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Watts et al. Carbon Footprints 2025, 4, 27  https://dx.doi.org/10.20517/cf.2025.20  Page 11 of 16

               shipped direct to the factory location before any emergency repairs are necessary because we can see the
               exact remaining lifespan of every part of the factory…it leads to minimal downtime”.

               The future potential of exploring greater links between DTs and the SDGs was also explored by Participant
               U who stated:


               “There are significant opportunities to explore the integration of DTs and sustainable initiatives…heat from
               large data exchanges could be re-directed to provide heating for housing estates”.


               Participant U went on to discuss how the adoption of DT technology would allow simulations to evidence
               how an increase in stakeholder collaboration would lead to the realisation of sustainability benefits, and how
               the DT would allow real time performance mapping. This need for collaboration also echoes calls raised in
               the literature for more stakeholder collaboration in achieving broader industry targets [10-12] .

               Analysis of the findings indicates that adopting DT technology will support collaborative approaches, with
               the SDGs then more likely to be achieved. These findings build on the calls in the literature for more
                                                                              [25]
               practical solutions to addressing the links between SDG and technology use . This research find that with a
               government backed cohesive strategy underpinning a collaborative drive across DT adoption and SDGs
               action, mechanisms can be put in place to strengthen the cross-discipline collaboration. It is this
               collaboration that will drive forward DT adoption and enable the SDGs to be achieved, resulting in a
               reduction in global carbon footprints.

               The need for both DT policy and procurement
               The literature illustrates the evolution of procurement criteria from primarily a time, cost, and quality focus,
               to one embracing broader factors such as social value and sustainability based criterion . Analysis of the
                                                                                          [13]
               interview results reinforces this as all interview participants confirmed that all public sector procurement
               requirements, and increasingly private sector procurement, have sustainability based questions as part of the
               tender requirements. When this was explored further, it was revealed that broader organisational
               sustainability practices were often the direct result of procurement requirements. This is illustrated by
               Participant X:


               “We have an organisational wide tree planting policy as part of our sustainable identify…this was first
               proposed as part of a specific tender. We were successful…and the initiative stuck [after the tendered
               project had been completed] …and we still do it now”.


               Participant H also confirmed the positive impact procurement proposals often have on broader
               organisational strategy:

               “A few years ago we tendered to get on a framework…we would have implemented the strategies
               eventually, but the framework forced us to move quickly…sensor lighting, our recycling policy…electric
               change points, we had to have these very specific inclusions in our strategy in order to get on the framework
               and we didn’t have them before [we bid for the framework].


               It was not simply the benefits of procurement criteria for driving change that became apparent in the
               interview analysis, but the mandating of policy and practices from a government level. Participant V
               believed:
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