Evidence map›Paper›PMID 40271164›Full record

ArticleMathematics (Basel, Switzerland)2025

Effectiveness of PEER Intervention on Older Adults' Physical Activity Time Series Using Smoothing Spline ANOVA.

Yi Liu, Chang Liu, Liqiang Ni, Wei Zhang, Chen Chen, Janet Lopez, Hao Zheng, Ladda Thiamwong, Rui Xie

Abstract read
In one paragraph

Article in Mathematics (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Every Fall Matters: Challenging Ageism and Negative Self-Perception of Aging.Journal of psychosocial nursing and mental health services · 2025
    Article
  4. Diffusion Policies with Offline and Inverse Reinforcement Learning for Promoting Physical Activity in Older Adults Using Wearable Sensors.Proceedings of the ... International Conference on Machine Learning and Applications. International Conference on Machine Learning and Applications · 2025
    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.

Yi LiuDepartment of Statistics and Data Science, University of Central Florida, Orlando, FL 32816, USA.ORCID 0009-0006-9004-0664
Chang LiuDepartment of Statistics and Data Science, University of Central Florida, Orlando, FL 32816, USA.ORCID 0009-0003-5785-500X
Liqiang NiDepartment of Statistics and Data Science, University of Central Florida, Orlando, FL 32816, USA.ORCID 0000-0003-2770-9119
Wei ZhangDepartment of Computer Science, University of Central Florida, Orlando, FL 32816, USA.ORCID 0000-0003-3605-9373
Chen ChenDepartment of Computer Science, University of Central Florida, Orlando, FL 32816, USA.ORCID 0000-0003-3957-7061
Janet LopezCollege of Nursing, University of Central Florida, Orlando, FL 32816, USA.ORCID 0000-0002-3682-8331
Hao ZhengDepartment of Electrical and Computer Engineering, University of Central Florida, Orlando, FL 32816, USA.ORCID 0000-0003-4391-2774
Ladda ThiamwongCollege of Nursing, University of Central Florida, Orlando, FL 32816, USA.ORCID 0000-0001-8506-5812
Rui XieDepartment of Statistics and Data Science, University of Central Florida, Orlando, FL 32816, USA.ORCID 0000-0001-9769-8131

Funding

Optimizing a technology-based body and mind intervention to prevent falls and reduce health disparities in low-income populations.R01MD018025 · NIMHD · UNIVERSITY OF CENTRAL FLORIDA · PI THIAMWONG, LADDA · 2022 to 2025
$3.0M
NIMHD NIH HHS R01 MD018025
6 · The paper itself

Abstract

Falls are a major cause of injury among older adults. The Physio-fEedback Exercise pRogram (PEER) combines physio-feedback, cognitive reframing, and guided exercises to reduce fall risk. However, its impact on physical activity (PA) over time is underexplored. Functional time-series analysis offers insight into behavior patterns and sustainability. This preliminary study assessed PEER's effectiveness in improving PA levels immediately and over time. A total of 64 community-dwelling older adults were cluster-randomized into PEER

Indexed as

accelerometerphysical activitysmoothing spline ANOVAtime serieswearable devices

Identifiers

PMID40271164
PMCPMC12017781

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.