Publications – Petri Nokelainen

Updated 26.09.2011

1. Articles in international scientific journals with referee practice

22.    Yeager, D. S., Trzesniewski, K. H., Tirri, K., Nokelainen, P., & Dweck, C. S. (2011). Adolescents' Implicit Theories Predict Desire for Vengeance After Remembered and Hypothetical Peer Conflicts: Correlational and Experimental Evidence. Developmental Psychology, 47(4), 1090-1107.

21.      Tirri, K., & Nokelainen, P. (2011). The influence of self-perception of abilities and attribution styles on academic choices: Implications for gifted education. Roeper Review, 33(1), 26-32.

20.      Nokelainen, P., & Tirri, K. (2010). Role of Motivation in the Moral and Religious Judgment of Mathematically Gifted Adolescents. High Ability Studies, 21(2), 101-116.

19.      Holm, K., Nokelainen, P., & Tirri, K. (2009). Relationship of gender and academic achievement to Finnish students' intercultural sensitivity. High Ability Studies, 20(2), 187-200.

18.      Tirri, K., Nokelainen, P., & Mahkonen, M. (2009). How Morality and Religiosity Relate to Intelligence: A Case Study of Mathematically Gifted Adolescents. Journal of Empirical Theology, 22(1), 70-87.

17.      Nokelainen, P., & Ruohotie, P. (2009). Non-linear Modeling of Growth Prerequisites in a Finnish Polytechnic Institution of Higher Education. Journal of Workplace Learning, 21(1), 36-57. 2010 Outstanding Paper Award.

16.      Tirri, K., & Nokelainen, P. (2008). Identification of multiple intelligences with the Multiple Intelligence Profiling Questionnaire III. Psychology Science Quarterly, 50(2), 206-221.

15.      Kurhila, J., Miettinen, M., Nokelainen, P., & Tirri, H. (2007). EDUCO: Social Navigation and Group Formation in Student-Centered E-Learning. Journal of Interactive Learning Research, 18(1), 65-83.

14.      Nokelainen, P., Silander, T., Ruohotie, P., & Tirri, H. (2007). Investigating the Number of Non-linear and Multi-modal Relationships between Observed Variables Measuring a Growth-oriented Atmosphere. Quality & Quantity, 41(6), 869-890.

13.      Nokelainen, P., Tirri, K., Campbell, J. R., & Walberg, H. (2007). Factors that Contribute or Hinder Academic Productivity: Comparing two groups of most and least successful Olympians. Educational Research and Evaluation, 13(6), 483-500.

12.      Nokelainen, P., Tirri, K., & Merenti-Välimäki, H.-L. (2007). Investigating the Influence of Attribution Styles on the Development of Mathematical Talent. Gifted Child Quarterly, 51(1), 64-81.

11.      Tirri, K., & Nokelainen, P. (2007). Comparison of Academically Average and Gifted Students' Self-Rated Ethical Sensitivity. Educational Research and Evaluation, 13(6), 587-601.

10.      Miettinen, M., Kurhila, J., Nokelainen, P., & Tirri, H. (2006). Supporting Open-Ended Discourse with Transparent Groupware. International Journal of Web Based Communities, 2(1), 17-30.

9.         Nokelainen, P. (2006). An Empirical Assessment of Pedagogical Usability Criteria for Digital Learning Material with Elementary School Students. Journal of Educational Technology & Society, 9(2), 178-197.

8.         Nokelainen, P., Ryhänen, T., & Tirri, K. (2006). The Intelligence Profile of Finnish Peacekeepers. Gifted and Talented International, 20(2), 19-30.

7.         Tirri, K., & Nokelainen, P. (2006). Gifted Students and the Future. KEDI Journal of Educational Policy, 3(2), 55-66.

6.         Tirri, K., Nokelainen, P., & Ubani, M. (2006). Conceptual Definition and Empirical Validation of the Spiritual Sensitivity Scale. Journal of Empirical Theology, 19(1), 37-62.

5.         Miettinen, M., Nokelainen, P., Kurhila, J., Silander, T., & Tirri, H. (2005). EDUFORM - A Tool for Creating Adaptive Questionnaires. International Journal on E-Learning, 4(3), 365-373.

4.         Miettinen, M., Nokelainen, P., Kurhila, J., & Tirri, H. (2005). Evaluating the Effect of Social Cues with Automated Experiments. Elektrotechnik und Informationstechnik, 122(12), 477-481.

3.         Nokelainen, P., Miettinen, M., Kurhila, J., Floréen, P., & Tirri, H. (2005). A Shared Document-Based Annotation Tool to Support Learner-Centered Collaborative Learning. British Journal of Educational Technology, 36(5), 757-770.

2.         Tirri, K., Tallent-Runnels, M. K., & Nokelainen, P. (2005). A Cross-Cultural Study of Preadolescents' Moral, Religious, and Spiritual Questions. British Journal of Religious Education, 27(3), 207-214.

1.         Nokelainen, P., Tirri, K., & Campbell, J. R. (2004). Cross-cultural Predictors of Mathematical Talent and Academic Productivity. High Ability Studies, 15(2), 230-242.

2. Articles in international edited volumes and in international scientific conference proceedings with referee practice

50.      Nokelainen, P., Miettinen, M., & Ruohotie, P. (2009). Do adult learners personal characteristics predict their learning outcomes and use of annotation and social navigation services in a CSLE?. In the Proceedings of International Research on Work and Learning 2009 Conference. Roskilde, Denmark: University of Roskilde.

49.      Holm, K., Nokelainen, P., & Tirri, K. (2009). Intercultural and Religious Sensitivity of Finnish Lutheran 7th-9th Grade Students. In C. Bakker, H-G. Heimbrock, R. Jackson, G. Skeie, & W. Weisse (Eds.), Religious Diversity and Education – Nordic Perspectives (pp. 131-144). Münster: Waxmann.

48.      Tirri, K., Nokelainen, P., & Holm, K. (2008). Ethical Sensitivity of Finnish Lutheran 7th - 9th Graders. In F. K. Oser & W. Veugelers (Eds.), Getting involved. Global Citizenship Development and Sources of Moral Values (pp. 327-342). Rotterdam: Sense Publishers.

47.      Nokelainen, P., Miettinen, M., & Ruohotie, P. (2008). Modeling of Learning Outcomes, Activities and Profiles in a CSLE. In J. Luca & E. Weippl (Eds.), Proceedings of World Conference on Educational Multimedia, Hypermedia and Telecommunications 2008 (pp. 437-446). Chesapeake, VA: AACE.

46.      Nokelainen, P., Tirri, K., & Ruohotie, P. (2007). Comprehensive School Teacher's Evaluations on their Principals Emotional Leadership Abilities. In the Proceedings of Nordic Conference on Religious Education. Stavanger: University of Stavanger.

