Understanding Missing Patterns in Standardized Patient Functional Data at Inpatient Rehabilitation Facilities

2021 ◽  
Vol 102 (10) ◽  
pp. e78
Author(s):  
Chih-ying Li ◽  
Hyunkyoung Kim ◽  
Trudy Mallinson ◽  
Kenneth Ottenbacher ◽  
Yong-Fang Kuo
PM&R ◽  
2021 ◽  
Author(s):  
Gregory T. Robbins ◽  
Richard Goldstein ◽  
Sameer Siddiqui ◽  
Donna S. Huang ◽  
Ross Zafonte ◽  
...  

Stroke ◽  
2021 ◽  
Vol 52 (Suppl_1) ◽  
Author(s):  
Shayandokht Taleb ◽  
Dorothea Parker ◽  
Lamya Ibrahim ◽  
Billie Hsieh ◽  
Muhammad E Haque ◽  
...  

Introduction: We asked whether intracerebral hemorrhage (ICH) patients admitted to inpatient rehabilitation facilities(IRF) improve differently based on their involvement of the corticospinal tract(CST). Aim: To predict associating radiological factors affecting discharge FIM score. Methods: We reviewed the patients’ characteristics and their respective imaging findings presenting with ICH between 4/17 to 8/19. The ICH volume and edema around the ICH were measured using analyze software. The main outcome measure was FIM score at time of discharge. Statistical significance was set at 0.05. Results: Among the 53 patients included, 49% were female. The median age of the patients was 62 years (IQR 25,89). The median length of stay at IRF was 22days (IQR 14,26). In univariate analysis, FIM score at the time of discharge FIM score at the time of discharge admission were significantly associated with NIHSS (estimate -1.26, p<0.001), and ICH volume (estimate -3.45, p=0.01). However, the univariate analysis did not reveal an association of age (estimate -0.15, p=0.4) and gender (estimate 0.207, p=0.97) with FIM score at the time of discharge.Multiple regression analysis reflected that the CST involvement had a decrement in functional improvement on FIM in comparison with patients with intact CST when adjusting for age ( p = 0.008), gender ( p <0.01), NIHSS at the time of admission ( p <0.01), and the ICH volume ( p =0.02). Conclusion: This preliminary study suggests that functional improvement declines in ICH patients with CST involvement.


Medical Care ◽  
2005 ◽  
Vol 43 (9) ◽  
pp. 892-901 ◽  
Author(s):  
Anne Deutsch ◽  
Carl V. Granger ◽  
Roger C. Fiedler ◽  
Gerben DeJong ◽  
Robert L. Kane ◽  
...  

Stroke ◽  
2020 ◽  
Vol 51 (Suppl_1) ◽  
Author(s):  
James J García ◽  
Karlita L Warren ◽  
Fengmei Gong ◽  
Honggang Wang

Introduction: Stroke is one of the leading cause of disability and death in the United States (Benjamin et al., 2018). Inpatient rehabilitation is the gold standard treatment for post-acute care (Weinstein et al., 2016). Data indicate a discharge to inpatient rehabilitation facilities (IRFs) following the acute stroke phase has increased (Buntin, Colla, & Escarce, 2009). The inpatient milieu provides a unique opportunity to examine predictors of functional outcomes using a captive sample. Thus, the current study aim is to identify factors associated with poststroke functional outcomes throughout inpatient rehabilitation. Method: This is a cross-sectional and retrospective analysis of data extracted from an administrative database during years 2005-2016 from 244,286 stroke patients across 30% of IRFs in the U.S. Inclusion criteria were patients at or above the age 18 with stroke as an admitting diagnosis using ICD 9/10 codes 430-438/I60-I69. Dependent variables were: admission Total FIM, Total FIM efficiency, discharge Total FIM, and length of stay (LOS). Results: Using separate regression analyses, marital status, admit year, type of admission, race/ethnicity, insurance type, sex, age, number of complications, number of comorbidities, and stroke type, emerged as significant predictors of functional outcomes throughout inpatient rehabilitation. Moreover, those with greater comorbidities and complications were associated with lower admission FIM total score, less total FIM efficiency, lower discharge FIM total score, and a longer LOS. Compared to NHWs, racial/ethnic people were associated with lower FIM scores throughout inpatient rehabilitation and a longer length of stay. Discussion: In this robust national dataset, data indicate clinical and sociodemographic factors are significantly associated with poststroke functional outcomes throughout inpatient rehabilitation. Implications are discussed within a framework of social determinants of health.


2009 ◽  
Vol 67 (2) ◽  
pp. 149-172 ◽  
Author(s):  
Elizabeth M. Durkin ◽  
Anne Deutsch ◽  
Allen W. Heinemann

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