Studying missingness in spinal cord injury data: challenges and impact of data imputation.

Journal Information

Full Title: BMC Med Res Methodol

Abbreviation: BMC Med Res Methodol

Country: Unknown

Publisher: Unknown

Language: N/A

Publication Details

Subject Category: Medicine

Available in Europe PMC: Yes

Available in PMC: Yes

PDF Available: No

Transparency Score
5/6
83.3% Transparent
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Evidence found in paper:

"the code describing the analysis can be accessed on our github repository ( https://github com/lbourguignon/missingness-in-sci-data )."

Evidence found in paper:

"the code describing the analysis can be accessed on our github repository ( https://github com/lbourguignon/missingness-in-sci-data )."

Evidence found in paper:

"Declarations Ethics approval and consent to participateApproval for this study (secondary analysis) was received by an institutional ethical standards committee on human experimentation at the University of British Columbia. The original Sygen clinical trial [23–25] also received ethical approval, but was conducted before clinical trials were required to be registered (i.e., no clinicaltrial.gov identifier available). All experiments were performed in accordance with relevant guidelines and regulations. Informed consent to participate was obtained from all of the participants as part of the original study. Consent for publicationNot applicable. Competing interestsThe authors declare no competing interests. Competing interests The authors declare no competing interests."

Evidence found in paper:

"Funding Open access funding provided by Swiss Federal Institute of Technology Zurich This study was supported by the Swiss National Science Foundation (Ambizione Grant [PZ00P3_186101, Jutzeler]). SB was supported by the Botnar Research Centre for Child Health Postdoctoral Excellence Programme (#PEP-2021-1008). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript. The funding sources of the study had no role in study design, data collection, data analysis, data interpretation, or writing of the report. The corresponding authors had full access to all the data in the study and had final responsibility for the decision to submit for publication."

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Open Access
Paper is freely available to read
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Last Updated: Aug 05, 2025