In a number of very influential publications, Epstein and Hoover (among other authors) have recently argued that a thoroughly micro-foundationalist approach towards economics is unconvincing for metaphysical reasons. However, as we show in this article, this metaphysical/social ontological approach to the debate fails to resolve the status of micro-foundations in the practice of economic modelling. To overcome this, we argue that endogenizing a model—that is, providing micro-foundations for it—correlates with making that model more complex. Specifically, we show that models with (...) more micro-foundations tend to have more parameters or variables. This matters, as there are well-established methodological reasons for preferring models with fewer parameters or variables—ceteris paribus. We therefore conclude that, from a practice-based point of view, micro-foundations are only defensible to the extent that they significantly improve the ability of the relevant model to fit the data of interest. In this way, we arrive at a practice-based, methodological reconceptualization of the debate surrounding the need for micro-foundations in economics. (shrink)

The pedagogical research constitutes a critical, dynamic, intentional, active process oriented towards the investigation of the educaional reality under all its aspects. The present paper brings in the forefront the effort of pedagogy to crystalize its own methodology of research in its demarche of affirmation and consolidation of its scientifical status. The complexity and the high number of inter-depedent variables present in the study of the human condition foiled the effort to apply a model of scientific research underlain (...) on the method of natural sciences in the field of social-human sciences. In this context, the pedagogy was bound to shade its methods of research in order to surprise as truthful as possible the complexity and diversity of the educational processes. Thus, besides the empirical-experimental method, the pedagogy was enriched with new methods of research such as the hermeneutic method, the historical method, the rhetorical method, the descriptive method, the problematization method. (shrink)

F.A. Hayek argued that the sciences of complex phenomena, including (perhaps especially) economics, are limited to incomplete “explanations of the principle” and “pattern predictions.” According to Hayek, these disciplines suffer from (what I call) a data problem, i.e., the hopelessness of populating theoretical models with data adequate to full explanations and precise predictions. In Hayek’s terms, explanations in these fields are always a matter of “degree.” However, Hayek’s methodology implies a distinct theory problem: theoretical models of complex phenomena may (...) be underspecified so that, even were all the data available, a full explanation could not be inferred from the model. Where the sciences of complex phenomena are subject to both the data and theory problems, explanations and predictions will be of even lesser “predictive degree.” The paper also considers how to interpret Hayek’s claim that pattern predictions are falsifiable. (shrink)

Burt formulates her critique at a general level of abstraction that highlights the methodological deficiencies of sociogenomics without also calling attention to precisely the same deficiencies in the social science model she seeks to defend against its encroachments. What might have been a methodological bulwark against the excesses of sociogenomics is instead a one-sided critique that merely renews its charter.

Contemporary research, across various disciplines, alludes to notion of complexity. Indeed, the phenomenon has even been accredited for comprising a new “world-view” that not only heralds theory construction but also instigates miscellaneous nifty yet practical avenues. On the other hand, however, the complexityparadigm has frequently been criticized of obscurity, contestation and scope imprecision. In addition, its various mutually incommensurable philosophical implications have lead to much heated debates regarding methodological pluralism and metaphorical applications, within literature. To elaborately discussand resolve these (...) concerns, this paper will be organized in three sections: The first section will build on the idiosyncratic characteristics of complexity that differentiate it from related notions of chaos and complicatedness. The second section will shed light on the philosophical deliberations of individual complexityattributes, toward metaphysics of complexity, through elaborately drawn diagrams. Also, this section will draw attention to several conflicting perspectives encompassing the theological, epistemological and ontological domain of complexity. The third section will trace the origins of such paradoxical debates, in the complexity literature, through a ‘Super-System-Outlook’ (SSO) framework. The framework is likely to be of particular significance as it aims to not only divulge an eradicable joint cause of the disparity governing complexity studies but also to propose a possible assimilation of such deliberations. (shrink)

"Habermas introduces the concept of “reconstructive science” with a double purpose: to place the “general theory of society” between philosophy and social science and reestablish the rift between the “great theorization” and the “empirical research”. The model of “rational reconstructions” represents the main thread of the surveys about the “structures” of the life-world (“culture”, “society” and “personality”) and their respective “functions” (cultural reproductions, social integrations and socialization). For this propose, the dialectics between “symbolic representation” of “the structures subordinated to all (...) worlds of life” (“internal relationships”) and the “material reproduction” of the social systems in their complex (“external relationships” between social systems and environment) has to be considered. This model finds an application, above all, in the “theory of the social evolution”, starting from the reconstruction of the necessary conditions for a phylogeny of the socio-cultural-life forms (the “hominization”) until an analysis of the development of “social formations”, which Habermas subdivides into primitive, traditional, modern and contemporary formations. This paper is an attempt, primarily, to formalize the model of “reconstruction of the logic of development” of “social formations” summed up by Habermas through the differentiation between vital world and social systems (and, within them, through the “rationalization of the life-world” and the “growth in complexity of the social systems”). Secondly, it tries to offer some methodological clarifications about the “explanation of the dynamics” of “historical processes” and, in particular, about the “theoretical meaning” of the evolutional theory’s propositions. Even if the German sociologist considers that the “ex-post rational reconstructions” and “the models system/environment” cannot have a complete “historiographical application”, these certainly act as a general premise in the argumentative structure of the “historical explanation”.". (shrink)

