Evidence map›Paper›PMID 41480187›Full record

ArticleJournal of the American Statistical Association2025

Elastic Shape Analysis of Movement Data.

J E Borgert, Jan Hannig, J D Tucker, Liubov Arbeeva, Ashley N Buck, Yvonne M Golightly, Stephen P Messier, Amanda E Nelson, J S Marron

Abstract read
In one paragraph

Article in Journal of the American Statistical Association, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

J E BorgertDepartment of Statistics & Operations Research, University of North Carolina, Chapel Hill, NC.
Jan HannigDepartment of Statistics & Operations Research, University of North Carolina, Chapel Hill, NC.
J D TuckerStatistical Sciences, Sandia National Laboratories, Albuquerque, NM.
Liubov ArbeevaThurston Arthritis Research Center, University of North Carolina, Chapel Hill, NC.
Ashley N BuckThurston Arthritis Research Center, University of North Carolina, Chapel Hill, NC.
Yvonne M GolightlyThurston Arthritis Research Center, University of North Carolina, Chapel Hill, NC.
Stephen P MessierDepartment of Health & Exercise Science, Wake Forest University, Winston-Salem, NC.
Amanda E NelsonThurston Arthritis Research Center, University of North Carolina, Chapel Hill, NC.
J S MarronDepartment of Statistics & Operations Research, University of North Carolina, Chapel Hill, NC.

Funding

Wake Forest Claude D. Pepper OAIC - RenewalP30AG021332 · NIA · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI LEON LENCHIK · 2002 to 2026
$36.4M
USE OF MOTIVATIONAL INTERVIEWING TO MANAGE TYPE I DIABETESM01RR000211 · NCRR · UNIVERSITY OF TENNESSEE HEALTH SCI CTR · PI SCHWAB, STEVE J · 1985 to 2006
$9.6M
UNC Core Center for Clinical ResearchP30AR072580 · NIAMS · UNIV OF NORTH CAROLINA CHAPEL HILL · PI LEIGH Fleming CALLAHAN, Amanda E Nelson · 2019 to 2026
$6.1M
Intensive Dietary Restriction with Exercise in ArthritisR01AR052528 · NIAMS · WAKE FOREST UNIVERSITY · PI MESSIER, STEPHEN P · 2006 to 2010
$2.9M
Mentoring in Patient Oriented Research in OsteoarthritisK24AR081368 · NIAMS · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Amanda E Nelson · 2022 to 2026
$916k
The Rheumatic and Musculoskeletal Disease Epidemiology and Outcomes Training Program at the University of North CarolinaT32AR082310 · NIAMS · UNIV OF NORTH CAROLINA CHAPEL HILL · PI LEIGH Fleming CALLAHAN, Amanda E Nelson · 2024 to 2026
$616k
NCRR NIH HHS M01 RR000211NIAMS NIH HHS K24 AR081368NIAMS NIH HHS P30 AR072580NIAMS NIH HHS R01 AR052528NIAMS NIH HHS T32 AR082310NIA NIH HHS P30 AG021332
6 · The paper itself

Abstract

Osteoarthritis (OA) is a highly prevalent degenerative joint disease, and the knee is the most commonly affected joint. Biomechanical factors, particularly forces exerted during walking, are often measured in modern studies of knee joint injury and OA, and understanding the relationship among biomechanics, clinical profiles, and OA has high clinical relevance. Biomechanical forces are typically represented as curves over time, but a standard practice in biomechanics research is to summarize these curves by a small number of discrete values (or

Indexed as

Biomechanical dataFunctional data analysisNonparametric methodsShape statistics

Identifiers

PMID41480187
PMCPMC12755838

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.