Design-based research studies are conducted as iterative implementation-analysis-modification cycles, in which emerging theoretical models and pedagogically plausible activities are reciprocally tuned toward each other as a means of investigating conjectures pertaining to mechanisms underlying content teaching and learning. Yet this approach, even when resulting in empirically effective educational products, remains under-conceptualized as long as researchers cannot be explicit about their craft and specifically how data analyses inform design decisions. Consequentially, design decisions may appear arbitrary, design methodology is insufficiently documented for broad dissemination, and design practice is inadequately conversant with learning-sciences perspectives. One reason for this apparent under-theorizing, I propose, is that designers do not have appropriate constructs to formulate and reflect on their own intuitive responses to students’ observed interactions with the media under development. Recent socio-cultural explication of epistemic artifacts as semiotic means for mathematical learners to objectify presymbolic notions (e.g., Radford, Mathematical Thinking and Learning 5(1): 37–70, 2003) may offer design-based researchers intellectual perspectives and analytic tools for theorizing design improvements as responses to participants’ compromised attempts to build and communicate meaning with available media. By explaining these media as potential semiotic means for students to objectify their emerging understandings of mathematical ideas, designers, reciprocally, create semiotic means to objectify their own intuitive design decisions, as they build and improve these media. Examining three case studies of undergraduate students reasoning about a simple probability situation (binomial), I demonstrate how the semiotic approach illuminates the process and content of student reasoning and, so doing, explicates and possibly enhances design-based research methodology.

Purpose: Complexity is the real beast that baffles everybody. Though there are increasing inter-disciplinary discussions on it, yet it is scantly explored. The purpose of this paper is to bring a new and unique dimension to the discourse assimilating the important ideas of two towering scientists of their time, Newton and Heinz von Foerster. In the tradition of Foersterian second-order cybernetics the paper attempts to build a bridge from a cause-effect thinking to a thinking oriented towards “understanding understanding” and in the process presents a model of “Cybernetics of Simplification” indicating a path to simplicity from complexity. Design/methodology/approach – The design of research in the paper is exploratory and the paper takes a multidisciplinary approach. The model presented in the paper builds on analytics and systemics at the same time. Findings: Simplicity can be seen in complex systems or situations if one can construct the reality (be that the current one that is being experienced or perceived or the future one that is being desired or envisaged) through the Cybernetics of Simplification model, establishing the effect-cause-and-effect and simultaneously following the frame of iterate and infer as a circular feedback loop; in the tradition of cybernetics of cybernetics. Research limitations/implications – It is yet to be applied. Practical implications: The model in the paper seems to have far reaching implications for complex problem solving and enhancing understanding of complex situations and systems. Social implications – The paper has potential to provoke new ideas and new thinking among scholars of complexity. Originality/value – The paper presents an original idea in terms of Cybernetics of Simplification building on the cybernetics of the self-observing system. The value lies in the unique perspective that it brings to the cybernetics discussions on complexity and simplification.

Key words: causality, complexity, second-order cybernetics, cybernetics of simplification, self-observing system, simplification

This paper defines a theoretical framework aiming to support the actions and reflections of researchers looking for a “method” in order to critically conceive the complexity of a scientific process of research. First, it starts with a brief overview of the core assumptions framing Morin’s “paradigm of complexity” and Le Moigne’s “general system theory.” Distinguishing “methodology” and “method,” the framework is conceived based on three moments, which represent recurring stages of the spiraling development of research. The first moment focuses on the definition of the research process and its sub-systems (author, system of ideas, object of study and method) understood as a complex form of organization finalized in a specific environment. The second moment introduces a matrix aiming to model the research process and nine core methodological issues, according to a programmatic and critical approach. Using the matrix previously modeled, the third moment suggests conceiving of the research process following a strategic mindset that focuses on contingencies, in order to locate, share and communicate the path followed throughout the inquiry. Relevance: This paper provides the readers with a constructivist methodology of research inspired by Morin’s paradigm of complexity and Le Moigne’s general system theory.

Purpose: Attention is drawn to a principle of “significance feedback” in neural nets that was devised in the encouraging ambience of the Biological Computer Laboratory and is arguably fundamental to much of the subsequent practical application of artificial neural nets. Design/methodology/approach – The background against which the innovation was made is reviewed, as well as subsequent developments. It is emphasised that Heinz von Foerster and BCL made important contributions prior to their focus on second-order cybernetics. Findings: The version of “significance feedback” denoted by “backpropagation of error” has found numerous applications, but in a restricted field, and the relevance to biology is uncertain. Practical implications: Ways in which the principle might be extended are discussed, including attention to structural changes in networks, and extension of the field of application to include conceptual processing. Originality/value – The original work was 40 years ago, but indications are given of questions that are still unanswered and avenues yet to be explored, some of them indicated by reference to intelligence as “fractal.”

