Utilising a systematic review-based approach to create a database of individual participant data for meta- and network meta-analyses: the RELEASE database of aphasia after stroke
Autor(a) principal: | |
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Data de Publicação: | 2021 |
Outros Autores: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | http://hdl.handle.net/10400.22/19065 |
Resumo: | Collation of aphasia research data across settings, countries and study designs using big data principles will support analyses across different language modalities, levels of impairment, and therapy interventions in this heterogeneous population. Big data approaches in aphasia research may support vital analyses, which are unachievable within individual trial datasets. However, we lack insight into the requirements for a systematically created database, the feasibility and challenges and potential utility of the type of data collated. To report the development, preparation and establishment of an internationally agreed aphasia after stroke research database of individual participant data (IPD) to facilitate planned aphasia research analyses. Data were collated by systematically identifying existing, eligible studies in any language (≥10 IPD, data on time since stroke, and language performance) and included sourcing from relevant aphasia research networks. We invited electronic contributions and also extracted IPD from the public domain. Data were assessed for completeness, validity of value-ranges within variables, and described according to pre-defined categories of demographic data, therapy descriptions, and language domain measurements. We cleaned, clarified, imputed and standardised relevant data in collaboration with the original study investigators. We presented participant, language, stroke, and therapy data characteristics of the final database using summary statistics. From 5256 screened records, 698 datasets were potentially eligible for inclusion; 174 datasets (5928 IPD) from 28 countries were included, 47/174 RCT datasets (1778 IPD) and 91/174 (2834 IPD) included a speech and language therapy (SLT) intervention. Participants’ median age was 63 years (interquartile range [53, 72]), 3407 (61.4%) were male and median recruitment time was 321 days (IQR 30, 1156) after stroke. IPD were available for aphasia severity or ability overall (n = 2699; 80 datasets), naming (n = 2886; 75 datasets), auditory comprehension (n = 2750; 71 datasets), functional communication (n = 1591; 29 datasets), reading (n = 770; 12 datasets) and writing (n = 724; 13 datasets). Information on SLT interventions were described by theoretical approach, therapy target, mode of delivery, setting and provider. Therapy regimen was described according to intensity (1882 IPD; 60 datasets), frequency (2057 IPD; 66 datasets), duration (1960 IPD; 64 datasets) and dosage (1978 IPD; 62 datasets). Our international IPD archive demonstrates the application of big data principles in the context of aphasia research; our rigorous methodology for data acquisition and cleaning can serve as a template for the establishment of similar databases in other research areas. |
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Utilising a systematic review-based approach to create a database of individual participant data for meta- and network meta-analyses: the RELEASE database of aphasia after strokeStrokeAphasiaIndividual participant dataSpeech and language therapyRehabilitation reporting standardsCollation of aphasia research data across settings, countries and study designs using big data principles will support analyses across different language modalities, levels of impairment, and therapy interventions in this heterogeneous population. Big data approaches in aphasia research may support vital analyses, which are unachievable within individual trial datasets. However, we lack insight into the requirements