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Purpose – To show that Hayek's prescient concepts on the cerebral cortex have received substantial support from modern neuroscience.

Methodology – Update the terminology of The Sensory Order to adjust it to prevalent concepts of cognitive network, plasticity, association, connectivity, and cortical dynamics. Extend his concepts of perception to other cognitive functions, notably memory. Reveal significance of modern methods to study the formation and organization of cognitive cortical networks (cognits), applying the same basic methodologies that he applied to perception. He also applied those methodologies to knowledge transactions in economics and the social order.

Findings – As Hayek proposed or assumed in his theoretical monograph:•Cognitive networks are spontaneously formed by associations (connections) between neuronal assemblies representing simultaneous elementary sensations.•Perceiving is classifying the world into categories of objects defined by those associations, in accord with a relational code.•Networks are hierarchically organized, with smaller networks constituting, and nested within, larger ones.•After formed and organized, a network becomes memory, which will make and shape future perception.•The interactions between the organism and its environment are governed by the perception/action (PA) cycle, a concept intuited by Hayek. This is the cybernetic interplay between the mammalian organism and its environment that courses through perceptual and executive networks of the cortex.•The dialog with an interlocutor epitomizes the PA cycle of language, unique to the human.

Social Implications – The brain embodies structure and dynamics similar to those relating the individual to society. They include a complex adaptive system, the cerebral cortex, which engages the brains of others through the PA cycle. Language is the highest operation of that cycle at interpersonal level. Transactions of knowledge within the cortex are similar to those of the market place, with their attributes of spontaneity, self-organization, and incompleteness.

Originality/Value of paper – This paper is unusual in that it highlights: (a) the insight of Hayek in cognitive neuroscience, anticipating by several decades the verification of his thinking on the role of the cerebral cortex in knowledge utilization and storage; and (b) the value for brain science of the principles of organization of knowledge that Hayek successfully applied to social sciences.

This paper seeks to apply a systemic approach to study human‐map‐space interactions that will benefit the design of a wayfinding map.

This paper presents a case study that was based on Van Bockstaele et al.'s sociocybernetic theory as a research framework to map study. Van Bockstaele et al.'s theory suggests that an individual's behaviour derives from a cognitive system that consists of latent (background thinking process) and patent (amplified language or action that communicates with the public) action. To observe and understand an individual's action, the observer must also consider cognitive systems. Applying this theory, the process of individuals using maps to solve wayfinding tasks within the City of Fremantle, Western Australia was observed. The study involved observing 30 international students who use three maps, each of which presents iconic, symbolic, and iconic and symbolic representations, to locate four destinations in the city.

Findings suggest that external systems such as maps and the actual environment affect an individual's latent and patent actions, while their behaviour affects the way they perceive the external systems.

This paper addresses the complexity of systems involved in the process of an individual using maps to solve wayfinding tasks in the actual environment.

This study provides graphic and information designers with a substantial understanding of human‐map‐space interactions based on systemic perspectives.

The application of sociocybernetics is uncommon in map studies. This paper provides a link between the two disciplines.

The aim of this study is to take a construct validation approach toward developing and testing a parsimonious, yet comprehensive, higher‐order factor model of arbitrator acceptability that helps to identify what matters most in the arbitrator selection process.

The paper uses structural equation modeling (SEM) techniques to examine data from a sample of union advocates attending an arbitration conference to test a hypothesized model of arbitrator acceptability that includes procedural justice, experience, and education as first‐order indicators of arbitrator acceptability. Three competing alternative models that add age, race/gender, and distributive justice, respectively, to the hypothesized model as an additional indicator of arbitrator acceptability were also examined.

Results suggest that the hypothesized model is the best fitting of the four models tested. In addition, the path coefficients of the added paths in each of the alternative models were non‐significant.

Knowledge regarding the relative importance of the various factors involved in arbitrator acceptability will be of interest to future researchers in determining which variables to study in arbitrator selection research as well as to practitioners seeking to better understand and manage the complex arbitrator selection process.

This study makes an important contribution to the literature by being among the first to examine both arbitrator characteristics and organizational justice concepts simultaneously in a single model. This study also takes an important step toward more clearly defining and validating the arbitrator acceptability construct. Finally, this study helps to provide an answer to the question of what matters most in the arbitrator selection process.