Key words: cybernetics, neural nets, learning.

Social Constructionism has been instrumental in remodeling grounded theory. In attempting to make sense of the social world, social constructionists view knowledge as constructed as opposed to created. This paper discusses how social constructionists construct knowledge and argues that social constructionism is concerned with the nature of knowledge and how it is created and as such, it is unconcerned with ontological issues. Society is viewed as existing both as a subjective and an objective reality. Meaning is shared, thereby constituting a taken-for-granted reality. Grounded theorists understand knowledge as beliefs in which people can have reasonable confidence; a common sense understanding and consensual notion as to what constitutes knowledge. If it is accepted that social constructionism is not based on a relativist perspective, then it is compatible with Grounded Theory methodology.

Purpose: An attempt was made to establish a link between brief therapy a’ la MRI and Heinz von Foerster’s view of how we might conceive of and live in the world of our creation, at least in a social sense. Design/methodology/approach – The author relates how her encounter with Heinz von Foerster coincided with and further developed a way of thinking about and doing therapy which she found at the Mental Research Institute (MRI) in Palo Alto, California. She tries to show how Heinz the person has had a lasting effect on the way she conceives of and tries to conduct Brief Therapy a’ la MRI. Findings: She finds that using Heinz’s metaphor of dancing with the world quite useful in the elucidation of what therapy might be all about: how it might, metaphorically speaking, simply be about engaging a client or clients by dancing with them, allowing for the mutual creation of a new possibility. Originality/value – This paper was written to commemorate Heinz and for therapists in search of a therapeutic stance.

Key words: Cybernetics, therapists, philosophical concepts.

Context: The integration of data measured in first- and third-person frameworks is a challenge that becomes more prominent as we attempt to refine the ties between the dimensions we assume to be objective and our experience itself. As a result, cognitive science has been a target for criticism from the epistemological and methodological point of view, which has resulted in the emergence of new approaches. Neurophenomenology has been proposed as a means to address these limitations. The methodological application of this discipline, even in its mildest form, enriches the methodology typically used in cognitive sciences. Problem: Nowadays psychological studies are difficult to replicate. As a way to achieve replication of results published in a previous study in order to develop a methodological adaptation suitable for electroencephalographic (EEG) measurements in a subsequent experiment, first-person accounts from the participants in our pilot study were included in the experiment construction. This study’s objective is to show the benefit of including a mild-neurophenomenology-inspired approach in the adaptation from an original paradigm, which requires, foremost, the ability to replicate the original results. Method: Interviews with open and semi-structured questions were carried out at the end of an Approach-Avoidance Task (AAT. The first-person reports, together with the behavioral outcomes of each pilot, were taken into account for the development of the next piloting phase until replication of the original results was achieved, and the final experimental design was elaborated. Results: A sequence of four pilots, where the integration of third- and first-person information derived from subjects’ behavior and reported experiences while carrying them out rendered the behavioral replication we sought to achieve, providing support for a first-person enriched cognitive science paradigm. Implications: Including first-person accounts systematically during the development and performance of classic cognitive paradigms ensures that those paradigms are measuring what they claim to measure. This is the next logical step to improve replication rates, to refine the explanation of the results and avoid confounding third-person data interpretation. Constructivist content: Including first-person experiences and acknowledging the active role that participants’ experiences regarding the paradigm had in the modeling of its final version is in concordance with a constructivist standing.

Key words: Mild neurophenomenology-inspired approach, piloting, first-person enriched experimental paradigm, phenomenological validity, replication.

Purpose: When reviewing the prospectus of mainstream universities that offer psychology majors, one would be hard-pressed to find any cybernetic approaches included in their course material. This is an unfortunate observation as most psychological problems arise in a relational context. Reasons for this status quo are presented. The purpose of this paper is to reduce obstacles for prospective learners in cybernetic psychology, with the hope that cybernetic psychology may be assimilated and seen as an equal footing paradigm in mainstream psychology teachings. Design/methodology/approach – A popular cybernetics web site is often used by students who are learning cybernetic psychology. Using the responses from students who frequent the online resource, solutions are presented based on the questions that students have asked the author of the site. Findings: Students are taught different therapy paradigms in terms of models; the psychodynamic model, the medical model, the person-centred model; the systems model and so forth. Their position to the model is external and they can critically evaluate the different models and apply each model in an interpretation and analysis of various psychology case studies. Cybernetic psychology becomes problematic when that line of thinking is used. Practical implications: Cybernetic psychology stands as an ethical choice for therapy. Reducing the boundaries for cybernetic therapies to be assimilated in the mainstream context, especially if offered by universities as an equal footing paradigm, which would be in keeping with the WHO’s call for responsible ethical therapy interventions. Originality/value – There is limited information on how to perform cybernetic psychology. This is understandable owing to the nature of cybernetics; however, reliable and stable approaches should still be available for students who are new to this epistemology. There needs to be an entering point into this way of thinking so that cybernetic psychology remains accessible to newcomers.

