Abstract
The increase of investigations regarding digital systems for the social structure mapping leads to dynamizing previously rigidly recorded processes or deliberately ignored ones. Such processes include, among others, matters with a social context, which have been difficult to describe in mathematical terms. This investigation is an integral part of explanatory research on the digital representation of an organization. The main purpose of the study is to investigate the literary sources and approaches to find the determinants of a general surrogate model, to identify the required parameters and their mathematical contents as well, as to design a surrogate model construct capable of application to different digital organizational systems, independent of the dominant behavioral and decision-making pattern of the lead unit. The relevance of this scientific problem decision is that recently, an increasingly vast number of research investigations on the digitization of anthropological systems is being done. The modeling of the leadership surrogate model is a part of our research on the digitization of organizational systems. Investigation of the topic is carried out in the following logical sequence: analysis of scientific publications on the researched subject and model creation. This part consists of successive steps: abstraction of a real system of management units and the delimitation of the indicated topics, definition of constraints for further simplification of the surrogate model, model construction, establishment of model-describing formalism, and obtaining the exact surrogate model based on the dataset. Since our surrogate model has a general character, the last step was described only indicatively. Nevertheless, we consider this to be a tremendous potential extension for the following investigations on different scenarios. The research results can be useful for other scientists searching for research on the mathematical representations of the leadership model, the surrogate model for the leadership unit, and practitioners who intend to implement the leadership model in the digital organization system. The additional parameters can complement the created surrogate model; respectively the considered parameters can be calculated or measured by other methods. Keywords: Digital Organizational Systems, Leadership Model, Surrogate Model, Mathematical Model.
Highlights
As the degree of digitalization increases, the company, and its environment change, increasing the complexity of work tasks
We do not differentiate between management and leadership functions, since in many cases these are executed by the leadership unit
The model we have developed offers the possibility of implementation in the digital organizational system with minimal adaptation and post-processing
Summary
As the degree of digitalization increases, the company, and its environment change, increasing the complexity of work tasks. The parameters must be related through particular mathematical operations to digitize the relationships in the processes For this purpose, we have studied numerous publications and selected the necessary mathematical models. We have studied numerous publications and selected the necessary mathematical models These can be implemented with particular adaptation in developed software solutions for organization and management systems. Most of these models do not distinguish between management and leadership and focus on the key differentiators. The surrogate models are applied to reproduce the real behaviour of a system and its components. It accounts for a certain degree of abstraction that results from dynamics that are still unknown or difficult to model
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