This study aims to investigate the impact of skills and knowledge of employees, economic situations of the company, current IT infrastructure, payment fashion, cloud availability, and cloud privacy and security on the productivity of the human resources in the COVID-19 era.

Over the past few years, the advent of cloud-assisted technologies has dramatically advanced the Information Technology (IT)-based industries by providing everything as a service. Cloud computing is recognized as a growing technology among companies around the world. One of the most critical cloud applications is deploying systems and organizational resources, especially systems whose deployment costs are high. Manpower is one of the basic and vital resources of the organization, and organizations need an efficient workforce to achieve their goals. But, in the COVID-19 era, human resources' productivity can be reduced due to stress, high labor force, reduced organizational performance and profits, unfavorable organizational conditions, inability to manage and lack of training. Therefore, this study tries to investigate the productivity of human resources in the COVID-19 era. Data were collected from the medium-sized companies through a questionnaire. Distributed questionnaires were conducted on the Likert scale. The model is assessed using the structural equation modeling technique to examine its reliability and validity. The study is a library method and literature review. A case study was conducted through a questionnaire and statistical analysis by SPSS 25 and SMART-PLS.

Based on the findings, the skills and knowledge of employees, the economic situations of the company, payment fashion, cloud availability and the current IT infrastructures of the company have a positive impact on human resource efficiency in the COVID-19 era. But cloud privacy and security have a negative effect on the productivity of human resources. The findings can be the basis for companies and organizations in the COVID-19 era.

This study has some restrictions that need to be considered in evaluating the obtained results. First, due to the prevalence of Coronavirus, access to information from the companies under study was limited. Second, this research may have overlooked other variables that affect human resource productivity in the COVID-19 era. Prospective researchers can examine the impact of Customer Relationship Management (CRM) and Supply Chain Management (SCM) on the human resource's productivity in the COVID-19 era.

The results of this research are applicable for all companies, their departments and human resources in the COVID-19 era.

In this paper, human resources' productivity in the COVID-19 era is pointed out. The presented new model provides a complete framework for investigating cloud-based enterprise resource planning systems affect the productivity of human resources in the COVID-19 era.

Information and communications technology (ICT) offers enormous opportunities for individuals, businesses and society. The application of ICT is equally important to economic and non-economic activities. Researchers have increasingly focused on the adoption and use of ICT by small and medium enterprises (SMEs) as the economic development of a country is largely dependent on them. Following the success of ICT utilisation in SMEs in developed countries, many developing countries are looking to utilise the potential of the technology to develop SMEs. Past studies have shown that the contribution of ICT to the performance of SMEs is not clear and certain. Thus, it is crucial to determine the effectiveness of ICT in generating firm performance since this has implications for SMEs’ expenditure on the technology. This research examines the diffusion of ICT among SMEs with respect to the typical stages from innovation adoption to post-adoption, by analysing the actual usage of ICT and value creation. The mediating effects of integration and utilisation on SME performance are also studied. Grounded in the innovation diffusion literature, institutional theory and resource-based theory, this study has developed a comprehensive integrated research model focused on the research objectives. Following a positivist research paradigm, this study employs a mixed-method research approach. A preliminary conceptual framework is developed through an extensive literature review and is refined by results from an in-depth field study. During the field study, a total of 11 SME owners or decision-makers were interviewed. The recorded interviews were transcribed and analysed using NVivo 10 to refine the model to develop the research hypotheses. The final research model is composed of 30 first-order and five higher-order constructs which involve both reflective and formative measures. Partial least squares-based structural equation modelling (PLS-SEM) is employed to test the theoretical model with a cross-sectional data set of 282 SMEs in Bangladesh. Survey data were collected using a structured questionnaire issued to SMEs selected by applying a stratified random sampling technique. The structural equation modelling utilises a two-step procedure of data analysis. Prior to estimating the structural model, the measurement model is examined for construct validity of the study variables (i.e. convergent and discriminant validity).

