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Establishing Valid and Reliable Measures for Residential Consumer Behaviour Towards New Technology Electricity Appliances: An Exploratory Factor Analysis

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dc.contributor.authorOthman N.S.en_US
dc.contributor.authorHarun N.H.en_US
dc.contributor.authorIshak I.en_US
dc.contributor.authorMohamed Hariri N.H.en_US
dc.contributor.authorid57194072376en_US
dc.contributor.authorid57193952925en_US
dc.contributor.authorid57215934314en_US
dc.contributor.authorid57361626500en_US
dc.date.accessioned2023-05-29T09:10:35Z
dc.date.available2023-05-29T09:10:35Z
dc.date.issued2021
dc.descriptionConsumer behavior; Environmental technology; Housing; Multivariant analysis; Principal component analysis; Public policy; Surveys; Electricity consumers; Environmental conditions; Interval scale; New technology electricity appliance; Online surveys; Pilot studies; Residential consumers; Residential electricity; Residential sectors; Survey instruments; Factor analysisen_US
dc.description.abstractThe government policies and initiatives to guarantee sustainable energy and clean environmental conditions contributed to the introduction of new technology electricity appliances in the market. This research intends to develop a valid and reliable survey instrument to measure consumer behaviour towards new technology electricity appliances. For that purpose, the pilot study randomly sampled 104 residential electricity consumers using an online survey with an interval scale between 1 and 10 is applied. Then, the Exploratory Factor Analysis (EFA) procedure on construct elements with the extraction method of Principal Component with Varimax Rotation is used to determine the adequacy of construct elements. The results of EFA indicate one of the elements of government policy needs to be dropped because it shows the lowest total variance explained and factor loading. Cronbach�s Alpha was applied to test the reliability of the retained items. All eleven constructs have Cronbach�s alpha values that exceed the threshold value of 0.7, which indicates high reliability. The development scale and validation confirmed that the instrument is consistent and stable across samples. As an implication, the field study can be conducted with the remaining and valid constructs and items. � 2021, Springer Nature Switzerland AG.en_US
dc.description.natureFinalen_US
dc.identifier.doi10.1007/978-3-030-90235-3_54
dc.identifier.epage641
dc.identifier.scopus2-s2.0-85120534461
dc.identifier.spage623
dc.identifier.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-85120534461&doi=10.1007%2f978-3-030-90235-3_54&partnerID=40&md5=fa4f8ded9f8c9280b3cc6257f3ae78df
dc.identifier.urihttps://irepository.uniten.edu.my/handle/123456789/26444
dc.identifier.volume13051 LNCS
dc.publisherSpringer Science and Business Media Deutschland GmbHen_US
dc.sourceScopus
dc.sourcetitleLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
dc.titleEstablishing Valid and Reliable Measures for Residential Consumer Behaviour Towards New Technology Electricity Appliances: An Exploratory Factor Analysisen_US
dc.typeConference Paperen_US
dspace.entity.typePublication
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