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Table 4 Model comparison using likelihood ratio tests and Akaike information criterion

From: Association between traumatic brain injury and mental health care utilization: evidence from the Canadian Community Health Survey

Modela

LRTb

p-value

AICc

Model 1d: age 5 levels, income 5 levels

32.11163

Model 2e: age 4 levels, income 4 levels

1.226908e−05

0.99999

28.11165

Model 3f: age 3 levels, income 3 levels

3.007202e−05

1.0000

24.11168

Model 4g: age 2 levels, income 2 levels

0.0004498243

1.0000

20.1123

Model 5h: age 2 levels, income 3 levels

0.0004483501

1.0000

22.1123

  1. aAll models include injury type (TBI/non-injured), sex(male/female), race(white/non-white), education (less than secondary/secondary/ postsecondary), mental health conditions (yes/no), heavy drinking (yes/no)
  2. bLikelihood ratio test
  3. cAkaike information criterion
  4. dAge categorized as 5 levels: 12–17, 18–24, 25–44, 45–64, ≥ 65 years; income categorized as 5 levels: no income or < $20,000, $20,000–$39,000, $40,000–$59,000. $60,000–$79,000, ≥ $80,000
  5. eAge categorized as 4 levels:12–24, 25–44, 45–64, ≥ 65 years; income categorized as 4 levels: $0–$39,000, $40,000–$59,000, $60,000–$79,000, ≥ $80,000
  6. fAge categorized as 3 levels: 12–44, 45–64, ≥ 65 years; income categorized as 3 levels: $0–$39,000, $40,000–$79,000, ≥ $80,000
  7. gAge categorized as 2 levels: 12–64, ≥ 65 years; income categorized as 2 levels: $0–$39,000, ≥ $40,000
  8. hAge categorized as 2 levels: 12–64, ≥ 65 years; income categorized as 3 levels: $0–$39,000, $40,000–$79,000, ≥ $80,000