The estimates show cognitive evaluation as an important antecedent for expectation which is shaped primarily by the entrepreneurs’ beliefs (perception) and also influenced by the owners’ innovativeness and culture. Culture further influences expectation. The study finds that facilitating condition, environmental pressure and country readiness are important antecedents of expectation and ICT use. The results also reveal that integration and the degree of ICT utilisation significantly affect SMEs’ performance. Surprisingly, the findings do not reveal any significant impact of ICT usage on performance which apparently suggests the possibility of the ICT productivity paradox. However, the analysis finally proves the non-existence of the paradox by demonstrating the mediating role of ICT integration and degree of utilisation explain the influence of information technology (IT) usage on firm performance which is consistent with the resource-based theory. The results suggest that the use of ICT can enhance SMEs’ performance if the technology is integrated and properly utilised. SME owners or managers, interested stakeholders and policy makers may follow the study’s outcomes and focus on ICT integration and degree of utilisation with a view to attaining superior organisational performance.

This study urges concerned business enterprises and government to look at the environmental and cultural factors with a view to achieving ICT usage success in terms of enhanced firm performance. In particular, improving organisational practices and procedures by eliminating the traditional power distance inside organisations and implementing necessary rules and regulations are important actions for managing environmental and cultural uncertainties. The application of a Bengali user interface may help to ensure the productivity of ICT use by SMEs in Bangladesh. Establishing a favourable national technology infrastructure and legal environment may contribute positively to improving the overall situation. This study also suggests some changes and modifications in the country’s existing policies and strategies. The government and policy makers should undertake mass promotional programs to disseminate information about the various uses of computers and their contribution in developing better organisational performance. Organising specialised training programs for SME capacity building may succeed in attaining the motivation for SMEs to use ICT. Ensuring easy access to the technology by providing loans, grants and subsidies is important. Various stakeholders, partners and related organisations should come forward to support government policies and priorities in order to ensure the productive use of ICT among SMEs which finally will help to foster Bangladesh’s economic development.

Drawing on job crafting theory and the social cognitive theory of work satisfaction, the purpose of this study is to examine the impacts of task, relational and cognitive crafting on job satisfaction and how occupational self-efficacy (OSE) and hierarchical organizational culture affect the execution and outcome of job crafting behaviors.

Data were collected at four time points among Chinese media professionals (N = 198) during three consecutive months. Regression analysis and the bootstrap method were used for hypothesis testing.

Only cognitive crafting was found to mediate the positive relationship between OSE and job satisfaction. In a hierarchical organizational culture, the positive effects of OSE on task, relational and cognitive crafting became stronger, while the effect of task crafting on job satisfaction became negative. The authors also identified a conditional negative effect of OSE on job satisfaction via task crafting. The mediating effect of cognitive crafting was consistent despite the levels of hierarchical culture.

To retain new hires, organizations should look for efficacious individuals and encourage the individuals to cognitively craft individuals' jobs, especially in a hierarchical culture. Moreover, job crafting interventions should be carefully designed in this type of culture.

This research identifies the three dimensions of job crafting as mediators that link OSE to job satisfaction and reveals the role of hierarchical culture in moderating these relationships.

The purpose of this paper is to address hierarchies in a large program of projects. It explores cultivation of communities of practice (CoP) within a hierarchical client organization that manages multi-billion-euro infrastructure programs and projects.

This paper is based on an exploratory longitudinal case study approach involving action research. In-depth semi-structured interviews, company records, industry reports and observation from a case study in the hierarchical bureaucracy were translated into the language of cognitive maps for software analysis and subsequent interpretation.

The findings highlight the importance of hierarchy constraints and program management practices in project-based firms. The involvement of senior management in CoP cultivation reinforced the community’s contribution to strategic value creation in the firm under scrutiny.

This paper mobilizes the concepts of boundary spanning and loose coupling as a way of analyzing the role of CoPs in bureaucratic hierarchies to promote learning and knowledge transfer. The results of the study suggest that application of those concepts can contribute to sustainability of CoPs in hierarchical organizations by giving them social space to span horizontal and vertical boundaries.

