macau University of Science and Technology; Macau, China","institution_ids":["https://openalex.org/I111950717"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5153885716","display_name":"Kai Sun","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I111950717","display_name":"Macau University of Science and Technology","ror":"https://ror.org/03jqs2n27","country_code":"MO","type":"education","lineage":["https://openalex.org/I111950717","https://openalex.org/I4391767947"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Kai Sun","raw_affiliation_strings":["Faculty of Humanities and Arts, Macau University of Science and Technology; Macau, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Humanities and Arts, Macau University of Science and Technology; Macau, China","institution_ids":["https://openalex.org/I111950717"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I111950717"],"apc_list":null,"apc_paid":null,"fwci":2.5506,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.91224687,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"2","issue":"2","first_page":"68","last_page":"79"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.42239999771118164,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.42239999771118164,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14434","display_name":"Historical and Modern Theater Studies","score":0.15719999372959137,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14416","display_name":"Health, Technology, Consumer Behavior","score":0.04430000111460686,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/digital-cognitive-assessment","display_name":"digital cognitive assessment","score":0.9679999947547913},{"id":"https://openalex.org/keywords/cultural-sensitivity","display_name":"cultural sensitivity","score":0.7549999952316284},{"id":"https://openalex.org/keywords/design-thinking","display_name":"design thinking","score":0.9179999828338623},{"id":"https://openalex.org/keywords/business-models","display_name":"business models","score":0.7730000019073486},{"id":"https://openalex.org/keywords/digital-health","display_name":"digital health","score":0.7639999985694885},{"id":"https://openalex.org/keywords/user-engagement","display_name":"user engagement","score":0.7519999742507935},{"id":"https://openalex.org/keywords/global-mental-health","display_name":"global mental health","score":0.7179999947547913},{"id":"https://openalex.org/keywords/ecological-validity","display_name":"ecological validity","score":0.4440000057220459}],"concepts":[{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.5414999723434448},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.46380001306533813},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.44279998540878296},{"id":"https://openalex.org/C4216890","wikidata":"https://www.wikidata.org/wiki/Q815823","display_name":"Business model","level":2,"score":0.4401000142097473},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4325999915599823},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.3944000005722046},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.36309999227523804},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.3479999899864197},{"id":"https://openalex.org/C178008962","wikidata":"https://www.wikidata.org/wiki/Q295382","display_name":"Sustainable business","level":3,"score":0.3450999855995178},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.3400000035762787},{"id":"https://openalex.org/C125209646","wikidata":"https://www.wikidata.org/wiki/Q1338878","display_name":"Cultural diversity","level":2,"score":0.328900009393692},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3075999915599823},{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.30160000920295715},{"id":"https://openalex.org/C187029079","wikidata":"https://www.wikidata.org/wiki/Q958679","display_name":"Cognitive reframing","level":2,"score":0.2937999963760376},{"id":"https://openalex.org/C2780433410","wikidata":"https://www.wikidata.org/wiki/Q5276090","display_name":"Digital health","level":3,"score":0.29330000281333923},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.2897000014781952},{"id":"https://openalex.org/C202033279","wikidata":"https://www.wikidata.org/wiki/Q1931373","display_name":"Scenario planning","level":2,"score":0.28200000524520874},{"id":"https://openalex.org/C552854447","wikidata":"https://www.wikidata.org/wiki/Q131201","display_name":"Sustainable development","level":2,"score":0.2680000066757202},{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.2637999951839447},{"id":"https://openalex.org/C142778471","wikidata":"https://www.wikidata.org/wiki/Q1200670","display_name":"Design thinking","level":2,"score":0.25870001316070557},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.257099986076355},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.2549999952316284},{"id":"https://openalex.org/C150681269","wikidata":"https://www.wikidata.org/wiki/Q2380771","display_name":"Cognitive