Behavioral Clustering of the Cell Phone Users in Various Country Markets

IF 0.7 4区 管理学 Q3 COMMUNICATION International Journal of Mobile Communications Pub Date : 2019-04-01 DOI:10.1504/IJMC.2019.10016327
Matti J. Haverila, Kai C. Haverila
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Abstract

Acknowledging Aoki and Downes (2003) cell phone behaviours, the significance of social ecological models and behavioural clustering, the existence of inter-market behavioural clusters in Finland, UAE, China, Canada and New Zealand were investigated. There were significant differences in the cell phone behaviours between the different age groups (in 19 out of 30 variables), genders (20/30) and different countries of residence (30/30) implying that these variables could be used as distinguishing variables regarding the existence of the cell phone behavioural clusters. This implies that the variables age, gender and country of residence do not efficiently discriminate the sample population in terms of the cell phone behaviour. Finally, the behavioural variables were used as the cluster variate in order to discover more viable cluster (segments) in the data set. The paper concludes with a discussion regarding the academic and managerial implications.
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不同国家市场中手机用户的行为聚类
鉴于Aoki和Downes(2003)的手机行为、社会生态模型和行为聚类的重要性,我们对芬兰、阿联酋、中国、加拿大和新西兰存在的市场间行为聚类进行了调查。手机行为在不同年龄组(30个变量中的19个)、性别(20/30)和不同居住国家(30/30)之间存在显著差异,这意味着这些变量可以用作关于手机行为集群存在的区分变量。这意味着年龄、性别和居住国这些变量并不能有效地区分使用手机行为的样本人口。最后,使用行为变量作为聚类变量,以便在数据集中发现更多可行的聚类(段)。论文最后讨论了学术和管理意义。
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来源期刊
自引率
12.50%
发文量
66
期刊介绍: The world of mobile communications is not a trend, but a phenomenon. IJMC, a fully refereed journal, publishes articles that present current practice and theory of mobile communications, mobile technology, and mobile commerce applications. Topics covered include Integrated mobile marketing communications Wireless advertising/CRM Telematics, pervasive computing Incoming/outgoing wireless links Location management Diffusion, security, efficacy, interaction/integration Metric mobile business enterprises PDAs in services delivery M-/u-business models, m-/u-commerce Digital office, groupware, roomware Mobile ad hoc networking, wireless information assurance Nomadic/portable communications Cross-cultural mobile communications Teaching mobile communication applications Mobile/handheld devices in the classroom, tele-learning.
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