Pedagogical models and approaches

The pedagogical model is the way of organising teaching and learning activities that helps learning progress in a pedagogically sound and structured manner. It is influenced by the current understanding of the nature of learning as a tool that facilitates the planning of teaching, creating, and directing the learning and teaching process.

Case-based learning

Case-based learning is, by its nature, an authentic learning process based on the real world. The matters to be learned are presented through case studies or examples, which are then analysed and processed. Studying theoretical matters is also done through these concrete cases. Typical processes that facilitate learning for case-based learning include, for example, problem-solving, analysing, comparisons, classification, synthetisation and abstraction (creating higher levels of abstraction and perspectives).

Case-based teaching is used to solve emerging problems. It is student-centred and interactive and is anchored to real situations (a press clipping, story, photo, video, etc). In the teaching situations, the students process a certain case based on their previous experiences and with the knowledge and skills they have learned in their studies. In addition to providing knowledge, case-based studies aim to improve analytical reasoning, collaboration skills, communication skills, ability to apply knowledge and creativity.

Harvard Graduate School of Education. (n.d.). Case teaching.

Harvard Graduate School of Education. (n.d.). Case-based collaborative learning (eight examples of how to use cases).

Challenge-based learning (CBL)

Challenge-based learning closely resembles problem-based learning and other similar pedagogical models. However, the hallmark of challenge-based learning is that the multidisciplinary learning team itself forms a challenge based on some real societal phenomenon. The aim is to develop a sustainable and user-oriented solution to the self-created challenge that is widely applicable. This pedagogical model combines team learning, deeper learning and multidisciplinary problem-solving. The responsibility for their own and the team’s learning lies with the learners themselves, and they are supported in the learning experience by a team coach who facilitates the chosen method, such as the design process and supports the team in achieving their goals.

In the role of learner:

  • Professional identity is strengthened
  • Self-management and competence management are strengthened
  • General working life skills are being developed
  • Teamwork/learning skills develop
  • The sense of relevance is strengthened
  • Systemic intelligence is evolving

In the role of team coach:

  • Lead learners to interact and collaborate
  • Build trust through empathy
  • Ensuring feedback between learners
  • Emphasis on purpose and goal
  • Encouraged and valued
  • Supported by various tools

Dikilitaş, K., Marshall, T. & Shahverdi, M. (2025). A Practical Guide to Understanding and Implementing Challenge-Based Learning (Open Access Book)

Challenge-based learning in Tampere University (text)

Challenge-based learning.org (site)

Malmqvist, J.,Rådberg,K. & Lundqvist, U. (2015).  From problem-based to challenge-based learning – motives, examples, outcomes and success factors.

University of Twente. Explained: Challenge-based learning. (video, 1:55 min)

University of Twente. Challenge-based learning in practice. (video, 4:05 min)

Collaborative learning

Collaborative learning refers to a learning process where all group members have a common assignment and goal and where they attempt to build shared meaning, commitment and understanding while interacting with others (see e.g. Dillenbourg, 1999; Baker et.al., 1999; Järvelä & Häkkinen, 2002).

The prerequisite for this is that attention is paid to building the student community and on how not all ‘collaborative learning’ represents the collaborative learning model. The members of the student community have a common base and, also, a common goal for their learning.

Creatic Campus. (2021). What is the need for collaborative learning in higher education? 

Scager, K., Boonstra, J., Peeters, T., Vulperhorst, J., & Wiegant, F. (2016). Collaborative Learning in Higher Education: Evoking Positive InterdependenceCBE life sciences education15(4), 69.

Tan, E. (2021). Collaborative learning=Knowledge building?

Cooperative learning

Cooperative learning means working in small groups to achieve a common goal. The objective is to ensure students are committed to the learning process through learning together and, secondly, teach the students cooperative skills and a sense of responsibility for their own learning and the learning process of other students. In cooperative learning, the focus is on the shared product and on how everyone will learn the same things and participate in achieving the common goal, utilising discussion, consideration and the group’s self-assessment as central learning methods. Cooperative work requires a goal-oriented approach, responsibility and commitment.