The authors practically contribute to the field by demonstrating the process and the impact of CoP sponsors’ engagement in their cultivation. This was enabled through the research-oriented action research component. The paper also concludes that cognitive mapping may provide a useful addition to engaged research, potentially simulating and influencing change in practice.

The academic contribution concerns understanding the roles of hierarchies, program management and CoP cultivation in project-based firms. It offers clear guidelines for managers of hierarchical bureaucracies to cultivate CoPs to address hierarchical constraints and how CoPs differ in organizational form.

Business model innovation is a key element for firms' competitiveness. Its development can be supported by the establishment of an actor-oriented scheme to overcome hierarchical structures. The actor-oriented scheme is characterized by intra-organizational networks of relationships that can be established and dissolved between individuals. However, we lack an empirical perspective about its establishment; therefore, the purpose of this research is to advance our understanding of intra-organizational networks for supporting business model innovation.

Individuals create and manage knowledge aimed to innovate the business model through cognitive search and experiential learning mechanisms. Knowledge is spread within organizations by using intra-organizational advice networks, whose patterns reflect the presence of an actor-oriented scheme. This work applies social network analysis to network data from a multi-unit organization specializing in personal care services. We use a Logistic Regression-Quadratic Assignment Procedure to analyze intra-organizational network data on managers' advice exchange related to the learning modes of cognitive search and experiential learning.

Our research empirically identifies the main elements of an actor-oriented scheme in a business model innovation process. We find that managers are able to self-organize, because they are not influenced by their organizational roles, and that commons for sharing resources and protocols, processes and infrastructures enable advice exchange, thus showing the presence of an actor-oriented scheme in business model innovation process.

This research is based on a cross-sectional database. A longitudinal study would provide a better understanding of the network evolution characterizing the innovation process.

The results of our study support organizational decision-making for business model innovation.

This study provides empirical evidence of how an actor-oriented scheme emerges in a business model innovation process.

This paper illuminates the distinction between individual and organizational actors in business-to-business markets as well as the coexistence of formal and informal mechanisms of coordination in multinational corporations. The main questions addressed include the following. (1) What factors influence the occurrence of personal contacts of foreign subsidiary managers in industrial multinational corporations? (2) How such personal contacts enable coordination in industrial markets and within multinational firms? The theoretical context of the paper is based on: (1) the interaction approach to industrial markets, (2) the network approach to industrial markets, and (3) the process approach to multinational management. The unit of analysis is the foreign subsidiary manager as the focal actor of a contact network. The paper is empirically focused on Portuguese sales subsidiaries of Finnish multinational corporations, which are managed by either a parent country national (Finnish), a host country national (Portuguese) or a third country national. The paper suggests eight scenarios of individual dependence and uncertainty, which are determined by individual, organizational, and/or market factors. Such scenarios are, in turn, thought to require personal contacts with specific functions. The paper suggests eight interpersonal roles of foreign subsidiary managers, by which the functions of their personal contacts enable inter-firm coordination in industrial markets. In addition, the paper suggests eight propositions on how the functions of their personal contacts enable centralization, formalization, socialization and horizontal communication in multinational corporations.

Despite the growing importance and complexity of modern supply chains, little scholarly attention has been devoted to cognitive processes in supply chain management (SCM). In particular, we know little about the structure of supply chain managers’ cognitive frames and how differences between frames affect sustainable supply chain management (SSCM).

Given the relative scarcity of the topic, this paper uses a conceptual approach. Building on prior literature from cognitive psychology and related areas, it develops ideal types of cognitive frames with which supply chain managers approach sustainability-related decisions.

This study first develops three ideal-type cognitive frames – unidimensional, hierarchical and paradoxical. This paper then shows that it makes a difference which one of these a supply chain manager holds when addressing issues related to sustainable supply. Thereafter, this study discusses the antecedents that can explain why a manager holds a particular cognitive frame.

This paper represents one of the first analyses of how the structure of a supply chain manager’s cognitive frame impacts their firm’s sustainable supply initiatives. Although developed with regard to SSCM, the arguments have implications for other management areas too, not least for the education of future SCM professionals.

Given their boundary-spanning role, attention to the cognitive processes of supply chain managers is crucial to understanding the conditions under which firms can address sustainability challenges in their supply chains.