spss table- Cross tabulation tables
Computer Lab 6 – Cross tabulation tables and Correlations 1. Cross Tabulation Tables a. Define a cross tabulation table. b. How do you run a cross-tabulation table in SPSS? (i.e. What are the steps and menus required)? How do you reveal percentage totals in your cross-tabulation results? c. Using the customer database we have been using previously. Run a cross tabulation between gender and job category (jobcat) Interpreting Data in crosstabs When it comes to analysis, you must be able to explain what the data is telling us. In the example below, I have selected column percentages when displaying my data so that I see both counts (the number of respondents within the category) and percentages (used to describe the proportion of the count compared to the overall total of the retired variable). So below in the reporting data I would like state something like “Nearly 49% of those that have not yet retired are Males (2084) respondents.” By contrast, I could also discuss my data using ROW Percentages. In this instance, the percentages revealed refer to proportion of gender (the variable in the row). So below in the reporting data I would like state something like “Just over 85% of males (2084) have not yet retired.” Gender * Retired Crosstabulation Retired No Gender Male Female Total 2. Yes Total Count 2084 365 2449 % within Gender 85.1% 14.9% 100.0% Count 2184 367 2551 % within Gender 85.6% 14.4% 100.0% Count 4268 732 5000 % within Gender 85.4% 14.6% 100.0% Pearson Correlation and Chi-Square – Lecture content will assist with this part of the lab Part 1 a. Using the help menu, textbook OR the Internet describe IN YOUR OWN WORDS describe the following procedures… i) Pearson Correlation ii) Chi Square correlation b. What type of data (nominal, ordinal etc) is suggested for each procedure? Do both variables have to be same level of measurement? That is could one be nominal and one interval? c. True or False – Pearson Correlations determine whether there is a significant difference between scores Part 2 Open the data file “Customer Database” a) Using the Correlate Function (Analyse Menu – Correlate – Bivariate) compare ‘income’ (household income) and ‘age’ (use the age in years [NOT category]). i) What was the result ? ii) Was the Result Significant? At what Level (P
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