for a systematically created database, the feasibility and challenges and potential utility of the type of data collated. To report the development, preparation and establishment of an internationally agreed aphasia after stroke research database of individual participant data (IPD) to facilitate planned aphasia research analyses. Data were collated by systematically identifying existing, eligible studies in any language (≥10 IPD, data on time since stroke, and language performance) and included sourcing from relevant aphasia research networks. We invited electronic contributions and also extracted IPD from the public domain. Data were assessed for completeness, validity of value-ranges within variables, and described according to pre-defined categories of demographic data, therapy descriptions, and language domain measurements. We cleaned, clarified, imputed and standardised relevant data in collaboration with the original study investigators. We presented participant, language, stroke, and therapy data characteristics of the final database using summary statistics. From 5256 screened records, 698 datasets were potentially eligible for inclusion; 174 datasets (5928 IPD) from 28 countries were included, 47/174 RCT datasets (1778 IPD) and 91/174 (2834 IPD) included a speech and language therapy (SLT) intervention. Participants’ median age was 63 years (interquartile range [53, 72]), 3407 (61.4%) were male and median recruitment time was 321 days (IQR 30, 1156) after stroke. IPD were available for aphasia severity or ability overall (n = 2699; 80 datasets), naming (n = 2886; 75 datasets), auditory comprehension (n = 2750; 71 datasets), functional communication (n = 1591; 29 datasets), reading (n = 770; 12 datasets) and writing (n = 724; 13 datasets). Information on SLT interventions were described by theoretical approach, therapy target, mode of delivery, setting and provider. Therapy regimen was described according to intensity (1882 IPD; 60 datasets), frequency (2057 IPD; 66 datasets), duration (1960 IPD; 64 datasets) and dosage (1978 IPD; 62 datasets). Our international IPD archive demonstrates the application of big data principles in the context of aphasia research; our rigorous methodology for data acquisition and cleaning can serve as a template for the establishment of similar databases in other research areas.Taylor & FrancisRepositório Científico do Instituto Politécnico do PortoWilliams, Louise R.Ali, MyzoonVandenBerg, KathrynWilliams, Linda J.Abo, MasahiroBecker, FrankBowen, AudreyBrandenburg, CaitlinBreitenstein, CaterinaBruehl, StefanieCopland, David A.Cranfill, Tamara B.Pietro-Bachmann, Marie DiEnderby, PamelaFillingham, JoanneGalli, Federica LuciaGandolfi, MarialuisaGlize, BertrandGodecke, ErinHawkins, NeilHilari, KaterinaHinckley, JacquelineHorton, SimonHoward, DavidJaecks, PetraJefferies, ElizabethJesus, Luis MTKambanaros, MariaKang, Eun KyoungKhedr, Eman M.Kong, Anthony Pak-HinKukkonen, TarjaLaganaro, MarinaRalph, Matthew A LambonLaska, Ann CharlotteLeemann, BéatriceLeff, Alexander P.Lima, Roxele RibeiroLorenz, AntjeMacWhinney, BrianMarshall, Rebecca ShislerMattioli, FlaviaMaviş, İlknurMeinzer, MarcusNilipour, RezaNoé, EnriquePaik, Nam-JongPalmer, RebeccaIlias, PapathanasiouPatrício, BrígidaMartins, Isabel PavãoPrice, CathyJakovac, Tatjana PrizlRochon, ElizabethRose, Miranda L.Rosso, CharlotteRubi-Fessen, IlonaRuiter, Marina B.Snell, ClaerwenStahl, BenjaminSzaflarski, Jerzy P.Thomas, Shirley A.Sandt-Koenderman, Mieke Van DeMeulen, Ineke Van DerVisch-Brink, EvyWorrall, LindaWright, Heather HarrisBrady, Marian C.2021-12-14T10:41:38Z2021-10-082021-10-08T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.22/19065engWilliams, L. R., Ali, M., VandenBerg, K., Williams, L. J., Abo, M., Becker, F., Bowen, A., Brandenburg, C., Breitenstein, C., Bruehl, S., Copland, D. A., Cranfill, T. B., Di Pietro-Bachmann, M., Enderby, P., Fillingham, J., Galli, F. L., Gandolfi, M., Glize, B., Godecke, E., Hawkins, N., Hilari, K., Hinckley, J., Horton, S., Howard, D., Jaecks, P., Jefferies, E., Jesus, L. M. T., Kambanaros, M., Kyoung Kang, E., Khedr, E. M., Kong, A. P.