Picture-Based Recognition of Smokers: a Novel Visual Method
It is important to obtain a deeper understanding of the social context of smoking, which may support finding new ways to hinder the development of a smoker's identity. The authors developed the Picture Based Recognition of Smokers (PBRS) method in order to understand the identity markers of the...
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| Format: | Article |
| Language: | English |
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Wydawnictwo Uniwersytetu Ekonomicznego we Wrocławiu
2020-01-01
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| Series: | Ekonometria |
| Online Access: | https://journals.ue.wroc.pl/eada/article/view/934 |
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| _version_ | 1849739375617769472 |
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| author | Marja-Leena Kauronen Olli Lehtonen Kirsi Purhonen Valdemar Kallunki Angelika Polak |
| author_facet | Marja-Leena Kauronen Olli Lehtonen Kirsi Purhonen Valdemar Kallunki Angelika Polak |
| author_sort | Marja-Leena Kauronen |
| collection | DOAJ |
| description | It is important to obtain a deeper understanding of the social context of smoking, which may support finding new ways to hinder the development of a smoker's identity. The authors developed the Picture Based Recognition of Smokers (PBRS) method in order to understand the identity markers of the social and visual contexts related to adolescent smoking. The differences in identifying non- -smokers and smokers between traditional text-based questionnaires and PBRS were compared in a discriminatory analysis conducted by comparison clouds and correlograms. The ability of these methods to predict adolescent smokers was tested with a regression model combined with permutation analysis. The result of word clouds confirmed that interpretations of the visual identity markers of pictures differ between non-smokers and smokers. PBRS had a better success rate of predictions than the text-based questionnaires. This approach develops preventive interventions which do not stigmatize the intervention group.(original abstract) |
| format | Article |
| id | doaj-art-0314479b1fab4026a5d6bf7dce0d8a7c |
| institution | DOAJ |
| issn | 2449-9994 |
| language | English |
| publishDate | 2020-01-01 |
| publisher | Wydawnictwo Uniwersytetu Ekonomicznego we Wrocławiu |
| record_format | Article |
| series | Ekonometria |
| spelling | doaj-art-0314479b1fab4026a5d6bf7dce0d8a7c2025-08-20T03:06:17ZengWydawnictwo Uniwersytetu Ekonomicznego we WrocławiuEkonometria2449-99942020-01-01nr 4935Picture-Based Recognition of Smokers: a Novel Visual MethodMarja-Leena Kauronen0Olli Lehtonen1Kirsi Purhonen2Valdemar Kallunki3Angelika Polak4South-Eastern University of Applied Sciences, FinlandUniversity of Eastern Finland, FinlandSouth-Eastern University of Applied Sciences, FinlandLaurea University of Applied Sciences, FinlandSouth-Eastern University of Applied Sciences, FinlandIt is important to obtain a deeper understanding of the social context of smoking, which may support finding new ways to hinder the development of a smoker's identity. The authors developed the Picture Based Recognition of Smokers (PBRS) method in order to understand the identity markers of the social and visual contexts related to adolescent smoking. The differences in identifying non- -smokers and smokers between traditional text-based questionnaires and PBRS were compared in a discriminatory analysis conducted by comparison clouds and correlograms. The ability of these methods to predict adolescent smokers was tested with a regression model combined with permutation analysis. The result of word clouds confirmed that interpretations of the visual identity markers of pictures differ between non-smokers and smokers. PBRS had a better success rate of predictions than the text-based questionnaires. This approach develops preventive interventions which do not stigmatize the intervention group.(original abstract)https://journals.ue.wroc.pl/eada/article/view/934 |
| spellingShingle | Marja-Leena Kauronen Olli Lehtonen Kirsi Purhonen Valdemar Kallunki Angelika Polak Picture-Based Recognition of Smokers: a Novel Visual Method Ekonometria |
| title | Picture-Based Recognition of Smokers: a Novel Visual Method |
| title_full | Picture-Based Recognition of Smokers: a Novel Visual Method |
| title_fullStr | Picture-Based Recognition of Smokers: a Novel Visual Method |
| title_full_unstemmed | Picture-Based Recognition of Smokers: a Novel Visual Method |
| title_short | Picture-Based Recognition of Smokers: a Novel Visual Method |
| title_sort | picture based recognition of smokers a novel visual method |
| url | https://journals.ue.wroc.pl/eada/article/view/934 |
| work_keys_str_mv | AT marjaleenakauronen picturebasedrecognitionofsmokersanovelvisualmethod AT ollilehtonen picturebasedrecognitionofsmokersanovelvisualmethod AT kirsipurhonen picturebasedrecognitionofsmokersanovelvisualmethod AT valdemarkallunki picturebasedrecognitionofsmokersanovelvisualmethod AT angelikapolak picturebasedrecognitionofsmokersanovelvisualmethod |