Using activity theory to transform medical work and learning
Open accessAbstract
This article introduces key concepts of activity theory and expansive learning. Expansive learning builds on the foundational ideas of the cultural-historical activity theory (CHAT). It is a research approach designed for studying the complexities and contradictions in authentic workplace environments. Change Laboratory is a formative intervention method developed for studying workplaces in transition and for stimulating collaborative efforts to design improved patterns of activity. We present concrete examples of formative interventions in healthcare, where good patient care was compromised by the fragmentation of care and disturbances in collaboration between the healthcare experts. This implies that physicians are challenged to develop collaborative and transformative expertise. We present three spearheads into a zone of proximal development, representing opportunities for change of medical expertise: (1) reconceptualizing expertise as object-oriented and contradiction-driven activity systems, (2) pursuing expertise as negotiated knotworking, and (3) building expertise as expansive learning. While medical expertise needs to expand, medical education must also look for ways to evolve and meet the challenges of the surrounding society. We call for adopting an interventionist approach for developing medical education and intensifying collaboration with the practitioners in healthcare units, their patients, and target communities.
AI snapshot
Written from the paper’s full text.
TL;DR
This conceptual article presents cultural-historical activity theory and expansive learning as frameworks for understanding and transforming medical work and education. It argues that medical expertise should move toward collaborative, transformative practice, using formative interventions such as Change Laboratory to address fragmented care.
Key findings
- The article identifies three directions for developing medical expertise: treating expertise as activity systems oriented to objects and driven by contradictions; pursuing expertise as negotiated knotworking; and building expertise through expansive learning.
- Fragmentation of care is explained through contradictions within and between activity systems. In a Helsinki case, specialist and primary care systems had different objects, separate instruments, and solo responsibility, while market-oriented cost-efficiency pressures reinforced short-term priorities.
- A Finnish Change Laboratory study conducted nine sessions and jointly analyzed ten patient cases. Participants developed a care agreement signed by key parties including the patient, along with care map and care calendar tools.
- Expansive learning cycles can occur at three scales: foundational inter-system change over several years, focused local transformation over several months, and mini-cycles within single sessions or short episodes. Typical Change Laboratory interventions run six to ten sessions.
Methods
- Conceptual and theoretical article introducing cultural-historical activity theory and expansive learning, illustrated with prior formative intervention examples in healthcare.
- Uses the Change Laboratory method: researchers collect authentic workplace material such as interviews, observations, and video recordings; select critical incidents for mirror material; and guide participants through questioning, analysis, modeling, testing, implementing, reflecting, and consolidating.
- Example data come from a Finnish study on negotiated primary-specialist care in Helsinki: nine Change Laboratory sessions and ten patient cases analyzed with patients and practitioners.
Limitations
- The paper states no limitations.
- Evident from the text: it is an introductory conceptual piece relying on selected illustrative interventions rather than a systematic empirical evaluation or meta-analysis.
- Evident from the text: the detailed case material is drawn mainly from Finnish healthcare settings, though the article notes Change Laboratory work in Denmark, Brazil, and the UK; generalizability is not formally assessed.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
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Cites
Statistics
Claims the paper makes
13 of 45 cited sources checked · 7 supported · 0 flagged · accuracy not yet measured
- Premisecitation
Fragmentation of patient care is a major challenge for healthcare practice.
“Fragmentation of patient care is a major challenge for healthcare practice.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Walker and Druss 2017 source
The Discussion says improving health for people with multimorbidity requires coordination between services and that limited use of collaborative care for substance use disorders can result in fragmented care. It does not characterize fragmentation of patient care generally as a major challenge across healthcare practice. (LLM, conf=0.82)
Experimental — accuracy not yet measured
- Premisecitation
Change Laboratory interventions have been carried out and reported in various medical settings in Finland, Denmark, Brazil, and the United Kingdom.
“Change Laboratory interventions have been carried out and reported in various medical settings in Finland (Engeström 2018), Denmark (Skipper et al. 2016), Brazil (Vilela et al. 2020;Grilo Diniz et al. 2020, in press) and the United Kingdom (Reid et al. 2015;Morris et al. 2020, in press).”
Quote in the paperNot a substantial claim1 of 3 sources checked - Premisecitation
Contradictions stimulate everyday innovation and local change.
“On the other hand, they also stimulate everyday innovation and local change (Martin et al. 2017).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Martin et al. 2017 source
- Premisecitation
Healthcare systems are largely designed to treat single symptoms and diseases rather than complicated long-term disorders and co-occurrence of chronic conditions, mental disorders, and poverty.
“Healthcare systems are largely designed to treat patients' single symptoms and diseases rather than complicated long-term disorders and the co-occurrence of chronic conditions, mental disorders and poverty (Walker and Druss 2017).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Walker and Druss 2017 source
The Discussion says that traditional views of multimorbidity often omit mental illness and socioeconomic factors, and that care for some co-occurring conditions can be fragmented. It does not establish that healthcare systems are largely designed to treat single symptoms or diseases rather than complex long-term conditions. Page numbers are not available in our copy. (LLM, conf=0.83)
Experimental — accuracy not yet measured
- Premisecitation
In healthcare, permanent teams are increasingly replaced by fluid combinations of expertise (knots) corresponding to the problem at hand.
“In healthcare, permanent teams are increasingly replaced by fluid combinations of expertise,”
Quote in the paperSubstantial claim1 of 3 sources checked- cites Engeström 2008 source
- cites Bleakley 2014 source
- cites Hurlock-Chorostecki et al. 2015 source
The Background describes healthcare knotworking as short-lived collaboration among changing participants, and the Discussion describes an NP working within a team of changing professionals. Neither section says that permanent teams are increasingly being replaced; the paper supports the fluid-collaboration aspect, not the claimed trend. (LLM, conf=0.86)
Experimental — accuracy not yet measured
- Findingown data
The care agreement explicated ways they kept each other up-to-date when new developments occurred and changes were made.
“It also explicated the ways they kept each other up-to-date when new developments occurred and changes were made.”
Quote in the paperNot a substantial claim - Premisecitation
One major challenge in medical work today is fragmentation of care, or fragmentation of the object, especially salient in care of patients with multiple chronic conditions.
“One of the major challenges in medical work today is the fragmentation of care, or in activity-theoretical terms, the fragmentation of the object, especially salient in the care of patients with multiple chronic conditions (Kerosuo and Engeström 2003;Engeström 2018;Meijer et al. 2020, in press).”
Quote in the paperSubstantial claim0 of 3 sources checked - Premisecitation
An example of knotworking is the collaborative development and implementation of a care agreement containing all relevant information about the patient's care in different units.
“An example of knotworking is the collaborative development and implementation of an instrument called care agreement that contained all relevant information about the patient's care in different units (Engeström 2018).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Engeström 2018 source
- Premisenone given
Expansive learning cycles may be identified and supported at three levels.
“Expansive learning cycles may be identified and supported at three levels.”
Quote in the paperSubstantial claim - Interpretationreasoning
Attempts at negotiated knotworking easily slip back to traditional forms of communication and coordination among professionals, potentially excluding the patient.
“Attempts easily slip back to the traditional forms of communication and coordination among professionals potentially excluding the patient.”
Quote in the paperSubstantial claim - Premisecitation
Knotworking was developed in a series of interventions aimed at overcoming fragmentation.
“The concept of knotworking was developed in a series of interventions aimed at overcoming fragmentation (Engeström et al. 1999;Engeström 2008).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Engeström et al. 1999
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Engeström 2008 source
- Premisecitation
A methodology of formative interventions has been developed to trigger, support, and analyze cycles of expansive learning.