-H., Kukkonen, T., Laganaro, M., Lambon Ralph, M. A., Laska, A. C., Leemann, B., Leff, A. P., Ribeiro Lima, R., Lorenz, A., MacWhinney, B., Marshall, R. S., Mattioli, F., Maviş, İ., Meinzer, M., Nilipour, R., Noé, E., Paik, N.-J., Palmer, R., Papathanasiou, I., Patricio, B. F., Pavão Martins, I., Price, C., Prizl Jakovac, T., Rochon, E., Rose, M. L., Rosso, C., Rubi-Fessen, I., Ruiter, M. B., Snell, C., Stahl, B., Szaflarski, J. P., Thomas, S. A., Van De Sandt-Koenderman, M., Van Der Meulen, I., Visch-Brink, E., Worrall, L., Wright, H. H., & Brady, M. C. (2021). Utilising a systematic review-based approach to create a database of individual participant data for meta- and network meta-analyses: the RELEASE database of aphasia after stroke. Aphasiology, 1-21. https://doi.org/10.1080/02687038.2021.189708110.1080/02687038.2021.18970811464-5041metadata only accessinfo: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:RCAAP2023-03-13T13:12:52Zoai:recipp.ipp.pt:10400.22/19065Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T17:39:07.242677Repositório 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 |
Utilising a systematic review-based approach to create a database of individual participant data for meta- and network meta-analyses: the RELEASE database of aphasia after stroke |
title |
Utilising a systematic review-based approach to create a database of individual participant data for meta- and network meta-analyses: the RELEASE database of aphasia after stroke |
spellingShingle |
Utilising a systematic review-based approach to create a database of individual participant data for meta- and network meta-analyses: the RELEASE database of aphasia after stroke Williams, Louise R. Stroke Aphasia Individual participant data Speech and language therapy Rehabilitation reporting standards |
title_short |
Utilising a systematic review-based approach to create a database of individual participant data for meta- and network meta-analyses: the RELEASE database of aphasia after stroke |
title_full |
Utilising a systematic review-based approach to create a database of individual participant data for meta- and network meta-analyses: the RELEASE database of aphasia after stroke |
title_fullStr |
Utilising a systematic review-based approach to create a database of individual participant data for meta- and network meta-analyses: the RELEASE database of aphasia after stroke |
title_full_unstemmed |
Utilising a systematic review-based approach to create a database of individual participant data for meta- and network meta-analyses: the RELEASE database of aphasia after stroke |
title_sort |
Utilising a systematic review-based approach to create a database of individual participant data for meta- and network meta-analyses: the RELEASE database of aphasia after stroke |
author |
Williams, Louise R. |
author_facet |
Williams, Louise R. Ali, Myzoon VandenBerg, Kathryn Williams, Linda J. Abo, Masahiro Becker, Frank Bowen, Audrey Brandenburg, Caitlin Breitenstein, Caterina Bruehl, Stefanie Copland, David A. Cranfill, Tamara B. Pietro-Bachmann, Marie Di Enderby, Pamela Fillingham, Joanne Galli, Federica Lucia Gandolfi, Marialuisa Glize, Bertrand Godecke, Erin Hawkins, Neil Hilari, Katerina Hinckley, Jacqueline Horton, Simon Howard, David Jaecks, Petra Jefferies, Elizabeth Jesus, Luis MT Kambanaros, Maria Kang, Eun Kyoung Khedr, Eman M. Kong, Anthony Pak-Hin Kukkonen, Tarja Laganaro, Marina Ralph, Matthew A Lambon Laska, Ann Charlotte Leemann, Béatrice Leff, Alexander P. Lima, Roxele Ribeiro Lorenz, Antje MacWhinney, Brian Marshall, Rebecca Shisler Mattioli, Flavia Maviş, İlknur Meinzer, Marcus Nilipour, Reza Noé, Enrique Paik, Nam-Jong Palmer, Rebecca Ilias, Papathanasiou Patrício, Brígida Martins, Isabel Pavão Price, Cathy Jakovac, Tatjana Prizl Rochon, Elizabeth Rose, Miranda L. Rosso, Charlotte Rubi-Fessen, Ilona Ruiter, Marina B. Snell, Claerwen Stahl, Benjamin Szaflarski, Jerzy P. Thomas, Shirley A. Sandt-Koenderman, Mieke Van De Meulen, Ineke Van Der Visch-Brink, Evy Worrall, Linda Wright, Heather Harris Brady, Marian C. |
