waba-package: Within-And-Between-Analysis For Groups and Dyads
In bpoconnor/WABA: Within-and-Between-Analysis for Groups and Dyads
Description
Levels-of-analysis issues arise whenever individual-level data are collected
from more than one person from the same dyad, family, classroom, work group, or other
interaction unit. Interdependence among cases from the same units also violates the
independence-of-observations assumption that underlies many statistical tests. This
package contains functions for addressing these issues via: (1) the
within-and-between-analyses (WABA) framework described by Dansereau, Alutto, and
Yammarino (1984), and (2) the dyad-level analyses described by Gonzalez and
Griffin (1999) and Griffin and Gonzalez (1995). Descriptions of the procedures
were provided by Yammarino and Markham (1992), Yammarino (1998), and by O'Connor (2004).
References
Dansereau, F., Alutto, J., & Yammarino, F. (1984). Theory testing in organizational behavior.
Englewood Cliffs, NJ: Prentice-Hall.
Griffin, D., & Gonzalez, R. (1995). Correlational analysis of dyadlevel data in the
exchangeable case. Psychological Bulletin, 118, 430-439.
Gonzalez, R., & Griffin, D. (1999). The correlational analysis of dyad-level data in
the distinguishable case. Personal Relationships, 6, 449-469.
O'Connor, B. P. (2004). SPSS and SAS programs for addressing interdependence and basic
levels-of-analysis issues in psychological data. Behavior Research Methods, Instrumentation,
and Computers, 36, 17-28.
Yammarino, F. J. (1998). Multivariate aspects of the varient /WABA approach. Leadership
Quarterly, 9, 203-227.
Yammarino, F. J., & Markham, S. (1992). On the application of within and between analysis:
Are absence and affect really group based. Journal of Applied Psychology, 77, 168-176.
bpoconnor/WABA documentation built on May 13, 2019, 5:22 p.m.
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Description
Levels-of-analysis issues arise whenever individual-level data are collected from more than one person from the same dyad, family, classroom, work group, or other interaction unit. Interdependence among cases from the same units also violates the independence-of-observations assumption that underlies many statistical tests. This package contains functions for addressing these issues via: (1) the within-and-between-analyses (WABA) framework described by Dansereau, Alutto, and Yammarino (1984), and (2) the dyad-level analyses described by Gonzalez and Griffin (1999) and Griffin and Gonzalez (1995). Descriptions of the procedures were provided by Yammarino and Markham (1992), Yammarino (1998), and by O'Connor (2004).
References
Dansereau, F., Alutto, J., & Yammarino, F. (1984). Theory testing in organizational behavior.
Englewood Cliffs, NJ: Prentice-Hall.
Griffin, D., & Gonzalez, R. (1995). Correlational analysis of dyadlevel data in the
exchangeable case. Psychological Bulletin, 118, 430-439.
Gonzalez, R., & Griffin, D. (1999). The correlational analysis of dyad-level data in
the distinguishable case. Personal Relationships, 6, 449-469.
O'Connor, B. P. (2004). SPSS and SAS programs for addressing interdependence and basic
levels-of-analysis issues in psychological data. Behavior Research Methods, Instrumentation,
and Computers, 36, 17-28.
Yammarino, F. J. (1998). Multivariate aspects of the varient /WABA approach. Leadership
Quarterly, 9, 203-227.
Yammarino, F. J., & Markham, S. (1992). On the application of within and between analysis:
Are absence and affect really group based. Journal of Applied Psychology, 77, 168-176.
R Package Documentation
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We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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