TY - JOUR
T1 - Healthcare utilization among pre-frail and frail Puerto Ricans
AU - Barba, Cheyanne
AU - Downer, Brian
AU - Clay, Olivio J.
AU - Kennedy, Richard
AU - Ballard, Erin
AU - Crowe, Michael
N1 - Publisher Copyright:
Copyright: © 2023 Barba et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
PY - 2023/1
Y1 - 2023/1
N2 - Frailty is associated with adverse health outcomes and greater healthcare utilization. Less is known about the relationship between frailty and healthcare utilization in Puerto Rico, where high rates of chronic conditions and limited healthcare may put this group at a higher likelihood of using healthcare resources. This study examined the association between pre-frailty and frailty with healthcare utilization at baseline and 4-year follow-up among a cohort of community dwelling Puerto Ricans living on the island. We examined data from 3,040 Puerto Ricans (mean age 70.6 years) from The Puerto Rican Elderly: Health Conditions (PREHCO) study between 2002-2003 and 2006-2007. We used a modified version of the Fried criteria defined as 3 or more of the following: shrinking, weakness, poor energy, slowness, and low physical activity. Pre-frailty was defined as 1-2 components. The number of emergency room visits, hospital stays, and doctor visits within the last year were self-reported. Zero-inflated negative binomial regression models were used for ER visits and hospital stays. Negative binomial models were used for doctor visits. Pre-frailty was associated with a higher rate of doctor visits with a rate ratio of 1.11 (95% CI = 1.01-1.22) at baseline. Frailty was associated with a higher rate of ER visits (1.48, 95% CI = 1.13-1.95), hospital stays (1.69, 95% CI = 1.08-2.65), and doctor visits (1.24, 95% CI = 1.10-1.39) at baseline. Pre-frailty and frailty were not associated with any healthcare outcomes at follow-up. Pre-frailty and frailty are associated with an increased rate of healthcare services cross-sectionally among Puerto Rican adults, which may cause additional burdens on the already pressured healthcare infrastructure on the island.
AB - Frailty is associated with adverse health outcomes and greater healthcare utilization. Less is known about the relationship between frailty and healthcare utilization in Puerto Rico, where high rates of chronic conditions and limited healthcare may put this group at a higher likelihood of using healthcare resources. This study examined the association between pre-frailty and frailty with healthcare utilization at baseline and 4-year follow-up among a cohort of community dwelling Puerto Ricans living on the island. We examined data from 3,040 Puerto Ricans (mean age 70.6 years) from The Puerto Rican Elderly: Health Conditions (PREHCO) study between 2002-2003 and 2006-2007. We used a modified version of the Fried criteria defined as 3 or more of the following: shrinking, weakness, poor energy, slowness, and low physical activity. Pre-frailty was defined as 1-2 components. The number of emergency room visits, hospital stays, and doctor visits within the last year were self-reported. Zero-inflated negative binomial regression models were used for ER visits and hospital stays. Negative binomial models were used for doctor visits. Pre-frailty was associated with a higher rate of doctor visits with a rate ratio of 1.11 (95% CI = 1.01-1.22) at baseline. Frailty was associated with a higher rate of ER visits (1.48, 95% CI = 1.13-1.95), hospital stays (1.69, 95% CI = 1.08-2.65), and doctor visits (1.24, 95% CI = 1.10-1.39) at baseline. Pre-frailty and frailty were not associated with any healthcare outcomes at follow-up. Pre-frailty and frailty are associated with an increased rate of healthcare services cross-sectionally among Puerto Rican adults, which may cause additional burdens on the already pressured healthcare infrastructure on the island.
UR - http://www.scopus.com/inward/record.url?scp=85146180020&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85146180020&partnerID=8YFLogxK
U2 - 10.1371/journal.pone.0280128
DO - 10.1371/journal.pone.0280128
M3 - Article
C2 - 36634091
AN - SCOPUS:85146180020
SN - 1932-6203
VL - 18
JO - PloS one
JF - PloS one
IS - 1 January
M1 - e0280128
ER -