scholarly journals A Hierarchical Linear Modeling Approach to Understanding the Role of Ethnicity and Socioeconomic Status on Precollege Engineering Conceptions Research to Practice

2016 ◽  
Author(s):  
DeLean Tolbert ◽  
Kerrie Douglas
Keyword(s):  
Socioeconomic Status ◽  
Hierarchical Linear Modeling ◽  
Research To Practice ◽  
Linear Modeling ◽  
Modeling Approach

scholarly journals Rhythmic Features of Movement Synchrony for Bonding Individuals in Dyadic Interaction

2019 ◽  
Vol 44 (1) ◽  
pp. 173-193 ◽  
Author(s):  
Ken Fujiwara ◽  
Masanori Kimura ◽  
Ikuo Daibo
Keyword(s):  
Hierarchical Linear Modeling ◽  
Dyadic Interaction ◽  
Wavelet Coherence ◽  
Linear Modeling ◽  
Theoretical Contribution ◽  
Bonding Effect ◽  
Slow Tempo ◽  
Movement Synchrony ◽  
The Impact

Abstract This study examined ways in which rhythmic features of movement contribute to bonding between individuals. Though previous studies have described synchrony as a form of social glue, this research extends those findings to consider the impact of fast versus slow tempo on movement synchrony. This two-part experiment examined dyadic interactions as they occurred between same-sex strangers (Study 1) and friends (Study 2). Participants were video-recorded as they engaged in 5- or 6-min chats, and synchrony was evaluated using wavelet transform via calculations of cross-wavelet coherence. Study 1 employed regression commonality analysis and hierarchical linear modeling and found that among various frequency bands, rapport between individuals was positively associated with synchrony under 0.025 Hz (i.e., slower than once every 40 s) and 0.5–1.5 Hz (i.e., once every 0.67–2 s). On the contrary, Study 2 determined that synchrony of 0.5–1.5 Hz was not impactful among friend dyads and only predictive of the motivation to cultivate a friendly relationship during interactions with strangers. These results indicate the existence of a distinctive rhythm for bonding individuals, and the role of pre-existing friendship as a moderator of the bonding effect of synchrony. However, the role of relative phase (i.e., timing of movement; same versus opposite timing) remains unclear, as the ratio of in- and anti-phase patterning had no significant influence on perceived rapport and motivation to develop relationships. On the basis of the research results, a theoretical contribution is proposed to the study of interpersonal coordination.

Innovation affecting growth aspirations of early stage entrepreneurs: culture and economic freedom matter

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Mehrzad Saeedikiya ◽  
Jizhen Li ◽  
Shayegheh Ashourizadeh ◽  
Serdar Temiz
Keyword(s):  
Hierarchical Linear Modeling ◽  
Design Methodology ◽  
Economic Freedom ◽  
Early Stage ◽  
Linear Modeling ◽  
Global Entrepreneurship Monitor ◽  
Content Type ◽  
Entrepreneurial Growth ◽  
Positive Effect

Purpose Earlier research confirms the positive effect of innovation in shaping growth ambitions of entrepreneurs. The aim of this paper is to investigate whether the effect of innovation on growth ambitions of entrepreneurs is contingent on the role of institutions, namely, culture and economic freedom. In other words, the authors’ objective is to provide an institutionally contingent understanding of the role of innovation in shaping growth ambitions of early-stage entrepreneurs. Design/methodology/approach The authors applied hierarchical linear modeling technique on the data of 100,566 early-stage entrepreneurs in 109 countries that participated in annual surveys of Global Entrepreneurship Monitor. Findings The authors find that the effect of innovation on shaping growth ambitions of early stage entrepreneurs is contingent on the role of culture such that, in secular cultures, innovation benefits growth ambitions more than traditional cultures. Further, the authors found that the effect of innovation on growth expectations is dependent on the level of economic freedom in the country in which the firms operate so that in the countries with higher level of economic freedom, early-stage entrepreneurs expect more growth out of their innovation as compared to their counterparts in the depressed economies. Originality/value The results contribute to our understanding of entrepreneurial growth aspirations as a result of the interplay of entrepreneur–firm–environment nexus.

A Systematic Methodological Review of Hierarchical Linear Modeling in Mixed Methods Research

2020 ◽  
pp. 155868982093788
Author(s):  
Kirstie L. Bash ◽  
Michelle C. Howell Smith ◽  
Pam S. Trantham
Keyword(s):  
Mixed Methods ◽  
Hierarchical Linear Modeling ◽  
Mixed Methods Research ◽  
Quantitative Methods ◽  
Linear Models ◽  
Mixed Methods Study ◽  
Linear Modeling ◽  
Methodological Review ◽  
Design Choice

