51 citations · 71 across the 13 of their papers we have counts for
6 papers · 1 filter
Exploiting network information to disentangle spillover effects in a field experiment on teens' museum attendance
Silvia Noirjean, Marco Mariani, Alessandra Mattei +1
A key element in the education of youths is their sensitization to historical and artistic heritage. We analyze a field experiment conducted in Florence (Italy) to assess how appro…
Direct and spillover effects of a new tramway line on the commercial vitality of peripheral streets. A synthetic-control approach
Giulio Grossi, Marco Mariani, Alessandra Mattei +2
In cities, the creation of public transport infrastructure such as light rails can cause changes on a very detailed spatial scale, with different stories unfolding next to each oth…
Assessing causal effects in the presence of treatment switching through principal stratification
Alessandra Mattei, Peng Ding, Veronica Ballerini +1
Clinical trials often allow patients in the control arm to switch to the treatment arm if their physical conditions are worse than certain tolerance levels. For instance, treatment…
Potential outcome approach to causal inference in assessing the short term impact of air pollution on mortality
Michela Baccini, Alessandra Mattei, Fabrizia Mealli +2
The opportunity to assess short term impact of air pollution relies on the causal interpretation of the exposure-outcome association, but up to now few studies explicitly faced thi…
Evaluating the Causal Effect of University Grants on Student Dropout: Evidence from a Regression Discontinuity Design Using Principal Stratification
Fan Li, Alessandra Mattei, Fabrizia Mealli
Regression discontinuity (RD) designs are often interpreted as local randomized experiments: a RD design can be considered as a randomized experiment for units with a realized valu…
Exploiting multiple outcomes in Bayesian principal stratification analysis with application to the evaluation of a job training program
Alessandra Mattei, Fan Li, Fabrizia Mealli
The causal effect of a randomized job training program, the JOBS II study, on trainees' depression is evaluated. Principal stratification is used to deal with noncompliance to the…