45.      Räsänen, A., Tirri, K., & Nokelainen, P. (2007). Religious Thinking and Giftedness. In K. Tirri, & M. Ubani (Eds.), Holistic Education and Giftedness (pp. 91-108). Helsinki: Department of Practical Theology, University of Helsinki.

44.      Tirri, K., Nokelainen, P., & Holm, K. (2007). Ethical Sensitivity of Finnish 7th - 9th Graders. In the Proceedings of Nordic Conference on Religious Education. Stavanger: University of Stavanger.

43.      Tirri, K., Nokelainen, P., & Ubani, M. (2007). Do Gifted Students Have Spiritual Intelligence? In K. Tirri (Ed.), Values and Foundations in Gifted Education (pp. 187-202). Bern: Peter Lang.

42.      Ryhänen, T., Nokelainen, P., & Tirri, K. (2006). The Spiritual Intelligence Profile of Finnish Peacekeepers. In K. Tirri (Ed.), Nordic Perspectives on Religion, Spirituality and Identity (pp. 146-164). Helsinki: University of Helsinki.

41.      Räsänen, A., Tirri, K., & Nokelainen, P. (2006). The Moral and Religious Reasoning of Gifted Adolescence. In K. Tirri (Ed.), Nordic Perspectives on Religion, Spirituality and Identity (pp. 97-111). Helsinki: University of Helsinki.

40.      Miettinen, M., Kurhila, J., Nokelainen, P., & Tirri, H. (2005). OurWeb-Transparent Groupware for Online Communities. In the Proceedings of IADIS International Conference on Web-Based Communities (pp. 53-61). Algarve, Portugal.

39.      Nokelainen, P. (2005). The Technical and Pedagogical Usability Criteria for Digital Learning Material. In P. Kommers & G. Richards (Eds.), Proceedings of World Conference on Educational Multimedia, Hypermedia and Telecommunications 2005 (pp. 1011-1016). Chesapeake, VA: AACE.

38.      Nokelainen, P., & Ruohotie, P. (2005). Construct Validity of the Abilities for Computer Assisted Learning Questionnaire. In the Proceedings of International Research on Work and Learning 2005 Conference. Sydney: University of Technology.

37.      Nokelainen, P., & Ruohotie, P. (2005). Investigating the Construct Validity of the Leadership Competence and Characteristics Scale. In the Proceedings of International Research on Work and Learning 2005 Conference. Sydney: University of Technology.

36.      Syvänen, A., Nokelainen, P. & Ruohotie, P. (2005). From Mobile Learning to Pervasive Learning Environments. In P. Kommers & G. Richards (Eds.), Proceedings of World Conference on Educational Multimedia, Hypermedia and Telecommunications 2005 (pp. 2960-2966). Chesapeake, VA: AACE.

35.      Kurhila, J., Miettinen, M., Nokelainen, P., & Tirri, H. (2004). The Role of the Learning Platform in Student-Centered E-Learning. In the Proceedings of the 4th IEEE International Conference on Advanced Learning Technologies (pp. 540-544).

34.      Lugano, G., Nokelainen, P., Miettinen, M., Kurhila, J., & Tirri, H. (2004). On the Relationship Between Learners' Orientations and Activity in CSCL. In the Proceedings of the 4th IEEE International Conference on Advanced Learning Technologies (pp. 759-761).

33.      Nokelainen, P. (2004a). Designing an Evaluation Tool for Digital Learning Materials. In R. Ferdig & C. Crawford (Eds.), Proceedings of Society for Information Technology & Teacher Education International Conference 2004 (pp. 1810-1817). Chesapeake, VA: AACE.

32.      Nokelainen, P. (2004b). Conceptual Definition of the Technical and Pedagogical Usability Criteria for Digital Learning Material. In L. Cantoni & C. McLoughlin (Eds.), Proceedings of World Conference on Educational Multimedia, Hypermedia and Telecommunications 2004 (pp. 4249-4254). Chesapeake, VA: AACE.

31.      Nokelainen, P., & Ruohotie, P. (2004). Empirical Validation of Abilities for Computer Assisted Learning Questionnaire. In H. W. Marsh, J. Baumert, G. E. Richards, & U. Trautwein (Eds.), Proceedings of the 3rd International Self-Concept Research Conference (pp. 676-689). Sydney: University of Western Sydney.

30.      Nokelainen, P., & Tirri, H. (2004). Bayesian Methods that Optimize Cross-cultural Data Analysis. In J. R. Campbell, K. Tirri, P. Ruohotie, & H. Walberg (Eds.), Cross-cultural Research: Basic Issues, Dilemmas, and Strategies (pp. 141-158). Hämeenlinna: RCVE. The book was reviewed in Journal für Begabtenförderung, 2007(1) by Harald Wagner.

29.      Nokelainen, P., Tirri, K., Campbell, J. R., & Walberg, H. (2004). Isolating Factors that Contribute or Hinder Adult Productivity: Comparing the Terman Longitudinal Studies with the Retrospective Olympiad Studies. In J. R.Campbell, K. Tirri, P. Ruohotie, & H. Walberg (Eds.), Cross-cultural Research: Basic Issues, Dilemmas, and Strategies (pp. 119-140). Hämeenlinna: RCVE.

28.      Nokelainen, P., Tirri, K., & Merenti-Välimäki, H-L. (2004). Factors Contributing to the Development of Mathematical Talent. In H. W. Marsh, J.Baumert, G. E. Richards, & U. Trautwein (Eds.), Proceedings of the 3rd International Self-Concept Research Conference (pp. 690-700). Sydney: University of Western Sydney.

27.      Nokelainen, P., Tirri, K., & Ubani, M. (2004). Do gifted Students have Spiritual Intelligence? In the Proceedings of Educational Technology for Gifted Education: From Information Age to Knowledge Era Conference. Münster: European Council for High Ability.

26.      Rasanen, A., Tirri, K., & Nokelainen, P. (2004). The Differences in Religious Thinking between Gifted Students and Average-ability Students. In the Proceedings of Educational Technology for Gifted Education: From Information Age to Knowledge Era Conference. Münster: European Council for High Ability.

25.      Syvänen, A., Nokelainen, P., Pehkonen, M., & Turunen, H. (2004). Mobile Learning Future Views. In L. Cantoni & C. McLoughlin (Eds.), Proceedings of World Conference on Educational Multimedia, Hypermedia and Telecommunications 2004 (pp. 2112-2118). Chesapeake, VA: AACE.