style","level":3,"score":0.25270000100135803},{"id":"https://openalex.org/C166052673","wikidata":"https://www.wikidata.org/wiki/Q83021","display_name":"Empirical evidence","level":2,"score":0.25270000100135803},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.25040000677108765},{"id":"https://openalex.org/C92298750","wikidata":"https://www.wikidata.org/wiki/Q17008161","display_name":"Cognitive computing","level":3,"score":0.25040000677108765}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.64504/big.d.v2i2.192","doi":"https://doi.org/10.64504/big.d.v2i2.192","is_oa":true,"landing_page_url":"https://doi.org/10.64504/big.d.v2i2.192","pdf_url":"https://big-design.org/article/download/BIG.D_v2n2_2025_paper10/BIG.D_v2n2_2025_paper10","source":{"id":"https://openalex.org/S5407054936","display_name":"BIG D","issn_l":"3078-4190","issn":["3078-4190","3078-4204"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BIG.D","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.64504/big.d.v2i2.192","doi":"https://doi.org/10.64504/big.d.v2i2.192","is_oa":true,"landing_page_url":"https://doi.org/10.64504/big.d.v2i2.192","pdf_url":"https://big-design.org/article/download/BIG.D_v2n2_2025_paper10/BIG.D_v2n2_2025_paper10","source":{"id":"https://openalex.org/S5407054936","display_name":"BIG D","issn_l":"3078-4190","issn":["3078-4190","3078-4204"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BIG.D","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.8048999905586243}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7121204541.pdf","grobid_xml":"https://content.openalex.org/works/W7121204541.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4386086094","https://openalex.org/W4400448662","https://openalex.org/W4391528615","https://openalex.org/W7117111164","https://openalex.org/W4387356030","https://openalex.org/W7118082887","https://openalex.org/W7118183222","https://openalex.org/W4416843753","https://openalex.org/W4399789150","https://openalex.org/W4412044902"],"abstract_inverted_index":{"Traditional":[0],"paper-and-pencil":[1],"cognitive":[2,23,38,76,153,165,214],"assessments":[3],"face":[4],"limitations":[5],"in":[6,145,148,186],"cultural":[7,68,131,193],"applicability,":[8],"ecological":[9,21],"validity,":[10],"and":[11,35,67,73,97,127,136,152,174,189,210],"scalability.":[12],"The":[13,139],"rise":[14],"of":[15,108,130,141,170,182],"digital":[16,75,164,187,213],"health":[17,151,215],"technologies,":[18],"particularly":[19],"smartphone-based":[20],"momentary":[22],"testing":[24],"(EMCT),":[25],"offers":[26],"promising":[27],"alternatives":[28],"by":[29],"enabling":[30],"longitudinal,":[31],"real-world":[32],"data":[33],"collection":[34],"capturing":[36],"intraindividual":[37],"variability":[39],"(IIV).":[40],"However,":[41],"translating":[42],"these":[43,82],"advancements":[44],"into":[45,192],"globally":[46],"impactful":[47],"solutions":[48,88],"requires":[49],"an":[50,180],"interdisciplinary":[51,160],"approach.":[52],"This":[53,198],"research":[54],"proposes":[55],"a":[56,158,201],"holistic":[57],"framework":[58,161],"integrating":[59],"design":[60,109,172],"thinking,":[61],"technological":[62,116,175],"innovation,":[63],"sustainable":[64,121,183,212],"business":[65,122,184],"models,":[66],"considerations":[69],"for":[70,111,118,124,162,177,204],"developing":[71],"effective":[72],"accessible":[74],"assessment":[77,166,196],"tools.":[78],"We":[79],"investigate":[80],"how":[81],"diverse":[83],"disciplines":[84],"converge":[85],"to":[86],"create":[87],"that":[89],"are":[90],"scientifically":[91],"valid,":[92],"culturally":[93],"appropriate,":[94],"technologically":[95],"advanced,":[96],"economically":[98,211],"viable.":[99],"Our":[100,155],"study":[101],"addresses":[102],"key":[103],"questions":[104],"regarding":[105],"the":[106,115,128],"application":[107],"thinking":[110],"culturally-sensitive":[112,163],"tool":[113,134,167],"development,":[114],"requirements":[117,176],"scalable":[119],"platforms,":[120],"models":[123,185],"global":[125,149,178],"adoption,":[126],"influence":[129],"factors":[132],"on":[133],"efficacy":[135],"user":[137],"engagement.":[138],"significance":[140],"this":[142],"work":[143],"lies":[144],"bridging":[146],"gaps":[147],"mental":[150],"care.":[154],"contributions":[156],"include":[157],"comprehensive":[159],"design,":[168],"identification":[169],"critical":[171],"principles":[173],"scalability,":[179],"analysis":[181],"health,":[188],"empirical":[190],"insights":[191],"nuances":[194],"affecting":[195],"methodologies.":[197],"paper":[199],"provides":[200],"robust":[202],"foundation":[203],"creating":[205],"clinically":[206],"effective,":[207],"socially":[208],"relevant,":[209],"solutions.":[216]},"counts_by_year":[{"year":2026,"cited_by_count":4}],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2026-01-11T00:00:00"}