The IZA Discussion Paper Series (ISSN: 2365-9793) disseminates high-quality research by IZA network members to the scientific community and the interested public worldwide before they are later published in academic journals. Comprising more than 17,000 papers, IZA's publication flagship is the most influential working paper series in labor economics.

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3 IZA Discussion Papers
IZA Discussion Paper No. 14258
Measuring National Life Satisfaction with Music
Emmanouil Benetos, Alessandro Ragano, Daniel Sgroi, Anthony Tuckwell
published as 'Measuring national mood with music: using machine learning to construct a measure of national valence from audio data' in: Behavior Research Methods, 2022, 54, 3085–3092
IZA Discussion Paper No. 11547
A Double Machine Learning Approach to Estimate the Effects of Musical Practice on Student's Skills
Michael C. Knaus
published in: Journal of the Royal Statistical Society: Series A, 2021, 184(1), 282-300
IZA Discussion Paper No. 7655
How Learning a Musical Instrument Affects the Development of Skills
Adrian Hille, Jürgen Schupp
published in: Economics of Education Review, 2015, 44, 56-8
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