author_role |
author |
author2 |
Ali, Myzoon VandenBerg, Kathryn Williams, Linda J. Abo, Masahiro Becker, Frank Bowen, Audrey Brandenburg, Caitlin Breitenstein, Caterina Bruehl, Stefanie Copland, David A. Cranfill, Tamara B. Pietro-Bachmann, Marie Di Enderby, Pamela Fillingham, Joanne Galli, Federica Lucia Gandolfi, Marialuisa Glize, Bertrand Godecke, Erin Hawkins, Neil Hilari, Katerina Hinckley, Jacqueline Horton, Simon Howard, David Jaecks, Petra Jefferies, Elizabeth Jesus, Luis MT Kambanaros, Maria Kang, Eun Kyoung Khedr, Eman M. Kong, Anthony Pak-Hin Kukkonen, Tarja Laganaro, Marina Ralph, Matthew A Lambon Laska, Ann Charlotte Leemann, Béatrice Leff, Alexander P. Lima, Roxele Ribeiro Lorenz, Antje MacWhinney, Brian Marshall, Rebecca Shisler Mattioli, Flavia Maviş, İlknur Meinzer, Marcus Nilipour, Reza Noé, Enrique Paik, Nam-Jong Palmer, Rebecca Ilias, Papathanasiou Patrício, Brígida Martins, Isabel Pavão Price, Cathy Jakovac, Tatjana Prizl Rochon, Elizabeth Rose, Miranda L. Rosso, Charlotte Rubi-Fessen, Ilona Ruiter, Marina B. Snell, Claerwen Stahl, Benjamin Szaflarski, Jerzy P. Thomas, Shirley A. Sandt-Koenderman, Mieke Van De Meulen, Ineke Van Der Visch-Brink, Evy Worrall, Linda Wright, Heather Harris Brady, Marian C. |
author2_role |
author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author |
dc.contributor.none.fl_str_mv |
Repositório Científico do Instituto Politécnico do Porto |
dc.contributor.author.fl_str_mv |
Williams, Louise R. Ali, Myzoon VandenBerg, Kathryn Williams, Linda J. Abo, Masahiro Becker, Frank Bowen, Audrey Brandenburg, Caitlin Breitenstein, Caterina Bruehl, Stefanie Copland, David A. Cranfill, Tamara B. Pietro-Bachmann, Marie Di Enderby, Pamela Fillingham, Joanne Galli, Federica Lucia Gandolfi, Marialuisa Glize, Bertrand Godecke, Erin Hawkins, Neil Hilari, Katerina Hinckley, Jacqueline Horton, Simon Howard, David Jaecks, Petra Jefferies, Elizabeth Jesus, Luis MT Kambanaros, Maria Kang, Eun Kyoung Khedr, Eman M. Kong, Anthony Pak-Hin Kukkonen, Tarja Laganaro, Marina Ralph, Matthew A Lambon Laska, Ann Charlotte Leemann, Béatrice Leff, Alexander P. Lima, Roxele Ribeiro Lorenz, Antje MacWhinney, Brian Marshall, Rebecca Shisler Mattioli, Flavia Maviş, İlknur Meinzer, Marcus Nilipour, Reza Noé, Enrique Paik, Nam-Jong Palmer, Rebecca Ilias, Papathanasiou Patrício, Brígida Martins, Isabel Pavão Price, Cathy Jakovac, Tatjana Prizl Rochon, Elizabeth Rose, Miranda L. Rosso, Charlotte Rubi-Fessen, Ilona Ruiter, Marina B. Snell, Claerwen Stahl, Benjamin Szaflarski, Jerzy P. Thomas, Shirley A. Sandt-Koenderman, Mieke Van De Meulen, Ineke Van Der Visch-Brink, Evy Worrall, Linda Wright, Heather Harris Brady, Marian C. |
dc.subject.por.fl_str_mv |
Stroke Aphasia Individual participant data Speech and language therapy Rehabilitation reporting standards |
topic |
Stroke Aphasia Individual participant data Speech and language therapy Rehabilitation reporting standards |
description |
Collation of aphasia research data across settings, countries and study designs using big data principles will support analyses across different language modalities, levels of impairment, and therapy interventions in this heterogeneous population. Big data approaches in aphasia research may support vital analyses, which are unachievable within individual trial datasets. However, we lack insight into the requirements for a systematically created database, the feasibility and challenges and potential utility of the type of data collated. To report the development, preparation and establishment of an