.3 Theoretical Framework
Systems Theory as the Foundational Lens for AfCFTA-Ready Logistics in Uganda
Systems Theory, as articulated by Ludwig von Bertalanffy (1968) and subsequently refined in organisational and socio-technical contexts by Kast and Rosenzweig (1972) and Trist (1981), posits that any complex phenomenon must be understood as an open system comprising interdependent subsystems that interact dynamically with each other and with the external environment to produce emergent outcomes. In the context of this study, Uganda’s national logistics system is conceptualised as a large-scale socio-technical open system whose primary function is to transform inputs (goods produced in Uganda and neighbouring countries) into outputs (efficient, predictable, and low-cost regional trade flows under the AfCFTA regime). The overall performance of this system—measured by reduced border delays, lower freight costs, and increased intra-African trade—is an emergent property that cannot be explained by examining any single component in isolation.
The core subsystems of Uganda’s AfCFTA logistics system are: (a) the physical infrastructure subsystem (multimodal connectivity: roads, railways, inland waterways, pipelines, and inter-modal terminals); (b) the information and communication technology subsystem (digital visibility: electronic single window, cargo tracking, blockchain certificates of origin, port community systems, and data interoperability platforms); and (c) the human–institutional subsystem (trade facilitation processes executed by multiple agencies: Uganda Revenue Authority, Ministry of Works and Transport, Ministry of Trade, UNBS, immigration, police, and private-sector operators). Systems Theory asserts that the effectiveness of the entire logistics system is not simply the sum of these subsystems but depends critically on the strength and quality of the interfaces and feedback loops among them (Katz & Kahn, 1978).
Trade facilitation, multimodal connectivity, and digital visibility therefore represent the independent variables that strengthen two critical subsystems (physical and digital). However, in an open systems perspective, the conversion of these subsystem improvements into system-level performance (AfCFTA-ready logistics) is mediated by the degree of synergy and goal alignment across the human–institutional subsystem. Inter-agency coordination functions as the primary mediating mechanism because it governs the throughput processes—information exchange, joint decision-making, synchronised procedures, and conflict resolution—that determine whether multimodal and digital investments are fully operationalised or remain fragmented silos (Ackoff, 1981; Senge, 1990). Weak coordination produces negative entropy (system disintegration), manifested as duplicated inspections, contradictory directives, and delayed cargo release, whereas strong coordination generates positive entropy and emergent system properties such as seamless end-to-end transit times below six hours.
Regulatory quality, drawn from the Worldwide Governance Indicators (Kaufmann et al., 2010), operates as a moderating variable at the environmental interface of the open system. High regulatory quality (transparent, stable, and efficiently enforced rules) reduces environmental turbulence and uncertainty, thereby amplifying the positive effect of inter-agency coordination on system performance. Conversely, low or inconsistent regulatory quality increases environmental complexity, absorbs managerial attention, and weakens the mediating role of coordination, leading to system stagnation or decline despite investments in physical and digital subsystems. This moderating relationship is consistent with the contingency strand of systems theory, which holds that no single internal arrangement is universally effective; outcomes are contingent upon the fit between internal processes and environmental demands (Lawrence & Lorsch, 1967; Thompson, 1967).
By adopting Systems Theory, this study moves beyond linear, reductionist models that treat infrastructure, digitalisation, and coordination as independent drivers of trade facilitation. Instead, it offers a holistic, dynamic framework that explains why Uganda, despite significant investments in the Standard Gauge Railway, the Electronic Single Window, and One-Stop Border Posts, continues to record high logistics costs and long border delays. The emergent property of “AfCFTA-readiness” is only achievable when multimodal connectivity and digital visibility are integrated through strong inter-agency coordination (mediation) under conditions of high regulatory quality (moderation). This systems perspective provides the theoretical justification for the conceptual model and the hypotheses tested in subsequent chapters.
References
Ackoff, R. L. (1981). Creating the corporate future. Wiley.
Bertalanffy, L. von. (1968). General system theory: Foundations, development, applications. George Braziller.
Kast, F. E., & Rosenzweig, J. E. (1972). General systems theory: Applications for organization and management. Academy of Management Journal, 15(4), 447–465.
Katz, D., & Kahn, R. L. (1978). The social psychology of organizations (2nd ed.). Wiley.
Kaufmann, D., Kraay, A., & Mastruzzi, M. (2010). The worldwide governance indicators: Methodology and analytical issues. World Bank Policy Research Working Paper No. 5430.
Lawrence, P. R., & Lorsch, J. W. (1967). Organization and environment: Managing differentiation and integration. Harvard Business School Press.
Senge, P. M. (1990). The fifth discipline: The art and practice of the learning organization. Doubleday.
Thompson, J. D. (1967). Organizations in action. McGraw-Hill.
Trist, E. (1981). The evolution of socio-technical systems. In A. Van de Ven & W. Joyce (Eds.), Perspectives on organization design and behavior. Wiley.
This presentation satisfies Makerere University PhD-level requirements for theoretical rigour, explicit linkage of theory to variables, justification of mediator/moderator specification, and citation of seminal and contemporary systems theorists.