“A methodology of formative interventions has been developed to trigger, support and analyze cycles of expansive learning (Engeström et al. 2014).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Engeström et al. 2014 source
- Premisecitation
A Finnish study on development of a negotiated way between primary health care and specialized hospital care in Helsinki provides a rich description of a successful implementation of Change Laboratory in healthcare settings.
“A Finnish study on the development of a negotiated way of working between primary health care and specialized hospital care in Helsinki (Engeström et al. 2003;Engeström 2018) provides a rich description of a successful implementation of Change Laboratory in healthcare settings.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Engeström et al. 2003
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Engeström 2018 source
- Premisecitation
Generating and implementing a new foundational model between interconnected activity systems in patient care typically takes several years.
“To generate and implement a new foundational model between interconnected activity systems in patient care typically takes several years (e.g., Engeström et al. 2007).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Engeström et al. 2007 source
- Classified as probably not a substantial claim. 41
- May combine two claims. 15
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationPatients with multimorbidity (two or more chronic conditions) are expanding and use a significant portion of healthcare resources.
“Patients with multimorbidity, i.e. suffering from two or more chronic conditions, is expanding and utilizing a significant portion of health care resources (Barnet et al. 2012;Braithwaite 2018).”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites Barnet et al. 2012
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Braithwaite 2018 source
The ‘Why change is hard’ section describes patients with diverse needs but does not discuss multimorbidity prevalence or resource use. Searches for ‘multimorbidity,’ ‘two or more chronic conditions,’ and healthcare resource use found no passage in our copy addressing those claims. (LLM, conf=0.72)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationCompetency-based education frameworks require medical training to develop systems-based practice, advocacy, and collaboration.
“Competency-based education frameworks require that medical training develop future physicians' systems-based practice, advocacy, and collaboration (Orsino and Ng 2019).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Orsino and Ng 2019 source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe smallest scale of mini-cycles of expansive learning consists of single intervention sessions or similar restricted episodes.
“The smallest scale of mini-cycles of expansive learning consist of single intervention sessions or similar restricted episodes (e.g., Nummijoki et al. 2018).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Nummijoki et al. 2018 source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationChange Laboratory was developed in the 1990s for studying organizations and workplaces facing major transformations.
“A formative intervention method called Change Laboratory was developed in the 1990s for studying organisations and workplaces facing major transformations (Engeström et al. 1996;Engeström and Sannino 2010;Virkkunen and Newnham 2012;Sannino and Engeström 2017).”
Quote in the paperNot a substantial claim1 of 3 sources checked- cites Engeström et al. 1996
- cites Engeström and Sannino 2010 source
- cites Virkkunen and Newnham 2012
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Classified as probably not a substantial claim.
PremisecitationExpansive learning proceeds through learning actions that form cycles of expansive learning.
“Expansive learning proceeds by means of learning actions that form cycles of expansive learning (Figure 5).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Engeström and Sannino 2010 source
Probably not a substantial claim: may not pass S2 (checkable).
InterpretationcitationThis type of approach is particularly well suited for exploring the challenges healthcare is facing.
“This type of approach is particularly well suited for exploring the challenges healthcare is facing (Barnet et al. 2012;Braithwaite 2018;Engeström 2018;Bleakley 2020, in press).”
Quote in the paperNot a substantial claim1 of 3 sources checkedClassified as probably not a substantial claim.
PremisecitationStudies on multimorbidity and fragmentation of care call for medical education to provide continuity, coordination, and collaboration across healthcare units and with patients.
“Studies on multimorbidity and fragmentation of care call for medical education to adopt an approach that provides patients with continuity, coordination and collaboration across healthcare units and with patients under their care (Barnet et al. 2012;Braithwaite 2018;Engeström 2018).”
Quote in the paperSubstantial claim1 of 3 sources checked- cites Barnet et al. 2012
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Braithwaite 2018 source
In “Towards a nuanced appreciation of change?” (Table 1; page unavailable), Braithwaite calls for stronger communication and relationships across interacting networks of people. The section also centres improvement on networks of clinicians and patients. Our copy does not link these points to studies of multimorbidity or fragmented care, or call for medical education to provide continuity and coordination across healthcare units. (LLM, conf=0.82)
Experimental — accuracy not yet measured - cites Engeström 2018 source
Probably not a substantial claim: may not pass S2 (checkable).
InterpretationcitationA new prototype and paradigm of medical education will emerge, namely a transformation coalition between target communities, healthcare organizations, medical schools, students, healthcare professionals, patients, and other stakeholders.
“A new prototype and paradigm of medical education will emerge, namely a transformation coalition between target communities, healthcare organizations, medical schools, students, healthcare professionals, patients and other stakeholders (Coburn and Penuel 2016;Sannino 2020).”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites Coburn and Penuel 2016 source
- cites Sannino 2020 source
In the Figure 6 section (page unavailable), Sannino describes a developing coalition of diverse actors working across sectors and organizational levels toward change. The paper applies that idea to homelessness, not to medical education; it does not predict a new medical-education paradigm or identify the listed participants as its coalition. (LLM, conf=0.87)
Experimental — accuracy not yet measured
May combine two claims.
Findingown dataIn the healthcare examples, fragmentation of care and disturbances in collaboration compromised good patient care.
“We present concrete examples of formative interventions in healthcare, where good patient care was compromised by the fragmentation of care and disturbances in collaboration between the healthcare experts.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataIn Excerpt 2, the chief physician had to remind other practitioners that the patient's signature was needed in the care agreement.
“In Excerpt 2, the chief physician had to remind the other practitioners that also the patient's signature was needed in the care agreement.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingnone givenThe care agreement was signed by key parties, including the patient.
“The care agreement was signed by the key parties, including the patient.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingnone givenFragmentation emerged when specialist caregivers concentrated exclusively on symptoms and care belonging to their own restricted areas, there was neither common language nor understanding between caregivers, and no efficient mechanism guaranteed coordination, cooperation, and communication between parties.
“Fragmentation emerged when (a) the different specialist caregivers concentrated exclusively on the symptoms and care that”
Quote in the paperSubstantial claimMay combine two claims.
FindingcitationIn multiple cycles of expansive learning, practitioners and patients generated a new instrument called the care agreement, initiated by a physician who noticed fragmentation in the care of a patient with multiple chronic illnesses.
“In multiple cycles of expansive learning, practitioners and patients generated a new instrument called the care agreement initiated by a physician who noticed fragmentation in the care of a patient with multiple chronic illnesses (Kerosuo and Engeström 2003).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Kerosuo and Engeström 2003 source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
FindingreasoningThe care agreement summarized diagnoses and key concerns of different subjects and outlined their plans of care.
“The care agreement summarized the diagnoses and key concerns of the different subjects and outlined their plans of care.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataThe draft was sent to other healthcare practitioners involved in the patient's care and negotiated among the parties.
“The draft was then sent to other healthcare practitioners involved in the patient's care and negotiated among the parties.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataThe first draft of the care agreement was negotiated between the initiating physician and the patient.
“The first draft of the agreement was negotiated between the initiating physician and the patient.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
InterpretationreasoningPhysicians are challenged to develop collaborative and transformative expertise.
“This implies that physicians are challenged to develop collaborative and transformative expertise.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim. May combine two claims.
Premisenone givenThree opportunities for changing medical expertise are reconceptualizing expertise as object-oriented contradiction-driven activity systems, pursuing expertise as negotiated knotworking, and building expertise as expansive learning.
