Publicação
Impact of cognitive distraction on driving performance and safety in older adults: A cluster analysis of age, gender, and functional mobility
| Resumo: | Any activity that diverts a driver's attention during vehicle operation may compromise driving performance and road safety. This study aimed to analyze the effect of conversational distraction on driving performance, examine the association of age and gender with braking time, and identify driver profiles potentially associated with increased traffic vulnerability. A total of 101 drivers participated: 51 older adults (mean age: 69.5 ± 5.9 years) and 50 younger adults (mean age: 33.4 ± 8.8 years). Driving performance was assessed using a simulator, with braking time and driving speed as primary outcomes. Cognitive function was evaluated using the Mini-Mental State Examination (MMSE), and mobility and balance were assessed using the Timed-Up and Go Test (TUGT), both with and without a cognitive task. Older adults exhibited significantly longer braking times compared to younger adults (p = 0.046). However, they also demonstrated lower driving speeds, both with distraction (p = 0.01) and without distraction (p = 0.003). Conversation did not increase braking time but reduced speed in older adults (p = 0.01), suggesting a compensatory driving strategy. Women, regardless of age group, showed significantly longer braking times both with (p < 0.001) and without distraction (p = 0.03). Cluster analysis identified two groups: Cluster 1 (n = 64, 63%) and Cluster 2 (n = 37, 37%). Cluster 2, characterized by a higher proportion of older adults, lower education levels, slower TUGT performance, longer braking times, and reduced driving speeds, accounted for 24.7% of the variance explained by the multivariate clustering solution. Age and female sex were associated with longer braking times. Although conversation did not increase braking time, it reduced speed among older adults, suggesting a compensatory strategy. Drivers who were older, less educated, and presented reduced functional mobility exhibited a performance profile associated with increased vulnerability in traffic contexts. |
|---|---|
| Autores principais: | Ayama, Sérgio |
| Outros Autores: | Greve, Júlia Maria D'Andréa; Silva, Vanderlei Carneiro da; Canonica, Alexandra Carolina; Lino, Matheus Henrique dos Santos; Guiotto, Alisson de Lima; Davis, Catherine L.; Soares, André Luiz de Seixas; Rodrigues, Francisco; Furtado, Guilherme Eustáquio; Brech, Guilherme Carlos; Castilho Alonso, Angelica |
| Assunto: | Reaction time Aging Distracted driving Sex diferences Road safety Lifelong driving |
| Ano: | 2026 |
| País: | Portugal |
| Tipo de documento: | artigo original |
| Tipo de acesso: | acesso aberto |
| Instituição associada: | Instituto Politécnico de Castelo Branco |
| Idioma: | inglês |
| Origem: | Repositório Científico do Instituto Politécnico de Castelo Branco |
| _version_ | 1865920439439589376 |
|---|---|
| author | Ayama, Sérgio |
| author2 | Greve, Júlia Maria D'Andréa Silva, Vanderlei Carneiro da Canonica, Alexandra Carolina Lino, Matheus Henrique dos Santos Guiotto, Alisson de Lima Davis, Catherine L. Soares, André Luiz de Seixas Rodrigues, Francisco Furtado, Guilherme Eustáquio Brech, Guilherme Carlos Castilho Alonso, Angelica |
| author2_role | author author author author author author author author author author author |
| author_facet | Ayama, Sérgio Ayama, Sérgio Greve, Júlia Maria D'Andréa Silva, Vanderlei Carneiro da Canonica, Alexandra Carolina Lino, Matheus Henrique dos Santos Guiotto, Alisson de Lima Davis, Catherine L. Soares, André Luiz de Seixas Rodrigues, Francisco Furtado, Guilherme Eustáquio Brech, Guilherme Carlos Castilho Alonso, Angelica Greve, Júlia Maria D'Andréa Silva, Vanderlei Carneiro da Canonica, Alexandra Carolina Lino, Matheus Henrique dos Santos Guiotto, Alisson de Lima Davis, Catherine L. Soares, André Luiz de Seixas Rodrigues, Francisco Furtado, Guilherme Eustáquio Brech, Guilherme Carlos Castilho Alonso, Angelica |
| author_role | author |
