Evidence map›Paper›PMID 39922225›Full record

Observational studyJournal of the American Medical Directors Association2025

Disparities in Infection Risk Among Home Health Care Patients: A Study Using Area Deprivation Index.

Jingjing Shang, Uduwanage Gayani E Perera, Jianfang Liu, Ashley M Chastain, David Russell, Jinjiao Wang, Thomas V Caprio, Yolanda Barrón, Sarah Szanton, Suning Zhao and 1 more

Abstract readObservational Study
In one paragraph

Observational study in Journal of the American Medical Directors 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. Risk factors for polymicrobial klebsiella pneumoniae bloodstream infection: a retrospective cohort study using the antimicrobial resistance monitoring database.European journal of clinical microbiology & infectious diseases : official publication of the European Society of Clinical Microbiology · 2026
    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

11 authors.

Jingjing ShangCenter for Health Policy, Columbia University School of Nursing, New York, NY, USA. Electronic address: js4032@cumc.columbia.edu.
Uduwanage Gayani E PereraCenter for Health Policy, Columbia University School of Nursing, New York, NY, USA.
Jianfang LiuCenter for Health Policy, Columbia University School of Nursing, New York, NY, USA.
Ashley M ChastainCenter for Health Policy, Columbia University School of Nursing, New York, NY, USA.
David RussellCenter for Home Care Policy & Research, VNS Health, New York, NY, USA.
Jinjiao WangSchool of Nursing, University of Rochester, Rochester, NY, USA.
Thomas V CaprioDivision of Geriatrics and Aging, Department of Medicine, University of Rochester School of Medicine, Rochester, NY, USA.
Yolanda BarrónCenter for Home Care Policy & Research, VNS Health, New York, NY, USA.
Sarah SzantonSchool of Nursing, Johns Hopkins University, Baltimore, MD, USA.
Suning ZhaoCenter for Health Policy, Columbia University School of Nursing, New York, NY, USA.
Margaret V McDonaldCenter for Home Care Policy & Research, VNS Health, New York, NY, USA.

Funding

AHRQ HHS R01 HS028637
6 · The paper itself

Abstract

objectiveTo examine the association between neighborhood deprivation and infection-related hospitalizations among home health care (HHC) patients across different rurality levels.

designRetrospective observation analysis of 2019 national data sets, including Medicare data linked to 2019 Area Deprivation Index (ADI) data and Rural-Urban Continuum Codes (RUCCs). SETTING AND

participantsThe sample includes 3,656,810 HHC patients from 8135 HHC agencies nationwide. Patients were predominantly White (77.6%), with an average age of 80 years, and mostly female (61.7%). The sample included 24% dual-eligible patients and those living in large metropolitan (53.8%), small metro (30.2%), rural adjacent (11.4%), and remote rural areas (4.6%).

methodsHospital admissions due to infection were identified through International Classification of Diseases, Tenth Revision (ICD-10), codes. Neighborhood deprivation was measured by the 2019 ADI. Patients were stratified by RUCC (large metro, small metro, rural adjacent, or remote rural). Within each rurality stratum, ADI quartiles were constructed, with higher quartiles indicating greater neighborhood deprivation. Multivariable logistic regression was conducted, adjusting for multiple-level variables.

resultsAs neighborhood deprivation increased, there was a rise in the proportion of dual-eligible, female, Black, and Hispanic patients, whereas the proportion of White patients decreased, especially in rural areas. Rural areas with higher ADI rankings showed lower quality metrics and reduced health care resources. Higher ADI quartiles were significantly associated with increased infection risks after adjusting for covariates, but this was only observed in remote rural areas, not in urban areas. CONCLUSIONS AND IMPLICATIONS: The findings highlight significant policy and clinical implications for remote rural areas. Policymakers should increase investments in rural health infrastructure, enhance telehealth, improve transportation services, and offer incentives for health care providers to practice in these areas. The nonsignificant association between neighborhood deprivation and infection outcomes in metropolitan areas may stem from the ADI's limited sensitivity to urban contexts, highlighting the need for more nuanced indices that better capture urban socioeconomic challenges.

Indexed as

Healthcare DisparitiesHome Care ServicesInfectionsAgedAged, 80 and overFemaleHospitalizationHumansMaleMedicareRetrospective StudiesRural PopulationSocial DeprivationUnited StatesArea Deprivation IndexdisparitiesHome health careinfection-related hospitalizationsrurality

Identifiers

PMID39922225
PMCPMC12159864

What OpenQuestion holds

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Registered trials

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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.