Explainability in Generative Artificial Intelligence: A Two-Phase Review of Current Techniques, Limitations, and Open Challenges by Kumarage, Prabha

“…The empirical review then examines how these GenAI explainable techniques are applied and evaluated in practical settings. A significant finding is the absence of a standardized evaluation framework to measure and compare the effectiveness of different explainability techniques. …”
Get full text Get full text

ISO 27001 information security management standard’s implementation in software development environment : a case study by Ojalainen, Anniina

“…The research questions were observed in the software development unit through a contextualisation framework and research themes that revolved around changes in target unit’s information security culture and practices, process of ISO 27001 implementation and employees’ experiences of the process and changes. …”
Get full text Get full text

The role of internal branding in employee brand knowledge, brand commitment and brand endorsement : a case study by Kemppi, Mari

“…A research model was formed based on theoretical framework and the measurement constructs were adopted from previous academic research. …”
Get full text Get full text

Estimating prediction error variances of a plant breeding hybrid model using Monte Carlo sampling by Heikkilä, Antero

“…Overall, the thesis demonstrates that all the methods work in a hybrid model framework when the MC sample size is large enough. …”
Get full text Get full text

GAP-analysis and needed actions to reach compliance to NIS2 directive in a global industrial manufacturing company by Lämsä, Markus

“…The research process combines a literature review that establishes the theoretical framework with qualitative data gathered from interviews with key stakeholders. …”
Get full text Get full text

Analysis of urban sustainable development perceptions in the City of Jyväskylä : a qualitative case study on Resource Wisdom concept by Sohlman, Margarita

“…The research results suggest that both organizations seek to maintain communication and collaboration advantages in order to reach a set of sustainability targets. The conceptual framework supported the findings, even though the urban resilience and smart city concepts were mostly absent in the analyzed data. …”
Get full text Get full text

National development discourses within the global development hegemony : a case study of the post-2015 consultations in Tanzania by Maijala, Lotta

“…In contrast to previous global development frameworks, we are now facing a universal agenda that sees development as a shared concern between the global North and South. …”
Get full text Get full text

Digital transformation through e commerce in Finnish small and medium sized enterprises : a multi-case study by Peltola, Olli

“…Digital transformation through e-commerce has been a popular topic for over a decade now. The recent Covid-19 pandemic accelerated the e-commerce development of many companies, as they were forced to go online to stay afloat during the restrictions caused by the pandemic. …”
Get full text Get full text

Combining Differentiated Instruction with practices from Intercultural Education : an exploratory case study from a Finnish classroom by Nanou, Vereniki

“…This exploratory case study investigates these implementations in a Finnish classroom through a blended DI and IE framework. …”
Get full text Get full text

Learning Project for Improving Principals’ Understanding of Authentic Leadership : A Case Study of Chinese Principals Studying in Finland by Xu, Yuxing

“…Having one of the best education (Ruzzi, 2005; Tilastokeskus, 2019), Finland became a popular destination for international education stakeholders. …”
Get full text Get full text

The role of university sports federations in enhancing student sports : a comparative case study between Portugal and Finland by Yandjou, Patrick

“…However as young people enter higher education, member-states face a problem with a natural withdrawal in participation. …”
Get full text Get full text

Information technology supported technology transfer process : a multi-site case study of high-tech enterprises by Nahar, Nazmun

“…The study introduces a new IT-supported technology transfer approach that can be applied in a wide range of settings both in research and management. …”
Get full text Get full text

Immigration to Finland as an underaged ice hockey player : experiencing the first steps of an athletic career in a foreign country by Pohjoisvirta, Johanna

“…The dream of becoming a professional athlete is pursued by many, but only a few make it to the top. …”
Get full text Get full text

The story of Pitkis-Sport in Satakunnan kansa : content analysis of newspaper articles on a children and youth sports camp by Rantamäki, Pekko-Joonas

“…This study examines the media publicity of Pitkis-Sport, a children and youth sports camp, in Satakunnan Kansa, a regional newspaper. …”
Get full text Get full text

Tracking the Finnish social and health care reform : issue arena analysis in a major online news medium by Sohlo, Pirjo

“…The approach of issue arenas provides a theoretical framework for monitoring the debate. …”
Get full text Get full text

Product information management challenges in B2B e-commerce : a case study in spare parts business by Mattila, Salla

“…The empirical research is carried out as a single case study through qualitative semi-structured interviews, created from the basis of the framework. …”
Get full text Get full text

Value as an aid for understanding perceived service quality of digital services : the JYU faculty of information technology as a case study by Sood, Aseem

“…This research is conducted by the means of a review of literature for forming a theoretical framework for understanding perceived service quality of digital services using value as an aid where the socio-cultural context of use, objectives and digital competencies are considered as the broad-based value drivers. …”
Get full text Get full text

Towards an understanding of the caring phenomenon - why is it so topical? : a search for its role and its attributes in holistic education by Bhaur, Muhammad

“…The author’s voice lends insightful support to Noddings’ propositions of care into the development of a holistic individual, emphasizing equality, purposefulness and meaning of education. …”
Get full text Get full text

Victims or activists? : a critical discourse analysis on the roles of women and women’s activism in the fight against Boko Haram in Nigeria by Anttila, Emmi

“…In 2014, the abduction of 276 schoolgirls from a secondary school in Chibok caused an international out-cry and brought the group under international attention. …”
Get full text Get full text

Scaling agile to deliver customer value : mapping challenges and role of customer value in the development model of a telco company by Karplund, Elias

“…The study was conducted with thematic interviews from its commissioning organisation which is an established telecom provider in Finland. It has been using a SAFe 5 framework-based development model for several years. …”
Get full text Get full text