| contributor_name_str_mv | Repositório Científico do Instituto Politécnico de Castelo Branco |
| country_str | PT |
| creators_json_str | [{\"Person.name\":\"Ayama, Sérgio\"},{\"Person.name\":\"Greve, Júlia Maria D'Andréa\"},{\"Person.name\":\"Silva, Vanderlei Carneiro da\"},{\"Person.name\":\"Canonica, Alexandra Carolina\"},{\"Person.name\":\"Lino, Matheus Henrique dos Santos\"},{\"Person.name\":\"Guiotto, Alisson de Lima\"},{\"Person.name\":\"Davis, Catherine L.\"},{\"Person.name\":\"Soares, André Luiz de Seixas\"},{\"Person.name\":\"Rodrigues, Francisco\",\"Person.identifier.orcid\":\"0000-0001-8405-4249\"},{\"Person.name\":\"Furtado, Guilherme Eustáquio\"},{\"Person.name\":\"Brech, Guilherme Carlos\"},{\"Person.name\":\"Castilho Alonso, Angelica\"}] |
| datacite.contributors.contributor.contributorName.fl_str_mv | Repositório Científico do Instituto Politécnico de Castelo Branco |
| datacite.creators.creator.creatorName.fl_str_mv | Ayama, Sérgio Greve, Júlia Maria D'Andréa Silva, Vanderlei Carneiro da Canonica, Alexandra Carolina Lino, Matheus Henrique dos Santos Guiotto, Alisson de Lima Davis, Catherine L. Soares, André Luiz de Seixas Rodrigues, Francisco Furtado, Guilherme Eustáquio Brech, Guilherme Carlos Castilho Alonso, Angelica |
| datacite.date.Accepted.fl_str_mv | 2026-01-01T00:00:00Z |
| datacite.date.available.fl_str_mv | 2026-05-05T10:08:26Z |
| datacite.date.embargoed.fl_str_mv | 2026-05-05T10:08:26Z |
| datacite.rights.fl_str_mv | http://purl.org/coar/access_right/c_abf2 |
| datacite.subjects.subject.fl_str_mv | Reaction time Aging Distracted driving Sex diferences Road safety Lifelong driving |
| datacite.titles.title.fl_str_mv | Impact of cognitive distraction on driving performance and safety in older adults: A cluster analysis of age, gender, and functional mobility |
| dc.contributor.none.fl_str_mv | Repositório Científico do Instituto Politécnico de Castelo Branco |
| dc.creator.none.fl_str_mv | Ayama, Sérgio Greve, Júlia Maria D'Andréa Silva, Vanderlei Carneiro da Canonica, Alexandra Carolina Lino, Matheus Henrique dos Santos Guiotto, Alisson de Lima Davis, Catherine L. Soares, André Luiz de Seixas Rodrigues, Francisco Furtado, Guilherme Eustáquio Brech, Guilherme Carlos Castilho Alonso, Angelica |
| dc.date.Accepted.fl_str_mv | 2026-01-01T00:00:00Z |
| dc.date.available.fl_str_mv | 2026-05-05T10:08:26Z |
| dc.date.embargoed.fl_str_mv | 2026-05-05T10:08:26Z |
| dc.format.none.fl_str_mv | application/pdf |
| dc.identifier.none.fl_str_mv | http://hdl.handle.net/10400.11/10852 |
| dc.language.none.fl_str_mv | eng |
| dc.publisher.none.fl_str_mv | Elsevier |
| dc.rights.cclincense.fl_str_mv | http://creativecommons.org/licenses/by/4.0/ |
| dc.rights.none.fl_str_mv | http://purl.org/coar/access_right/c_abf2 |
| dc.subject.none.fl_str_mv | Reaction time Aging Distracted driving Sex diferences Road safety Lifelong driving |
| dc.title.fl_str_mv | Impact of cognitive distraction on driving performance and safety in older adults: A cluster analysis of age, gender, and functional mobility |
| dc.type.none.fl_str_mv | http://purl.org/coar/resource_type/c_2df8fbb1 |
| description | Any activity that diverts a driver's attention during vehicle operation may compromise driving performance and road safety. This study aimed to analyze the effect of conversational distraction on driving performance, examine the association of age and gender with braking time, and identify driver profiles potentially associated with increased traffic vulnerability. A total of 101 drivers participated: 51 older adults (mean age: 69.5 ± 5.9 years) and 50 younger adults (mean age: 33.4 ± 8.8 years). Driving performance was assessed using a simulator, with braking time and driving speed as primary outcomes. Cognitive function was evaluated using the Mini-Mental State Examination (MMSE), and mobility and balance were assessed using the Timed-Up and Go Test (TUGT), both with and without a cognitive task. Older adults exhibited significantly longer braking times compared to younger adults (p = 0.046). However, they also demonstrated lower driving speeds, both with distraction (p = 