One model of cooperative learning is the ‘jigsaw puzzle technique’ where the student has a basic group, i.e. ‘home group’, and then members of this homegroup can be temporarily appointed to ‘expert groups’ for thematic work.

Various digital environments can be utilised in this model to support the activities in accordance with the process.

Deeper learning

Deeper learning is usually defined from the perspective of achieving a higher order of thinking (HOT) skills, which allows the student or learning community to analyse, interpret, study, compare, evaluate, construct and create new information. In working life, graduating students will be expected to possess these kinds of higher-order thinking skills, both now and in the future.

When planning and designing the teaching, it is good to keep a few factors in mind to promote deeper learning. The learning community is considered a central factor and motivator when deeper learning is the goal. Authenticity and authentic learning create an important base for collaborative knowledge construction that strives towards deeper learning. Collaborative knowledge building and, in particular, dialogical collaborative knowledge building are thought to steer students towards deeper learning. Self-paced studies planned for different stages of the learning process also facilitate deeper learning. In general, it can be said that project-form working promotes achieving the higher-order thinking skills of deeper learning.

Adams Becker, S., Cummins, M., Davis, A., Freeman, A., Hall Giesinger, C. & Ananthanarayanan, V. (2017). NMC horizon report: 2017 Higher education edition. Austin, TX: The New Media Consortium. (pdf)

Anderson, L. W. (Ed.), Krathwohl, D. R. (Ed.), Airasian, P. W., Cruikshank, K. A., Mayer, R. E., Pintrich, P. R., . . . Wittrock, M. C. (2001). A taxonomy for learning, teaching, and assessing: A revision of Bloom’s taxonomy of educational objectives. New York, NY: Longman.

Harvard Graduated School of Education. (n.d.). Deepening understanding.

Herrington, J., Reeves, T. C. & Oliver, R. (2010). A guide to authentic e-learning. London, UK: Routledge.

McTighe, J. & Silver, H. F. (2020). Teaching for Deeper Learning: Tools to Engage Students in Meaning Making.

Paavola, S., Lipponen, L. & Hakkarainen, K. (2004). Models of innovative knowledge communities and three metaphors of learning. Review of Educational Research, 74(4), 557–576.

Ruhalahti, S. (2019). Redesigning a Pedagogical Model for Scaffolding Dialogical, Digital and Deep Learning in Vocational Teacher Education. Acta electronica Universitatis Lapponiensis 257.

Turvey, K. (2006). Towards deeper learning through creativity within online communities in primary educationComputers & Education 46 (2006) 309–321.

Dialogue in learning, dialogical learning and knowledge construction

Dialogical learning, or dialogue in learning and knowledge construction, is seen as a highly multifaceted approach to learning and teaching. The DIANA (Dialogical Authentic Netlearning Activity Model) model, designed at the start of the century (see Aarnio & Enqvist, 2016), helps teachers structure the learning process through dialogical collaborative knowledge construction. Studies in recent years have shown that dialogue skills and developing them require coaching (see Ruhalahti, 2019). To support this, dialogical methods were designed under the instruction of Helena Aarnio (2012).

Aarnio, H. (1999). In Search of Dialogue: Developing Dialogue for Communication and Information Technological Environment. Acta Universitatis Tamperensis, 676. (Dissertation)

Aarnio, H. (2012). Dialogical methods.

Harvard Graduate School of Education. (n,d.). Building community.

Ruhalahti, S. (2019). Redesigning a Pedagogical Model for Scaffolding Dialogical, Digital and Deep Learning in Vocational Teacher Education. Acta electronica Universitatis Lapponiensis 257.

Flipped learning

Flipped learning transforms the entire learning culture, from the teachers to the learning events. The learning process often proceeds at the student’s own pace and independently. The teacher does not control learning by ensuring that the required assignments have been completed, for example. This will also lead to a situation where not all students may learn everything.

Flipped learning is often confused with the pedagogical model of the flipped classroom. The flipped classroom, however, is a more recent teaching method. It refers more to a technical change. The model was born from making teaching videos and offering them to students online.

