chen2005: Data from Chen (2005)

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Data from Chen (2005)

Description

Contains the complete data used in Chen (2005). Chen (2005) examined newcomer adaptation in 65 project teams. The level of analysis was the team. 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 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 for Table 2 in Chen (2005) 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.(2005). Newcomer adaptation in teams: Multilevel antecedents and outcomes. Academy of Management Journal, 48, 101-116.

multilevel documentation built on March 18, 2022, 5:47 p.m.