Résumé: Les pensées de Marx sur l’histoire du monde est un élément essentiel du matérialisme historique qui se concentre sur les caractéristiques de l’époque. Elle unifie la théorie et la pratique et s’empare correctement de la situation de l’existence humaine et du développement historique. L’approfondissement de la mondialisation a rendu l’environnement du développement mondial plus complexe et a conduit à l’intensification des contradictions sociales. Afin de comprendre en profondeur la loi du développement de l’histoire du monde et de mieux faire (...) face aux problèmes et aux défis posés par la mondialisation, cet article a étudié efficacement la méthodologie de Marx sur les pensées de l’histoire du monde (PHM). Après une analyse approfondie du contenu fondamental, des enjeux principales et des caractéristiques idéologiques des PHM, cet article explore leurs principes méthodologiques et leurs significations. Il accorde une attention particulière à la révélation pratique de la méthodologie des PHM de Marx du point de vue du développement et de la coopération avec l’étranger, du niveau scientifique et technologique, et du choix de la voie de développement. Dans le processus de développement naturel de la réponse à la mondialisation, suivre fermement sa voie de développement joue un rôle et une valeur importants dans le renforcement du développement et de la coopération avec l’étranger, l’avancement des capacités technologiques et l’adoption d’une approche dialectique à l’égard du développement de la mondialisation. (shrink)

The purpose of this article was to examine the historical contribution of Wilhelm Dilthey's approach to the philosophy and methodology of hermeneutics in the demarcated context of nursing science. Dilthey's work made a fundamentally significant, yet ancillary, contribution to nursing science. Organically born from a need to deduce Biblical texts, hermeneutics later developed as a means to understand the truth of another's experience, in literal German language referred to as verstehen. A German‐born empiricist and devout hermeneutic scholar, Dilthey extended (...) the philosophy of hermeneutics to a methodological approach as a way to recapture expressed meaning of human experiences. His directive work paved a procedural pathway to probe the science of human nature while bound to the appropriate sociohistorical context. Hermeneutic methodology provides a phenomenological‐like way to more keenly understand and interpret the whole person. This methodological approach steers a truth‐seeking strategy fixed in meticulous and rigorous inquiry. Dilthey transparently recognized the humble fact that there is no true way to wholly grasp another's experience, an inherent limitation of our human abilities. The current paper posits that hermeneutical understanding verstehen can be paralleled to the concept of empathy in nursing. Understanding and empathy are foundational components to the field of nursing as a caring science. The complex yet invaluable philosophy and methodology of Wilhelm Dilthey's hermeneutics is notably relevant and applicable to nursing science as we strive to care for, treat, and heal patients as whole beings. (shrink)

In the field of health technology assessment, there are several approaches that can be used for ethical analysis. However, there is a scarcity of literature that critically evaluates and compares the strength and weaknesses of these approaches when they are applied in practice. In this paper, we analyse the applicability of some selected approaches for addressing ethical issues in HTA in the field of complex health interventions. Complex health interventions have been the focus of methodological attention in HTA. However, the (...) potential methodological challenges for ethical analysis are as yet unknown.Six of the most frequently described and applied ethical approaches in HTA were critically assessed against a set of five characteristics of complex health interventions: multiple and changing perspectives, indeterminate phenomena, uncertain causality, unpredictable outcomes, and ethical complexity. The assessments are based on literature and the authors’ experiences of developing, applying and assessing the approaches.The Interactive, participatory HTA approach is by its nature and flexibility, applicable across most complexity characteristics. Wide Reflective Equilibrium is also flexible and its openness to different perspectives makes it better suited for complex health interventions than more rigid conventional approaches, such as Principlism and Casuistry. Approaches developed for HTA purposes are fairly applicable for complex health interventions, which one could expect because they include various ethical perspectives, such as the HTA Core Model® and the Socratic approach.This study shows how the applicability for addressing ethical issues in HTA of complex health interventions differs between the selected ethical approaches. Knowledge about these differences may be helpful when choosing and applying an approach for ethical analyses in HTA. We believe that the study contributes to increasing awareness and interest of the ethical aspects of complex health interventions in general. (shrink)

Collective dilemmas have attracted widespread interest in several social sciences and the humanities including economics, sociology and philosophy. Since Hardin’s intuitive example of the Tragedy of the Commons, many real-world public goods dilemmas have been analysed with a wide ranging set of possible and actual solutions. The plethora of solutions to these dilemmas suggests that people make different kinds of decision in different situations. Rather than trying to find a unifying kind of reasoning to capture all situations, as the paradigm (...) of rationality has done, this article develops a framework of agent decision-making for social simulation, that takes seriously both different kinds of decision making as well as different interpretations of situations. The Contextual Action Framework for Computational Agents allows for the modelling of complex social phenomena, like dilemma situations, with relatively simple agents by shifting complexity from an agent’s cognition to an agent’s context. (shrink)

