Show simple item record

dc.contributor.authorChen, Sihua
dc.contributor.authorQiu, Han
dc.contributor.authorXiao, Hua
dc.contributor.authorHe, Wei
dc.contributor.authorMou, Jian
dc.contributor.authorSiponen, Mikko
dc.date.accessioned2021-05-18T08:01:03Z
dc.date.available2021-05-18T08:01:03Z
dc.date.issued2021
dc.identifier.citationChen, S., Qiu, H., Xiao, H., He, W., Mou, J., & Siponen, M. (2021). Consumption behavior of eco-friendly products and applications of ICT innovation. <i>Journal of Cleaner Production</i>, <i>287</i>, Article 125436. <a href="https://doi.org/10.1016/j.jclepro.2020.125436" target="_blank">https://doi.org/10.1016/j.jclepro.2020.125436</a>
dc.identifier.otherCONVID_47529236
dc.identifier.urihttps://jyx.jyu.fi/handle/123456789/75710
dc.description.abstractThe purchase of eco-friendly products is encouraged by the governments due to its contributions to the sustainable development of the environment. It is therefore important to examine factors influencing the purchase of eco-friendly products. Based on the attitude-behavior-context (ABC) theory, this paper constructs a conceptual model, which explores how a consumer’s perceived effectiveness affects individuals’ purchase of eco-friendly products. In details, this paper attempts to examine the mediating role of consumption attitude of eco-friendly products, as well as the moderating effect of applications of information and communication technologies (ICT) innovation. Moreover, by building a Hidden Markov Model (HMM), this paper further tests the conceptual model. More importantly, based on the HMM, the consumption probabilities of eco-friendly products of different perceived effectiveness under different applications of ICT innovation are computed. Furthermore, based on a dynamic time series, the consumption transition probability of eco-friendly products is further calculated. In addition, this paper explains and calculates the concepts continuity, dependence and inertia in consumption of eco-friendly products. Based on it, the algorithm is used to forecast the consumption behavior of the real environment to verify the reliability of the HMM and the accuracy of probability calculation. This paper contributes the extension of the existing studies and the provision of management implications and guidance for the consumption practice of eco-friendly products.en
dc.format.mimetypeapplication/pdf
dc.language.isoeng
dc.publisherElsevier BV
dc.relation.ispartofseriesJournal of Cleaner Production
dc.rightsCC BY-NC-ND 4.0
dc.subject.otherICT
dc.subject.othersustainability
dc.subject.othereco-friendly product
dc.subject.otherconsumer attitude
dc.subject.otherconsumption behavior
dc.subject.otherperceived effectiveness
dc.titleConsumption behavior of eco-friendly products and applications of ICT innovation
dc.typearticle
dc.identifier.urnURN:NBN:fi:jyu-202105182979
dc.contributor.laitosInformaatioteknologian tiedekuntafi
dc.contributor.laitosFaculty of Information Technologyen
dc.type.urihttp://purl.org/eprint/type/JournalArticle
dc.type.coarhttp://purl.org/coar/resource_type/c_2df8fbb1
dc.description.reviewstatuspeerReviewed
dc.relation.issn0959-6526
dc.relation.volume287
dc.type.versionacceptedVersion
dc.rights.copyright© 2020 Elsevier Ltd. All rights reserved.
dc.rights.accesslevelopenAccessfi
dc.subject.ysokulutustottumukset
dc.subject.ysotieto- ja viestintätekniikka
dc.subject.ysokuluttajakäyttäytyminen
dc.subject.ysoympäristöystävälliset tuotteet
dc.subject.ysokestävä kulutus
dc.format.contentfulltext
jyx.subject.urihttp://www.yso.fi/onto/yso/p8572
jyx.subject.urihttp://www.yso.fi/onto/yso/p20743
jyx.subject.urihttp://www.yso.fi/onto/yso/p8576
jyx.subject.urihttp://www.yso.fi/onto/yso/p12629
jyx.subject.urihttp://www.yso.fi/onto/yso/p24202
dc.rights.urlhttps://creativecommons.org/licenses/by-nc-nd/4.0/
dc.relation.doi10.1016/j.jclepro.2020.125436
jyx.fundinginformationThis work is supported by the NSFC (72002088); Jiangxi Natural Science Fund(20192BAB207010); Science and Technology Project Founded by the Education department of Jiangxi Province (GJJ190292); Jiangxi Province Teaching Reform Research Project (JXJG-18-4-23, JXJG-18-4-29); Jiangxi Province Postgraduate Innovation Special Fund Project (YC2019–B090); Research project of Humanities and Social Sciences in Jiangxi Province(GL18245,TQ19202); Project of the 13th five year plan of Social Sciences in Jiangxi Province (18GL16).
dc.type.okmA1


Files in this item

Thumbnail

This item appears in the following Collection(s)

Show simple item record

CC BY-NC-ND 4.0
Except where otherwise noted, this item's license is described as CC BY-NC-ND 4.0