Estado da arte da produção científica sobre Tecnologia da Informação Verde

Theis, Vanessa; Schreiber, Dusan

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Sumário

ORIGINAL ARTICLE • Gest. Prod. 28 (4) • 2021 • https://doi.org/10.1590/1806-9649-2021v28e5557 copiar

Estado da arte da produção científica sobre Tecnologia da Informação Verde

Autoria SCIMAGO INSTITUTIONS RANKINGS

Resumo:

Com o propósito de identificar o estado da arte da literatura, acerca da temática da Tecnologia de Informação Verde, ou simplesmente TI Verde, este estudo apresenta uma revisão bibliométrica sobre a referida temática. Seguindo um protocolo de pesquisa, selecionaram-se 171 artigos publicados entre os anos de 2007 a 2020, que fornecem uma visão geral ou são focados em um aspecto particular da TI Verde. Como principais resultados desta produção teórica, destaca-se que a maior parte da literatura sobre TI Verde se fundamenta em análises do nível organizacional. Sobressaem-se as surveys e os quadros teóricos que consideram os aspectos ambientais da TI Verde. Dentre os estudos empíricos, prevalecem as investigações relacionadas às motivações organizacionais e o papel de responsabilidade social corporativa na adoção da TI Verde. Fatores comportamentais, atrelados aos aspectos cognitivos que fornecem uma visão preliminar sobre o status da difusão e maturidade da TI Verde também despontam entre os estudos de campo. Ressalta-se que a maioria dos estudos foram conduzidos em países desenvolvidos, isto é, países onde a tecnologia é mais difundida. Dentre as principais implicações gerenciais da pesquisa, evidenciou-se que a necessidade de maior eficiência energética e, consequentemente, economia de custos nas operações de TI, são os principais fatores para adoção da TI verde.

Palavras-chave:
Tecnologia da Informação Verde; Revisão bibliométrica; Estado da arte

Title	Year	N⁰ of citations (Google Scholar)
Energy-aware resource allocation heuristics for efficient management of data centers for Cloud computing	2012	1650
Information systems innovation for environmental sustainability	2010	1149
From green to sustainability: Information Technology and an integrated sustainability framework	2011	584
An agenda for Green information technology and systems research	2011	434
Information systems and ecological sustainability	2008	407
Greenwash and Green Trust: The Mediation Effects of Green Consumer Confusion and Green Perceived Risk	2012	403
Environment-conscious scheduling of HPC applications on distributed Cloud-oriented data centers	2011	369
Integrative framework for assessing firms’ potential to undertake Green IT initiatives via virtualization – A theoretical perspective	2011	354
Senior Managers’ Perception on Green Information Systems (Is) Adoption and Environmental Performance: Results from a field survey	2013	332
Compliance with institutional imperatives on environmental sustainability: Building theory on the role of Green IS	2011	272
Theory of reasoned action application for Green Information Technology acceptance	2014	251
The GREENSOFT Model: A reference model for green and sustainable software and its engineering	2011	245
The implications of new information and communication technologies for sustainability	2008	239
Spurring Impactful Research On Information Systems For Environmental Sustainability	2013	235
Motivating Energy-Efficient Behavior with Green Is: An Investigation of Goal Setting and the Role of Defaults	2013	219
Origins of green innovations: the differences between proactive and reactive green innovations	2012	168
IT for green and Green IT: A proposed typology of eco-innovation	2011	148
Energy efficiency and low carbon enabler Green IT framework for data centers considering green metrics	2012	147
A Survey of Green Information-Centric Networking: Research Issues and Challenges	2015	142
An Institutional Perspective on the Adoption of Green IS & IT	2011	138
Organizational Green Motivations for Information Technology: Empirical Study	2012	122
Exploring the role of IT for environmental sustainability in China: An empirical analysis	2013	107
The greening of organizational IT: what makes a difference?	2010	98
Green IT Readiness: A Framework and Preliminary Proof of Concept	2010	95
Intended Belief and actual Behavior in Green Computing in Hong Kong	2009	97
Awareness of Green IT and its value model	2012	93
An International Comparison of Green IT Diffusion	2009	87
Green IT: A Matter of Business and Information Systems Engineering?	2011	82
Information Technology-Enabled Innovativeness and Green Capabilities	2010	75
Sector diversity in Green Information Technology practices: Technology Acceptance Model perspective	2015	73
Building environmentally sustainable information services: A green is research agenda	2011	69
Green information, green certification and consumer perceptions of remanufctured automobile parts	2018	46
Assessing the impact of intrinsic and extrinsic motivators on smart Green IT device use: Reference group perspectives	2015	44
Organizational research in the field of Green IT: A systematic literature review from 2007 to 2016	2017	39
Modelling upper echelons’ behavioural drivers of Green IT/IS adoption using an integrated Interpretive Structural Modelling – Analytic Network Process approach	2017	35
Environmental regulations, staff quality, green technology, R&D efficiency, and profit in manufacturing	2018	35
A competitive multiperiod supply chain network model with freight carriers and green technology investment option	2018	33