The use of advanced quantitative methods within mixed methods research has been investigated in a limited capacity. In particular, hierarchical linear models are a popular approach to account for multilevel data, such as students within schools, but its use and value as the quantitative strand in a mixed methods study remains unknown. This article examines the role of hierarchical linear modeling in mixed methods research with emphasis on design choice, priority, and rationales. The results from this systematic methodological review suggest that hierarchical linear modeling does not overshadow the contributions of the qualitative strand. Our study contributes to the field of mixed methods research by offering recommendations for the use of hierarchical linear modeling as the quantitative strand in mixed methods studies.

scholarly journals Stability of fMRI striatal response to alcohol cues: A hierarchical linear modeling approach

NeuroImage ◽  
2011 ◽  
Vol 56 (1) ◽  
pp. 61-68 ◽  
Author(s):  
Joseph P. Schacht ◽  
Raymond F. Anton ◽  
Patrick K. Randall ◽  
Xingbao Li ◽  
Scott Henderson ◽  
...  
Keyword(s):  
Hierarchical Linear Modeling ◽  
Linear Modeling ◽  
Modeling Approach ◽  
Alcohol Cues

Property Value as a Proxy of Socioeconomic Status in Education

2017 ◽  
Vol 51 (1) ◽  
pp. 99-119 ◽  
Author(s):  
Jordan K. Ware
Keyword(s):  
Social Capital ◽  
Socioeconomic Status ◽  
Hierarchical Linear Modeling ◽  
Math Achievement ◽  
Local Level ◽  
Property Value ◽  
Regression Analyses ◽  
Linear Modeling ◽  
Human And Social Capital ◽  
Predictive Strength

The effects of poverty on important outcome measures are devastating and well documented, but the conceptualization and operationalization of socioeconomic status (SES) are underdeveloped. Various indicators of SES are useful for different purposes. Free or reduced-price lunch (FRL) status is commonly used because of its convenience and predictive strength, but it has many limitations. This study explored property value as a convenient alternative or complement to FRL status. The conceptual alignment of property value with SES was compared with that of traditional indicators like parent income, education, and occupation. Empirically, hierarchical linear modeling and regression analyses were conducted to evaluate the effects of property value on math achievement in comparison with and in conjunction with FRL status. Property value is strongly related to Math achievement, and it complements conceptual and methodological flaws of FRL status by providing nuance at the local level and encompassing aspects of human and social capital.

scholarly journals Examining the Role of Spatial Skills and Mathematics Motivation on Middle School Mathematics Achievement

2020 ◽  
Author(s):  
Kinnari Atit ◽  
Jason R. Power ◽  
Norma Veurink ◽  
David Uttal ◽  
Sheryl Sorby ◽  
...  
Keyword(s):  
Middle School ◽  
Mathematics Achievement ◽  
Hierarchical Linear Modeling ◽  
Spatial Skills ◽  
Linear Modeling ◽  
School Students ◽  
Science Technology ◽  
Mathematics Motivation ◽  
And Mathematics

Background: Spatial skills and mathematical ability have been repeatedly identified as criticalfor achievement in Science, Technology, Engineering, and Mathematics (STEM). Previous studies have identified correlations between spatial skills and mathematical achievement; however, questions remain regarding improvements in non-spatial areas associated with STEM achievement. The current study examined whether competency in spatial skills could be related to individuals’ motivation for mathematics. Measures of spatial skills and mathematics motivation were completed by 1,056 seventh grade students.Results: Using hierarchical linear modeling, spatial skills and math motivation were examined relative to students’ performance on a state standardized mathematics subtest. Results indicate that spatial skills and motivation interact to significantly predict students’ mathematics performance.Conclusions: These results suggest that spatial skills in combination with motivation play a significant role in middle school students’ mathematics achievement.

The Effect of Internationalization on Firm Performance: A Moderating Role of Heterogeneity in TMTs’ Nationality

2020 ◽  
pp. 193896552095870
Author(s):  
Sujin Song ◽  
Seoki Lee
Keyword(s):  
Firm Performance ◽  
Hierarchical Linear Modeling ◽  
Top Management Teams ◽  
Linear Modeling ◽  
Return On Assets ◽  
Upper Echelons Theory ◽  
Comprehensive Examination ◽  
The Relationship ◽  
Moderating Role

The effect of internationalization on firm performance has been investigated in the hospitality literature in a relatively extensive manner. However, the literature has still provided mixed findings. Furthermore, the moderating role of top management teams (TMTs) on the relationship between internationalization and firm performance has not been explored yet in the hospitality literature. Considering the increasing importance of internationalization in the hospitality industry and a significant role of TMTs in implementing this internationalization, this study performs a comprehensive examination on the effect of internationalization on firm performance using three different internationalization measures (i.e., degree, diversification, and speed) and three different performance measures (i.e., Tobin’s q, return on assets, and international returns). This study also tests the moderating role of heterogeneity in TMTs’ nationality based on the upper echelons theory, employing hierarchical linear modeling (HLM) to test the proposed hypotheses.

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