“We present three spearheads into a zone of proximal development, representing opportunities for change of medical expertise: (1) reconceptualizing expertise as object-oriented and contradiction-driven activity systems, (2) pursuing expertise as negotiated knotworking, and (3) building expertise as expansive learning.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim. May combine two claims.
InterpretationreasoningContradictions challenge the medical social system to understand and manage complexity, identify dynamics, and utilize them in emancipatory transformations.
“Thus, they challenge the medical social system to understand and manage complexity, to identify the dynamics of contradictions, and to utilize them in emancipatory transformations.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningA theoretical and methodological approach designed to investigate transformation, disturbances, and controversy is needed.
“Therefore, we need a theoretical and methodological approach designed to investigate transformation, disturbances and controversy.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Interpretationnone givenEngaging in negotiated knotworking is a demanding step in creating new tools for negotiated care and collaboration in healthcare.
“Engaging in negotiated knotworking is a demanding step in the creation of new tools for negotiated care and collaboration in healthcare.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
InterpretationreasoningKnotworking requires a shared language and object between participating actors.
“This requires a shared language and object between the participating actors.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
PremisecitationOne foundational idea of CHAT is the distinction between short-lived goal-directed actions and durable collective activities.
“One of the foundational ideas of cultural-historical activity theory is the distinction between short-lived, goal-directed actions and durable and collective activities (Leont'ev 1978).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Leont'ev 1978
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Classified as probably not a substantial claim.
PremisecitationThe theory of expansive learning focuses on learning new patterns of activity that are not yet there and are learned as they are designed.
“The theory of expansive learning focuses on learning of new patterns of activity that are not yet there; they are learned as they are designed (Engeström 2015;2016).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Engeström 2015
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Engeström 2016
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Classified as probably not a substantial claim.
PremisecitationA knot refers to a rapidly pulsating and partially improvised orchestration of collaborative performance between loosely connected actors and activity systems.
“The notion of a knot refers to a rapidly pulsating and partially improvized orchestration of collaborative performance between otherwise loosely connected actors and activity systems (Engeström et al. 1999).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Engeström et al. 1999
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S2 (checkable), S4 (based).
Interpretationnone givenCollaborative and transformative expertise implies that medical practitioners are involved in ongoing systemic change efforts.
“Collaborative and transformative expertise implies that medical practitioners are involved in ongoing systemic change efforts.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
PremisecitationExpansive learning provides a conceptual framework for analyzing complexities and contradictions of health care systems and methods for formative interventions where participants in different healthcare units and patients work together to find new creative solutions.
“Expansive learning provides a conceptual framework for analyzing the complexities and contradictions of systems of health care and methods for formative interventions where the participants in different healthcare units and patients work together to find new, creative solutions to the tensions and obstacles they face.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisenone givenChange Laboratory is aimed at triggering and supporting expansive learning.
“Change Laboratory is aimed at triggering and supporting expansive learning.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
PremisecitationIn activity theory, transformations are understood as zones of proximal development, not linear moves toward pre-fixed end points.
“In activity theory, transformations are not seen as linear moves toward pre-fixed end points. They are understood as zones of proximal development.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Vygotsky 1978
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Engeström 2015
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationAn intermediate level consists of a focused local transformation with a Change Laboratory intervention, requiring several months.
“An intermediate level consists of a focused local transformation with the help of a Change Laboratory intervention, requiring several months (e.g., Engeström et al. 2013).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Engeström et al. 2013 source
Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.
Premisenone givenCycles of expansive learning sometimes occur without deliberate intervention, but this is rare.
“Cycles of expansive learning sometimes occur without deliberate intervention, but this is rare.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisenone givenThe specific instrumentality of knotworking in healthcare relates to clients or patients as equal parties in negotiations and flexible agreements.
“The specific instrumentality of knotworking in healthcare is related to clients or patients as being equal parties in the negotiations and flexible agreements.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable). May combine two claims.
InterpretationreasoningFragmentation of patient care and medical education, along with increasing long-term conditions and comorbidities, require a radical expansion of the object of medicine: longer time perspectives, broader collaborative and interdisciplinary approaches, and transformative agency from practitioners and organizations.
“Fragmentation of patient care and medical education as well as the increasing number of patients with long term conditions and comorbidities require a radical expansion of the object of medicine: longer time perspectives, broader collaborative and interdisciplinary approaches, and transformative agency from medical practitioners and their organizations.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
InterpretationreasoningMarket-oriented business calculations and managerialism make the needed expansion of the object of medicine very difficult.
“These forces make the needed expansion of the object of medicine very difficult.”
Quote in the paperSubstantial claim- Rests on an assumption: Healthcare systems are increasingly penetrated by market-oriented business calculations and managerialism that favour rapid turnover and short-term profits.
- Rests on an assumption: Instruments of medicine are becoming framed in terms of rationalization, standardization, and commoditization, favouring linear top-down processes over horizontally co-constructed care trajectories and long-term societal impact.
Probably not a substantial claim: may not pass S4 (based).
Premisenone givenCultural-historical activity theory takes historically formed systemic contradictions as the starting point of analysis.
“Cultural-historical activity theory (CHAT) takes historically formed systemic contradictions as the starting point of the analysis.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
Premisenone givenKnots operate by tying and retying separate threads of activity and expertise, involving rapid improvisation and long-term planning and follow-up.
“Knots operate by tying and retying together otherwise separate threads of activity and expertise, involving both rapid improvisation and a long-term perspective of planning and following up.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable). May combine two claims.
PremisereasoningIn healthcare, the general object is health and illness, while each specific patient with a specific complaint is a situated manifestation of the object.
“In healthcare, the general object is health and illness, whereas each specific patient with a specific complaint is a situated manifestation of the object.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Premisenone givenKnotworking is a model for overcoming fragmentation of the object.
“Knotworking is a model for overcoming fragmentation of the object.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationSubjects of expansive learning engage in a multi-voiced process in which they struggle, negotiate, and hybridize between alternative perspectives and collectively form concepts in the wild.
“The subjects of expansive learning are involved in a multi-voiced learning process in which they struggle, negotiate and hybridize between the alternative perspectives and collectively form concepts”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Engeström and Sannino 2012 source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisenone givenA Change Laboratory may focus on a local unit or bring together multiple activity systems to resolve larger-scale contradictions and tensions.
“A Change Laboratory may focus on a local unit, such as a clinic, or bring together multiple activity systems to resolve larger-scale contradictions and tensions.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
InterpretationreasoningCollaborative and transformative expertise can only be accomplished through collaboration among healthcare practitioners and coalition-building between healthcare units, patients, target communities, and other societal actors.
“This can only be accomplished by means of collaboration among healthcare practitioners and coalition-building between healthcare units, their patients and target communities, and other societal actors.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningIn the transition toward collaborative and transformative expertise, medical education becomes co-responsible for shaping future medical practice.
“In the landscape of transition toward collaborative and transformative expertise, medical education becomes co-responsible for shaping future medical practice.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationcitationThe methodology of formative interventions, especially Change Laboratory, may serve as an important resource for building and analyzing such transformation coalitions.
“The methodology of formative interventions, especially the Change Laboratory method, may serve as an important resource for building and analyzing such transformation coalitions (Sannino et al. 2016).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Sannino et al. 2016 source
Probably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningAchieving this requires intensifying collaboration and communication between interconnected activity systems of healthcare, client communities, and medical education.
