HC4THEORY
HC4Theory — The Dialogue Engine
An artificial intelligence engine, that engages in reflective discussion between theories, data, and the meanings of leadership
Mission
Between data and theory lies thinking. HC4Theory was born from a need to connect research, thinking, and practice. It is an AI-based conversational library that helps you reflect, question, and engage with theories — not just read them.
What It Does
■ Engages you in reflective, research-based dialogue.
■ Built on real research and The New Paradigm in Sport Leadership manuscript.
■ Learns and evolves continuously with new ideas and discussions.
For Whom
HC4Theory is for coaches, sport leaders, researchers, and thinkers who seek understanding, not just information.
What does HC4Theory comprise of?
HC4Theory is based on research. The following articles uncover the research behind the theoretical and practical foundation of our methodologies.
The research background relates to the conceptual development and empirical measurement of complex social and institutional phenomena, often in critical relation to existing or simplified assessment methods. The studies aim to show how such a more in-depth, data-based approach provides more accurate and useful information compared to standardized or aggregated assessments. Conceptual and empirical work also sheds light on the role of local social institutions as community builders, the ability of the education system to equalize opportunities, and the nature and impact of university research.
Peer-reviewed research
Räikkönen, T. & Hedman, J. (2025). Unlocking the power of sports: an exploration of the nexus between shared place, community competence, and sense of community. International Journal of Sport Policy and Politics, 17(1), 81–99.
Holmberg, K., Hedman, J., Bowman, T. D., Didegah, F. & Laakso, M. (2020). Do articles in open access journals have more frequent altmetric activity than articles in subscription based journals? An investigation of the research output of Finnish universities. Scientometrics, 122, 645–659.
Thomsen, J.-P., Bertilsson, E., Dalberg, T., Hedman, J. & Helland, H. (2017). Higher Education Participation in the Nordic Countries 1985–2010—A Comparative Perspective. European Sociological Review, 33(1), 98–110.
Kivinen, O., Hedman, J. & Artukka, K., (2017). Scientific publishing and global university rankings. How well are top publishing universities recognized? Scientometrics 112:1, 679–695.
Kivinen, O., Hedman, J. & Kaipainen, P. (2013). Productivity analysis of research in natural sciences, technology and clinical medicine: An input–output model applied in comparison of top 300 ranked universities of 4 north European and 4 east Asian countries. Scientometrics, 94, 683–699.
Kivinen, O. & Hedman, J. (2008). World-wide university rankings: A Scandinavian approach. Scientometrics, 74(3), 391–408.
Kivinen, O., Hedman, J. & Kaipainen, P. (2007). From Elite University to Mass Higher Education Educational Expansion, Equality of Opportunity and Returns to University Education. Acta Sociologica, 50(3), 231–247.
Kivinen, O., Ahola, S. & Hedman, J. (2001). Expanding Education and Improving Odds? Participation in Higher Education in Finland in the 1980s and 1990s. Acta Sociologica, 44, 174–187.56
Uhl-Bien, M. (2006). Relational leadership theory: Exploring the social processes of leadership and organizing. The Leadership Quarterly, 17(6), 654–676.
Whittington, R. (2006). Completing the practice turn in strategy research. Organization Studies, 27(5), 613–634.
Research
Castellani, B., & Hafferty, F. W. (2009). Sociology and Complexity Science: A New Field of Inquiry. Springer
Hedman, J. (2022). TPS 100 – Näkökulmia seuratoiminnan yhteiskunnalliseen vaikuttavuuteen. Turun Palloseura Säätiö.
Hedman, J. (2023) Seuratukien vaikuttavuuden arviointi pelaajakehitysindeksin ja strategia-viitekehyksen perusteella. Suomen Palloliiton toimeksianto.
University of Turku (26.5.2025) Mittava kansallinen hanke tuo data-analyysin urheiluseurojen strategiseksi työkaluksi (Mediajulkaisu)
Kinnunen, A. (2025). Urheilujohtamisen yhteys kansainväliseen pelaajakehitykseen: suomalaisten seurojen arviointi palloilulajeissa vuosina 2011–2024 [Master’s thesis (YAMK), Haaga-Helia University of Applied Sciences].
Miskeljin, M. (2024) Yhteenkuuluvuuden tavoitteellinen johtaminen ja mittaaminen Yhteenkuuluvuustestin online-testin kehittäminen ja sote-alan sovellus. Tulevaisuudenjohtaja sosiaali- ja terveysalalla YAMK, LAB-ammattikorkeakoulu.
Valtonen, V. (2025). Evaluation methods for community-based organisations: Sense of community, engagement and resilience in sports clubs and community centres in Finland [Master’s thesis, Lappeenranta–Lahti University of Technology LUT].
Articles
Hedman, J., Räikkönen, T. & Nieminen, J. (2023). Urheiluseurat tuovat vakautta yhteiskuntaan. Liikunta & Tiede, 60(4), 24–29.
Martin, R. (2017). Many strategies fail because they’re not actually strategies. Harvard Business Review.
Turun Sanomat (7.7.2024) Seuratyön todellista arvoa on vaikea mitata, mutta turkulaistutkijoiden testi kertoo, miten merkittävä panos urheiluseuroilla yhteiskunnassa on (toimittanut Jussi Leppäsyrjä)
Turun Sanomat (4.10.2024) Toimijuus ja tavoitteellisuus on saatava takaisin urheiluseuroihin – kenen vastuulla tulevaisuus on? (kirjoittanut Juuso Nieminen)
Outside Magazine (12.5.2025) Yes, a Group Run or Ride Counts as a “Third Place.” Here’s How to Use It to Build Community. (edited by Gloria Liu)