Title	Year	Conference	N^o of citations (Google Scholar)
GITAM: A Model for the Adoption of Green IT	2008	ACIS	144
Green Information Systems: Directives for the Is Discipline	2013	CAIS	131
Environmentally Sustainable ICT: A Critical Topic for IS Research?	2007	PACIS	124
Green IT Adoption: A Motivational Perspective	2011	PACIS	106
Green Information Technology, Energy Efficiency, and Pro ts: Evidence from an Emerging Economy	2010	CAIS	95
Managerial Attitudes Towards Green IT: An Explorative Study of Policy Driver	2009	PACIS	82
Unearthing the Value of Green IT	2010	ICIS	79
Unpacking Green IT: A Review of the Existing Literature	2010	AMCIS	76
Predictors of Green IT Adoption: Implications from an Empirical Investigation	2010	ACIS	74

Title	Year	Journal	Qualis	Number of citations Google Scholar)
Extending the TAM for Green IT: A normative perspective	2018	Computers in Human Behavior	A1	31
An empirical exploration of the role of strategic and responsive corporate social responsibility in the adoption of different Green IT strategies	2016	Journal of Cleaner Production	A1	27
Impacts of software and its engineering on the carbon footprint of ICT	2015	Environmental Impact Assessment	A1	24
Green IT in practice: virtual meetings in Swedish public agencies	2016	Journal of Cleaner Production	A1	20
Energy-Saving Transmission for Green Macrocell–Small Cell Systems: A System-Level Perspective	2017	IEEE	A1	18
Green information technologies practices and financial performance – The empirical evidence from German publicly traded companies	2018	Journal of Cleaner Production	A1	16
Sustainable production: Using simulation modeling to identify the benefits of green information systems	2017	Decision Support Systems	A1	14
A Green Information Technology governance model for large Mauritian companies	2018	Journal of Cleaner Production	A1	10
Toward green computing practices: A Malaysian study of green belief and attitude among Information Technology professionals	2019	Journal of Cleaner Production	A1	7
Green IT Governance and Management based on ISO/IEC 15504	2019	Computer Standards & Interfaces	A1	5
Students’ green information technology behavior: Beliefs and personality traits	2020	Journal of Cleaner Production	A1	5
Green IT and sustainable technology development: Bibliometric overview	2019	Sustainable Development	A2	3
Efficiently managing green information and communication technologies, high-technology exports, and research and development expenditures: A case study	2019	Journal of Cleaner Production	A1	2

Type of approach	Number of papers	Analysis level
Type of approach	Number of papers	Organizational and Individual	Organizational	Individual
Theoric model	23	4	17	2
Survey	24	2	13	9
Model simulation	5	1	4
Review article	4		3	1
Case study	3		2	1

Green IT Dimension	Number of papers	Theories used
Environmental	18	Energy efficiency; Resource-based view; Sustainable development; Corporate governance; Institutional; Technology; Virtualization; Innovation; Life cycle; Strategy; Environmental management; Socio-psychological; Grounded action theory; Belief-action-result.
Environmental, social and economic	14	Comportamental; Motivação; Responsabilidade social; Governança corporativa; Estratégia; Sustentabilidade; Modelo de aceitação de tecnologia; Upper echelon; Ação Racional.
Environmental and economic	15	Belief-Action-Result; Life cycle; Behavioral; Eco-innovation; Motivational; Energy efficiency; Social responsability; Resource-based view.
Economic	4	Stakeholder; IT valuation; IT benefits; Resource-based view.
Environmental and social	6	Behavioral; Cognitive; Institutional; Resource-based view; Green innovation; Environmental management; Technology acceptance model.
Social	2	Behavioral; Motivational.

Universidade Federal de São Carlos Departamento de Engenharia de Produção , Caixa Postal 676 , 13.565-905 São Carlos SP Brazil, Tel.: +55 16 3351 8471 - São Carlos - SP - Brazil
E-mail: gp@dep.ufscar.br

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[1] Source: Research data.

