Identifying risk of depressive symptoms in adults with physical disabilities receiving rehabilitation services

Propensity score approaches

Yejin Lee, Ickpyo Hong, Mi Jung Lee, Hae Yean Park

Research output: Contribution to journalArticle

Abstract

Objective To compare the risk of depressive symptoms in adults with physical disabilities between rehabilitation-receivers and non-receivers. Methods A total of 3,568 adults with physical disabilities were retrieved from the 2014 Korean National Survey on People with Disabilities database. Four covariate adjustment methods (a multivariable regression model, inverse probability of treatment weighting [IPTW] adjusted for normalized weight, IPTW with stabilized weight, and greedy algorithm with 1:1 propensity score matching) were used to estimate the odds of having depressive symptoms. The dependent variable was depressive symptoms and the independent variable was the use of re- habilitation services. Baseline covariates were 19 demographic variables and 10 chronic condition variables. Results The four covariate adjustment methods revealed that adults with physical disabilities receiving rehabilitation services had a higher risk of depressive symptoms than those who did not receive these services (adjusted odds ratio, 1.191-1.294). Conclusion Our findings suggest that adults with physical disabilities receiving rehabilitation services have higher risk of developing depressive symptoms. Therefore, rehabilitation professionals need to pay attention to depressive symptoms and establish therapeutic strategies that can reduce such risk in rehabilitation settings.

Original languageEnglish (US)
Pages (from-to)250-261
Number of pages12
JournalAnnals of Rehabilitation Medicine
Volume43
Issue number3
DOIs
StatePublished - Jun 1 2019

Fingerprint

Propensity Score
Rehabilitation
Depression
Social Adjustment
Weights and Measures
Disabled Persons
Therapeutics
Odds Ratio
Demography
Databases

Keywords

  • Depression
  • Disability study
  • Propensity score
  • Rehabilitation

ASJC Scopus subject areas

  • Rehabilitation

Cite this

Identifying risk of depressive symptoms in adults with physical disabilities receiving rehabilitation services : Propensity score approaches. / Lee, Yejin; Hong, Ickpyo; Lee, Mi Jung; Park, Hae Yean.

In: Annals of Rehabilitation Medicine, Vol. 43, No. 3, 01.06.2019, p. 250-261.

Research output: Contribution to journalArticle

@article{721c647b40504ce2999465411cc41cef,
title = "Identifying risk of depressive symptoms in adults with physical disabilities receiving rehabilitation services: Propensity score approaches",
abstract = "Objective To compare the risk of depressive symptoms in adults with physical disabilities between rehabilitation-receivers and non-receivers. Methods A total of 3,568 adults with physical disabilities were retrieved from the 2014 Korean National Survey on People with Disabilities database. Four covariate adjustment methods (a multivariable regression model, inverse probability of treatment weighting [IPTW] adjusted for normalized weight, IPTW with stabilized weight, and greedy algorithm with 1:1 propensity score matching) were used to estimate the odds of having depressive symptoms. The dependent variable was depressive symptoms and the independent variable was the use of re- habilitation services. Baseline covariates were 19 demographic variables and 10 chronic condition variables. Results The four covariate adjustment methods revealed that adults with physical disabilities receiving rehabilitation services had a higher risk of depressive symptoms than those who did not receive these services (adjusted odds ratio, 1.191-1.294). Conclusion Our findings suggest that adults with physical disabilities receiving rehabilitation services have higher risk of developing depressive symptoms. Therefore, rehabilitation professionals need to pay attention to depressive symptoms and establish therapeutic strategies that can reduce such risk in rehabilitation settings.",
keywords = "Depression, Disability study, Propensity score, Rehabilitation",
author = "Yejin Lee and Ickpyo Hong and Lee, {Mi Jung} and Park, {Hae Yean}",
year = "2019",
month = "6",
day = "1",
doi = "10.5535/arm.2019.43.3.250",
language = "English (US)",
volume = "43",
pages = "250--261",
journal = "Annals of Rehabilitation Medicine",
issn = "2234-0645",
publisher = "Korean Academy of Rehabilitation Medicine (KARM)",
number = "3",

}

TY - JOUR

T1 - Identifying risk of depressive symptoms in adults with physical disabilities receiving rehabilitation services

T2 - Propensity score approaches

AU - Lee, Yejin

AU - Hong, Ickpyo

AU - Lee, Mi Jung

AU - Park, Hae Yean

PY - 2019/6/1

Y1 - 2019/6/1

N2 - Objective To compare the risk of depressive symptoms in adults with physical disabilities between rehabilitation-receivers and non-receivers. Methods A total of 3,568 adults with physical disabilities were retrieved from the 2014 Korean National Survey on People with Disabilities database. Four covariate adjustment methods (a multivariable regression model, inverse probability of treatment weighting [IPTW] adjusted for normalized weight, IPTW with stabilized weight, and greedy algorithm with 1:1 propensity score matching) were used to estimate the odds of having depressive symptoms. The dependent variable was depressive symptoms and the independent variable was the use of re- habilitation services. Baseline covariates were 19 demographic variables and 10 chronic condition variables. Results The four covariate adjustment methods revealed that adults with physical disabilities receiving rehabilitation services had a higher risk of depressive symptoms than those who did not receive these services (adjusted odds ratio, 1.191-1.294). Conclusion Our findings suggest that adults with physical disabilities receiving rehabilitation services have higher risk of developing depressive symptoms. Therefore, rehabilitation professionals need to pay attention to depressive symptoms and establish therapeutic strategies that can reduce such risk in rehabilitation settings.

AB - Objective To compare the risk of depressive symptoms in adults with physical disabilities between rehabilitation-receivers and non-receivers. Methods A total of 3,568 adults with physical disabilities were retrieved from the 2014 Korean National Survey on People with Disabilities database. Four covariate adjustment methods (a multivariable regression model, inverse probability of treatment weighting [IPTW] adjusted for normalized weight, IPTW with stabilized weight, and greedy algorithm with 1:1 propensity score matching) were used to estimate the odds of having depressive symptoms. The dependent variable was depressive symptoms and the independent variable was the use of re- habilitation services. Baseline covariates were 19 demographic variables and 10 chronic condition variables. Results The four covariate adjustment methods revealed that adults with physical disabilities receiving rehabilitation services had a higher risk of depressive symptoms than those who did not receive these services (adjusted odds ratio, 1.191-1.294). Conclusion Our findings suggest that adults with physical disabilities receiving rehabilitation services have higher risk of developing depressive symptoms. Therefore, rehabilitation professionals need to pay attention to depressive symptoms and establish therapeutic strategies that can reduce such risk in rehabilitation settings.

KW - Depression

KW - Disability study

KW - Propensity score

KW - Rehabilitation

UR - http://www.scopus.com/inward/record.url?scp=85068322063&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85068322063&partnerID=8YFLogxK

U2 - 10.5535/arm.2019.43.3.250

DO - 10.5535/arm.2019.43.3.250

M3 - Article

VL - 43

SP - 250

EP - 261

JO - Annals of Rehabilitation Medicine

JF - Annals of Rehabilitation Medicine

SN - 2234-0645

IS - 3

ER -