Presentation | 2006/7/3 Analyzing the interdependence of group communication (1) : Application of hierarchical analysis into communication data Hiroshi SHIMIZU, Aya MURAYAMA, Ikuo DAIBO, |
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Abstract(in English) | This article considers the hierarchy in group communication data, and discuss about the effectiveness of hierarchical data analysis (multilevel covariance structure analysis: MCA). On data that includes hierarchical structure, the independency assumption of samples is not only filled but the effect of both an individual level and a group level will be intermingled in a correlation coefficient between variables because interdependence exists within a group,. Therefore, accurate estimates would not be calculated, and significance tests might be wrong. The hierarchical data analysis including MCA can avoid these problems by evaluating the interdependence in a group appropriately, and dividing data into a Within model (model of an individual level) and a Between model (model of a group level). This article introduces about the program and directions for conducting the simple method of MCA. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | group communication / hierarchical data / Multilevel Covariance structure Analysis / HAD3 |
Paper # | HCS2006-23 |
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Committee | HCS |
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Conference Date | 2006/7/3(1days) |
Place (in Japanese) | (See Japanese page) |
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Registration To | Human Communication Science (HCS) |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Analyzing the interdependence of group communication (1) : Application of hierarchical analysis into communication data |
Sub Title (in English) | |
Keyword(1) | group communication |
Keyword(2) | hierarchical data |
Keyword(3) | Multilevel Covariance structure Analysis |
Keyword(4) | HAD3 |
1st Author's Name | Hiroshi SHIMIZU |
1st Author's Affiliation | Graduate School of Human Sciences, Osaka University() |
2nd Author's Name | Aya MURAYAMA |
2nd Author's Affiliation | Graduate School of Human Sciences, Osaka University |
3rd Author's Name | Ikuo DAIBO |
3rd Author's Affiliation | Graduate School of Human Sciences, Osaka University |
Date | 2006/7/3 |
Paper # | HCS2006-23 |
Volume (vol) | vol.106 |
Number (no) | 146 |
Page | pp.pp.- |
#Pages | 6 |
Date of Issue |