Paper	Authors	Theoric model
Energy-aware resource allocation heuristics for efficient management of data centers for Cloud computing	Beloglazov et al. (2012)Beloglazov, A., Abawajy, J., & Buyya, R. (2012). Energy-aware resource allocation heuristics for efficient management of data centers for cloud computing. Future Generation Computer Systems, 28(5), 755-768. http://dx.doi.org/10.1016/j.future.2011.04.017. http://dx.doi.org/10.1016/j.future.2011....	Architectural structure and principles for energy efficient cloud computing.
Information systems innovation for environmental sustainability	Melville (2010)Melville, N. P. (2010). Information systems innovation for environmental sustainability. Management Information Systems Quarterly, 34(1), 1-21. http://dx.doi.org/10.2307/20721412. http://dx.doi.org/10.2307/20721412...	Demonstrates the role of IT forming beliefs about the environment.
From green to sustainability: Information Technology and an integrated sustainability framework	Dao et al. (2011)Dao, V., Langella, I., & Carbo, J. (2011). From green to sustainability: information Technology and an integrated sustainability framework. The Journal of Strategic Information Systems, 20(1), 63-79. http://dx.doi.org/10.1016/j.jsis.2011.01.002. http://dx.doi.org/10.1016/j.jsis.2011.01...	Integration of human resources, supply chain and IT to enable companies to develop sustainability.
An agenda for Green information technology and systems research	Jenkin et al. (2011)Jenkin, T. A., Webster, J., & McShane, L. (2011). An agenda for ‘Green’information technology and systems research. Information and Organization, 21(1), 17-40. http://dx.doi.org/10.1016/j.infoandorg.2010.09.003. http://dx.doi.org/10.1016/j.infoandorg.2...	Multilevel research structure to guide future research.
Environment-conscious scheduling of HPC applications on distributed Cloud-oriented data centers	Garg et al. (2011)Garg, S. K., Yeo, C. S., Anandasivam, A., & Buyya, R. (2011). Environment-conscious scheduling of HPC applications on distributed cloud-oriented data centers. Journal of Parallel and Distributed Computing, 71(6), 732-749. http://dx.doi.org/10.1016/j.jpdc.2010.04.004. http://dx.doi.org/10.1016/j.jpdc.2010.04...	Scheduling policies that explore heterogeneity in data centers, considering energy efficiency.
Information systems and ecological sustainability	Chen et al. (2008)Chen, A. J., Boudreau, M. C., & Watson, R. T. (2008). Information systems and ecological sustainability. Journal of Systems and Information Technology, 10(3), 186-201. http://dx.doi.org/10.1108/13287260810916907. http://dx.doi.org/10.1108/13287260810916...	How IT can be leveraged to achieve the three milestones of ecological sustainability.
Integrative framework for assessing firms’ potential to undertake Green IT initiatives via virtualization	Bose & Luo (2011)Bose, R., & Luo, X. (2011). Integrative framework for assessing firms’ potential to undertake Green IT initiatives via virtualization–a theoretical perspective. The Journal of Strategic Information Systems, 20(1), 38-54. http://dx.doi.org/10.1016/j.jsis.2011.01.003. http://dx.doi.org/10.1016/j.jsis.2011.01...	Factors that contribute to assessing a company's readiness to go green through virtualization.
The implications of new information and communication technologies for sustainability	Fuchs (2008)Fuchs, C. (2008). The implications of new information and communication technologies for sustainability. Environment, Development and Sustainability, 10(3), 291-309. http://dx.doi.org/10.1007/s10668-006-9065-0. http://dx.doi.org/10.1007/s10668-006-906...	Relationship of new technologies and sustainable development.
The GREENSOFT Model: A reference model for green and sustainable software and its engineering	Naumann et al. (2011)Naumann, S., Dick, M., Kern, E., & Johann, T. (2011). The greensoft model: a reference model for green and sustainable software and its engineering. Sustainable Computing: Informatics and Systems, 1(4), 294-304. http://dx.doi.org/10.1016/j.suscom.2011.06.004. http://dx.doi.org/10.1016/j.suscom.2011....	Product life cycle model, for software design and development in a sustainable way.
IT for green and Green IT: A proposed typology of eco-innovation	Faucheux & Nicolaï (2011)Faucheux, S., & Nicolaï, I. (2011). IT for green and green IT: a proposed typology of eco-innovation. Ecological Economics, 70(11), 2020-2027. http://dx.doi.org/10.1016/j.ecolecon.2011.05.019. http://dx.doi.org/10.1016/j.ecolecon.201...	iDiscusses the growing use of Green IT and its applications.