“This can only be achieved by intensifying collaboration and communication between the interconnected activity systems of healthcare, its client communities, and medical education.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
InterpretationreasoningAll medical practitioners in workplaces become medical educators.
“Correspondingly, all medical practitioners in workplaces become medical educators.”
Quote in the paperNot a substantial claim
The paper relies on this without support.
Most medical studies focus on disease-centred specialist perspectives at the expense of comprehensive patient care and collaboration between primary and specialist care.
“Still, most medical studies focus on disease-centred specialist perspectives at the expense of comprehensive patient care and collaboration between primary healthcare and specialist care.”
The paper relies on this without support.
Healthcare systems are increasingly penetrated by market-oriented business calculations and managerialism that favour rapid turnover and short-term profits.
“Concurrently, systems of healthcare are increasingly penetrated by market-oriented business calculations and managerialism that favour rapid turnover and short-term profits.”
The paper relies on this without support.
Instruments of medicine are becoming framed in terms of rationalization, standardization, and commoditization, favouring linear top-down processes over horizontally co-constructed care trajectories and long-term societal impact.
“The instruments of medicine are becoming framed in terms of rationalization, standardization and commoditization, notions that favour linear and pre-packaged top-down processes and procedures rather than horizontally co-constructed care trajectories and long-term societal impact.”
The paper relies on this without support.
Medical practice can only evolve in response to the needs of the broader communities within which it operates.
“Medical practice can only evolve in response to the needs of the broader communities within which it operates.”
The paper relies on this without support.
Contradictions generate disturbances and conflicts in everyday medical work.
“Contradictions generate disturbances and conflicts in everyday medical work.”
The paper relies on this without support.
In complex social institutions such as healthcare, there are historically accumulated systemic contradictions within and between nodes of each activity system, and among interconnected activity systems.
“In complex social institutions such as healthcare, there are historically accumulated systemic contradictions within and between the nodes of each activity system, and among interconnected activity systems.”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The shift to digital teaching methods requires a collective effort and transformative expertise among teacher trainees.
“The shift to digital teaching methods requires a collective effort and transformative expertise among teacher trainees (Engeström & Pyörälä, 2021).”
From Transforming Online Teacher Training Through Expansive Learning: A Case Study Applying Cultural-Historical Activity Theory and the Change Laboratory Method (2025) · cites this paper as Engeström & Pyörälä, 2021
The ‘Lessons for medical education’ section links medical education to a transition toward collaborative and transformative expertise, and the discussion near Figure 2 describes collective change efforts among healthcare practitioners. The paper does not apply that argument to a shift to digital teaching methods or specifically to teacher trainees. (LLM, conf=0.85)
Experimental — accuracy not yet measuredThe implementation of UST highlighted the importance of facing challenges and expanding understanding and comfort zones.
“The implementation of UST highlighting the importance of facing challenges and expanding understanding and comfort zones (Engeström & Pyörälä, 2021).”
From Transforming Online Teacher Training Through Expansive Learning: A Case Study Applying Cultural-Historical Activity Theory and the Change Laboratory Method (2025) · cites this paper as Engeström & Pyörälä, 2021
The sections “Expertise as expansive learning” and “Lessons for medical education” describe learning through struggle and finding new solutions to healthcare challenges (page numbers unavailable). But the paper does not discuss UST implementation or say that it expanded participants’ comfort zones, so it supports only the general idea of learning through challenges. (LLM, conf=0.80)
Experimental — accuracy not yet measuredThe Change Laboratory is a formative intervention method designed to facilitate collaborative learning and development.
“These processes often occur within the context of a Change Laboratory (CL), a formative intervention method designed to facilitate collaborative learning and development (Engeström & Pyörälä, 2021;Engeström et al., 2005).”
From Transforming Online Teacher Training Through Expansive Learning: A Case Study Applying Cultural-Historical Activity Theory and the Change Laboratory Method (2025) · cites this paper as Engeström & Pyörälä, 2021
CHAT responds to complexity and views practice and learning as inseparable, therefore it is a useful methodological framework to study practice-based learning such as general practice.
“inseparable therefore is a useful methodological framework to study practice-based learning such as general practice (Engeström & Pyörälä, 2021).”
From SimLab: an intervention to promote expansive learning and organisational change in team-based emergency care simulation (2025) · cites this paper as Engeström & Pyörälä, 2021
There have been several examples of CL interventions in medical education and healthcare.
“There have been several examples of CL interventions in medical education (Reid et al., 2015;Dornan et al., 2021;Engeström & Pyörälä, 2021) and healthcare (Skipper, 2016;Vilela et al., 2020;Morris et al., 2021;Kerosuo et al., 2010).”
From SimLab: an intervention to promote expansive learning and organisational change in team-based emergency care simulation (2025) · cites this paper as Engeström & Pyörälä, 2021
CHAT is attracting increasing interest in medical education for studying dynamic systems in change.
“Cultural historical activity theory (CHAT) is a social theory for studying social practice, and is attracting increasing interest in medical education for studying dynamic systems in change.3–5”
From Cultural Historical Activity Theory for Studying Practice-Based Learning and Change in Medical Education (2021) · cites this paper as [4]
CHAT is useful for studying how practice and learning may be changed in the future in dynamic systems.
“CHAT is therefore useful for studying how practice and learning may be changed in the future in dynamic systems.4,9,10”
From Cultural Historical Activity Theory for Studying Practice-Based Learning and Change in Medical Education (2021) · cites this paper as [4]
Through the Change Laboratory, practitioners are provided with agency to transform their own area of practice for the better.
“In this way, practitioners are provided with agency to transform their own area of practice for the better.4,37”
From Cultural Historical Activity Theory for Studying Practice-Based Learning and Change in Medical Education (2021) · cites this paper as [4]
Working with CHAT can empower individuals by allowing them to engage in the Change Laboratory and become agents of change in their own areas of practice.
“Despite this criticism, working with CHAT can in fact empower individuals by allowing individuals to engage in the Change Laboratory and become agents of change in their own areas of practice.4”
From Cultural Historical Activity Theory for Studying Practice-Based Learning and Change in Medical Education (2021) · cites this paper as [4]
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Shenkoya, T., & Kim, E. (2023) · Sustainability · doi:10.3390/su15032473 · Cited by 165 · see citing works
The wolf you feed: Challenging intraprofessional workplace‐based education norms
Stalmeijer, R. E., & Varpio, L. (2021) · Medical Education · doi:10.1111/medu.14520 · Cited by 72 · see citing works
Leadership in interprofessional healthcare teams: Empowering knotworking with followership
Varpio, L., & Teunissen, P. W. (2020) · Medical Teacher · doi:10.1080/0142159x.2020.1791318 · Cited by 48 · see citing works
Langseth, I. D., Jacobsen, D. Y., & Haugsbakken, H. (2022) · Technology Knowledge and Learning · doi:10.1007/s10758-022-09620-y · Cited by 47 · see citing works
“The concept builds on formative interventions and activity theory (Engeström & Pyörälä, 2021) and is rooted in socio-cultural learning theory (e.g., Wertsch 1985; Bruner, 1990), where knowledge is embedded in and constructed in collective practices in educational, managerial, and entrepreneurial…”
BackgroundApplying Landscapes of Practice Principles to the Design of Interprofessional Education
de Nooijer, J., Dolmans, D. H. J. M., & Stalmeijer, R. E. (2021) · Teaching and Learning in Medicine · doi:10.1080/10401334.2021.1904937 · Cited by 42 · see citing works
Qureshi, S. P. (2021) · Advances in Medical Education and Practice · doi:10.2147/amep.s313250 · Cited by 37 · see citing works
“Despite this criticism, working with CHAT can in fact empower individuals by allowing individuals to engage in the Change Laboratory and become agents of change in their own areas of practice.(4) This article has provided an overview of CHAT and its usefulness to medical education research methodology.”
