Ishmael has decided to undertake further statistical analyses to see if there is any relationship between his respondents’ perceived confidence in their own skills and their received importance for the same set of skills. Outline the analysis process you would recommend including, if necessary, any further work that might be needed to satisfy your chosen test’s assumptions.

Since arriving at university, Ishmael had become increasingly interested in small businesses. He had taken all the modules concerned with Small Businesses and Entrepreneurship and chosen to answer a question about small business owner managers for his research project: