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Table 3 Goodness-of-fit results for mapping FIQR scores onto multi attribute utilities

From: “Fibromyalgia and quality of life: mapping the revised fibromyalgia impact questionnaire to the preference-based instruments”

PANEL A

Instruments

N

Method

Mean Utility

Min Utility

Max Utility

MAE

RMSE

R-squared

 AQoL-8D

177

Observed

0.465

0.155

0.945

-

-

 

OLS

0.465

0.213

0.778

0.097

0.124

0.465

Gamma GLM

0.465

0.267

0.866

0.095

0.123

 

 15D

192

Observed

0.688

0.391

1.000

-

-

 

OLS

0.688

0.487

0.931

0.069

0.087

0.507

Gamma GLM

0.688

0.510

0.967

0.069

0.087

 

 EQ-5D-5 L

191

Observed

0.490

−0.480

1.000

-

-

 

OLS

0.490

−0.079

0.819

0.138

0.174

0.579

Gamma GLM

0.490

0.011

0.870

0.137

0.174

 

 SF-6D

141

Observed

0.561

0.345

1.000

-

-

 

OLS

0.561

0.411

0.737

0.063

0.079

0.468

Gamma GLM

0.561

0.428

0.756

0.063

0.079

 

PANEL B

Instruments

N

Method

Mean Utility

Min Utility

Max Utility

MAE

RMSE

R-squared

 AQoL-8D

177

Observed

0.465

0.155

0.945

-

-

 

OLS

0.465

0.228

0.787

0.097

0.123

0.480

Gamma GLM

0.465

0.275

0.876

0.096

0.122

 

 15D

192

Observed

0.688

0.391

1.000

-

-

 

OLS

0.688

0.507

0.950

0.071

0.088

0.492

Gamma GLM

0.688

0.511

0.979

0.068

0.086

 

 EQ-5D-5 L

191

Observed

0.490

−0.480

1.000

-

-

 

OLS

0.490

−0.081

0.836

0.138

0.175

0.573

Gamma GLM

0.490

0.010

0.890

0.137

0.176

 

 SF-6D

141

Observed

0.561

0.345

1.000

-

-

 

OLS

0.561

0.410

0.737

0.063

0.079

0.472

Gamma GLM

0.561

0.427

0.756

0.063

0.079

 
  1. Panel A: FIQR, Squared-FIQR, Age
  2. Panel B: FIQR function domain; FIQR overall impact domain; FIQR symptom domain; Squared FIQR function domain; Squared FIQR overall impact domain; Squared FIQR symptom domain; Age. Gamma GLM: Generalized linear model Gamma log-link