24.      Syvänen, A., & Nokelainen, P. (2004). Evaluation of the Technical and Pedagogical Mobile Usability. In the Proceedings of MLEARN'2004 Conference (pp. 191-195). London: Learning and Skills Development Agency.

23.      Luoma, M., Nokelainen, P., & Ruohotie, P. (2003a). Empirical Investigation of Quality and Professional Competence in Police Organization. In the Proceedings of International Research on Work and Learning (RWL) Conference (pp. 105-113). Tampere: University of Tampere.

22.      Kurhila, J., Miettinen, M., Nokelainen, P., Floréen, P., & Tirri, H. (2003). Peer-To-Peer Learning with Open-Ended Writable Web. In the Proceedings of the 8th Annual Conference on Innovation and Technology in Computer Science Education (pp. 173-177). New York: ACM.

21.      Kurhila, J., Miettinen, M., Nokelainen, P., & Tirri, H. (2003). Enhancing Groupwork with Social Navigation in Collaborative Learning Environment. In the Proceedings of the 3rd Annual Finnish/Baltic Sea Conference on Computer Science Education (pp. 15-23). Helsinki: University of Helsinki.

20.      Miettinen, M., Kurhila, J., Nokelainen, P., Floréen, P., & Tirri, H. (2003). EDUCOSM-Personalized Writable Web for Learning Communities. In the Proceedings of the ITCC 2003 Conference (pp. 37-42).

19.      Nokelainen, P. Kurhila, J., Miettinen, M., Floréen, P., & Tirri, H. (2003). Evaluating the Role of a Shared Document-based Annotation Tool in Learner-centered Collaborative Learning. In the Proceedings of the 3rd IEEE International Conference on Advanced Learning Technologies (pp. 200-203).

18.      Nokelainen, P., Niemi, H., & Launonen, A. (2003). Modeling Self-Rated Group Role and Social Interdependence Profile for Computer-supported Collaboraitive Learning. In D. Lassner & C. McNaught (Eds.), Proceedings of World Conference on Educational Multimedia, Hypermedia and Telecommunications 2003 (pp. 1617-1624). Chesapeake, VA: AACE.

17.      Nokelainen, P., & Ruohotie, P. (2003a). Common Components Between Dimensions of Growth-oriented Atmosphere and Empowerment. In the Proceedings of International Research on Work and Learning (RWL) Conference (pp. 176-185). Tampere: University of Tampere.

16.      Nokelainen, P., Ruohotie, P., Miettinen, M., Kurhila, J., & Tirri, H. (2003a). The role of inservice teachers' motivation, learning strategy and social ability profiles in CSCL. In C. Crawford, N. Davis, J. Price, R. Weber, & D. A. Willis (Eds.), Proceedings of Society for Information Technology & Teacher Education International Conference 2003 (pp. 1518-1521). Chesapeake, VA: AACE.

15.      Ruohotie, P., & Nokelainen, P. (2003). Practical Considerations of Motivation and Computer-supported Collaborative Learning. In T. Varis, T. Utsumi, & W. R. Klemm (Eds.), Global Peace Through The Global University System (pp. 226-236). Hämeenlinna: RCVE. The book was reviewed in Educational Technology & Society, 7(2), 2004, by Allan B. Crader.

14.      Tirri, K., Nokelainen, P., & Campbell, J.R. (2003). A Cross-cultural Study of Computer Literacy Among the Academic Olympians. In F. J. Mönks, & H. Wagner (Eds.), Development of human potential: Investment into our future. In the Proceedings of the 8th Conference of the European Council for High Ability (ECHA) (pp. 42-44). Bad Honnef, Germany: K.H. Bock.

13.      Kurhila, J., Miettinen, M., Nokelainen, P., & Tirri, H. (2002a). Dynamic Profiling in a Real-Time Collaborative Learning Environment. In S. Cerri, G. Gouardères, & F. Paraguaçu (Eds.), Proceedings of the ITS 2002 Conference (pp. 239-248). New York: Springer.

12.      Kurhila, J., Miettinen, M., Nokelainen, P., & Tirri, H. (2002b). EDUCO-A Collaborative Learning Environment Based on Social Navigation. In P. De Bra, P. Brusilovsky, & R. Conejo (Eds.), Proceedings of the Second International Conference on Adaptive Hypermedia and Adaptive Web Based Systems (pp. 242-252). New York: ACM.

11.      Kurhila, J., Miettinen, M., Nokelainen, P., & Tirri, H. (2002c). Use of Social Navigation Features in Collaborative E-Learning. In M. Driscoll & T. Reeves (Eds.), Proceedings of World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education 2002 (pp. 1738-1741). Chesapeake, VA: AACE.

10.      Kurhila, J., Miettinen, M., Nokelainen, P., & Tirri, H. (2002d). Enhancing the Sense of Other Learners in Student-Centered Web-Based Education. In Proceedings of International Conference on Computers in Education 2002 (pp. 318-322). New York: IEEE Computer Society Press.

9. Miettinen, M., Nokelainen, P., Kurhila, J., Silander, T., & Tirri, H. (2002). Adaptive Profiling Tool for Teacher Education. In D. Willis et al. (Eds.), Proceedings of Society for Information Technology & Teacher Education International Conference 2002 (pp. 1153-1157). Chesapeake, VA: AACE. 2002 Awarded Paper.

8. Nokelainen, P. Kurhila, J., Miettinen, M., & Tirri, H. (2002). A Tool for Real Time On-Line Collaboration in Web-Based Learning. In the Proceedings of the ED-MEDIA 2002 Conference (pp. 1448-1453).

7. Nokelainen, P., Miettinen, M., Kurhila, J., Silander, T., & Tirri, H. (2002). Optimizing and profiling users online with Bayesian probabilistic modeling. In the Proceedings of the International Networked Learning Conference of Natural and Artifical Intelligence Systems Organization. Millet: ICSC-NAISO Academic Press.

6. Nokelainen, P., Tirri, K., & Campbell, J. R. (2002). Cross-Cultural Findings of Computer Literacy Among the Academic Olympians. ERIC Document Reproduction Service No. ED467500.

5. Nokelainen, P., Tirri, K., & Merenti-Välimäki, H. (2002). Self-Attributions of Mathematically Gifted. In the Proceedings of Second Self-Concept Research Biennal International Conference. Sydney: University of Western Sydney, Self Research Center.

4. Tirri, K., Komulainen, E., Nokelainen, P., & Tirri, H. (2002). Conceptual Modeling of Self-Rated Intelligence-Profile. In the Proceedings of Second Self-Concept Research Biennal International Conference. Sydney: University of Western Sydney, Self Research Center.

