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However, we believe that recommendations concerning data curation and software use should be provided in more detail. To ensure data interoperability and facilitate robust data aggregation from such protocols, appropriate and harmonized data formatting and metadata standards are necessary. We further advocate for the open sharing of gait analysis algorithms, to enhance reproducibility and foster collaborative development.<\/jats:p>","DOI":"10.1177\/1877718x251377876","type":"journal-article","created":{"date-parts":[[2025,9,18]],"date-time":"2025-09-18T16:12:53Z","timestamp":1758211973000},"page":"1544-1547","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":3,"title":["Beyond protocol standardization: The importance of data curation and software transparency"],"prefix":"10.1177","volume":"15","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8958-0934","authenticated-orcid":false,"given":"Julius","family":"Welzel","sequence":"first","affiliation":[{"name":"Department of Neurology, University Hospital Schleswig-Holstein Campus Kiel and Kiel University, Kiel, Germany"},{"name":"Neuropsychology Lab, Department of Psychology, Carl von Ossietzky Universit\u00e4t Oldenburg, Oldenburg, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6612-7328","authenticated-orcid":false,"given":"Nadine","family":"Jacobsen","sequence":"additional","affiliation":[{"name":"Neuropsychology Lab, Department of Psychology, Carl von Ossietzky Universit\u00e4t Oldenburg, Oldenburg, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7782-7178","authenticated-orcid":false,"given":"Helena","family":"Cockx","sequence":"additional","affiliation":[{"name":"Department of Neurology, Center of Expertise for Parkinson and Movement Disorders, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0247-087X","authenticated-orcid":false,"given":"Sein","family":"Jeung","sequence":"additional","affiliation":[{"name":"Department of Biopsychology and Neuroergonomics, Technische Universit\u00e4t Berlin, Berlin, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2507-0924","authenticated-orcid":false,"given":"Robbin","family":"Romijnders","sequence":"additional","affiliation":[{"name":"Department of Neurology, University Hospital Schleswig-Holstein Campus Kiel and Kiel University, Kiel, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4813-3868","authenticated-orcid":false,"given":"Clint","family":"Hansen","sequence":"additional","affiliation":[{"name":"Department of Neurology, University Hospital Schleswig-Holstein Campus Kiel and Kiel University, Kiel, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1082-9141","authenticated-orcid":false,"given":"Bettina","family":"Wollesen","sequence":"additional","affiliation":[{"name":"Institute for Movement Therapy and Movement-oriented Prevention and Rehabilitation, German Sports University Cologne, Cologne, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5945-4694","authenticated-orcid":false,"given":"Walter","family":"Maetzler","sequence":"additional","affiliation":[{"name":"Department of Neurology, University Hospital Schleswig-Holstein Campus Kiel and Kiel University, Kiel, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"179","published-online":{"date-parts":[[2025,9,18]]},"reference":[{"key":"e_1_3_2_2_2","doi-asserted-by":"publisher","DOI":"10.1177\/1877718X241305626"},{"key":"e_1_3_2_3_2","doi-asserted-by":"publisher","DOI":"10.1126\/science.aah6168"},{"key":"e_1_3_2_4_2","doi-asserted-by":"publisher","DOI":"10.1126\/SCIENCE.AAC4716\/SUPPL_FILE\/AARTS-SM.PDF"},{"key":"e_1_3_2_5_2","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2009.932122"},{"key":"e_1_3_2_6_2","doi-asserted-by":"publisher","DOI":"10.1038\/sdata.2016.18"},{"key":"e_1_3_2_7_2","doi-asserted-by":"publisher","DOI":"10.1523\/ENEURO.0233-17.2017"},{"key":"e_1_3_2_8_2","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-023-01930-9"},{"key":"e_1_3_2_9_2","first-page":"40","article-title":"Defining the role of open source software in research reproducibility","volume":"55","author":"Barba LA","year":"2022","unstructured":"Barba LA. 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