0.01) and without distraction (p = 0.003). Conversation did not increase braking time but reduced speed in older adults (p = 0.01), suggesting a compensatory driving strategy. Women, regardless of age group, showed significantly longer braking times both with (p < 0.001) and without distraction (p = 0.03). Cluster analysis identified two groups: Cluster 1 (n = 64, 63%) and Cluster 2 (n = 37, 37%). Cluster 2, characterized by a higher proportion of older adults, lower education levels, slower TUGT performance, longer braking times, and reduced driving speeds, accounted for 24.7% of the variance explained by the multivariate clustering solution. Age and female sex were associated with longer braking times. Although conversation did not increase braking time, it reduced speed among older adults, suggesting a compensatory strategy. Drivers who were older, less educated, and presented reduced functional mobility exhibited a performance profile associated with increased vulnerability in traffic contexts. |
| dirty | 0 |
| eu_rights_str_mv | openAccess |
| format | researchArticle |
| fulltext.url.fl_str_mv | https://repositorio.ipcb.pt/bitstreams/20228bd8-69d9-4ad5-a222-17d3e45f9fdc/download |
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| identifier.url.fl_str_mv | http://hdl.handle.net/10400.11/10852 |
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| institution | Instituto Politécnico de Castelo Branco |
| instname_str | Instituto Politécnico de Castelo Branco |
| language | eng |
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| network_name_str | Repositório Científico do Instituto Politécnico de Castelo Branco |
| oai_identifier_str | oai:repositorio.ipcb.pt:10400.11/10852 |
| organization_str_mv | urn:organizationAcronym:ipcb |
| person_str_mv | Ayama, Sérgio Greve, Júlia Maria D'Andréa Silva, Vanderlei Carneiro da Canonica, Alexandra Carolina Lino, Matheus Henrique dos Santos Guiotto, Alisson de Lima Davis, Catherine L. Soares, André Luiz de Seixas Rodrigues, Francisco Rodrigues, Francisco https://www.ciencia-id.pt/7A18-045E-330C 7A18-045E-330C http://orcid.org/0000-0001-8405-4249 0000-0001-8405-4249 Furtado, Guilherme Eustáquio Brech, Guilherme Carlos Castilho Alonso, Angelica |
| publishDate | 2026 |
| publisher.none.fl_str_mv | Elsevier |
| reponame_str | Repositório Científico do Instituto Politécnico de Castelo Branco |
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| spelling | engElsevierporAny activity that diverts a driver's attention during vehicle operation may compromise driving performance and road safety. This study aimed to analyze the effect of conversational distraction on driving performance, examine the association of age and gender with braking time, and identify driver profiles potentially associated with increased traffic vulnerability. A total of 101 drivers participated: 51 older adults (mean age: 69.5 ± 5.9 years) and 50 younger adults (mean age: 33.4 ± 8.8 years). Driving performance was assessed using a simulator, with braking time and driving speed as primary outcomes. Cognitive function was evaluated using the Mini-Mental State Examination (MMSE), and mobility and balance were assessed using the Timed-Up and Go Test (TUGT), both with and without a cognitive task. Older adults exhibited significantly longer braking times compared to younger adults (p = 0.046). However, they also demonstrated lower driving speeds, both with distraction (p = 0.01) and without distraction (p = 0.003). Conversation did not increase braking time but reduced speed in older adults (p = 0.01), suggesting a compensatory driving strategy. Women, regardless of age group, showed significantly longer braking times both with (p < 0.001) and without distraction (p = 0.03). Cluster analysis identified two groups: Cluster 1 (n = 64, 63%) and Cluster 2 (n = 37, 37%). Cluster 2, characterized by a higher proportion of older adults, lower education levels, slower TUGT performance, longer braking times, and reduced driving speeds, accounted for 24.7% of the variance explained by the multivariate clustering solution. Age