Green IT_A Matter of Business and Information Systems Engineering?	Loos et al. (2011)Loos, P., Nebel, W., Gómez, J. M., Hasan, H., Watson, R. T., vom Brocke, J., Seidel, S., & Recker, J. (2011). Green IT: a matter of business and information systems engineering? Business & Information Systems Engineering, 3(4), 245-252. http://dx.doi.org/10.1007/s12599-011-0165-5. http://dx.doi.org/10.1007/s12599-011-016...	Impact of Green IT on information systems.
Building environmentally sustainable information services: A green is research agenda	Chowdhury (2012)Chowdhury, G. (2012). Building environmentally sustainable information services: a green is research agenda. Journal of the American Society for Information Science and Technology, 63(4), 633-647. http://dx.doi.org/10.1002/asi.21703. http://dx.doi.org/10.1002/asi.21703...	Shows that information systems and services generate massive emissions of greenhouse gases.
Awareness of Green IT and its value model	Chou & Chou (2012)Chou, D. C., & Chou, A. Y. (2012). Awareness of Green IT and its value model. Computer Standards & Interfaces, 34(5), 447-451. http://dx.doi.org/10.1016/j.csi.2012.03.001. http://dx.doi.org/10.1016/j.csi.2012.03....	Identifies components that influence how organizations assess the value of Green IT.
A Survey of Green Information-Centric Networking: Research Issues and Challenges	Fang et al. (2015)Fang, C., Yu, F. R., Huang, T., Liu, J., & Liu, Y. (2015). A survey of green information-centric networking: research issues and challenges. IEEE Communications Surveys and Tutorials, 17(3), 1455-1472. http://dx.doi.org/10.1109/COMST.2015.2394307. http://dx.doi.org/10.1109/COMST.2015.239...	Proposals for information-centered network architectures (ICN) in order to improve energy efficiency.
Modelling upper echelons’ behavioural drivers of Green IT/IS adoption using an integrated Interpretive Structural Modelling	Dalvi-Esfahani et al. (2017)Dalvi-Esfahani, M., Ramayah, T., & Nilashi, M. (2017). Modelling upper echelons’ behavioural drivers of Green IT/IS adoption using an integrated Interpretive Structural Modelling–Analytic Network Process approach. Telematics and Informatics, 34(2), 583-603. http://dx.doi.org/10.1016/j.tele.2016.10.002. http://dx.doi.org/10.1016/j.tele.2016.10...	Identifies the psychological factors that motivate managers to adopt Green IT.
Impacts of software and its engineering on the carbon footprint of ICT	Kern et al. (2015)Kern, E., Dick, M., Naumann, S., & Hiller, T. (2015). Impacts of software and its engineering on the carbon footprint of ICT. Environmental Impact Assessment Review, 52, 53-61. http://dx.doi.org/10.1016/j.eiar.2014.07.003. http://dx.doi.org/10.1016/j.eiar.2014.07...	Calculation method to quantify the carbon footprint of a software product over its life cycle.
Environmentally Sustainable ICT: A Critical Topic for IS Research?	Elliot (2007)Elliot, S. (2007). Environmentally sustainable ICT: a critical topic for IS research?. PACIS 2007 proceedings, 114.	Defines the problems and scope of the ICT's environmental sustainability.
GITAM: A Model for the Adoption of Green IT	Molla (2008)Molla, A. (2008). GITAM: A Model for the Adoption of Green IT. In: ACIS 2008 Proceedings. Christchurch: ACIS.	Defines the Green IT from four different but interrelated perspectives.
Green Information Systems: Directives for the Is Disciplin	Brocke et al. (2013)Brocke, J. V., Watson, R. T., Dwyer, C., Elliot, S., & Melville, N. (2013). Green Information Systems: directives for the is discipline. Communications of the Association for Information Systems, 33, 509-520. http://dx.doi.org/10.17705/1CAIS.03330. http://dx.doi.org/10.17705/1CAIS.03330...	Discuss future Green IT guidelines.
Unearthing the Value of Green IT	Corbett (2010)Corbett, J. (2010). Unearthing the Value of Green IT. ICIS, 198.	Provide insights that justify and the choice of organizations by Green IT and how they value these investments.
Extending the TAM for Green IT: A normative perspective	Yoon (2018)Yoon, C. (2018). Extending the TAM for Green IT: a normative perspective. Computers in Human Behavior, 83, 129-139. http://dx.doi.org/10.1016/j.chb.2018.01.032. http://dx.doi.org/10.1016/j.chb.2018.01....	Proposes a technology acceptance model for Green IT.
Green IT Governance and Management based on ISO/IEC 15504	Patón-Romero et al. (2018)Patón-Romero, J. D., Baldassarre, M. T., Rodríguez, M., & Piattini, M. (2018). Green IT Governance and Management based on ISO/IEC 15504. Computer Standards & Interfaces, 60, 26-36. http://dx.doi.org/10.1016/j.csi.2018.04.005. http://dx.doi.org/10.1016/j.csi.2018.04....	Proposes a maturity model to help organizations implement governance and management of Green IT.