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Exploring Encouragement, Treatment, and Spillover Effects Using Principal Stratification, With Application to a Field Experiment on Teens’ Museum Attendance

This article revisits results from a field experiment, conducted in Florence, Italy, to study the effects of incentives provided to high school teens to motivate them to visit art museums. In the experiment, different classes of students were randomized to three types of encouragement and were offered a free visit to a main museum in the city. Using the principal stratification framework, the article explores causal pathways that may lead students to increase future visits, as induced by the encouragement received, or by the individual experience of the proposed free museum visit, or by the spillover of classmates’ experience. We do so by estimating and interpreting the causal effects of the three forms of encouragement within the principal strata defined by compliance behaviors. Bayesian inferential methods are used to derive the posterior distributions of weakly identified causal parameters.

Ketersediaan

Informasi Detail

Judul Seri

JOURNAL OF BUSINESS & ECONOMIC STATISTICS; Vol.39 No.1 January 2021

No. Panggil

-

Penerbit

: .,

Deskripsi Fisik

p. 244 - 258

Bahasa

English

ISBN/ISSN

-

Klasifikasi

-

Tipe Isi

-

Tipe Media

-

Tipe Pembawa

-

Edisi

-

Subjek

BAYESIAN INFERENCE
PRINCIPAL STRATIFICATION
CAUSAL INFERENCE IN THE PRESENCE OF INTERFERENCE
CLUSTERED ENCOURAGEMENT DESIGN
CULTURAL CONSUMPTION

Info Detail Spesifik

https://doi.org/10.1080/07350015.2019.1647843

Pernyataan Tanggungjawab

Laura Forastiere, Patrizia Lattarulo, Marco Mariani, Fabrizia Mealli, Laura Razzolini

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