Key person designs: Logic and statistical modeling

Thomas E. Malloy; Charles F. Bond; Sarit Pery; Avraham N. Kluger

doi:10.1016/j.metip.2023.100119

Key person designs: Logic and statistical modeling

Thomas E. Malloy^*
, Charles F. Bond
, Sarit Pery
, Avraham N. Kluger

^*Corresponding author for this work

BA Business Department

Research output: Contribution to journal › Article › peer-review

2 Scopus citations

Abstract

A key person (KP) is an individual embedded in dyadic relationships in the core groups of life. Introduced are three research designs: the nomothetic, idiographic, and fixed-role Key Person Designs (KPD). Leveraging social relations modeling (SRM) of dyadic data, we introduce hypotheses and statistical methods for testing them with KPD. We developed a Monte Carlo simulation to determine if a KP is, in fact, statistically unusual vis-à-vis nonspecial others. We provide an empirical example. Hypotheses specified and modeling of KPD data are very general, and we discuss implications for inclusive methodology.

Original language	English
Article number	100119
Journal	Methods in Psychology
Volume	8
DOIs	https://doi.org/10.1016/j.metip.2023.100119
State	Published - Nov 2023

Bibliographical note

Publisher Copyright:
© 2023 The Authors

Keywords

Inclusive methods
Key person designs
Multiple interaction designs
Social relations model

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10.1016/j.metip.2023.100119

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title = "Key person designs: Logic and statistical modeling",

abstract = "A key person (KP) is an individual embedded in dyadic relationships in the core groups of life. Introduced are three research designs: the nomothetic, idiographic, and fixed-role Key Person Designs (KPD). Leveraging social relations modeling (SRM) of dyadic data, we introduce hypotheses and statistical methods for testing them with KPD. We developed a Monte Carlo simulation to determine if a KP is, in fact, statistically unusual vis-{\`a}-vis nonspecial others. We provide an empirical example. Hypotheses specified and modeling of KPD data are very general, and we discuss implications for inclusive methodology.",

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doi = "10.1016/j.metip.2023.100119",

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AU - Kluger, Avraham N.

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KW - Multiple interaction designs

KW - Social relations model

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Key person designs: Logic and statistical modeling

Abstract

Bibliographical note

Keywords

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