Last data update: 2014.03.03

 R: Data from Chen (2005)
chen2005R Documentation

Data from Chen (2005)

Description

This data set contains the complete data used in Chen (2005). Chen (2005) examined newcomer adaptation in 65 project teams. The level of analysis was the team-level. In the study, team leaders assessed the initial team performance (TMPRF) at time 1 and then assessed newcomer performance over three additional time points (NCPRF.T1, NCPRF.T2, NCPRF.T3). Initial team expectations (TMEXP) and initial newcomer empowerment (NCEMP) were also assessed and modeled, but were not analyzed as repeated measures. To specify the Table 2 model in Chen (2005), these data need to be converted to univariate or stacked form (see the make.univ function). Using the default values of make.univ and creating a dataframe called chen2005.univ, the specific lme model is lme(MULTDV~NCEMP*TIME+TMEXP*TIME+TMPRF*TIME,random=~TIME|ID,chen2005.univ)

Usage

data(chen2005)

Format

A data frame with 7 columns and 65 team-level observations

[,1] ID numeric Team Identifier
[,2] TMPRF numeric Initial Team Performance (time 1 in article)
[,3] TMEXP numeric Team Expectations (time 1 in article)
[,4] NCEMP numeric Initial Newcomer Empowerment(time 2 in article)
[,5] NCPRF.T1 numeric Newcomer Performance Time 1 (time 2 in article)
[,6] NCPRF.T2 numeric Newcomer Performance Time 2 (time 3 in article)
[,7] NCPRF.T3 numeric Newcomer Performance Time 3 (time 4 in article)

References

Chen, G.(2000). Newcomer adaptation in team: Multilevel antecedents and outcomes. Academy of Management Journal, 48, 101-116.

Results


Created & Maintained by Osamu Ogasawara (osamu.ogasawara@gmail.com) and IMSBIO