
Green Nudges
Green Nudges
PROJECT TYPE
PROJECT TYPE
TEAM PROJECT
TEAM PROJECT
ROLES
ROLES
HUMAN FACTORS / QUANT STUDY / NUDGES
HUMAN FACTORS / QUANT STUDY / NUDGES
OUTCOME
OUTCOME
Validated Nudges
Validated Nudges
YEAR
YEAR
2025
2025
Nudging ChatGPT users toward greener model choices.
Nudging ChatGPT users toward greener model choices.
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Scroll to view the case study ↲
This study focuses on using behavioural nudges within ChatGPT to shift users toward low-emission model choices. The team designed informative, social, and incentive-based nudges across key interface touchpoints. Results validated that these interventions improved user awareness and drove measurable shifts in behaviour without compromising the experience.
This study focuses on using behavioural nudges within ChatGPT to shift users toward low-emission model choices. The team designed informative, social, and incentive-based nudges across key interface touchpoints. Results validated that these interventions improved user awareness and drove measurable shifts in behaviour without compromising the experience.


































No nudge (Control)
No information about awareness
Option to choose default and temporary chat after typing prompt
No information about awareness
Option to choose default and temporary chat after typing prompt



Treatment 1 (T1)
Social Nudge
Nudging the user about how others are doing the task they are about to do
Option to choose the default and temporary chat after typing the prompt
Social Nudge
Nudging the user about how others are doing the task they are about to do
Option to choose the default and temporary chat after typing the prompt



Treatment 2 (T2)
Incentive Nudge
Offering users something in return that might help them make intended decisions.
Option to choose the default and temporary chat after typing the prompt
Incentive Nudge
Offering users something in return that might help them make intended decisions.
Option to choose the default and temporary chat after typing the prompt



Treatment 3 (T3)
Informative Nudge
Offering users something in return that might help them make intended decisions.
Option to choose the default and temporary chat after typing the prompt
Informative Nudge
Offering users something in return that might help them make intended decisions.
Option to choose the default and temporary chat after typing the prompt

















