Development and validation of a continuous fall risk score in community-dwelling older people: an ecological approach

Detalhes bibliográficos
Autor(a) principal: Bravo, J
Data de Publicação: 2021
Outros Autores: Rosado, H, Tomas-Carus, P, Carrasco, C, Batalha, N, Folgado, H, Pereira, C
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10174/31873
https://doi.org/Bravo, J., Rosado, H., Tomas-Carus, P., Carrasco, C., Batalha, N., Folgado, H., &. (2021). Development and validation of a continuous fall risk score in community-dwelling older people: an ecological approach. BMC Public Health, 21(2), 808. https://doi.org/10.1186/s12889-021-10813-w
https://doi.org/10.1186/s12889-021-10813-w
Resumo: Background Fall risk assessment in older people is of major importance for providing adequate preventive measures. Current predictive models are mainly focused on intrinsic risk factors and do not adjust for contextual exposure. The validity and utility of continuous risk scores have already been demonstrated in clinical practice in several diseases. In this study, we aimed to develop and validate an intrinsic-exposure continuous fall risk score (cFRs) for community-dwelling older people through standardized residuals. Methods Self-reported falls in the last year were recorded from 504 older persons (391 women: age 73.1 ± 6.5 years; 113 men: age 74.0 ± 6.1 years). Participants were categorized as occasional fallers (falls ≤1) or recurrent fallers (≥ 2 falls). The cFRs was derived for each participant by summing the standardized residuals (Z-scores) of the intrinsic fall risk factors and exposure factors. Receiver operating characteristic (ROC) analysis was used to determine the accuracy of the cFRs for identifying recurrent fallers. Results The cFRs varied according to the number of reported falls; it was lowest in the group with no falls (− 1.66 ± 2.59), higher in the group with one fall (0.05 ± 3.13, p < 0.001), and highest in the group with recurrent fallers (2.82 ± 3.94, p < 0.001). The cFRs cutoff level yielding the maximal sensitivity and specificity for identifying recurrent fallers was 1.14, with an area under the ROC curve of 0.790 (95% confidence interval: 0.746–0.833; p < 0.001). Conclusions The cFRs was shown to be a valid dynamic multifactorial fall risk assessment tool for epidemiological analyses and clinical practice. Moreover, the potential for the cFRs to become a widely used approach regarding fall prevention in community-dwelling older people was demonstrated, since it involves a holistic intrinsic-exposure approach to the phenomena. Further investigation is required to validate the cFRs with other samples since it is a sample-specific tool.
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spelling Development and validation of a continuous fall risk score in community-dwelling older people: an ecological approachDynamic fall risk assessmentFall preventionOlder adultsPredictive accuracyBackground Fall risk assessment in older people is of major importance for providing adequate preventive measures. Current predictive models are mainly focused on intrinsic risk factors and do not adjust for contextual exposure. The validity and utility of continuous risk scores have already been demonstrated in clinical practice in several diseases. In this study, we aimed to develop and validate an intrinsic-exposure continuous fall risk score (cFRs) for community-dwelling older people through standardized residuals. Methods Self-reported falls in the last year were recorded from 504 older persons (391 women: age 73.1 ± 6.5 years; 113 men: age 74.0 ± 6.1 years). Participants were categorized as occasional fallers (falls ≤1) or recurrent fallers (≥ 2 falls). The cFRs was derived for each participant by summing the standardized residuals (Z-scores) of the intrinsic fall risk factors and exposure factors. Receiver operating characteristic (ROC) analysis was used to determine the accuracy of the cFRs for identifying recurrent fallers. Results The cFRs varied according to the number of reported falls; it was lowest in the group with no falls (− 1.66 ± 2.59), higher in the group with one fall (0.05 ± 3.13, p < 0.001), and highest in the group with recurrent fallers (2.82 ± 3.94, p < 0.001). The cFRs cutoff level yielding the maximal sensitivity and specificity for identifying recurrent fallers was 1.14, with an area under the ROC curve of 0.790 (95% confidence interval: 0.746–0.833; p < 0.001). Conclusions The cFRs was shown to be a valid dynamic multifactorial fall risk assessment tool for epidemiological analyses and clinical practice. Moreover, the potential for the cFRs to become a widely used approach regarding fall prevention in community-dwelling older people was demonstrated, since it involves a holistic intrinsic-exposure approach to the phenomena. Further investigation is required to validate the cFRs with other samples since it is a sample-specific tool.BMC Public Health2022-04-27T14:07:52Z2022-04-272021-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://hdl.handle.net/10174/31873https://doi.org/Bravo, J., Rosado, H., Tomas-Carus, P., Carrasco, C., Batalha, N., Folgado, H., &. (2021). Development and validation of a continuous fall risk score in community-dwelling older people: an ecological approach. BMC Public Health, 21(2), 808. https://doi.org/10.1186/s12889-021-10813-whttps://doi.org/10.1186/s12889-021-10813-whttp://hdl.handle.net/10174/31873https://doi.org/10.1186/s12889-021-10813-wengjorgebravo@uevora.pthrosado@uevora.ptptc@uevora.ptccarom@unex.esnmpba@uevora.pthfolgado@uevora.ptclnp@uevora.ptBravo, JRosado, HTomas-Carus, PCarrasco, CBatalha, NFolgado, HPereira, Cinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-01-03T19:31:45Zoai:dspace.uevora.pt:10174/31873Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T01:20:53.545941Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Development and validation of a continuous fall risk score in community-dwelling older people: an ecological approach