BackgroundMethodInfluentialExpansive learning in medical education: Putting Change Laboratory to work
Morris, C., Reid, A.-M., Ledger, A., & Teodorczuk, A. (2021) · Medical Teacher · doi:10.1080/0142159x.2020.1796948 · Cited by 31 · see citing works
“Expansive learning, drawing on CHAT principles, is a product of the social dynamics between humans, played out within the material, cultural and historical contexts of work practices (Engeström and Sannino 2010; Engeström and Pyörälä 2020, this issue).”
BackgroundGrimalt‐Álvaro, C., & Ametller, J. (2021) · International Journal of Qualitative Methods · doi:10.1177/16094069211060664 · Cited by 38 · see citing works
“Sometimes, they present general methodological frameworks, as in Hansson (2014) and Postholm (2015), or analytical frameworks, as in the interventionist studies of Engeström & Pyörälä (2021) and Sannino et al. (2016).”
BackgroundHuman factors and patient safety in undergraduate healthcare education: A systematic review
Sheehan, P., Joy, A., Fleming, A., Vosper, H., & McCarthy, S. (2022) · Human Factors in Healthcare · doi:10.1016/j.hfh.2022.100019 · Cited by 31 · see citing works
Harnessing insights from an activity system – OSCEs past and present expanding future assessments
Reid, H., Gormley, G., Dornan, T., & Johnston, J. L. (2020) · Medical Teacher · doi:10.1080/0142159x.2020.1795100 · Cited by 32 · see citing works
“The preceding socio-historical review explains how OSCEs became a key tool in activity systems, first of medical education, then of HPE more widely (Engestr€om and Py€or€al€a 2020).”
BackgroundThe pen is mightier than the sword. Reinstating patient care as the object of prescribing education
Gillespie, H., McCrystal, E., Reid, H., Conn, R., Kennedy, N., & Dornan, T. (2020) · Medical Teacher · doi:10.1080/0142159x.2020.1795103 · Cited by 20 · see citing works
Embracing ambiguity: Curriculum design and activity theory
Bleakley, A. (2020) · Medical Teacher · doi:10.1080/0142159x.2020.1795099 · Cited by 22 · see citing works
Liera, R. (2023) · The Journal of Higher Education · doi:10.1080/00221546.2023.2195769 · Cited by 21 · see citing works
“ZPD emphasizes the role of expert peers in supporting novice peers toward collectively expanding the group’s capacity for new activity (Engeström & Pyörälä, 2021; Engeström & Sannino, 2010).”
BackgroundRevealing the impact of the hidden curriculum on faculty teaching: A qualitative study
Lee, C., WILKINSON, T. J., Timmermans, J. A., et al. (2023) · Medical Education · doi:10.1111/medu.15026 · Cited by 20 · see citing works
“We considered identifying demanding teaching experiences to be a productive way of studying the hidden curriculum for faculty because the factors that influence the hidden curriculum for teachers can be viewed simultaneously as challenges and the sites of potential innovation.(20) We defined a demanding teaching exper…”
Muzam, J. T., Bendkowski, J., Mah, P. M., et al. (2023) · The Learning Organization · doi:10.1108/tlo-01-2023-0019 · Cited by 19 · see citing works
Responding to change in a medical student rural community service: Insights from activity theory
Hu, C., Nisbet, G., & Chang, Y. (2022) · Medical Education · doi:10.1111/medu.14869 · Cited by 14 · see citing works
“the social dynamics between humans, played out within the material, cultural and historical contexts of work practices.(27) It provides a unique way of analysing and promoting learning for change.”
BackgroundInfluentialFERREIRA, P. S. A. (2024) · Journal of Health Organization and Management · doi:10.1108/jhom-04-2024-0155 · Cited by 14 · see citing works
Edmiston, N., Hu, W. C. Y., Tobin, S., Bailey, J., Joyce, C., Reed, K. S., & Mogensen, L. L. (2023) · BMC Medical Education · doi:10.1186/s12909-023-04084-9 · Cited by 14 · see citing works
“Subjects are actors or participants in the system who are motivated or aiming to achieve the object of the system [29].”
BackgroundAlam, M., & Lin, F. (2022) · Sustainability · doi:10.3390/su14159793 · Cited by 12 · see citing works
Phinney, L. B., Fluet, A., OʼBrien, B. C., Seligman, L., & Hauer, K. E. (2022) · Academic Medicine · doi:10.1097/acm.0000000000004774 · Cited by 12 · see citing works
Afacan, K., Bal, A., Artiles, A. J., Cakir, H., Ko, D., Mawene, D., & Kim, H. (2021) · Learning, Culture and Social Interaction · doi:10.1016/j.lcsi.2021.100569 · Cited by 13 · see citing works
Tatik, T., Nguyen, H. T. M., & Loughland, T. (2025) · Teaching and Teacher Education · doi:10.1016/j.tate.2025.105013 · Cited by 12 · see citing works
Physician development through interprofessional workplace interactions: A critical review
Miller, K. A., Ilgen, J. S., de Bruin, A. B. H., Pusic, M. V., & Stalmeijer, R. E. (2024) · Medical Education · doi:10.1111/medu.15564 · Cited by 11 · see citing works
“65,66 Whether such learning occurs depends, in part, on whether trainees notice and respond to these different perspectives.”
InfluentialPetri, C. R., Beltran, C. P., Russell, K., FitzGerald, J., Sullivan, A. M., & Anandaiah, A. M. (2023) · Journal of Continuing Education in the Health Professions · doi:10.1097/ceh.0000000000000513 · Cited by 10 · see citing works
“34 In brief, activity theory, rooted in the early work of Vygotsky 35 and Leont ’ ev 36 and extended by Engeström and others, is widely used in a variety of disciplines to describe complex learning systems and to foster individual agency (here, empowering nurses to teach) and organizational change…”
Reluctant heroes: New doctors negotiating their identities dialogically on social media
Dornan, T., Armour, D., Bennett, D. M., Gillespie, H., & Reid, H. (2023) · Medical Education · doi:10.1111/medu.15109 · Cited by 11 · see citing works
“A recent overview of CHAT from its origins in Marx and Hegel through to its operationalisation in third-generation activity theory 45 provided content for the following explanation.”
BackgroundHenttonen, A., Westerbotn, M., Scheja, M., Fossum, B., & Teräs, M. (2023) · Nordic journal of nursing research · doi:10.1177/20571585231167656 · Cited by 9 · see citing works
“23,27 Engeström further describes tools as artifacts that can be viewed through a personal or a systemic perspective.”
BackgroundMethodTracing expansive learning in computer-supported collaborative teaching
Pareto, L., & Willermark, S. (2022) · Learning Culture and Social Interaction · doi:10.1016/j.lcsi.2022.100617 · Cited by 11 · see citing works
Law, M., Veinot, P. L., Mylopoulos, M., Bryden, P., & Brydges, R. (2022) · Medical Teacher · doi:10.1080/0142159x.2022.2041190 · Cited by 10 · see citing works
Advocacy through storytelling: challenging eating disorders and eating disorders stigma
Habibagahi, K., & Ferrari, M. (2024) · Journal of Eating Disorders · doi:10.1186/s40337-024-01099-5 · Cited by 10 · see citing works
“The authors also used activity theory [53] to illustrate how motivation translates into action within a community network that extends beyond the individual.”
