Italian happy parents In Twitter

Letizia Mencarini (), Delia Irazú Hernández-Farías, Mirko Lai, Viviana Patti, Emilio Sulis and Daniele Vignoli ()

No 117, Working Papers from "Carlo F. Dondena" Centre for Research on Social Dynamics (DONDENA), Università Commerciale Luigi Bocconi

Abstract: his article explores opinions and semantic orientation around fertility and parenthood by scrutinizing filtered Italian Twitter data. We propose a novel methodological framework relying on Natural Language Processing techniques for text analysis, which is aimed at extracting sentiments from texts. A manual annotation for exploring sentiment and attitudes to fertility and parenthood was applied to Twitter data. The resulting set of tweets (corpus) was analysed through sentiment and emotion lexicons in order to highlight how affective language is used in this domain. It emerges that parents express a generally positive attitude towards their children and being and become parents, but quite negative sentiments on children’s future, politics and fertility and also parental behaviour. Exploiting geographical information from tweets, we find a significant correlation between the prevalence of positive sentiments about parenthood and macro-regional indicators for both life satisfaction and fertility levels.

Keywords: sentiment analysis; social media; fertility; parenthood; subjective well-being; linguistic corpora (search for similar items in EconPapers)
Pages: 31 pages
Date: 2018-04
New Economics Papers: this item is included in nep-big, nep-cmp and nep-hap
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (1)

Downloads: (external link)
ftp://ftp.dondena.unibocconi.it/WorkingPapers/Dondena_WP117.pdf (application/pdf)
Our link check indicates that this URL is bad, the error code is: 500 Failed to connect to FTP server ftp.dondena.unibocconi.it: No such host is known.

Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:don:donwpa:117

Ordering information: This working paper can be ordered from
http://www.dondena.unibocconi.it/wp/

Access Statistics for this paper

More papers in Working Papers from "Carlo F. Dondena" Centre for Research on Social Dynamics (DONDENA), Università Commerciale Luigi Bocconi via Rontgen, 1 - 20136 Milano.
Bibliographic data for series maintained by Amy Johnson ( this e-mail address is bad, please contact ).