Green and Digital
Green
Transformation_
and Digital
Green
Transformation_
Sustainability
and Digital in
Transformation_
Sustainability
the Era of AI _
inSustainability
Circular
the Era Economy
of AI _
in Circular
theDigital
Era Economy
ofFramework
AI _ Circular
Digital
(Liu
Economy
Framework
et al., 2026).pdf
Digital
(LiuFramework
et al., 2026).pdf
(Liu et al., 2026).pdf
Green and Digital
Transformation:
Sustainability in
the Era of AI |
Circular Economy
Digital Framework
(Liu et al., 2026)
Green and Digital
Green
Transformation_
and Digital
Green
Transformation_
Sustainability
and Digital in
Transformation_
Sustainability
the Era of AI _
inSustainability
Circular
the Era Economy
of AI _
in Circular
theDigital
Era Economy
ofFramework
AI _ Circular
Digital
(Liu
Economy
Framework
et al., 2026).pdf
Digital
(LiuFramework
et al., 2026).pdf
(Liu et al., 2026).pdf
, Green and digital transformation_ sustainability
Green in the
andera
digital
of AItransformation_
- A framework sustainability
of digital Green
technologies
in the
andera
digital
for
of the
AI
transformation_
-circular
A framework
economy_
sustainability
of digital
Digital
technologies
functions
in the eraand
for
of the
AI
mechanisms
-circular
A framework
economy_
(Liu of
et digital
al.,Digital
2022).pdf
technologies
functions and
for the
mechanisms
circular economy_
(Liu et al.,Digital
2022).pdf
functions and mechanisms (Liu et al., 2022).pdf
M4—Repair (Predictive/Prescriptive M1—Recycling (Empowering Reverse Supply
3 4
Maintenance) Chain)
Don't know?
Terms in this set (28)
Circular Economy (CE) Objective A paradigm aimed at decoupling economic growth from resource
extraction by narrowing, slowing, and closing material and energy loops
The DF4CE Framework A conceptual structure mapping 13 digital functions against 9R CE
strategies (ranging from Refuse to Recover) to reveal how technology
enables circularity
Maturity Levels The framework evaluates "maturity" based on how frequently specific
technology-strategy combinations appear in empirical and theoretical
research
Green and digital transformation_ sustainability
Green in the
andera
digital
of AItransformation_
- A framework sustainability
of digital Green
technologies
in the
andera
digital
for
of the
AI
transformation_
-circular
A framework
economy_
sustainability
of digital
Digital
technologies
functions
in the eraand
for
of the
AI
mechanisms
-circular
A framework
economy_
(Liu of
et digital
al.,Digital
2022).pdf
technologies
functions and
for the
mechanisms
circular economy_
(Liu et al.,Digital
2022).pdf
functions and mechanisms (Liu et al., 2022).pdf
Green
Transformation_
and Digital
Green
Transformation_
Sustainability
and Digital in
Transformation_
Sustainability
the Era of AI _
inSustainability
Circular
the Era Economy
of AI _
in Circular
theDigital
Era Economy
ofFramework
AI _ Circular
Digital
(Liu
Economy
Framework
et al., 2026).pdf
Digital
(LiuFramework
et al., 2026).pdf
(Liu et al., 2026).pdf
Green and Digital
Transformation:
Sustainability in
the Era of AI |
Circular Economy
Digital Framework
(Liu et al., 2026)
Green and Digital
Green
Transformation_
and Digital
Green
Transformation_
Sustainability
and Digital in
Transformation_
Sustainability
the Era of AI _
inSustainability
Circular
the Era Economy
of AI _
in Circular
theDigital
Era Economy
ofFramework
AI _ Circular
Digital
(Liu
Economy
Framework
et al., 2026).pdf
Digital
(LiuFramework
et al., 2026).pdf
(Liu et al., 2026).pdf
, Green and digital transformation_ sustainability
Green in the
andera
digital
of AItransformation_
- A framework sustainability
of digital Green
technologies
in the
andera
digital
for
of the
AI
transformation_
-circular
A framework
economy_
sustainability
of digital
Digital
technologies
functions
in the eraand
for
of the
AI
mechanisms
-circular
A framework
economy_
(Liu of
et digital
al.,Digital
2022).pdf
technologies
functions and
for the
mechanisms
circular economy_
(Liu et al.,Digital
2022).pdf
functions and mechanisms (Liu et al., 2022).pdf
M4—Repair (Predictive/Prescriptive M1—Recycling (Empowering Reverse Supply
3 4
Maintenance) Chain)
Don't know?
Terms in this set (28)
Circular Economy (CE) Objective A paradigm aimed at decoupling economic growth from resource
extraction by narrowing, slowing, and closing material and energy loops
The DF4CE Framework A conceptual structure mapping 13 digital functions against 9R CE
strategies (ranging from Refuse to Recover) to reveal how technology
enables circularity
Maturity Levels The framework evaluates "maturity" based on how frequently specific
technology-strategy combinations appear in empirical and theoretical
research
Green and digital transformation_ sustainability
Green in the
andera
digital
of AItransformation_
- A framework sustainability
of digital Green
technologies
in the
andera
digital
for
of the
AI
transformation_
-circular
A framework
economy_
sustainability
of digital
Digital
technologies
functions
in the eraand
for
of the
AI
mechanisms
-circular
A framework
economy_
(Liu of
et digital
al.,Digital
2022).pdf
technologies
functions and
for the
mechanisms
circular economy_
(Liu et al.,Digital
2022).pdf
functions and mechanisms (Liu et al., 2022).pdf
