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DC Field | Value | Language |
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dc.contributor.author | Brown, Terrence | - |
dc.contributor.author | Caruana, Albert | - |
dc.contributor.author | Mulvey, Michael | - |
dc.contributor.author | Pitt, Leyland F. | - |
dc.date.accessioned | 2021-12-16T14:56:15Z | - |
dc.date.available | 2021-12-16T14:56:15Z | - |
dc.date.issued | 2021 | - |
dc.identifier.citation | Brown, T., Caruana, A., Mulvey, M., & Pitt, L. (2021). Understanding the emotions of those with a gambling disorder : insights from automated text analysis. Journal of Gambling, 47, 121-142. | en_GB |
dc.identifier.uri | https://www.um.edu.mt/library/oar/handle/123456789/85713 | - |
dc.description.abstract | The diffusion and growth of the web and the social media applications that it has provided have seen people increasingly turn to social media to express their feelings, frustrations, and ambitions and to generally share life events. Like other internet users, those with a gambling disorder are also known to use specialized online forums to read the experiences articulated by others and to open up, share, and express themselves online. In this study, we examined how those with a gambling disorder talk about their emotions and express sentiment through their online comments. Sentiment Analysis in IBM Watson was used to capture expressed emotions (anger, disgust, fear, happiness, sadness, and surprise) and sentiments. These data were then used as input to a latent class cluster modelling procedure aimed at categorizing those with a gambling disorder into distinct groups. The findings show how qualitative online data can be transformed into quantitative insights in order to identify different categories of people with a gambling disorder. The technique offers a non-intrusive method of data collection that can provide useful insights into the emotions felt and expressed by those with a gambling disorder. | en_GB |
dc.language.iso | en | en_GB |
dc.publisher | Centre for Addiction and Mental Health (CAMH) | en_GB |
dc.rights | info:eu-repo/semantics/restrictedAccess | en_GB |
dc.subject | Emotions | en_GB |
dc.subject | Gambling | en_GB |
dc.subject | Automatic theorem proving | en_GB |
dc.title | Understanding the emotions of those with a gambling disorder : insights from automated text analysis | en_GB |
dc.type | article | en_GB |
dc.rights.holder | The copyright of this work belongs to the author(s)/publisher. The rights of this work are as defined by the appropriate Copyright Legislation or as modified by any successive legislation. Users may access this work and can make use of the information contained in accordance with the Copyright Legislation provided that the author must be properly acknowledged. Further distribution or reproduction in any format is prohibited without the prior permission of the copyright holder | en_GB |
dc.description.reviewed | peer-reviewed | en_GB |
dc.identifier.doi | 10.4309/jgi.2021.47.5 | - |
dc.publication.title | Journal of Gambling Issues | en_GB |
Appears in Collections: | Scholarly Works - FacMKSCC |
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Understanding_the_emotions_of_those_with_a_gambling_disorder.pdf Restricted Access | 762.59 kB | Adobe PDF | View/Open Request a copy |
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