3. Kurhila, J., Miettinen, M., Niemivirta, M., Nokelainen, P., Silander, T., & Tirri, H. (2001). Bayesian Modeling in an Adaptive On-Line Questionnaire for Education and Educational Research. In H. Ruokamo, O. Nykänen, S. Pohjolainen & P. Hietala (Eds.), Proceedings of the 10th International PEG2001 Conference (pp. 194-201). Tampere: University of Tampere.

2. Nokelainen, P., Niemivirta, M., Kurhila, J., Miettinen, M., Silander, T., & Tirri, H. (2001). Implementation of an Adaptive Questionnaire. In C. Montgomerie & J. Viteli (Eds.), Proceedings of World Conference on Educational Multimedia, Hypermedia and Telecommunications 2001 (pp. 1412-1413). Chesapeake, VA: AACE.

1. Nokelainen, P., Silander, T., Tirri, H., Tirri, K., & Nevgi, A. (2001). Modeling Students' Views on the Advantages of Web-Based Learning with Bayesian Networks. In H. Ruokamo, O. Nykänen, S. Pohjolainen & P. Hietala (Eds.), Proceedings of 10th International Intelligent Computer and Communications Technology-Learning in On-Line Communities Conference (pp. 202-211). Tampere: University of Tampere.

3. Articles in Finnish scientific journals with referee practice

11.      Nokelainen, P. (2010). Hyvinvointi ja turvallisuus oppilaitoksissa. [Well-being and Safety in Finnish Educational Institutions] Ammattikasvatuksen aikakauskirja, 12(4), 4-9.

10.      Nokelainen, P. (2010). Koulusurmat oppilaitosten hyvinvointia ja turvallisuutta uhkaavana tekijänä. [School Shootings Theme Issue] Ammattikasvatuksen aikakauskirja, 12(4), 49-61.

9.         Nokelainen, P. (2010). Mistä on ammatilliset huippuosaajat tehty? [What Are Vocational Experts Made Of?] Ammattikasvatuksen aikakauskirja, 12(2), 4-12.

8.         Nokelainen, P. (2010). Kriittinen näkökulma ’sosiaalisesti hajautettuun tapaan’ tuottaa tietoa. [A Critical View to Socially Distributed Knowledge Production] Ammattikasvatuksen aikakauskirja, 12(1), 4-13.

7.         Nokelainen, P. (2010). Bayesilaisen tilastoanalyysin käyttömahdollisuudet ammattikasvatuksen tutkimuksessa. [Applying Bayesian Statistical Methods in Vocational Education Research] Ammattikasvatuksen aikakauskirja, 12(1), 34-46.

6.         Nokelainen, P., Korpelainen, K., & Ruohotie, P. (2009). Ammatillisen huippuosaamisen kehittymiseen vaikuttavat tekijät: Tapausesimerkkinä suomalaiset ammattitaidon maailmanmestaruuskilpailuihin osallistuvat ja valmentautuvat nuoret. [Characteristics of Vocational Expertise] Ammattikasvatuksen aikakauskirja, 11(2), 41-53.

5.         Nokelainen, P., Miettinen, M., & Ruohotie, P. (2009). Profiilien, toiminnan ja oppimistuotosten välisen yhteyden ennustaminen Bayes-laskennan avulla. [Prediction of Learner Profiles, Actions and Learning Outcomes with Bayesian Computation] Kasvatus, 40(3), 257-271.

4.         Korpelainen, K., Nokelainen, P., & Ruohotie, P. (2009). Ammatillisen huippuosaamisen mallintaminen: Huippuosaajaksi kasvaminen ja kasvun edellytykset. [Modeling of Vocational Excellence] Ammattikasvatuksen aikakauskirja, 11(1), 33-47.

3.         Ruohotie, P., Nokelainen, P., & Korpelainen, K. (2008). Ammatillisen huippuosaamisen mallintaminen: Teoreettiset lähtökohdat ja mittausmalli. [Modeling of Vocational Excellence: Theoretical framework and measurement model] Ammattikasvatuksen aikakauskirja, 10(1), 4-16.

2.         Nokelainen, P., & Ruohotie, P. (2006). Johtamisen tunneäly työntekijöiden kokemana. [Subordinates’ Perceptions of Emotional Leadership.] Ammattikasvatuksen aikakauskirja, 8(1), 62-72.

1.         Merenti-Välimäki, H-L., Nokelainen, P., & Tirri, K. (2005). Teknisen ammattikorkeakoulun opiskelijan matemaattinen lahjakkuus itsearvioinnin ja vanhempien vaikutuksen valossa. [Polytechnic Institution of Higher Education Students’ Mathematical Giftedness] Ammattikasvatuksen aikakauskirja, 7(3), 32-46.

4. Articles in Finnish scientific edited volumes and in Finnish scientific conference proceedings with referee practice

7.         Nokelainen, P. (2005a). Diskreettien Bayes-menetelmien soveltaminen ammattikasvatuksen tutkimuksessa [Discrete Bayes Methods in Vocational Education Research]. In M. Tuominen & J. Wihersaari (Eds.), Ammatti ja Kasvatus (pp. 73-87). Hämeenlinna: RCVE.

6.         Nokelainen, P. (2005b). Empirical Validation of the Technical and Pedagogical Usability Criteria for Digital Learning Material. In J. Levonen, T. Järvinen & S. Kaupinmäki (Eds.), Tuovi 2: ITK '04 tutkijatapaamisen artikkelit (pp. 180-188). Tampere: Tampere University Press.

5.         Nokelainen, P., & Ruohotie, P. (2002). Modeling Student's Motivational Profile for Learning in Vocational Higher Education. In H. Niemi, & P. Ruohotie (Eds.), Theoretical Understandings for Learning in the Virtual University (pp. 177-206). Hämeenlinna: RCVE.

4.         Nokelainen, P., & Tirri, H. (2002). Issues in Designing an Interactive Personalized Self-Assessment Tool. In H. Niemi, & P. Ruohotie (Eds.), Theoretical Understandings for Learning in the Virtual University (pp. 73-89). Hämeenlinna: RCVE.

3.         Ruohotie, P., & Nokelainen, P. (2002). Oppimisen itsesäätelyn mallintaminen [Modeling of Self-regulated Learning]. In J. Honka, M. Lehtinen, & U. Honka (Eds.), Ammattikasvatus katsoo tulevaisuuteen (ss. 18-29). Hämeenlinna: Ammattikasvatuksen tutkimuskeskus, Tampereen yliopisto ja Hämeen ammattikorkeakoulu.

2.         Nokelainen, P., & Ruohotie, P. (1999). Structural Equation Modeling in Professional Growth Research. In P. Ruohotie, H. Tirri, P. Nokelainen, & T. Silander (Eds.), Modern Modeling of Professional Growth, vol. 1 (pp. 121-154). Hämeenlinna: RCVE.

