Maintenance Notice

Due to necessary scheduled maintenance, the JMIR Publications website will be unavailable from Wednesday, July 01, 2020 at 8:00 PM to 10:00 PM EST. We apologize in advance for any inconvenience this may cause you.

Who will be affected?

Accepted for/Published in: JMIR Aging

Date Submitted: Feb 28, 2019
Open Peer Review Period: Mar 4, 2019 - Mar 25, 2019
Date Accepted: Jul 17, 2019
(closed for review but you can still tweet)

The final, peer-reviewed published version of this preprint can be found here:

Understanding Comorbidities and Their Contribution to Predictors of Medical Resource Utilization for an Age- and Sex-Matched Patient Population Living With HIV: Cross-Sectional Study

Odlum M, Yoon S

Understanding Comorbidities and Their Contribution to Predictors of Medical Resource Utilization for an Age- and Sex-Matched Patient Population Living With HIV: Cross-Sectional Study

JMIR Aging 2019;2(2):e13865

DOI: 10.2196/13865

PMID: 31516123

PMCID: 6746060

Understanding Comorbidities and their Contribution to Medical Resource Utilization for an Age and Sex Matched Patient Population Living with HIV: A Cross-Sectional Study

  • Michelle Odlum; 
  • Sunmoo Yoon

ABSTRACT

Background:

Over 60% of people aging with HIV are observed to have multiple comorbidities; attributed to a variety of factors (e.g., biological, environmental), with sex differences observed. However, understanding these differences and their contribution to medical resource utilization remains challenging.

Objective:

For further insight, we analyzed HIV patient data matched by sex.

Methods:

ICD9/10 diagnostic codes that comprise the Electronic Health Records from a clinical data warehouse of male (N=229) and female (N=229) patients were categorized by individual characteristics, chronic and mental health conditions, treatment, high risk behaviors and infections, and used as predictors of medical resource utilization represented by Charlson Comorbidity scores.

Results:

Significant contributors to high Charlson scores in males were age (β =2.37; 1.45, 3.29), longer hospital stay (β=0.046; 0.009, 0.083), malnutrition (β=2.96; 1.72, 4.20) kidney failure (β=2.23; 0.934, 3.52); chemotherapy (β= 3.58; 2.16, 5.002), prior tobacco use (β= 1.40; 0.200, 2.61) and Hepatitis C (β= 1.49; 0.181, 2.79). For females, age (β=1.37; 0.361, 2.38), longer hospital stay (β=0.042; 0.005, 0.078), heart failure (β= 2.41; 0.833, 3.98); chemotherapy (β= 3.48; 1.626, 5.33) and substance abuse (β= 1.94; 0.180, 3.702).

Conclusions:

Our findings identified sex-based differences in medical resource utilization. Increased prevalence of comorbidities in aging people with HIV has the potential to overburden global health systems; the development of narrower HIV sex-based phenotypes with greater clinical validity will support intervention efficacy and successful aging.


 Citation

Please cite as:

Odlum M, Yoon S

Understanding Comorbidities and Their Contribution to Predictors of Medical Resource Utilization for an Age- and Sex-Matched Patient Population Living With HIV: Cross-Sectional Study

JMIR Aging 2019;2(2):e13865

DOI: 10.2196/13865

PMID: 31516123

PMCID: 6746060

Per the author's request the PDF is not available.

© The authors. All rights reserved. This is a privileged document currently under peer-review/community review (or an accepted/rejected manuscript). Authors have provided JMIR Publications with an exclusive license to publish this preprint on it's website for review and ahead-of-print citation purposes only. While the final peer-reviewed paper may be licensed under a cc-by license on publication, at this stage authors and publisher expressively prohibit redistribution of this draft paper other than for review purposes.