The proliferation of AI systems across all domains of life as well as the complexification and opacity of algorithmic techniques, epitomised by the bourgeoning field of Deep Learning (DL), call for new methods in the Humanities for reflecting on the techno-human relation in a way that places the technical operation at its core. Grounded on the work of the philosopher of technology Gilbert Simondon, this paper puts forward individuation theory as a valuable approach to reflect on contemporary information technologies, offering (...) an analysis of the functioning of deep neural networks (DNNs), a type of data-driven computational models at the core of major breakthroughs in AI. The purpose of this article is threefold: (1) to demonstrate how a joint reading of Simondon’s mechanology and individuation theory, foregrounded in the Simondonian concept of information, can cast new light on contemporary algorithmic techniques by considering their situated emergence as opposed to technical lineage; (2) to suspend a predictive framing of AI systems, particularly DL techniques, so as to probe into their technical operation, accounting for the data-driven individuation of these models and the integration of potentials as functionality; and finally, (3) to argue that individuation theory might in fact de-individuate AI, in the sense of disassembling the already-there, the constituted, paving the way for questioning the potentialities for data and their algorithmic relationality to articulate the unfolding of everyday life. (shrink)

Szymanik (2007) suggested that the distinction between first-order and higher-order quantifiers does not coincide with the computational resources required to compute the meaning of quantifiers. Cognitive difficulty of quantifier processing might be better assessed on the basis of complexity of the minimal corresponding automata. For example, both logical and numerical quantifiers are first-order. However, computational devices recognizing logical quantifiers have a fixed number of states while the number of states in automata corresponding to numerical quantifiers grows with the rank (...) of the quantifier. This observation partially explains the differences in processing between those two types of quantifiers (Troiani et al. 2009) and links them to the computational model. Taking this perspective, below, we suggest the experimental setting extending the one by McMillan et al. (2005) and Troiani et al. (2009). (shrink)

There should not be a material/mental methodological division in the frameworks used by social historians, but rather, a structure/action heuristic division. A survey of methodological approaches to social history becomes possible after clearing confusion between philosophical questions, methodological questions, and theories, as well as presenting a preliminary discussion of philosophical issues pertaining to the study of social history. The five general categories of approaches according to their philosophical foundations are: the empiricist and individualist, the systemic- functionalist, the interpretist, the structuralist (...) and poststructuralist, and relational structurist. All those approaches that adopt methodological structurism are able to overcome fundamental epistemological problems in explaining social history; and so they are able to support a sufficiently powerful methodology for studying how action and structure causally interrelate over time. Social history gains an increasing degree of plausibility and can be labelled "scientific" when it is based on a realist ontology of structures and a commitment to discovering the complex, multileveled, structural reality of the world. (shrink)

James Franklin has argued that the formal, mathematical sciences of complexity — network theory, information theory, game theory, control theory, etc. — have a methodology that is different from the methodology of the natural sciences, and which can result in a knowledge of physical systems that has the epistemic character of deductive mathematical knowledge. I evaluate Franklin’s arguments in light of realistic examples of mathematical modelling and conclude that, in general, the formal sciences are no more able (...) to guarantee certainty than the natural sciences. Yet the formal sciences are characterized by a ‘domain-independence’ that is philosophically interesting, and I argue that it is this property that Franklin actually employs to distinguish the formal from the natural sciences. I use Einstein’s ‘principle’/‘constructive’ theory distinction to contrast the domain-independence of physical theories with the domain-independence of formal mathematical theories, and show how both kinds of domain-independence function to generate the domain-independence that is observed in the complex systems sciences. © 1999 Elsevier Science Ltd. All rights reserved. (shrink)

According to the traditional nomological-deductive methodology of physics and chemistry [Hempel and Oppenheim, 1948], explaining a phenomenon means subsuming it under a law. Logic becomes then the glue of explanation and laws the primary explainers. Thus, the scientific study of a system would consist in the development of a logically sound model of it, once the relevant observables (state variables) are identified and the general laws governing their change (expressed as differential equations, state transition rules, maximization/minimization principles,. . . (...) ) are well determined, together with the initial or boundary conditions for each particular case. Often this also involves making a set of assumptions about the elementary components of the system (e.g., their structural and dynamic properties) and modes of local interaction. In this framework, predictability becomes the main goal and that is why research is carried out through the construction of accurate mathematical models. Thus, physics and chemistry have made most progress so far by focusing on systems that, either due to their intrinsic properties or to the conditions in which they are investigated, allow for very strong simplifying assumptions, under which, nevertheless, those highly idealized models of reality are deemed to be in good correspondence with reality itself. Despite the enormous success that this methodology has had, the study of living and cognitive phenomena had to follow a very different road, because these phenomena are produced by systems whose underlying material structure and organization do not permit such crude approximations. Seen from the perspective of physics or chemistry, biological and cognitive systems are made of an enormous number of parts or elements interacting in non-linear and selective ways, which makes very difficult their tractability through mathematical models. In addition, many of those interacting elements are hierarchically organized, in a way that the “macroscopic” (observable) parts behave according to rules that cannot be, in practice, derived from simple principles at the level of their “microscopic” dynamics.. (shrink)

As the number of computational models of eye-movement control in reading increases, so too will their coverage and complexity. This will make their comparison and testing increasingly challenging. We argue here that there is a need to develop a methodology for constructing and evaluating such models, and outline aspects of a possible methodology.

