{"title":"不同国家市场中手机用户的行为聚类","authors":"Matti J. Haverila, Kai C. Haverila","doi":"10.1504/IJMC.2019.10016327","DOIUrl":null,"url":null,"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.","PeriodicalId":14124,"journal":{"name":"International Journal of Mobile Communications","volume":" ","pages":""},"PeriodicalIF":0.7000,"publicationDate":"2019-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Behavioral Clustering of the Cell Phone Users in Various Country Markets\",\"authors\":\"Matti J. Haverila, Kai C. Haverila\",\"doi\":\"10.1504/IJMC.2019.10016327\",\"DOIUrl\":null,\"url\":null,\"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.\",\"PeriodicalId\":14124,\"journal\":{\"name\":\"International Journal of Mobile Communications\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":0.7000,\"publicationDate\":\"2019-04-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Mobile Communications\",\"FirstCategoryId\":\"91\",\"ListUrlMain\":\"https://doi.org/10.1504/IJMC.2019.10016327\",\"RegionNum\":4,\"RegionCategory\":\"管理学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"COMMUNICATION\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Mobile Communications","FirstCategoryId":"91","ListUrlMain":"https://doi.org/10.1504/IJMC.2019.10016327","RegionNum":4,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"COMMUNICATION","Score":null,"Total":0}
Behavioral Clustering of the Cell Phone Users in Various Country Markets
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.
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.