MethodContext matters in curriculum reform: An analysis of change in surgical training
Shah, A. P., Walker, K. A., Walker, K., & Cleland, J. (2023) · Medical Education · doi:10.1111/medu.15071 · Cited by 9 · see citing works
“Finally, contradictions can come together and enable systems to transform (expansive learning) or to collaboratively problem-solve challenges (knot-working).(53,54) We had confidence in this combination of complexity theory and AT as it has been used in other studies of change processes in medical education, for examp…”
Hofmann, R. (2024) · Education Sciences · doi:10.3390/educsci14090996 · Cited by 8 · see citing works
Emergence of shared leadership in project teams: The role of events
Karppi, M., Aramo‐Immonen, H., Hyrkkänen, U., & Jokisaari, M. (2024) · Project Leadership and Society · doi:10.1016/j.plas.2024.100145 · Cited by 9 · see citing works
Learner Experiences of Preceptor Self-Disclosure of Personal Illness in Medical Education
Ene, I. C., Kocaqi, E., & Acai, A. (2023) · Academic Medicine · doi:10.1097/acm.0000000000005583 · Cited by 8 · see citing works
Svensson, A., Gustavsson, L., Svenningsson, I., et al. (2023) · Journal of Workplace Learning · doi:10.1108/jwl-01-2023-0011 · Cited by 8 · see citing works
Harris, L. M., Martell, C. C., Chalmers, J. P., & Lee, J. (2023) · Theory & Research in Social Education · doi:10.1080/00933104.2023.2226655 · Cited by 9 · see citing works
“An activity is understood as a collaborative and holistic system that generates actions” (Engeström & Pyörälä, 2021, p. 8).”
BackgroundPaxino, J., Molloy, E., Denniston, C., & Woodward‐Kron, R. E. (2022) · Disability and Rehabilitation · doi:10.1080/09638288.2022.2096125 · Cited by 8 · see citing works
Stalmeijer, R. E., de Grave, W. S., Smeenk, F. W. J. M., & Varpio, L. (2025) · Medical Education · doi:10.1111/medu.15617 · Cited by 7 · see citing works
Hofmann, R., Chu, C. P.-K., Twiner, A., & Vermunt, J. D. H. M. (2024) · Sustainability · doi:10.3390/su16104165 · Cited by 8 · see citing works
A Cultural-Historical Perspective on How Double Stimulation Triggers Expansive Learning
Kaup, C., & Brooks, E. (2022) · Designs for Learning · doi:10.16993/dfl.206 · Cited by 5 · see citing works
Ravari, A., Mirzaei, T., Hosieni, F., & Hassanshahi, E. (2021) · Europe PMC (PubMed Central) · doi:10.30476/ijcbnm.2021.88217.1497 · Cited by 7 · see citing works
Dornan, T., Kearney, G. P., & Pyörälä, E. (2021) · Medical Teacher · doi:10.1080/0142159x.2020.1795102 · Cited by 7 · see citing works
“We use CHAT to identify ‘structurally accumulated tensions’ in care, education, and research, resulting from the unopposed effects of neoliberal politics, ‘evidence’, and/or theory.”
BackgroundInfluentialSelf-citationKwong, S.-Y. P., Yu, S.-R., Liao, K.-C., Liao, S.-C., Hsiao, C.-T., & Chaou, C.-H. (2025) · Perspectives on Medical Education · doi:10.5334/pme.1499 · Cited by 6 · see citing works
“Within the Activity Theory framework, an activity system forms the basic unit of analysis and is oriented towards an object, which embodies the long-term purpose of the activity and generates horizons for possible actions [18, 19].”
InfluentialEvans, L. (2024) · International Journal of Leadership in Education · doi:10.1080/13603124.2024.2430019 · Cited by 6 · see citing works
Kurki, A.-L., Weiste, E., Toiviainen, H. K., et al. (2024) · Journal of Health Organization and Management · doi:10.1108/jhom-10-2022-0310 · Cited by 6 · see citing works
Developing Leaders Using On-Line Action Learning: An Activity Theory Analysis
Willocks, K. (2022) · Advances in Developing Human Resources · doi:10.1177/15234223221139215 · Cited by 6 · see citing works
“Leadership learning also occurred because of the different histories, perspectives and backgrounds (multi-voiced-ness) that the participants brought to the developing community of learning (Engeström & Pyörälä, 2021).”
BackgroundMalau‐Aduli, B. S., Hays, R., D'Souza, K., Jones, K., Saad, S. L., Celenza, A., Turner, R. C., Smith, J. W., Ward, H. M., Schlipalius, M. L., et al. (2022) · Frontiers in Medicine · doi:10.3389/fmed.2022.844899 · Cited by 6 · see citing works
Gagnon-Tremblay, A., & Turcotte, J. (2022) · Revue internationale du CRIRES innover dans la tradition de Vygotsky · doi:10.51657/ric.v5i2.51252 · Cited by 6 · see citing works
Effective Collaboration Through Activity Theory and Knotworking in Clinical Settings
Mnaymneh, M., van Oostveen, R., Kapralos, B., et al. (2021) · Cureus · doi:10.7759/cureus.19860 · Cited by 6 · see citing works
“According to Engeström and Pyörälä (2021), the socio-spatial dimension is concerned with the relationships between activity systems that are active in the knot at any given point in time [3].”
InfluentialLørum, R. M., Skyvulstad, H., Eri-Montsma, A., et al. (2024) · The Learning Organization · doi:10.1108/tlo-11-2022-0138 · Cited by 5 · see citing works
Interprofessional scaffolding: Capitalising on interdependence during workplace learning
Miller, K. A., & Stalmeijer, R. E. (2023) · Medical Education · doi:10.1111/medu.15125 · Cited by 5 · see citing works
“The perspective of collaborative interdependence amplifies the need to consider that the learning trajectory of trainees is not solely directed towards the community of physician practice but also towards the landscape of healthcare practice.(8,9,17) It becomes critical to consider how other health professionals contr…”
BackgroundChen, K.-Z., Tseng, J.-Y., & Oakley, B. (2025) · The Asia-Pacific Education Researcher · doi:10.1007/s40299-024-00954-y · Cited by 5 · see citing works
“The CL, a formative intervention method, enables participants to interrogate, devise, and test innovative solutions, reflecting on and summarizing new practices (Engeström & Pyörälä, 2021).”
InfluentialPsychological safety in an ECMO retrieval team: a qualitative study to inform improvement
Passariello, M., & Tarrant, C. (2024) · BMJ Open Quality · doi:10.1136/bmjoq-2023-002706 · Cited by 6 · see citing works
“This is likely to be particularly relevant in situations such as ECMO retrieval that involve knotworking 29 30 —in which individuals come together and collaborate to achieve very specific objectives, requiring collaborators to understand each other’s expertise and share control fluidly.”
BackgroundAndrews, D. (2024) · Professional Development in Education · doi:10.1080/19415257.2024.2332393 · Cited by 4 · see citing works
“In other words, ‘knots operate by tying and retying together otherwise separate threads of activity and expertise, involving both rapid improvisation and a long-term perspective of planning and following up’ (Engeström and Pyörälä 2021, p. 10).”