How do common and rare genetic polymorphisms contribute to quantitative traits or disease risk and progression? Multiple human traits have been extensively characterized at the genomic level, revealing their complex genetic architecture. However, it is difficult to resolve the mechanisms by which specific variants contribute to a phenotype. Recently, analyses of variant effects on molecular traits have uncovered intermediate mechanisms that link sequence variation to phenotypic changes. Yet, these methods only capture a fraction of genetic contributions to phenotype. Here, in (...) reviewing the field, it is proposed that complex traits can be understood by characterizing the dynamics of biochemical networks within living cells, and that the effects of genetic variation can be captured on these networks by using protein–protein interaction (PPI) methodologies. This synergy between PPI methodologies and the genetics of complex traits opens new avenues to investigate the molecular etiology of human diseases and to facilitate their prevention or treatment. (shrink)

Taking the lead from complexity theory and complex systems methodology, the article argues that we are engaged in a contradictory process when encountering, analysing and dealing with complexity. We face opposite tendencies that indicate an in-built dynamic between the increase of complexity and its reduction. The increase partly comes through evolution, defined as the transmission of information and partly from the desire for a human-built world that functions more efficiently. The reduction of complexity is due (...) partly to the necessity of minimizing unwanted and unintended consequences of its increase, and partly due to the continued re-alignment between social systems and their environments. The article examines the public debate about human stem cell research, the debates in the 18th century about the free circulation of commodities and opinions, and the attempts to provide answers to the question debated between Einstein and Freud: why war? The article concludes by arguing that the plea for a re-alignment of scientific disciplines will not suffice. Instead, the study of the co-evolution between science and society offers itself as a strategic research site by focusing on the dynamic interplay between the increase of complexity and its reduction. (shrink)

This paper brings together cutting-edge, quantitative corpus methodologies and discourse analysis to explore the relationship between text complexity and subjectivity as descriptive features of opinionated language. We are specifically interested in how text complexity and markers of subjectivity and argumentation interact in opinionated discourse. Our contributions include the marriage of quantitative approaches to text complexity with corpus linguistic methods for the study of subjectivity, in addition to large-scale analyses of evaluative discourse. As our corpus, we use the (...) Simon Fraser Opinion and Comments Corpus, which comprises approximately 10,000 opinion articles and the corresponding reader comments from the Canadian online newspaper The Globe and Mail, as well as a parallel corpus of hard news articles also sampled from The Globe and Mail. Methodologically, we combine conditional inference trees with the analysis of random forests, an ensemble learning technique, to investigate the interplay between text complexity and subjectivity. Text complexity is defined in terms of Kolmogorov complexity, that is, the complexity of a text is measured based on its description length. In this approach, texts which can be described more efficiently are considered to be linguistically less complex. Thus, Kolmogorov complexity is a measure of structural surface redundancy. Our take on subjectivity is inspired by research in evaluative language, stance and Appraisal and defined as the expression of evaluation and opinion in language. Drawing on a sentiment analysis lexicon and the literature on stance markers, a custom set of subjectivity and argumentation markers is created. The results show that complexity can be a powerful tool in the classification of text into different text types, and that stance adverbials serve as distinctive features of subjectivity in online news comments. (shrink)

Due to the complexity of the cavity/vehicle and oscillation characteristics, streamlined shape integrated design of conventional fully wetted vehicles is not suitable for supercavitating vehicles. In this paper, a set of design criteria is highlighted to optimize the length and streamlined shape of a conical section subjected to realistic design constraints, which integrate the complex characteristics of the cavity/vehicle system under the condition of auto-oscillation of supercavitating vehicles. The auto-oscillation and its time-domain characteristics are determined. By deriving the equation (...) describing the cavity/vehicle relationship and identifying the maximum amplitude of the Euler angle, the cavity/vehicle tangent point criterion is proposed to determine the theoretical optimum value of the length of the conical section. A method of equal cross-sectional area for gas flow is proposed to design the streamlined shape of the conical section. Water tunnel and autonomous flight experiments were carried out to validate the feasibility of the design methodology developed in this work. (shrink)

Until quite recently questions about methodology in legal research have been largely confined to understanding the role of doctrinal research as a scholarly discipline. In turn this has involved asking questions not only about coverage but, fundamentally, questions about the identity of the discipline. Is it (mainly) descriptive, hermeneutical, or normative? Should it also be explanatory? Legal scholarship has been torn between, on the one hand, grasping the expanding reality of law and its context, and, on the other, reducing (...) this complex whole to manageable proportions. The purely internal analysis of a legal system, isolated from any societal context, remains an option, and is still seen in the approach of the French academy, but as law aims at ordering society and influencing human behaviour, this approach is felt by many scholars to be insufficient. Consequently many attempts have been made to conceive legal research differently. Social scientific and comparative approaches have proven fruitful. However, does the introduction of other approaches leave merely a residue of 'legal doctrine', to which pockets of social sciences can be added, or should legal doctrine be merged with the social sciences? What would such a broad interdisciplinary field look like and what would its methods be? This book is an attempt to answer some of these questions. (shrink)

