Abstract
We tested if a propensity score (PS) matching method supports the unidimensionality assumption of the Rasch model which is critical to link similar rehabilitation instruments. We obtained 1,013 respondents from the 2009 Hispanic Established Populations for Epidemiologic Studies of the Elderly Frailty study. We used a unidimensional item pool of 10 SF-36 physical function and nine activities of daily living items. Subjects were matched based on their functionality (high and low), and exploratory factor analysis was used to test if the item pool in the matched sample holds the unidimensionality assumption. The study findings revealed that the matched sample demonstrated two distinct measurement structures with excellent model fit. This finding indicates that the PS matching did not mimic the common-person assumption. Therefore, the combination of PS matching and common-person equating method may not be appropriate to equate two rehabilitation-related instruments administered to two different groups.
| Original language | English (US) |
|---|---|
| Journal | OTJR Occupation, Participation and Health |
| DOIs | |
| State | Accepted/In press - Jun 1 2018 |
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Keywords
- activities of daily living
- factor analysis
- outcome measure
- propensity score matching
- SF-36
- unidimensionality
ASJC Scopus subject areas
- Occupational Therapy
Cite this
Feasibility Study Using Propensity Score Matching Methods for the Pseudo-Common Person Equating Requirement. / Hong, Ickpyo; Hay, Catherine C.; Reistetter, Timothy.
In: OTJR Occupation, Participation and Health, 01.06.2018.Research output: Contribution to journal › Article
}
TY - JOUR
T1 - Feasibility Study Using Propensity Score Matching Methods for the Pseudo-Common Person Equating Requirement
AU - Hong, Ickpyo
AU - Hay, Catherine C.
AU - Reistetter, Timothy
PY - 2018/6/1
Y1 - 2018/6/1
N2 - We tested if a propensity score (PS) matching method supports the unidimensionality assumption of the Rasch model which is critical to link similar rehabilitation instruments. We obtained 1,013 respondents from the 2009 Hispanic Established Populations for Epidemiologic Studies of the Elderly Frailty study. We used a unidimensional item pool of 10 SF-36 physical function and nine activities of daily living items. Subjects were matched based on their functionality (high and low), and exploratory factor analysis was used to test if the item pool in the matched sample holds the unidimensionality assumption. The study findings revealed that the matched sample demonstrated two distinct measurement structures with excellent model fit. This finding indicates that the PS matching did not mimic the common-person assumption. Therefore, the combination of PS matching and common-person equating method may not be appropriate to equate two rehabilitation-related instruments administered to two different groups.
AB - We tested if a propensity score (PS) matching method supports the unidimensionality assumption of the Rasch model which is critical to link similar rehabilitation instruments. We obtained 1,013 respondents from the 2009 Hispanic Established Populations for Epidemiologic Studies of the Elderly Frailty study. We used a unidimensional item pool of 10 SF-36 physical function and nine activities of daily living items. Subjects were matched based on their functionality (high and low), and exploratory factor analysis was used to test if the item pool in the matched sample holds the unidimensionality assumption. The study findings revealed that the matched sample demonstrated two distinct measurement structures with excellent model fit. This finding indicates that the PS matching did not mimic the common-person assumption. Therefore, the combination of PS matching and common-person equating method may not be appropriate to equate two rehabilitation-related instruments administered to two different groups.
KW - activities of daily living
KW - factor analysis
KW - outcome measure
KW - propensity score matching
KW - SF-36
KW - unidimensionality
UR - http://www.scopus.com/inward/record.url?scp=85048250587&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85048250587&partnerID=8YFLogxK
U2 - 10.1177/1539449218778535
DO - 10.1177/1539449218778535
M3 - Article
C2 - 29882470
AN - SCOPUS:85048250587
JO - OTJR Occupation, Participation and Health
JF - OTJR Occupation, Participation and Health
SN - 1539-4492
ER -