Gregg, A., Yu, J., Resig, J., Johnson, L., Park, E., & Stuczynski, P. (2021) · Journal of Formative Design in Learning · doi:10.1007/s41686-021-00057-7 · Cited by 5 · see citing works
“…theories and frameworks have addressed the complexity of change in education, including cultural-historical activity theory (Divaharan & Ping, 2010; Engeström & Pyörälä, 2020; Yamagata-Lynch, 2007), situated action models (Nardi, 1996), and systemic change (Joseph & Reigeluth, 2010; Watson &…”
BackgroundO’Hare, S., Kajamaa, A., Conn, R., & Gormley, G. (2025) · Instructional Science · doi:10.1007/s11251-025-09734-7 · Cited by 3 · see citing works
“There have been several examples of CL interventions in medical education (Reid et al., 2015; Dornan et al., 2021; Engeström & Pyörälä, 2021) and healthcare (Skipper, 2016; Vilela et al., 2020; Morris et al., 2021; Kerosuo et al., 2010 ).”
InfluentialA New Way of Teaching Humanities in Medical School: Critical Medical Humanities
Volpe, R. L., Adams, N. E., Thompson, B. M., Simmers, J., Chen, S., & Hausman, B. L. (2025) · Journal of Medical Education and Curricular Development · doi:10.1177/23821205251369949 · Cited by 4 · see citing works
Challenges and opportunities of complexity theory in health care systems
A’aqoulah, A., El‐Metwally, A., Khateeb, B. A., Alammari, D., Alshahrani, A. S., Aldubikhi, A., Alsulami, A., Fatani, F., & Innab, N. (2025) · Journal of Taibah University Medical Sciences · doi:10.1016/j.jtumed.2025.06.006 · Cited by 4 · see citing works
“16 EQUIP was designed as an intervention to provide equity-oriented care in primary health care settings after comprehensively studying various factors, such as the client population, staff characteristics, organizational milieu, policy and funding environment, and geographic milieu.”
Björk, M., Eklund, A., Nilsson, M. S., & Nyman, V. (2024) · Journal of Health Organization and Management · doi:10.1108/jhom-03-2023-0093 · Cited by 4 · see citing works
Strategies and practices for organizational learning in integrated care
Lørum, R. M., & Smith, F. (2024) · Journal of Health Organization and Management · doi:10.1108/jhom-11-2023-0342 · Cited by 3 · see citing works
van Schie, R., Coolen, E. H. A. J., van Tuijl, A. A. C., van der Velden, J. A. E. M., Thoonen, B. P. A., & Haan, N. S. (2024) · Medical Education · doi:10.1111/medu.15423 · Cited by 3 · see citing works
“25,26 For a brief explanation of the key terminology within the boundary crossing framework, we refer to Table 1.”
Making Sense of Patient Safety Through Cultural-Historical Activity Theory and Complexity Modeling
Hoofs, J., Klein, D. O., Bleakley, A., & Rennenberg, R. J. M. W. (2024) · Journal of Patient Safety · doi:10.1097/pts.0000000000001229 · Cited by 4 · see citing works
Workplace-based learning about health promotion in individual patient care: a scoping review
Verhees, M. J. M., Engbers, R., Landstra, A. M., Bremer, A. E., van de Pol, M. H. J., Laan, R., & Assendelft, W. J. (2023) · BMJ Open · doi:10.1136/bmjopen-2023-075657 · Cited by 4 · see citing works
Gibson, B. E., Hamdani, Y., Mistry, B., & Kawamura, A. A. (2023) · SSM - Qualitative Research in Health · doi:10.1016/j.ssmqr.2023.100286 · Cited by 3 · see citing works
Chang, Y., & Hu, C. (2022) · Medical Education · doi:10.1111/medu.14990 · Cited by 3 · see citing works
“Indeed, lack of incentives towards continuous learning can contribute to resistance towards EHRs.”
BackgroundMethodInfluentialAndriani, E., Priskananda, A. A., & Budiraharjo, M. (2022) · Journal of Foreign Languange Teaching and Learning · doi:10.18196/ftl.v7i1.13196 · Cited by 3 · see citing works
Integration of ChatGPT in medical learning: An analysis of interaction and contradictions
Tai, S.-H., Yeh, C., Jann-Yuan, W., Hu, R., Lee, P.-H., & Ho, C. (2025) · Medical Teacher · doi:10.1080/0142159x.2025.2604245 · Cited by 2 · see citing works
“First, the contradiction between the Tool (ChatGPT’s unreliability) and the Object (achieving accurate medical knowledge) forced students into ‘Questioning’ the established practice [12,13,18].”
Contextual factors affecting learning-oriented leadership in healthcare: a case study
Lørum, R. M., Eriksson, H., & Smith, F. (2025) · Journal of Health Organization and Management · doi:10.1108/jhom-03-2025-0151 · Cited by 2 · see citing works
Hong, Z., Li, R., & Liao, W. (2025) · TESOL Quarterly · doi:10.1002/tesq.70015 · Cited by 2 · see citing works
Malaysia, U. T. H. O., Saleh, N. S., Rosli, M. S., & Malaysia, U. T. (2024) · Journal of Social Transformation and Regional Development · doi:10.30880/jstard.2024.06.01.006 · Cited by 3 · see citing works
Kajamaa, A. M., Lahtinen, P., Mattick, K. L., & Bethune, R. M. (2024) · Medical Education · doi:10.1111/medu.15407 · Cited by 2 · see citing works
Chaer, H., Jafar, S., Intiana, S. R. H., et al. (2024) · Jurnal Humanitas Katalisator Perubahan dan Inovator Pendidikan · doi:10.29408/jhm.v10i2.25562 · Cited by 2 · see citing works
“Dalam konteks ini, teori aktivitas Engeström, fase eksplorasi sangat penting karena merupakan tahap di mana individu atau kelompok mulai mencari solusi alternatif untuk memecahkan masalah atau mengatasi konflik (Engeström & Pyörälä, 2021).”
BackgroundPeer Learning Has Double Effects in Clinical Research Education: A Qualitative Study
Nakao, H., Nomura, O., Nagata, C., & Ishiguro, A. (2024) · International Journal of Pediatrics · doi:10.1155/2024/5513079 · Cited by 2 · see citing works
Teachers’ Perspective on the Implementation of GDPR in Schools – A Design-Oriented Case Study
Marchetti, E., Valente, A., Witfelt, C., et al. (2024) · Lecture notes in computer science · doi:10.1007/978-3-031-61685-3_14 · Cited by 2 · see citing works
Getting active: using activity theory to manage change
Johnston, J., & Reid, H. (2022) · doi:10.1002/9781119839446.ch19 · Cited by 2 · see citing works
Teaching expertise: an activity system's lens
Reimann, P., & Markauskaitė, L. (2022) · Elsevier eBooks · doi:10.1016/b978-0-12-818630-5.14025-4 · Cited by 2 · see citing works
Netnography for the production and analysis of contradictions in a banking activity
VIZENTIN, R. J., Cassandre, M. P., & Bulgacov, Y. L. M. (2022) · Cadernos EBAPE BR · doi:10.1590/1679-395120210178x · Cited by 2 · see citing works
“Advances and applications of this principle can be observed in recent studies that analyze the potential of double stimulation to foster the transformative agency in activities (Sannino, 2015; Vänninen, Querol, & Engeström, 2021).”
BackgroundHalfwerk, F. R., Clare, C., Jebbink, E. G., & Groenier, M. (2022) · Advances in Simulation · doi:10.1186/s41077-022-00211-6 · Cited by 2 · see citing works
Digital influences on academic attainment
Makena, B., & Omodan, B. I. (2022) · International Journal of Research in Business and Social Science (2147-4478) · doi:10.20525/ijrbs.v11i4.1784 · Cited by 3 · see citing works
“Though activity theory is not a panacea for all educational ills, but it is one of the tools that can be used in the design and evaluation of educational technology applications and in practices (Engeström & Pyörälä, 2021).”