1.         Ruohotie, P., & Nokelainen, P. (1999). Modern Modeling of Professional Growth-Classification with Bayesian Statistics. In P. Ruohotie, J. Honka, & A. Suvanto (Eds.), The Developmental Challenges in the Cooperation of Education, Training and Working Life (pp. 103-114). Helsinki: Edita.

5. Scientific monographs

5.         Punamäki, R-L., Tirri, K., Nokelainen, P., & Marttunen, M. (2011). Koulusurmat: Yhteiskunnalliset ja psykologiset taustat ja ehkäisy. [School shootings: Societal and psychological background and prevention] Suomalaisen Tiedeakatemian kannanottoja –sarja, osa 2. Helsinki: Suomalainen Tiedeakatemia. 70 sivua.

4.         Jokinen, J., Lähteenmäki, L., & Nokelainen, P. (2009). Työssäoppimisen lumo. Ammatillisen sekä ammatillisen korkea-asteen koulutuksen ja työelämän yhteistyön hyvät käytänteet. [Charm of Work-based Learning] Opetusministeriö, Hämeen ammattikorkeakoulu ja Tampereen Aikuiskoulutuskeskus. Hämeenlinna: Hämeen ammattikorkeakoulu. 320 sivua.

3.         Nokelainen, P. (2008). Modeling of Professional Growth and Learning: Bayesian approach. Tampere: Tampere University Press. 319 pages. [PDF]

2.         Ruohotie, P., Tirri, H., Nokelainen, P., & Silander, T. (1999). Modern Modeling of Professional Growth, vol. 1. Hämeenlinna: RCVE. 156 pages.

1.         Nokelainen, P. (1996). Helsingin Suomalaisen Yhteiskoulun eetos. [Ethos of Helsingin Suomalainen Yhteiskoulu] Tampere: Tampereen yliopisto. 166 sivua.

6. Other scientific publications

6.2 Publications in university and department series

19.      Nokelainen, P., & Tirri, H. (2007). The Essential Benefits of Using Bayesian Modeling in Professional Growth Research. In S. Saari & T. Varis (Eds.), Professional Growth (pp. 413-423). Hämeenlinna: RCVE.

18.      Nokelainen, P., & Tirri, K. (2007). Empirical Investigation of Finnish School Principals' Emotional Leadership Competencies. In S. Saari & T. Varis (Eds.), Professional Growth (pp. 424-438). Hämeenlinna: RCVE.

17.      Nokelainen, P. (2004d). Digitaalisen oppimateriaalin käytettävyyden arvioinnin kriteerit. [Usability Evaluation Criteria of Digital Learning Material] In J. Saarinen (Eds.), eValuator-Digitaalisten oppimateriaalien, oppimisympäristöjen ja mobiilioppimisen käytäntöjen arviointi (pp. 39-86). Hämeenlinnan ammattikorkeakoulun julkaisusarja A 5/2004. Hämeenlinna: Hämeen ammattikorkeakoulu.

16.      Syvänen, A., & Nokelainen, P. (2004a). Digitaalisen oppimateriaalin mobiilikäytettävyyden arvioinnin kriteerit. [Usability Evaluation Criteria of Mobile Digital Learning Material] In J. Saarinen (Eds.), eValuator-Digitaalisten oppimateriaalien, oppimisympäristöjen ja mobiilioppimisen käytäntöjen arviointi (pp. 87-100). Hämeenlinnan ammattikorkeakoulun julkaisusarja A 5/2004. Hämeenlinna: Hämeen ammattikorkeakoulu.

15.      Syvänen, A., & Nokelainen, P. (2004b). Expert views on the characteristics of mobile learning activities. In J. Saarinen (Eds.), eValuator-Digitaalisten oppimateriaalien, oppimisympäristöjen ja mobiilioppimisen käytäntöjen arviointi (pp. 153-176). Hämeenlinnan ammattikorkeakoulun julkaisusarja A 5/2004. Hämeenlinna: Hämeen ammattikorkeakoulu.

14.      Nokelainen, P., & Ruohotie, P. (2003c). Modeling the Prerequisites of Empowerment. In B. Beairsto, M. Klein, & P. Ruohotie (Eds.), Professional Learning and Leadership (pp. 147-176). Hämeenlinna: RCVE.

13.      Luoma, M., Nokelainen, P., & Ruohotie, P. (2003d). Oppimisen Edellytykset ja Strategiat Poliisiorganisaatiossa – Mallintaminen Lineaarisilla ja Bayes –menetelmillä. [Modeling learning prerequisites and strategies for police organization with linear and Bayesian methods] In J. Honka, M. Susimetsä, & U. Susimetsä (Eds.), Ammattikasvatus ammentaa uutta maailmalta (pp. 19-32). Hämeenlinnan ammattikorkeakoulun julkaisusarja A 2/2003. Hämeenlinna: Hämeen ammattikorkeakoulu.

12.      Horila, M., Nokelainen, P., Syvänen, A., & Överlund, J. (2002). Pedagogisen käytettävyyden kriteerit. Hämeenlinnan ammattikorkeakoulun julkaisusarja A 3/2002. Hämeenlinna: Hämeen ammattikorkeakoulu.

11.      Ruohotie, P., Nokelainen, P., Tirri, H., & Silander, T. (2001). Modeling Individual and Organizational Prerequisites of Professional Growth – Papers presented at International Conferences 1999-2001. Publication D:155. Hämeenlinna: RCVE and Häme Polytechnic.

10.      Nokelainen, P., & Ruohotie, P. (2000). Modeling Student Motivation and Self-Regulated Learning with Bayesian Networks. ERIC Document Reproduction Service No.ED442849.

9.         Ruohotie, P., & Nokelainen, P. (2000a). Modern Modeling of Student Motivation and Self-Regulated Learning. In P. R. Pintrich & P. Ruohotie (Eds.), Conative Constructs and Self-Regulated Learning (pp. 141-193). Hämeenlinna: RCVE.

8.         Ruohotie, P., & Nokelainen, P. (2000b). Beyond the Growth-oriented Atmosphere. In B. Beairsto & P. Ruohotie (Eds.), Empowering Teachers as Lifelong Learners (pp. 147-167). Hämeenlinna: RCVE.

7.         Ruohotie, P., Nokelainen, P., Tirri, H., & Silander, T. (2000). New Perspectives to Study of Student Motivation and Self-Regulated Learning with Bayesian Network Modeling. ERIC Document Reproduction Service No.ED457238.

