Evaluating and comparing profiles of burglaries developed using three statistical classification techniques: cluster analysis, multidimensional scaling, and latent class analysis

2021 ◽  
pp. 1-25
Author(s):  
Bryanna Fox ◽  
Melanie Escue
2021 ◽  
pp. 0192513X2199387
Author(s):  
Jacqueline Bible ◽  
David T. Lardier ◽  
Frank Perrone ◽  
Brad van Eeden-Moorefield

Using a latent class analysis (LCA) with data from a subsample of children in stepfamilies ( N = 6,637) from the 2009 High School Longitudinal Study (HSLS), this study examined how stepfamily involvement in their (step)child’s education in and outside of school influenced their (step)child’s college preparation. Stepfamily involvement in their (step)child’s education in school (e.g., help with homework) and outside of school (e.g., educational experiences such as going to a museum) may help overcome challenges associated with academic and college preparation for children in stepfamilies. Results broadly indicate students with higher stepfamily involvement in education in and out of school had (step)parents who believed that college was attainable, students engaged in more activities that would prepare them for their future, and students took more AP/IB level courses and tests. Together, findings suggest that stepfamily involvement in education both in and out of school is important for their (step)child’s college preparation behaviors.


Author(s):  
Sunny L. Munn

Organizational structures are comprised of an organizational culture created by the beliefs, values, traditions, policies and processes carried out by the organization. The work-life system in which individuals use work-life initiatives to achieve a work-life balance can be influenced by the type of organizational culture within one's workplace, for example a structured, rigid culture in which employees are afraid to ask questions versus a flexible, open culture where discussion is encouraged. Grouping methodologies such as cluster analysis or latent class analysis can be used to create typologies of organizational culture. The focus of this paper is to deconstruct the common methodology of cluster analysis used to identify typologies of organizational culture in the NSCW Study and the NOS Study, which set out to identify the impact of organizational culture on the use and existence of work-life benefits for individuals and organizations, respectively (Munn, 2012). The paper discusses the cluster analysis methodology in detail as well as another grouping methodology – latent class analysis - as a means to understanding the place of organizational culture in work-life research. The theoretical contributions of using cluster analysis to create typologies of organizational culture and the implications for workforce research are discussed.


Author(s):  
Sunny L. Munn

Organizational structures are comprised of an organizational culture created by the beliefs, values, traditions, policies and processes carried out by the organization. The work-life system in which individuals use work-life initiatives to achieve a work-life balance can be influenced by the type of organizational culture within one's workplace, for example a structured, rigid culture in which employees are afraid to ask questions versus a flexible, open culture where discussion is encouraged. Grouping methodologies such as cluster analysis or latent class analysis can be used to create typologies of organizational culture. The focus of this paper is to deconstruct the common methodology of cluster analysis used to identify typologies of organizational culture in the NSCW Study and the NOS Study, which set out to identify the impact of organizational culture on the use and existence of work-life benefits for individuals and organizations, respectively (Munn, 2012). The paper discusses the cluster analysis methodology in detail as well as another grouping methodology – latent class analysis - as a means to understanding the place of organizational culture in work-life research. The theoretical contributions of using cluster analysis to create typologies of organizational culture and the implications for workforce research are discussed.


2009 ◽  
Author(s):  
Tomoko Udo ◽  
Jennifer F. Buckman ◽  
Marsha E. Bates ◽  
Evgeny Vaschillo ◽  
Bronya Vaschillo ◽  
...  

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