Hierarchical Linear Modeling to Explore Contextual Effects on EFL Teachers’ Technology, Pedagogy, and Content Knowledge (TPACK): The Taiwanese Case

Author(s):  
Liwei Hsu ◽  
Yen-Jung Chen
2006 ◽  
Vol 35 (4) ◽  
pp. 461-477 ◽  
Author(s):  
Hye-Jin Paek ◽  
Byoungkwan Lee ◽  
Charles T. Salmon ◽  
Kim Witte

This study hypothesized a multilevel model to examine the contextual effects of gender norms, exposure to health-related radio programs, interpersonal communication, and social capital on family planning behavior in Uganda. The results of hierarchical linear modeling showed that all of the four variables were significant predictors of family planning behavior. The authors found that gender norms as a contextual factor significantly interacted with the individual-level perceived benefit. The significant cross-level interaction effect was also observed between individuals' interpersonal communication and contextual variation in listening to a health-related radio program. Practical implications for family planning communication campaigns are discussed.


2019 ◽  
Vol 18 (2) ◽  
pp. 106-111
Author(s):  
Fong-Yi Lai ◽  
Szu-Chi Lu ◽  
Cheng-Chen Lin ◽  
Yu-Chin Lee

Abstract. The present study proposed that, unlike prior leader–member exchange (LMX) research which often implicitly assumed that each leader develops equal-quality relationships with their supervisors (leader’s LMX; LLX), every leader develops different relationships with their supervisors and, in turn, receive different amounts of resources. Moreover, these differentiated relationships with superiors will influence how leader–member relationship quality affects team members’ voice and creativity. We adopted a multi-temporal (three wave) and multi-source (leaders and employees) research design. Hypotheses were tested on a sample of 227 bank employees working in 52 departments. Results of the hierarchical linear modeling (HLM) analysis showed that LLX moderates the relationship between LMX and team members’ voice behavior and creative performance. Strengths, limitations, practical implications, and directions for future research are discussed.


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