6.         Nokelainen, P., Ruohotie, P., & Tirri, H. (1999). Professional Growth Determinants-Comparing Bayesian and Linear Approaches to Classification. In P. Ruohotie, H. Tirri, P. Nokelainen, & T. Silander (Eds.), Modern Modeling of Professional Growth, vol. 1 (pp. 85-120). Hämeenlinna: RCVE. ERIC Document Reproduction Service No.ED442850.

5.         Nokelainen, P. (1997a). Internetin Hakukoneistot. In P. Nokelainen & J. Viteli (Eds.), Digitaalinen Media Verkoissa 1997 (pp. 43-62). [Digital Media in Networks 1997] Tietokonekeskuksen julkaisuja 3. Tampereen yliopisto, Tietokonekeskus, Hypermedialaboratorio. Tampere: Tampereen yliopisto.

4.         Nokelainen, P. (1997b). Data retrieval from Internet. In O. Ahvenainen (Ed.), Internet as a Tool in Special Education (pp.17-28). Research Reports 62. University of Jyväskylä, Department of Special Education. Jyväskylä: University of Jyväskylä.

3.         Nokelainen, P. (1997c). Hyperdocuments and Pervasive Accessibility. In O. Ahvenainen (Ed.), Internet as a Tool in Special Education (pp.29-46). Research Reports 62. University of Jyväskylä, Department of Special Education. Jyväskylä: University of Jyväskylä.

2.         Nokelainen, P., & Viteli, J. (1997). Digitaalisen Verkkohypermedian Huominen. [Future of Digital Networked Hypermedia] In P. Nokelainen & J. Viteli (Eds.), Digitaalinen Media Verkoissa 1997 (pp. 5-14). Tietokonekeskuksen julkaisuja 3. Tampereen yliopisto, Tietokonekeskus, Hypermedialaboratorio. Tampere: Tampereen yliopisto.

1.         Nokelainen, P., & Komu, T. (1996). Teledemokratiaa Mediayhteiskunnassa. [Teledemocracy in Media Society] In P. Nokelainen & J. Viteli (Eds.), Digitaalinen Media Verkoissa 1996 (pp.109-118). Tietokonekeskuksen julkaisuja 2. Tampereen yliopisto, Tietokonekeskus / Hypermedialaboratorio. Tampere: Tampereen yliopisto.

6.3 Popularizing and professional journals

2.         Ryymin, E., Karlström, T., Nokelainen, P., Suokas, S., & Teperi, A.-M. (2011). Avia College promotes Professional and Pedagogical Excellence in Air Traffic Controller Officers' Training. Air Traffic Technology International, 66-69.

1.         Nokelainen, P. (2004). Voiko oppimateriaalia arvioida? Digitaalisen oppimateriaalin arvioinnin kriteerit. [Issues on Digital Learning Material Evaluation] Suomen eOppimiskeskuksen jäsenlehti SeOppi, 11, 8.

7. Other publications

7.1 Textbooks, teaching materials

9.         Nokelainen, P. (2007). Stuctural Equation Modeling in Educational Research. Online learning material. University of Tampere, Research Centre for Vocational Education. Available at: http://www.uta.fi/aktkk/lectures/sem_en.

8.         Nokelainen, P. (2006). Bayesian Modeling in Educational Research. Online learning material. University of Tampere, Research Centre for Vocational Education. Available at: http://www.uta.fi/aktkk/lectures/bayes_en.

7.         Tirri, H., & Nokelainen, P. (2004). Bayes -mallinnus. [Bayesian Methods] Verkossa oleva online oppimateriaali. Helsingin yliopisto, Kasvatustieteiden laitos ja Suomen virtuaaliyliopisto. Saatavana sähköisenä osoitteesta https://www.edu.helsinki.fi/svy/kvanti/bayes_mallinnus.

6.         Nokelainen, P. (2002a). Bayesilaisten mallien analyysi ja tulkinta. [Analysis and Interpretation of Bayesian Models] Verkossa oleva opetusmoniste. Tampereen yliopisto, Ammattikasvatuksen tutkimus- ja koulutuskeskus. Saatavana sähköisenä osoitteesta http://www.uta.fi/laitokset/aktk/lectures/bayes/bayes_exercise_pn.htm.

5.         Nokelainen, P. (2002b). Digitaalisen oppimateriaalin standardointi tietoverkkokouluttajan näkökulmasta. [Standardization of digital learning material in the perspective of information technology educator] In J. Saarinen (Eds.), Kouluttajana verkossa-menetelmät ja tekniikat (pp. 85-112). Julkaisu C: 2/2002. Hämeenlinna: Hämeen ammattikorkeakoulu.

4.         Nokelainen, P. (2002c). Animaatio ja vuorovaikutteinen multimedia verkkosivuilla. [Animation and interactive multimedia in WWW –pages.] In J. Saarinen (Ed.), Kouluttajana verkossa-menetelmät ja tekniikat (pp. 231-266). Julkaisu C: 2/2002. Hämeenlinna: Hämeen  ammattikorkeakoulu.

3.         Saarinen, J., Piipari, M., & Nokelainen, P. (1999). Digitaalinen kuva oppimateriaalina. [Digital image as learning material] Tampereen yliopisto, Täydennyskoulutuskeskus, julkaisusarja B1/99. Tampere: Juvenes Print. 231 pages.

2.         Nokelainen, P. (1998). Macromedia Director 5.0 - 6.0. Jyväskylä: Teknolit. 175 pages.

1.         Ahvenainen, O., & Nokelainen, P. (1998a). Tieto- ja Viestintätekniikka Erityisopetuksessa. [Information and Communication Technology in Special Education] In L. Huovinen (Ed.), Tieto- ja Viestintätekniikka Opetuksessa ja Oppimisessa, osaraportti 3 (pp. 178-191). Sitran julkaisusarja,  nro. 191. Helsinki: SITRA.

7.2 Presentations in scientific conferences with referee practice

56.      Tirri, K., & Nokelainen, P. (2011, April). Ethical thinking skills of mathematically gifted Finnish young adults. Paper presented at the annual meeting of the American Educational Research Association, New Orleans, USA.

55.      Nokelainen, P. (2010, August). Issues on Study Design. Invited talk in the 7th ESU Conference on Entrepreneurship, Tartu, Estonia.

54.      Nokelainen, P. (2010, August). Discrete Bayesian Methods in Social Science Research. Invited talk in the 7th ESU Conference on Entrepreneurship, Tartu, Estonia.

53.      Tirri, K., & Nokelainen, P. (2010, April). The influence of self-perception of abilities and attribution styles on academic choices: Implications for gifted education. Paper presented at the annual meeting of the American Educational Research Association, Denver, USA.

52.      Nokelainen, P., & Ruohotie, P. (2009, September). Factors of Growth-oriented Atmosphere: A Case Study in a Polytechnic Institution of Higher Education. Paper presented at the European Conference on Educational Research, Vienna, Austria.