internationally agreed aphasia after stroke research database of individual participant data (IPD) to facilitate planned aphasia research analyses. Data were collated by systematically identifying existing, eligible studies in any language (≥10 IPD, data on time since stroke, and language performance) and included sourcing from relevant aphasia research networks. We invited electronic contributions and also extracted IPD from the public domain. Data were assessed for completeness, validity of value-ranges within variables, and described according to pre-defined categories of demographic data, therapy descriptions, and language domain measurements. We cleaned, clarified, imputed and standardised relevant data in collaboration with the original study investigators. We presented participant, language, stroke, and therapy data characteristics of the final database using summary statistics. From 5256 screened records, 698 datasets were potentially eligible for inclusion; 174 datasets (5928 IPD) from 28 countries were included, 47/174 RCT datasets (1778 IPD) and 91/174 (2834 IPD) included a speech and language therapy (SLT) intervention. Participants’ median age was 63 years (interquartile range [53, 72]), 3407 (61.4%) were male and median recruitment time was 321 days (IQR 30, 1156) after stroke. IPD were available for aphasia severity or ability overall (n = 2699; 80 datasets), naming (n = 2886; 75 datasets), auditory comprehension (n = 2750; 71 datasets), functional communication (n = 1591; 29 datasets), reading (n = 770; 12 datasets) and writing (n = 724; 13 datasets). Information on SLT interventions were described by theoretical approach, therapy target, mode of delivery, setting and provider. Therapy regimen was described according to intensity (1882 IPD; 60 datasets), frequency (2057 IPD; 66 datasets), duration (1960 IPD; 64 datasets) and dosage (1978 IPD; 62 datasets). Our international IPD archive demonstrates the application of big data principles in the context of aphasia research; our rigorous methodology for data acquisition and cleaning can serve as a template for the establishment of similar databases in other research areas. |
publishDate |
2021 |
dc.date.none.fl_str_mv |
2021-12-14T10:41:38Z 2021-10-08 2021-10-08T00:00:00Z |
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/10400.22/19065 |
url |
http://hdl.handle.net/10400.22/19065 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Williams, L. R., Ali, M., VandenBerg, K., Williams, L. J., Abo, M., Becker, F., Bowen, A., Brandenburg, C., Breitenstein, C., Bruehl, S., Copland, D. A., Cranfill, T. B., Di Pietro-Bachmann, M., Enderby, P., Fillingham, J., Galli, F. L., Gandolfi, M., Glize, B., Godecke, E., Hawkins, N., Hilari, K., Hinckley, J., Horton, S., Howard, D., Jaecks, P., Jefferies, E., Jesus, L. M. T., Kambanaros, M., Kyoung Kang, E., Khedr, E. M., Kong, A. P.-H., Kukkonen, T., Laganaro, M., Lambon Ralph, M. A., Laska, A. C., Leemann, B., Leff, A. P., Ribeiro Lima, R., Lorenz, A., MacWhinney, B., Marshall, R. S., Mattioli, F., Maviş, İ., Meinzer, M., Nilipour, R., Noé, E., Paik, N.-J., Palmer, R., Papathanasiou, I., Patricio, B. F., Pavão Martins, I., Price, C., Prizl Jakovac, T., Rochon, E., Rose, M. L., Rosso, C., Rubi-Fessen, I., Ruiter, M. B., Snell, C., Stahl, B., Szaflarski, J. P., Thomas, S. A., Van De Sandt-Koenderman, M., Van Der Meulen, I., Visch-Brink, E., Worrall, L., Wright, H. H., & Brady, M. C. (2021). Utilising a systematic review-based approach to create a database of individual participant data for meta- and network meta-analyses: the RELEASE database of aphasia after stroke. Aphasiology, 1-21. https://doi.org/10.1080/02687038.2021.1897081 10.1080/02687038.2021.1897081 1464-5041 |
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Taylor & Francis |
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Taylor & Francis |
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