Bergmann & Sams (2015). Flipped learning for math instruction. International society for Technology in Education.

Bergmann & Sams (2015). Flipped learning for science instruction. International society for Technology in Education.

Nouri, J. (2016). The flipped classroom: for active, effective and increased learning – especially for low achieversInternational Journal of Educational Technology in Higher Education 13, 33.

Sointu , E., Hyypiä, M., Lambert, M. C., Hirsto, L., Saarelainen, M. & Valtonen, T. (2022c). Preliminary evidence of key factors in successful flipping: predicting positive student experiences in Flipped Classrooms. Higher Education, 85, 503–520.

Sointu, E., Valtonen, T., Hallberg, S., Kankaanpää, J., Väisänen, S., Heikkinen, L., Saqr, M., Tuominen V., & Hirsto, H. (2022b). Learning analytics and Flipped Learning in online teaching for supporting preservice teachers’ learning of quantitative research methods. Seminar.net – International Journal of Media, Technology & Life-long Learning, 18(1).

Sointu, E., Vuojärvi, H. & Äikäs, A. (2022a). Students’ perspectives on the functionality of the flipped classroom approach in master’s thesis seminar. Seminar.net – International Journal of Media, Technology & Life-long Learning, 18(1).

Toivola, M. (2020). Flipped Assessment – A leap towards Flipped learning. An article in conference proceedings Brandhofer, G., Buchner, J., Freibleben-Teutscher, C. & Tengler, K (Hrsg.) Tagungsband zur Tagung Inverted Classroom and beyond 2020. Baden, Austria.

Toivola, M. (2020). Flipped Assessment: A Leap towards Assessment for Learning. Edita.

Toivola, M. (2016). Flipped learning -why teachers flip and what are their worries? Experiences of Teaching with Mathematics, Sciences and Technology, 2(1), 237-250.

Toivola, M., & Silfverberg, H. (2015). Flipped learning –approach in mathematics teaching – a theoretical point of viewProceedings of the Symposium of Finnish Mathematics and Science Education Research Association. Oulu.

Vaderbilt University. (n.d.). Flipping the Classroom.

Flipped classroom (video, 59 s)

The flipped classroom: overcoming common hurdles (video, 4:39 min)

Blended learning & flipped classroom (video, 6:26 min)

Inquiry-based learning

Phased teaching according to the model proceeds as follows:

  1. creating a context
  2. setting problems
  3. creating the students’ working theories
  4. critical evaluation
  5. acquiring new, deeper information
  6. designing specified questions
  7. creating gradually specified theories
  8. sharing the process
  9. publishing the results

Edelson, D. C., Gordin, D. N., & Pea, R. D. (1999). Addressing the challenges of inquiry-based learning through technology and curriculum designJournal of the Learning Sciences, 8(3-4), 391–450.

Kuhlthau, C. C., Maniotes L. K. & Caspari, A. K.  (2007). Guided Inquiry: Learning in the 21st Century. Santa Barbara, CA: ABC-CLIO, LLC.

Entrepreneurial team learning

A collaborative learning model, originally developed by Johannes Partanen at JAMK University of Applied Sciences’ Team Academy in 1990 and then further designed by TAMK Proakatemia since 1999, which is based on a holistic conception of humans, a pragmatic conception of knowledge (knowledge and action are combined and verified in an ongoing process), and a socio-constructivist conception of learning together.

At the core of this model are the membership and ownership of the learning process’s communities (the training programme’s community, the team company) which also act as the process’s main frame of reference, team coaching as the main guidance method, real business operations (projects) and client relationships, as well as dialogue as the key method of illustrating the team’s shared situational view, goals and operations, building new knowledge and reflection.

Entrepreneurial team learning is a demanding relational process where self-directed collective actions, dialogical reflection and creating new information all become twined together into a self-maintaining learning process with the goal of achieving positive and durable change in the material and social environment and conditions. This process is based on cooperation, which requires the participants (team members, coaches) to bravely maintain the shared values and goals and commitment to helping each other and cooperation while maintaining dialogue as the main objective of all communications.