title Development and validation of a continuous fall risk score in community-dwelling older people: an ecological approach
spellingShingle Development and validation of a continuous fall risk score in community-dwelling older people: an ecological approach
Bravo, J
Dynamic fall risk assessment
Fall prevention
Older adults
Predictive accuracy
title_short Development and validation of a continuous fall risk score in community-dwelling older people: an ecological approach
title_full Development and validation of a continuous fall risk score in community-dwelling older people: an ecological approach
title_fullStr Development and validation of a continuous fall risk score in community-dwelling older people: an ecological approach
title_full_unstemmed Development and validation of a continuous fall risk score in community-dwelling older people: an ecological approach
title_sort Development and validation of a continuous fall risk score in community-dwelling older people: an ecological approach
author Bravo, J
author_facet Bravo, J
Rosado, H
Tomas-Carus, P
Carrasco, C
Batalha, N
Folgado, H
Pereira, C
author_role author
author2 Rosado, H
Tomas-Carus, P
Carrasco, C
Batalha, N
Folgado, H
Pereira, C
author2_role author
author
author
author
author
author
dc.contributor.author.fl_str_mv Bravo, J
Rosado, H
Tomas-Carus, P
Carrasco, C
Batalha, N
Folgado, H
Pereira, C
dc.subject.por.fl_str_mv Dynamic fall risk assessment
Fall prevention
Older adults
Predictive accuracy
topic Dynamic fall risk assessment
Fall prevention
Older adults
Predictive accuracy
description Background Fall risk assessment in older people is of major importance for providing adequate preventive measures. Current predictive models are mainly focused on intrinsic risk factors and do not adjust for contextual exposure. The validity and utility of continuous risk scores have already been demonstrated in clinical practice in several diseases. In this study, we aimed to develop and validate an intrinsic-exposure continuous fall risk score (cFRs) for community-dwelling older people through standardized residuals. Methods Self-reported falls in the last year were recorded from 504 older persons (391 women: age 73.1 ± 6.5 years; 113 men: age 74.0 ± 6.1 years). Participants were categorized as occasional fallers (falls ≤1) or recurrent fallers (≥ 2 falls). The cFRs was derived for each participant by summing the standardized residuals (Z-scores) of the intrinsic fall risk factors and exposure factors. Receiver operating characteristic (ROC) analysis was used to determine the accuracy of the cFRs for identifying recurrent fallers. Results The cFRs varied according to the number of reported falls; it was lowest in the group with no falls (− 1.66 ± 2.59), higher in the group with one fall (0.05 ± 3.13, p < 0.001), and highest in the group with recurrent fallers (2.82 ± 3.94, p < 0.001). The cFRs cutoff level yielding the maximal sensitivity and specificity for identifying recurrent fallers was 1.14, with an area under the ROC curve of 0.790 (95% confidence interval: 0.746–0.833; p < 0.001). Conclusions The cFRs was shown to be a valid dynamic multifactorial fall risk assessment tool for epidemiological analyses and clinical practice. Moreover, the potential for the cFRs to become a widely used approach regarding fall prevention in community-dwelling older people was demonstrated, since it involves a holistic intrinsic-exposure approach to the phenomena. Further investigation is required to validate the cFRs with other samples since it is a sample-specific tool.
publishDate 2021
dc.date.none.fl_str_mv 2021-01-01T00:00:00Z
2022-04-27T14:07:52Z
2022-04-27
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10174/31873
https://doi.org/Bravo, J., Rosado, H., Tomas-Carus, P., Carrasco, C., Batalha, N., Folgado, H., &. (2021). Development and validation of a continuous fall risk score in community-dwelling older people: an ecological approach. BMC Public Health, 21(2), 808. https://doi.org/10.1186/s12889-021-10813-w
https://doi.org/10.1186/s12889-021-10813-w
http://hdl.handle.net/10174/31873
https://doi.org/10.1186/s12889-021-10813-w
url http://hdl.handle.net/10174/31873
https://doi.org/Bravo, J., Rosado, H., Tomas-Carus, P., Carrasco, C., Batalha, N., Folgado, H., &. (2021). Development and validation of a continuous fall risk score in community-dwelling older people: an ecological approach. BMC Public Health, 21(2), 808. https://doi.org/10.1186/s12889-021-10813-w
https://doi.org/10.1186/s12889-021-10813-w
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv jorgebravo@uevora.pt
hrosado@uevora.pt
ptc@uevora.pt
ccarom@unex.es
nmpba@uevora.pt
hfolgado@uevora.pt
clnp@uevora.pt
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv BMC Public Health
publisher.none.fl_str_mv BMC Public Health
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
repository.mail.fl_str_mv
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