Identifying Risk of Depressive Symptoms in Adults With Physical Disabilities Receiving Rehabilitation Services: Propensity Score Approaches
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 cova...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Korean Academy of Rehabilitation Medicine
2019-06-01
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| Series: | Annals of Rehabilitation Medicine |
| Subjects: | |
| Online Access: | http://www.e-arm.org/upload/pdf/arm-2019-43-3-250.pdf |
| _version_ | 1827854059683446784 |
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| author | Yejin Lee Ickpyo Hong Mi Jung Lee Hae Yean Park |
| author_facet | Yejin Lee Ickpyo Hong Mi Jung Lee Hae Yean Park |
| author_sort | Yejin Lee |
| collection | DOAJ |
| description | 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 rehabilitation 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. |
| first_indexed | 2024-03-12T11:15:57Z |
| format | Article |
| id | doaj.art-afe4fefe908146a1b87d68f8b4b91363 |
| institution | Directory Open Access Journal |
| issn | 2234-0645 2234-0653 |
| language | English |
| last_indexed | 2024-03-12T11:15:57Z |
| publishDate | 2019-06-01 |
| publisher | Korean Academy of Rehabilitation Medicine |
| record_format | Article |
| series | Annals of Rehabilitation Medicine |
| spelling | doaj.art-afe4fefe908146a1b87d68f8b4b913632023-09-02T02:01:14ZengKorean Academy of Rehabilitation MedicineAnnals of Rehabilitation Medicine2234-06452234-06532019-06-0143325026110.5535/arm.2019.43.3.2504094Identifying Risk of Depressive Symptoms in Adults With Physical Disabilities Receiving Rehabilitation Services: Propensity Score ApproachesYejin Lee0Ickpyo Hong1Mi Jung Lee2Hae Yean Park3 Program in Occupational Therapy, Washington University School of Medicine, St. Louis, MO, USA Department of Occupational Therapy, University of Texas Medical Branch, Galveston, TX, USA Department of Occupational Therapy, University of Florida, Gainesville, FL, USA Department of Occupational Therapy, College of Health Sciences, Yonsei University, Wonju, KoreaObjective 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 rehabilitation 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.http://www.e-arm.org/upload/pdf/arm-2019-43-3-250.pdfRehabilitationDepressionDisability studyPropensity score |
| spellingShingle | Yejin Lee Ickpyo Hong Mi Jung Lee Hae Yean Park Identifying Risk of Depressive Symptoms in Adults With Physical Disabilities Receiving Rehabilitation Services: Propensity Score Approaches Annals of Rehabilitation Medicine Rehabilitation Depression Disability study Propensity score |
| title | Identifying Risk of Depressive Symptoms in Adults With Physical Disabilities Receiving Rehabilitation Services: Propensity Score Approaches |
| title_full | Identifying Risk of Depressive Symptoms in Adults With Physical Disabilities Receiving Rehabilitation Services: Propensity Score Approaches |
| title_fullStr | Identifying Risk of Depressive Symptoms in Adults With Physical Disabilities Receiving Rehabilitation Services: Propensity Score Approaches |
| title_full_unstemmed | Identifying Risk of Depressive Symptoms in Adults With Physical Disabilities Receiving Rehabilitation Services: Propensity Score Approaches |
| title_short | Identifying Risk of Depressive Symptoms in Adults With Physical Disabilities Receiving Rehabilitation Services: Propensity Score Approaches |
| title_sort | identifying risk of depressive symptoms in adults with physical disabilities receiving rehabilitation services propensity score approaches |
| topic | Rehabilitation Depression Disability study Propensity score |
| url | http://www.e-arm.org/upload/pdf/arm-2019-43-3-250.pdf |
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