In this article I provide an account of the way in which the domain of spoken communication is metaphorically constructed in English, on the basis of the analysis of over 450 metaphorical references to speech activity in a corpus of contemporary written British English. I show how spoken communication is mainly structured via a set of source domains that conventionally apply to a wide variety of target domains, such as the source domains of MOTION, PHYSICAL TRANSFER, PHYSICAL CONSTRUCTION, and PHYSICAL (...) SUPPORT. Each of these source domains structures a particular aspect of speech activity, such as the achievement of communicative goals, the expression of meanings and ideas, the performance of speech acts, the negotiation of mutual relationships, and so on. I suggest that the particular conceptual mappings that underlie the main patterns in my data are best seen in terms of Grady's (1997) notion of primary metaphors, that is, as simple, basic mappings that have a firm experiential basis and that apply to a wide range of different areas of experience (e.g., "HELP/ASSISTANCE IS SUPPORT"). However, I also show that the main primary metaphors involved in structuring the domain of speech activity can be combined into a single overall physical scenario in which interactants can move in different directions, place themselves in different positions in relation to each other, come into contact with each other in different ways, physically produce texts/utterances/speech acts, physically pass texts/utterances/speech acts to each other, and make meanings visible to each other in different ways. Finally, I argue that a corpus-based methodology has much to offer to metaphor research, particularly in the extrapolation of conceptual metaphors from linguistic data. (shrink)

The paper is devoted to the analysis and identification of new philosophical aspects of the problem of justification of modern mathematics according to which to the end of the 20th century the most exact of sciences had experienced new shocks associated with the crisis of excessive complexity of the mathematical theories. In the context of justification of mathematics philosophical conclusion consists in the fact that from a methodological point of view for general assessment of whether mathematics is developed or (...) not just the lack of crises is more negative phenomenon than its too long trouble-free state. Accomplished fact is that a computer can be regarded as one of the serious revolutionary technological inventions of the last century, which has had a huge influence on mathematics. In this development of progress of contemporary mathematics, more precisely, in its instrumental technologies the new philosophical problems are revealed - this is the role of computers and the new standards of mathematical thinking. In addition, with the development of contemporary mathematics and the emergence of increasingly complicated and long proofs, they lose their methodological advantage - the property of visibility and convincingness. Within the philosophy of mathematics this problem has not been discussed yet, possibly because the leading mathematicians haven’t expressed their opinions on the subject. After that, we can wait for a methodologically important period clarifying details, which can make the process itself foundations of mathematics philosophical consummation as the crisis complexity; in mathematics it is not a ‘systemic crisis‘ carrying the potential danger of the destruction of all mathematical knowledge. (shrink)

This review-essay explores the theoretical and methodological innovations of Richard Godden’s William Faulkner, arguing that it makes a signal contribution to historical materialism in literary studies. The article focuses on Godden’s concept of ‘generative structure’, and relates the term to earlier usages by Aglietta and Jameson. After summarising the close readings of Faulkner’s texts performed by Godden, the article suggests an expanded rôle for biography in making the linkages between economy, psyche and text which form the basis of Godden’s analysis.

The development of improved methods for genome‐wide association studies (GWAS) for genetics of quantitative traits has been an active area of research during the last 25 years. This activity initially started with the use of mixed linear model (MLM), which was variously modified. During the last decade, however, with the availability of high throughput next generation sequencing (NGS) technology, development and use of pangenomes and novel markers including structural variations (SVs) and k‐mers for GWAS has taken over as a new (...) thrust area of research. Pangenomes and SVs are now available in humans, livestock, and a number of plant species, so that these resources along with k‐mers are being used in GWAS for exploring additional genetic variation that was hitherto not available for analysis. These developments have resulted in significant improvement in GWAS methodology for detection of marker‐trait associations (MTAs) that are relevant to human healthcare and crop improvement. (shrink)

Universalism in science, when conceived in methodological terms, leads to the problem of the limits of science. On the one hand, there is “methodological imperialism” which in principle involves a form of universalism. On the other hand, there is the multivariate complexity – structural and dynamic, as well as epistemological and ontological – which represents a huge problem for methodological universalism, as may be seen with the obstacles for scientific prediction. Within the context of the limits of science, there (...) is a better understanding of the issues of expansionism and imperialism. 1. Varieties of Methodological Universalism 1.1. Levels of Methodological Analysis 1.2. The Historical Dimension 2. The Limits for Methodological Universalism: The Problem of Complexity 2.1. Obstacles to Methodological Universalism Due to Complexity 2.2. Methodological Universalism and the Obstacles to Predictors from the Angle of Complexity 3. Coda: Limits of Science, Expansionism and Imperialism. (shrink)