Key words: Psychology, cybernetics, model, second-order cybernetics, systems, therapy

Context: For many people, religion and/or spiritual experiences are an important part of their daily lives - shaping their thinking and actions. Studying these experiences relies on qualitative religious studies (RS) research that engages respondents on a deeply personal level. Problem: Researchers are unable to provide an apolitical, value-free approach to research. There lacks a rigorous methodological approach to qualitative RS research that addresses this epistemological obstacle. This is particularly relevant when studying a cohort with radically different beliefs from the researcher. Method: Researcher coupling is presented as a topic that defines the researcher and her participants as a systemic entity. By demonstrating how the researcher’s worldview is tied to her research, an argument for personalised and relational observer-dependent research is presented. Five reflexive questions are proposed as a starting point for personalised research to demonstrate the relational and intersubjective nature of this activity. Results: By linking the researcher to her research and changing the goal of research from independent and objective research to one that is relational and contextual, the scholar can report on her research in an ethical and socially just manner by linking her worldview to her research. Implications: The traditional research activity is redefined as one that should embrace the scholar’s worldview instead of attempting to hide it. The scientific ideals of independence and objectivity are replaced by interdependence and hence a proposal is made for personalised research that embraces the intersubjective nature of this activity. This proposal is meant to alleviate some of the epistemological weaknesses in RS. This paradigm shift promotes rigour as a qualifier for methodology including changes to how research is categorised. Constructivist content: Margaret Mead’s ideas of observer dependence in anthropological research and how the observer constructs her research findings are discussed. The circularity that exists in this relational context is analysed according to Bradford Keeney’s ideas on recursion and resultant future behavioural correction. Ranulph Glanville’s ideas of intersubjectivity and his concept of “in the between” are used as a foundation for the researcher-participant relationship. Ross Ashby’s notion of experimenter coupling is used as a basis for researcher coupling.

Key words: Epistemology, ethics, personalised and relational research, religious studies, rigour, research methodology, worldview.

Purpose: There is a lack of epistemological considerations in religious studies methodologies, which have resulted in an on-going critique in this field. In addressing this critique, the researcher’s observer effect needs to be actively accounted for owing to the influence of the researcher’s epistemology in the author’s research. This paper aims to answer the question of why a researcher should address one’s epistemology in the research. Design/methodology/approach – Using second-order cybernetics as an approach, observer dependence is exemplified and justified in the context of religious studies research methodology. The research activity is shown as a relational temporal coupling that introduces inter-subjective aspects to the research. The research process is analysed showing the need to provide scope for the researcher’s epistemology in one’s research. Findings: A relational observer-dependent approach to research embraces the epistemology of the researcher and the participants providing equality in the relationship. The research results are thus framed according to the nature of the relationship and are thus not detached. This addresses social justice and reduces troubling truth claims. Research limitations/implications – This first paper focuses on the question of why epistemology should be included in scholarly research. A detailed framework for how scholars may achieve this goal is to be part of the future study and is not presented in this paper. Practical implications: In many positivist approaches there is a motivation to hide the researcher; however, recently there has been a move towards including authors in the first person, realising that science is tied to politics, which does not reach its ideals of objectivity. Cybernetics is presented as an approach to addressing the move from “objective” to “subjective” research. Social implications – Researchers cannot get into the minds of their participants and thus an authorial privileged presentation by the researcher of the participant’s experiences is fraught with epistemological weaknesses. Attempting to own one’s own epistemology could address social justice in research by personalising the research and accounting for the observer effect and the inter-subjective attributes of the research relationship. Originality/value – The principle of observer dependence in cybernetics is not new; however, a research approach that focuses on the nature of knowing and how this may influence one’s research in religious studies is uncommon. It is thus presented here as a viable option to address the critique of epistemologically weak research methodology in religious studies.

Key words: intersubjectivity, research methodology, second-order cybernetics, epistemology, observer dependence, religious studies