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Table 3 Differential annual costs: alternative estimation results

From: Differential costs for the non-adult ADHD population in Catalonia

 

IV estimation

Matching neighbouring

693.71 (26.25)c

Propensity score matching

634.26 (10.71)c

Two-part model

632.27 (8.24)c

Two-part model (matched units)

609.75 (8.45)c

FMM 2 latent class (matched units) for positive costs

Class1

757.67 (2.18)c

Class2

420.04 (0.80)c

  1. a, b and c denote statistical significance levels 10%, 5% and 1%, respectively. The sample size is 967,684; 967,638; 767,099; 84,995; and 124,720, respectively. Standard errors are in parenthesis. Standard errors for FMM estimations are based on mean differences across predictions for both classes. Class 1 refers to regular healthcare users, whereas Class 2 identifies heavy healthcare users after dropping those individuals with high costs. All regressions include as controls: the quarter of birth, age, gender, nationality, and the considered comorbidities (overweight, learning disability, depression, asthma, anxiety, conduct disorder, and defiant disorder), copayment levels plus pharmacy limits and basic health areas fixed effects