Evidence map›Paper›PMID 33894087›Full record

ArticleHealth & social care in the community2022

Bathroom modifications among community-dwelling older adults who experience falls in the United States: A cross-sectional study.

Boon Peng Ng, Jingping Lu, Georgianne F Tiu, Ladda Thiamwong, YunYing Zhong

Abstract read
In one paragraph

Article in Health & social care in the community, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed, 1 pooled it
–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

8 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Exploring Indoor Home Environment Factors Influencing Fear of Falling: A Systematic Review.Journal of applied gerontology : the official journal of the Southern Gerontological Society · 2025
    Pooled it
  2. Article
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  8. Social Isolation and Falls Risk: Lack of Social Contacts Decreases the Likelihood of Bathroom Modification Among Older Adults With Fear of Falling.Journal of applied gerontology : the official journal of the Southern Gerontological Society · 2022
    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

5 authors.

Boon Peng NgCollege of Nursing, University of Central Florida, Orlando, FL, USA.ORCID 0000-0001-6070-661X
Jingping LuDepartment of Statistics and Data Science, University of Central Florida, Orlando, FL, USA.
Georgianne F TiuDepartment of Health Management and Policy, University of Kentucky, Lexington, KY, USA.
Ladda ThiamwongCollege of Nursing, University of Central Florida, Orlando, FL, USA.
YunYing ZhongDisability, Aging, and Technology Cluster, University of Central Florida, Orlando, FL, USA.

Funding

Technology-based fall risk assessments for older adults in low-income settingsR03AG069799 · NIA · UNIVERSITY OF CENTRAL FLORIDA · PI THIAMWONG, LADDA · 2020 to 2021
$149k
NIA NIH HHS R03 AG069799
6 · The paper itself

Abstract

Falls impose substantial health and economic burdens on older adults. Over half of falls in older adults occur at home, with many involving bathroom areas. Limited information is available on the presence of bathroom modifications for those who experience them. Therefore, we examined factors associated with bathroom modifications among older adults with at least one fall in the United States. We analysed the nationally representative 2016 Medicare Current Beneficiary Survey Public Use File of Medicare beneficiaries aged ≥65 years with ≥1 fall (n = 2,404). A survey-weighted logistic model was used to examine associations between bathroom modifications and factors including socio-demographic characteristics, health-related conditions, and fear of falling. Among Medicare beneficiaries with ≥1 fall, 55.5% had bathroom modifications and 50.1% had repeated falls (≥2 falls). Approximately 40.2% of those with repeated falls had no bathroom modifications. In the adjusted model, non-Hispanic Blacks (odds ratio [OR] = 0.38; p < 0.001) and Hispanics (OR = 0.64; p = 0.039) had lower odds of having bathroom modifications than non-Hispanic Whites. Fear of falling and activities of daily living limitations had incremental impacts on having bathroom modifications. This study highlights the need to improve disparities in bathroom modifications for non-Hispanic Black and Hispanic Medicare beneficiaries, including those with repeated falls. With the aging population and growing number of older minorities in the United States, reducing these disparities is vital for fall prevention efforts and aging-in-place.

Indexed as

Independent LivingToilet FacilitiesActivities of Daily LivingAgedCross-Sectional StudiesFearHumansMedicareUnited Statesaging-in-placebathroom modificationsdisparitiesfallsfear of fallingMedicare beneficiariesrepeated falls

Identifiers

PMID33894087
PMCPMC10028600

What OpenQuestion holds

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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.