51.      Nokelainen, P. (2009, September). Essential Benefits and Disadvantages of Using Discrete Bayesian Methods in Educational Research. Paper presented at the European Conference on Educational Research, Vienna, Austria.

50.      Nokelainen, P., & Tirri, K. (2009, August). Investigation of Relationships Between Finnish Mathematically Gifted Students’ Intrinsic Motivation, Moral Resoning and Religious Reasoning. Paper presented at the 13th biennal conference of the European Association for Research on Learning and Instruction, Amsterdam, Netherlands.

49.      Tirri, K., & Nokelainen, P. (2009, August). How morality and intelligence relate to each other? A case-study of mathematically talented adolescence. Paper presented at the 13th biennal conference of the European Association for Research on Learning and Instruction, Amsterdam, Netherlands.

48.      Nokelainen, P., & Ruohotie, P. (2009, April). Characteristics that Typify Successful Finnish World Skills Competition Participants. Paper presented at the annual meeting of the American Educational Research Association, San Diego, USA.

47.      Nokelainen, P., Miettinen, M., & Ruohotie, P. (2008, November). Profiilien, toiminnan ja oppimistuotosten välisen yhteyden ennustaminen Bayes-menetelmillä. [Prediction of Learner Profiles, Actions and Learning Outcomes with Bayesian Computation] Paper presented at the annual meeting of Finnish Educational Research Association, Turku.

46.      Nokelainen, P., Ruohotie, P., & Korpelainen, K. (2008, November). Ammatillisen huippuosaamisen mallintaminen: Suomalaisten ammattitaidon maailmanmestaruuskilpailuihin osallistuneiden nuorten profiili. [Modeling of Vocational Expertise] Paper presented at the annual meeting of Finnish Educational Research Association, Turku.

45.      Nokelainen, P., Miettinen, M., & Ruohotie, P. (2008, September). Exploration of educational science students’ profiles, learning outcomes and activities in computer-supported learning environments. Paper presented at the European Conference on Educational Research, Gothenburg, Sweden.

44.      Nokelainen, P., Ruohotie, P., & Korpelainen, K. (2008, September). Modeling of Vocational Excellence (MoVE) - A Case Study of Finnish World Skills Competition Participants. Paper presented at the European Conference on Educational Research, Gothenburg, Sweden.

43.      Holm, K., Tirri, K., & Nokelainen, P. (2008, September). Intercultural and interreligious sensitivity of Finnish gifted adolescents. Paper presented at the annual meeting of the European Council for High Ability, Prague, Czech Republic.

42.      Nokelainen, P., & Tirri, K. (2008, September). The moral reasoning of mathematically gifted students. Paper presented at the annual meeting of the European Council for High Ability, Prague, Czech Republic.

41.      Tirri, K., Nokelainen, P., & Mahkonen, M. (2008, August). The beliefs and values of gifted Finnish adolescents. Paper presented at the European Association for Research on Learning and Instruction SIG 19 Religious and spiritual education conference in Canterbury, UK.

40.      Tirri, K., & Nokelainen, P. (2008, April). Comparison of Academically Average and Gifted Students' Self-Rated Ethical Sensitivity. Paper presented at the annual meeting of the American Educational Research Association, New York, USA.

39.      Nokelainen, P., & Ruohotie, P. (2007, April). Finnish Industrial Worker's Evaluations on their Superiors Emotional Leadership Abilities. Paper presented at the annual meeting of the American Educational Research Association, Chicago, USA.

38.      Nokelainen, P., Ruohotie, P., & Tirri, K. (2007, August). Measuring Finnish Teachers Evaluations of their Principals' Emotional Leadership Competencies with ELQ. Paper presented at the 12th biennal conference of the European Association for Research on Learning and Instruction, Budapest, Hungary.

37.      Nokelainen, P., Ruohotie, P., & Tirri, K. (2007, September). Examining the Construct Validity of the Emotional Leadership Questionnaire. Paper presented at the European Conference on Educational Research, Gent, Belgium.

36.      Nokelainen, P., Tirri, K., Campbell, J. R., & Walberg, H. (2007, April). Adult Productivity for Academic Olympians: Factors that Contribute to the Development of Talent. Paper presented at the annual meeting of the American Educational Research Association, Chicago, USA.

35.      Tirri, K., & Nokelainen, P. (2007, August). Empirical Investigation of the Multiple Intelligences Profiling Questionnaire's Environmental Sensitivity Scale. Paper presented at the 12th biennal conference of the European Association for Research on Learning and Instruction, Budapest, Hungary.

34.      Nokelainen, P., & Ruohotie, P. (2006, September). Empirical Analysis of the Four-domain Model of Emotional Leadership. Paper presented at European Conference on Educational Research, Geneva, Switzerland.

33.      Tirri, K., & Nokelainen, P. (2006, September). Challenges of Educating Gifted Females: New Data from the Finnish Olympians. Paper presented at the annual meeting of the American Educational Research Association, San Fransisco, USA.

32.      Nokelainen, P., & Ruohotie, P. (2005, April). Examining the Construct Validity of Abilities for Computer-Assisted Learning Questionnaire. Paper presented at the annual meeting of the American Educational Research Association, Studying and Self-Regulated Learning SIG, Self-Assessment of Self-Regulation session, Montreal, Canada.

31.      Nokelainen, P., & Ruohotie, P. (2005, September). Modeling a Self-rated Learning Motivation, Learning Strategies and Social Ability Profile for Adult Learners. Paper presented at European Conference on Educational Research, Dublin, Ireland.

30.      Nokelainen, P., & Ruohotie, P. (2005, September). Investigating the Criteria for Evaluating Usability of Digital Learning Materials. Paper presented at European Conference on Educational Research, Dublin, Ireland.

29.      Nokelainen, P., Tirri, K., & Ubani, M. (2005, August). The Differences in Spiritual Sensitivity Between Above and Average-ability Students. Paper presented at the 11th biennal conference of the European Association for Research on Learning and Instruction, Nicosia, Cyprus.

28.      Räsänen, A., Tirri, K, & Nokelainen, P. (2005, August). The Differences in Religious Thinking Between 6th and 9th Graders. Paper presented at the 11th biennal conference of the European Association for Research on Learning and Instruction, Nicosia, Cyprus.

27.      Tirri, K., & Nokelainen, P. (2005, April). Conceptual Definition and Empirical Validation of the Spiritual Intelligence Scale. Paper presented at the annual meeting of the American Educational Research Association, Multiple Intelligences: Theory and Practice SIG, Probed Dimensions of Multiple Intelligences session, Montreal, Canada.

