Clustering 5 dimensions into 4 based on mean?

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Clustering 5 dimensions into 4 based on mean?

Postby milehigh899 » Mon May 28, 2012 5:10 pm

In my project, one variable named Organizational Culture has 5 dimensions namely Employee Development, Harmony, Customer Orientation, Social Responsibility and Innovation. In SPSS, I need to configure these 5 dimensions into 4 types so that:

1. The highly integrative culture has high scores on all 5 dimensions.
2. The market oriented culture describes the organizations that emphasize customer orientation more than any other cultural dimension.
3. The moderately integrative culture shows average scores on all five culture dimensions.
4. Lastly, hierarchy culture show low score on all culture dimensions.

I’m not sure if cluster analysis can be used to solve the above problem. Thank you very much for your time and I appreciate any help.

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