and female sex were associated with longer braking times. Although conversation did not increase braking time, it reduced speed among older adults, suggesting a compensatory strategy. Drivers who were older, less educated, and presented reduced functional mobility exhibited a performance profile associated with increased vulnerability in traffic contexts.application/pdfen_USImpact of cognitive distraction on driving performance and safety in older adults: A cluster analysis of age, gender, and functional mobilityAyama, SérgioGreve, Júlia Maria D'AndréaSilva, Vanderlei Carneiro daCanonica, Alexandra CarolinaLino, Matheus Henrique dos SantosGuiotto, Alisson de LimaDavis, Catherine L.Soares, André Luiz de SeixasPersonalRodrigues, FranciscoDSpacehttp://dspace.org/items/d496c83f-3a6b-424e-ba10-452ce609d597DSpacehttp://dspace.org/items/d496c83f-3a6b-424e-ba10-452ce609d597RodriguesFranciscoCiência IDhttps://www.ciencia-id.pt7A18-045E-330CORCIDhttp://orcid.org0000-0001-8405-4249Researcher IDhttps://www.researcherid.comJTV-3288-2023Scopus Author IDhttps://www.scopus.com57214122402Furtado, Guilherme EustáquioBrech, Guilherme CarlosCastilho Alonso, AngelicaHostingInstitutionOrganizationalRepositório Científico do Instituto Politécnico de Castelo Brancoe-mailmailto:repositorio@ipcb.ptrepositorio@ipcb.ptISSNIsPartOf1369-8478DOIIsPartOf10.1016/j.trf.2026.1036132026-05-05T10:08:26Z20262026-05-03T17:47:26Z2026-01-01T00:00:00ZHandlehttp://hdl.handle.net/10400.11/10852http://purl.org/coar/access_right/c_abf2open accessReaction timeAgingDistracted drivingSex diferencesRoad safetyLifelong driving2194324 bytesother research producthttp://purl.org/coar/resource_type/c_2df8fbb1research article2026http://creativecommons.org/licenses/by/4.0/http://purl.org/coar/access_right/c_abf2application/pdffulltexthttps://repositorio.ipcb.pt/bitstreams/20228bd8-69d9-4ad5-a222-17d3e45f9fdc/downloadTransportation Research Part F: Traffic Psychology and Behaviour120103613 |
| spellingShingle | Impact of cognitive distraction on driving performance and safety in older adults: A cluster analysis of age, gender, and functional mobility Impact of cognitive distraction on driving performance and safety in older adults: A cluster analysis of age, gender, and functional mobility Ayama, Sérgio Reaction time Aging Distracted driving Sex diferences Road safety Lifelong driving Ayama, Sérgio Reaction time Aging Distracted driving Sex diferences Road safety Lifelong driving |
| status | NEW |
| subject.fl_str_mv | Reaction time Aging Distracted driving Sex diferences Road safety Lifelong driving |
| title | Impact of cognitive distraction on driving performance and safety in older adults: A cluster analysis of age, gender, and functional mobility |
| title_full | Impact of cognitive distraction on driving performance and safety in older adults: A cluster analysis of age, gender, and functional mobility |
| title_fullStr | Impact of cognitive distraction on driving performance and safety in older adults: A cluster analysis of age, gender, and functional mobility Impact of cognitive distraction on driving performance and safety in older adults: A cluster analysis of age, gender, and functional mobility |
| title_full_unstemmed | Impact of cognitive distraction on driving performance and safety in older adults: A cluster analysis of age, gender, and functional mobility Impact of cognitive distraction on driving performance and safety in older adults: A cluster analysis of age, gender, and functional mobility |
| title_short | Impact of cognitive distraction on driving performance and safety in older adults: A cluster analysis of age, gender, and functional mobility |
| title_sort | Impact of cognitive distraction on driving performance and safety in older adults: A cluster analysis of age, gender, and functional mobility |
| topic | Reaction time Aging Distracted driving Sex diferences Road safety Lifelong driving |
| topic_facet | Reaction time Aging Distracted driving Sex diferences Road safety Lifelong driving |
| url | http://hdl.handle.net/10400.11/10852 |
| visible | 1 |