Woodger first gives a rough account of the "Boole-Frege" movement in modern logic and persuasively argues as to the importance of formalized language-systems for the methodology of science. Some of these arguments are as follows: A natural language such as English, he notes, "is not only used for purposes of communication in the scientific sense. It is also used for the writing of poetry, for religious devotion, for political controversy, and for persuading people to buy some of the products (...) of industrial activity which they would not otherwise want. But these pursuits make demands upon language which are very different from those made by science. The requirements of science prove on investigation to be quite surprisingly meagre and the excessive riches of a natural language like English are a source of embarrassment. They tempt us to employ linguistic devices borrowed from extra-scientific usages which can have unfortunate consequences. Metaphors, for example, with which some branches of biology abound, are often suggestive and may be harmless enough if they are recognized for what they are. But at best they are makeshifts and substitutes for genuine biological statements, and the fact that recourse is had to them is surely a sign of immaturity. Science demands great linguistic austerity and discipline, and the canons of good style in scientific writing are different from those of good writing in other kinds of literature." Another argument is that "sooner or later the linguistic habits of everyday life will cease to do justice to... the... increasing complexity and novelty of observation and hypothesis." A third argument is that scientific language is used not only for the purpose of communication, for recording observations, or for formulating general laws or hypotheses. It is also used for calculation and the unearthing of the consequences of our assumptions. The logic underlying a formalized language is explicitly designed to enable us to calculate easily and efficiently. The important, and now thoroughly established, methodological distinction between object-language and meta-language is blurred for natural language and is best maintained in terms of formalized language-systems. And, finally, in natural language the important distinction between syntax and semantics also tends to be blurred. "From both the syntactical and the semantical points of view natural languages are incredibly complicated and unruly. The rules of ordinary gram mar are quite insufficient from the standpoint of the requirements of science, and the problems connected with meaning and truth in relation to natural languages are enormously complicated and perhaps insoluble.". (shrink)

Psychological research has generally suffered from methodological fundamentalism, which is an overly strict interpretation of what is considered “scientific” and has created a psychology of triviality. Methodological fundamentalism often constricts the study of a complex dynamic psychology that encompasses both observed and unobserved reality with interacting and interdependent variables. In Against Method, Feyerabend (1993) posits there could be no set scientific method and that great scientists are methodological opportunists who use any methodology that helps with discovery. As opposed to (...) Fisher’s (1925) arbitrary, categorical standard of p<.05, I suggest as a strength of a scientific finding the review of confidence levels of across various populations, methods, measures and forms of analyses. Eventually, I hope that an unbiased computer analysis of studies can guide researchers as to what theories show high confidence levels across various populations, methods, measures and forms of analyses and suggest the next step to advance the science. (shrink)

Following Aristotle (who himself was following Parmenides), philosophers have appealed to the distributional reflexes of expressions in determining their semantic status, and ultimately, the nature of the extra-linguistic world. This methodology has been practiced throughout the history of philosophy; it was clarified and made popular by the likes of Zeno Vendler and J.L. Austin, and is realized today in the toolbox of linguistically minded philosophers. Studying the syntax of natural language was fueled by the belief that there is a (...) conceptually tight connection between the syntax of our language and its semantics, and the belief that there is a similarly tight connection between the semantics of our language and metaphysical facts about the world. We are less confident than our colleagues about the relation syntax has to semantics and metaphysics. In particular, we do not believe that the current status of theoretical syntax (or semantics or metaphysics) provides much support for either of the above two beliefs. We will illustrate our view with a case study regarding the status of complex demonstratives. We will show that a recent and particularly subtle syntactically based argument for the semantic/metaphysical status of complex demonstratives does not in fact show what semantic category complex demonstratives are in. Since the devil always lies in the details, we cannot extract a general method for undermining any argument that is similar in spirit. However, our case study will act as a cautionary note against any theory that attempts to derive important philosophical consequences from the shapes of sentences. (shrink)

Understanding individual differences in cognitive performance is an important part of understanding how variations in underlying cognitive processes can result in variations in task performance. However, the exploration of individual differences in the components of the decision process—such as cognitive processing speed, response caution, and motor execution speed—in previous research has been limited. Here, we assess the heritability of the components of the decision process, with heritability having been a common aspect of individual differences research within other areas of cognition. (...) Importantly, a limitation of previous work on cognitive heritability is the underlying assumption that variability in response times solely reflects variability in the speed of cognitive processing. This assumption has been problematic in other domains, due to the confounding effects of caution and motor execution speed on observed response times. We extend a cognitive model of decision‐making to account for relatedness structure in a twin study paradigm. This approach can separately quantify different contributions to the heritability of response time. Using data from the Human Connectome Project, we find strong evidence for the heritability of response caution, and more ambiguous evidence for the heritability of cognitive processing speed and motor execution speed. Our study suggests that the assumption made in previous studies—that the heritability of cognitive ability is based on cognitive processing speed—may be incorrect. More generally, our methodology provides a useful avenue for future research in complex data that aims to analyze cognitive traits across different sources of related data, whether the relation is between people, tasks, experimental phases, or methods of measurement. (shrink)