Phenomenon-based learning

The Institute for the Languages of Finland defines the phenomenon as ‘an event, a series of events, a fact or a state of affairs that manifests itself in some way and that can be observed’. Phenomena-based learning means studying and learn a certain observable matter. Other terms for this include phenomena-centred or phenomena-oriented learning, extensive and multidisciplinary study modules, integrating and defragmenting studies, thematic studies, and cross-disciplinary teaching.

Lonka, K. (2018). Phenomenal learning from Finland. Helsinki: Edita.

Problem-based learning, PBL

The students will solve user cases, challenges and problems that they may come across in working life by, for example, allowing them to apply the knowledge they have studied and learned in practice. They will work in small groups and study the subject through open-ended questions. The teacher’s role during this group work, i.e. ‘tutorial’, is to guide the studies without providing finished answers to the common goals. Commitment and communal feeling in different environments highlight the significance of the team or group. The different stages of the PBL procedure are based on simultaneous and asynchronous online working as well as both independent and group-form contact and remote working and combining these requires careful planning of pedagogical and technical solutions.

In problem-based learning:

  • the focus is on the student
  • the learning occurs in a student community/small group
  • the instructor is a tutor or a facilitator
  • students usually solve real problems linked to working life
  • the solution is found in a self-directed or in a more structured, guided manner
  • various digital environments are used to support the process (e.g. documentation, communal working, guidance)

Barrett, T. & Cashman, D. (Eds) (2010) A Practitioners’ Guide to Enquiry and Problem-based Learning. Dublin: UCD Teaching and Learning.

Hmelo-Silver, C. E. (2012). International Perspectives on Problem-based Learning: Contexts, Cultures, Challenges, and AdaptationsInterdisciplinary Journal of Problem-Based Learning, 6(1).

Kek, M. & Huijser, H. (2015). 21st century skills: problem based learning and the University of the Future. Paper Third 21st Century Academic Forum Conference, Harvard, Boston, USA.

Poikela, E. & Nummenmaa, A. (2006). Understanding Problem-Based Learning.

Problem Based Learning in Action in Medical School (video, 11:25 min).

Savin-Baden, M. (2014). Problem-based learning: New constellations for the 21st CenturyJournal of Excellence in College Teaching 25 (3/4) 197-219 (Preprint Savin-Baden JECT (3)).

Woei, H., Jonassen, D.H. and Liu, R. (2007). Problem based learning. In Spector, J.M., Merrill, M.D., van Merriënboer, J. and Driscoll, M.P. (eds.), Handbook of Research on Educational Communications and Technology (p.485–506).

Wood D. F. (2003). Problem based learningBMJ (Clinical research ed.)326(7384), 328–330.

Project-based learning

In project-based learning, the practical actions are formed into a project that has clear goals, schedules and resources. The different parties also have clear roles: students can learn through concrete production, research or development projects or through real customer work. The students will attempt to solve real problems by specifying the problem situation, collecting information, talking about their ideas, collecting and analysing the information received, working on the execution, interpreting the results, drawing conclusions and communicating their ideas and their discoveries to others.

Harvard Graduate School of Education. (n.d.). Project-based learning.

Krajcik, J., & Blumenfeld, P. (2005). Project-Based Learning. In R. Sawyer (Ed.), The Cambridge Handbook of the Learning Sciences (Cambridge Handbooks in Psychology, pp. 317-334). Cambridge: Cambridge University Press.

PBLWORKS. What is PBL?

Thomas, J. (2000). A review of research on project-based learning.

Simulation pedagogics

Simulations refer to various learning situations that simulate actual working life situations. They can be related to developing further in one’s profession or achieving the basic competence level. The simulation can be done using simulators, simulation programmes or some other methods to simulate a real situation or phenomena. The aviation and security fields have been using simulations for a long time. In recent years, the use of simulations in teaching and learning has been on the rise, especially in the healthcare field. Simulation situations and their implementation models vary from field to field and depend on the available facilities and resources. Simulation situations designed for teaching can be utilised for practising social skills, for example. Built simulations, on the other hand, are meant for online environments and may include gamified elements. In addition to these, various patient simulations support simulation learning and teaching. The concept of a simulation varies depending on the field of education.

