Using WarpPLS in E-Collaboration Studies: What if I Have Only One Group and One Condition?

被引:49
作者
Kock, Ned [1 ,2 ]
机构
[1] Texas A&M Int Univ, Dept Int Business & Technol Studies, Informat Syst, Laredo, TX 78041 USA
[2] Texas A&M Int Univ, Dept Int Business & Technol Studies, Collaborat Int Technol Studies, Laredo, TX 78041 USA
关键词
Action Research; Electronic Collaboration; Field Research; Multivariate Statistics; Partial Least Squares; Structural Equation Modeling; WarpPLS;
D O I
10.4018/jec.2013070101
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
What if a researcher obtains empirical data by asking questions to gauge the effect of an e-collaboration technology on task performance, but does not obtain data on the extent to which the e-collaboration technology is used? This characterizes what is referred to here as a scenario with one group and one condition, where the researcher is essentially left with only one column of data to be analyzed. When this happens, often researchers do not know how to analyze the data, or analyze the data making incorrect assumptions and using unsuitable techniques. Some of WarpPLS's features make it particularly useful in this type of scenario, such as its support for small samples and the use of data that does not meet parametric assumptions. The main goal of this paper is to help e-collaboration researchers use WarpPLS to analyze data in this type of scenario, where only one group and one condition are available. Two other scenarios are also discussed -a typical scenario, and a scenario with one group and two before-after technology introduction conditions. While the focus here is on e-collaboration, the recommendations apply to many other fields.
引用
收藏
页码:1 / 12
页数:12
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