Following Aristotle (who himself was following Parmenides), philosophers have appealed to the distributional reflexes of expressions in determining their semantic status, and ultimately, the nature of the extra-linguistic world. This methodology has been practiced throughout the history of philosophy; it was clarified and made popular by the likes of Zeno Vendler and J.L. Austin, and is realized today in the toolbox of linguistically minded philosophers. Studying the syntax of natural language was fueled by the belief that there is a (...) conceptually tight connection between the syntax of our language and its semantics, and the belief that there is a similarly tight connection between the semantics of our language and metaphysical facts about the world. We are less confident than our colleagues about the relation syntax has to semantics and metaphysics. In particular, we do not believe that the current status of theoretical syntax (or semantics or metaphysics) provides much support for either of the above two beliefs. We will illustrate our view with a case study regarding the status of complex demonstratives. We will show that a recent and particularly subtle syntactically based argument for the semantic/metaphysical status of complex demonstratives does not in fact show what semantic category complex demonstratives are.. (shrink)

Factorial surveys integrate elements of survey research and classical experiments. Using a large number of respondents in a controlled setting, FSs approximate complex and realistic judgment situations through so-called vignettes—that is, carefully designed descriptions of hypothetical people, social situations, or scenarios. Despite being rooted, and predominantly applied, in sociology, FSs are particularly promising for business and society scholars. Given the multiplicity, inherent complexity, and sometimes fuzziness of B&S research objects, conventional research methods inevitably reach their limits. This article, therefore, (...) systematically presents methodological and thematic opportunities for FS studies in B&S research. It is argued that FSs are well suited to dealing with the complex interplay of societal-, organizational-, and individual-level factors in B&S research and to studying the principles underlying human perceptions, attitudes, values, social norms, and behavior. The application of the FS method is illustrated based on a showcase example in the realm of socially responsible investments. As the literature on the conceptualization of FSs is limited, methodological challenges are addressed to guide B&S researchers past the common methodological pitfalls. (shrink)

Modern science is, to a large extent, a model-building activity. But how are models contructed? How are they related to theories and data? How do they explain complex scientific phenomena, and which role do computer simulations play here? These questions have kept philosophers of science busy for many years, and much work has been done to identify modeling as the central activity of theoretical science. At the same time, these questions have been addressed by methodologically-minded scientists, albeit from a different (...) point of view. While philosophers typically have an eye on general aspects of scientific modeling, scientists typically take their own science as the starting point and are often more concerned with specific methodological problems. There is, however, also much common ground in middle, where philosophers and scientists can engage in a productive dialogue, as the present volume demonstrates. To do so, the editors of this volume have invited eight leading scientists from cosmology, climate science, social science, chemical engeneering and neuroscience to reflect upon their modeling work, and eight philosophers of science to provide a commentary. (shrink)

Complexity theory challenges educational philosophy to reconsider accepted paradigms of teaching, learning and educational research. However, though attractive, not least because of its critique of positivism, its affinity to Dewey and Habermas, and its arguments for openness, diversity, relationships, agency and creativity, the theory is not without its difficulties. These are seen to lie in terms of complexity theory's nature, status, methodology, utility and contribution to the philosophy of education, being a descriptive theory that is easily misunderstood (...) as a prescriptive theory, silent on key issues of values and ethics that educational philosophy should embrace, of questionable internal consistency, and of limited ‘added value’ in educational philosophy. The paper sets out key tenets of complexity theory and argues that, though it is useful for educational philosophy, it requires new conceptual tools and mind‐sets to comprehend fully its significance. (shrink)

Methodological strategies for the identification and synthesis of ‘evidence’ to support decision‐making in relation to complex healthcare systems and practices This paper addresses the limitations of current methods supporting ‘evidence‐based health‐care’ in relation to complex aspects of care, including those questions that are best supported by descriptive or non‐empirical evidence. The paper identifies some new methods, which may be useful in aiding the synthesis of data in these areas. The methods detailed are broadly divided into those that facilitate the identification (...) of evidence and those that enable the interpretation of the data retrieved. To illustrate some of the issues involved, reference is made to a multimethod review recently completed by the authors, which aimed to identify factors that promote continuity in the transition from child to adult health and social care. It is argued that as healthcare organisations are becoming increasingly preoccupied with the evidence base of practice, such methods may help ensure that aspects of care and approaches that are outside the dominant pharmaco‐medical domain maintain a prominent position on the healthcare agenda while remaining open to external scrutiny. Healthcare professionals who use such approaches need to know their relative utility and benefits to inform clinical decisions, so as to ensure that best practice is observed. (shrink)

This paper proposes a new perspective on the methodology of qualitative inquiry in ethics, especially the interaction between empirical work and theory development, and introduces standards to evaluate the quality of this inquiry and its findings. The kind of qualitative inquiry the authors are proposing brings to light what participants in practices of care and welfare do and refrain from doing, and what they undergo, in order to offer ‘stepping stones’, political-ethical insights that originate in the practice studied and (...) enable practitioners to deal with newly emerging moral issues. As the authors’ aim is to study real-life complexity of inevitably morally imprinted care processes, their empirical material typically consists of extensive and comprehensive descriptions of exemplary cases. For their research aim the number of cases is not decisive, as long as the rigorous analysis of the cases studied provides innovative theoretical insights into the practice studied. Another quality criterion of what they propose that should be called ‘N=N case studies’ is the approval the findings receive from the participants in the practice studied. (shrink)