Harvard Graduate School of Education. (n.d.) Simulations.

Keskitalo, T. (2015). Developing a pedagogical model for simulation-based healthcare education. Acta electronica Universitatis Lapponiensis.

Niemi, S., Kräkin, M. Saarinen, T. (2019). Simulation Pedagogy in Business Studies: Helping Bridge the Gap Between Theory and Practice. In: L.Gómez Chova, A. López Martínez & I. Candel Torres (eds). ICERI2019 Proceedings. Seville, Spain 11th-13th November 2019. (p. 2806-2811). Valencia: IATED.

Poikela, E. & Tieranta, O. (eds.). (2013). Developing Simulation Pedagogy for Nursing Education in a European Network. Jyväskylä: Kopijyvä Oy.

Roberson, C. J. (2019). Simulation as Pedagogy: An Experiential Teaching Strategy for Social Work Education.

Team learning

Cohen & Bailey (1997) give a systemic definition of a team as “a collection of individuals who are interdependent in their tasks, who share responsibility for outcomes, who see themselves and who are seen by others as an intact social entity embedded in one or larger social systems”. From the perspective of learning, especially notable in this definition is the team members’ interdependence and shared responsibility for outcomes which both have important implications for pedagogical design and, supporting structures, instruction (team coaching) and assessment practices.

From the perspective of two requirements of effective teamwork, the ability of the team to make sense of their shared situation and ways to create value in it, and the ability of the team to coordinate their actions in a way that increases that value in a meaningful way, team learning can be conceptualized a process that improves the team’s ability to build shared awareness of the situation and potential value in it, and the ability to coordinate their actions effectively towards increasing that value.

  • Sharing – the process of communication within the team, where knowledge, insights, competencies, beliefs, opinions and thoughts are shared,
  • Co-construction (of the meaning), or sense-making – the process where the team members confront and integrate what is being shared about their work and the project at hand, and
  • Constructive conflict, or tension – is the process of uncovering and integrating the diverse identities, perspectives and opinions within the team (Dochy & Segers, 2018; Decuyper, Dochy & Van den Bossche, 2010).

Facilitating all of these processes is a task for both the team members in a learning team and their team coach.

Cohen, S. G., & Bailey, D. E. (1997). What Makes Teams Work: Group Effectiveness Research From the Shop Floor to the Executive Suite. Journal of Management23(3), 239. https://doi.org/10.1177/014920639702300303

Decuyper, S., Dochy, F., & Van den Bossche, P. (2010). Grasping the dynamic complexity of team learning: An integrative model for effective team learning in organisations. Educational Research Review5(2), 111–133. https://doi.org/10.1016/j.edurev.2010.02.002

Dochy, F. & Segers, M. (2018). Creating Impact Through Future Learning: The High Impact Learning that Lasts (HILL) Model. Taylor and Francis. https://doi.org/10.4324/9781351265768

Edmondson, A. (1999). Psychological Safety and Learning Behavior in Work Teams. Administrative Science Quarterly44(2), 350–383. https://doi.org/10.2307/2666999

Harvard Graduate School of Education. (n.d.). Team-based learning.

Nevalainen, T., Lindell, M. & Parkkila, V. (2022). Operating Principles in TAMK Proakademia.

Lehmann-Willenbrock, N. (2017). Team Learning: New Insights Through a Temporal Lens.  Small Group Research 48(2),123–130.

Senge, P. M. (2006). The Fifth Discipline: The Art & Practice of The Learning Organization (Revised&Updated edition). Doubleday.

Wiese, C.W. (2019). Understanding Team Learning Dynamics Over TimeFront. Psychol. 10:1417

Wilson, J. M., Goodman, P. S., & Cronin, M. A. (2007). Group Learning. Academy of Management Review32(4), 1041–1059. https://doi.org/10.5465/AMR.2007.26585724