Table 3

Research agenda for circular logistics nodes

ThemeImplicationsNetworkNodeResourcesResearch questionsPotential methodological approachPotential theories
Incentives and regulatory enablers for integrating circular servicesStrategic staff must be forward-looking and understand political decision-making and macrotrends  XRQ1. How can governance models integrate top-down circular economy policy goals with bottom-up industry capabilities to support organizational adaptation and prevent system disruptions?Multi-stakeholder qualitative interviewsComplex adaptive systems
Potentially multiple reconfigurations due to continuous change in consumer preferences and the regulatory environmentXX RQ2. How do retailers reconfigure logistics nodes and networks over time to address external drivers and pressures from circular economy regulations?Longitudinal process researchDynamic capabilities
Avoid static configuration and enable continuous reconfiguration (modular/flexible design) X 
Introducing the circular consumerNeed for a strategic understanding of who the consumers are and what their requirements are from different types of nodes XXRQ3. What network configurations (decentralized micro-hubs vs. centralized specialized nodes) best support consumer participation in circular services?Consumer perspective: Ethnography or field experiments

Retailers perspective: Multiple case studies, simulations or modelling
Socio-ecological-technical systems
Continuous mapping of logistics nodes portfolio and their fit with current vs. future consumer preferencesX  
The issue with supplyDecide which nodes should handle the supply (all or selected few)X  RQ4. How can circular logistics nodes and networks be designed to manage unpredictable supply while maintaining balanced capacity utilization?Design science research and simulations or modellingProcess modularity theory
Decide what the need is for decentralized nodes vs. centralized nodesX  
Circular nodes need flexible and modular space to accommodate and sort fluctuating product types and volumes X 
Logistics nodes need system support to handle dynamic inventory and continuous tracking on item level  X
Circular governance and organizationClarify ownership and responsibility of the product flows, operations, resources and competenciesX XRQ5. How do governance structures and decision-making autonomy evolve as circular services scale, and how do these changes reshape power relations within retail logistics networks?Longitudinal process studiesNetwork governance
Decide where the business and operations decision-making will take place: at headquarters or at the local nodeX  
Keep an agile governance so local nodes can adapt to market, product and customer needs X 
Decide which operations to outsource and integrate external partnersX X
Enable coordination between the different nodes to balance supply and demand across the systemX  
Integrating and scaling circular services and operationsLearn from linear retail and simplify and standardize circular operations as much as possible XXRQ6. Which circular operations are best integrated into existing retail logistics nodes, and what are the implications when circular services and operations are scaled up?Design science researchTransvection theory, Interdependence theory
Analyze the logistics nodes' and network capacity to perform the new operations, considering space, equipment and resourcesXXX
Balance standardization and flexibility when configuring the node on the front and back ends (to achieve logistics efficiency and customer utility) X 
Not all nodes are suitable for integration or separation. Define which operations should be performed by existing logistics nodes and which should be separated into other (new) nodesXX 
Leveraging resources to take on circular servicesDefine and differentiate the competences and technologies required by each node XXRQ7. What skills and technologies are needed, and how can retailers leverage existing resources to support the implementation and scaling of circular services?Action researchDynamic capabilities
Enable knowledge and resource sharing across nodesX X
Implement and develop technologies to enhance operational efficiency and standardization  X
Upskill employees through training programs to standardize or simplify ways of working  X
New performance indicators for circular servicesAdapt KPIs to track circular operations efficiency, environmental impact and work environment for each nodeXX RQ8. Which performance indicators and incentive structures best support the implementation and operation of circular services in circular logistics nodes?Design science researchContingency theory
Balance indicators to cover customer utility, logistic efficiency, environmental sustainability and employee well-being X 
Integrate circularity metrics into reporting systems to support decision-making and long-term planning XX
Align employee incentive structures to emphasize sustainability and circularity metrics  X
Source(s): Authors’ own elaboration

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