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Positive reinforcement is just the beginning: Associative learning principles for energy efficiency and climate sustainability

Susan Schneider, Angela Sanguinetti

2021Energy Research & Social Science32 citationsDOIOpen Access PDF

Abstract

A major cause of global climate change, human behavior has long been recognized as an essential part of the solution as well. Behavior change methods in turn rely in part on associative learning principles. Some learning principles, such as positive reinforcement and delay discounting, are already integrated into energy research and interventions. However, others remain underutilized. In this paper, we review selected learning principles, suggesting how they can enhance both our understanding of the behavioral challenges and our effectiveness in addressing them. We seek to interest and involve researchers and practitioners in a variety of energy and sustainability specializations.

Topics & Concepts

SustainabilityVariety (cybernetics)Reinforcement learningReinforcementPsychological interventionEnergy (signal processing)Associative learningClimate changeDiscountingAssociative propertyPsychologyCognitive psychologyComputer scienceSocial psychologyArtificial intelligenceEconomicsEcologyStatisticsMathematicsPure mathematicsPsychiatryBiologyFinanceEnvironmental Education and SustainabilityBehavioral Health and InterventionsEnvironmental Sustainability in Business
Positive reinforcement is just the beginning: Associative learning principles for energy efficiency and climate sustainability | Litcius