Catching up on multilevel modeling

L Hoffman, RW Walters - Annual review of psychology, 2022 - annualreviews.org
This review focuses on the use of multilevel models in psychology and other social sciences.
We target readers who are catching up on current best practices and sources of controversy …

The role of time in strategic human resource management research: A review and research agenda

C Boon, K Jiang, R Eckardt - Journal of Management, 2025 - journals.sagepub.com
Although time is an essential component of the relationships between human resource (HR)
systems and their antecedents and consequences, strategic human resource management …

Polynomial regression analysis and response surface methodology in leadership research

CY Tsai, J Kim, F **, M Jun, M Cheong… - The Leadership …, 2022 - Elsevier
Congruence has served as an important research framework for many leadership research
topics. Perhaps the most frequently used methodological/statistical approach for testing the …

Microfoundations in family firm research: A review and agenda for theoretically driven future inquiry

BP Ellen III, BD McLarty… - Family Business …, 2024 - journals.sagepub.com
Microfoundations research, generally conceptualized as explaining macro concepts and
relationships in terms of micro-level behaviors and interactions, has been argued as critical …

Conducting and evaluating multilevel studies: Recommendations, resources, and a checklist

V González-Romá… - Organizational Research …, 2023 - journals.sagepub.com
Multilevel methods allow researchers to investigate relationships that expand across levels
(eg, individuals, teams, and organizations). The popularity of these methods for studying …

[HTML][HTML] Multilevel empirical research: A call for more mixed-methods approaches

T Hernaus, K Potočnik, EM Lira, JM LeBreton - European Management …, 2024 - Elsevier
Organizations are complex multilevel social systems, in which individual members
frequently execute diverse tasks within their functional units or teams to advance strategic …

Is leadership more than “I like my boss”?

FJ Yammarino, M Cheong, J Kim… - Research in personnel and …, 2020 - emerald.com
For many of the current leadership theories, models, and approaches, the answer to the
question posed in the title,“Is leadership more than 'I like my boss'?,” is “no,” as there …

Bridging the gap between multilevel modeling and economic methods

A Oshchepkov, A Shirokanova - Social Science Research, 2022 - Elsevier
Many datasets used in the social sciences have a hierarchical structure, where lower units of
aggregation are 'nested'in higher units. In many disciplines, such data are analyzed using …

Network-based approaches to leadership: An organizing framework, review, and recommendations

CK Maupin, G Mohan, A Choudhury, P Deepak… - The Leadership …, 2024 - Elsevier
In this review, we aim to critically evaluate the state of the leadership and networks literature
and provide a detailed overview of the various network-based approaches that can be …

Improving management theory and policy-making through innovative methods and data

GC Banks, H Aguinis - Academy of Management Perspectives, 2023 - journals.aom.org
Methods and data innovations have served as catalysts for theory advancement and policy-
making throughout the evolution of management and many other fields. However, new …