26.      Nokelainen, P., & Ruohotie, P. (2004, April). Self-reported Motivation and Computer-supported Collaborative Learning. Paper presented at the Annual Meeting of the American Educational Research Association, AERA Paper Session: Learning Environments, San Diego, USA.

25.      Nokelainen, P., & Ruohotie, P. (2004, September). Relationship between learner's profile information, actions in a shared document-based annotation system and learning outcomes. Paper presented at the European Conference on Educational Research, Rethymnon, Crete.

24.      Nokelainen, P., Silander, T., Ruohotie, P., & Tirri, H. (2004, April). Empirical Investigation of Non-linearities in Growth-oriented Atmosphere Data. Paper presented at the Annual Meeting of the American Educational Research Association, Educational Statisticians Paper Session: Growth Curve and Structural Equation Models, San Diego, USA.

23.      Nokelainen, P., Silander, T., Ruohotie, P., & Tirri, H. (2004, September). Investigating the effect of nonlinearities in vocational education data with two empirical samples. Paper presented at the European Conference on Educational Research, Rethymnon, Crete.

22.      Nokelainen, P., Tirri, K., & Merenti-Välimäki, H-L. (2004, April). Self-attributions and Parental Influence as Predictors of Mathematical Talent. Paper presented at the Annual Meeting of the American Educational Research Association, Research on Giftedness and Talent Paper Session: Spotlighting Research on Talents, San Diego, USA.

21.      Tirri, K., Tallent-Runnels, M., & Nokelainen, P. (2004, April). A Cross-Cultural Study of Preadolescents' Moral, Spiritual and Religious Questions. Paper presented at the Annual Meeting of the American Educational Research Association, International Studies Paper Session: Cross-Cultural Studies in International Contexts, San Diego, USA.

20.      Luoma, M., Nokelainen, P., & Ruohotie, P. (2003b, April). Learning Strategies for Police Organization-Modeling Organizational Learning Prerequisites. Paper presented at the Annual Meeting of the American Educational Research Association, Chicago, USA.

19.      Luoma, M., Nokelainen, P., & Ruohotie, P. (2003c, August). Development of Quality and Professional Competence in Police Organization. Paper presented at the 111th Annual Convention of the American Psychology Association, Toronto,Canada.

18.      Nokelainen, P., & Ruohotie, P. (2003b, September). Investigating the Role of Motivation Profile in a CSCL Environment. Paper presented at the European Conference on Educational Research, Hamburg, Germany.

17.      Nokelainen, P., Ruohotie, P., Miettinen, M., Kurhila, J., & Tirri, H. (2003b, April). Integrating self-rated motivational and learning strategy profiles into collaborative real time on-line learning environment. Paper presented at the Computer Assisted Learning (CAL) conference, Belfast, Ireland.

16.      Nokelainen, P., Silander, T., Ruohotie, P., & Tirri, H. (2003a, August). Investigating Non-linearities with Bayesian Networks. Paper presented at the 111th annual convention of the American Psychology Association, Division of Evaluation, Measurement and Statistics, Toronto, Canada.

15.      Nokelainen, P., Silander, T., Ruohotie, P., & Tirri, H. (2003b, August). Empirical evaluation of non-linearities in professional growth data. Paper presented at the 10th biennal conference of the European Association for Research on Learning and Instruction, Padova, Italy.

14.      Nokelainen, P., & Tirri, H. (2003, April). Advanced Methods for Analyzing Cultural-cultural Data. Paper presented at the annual meeting of the American Educational Research Association, Chicago, USA.

13.      Nokelainen, P., Tirri, K., Campbell, J., & Walberg, H. (2003, April). Cross-cultural Factors that Account for Adult Productivity. Paper presented at the annual meeting of the American Educational Research Association, Chicago, USA.

12.      Poutiainen, O., Tirri, K., & Nokelainen, P. (2003, August). How do world views predict attitudes toward information society among Finnish adolescents? Paper presented at the 10th biennal conference of the European Association for Research on Learning and Instruction, Padova, Italy.

11.      Syvänen, A., Nokelainen, P., Ahonen, M., & Turunen, H. (2003, August). Approaches to Assessing Mobile Learning Components. Paper presented at the 10th biennal conference of the European Association for Research on Learning and Instruction, Padova, Italy.

10.      Tirri, K., Adams, A., Runnels, M., Nokelainen, P., & Yuen, M. (2003, April). The Cross-cultural Validity of Teachers’ Attitude Instrument: Empirical Testing with Data from Four Countries. Paper presented at the annual meeting of the American Educational Research Association, Chicago, USA.

9.         Tirri, K., Komulainen, E., Nokelainen, P., & Tirri, H. (2003, April). Gardner's Theory Applied to Model a Self-Rated Intelligence Profile. Paper presented at the annual meeting of the American Educational Research Association, Multiple Intelligences SIG, Chicago, USA.

8.         Nokelainen, P. (2002, April). Questions Concerning Standardization of Digital Learning Material (In Finnish). A paper presented at Interactive Technology in Education 2002 Conference (ITK'2002). Hämeenlinna.

7.         Nokelainen, P., Ruohotie, P., Tirri, H., & Silander, T. (2002, September). Empowerment-modeling the prerequisites of change and growth with Bayesian networks. Paper presented at the European Conference on Educational Research (ECER). Lisbon, Portugal.

6.         Ruohotie, P., Nokelainen, P., & Tirri, H. (2002, April). Visualization of Growth-oriented Atmosphere. Paper presented at the Annual Meeting of American Educational Research Association (AERA 2002). New Orleans, USA.

5.         Nokelainen, P., & Ruohotie, P. (2001, April). Modeling Student Motivation and Self-Regulated Learning with Bayesian Networks. Paper presented at the Annual Meeting of American Educational Research Association. Seattle, USA.

4.         Ruohotie, P., Nokelainen, P., & Tirri, H. (2001, September). Modeling Growth-Oriented Atmosphere with High-Dimensional Data Visualization Methods. Paper presented at the European Conference on Educational Research. Lille, France.

3.         Tirri, K., & Nokelainen, P. (2001, September). Cross-cultural Predictors of Mathematical Talent and Academic Productivity. Paper presented at 9th Biennal Conference of the European Association for Research on Learning and Instruction. Fribourg, Switzerland.

2.         Ruohotie, P., Nokelainen, P., & Tirri, H. (1999b, September). Comparing Bayesian and Linear Approaches to Classification. Paper presented at the European Conference on Educational Research. Lahti, Finland.

1.         Ruohotie, P., Nokelainen, P., & Tirri, H. (1999a, April). Professional Growth Determinants. Paper presented at the Annual Meeting of American Educational Research Association. Montreal, Canada.