Genesis of the scientific ideas and views on intellectual capital is characterized by various approaches highlighting the role of knowledge, skill and professional employees as a form of productive capital. This tendency is mostly revealed at the present stage of economic science development in transiting to an information society. In these conditions the holistic study of intellectual capital requires an expansion of the methodological research base using the evolutionary theory of economic development of the world community, general theory of complex (...) systems, theory of informational economics and other disciplines. Moreover, in Russia there are a number of problems associated with creating a necessary institutional and regulatory environment for protecting the intellectual property. According to the authors, the study of the intellectual capital is necessary from the institutional analysis perspective, as it allows to more accurately determine the current state of the legal status of intellectual assets in the economic activity of an enterprise. (shrink)

This chapter aims to offer a brief survey of the methodology of the current volume. The foremost issue that requires particular clarification is the terminology of gongsheng. The reader will notice that not all contributions of this volume are using the term “gongsheng” literally. In the first half of the chapter, I explain how we employ a systematic treatment of this terminological issue during the editing of this volume. Since the research topics of this volume are significantly diverse, an (...) illustration of its layout and its overall research background is offered. As this volume aims to explore the philosophical significance of the concept of gongsheng, I will also elaborate on the philosophical implications of our methodology. This will be the task of the second half of the chapter: I will discuss some philosophical complexities concerning the topic (dis-)continuity of this volume and then briefly examine its metaphysical implications. (shrink)

This paper investigates the intersection of cognitive sciences and social network theory and its counterpart, the complexity sciences, aiming to shed light on the compatibility and potential integration of these frameworks into institutional theory. Institutional scholars have for long selectively adopted notions linked with the cognitive sciences and complexity sciences, such as the notion of path dependence, without exploring the broader implications of systematically integrating such perspectives into institutionalism. This paper aims to advance such a comprehensive theoretical integration, (...) by investigating the effective combination of these approaches and their significant implications. It shows how the complexity sciences contribute to dissolving the barriers between the cognitive and social realms and illustrates how this impacts notions of human agency and reflexivity. Theoretical integration also involves acknowledging considerable diversity in individual human agency, which in turn prompts a reconsideration of how notions of institutional stability, change, diffusion and adaptation are understood. Furthermore, the paper addresses the epistemological challenge presented by the complexity sciences, before it highlights the general relevance of institutional theory in analyzing complex social phenomena. Finally, the paper explores implications for research methodology, proposing that a fusion of institutional theory and the complexity sciences provides a metatheoretical framework for assessing the contextual suitability of different theoretical and methodological approaches. (shrink)

The decline of classical epistemology on unity-identity-totality shows it becomes more urgent to leave formal conventionalism behind, and to use a new diverging language. Every scientist must feel the emotion of the beginner. Nevertheless, we must not have illusions. Pure observation does not exist. Moreover, there are no laws that can remove the asymmetries of a system. The knowledge and scientific practice free themselves from the obsession of clarity, of linearity and from the idea of evolution that follows and precedes (...) through pre-determined ways and versions. What we need is a multiple, connected intellection that allows us to look at science and at the world without the distorting effect of ingenuous methodologies and classifications that, if on the one hand put us at our ease, on the other hand keep us from the knowledge of things. (shrink)

ABSTRACTFew papers have offered clear guidance for the application of critical realism to empirical studies, particularly in the research field of entrepreneurship. The purpose of this paper is to critically review how the methodological principles used to conduct CR-based research can be applied in empirical studies and to develop a critical realist case study research design to guide empirical work in entrepreneurship. I demonstrate the value of a CR-informed approach in empirical studies by drawing on a qualitative case study that (...) explains the reality of entrepreneurial opportunities. My inclusion of the three domains of reality and various data analysis techniques within the process of conceptual abstraction and retroduction contributes a distinctive methodological development in this field, which illustrates how CR can work in an applied setting to explain competing theories. Such a research design enables us to conduct empirical studies and provide comprehensive causal explanations of complex s... (shrink)

Research involving migrant youth involves navigating and negotiating complex challenges in order to uphold their rights and dignity, but also all while maintaining scientific rigour. COVID-19 has changed the global landscape within many domains and has increasingly highlighted inequities that exist. With restrictions focusing on maintaining physical distancing set in place to curb the spread of the virus, conducting in-person research becomes complicated. This article reflects on the ethical and methodological challenges encountered when conducting qualitative research during the pandemic with (...) Syrian migrant youth who are resettled in Canada. The three areas discussed from the study are recruitment, informed consent and managing the interviews. Special attention to culture as being part of the study’s methodology as an active reflexive process is also highlighted. The goal of this article is to contribute to the growing understanding of complexities of conducting research during COVID-19 with populations which have layered vulnerabilities, such as migrant youth. This article hopes that the reflections may help future researchers in conducting their research during this pandemic by being cognizant of both the ethical and methodological challenges discussed. (shrink)