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Author

Rudolph Oosthuizen

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Conference Open access Aug 2026

A system dynamics approach to assessing organisational resilience in digitally disrupted sociotechnical systems

This study examines whether a System Dynamics modelling approach can provide a robust, quantifiable representation of resilience behaviour in the South African National Payment System under continuous cyber disruption and develops and evaluates a multidimensional resilience assessment artefact.

D. Manzini, R. Oosthuizen · 0 citations
Review

NEW TRENDS IN CONTEMPORARY ECONOMICS, BUSINESS AND MANAGEMENT

The study concludes that AI should be positioned as a governed decision-support layer rather than an autonomous technical add-on, and that effective circular supply chain decision-making depends on data quality, interoperability, organisational capability, ecosystem coordination, and sustainability guardrails.

Rudolph Oosthuizen, Hannelie Nel · 0 citations
Conference Open access Jul 2026

Integrating AI into circular supply chain decision-making: a systematic review and conceptual meta-framework

The study concludes that AI should be positioned as a governed decision-support layer rather than an autonomous technical add-on, and that effective circular supply chain decision-making depends on data quality, interoperability, organisational capability, ecosystem coordination, and sustainability guardrails.

Rudolph Oosthuizen, Hannelie Nel · 1 citation

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