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Table 4 IPD NMA ANCOVA synthesis model (model 2) results with adjustments, EQ-5D preference endpoint

From: Methods for network meta-analysis of continuous outcomes using individual patient data: a case study in acupuncture for chronic pain

IPD NMA results: EQ-5D preference scores endpointa

Model 2, ANCOVA, with adjustment for baseline score, age and treatment-by-age interactions, median MCMC posterior sample (95 % CrI)

Relative treatment effects

Osteoarthritis of the knee

SHAM vs UC

0.040 (-0.006, 0.084)

ACU vs UC

0.066 (0.025, 0.105)

ACU vs SHAM

0.026 (-0.012, 0.066)

Headache

SHAM vs UC

0.056 (0.012, 0.098)

ACU vs UC

0.060 (0.023, 0.095)

ACU vs SHAM

0.004 (-0.036, 0.043)

Musculoskeletal

SHAM vs UC

0.045 (-0.001, 0.094)

ACU vs UC

0.074 (0.038, 0.109)

ACU vs SHAM

0.029 (-0.009, 0.067)

Main effects

Age

-0.002 (-0.002, -0.001)

Age 2

0.000 (0.000, 0.000)

Age common interactions

Age

0.000 (0.000, 0.001)

Age 2

0.000 (0.000, 0.000)

 

Between-study variance

0.001 (0.000,0.003)

Total residual deviance b

15,590 (15,210; 15,970)

Deviance information criterion c

-6,462.0

  1. aUC usual care, SHAM sham acupuncture, ACU acupuncture, Headache group headache, migraine and TTH, Musculoskeletal group neck, shoulder and low back pain
  2. bCompare to approx. 14, 800 observations
  3. cDeviance information criterion (DIC) is a statistical measure of model fit and model comparison. Models should be preferred with smaller DIC