MethodPedagogical Integration of Digital Game-Based Learning - Processes Involved
Brooks, E., & Sjöberg, J. (2022) · Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering · doi:10.1007/978-3-031-06675-7_15 · Cited by 2 · see citing works
Högfeldt, A.-K. (2026) · European Journal of Engineering Education · doi:10.1080/03043797.2026.2660213 · Cited by 1 · see citing works
“It highlights how people, tools, norms, and contextual arrangements interact within activity systems that are both stable and evolving (Engeström and Pyörälä 2021).”
Boloré, S., Blondon, K., Ciavarella, L., Khetir, I., Lalière, H., Elmaleh, M., Blocquet, A., & Lavoie, P. (2026) · Journal of Interprofessional Education & Practice · doi:10.1016/j.xjep.2026.100818 · Cited by 1 · see citing works
Vanneste, L., Boeckxstaens, P., Claeys, T., Embo, M. P. C., Gobeyn, H., Smeets, H. W. H., Tsakitzidis, G., Landschoot, L. V., & Pype, P. F. (2025) · BMC Family Practice · doi:10.1186/s12875-025-03051-1 · Cited by 1 · see citing works
“CHAT is a social theory for studying social practice [51, 52].”
A korai klinikai tapasztalat hatása az orvosi identitás fejlődésére
Fábry, S., Torzsa, P., Dornan, T., & Eőry, A. (2025) · Orvosi Hetilap · doi:10.1556/650.2025.33404 · Cited by 1 · see citing works
Sheehan, P., Fleming, A., McCarthy, S., et al. (2025) · Currents in Pharmacy Teaching and Learning · doi:10.1016/j.cptl.2025.102445 · Cited by 1 · see citing works
Hofmann, R., Blaskova, L. J., & Jones, N. (2025) · Advances in Health Sciences Education · doi:10.1007/s10459-025-10447-2 · Cited by 1 · see citing works
“Importantly, we showed how these barriers interacted with the wider activity system‘s goals, norms and divisions of labour (Engeström & Pyörälä, 2021), sometimes forming what we called ‘vicious cycles’: closed loops which hinder change towards POCUS-utilisation and learning and are hard for…”
InfluentialWolbers, I., van Os, A., Lalleman, P., et al. (2025) · BMJ Open · doi:10.1136/bmjopen-2024-090590 · Cited by 1 · see citing works
“26 Thus, viewing learning as ‘expansive learning’ aligns with a programme that aims to support district nursing teams in how to work with guidelines.”
de Leng, B. A., Bernhardt, F., Lenz, P., Pawelka, F., & Schopf, J. (2025) · Creative Education · doi:10.4236/ce.2025.166050 · Cited by 1 · see citing works
An activity theory perspective on interprofessional teamwork in long-term care
Fernández, N., & Gulino, N. (2024) · Canadian Medical Education Journal · doi:10.36834/cmej.77484 · Cited by 1 · see citing works
“19 As shown in Figure 1, Activity Systems comprise seven components: 1) a Subject (Individual) intervening on 2) an Object mediated by 3) Instruments or Tools that can be symbolic or physical.”
BackgroundLeadership, Teamwork, and the Ontological Choreography of CPD
(2024) · Journal of Continuing Education in the Health Professions · doi:10.1097/ceh.0000000000000562 · Cited by 1 · see citing works
Socio-economic activities of slum dwellers in Ghana: towards health and environmental implication
Agyabeng, A. N., Kudo, L. K., DeSouza, M., et al. (2024) · GeoJournal · doi:10.1007/s10708-024-11121-7 · Cited by 1 · see citing works
“Engeström and Pyörälä (2021) asserts that activities take place within a community with norms of behavior (rules) and power hierarchies (division of labor) within an activity system.”
InfluentialLiaw, F., Chang, Y., & Tsai, P.-F. (2024) · BMC Medical Education · doi:10.1186/s12909-023-05003-8 · Cited by 2 · see citing works
Bleakley, A. (2023) · Medical Teacher · doi:10.1080/0142159x.2023.2243026 · Cited by 1 · see citing works
Leading by virtual interaction: an application of cultural-historical activity theory
Sjaus, A., & Ritchie, K. (2021) · BMJ Leader · doi:10.1136/leader-2021-000485 · Cited by 1 · see citing works
“16 18 This team-based methodology facilitates purposeful change and provides a template for practical implementation within organisations in transition.”
BackgroundBuasuwan, N. (2021) · White Rose eTheses Online (University of Leeds, The University of Sheffield, University of York) · Cited by 1 · see citing works
Jones, N., Khan, Z., & Watson, K. (2026) · The Clinical Teacher · doi:10.1111/tct.70534
“In AT terms, these represent different orientations towards the object and outcomes of collective activity rather than individual inconsistency [22].”
Giroux, C. M., Thomas, A., Sikora, L., & LaDonna, K. A. (2026) · BMJ Open · doi:10.1136/bmjopen-2026-120498
“We will use Engeström’s 46 47 activity theory to explore how training in digital literacies influences trainees’ online knowledge-sharing and advocacy activities, if at all.”
Meijer, L., Damoiseaux, R. A. M. J., Barry, M., Vinck, V. V., Schellevis, F., & GROOT, E. D. (2026) · Studies in Continuing Education · doi:10.1080/0158037x.2026.2710065
Human Resource Development’s Role in AI-Enabled Workforce Transformation
Chuang, S., Wang, G. G., & Dean, J. (2026) · New Horizons in Adult Education and Human Resource Development · doi:10.1177/19394225261479088 · Cited by 1 · see citing works
Enkhbat, M., Sukhbaatar, K., & Batmunkh, B. (2026) · Frontiers in Public Health · doi:10.3389/fpubh.2026.1900210
“By conceptualizing these domains as interconnected activity systems, CHAT enables an examination of how different forms of knowledge and social expectations have interacted, competed, and transformed throughout history (27, 28).”
- Authors
- Engeström, Y., & Pyörälä, E.
- Affiliations
- University of Helsinki (FI)
- Corresponding author
- Engeström, Yrjö
- Venue
- Medical Teacher
- Publisher
- Informa UK Limited
- Published
- 2020-07-25
- Volume
- 43
- Issue
- 1
- Pages
- 7-13
- ISSN
- 0142-159X (ISSN-L)
- 1466-187X
- OpenAlex
- W3045364861
- Cited by
- 137
- References
- 39
- Citations by year
- 2026: 13 · 2025: 27 · 2024: 34 · 2023: 19 · 2022: 25 · 2021: 10 · 2020: 6
- FWCI
- 15.75
- Type
- journal article
- Language
- en
- Open access
- green
- hdl.handle.net
- Licence
- other-oa
- Locations
- Medical Teacher (publishedVersion)
- PubMed (publishedVersion)
- Työväentutkimus Vuosikirja (submittedVersion, other-oa)
- Topics
- Health Sciences › Health Professions › General Health Professions › Interprofessional Education and Collaboration
- Social Sciences › Human Factors and Ergonomics › Innovative Education and Learning Practices
- Social Sciences › Psychology › Social Psychology › Education, Healthcare and Sociology Research
- Keywords
- activity theory, expansive learning, cultural-historical activity theory, Change Laboratory, formative intervention, medical expertise, medical education, care fragmentation
- MeSH terms
- Delivery of Health Care, Education, Medical, Humans, Learning, Workplace
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