From energy consumers to prosumers: the role of peer effects in the diffusion of residential microgeneration technology

Steadman, Shandelle; Bennato, Anna Rita; Giulietti, Monica

doi:10.1007/s40812-023-00264-2

Cited by 3 publications

(1 citation statement)

References 27 publications

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“…Moreover, numerous studies indicate that geographic characteristics, which include inter alii sunshine hours (Lamp, 2023) and solar irradiation but also spatial spilloversboth within (Rode and Weber, 2016) and even between counties (Fadly and Fontes, 2019) or peer effects (e.g. Bollinger and Gillingham, 2012;Graziano and Gillingham, 2015;Steadman et al, 2023;Wolske et al, 2020) play crucial roles in explaining the diffusion of residential PV systems. We subsequently focus on a review of key quantitative studies.…”

Section: Literature Reviewmentioning

confidence: 99%

Disentangling Small-Scale Solar Photovoltaic Adoption: A Spatial Analysis of Decision Factors and Localized Interactions in Germany

Stein,

Sieger,

Weber

2023

SSRN Journal

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Section: Literature Reviewmentioning

confidence: 99%

Disentangling Small-Scale Solar Photovoltaic Adoption: A Spatial Analysis of Decision Factors and Localized Interactions in Germany

Stein,

Sieger,

Weber

2023

SSRN Journal

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ID3-driven insights: the proactive prosumer’s role in technological innovation

Abdelaziz,

Ghonim,

et al. 2024

TQM

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PurposeThe study aims to reveal the relative importance of each characteristic of a proactive prosumer and determine the role of each characteristic in improving technological innovation.Design/methodology/approachOur data were collected via emails using a final sample of 280 technical managers from Egypt’s information technology (IT) firms who have some software development expertise. The data were analyzed using the iterative dichotomiser 3 (ID3) algorithm.FindingsThe results indicate that proactive prosumer characteristics (initiative and creativity) positively affect technological innovation. Furthermore, there is no technological innovation without initiative.Research limitations/implicationsThis study uses ID3 decision tree analysis to analyze the role of proactive prosumers in technological innovation. It greatly advances the area by addressing the need for quantitative studies in administrative sciences. The study highlights initiative and creativity as essential innovation drivers, contributing to consumer and prosumption theories and the changing consumer-firm connection. The ID3 algorithm distinguishes the study from earlier statistical studies. The study’s limitations advise increasing prosumer literature, studying psychological aspects and comparing cultures. Use various algorithms and moderator and mediator factors to improve methodology. Technical managers' opinions must also be understood.Originality/valueThis research contributes to the existing knowledge base by examining the intricate relationship between proactive prosumers and technological innovation. It offers a novel approach by employing the ID3 decision tree algorithm within the administrative sciences, a domain that needs to be explored in prosumer research. By bridging the methodological gap, this study addresses the need for more quantitative investigations into prosumers in the management field. Furthermore, it pioneers the application of artificial intelligence techniques to analyze the prosumer phenomenon quantitatively. The paper concludes by outlining potential avenues for future research.

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Effect of Home Energy Management System Penetration Levels on Bi-Level Optimal Energy Management in Distribution Networks

Thattai,

Malik,

Ravishankar

et al. 2023

2023 IEEE International Conference on Energy Technologies for Future Grids (ETFG)

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From energy consumers to prosumers: the role of peer effects in the diffusion of residential microgeneration technology

Cited by 3 publications

References 27 publications

Disentangling Small-Scale Solar Photovoltaic Adoption: A Spatial Analysis of Decision Factors and Localized Interactions in Germany

Disentangling Small-Scale Solar Photovoltaic Adoption: A Spatial Analysis of Decision Factors and Localized Interactions in Germany

ID3-driven insights: the proactive prosumer’s role in technological innovation

Effect of Home Energy Management System Penetration Levels on Bi-Level Optimal Energy Management in Distribution Networks

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