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Table 1 Summary of results from dimensionality assessment models

From: Selecting optimal screening items for delirium: an application of item response theory

    

Single factor model

Two-factor model

Bifactor model

 

Feature

Number of proposed indicators

Number of modeled indicators

Number of significant eigenvalues

Marginal reliability*

CFI†

RMSEA‡

CFI

RMSEA

Large secondary loadings

Retained dimensions

Feature 1-Acute Change and Fluctuating Course-Direct Interview

17

15

1

0.32

0.94

0.03

0.98

0.02

n/a

1

Feature 1-Acute Change and Fluctuating Course-Observational

12

11

1

0.81

0.99

0.05

n/a

n/a

n/a

1

Feature 2-Inattention-Direct Interview

15

15

2

0.80

0.96

0.06

0.99

0.03

no

2

Featured 2-Inattention-Observation

8

8

1

0.72

0.98

0.04

n/a

n/a

n/a

1

Featured 3-Disorganized Thinking-Direct Interview

13

13

2

0.64

0.98

0.05

0.99

0.03

no

1

Featured 3-Disorganized Thinking-Observational

13

13

2

0.89

0.90

0.08

0.98

0.04

yes

2

Featured 4-Altered Level of Consciousness-Observational §

25

14

2

0.94

0.89

0.05

0.98

0.03

yes

2

  1. Note: *Marginal reliability coefficient is based on each feature at θ 50 +, †Comparative Fit Index, ‡Root Mean Squared Error of Approximation. n/a implies the result is not applicable because the relevant models were not estimated in a bi-factor model. §Feature 4 –Altered Level of Consciousness-Direct Interview was dropped because items were redundant with Feature 2—Inattention-Direct Interview.