Re: Cluster analysis expert needed

Posted by SSiSSa on Oct 15, 2014; 8:25pm
URL: http://spssx-discussion.165.s1.nabble.com/Cluster-analysis-expert-needed-tp5727586p5727608.html

Hi there,

My first research question is "Are there different groups within this disadvantage group?". Previous research has found different typologies but not using a cluster analysis technique neither with my current theoretical approach (intersectionality).
I expect to use demographic variables in this stage (e.g. marital status, age, ethnicity, number of dependent children, etc)

My second research question is what are the different employment patterns and claims on UK benefits found in these different groups?
I expect to use employment (e.g. income, type of employment, reason for part-time job, underemployment, overtime) and benefit variables (e.g. child benefits, income support, housing benefits) in this stage.

To make the things more complex, I am planning to analysis a time frame (2007-2013) to explore possible changes due to the context of recession/austerity.

I am using a UK national survey that has big representative samples each year so at some point I want to compare these types within my 'disadvantage' group with other group that is relevant for my research.

Would this make more sense?

Is cluster analysis still appropriate? I really find cluster analysis the most appealing approach because of what it entails (exploring cases with multiple variables and not strength of specific variables)

Thank you!