“It’s not what you say, but how you say it” : frames in UN Women Finland Orange days campaign on Instagram by Marjanen, Tuija

“…The data used in this thesis was collected manually and consisted of 18 Instagram posts with textual description texts, and visual material containing 27 photographs and illustrations. Analysis was conducted by using qualitative methods, which included thematic and content analysis. …”
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"Kyl mää kuulen" : lapsiosallistujien huomiointi perheterapian reflektiivisissä prosesseissa by Hussi, Pilvi, Myllymäki, Heidi

“…Videotaped family therapy sessions were analyzed applying conversational analysis. For this analysis, a new multimodal labeling system was developed to micro-analytically examine the multi-actor interaction situation. …”
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"Metsässä Dirty Full of Käpy" : Demonstration of Learning in Bilingual Education by Orava, Saania, Rantanen, Aliisa

“…As previous studies suggest, CLIL is a content-driven method, and this study presents that tasks given to pupils were assessed primarily through content rather than language. …”
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Media representation of migration : constructing and portraying Ukrainian migrants in Hungary by Lizicska, Barbara

“…The dataset was first examined using Content Analysis to uncover quantifiable patterns, followed by Critical Discourse Analysis to investigate metaphorical language, discursive framing, and underlying power relations. …”
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"It is a broad, broad concept and extremely interesting." : CLIL teachers and class teachers' beliefs about language awareness by Mertanen, Kiira

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Victims, villains or organized community? : discrimination, social exclusion and empowerment in the media representation of urban poverty : case of barrio “El 70” in Venezuelan new... by Kivimäki, Johanna

“…The data is first described and classified through the means of content analysis. The principal analysis is conducted with the tools of critical discourse analysis, particularly those defined by Norman Fairclough. …”
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Framing 5G : how 5G issue is framed by stakeholders in the Finnish media by Seppälä, Aino

“…This study researched through quantitative framing analysis and qualitative content analysis how is the issue of 5G framed by stakeholders in the Finnish media. …”
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A case study on the organizational innovations and challenges of a comprehensive school providing extensive bilingual education by Pekkarinen, Erkka

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Communicating employer brand for an international audience : a collective case study of three career webpages by Torppala, Vilma

“…After the initial analysis stage, I decided to add a category for the factors of localization value for their salient presence in the data, using the method of qualitative content analysis. …”
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Gender, identity and representation in video games : an elective discourse-oriented course for Finnish EFL upper secondary school students by Rautiainen, Miika

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Effects of fish community composition on ontogenetic niche shifts of Arctic charr (Salvelinus alpinus) and brown trout (Salmo trutta) in subarctic lakes by Kangosjärvi, Henna

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TikTok affordances and everyday nationalism : An exploration of #expat by Larvik, Georgia

“…This research has limitations and would benefit from further exploration of content on TikTok, an investigation of popular creators, and more in-depth analysis of the ideologies that are present in the content. …”
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Dynamics of brain activity underlying working memory for music in a naturalistic condition by Burunat Pérez, Iballa

“…Significant subcortical processing areas, active in response to the WM condition, were pruned with the removal of the acoustic content, suggesting these music-related perceptual processing areas might aid in the encoding and retrieval of WM. …”
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The economic ideas in expert statements of the 2021 Finnish healthcare and social services reform by Salo, Otso

“…The thesis examines 28 expert statements given to the Finance Committee of the Parliament to locate the economic ideas they contain. Using qualitative content analysis, the research raises seven themes from the data, in which the experts review the modern situation of public economy and the healthcare and social services sector along with presenting their views on the Government Proposal. …”
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Perceived contributions of Plan International Finland Children's Board participation to active global citizenship by Heikkinen, Ella

“…As a result of the contribution analysis leaning towards qualitative content analysis, it was possible to identify categories on the perceived contributions to the former members lives. …”
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A comparative study on teachers' attitudes towards inclusive education in Slovenia, Lithuania, and Finland by Murtonen, Carita

“…Background factors related to Sentiments, Attitudes and Concerns varied in each country. …”
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Understanding attitudes and self-efficacy of in-service teachers and professionals towards inclusive education in the Republic of Armenia by Alaverdyan, Vahan

“…Also, the teachers’ sentiments towards direct contact with children with disabilities were higher than concerns and attitudes. …”
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Construction of Baloch Ethnic Identity In Music on Social Media Platform YouTube by Baloch, Marvi

“…The results of state suppression against minority groups are the cultivation of rebellious sentiments and voicing against the enforced disappearance. …”
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Improving search engine results using different machine learning models and tools by Ambaye, Michael

“…The first 100 documents are retrieved based on what has been enabled from options such as: keywords, entities, relations, semantic roles, concept, category classification, sentiment analysis, emotion analysis, and element classification (Watson Discovery Service, 2019). …”
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The use of artificial intelligence in finance by Mustalampi, Aatu

“…These included portfolio accumulation and optimization, risk management, securities trading , and sentiment analysis. …”
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