{"id":3607,"date":"2021-08-30T03:56:22","date_gmt":"2021-08-30T03:56:22","guid":{"rendered":"https:\/\/researchwithfawad.com\/?page_id=3607"},"modified":"2021-10-02T13:28:30","modified_gmt":"2021-10-02T13:28:30","slug":"crosstabulation-and-chi-square-test-using-spss","status":"publish","type":"page","link":"https:\/\/researchwithfawad.com\/index.php\/lp-courses\/data-analysis-using-spss\/crosstabulation-and-chi-square-test-using-spss\/","title":{"rendered":"Crosstabulation and Chi-Square Test using SPSS"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"3607\" class=\"elementor elementor-3607\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-vhxq6kv elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"vhxq6kv\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-80293b9\" data-id=\"80293b9\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-de8583b elementor-widget elementor-widget-heading\" data-id=\"de8583b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Crosstab Report and Chi-Square Test Using SPSS<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7eztojn elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7eztojn\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-85b149e\" data-id=\"85b149e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f1cecd6 elementor-widget elementor-widget-heading\" data-id=\"f1cecd6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Crosstab Report using SPSS\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-39c4fce\" data-id=\"39c4fce\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-dba6bdb elementor-widget elementor-widget-text-editor\" data-id=\"dba6bdb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Another way to describe categorical data is through the use of Crosstab report also located under <strong>Descriptive Statistics<\/strong> menu. Crosstab report mainly provide with number of occurrences (frequencies) in a tabular form.\u00a0<\/p><ul><li>Crosstabulation<b> <\/b>helps produce summary results in the form of a table where data is grouped at an intersection point.<\/li><li>The data in crosstab reports is summarized in the form of rows and columns.<\/li><li>The Crosstabs procedure forms two-way and multiway tables (through Layers).<\/li><li>Layer helps categorize the output. For instance, If you specify a row, a column, and a layer factor (control variable), the Crosstabs procedure forms one panel of associated statistics and measures for each value of the layer factor.<\/li><li>For example, if\u00a0<i>gender\u00a0<\/i>is a layer factor for a table of\u00a0<i>married <\/i>(yes, no) against\u00a0<i>life<\/i>(is life exciting, routine, or dull), the results show a separate association between <i>married and life <\/i>for each <i>gender. <\/i><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ea5ed5e elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ea5ed5e\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-8787870\" data-id=\"8787870\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b13d6d2 elementor-widget elementor-widget-heading\" data-id=\"b13d6d2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Steps involved in obtaining Crosstab Report\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-c196e07\" data-id=\"c196e07\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7496c25 elementor-widget elementor-widget-text-editor\" data-id=\"7496c25\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ol><li>Choose <strong>Analyze <\/strong>\u2192 <strong>Descriptive Statistics<\/strong> \u2192 <strong>Crosstabs<\/strong>.<\/li><li>Crosstabs dialog box is displayed, asking for data to be divided into row(s) and column(s), now it\u2019s totally on you which variable you put in row or column, it is mostly based on how the data is more readable.<\/li><li>To find out percentages with each of the occurrences, you can select <strong>Cells<\/strong> button after inserting the variables in the row(s) and Column(s) list box. Once the dialog box is displayed, check rows, column or total from the percentages group box.<\/li><li>Press OK\u00a0<\/li><\/ol><p>A sample output generated from above steps is shown below.<\/p><p><img fetchpriority=\"high\" decoding=\"async\" class=\"aligncenter\" 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\" alt=\"Sample Crosstab Report SPSS\" width=\"781\" height=\"368\" \/><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5de68a2 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5de68a2\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-1eaafcf\" data-id=\"1eaafcf\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ab99f6a elementor-widget elementor-widget-heading\" data-id=\"ab99f6a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Sample Interpretation of Crosstab Report<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-1517357\" data-id=\"1517357\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-bdc7c71 elementor-widget elementor-widget-text-editor\" data-id=\"bdc7c71\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>First table Case Processing Summary holds summary information. It shows that the sample had 127 respondents with no missing data. The second table is of main interest. The table shows the frequency of male and female in both field and office. The results show that subjects from field staff were 22 male and 6 female while respondents from Office staff were 77 male and 22 female.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-988be9d elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"988be9d\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-3593714\" data-id=\"3593714\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b1eac2c elementor-widget elementor-widget-heading\" data-id=\"b1eac2c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Chi-Square Test of Association SPSS\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-945fba0\" data-id=\"945fba0\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8495bf2 elementor-widget elementor-widget-text-editor\" data-id=\"8495bf2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Chi-Square test for association is used when you want to check association between two categorical variables on Nominal Scale. However, it is important to note that in the case of two variables being compared, the test can also be interpreted as determining if there is a difference between the two variables. The test is also referred to as The Chi-Square test for independence, also called Pearson&#8217;s Chi-square test.<\/p><p>Following are a few Example Situations where Chi-Square Test is appropriate<\/p><ul><li>A business research teacher would like to know whether gender (male\/female) is associated with the preferred type of learning methods (Textbook Reading\/Class Discussion).<\/li><li>A group of students were classified in terms of personality (introvert or extrovert) and in terms of color preference (red, yellow, green or blue) with the purpose of seeing whether there is an association (relationship) between personality and color preference.<\/li><li>A car manufacturing company would like to know if there is an association between different makes of the car and gender<\/li><li>A market researcher would like to know if a particular brand of watches is associated with a particular gender.<\/li><\/ul><p>In each of the above mentioned scenarios, we have two variables measured on Nominal Scale. \u00a0In such cases we would go for Chi-Square test of association. The test is utilized to check if the two categorical variables are independent of each other. To evaluate the hypothesis we use the chi-square statistic, a small value indicates that the null hypothesis is correct and that the two variables are independent of each other. The independence is established by comparing the observed cell frequencies with the expected cell frequencies.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-0cab1b4 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0cab1b4\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-a2b1e48\" data-id=\"a2b1e48\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7e48707 elementor-widget elementor-widget-heading\" data-id=\"7e48707\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Observed Cell Frequencies &amp; Expected Cell Frequencies\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-8e3fd3c\" data-id=\"8e3fd3c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ce34e0e elementor-widget elementor-widget-text-editor\" data-id=\"ce34e0e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>These are the actual number of cases falling in different cells of the contingency table and expected frequencies are the number of cases that should fall in each cell if there is no relationship between the two categorical variables. The basis of the test is difference between the observed frequency and the expected frequency of each cell of the contingency table. While observed cell frequencies can be directly obtained from the given data, the expected cell frequencies are calculated by multiplying the total of the row by the total of the column to which the cell belongs and then dividing by the total sample size.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1c443f4 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1c443f4\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-6e00a0e\" data-id=\"6e00a0e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f293a38 elementor-widget elementor-widget-heading\" data-id=\"f293a38\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Steps to run Chi-Square Test of Association \n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-0f511b5\" data-id=\"0f511b5\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5e2b673 elementor-widget elementor-widget-text-editor\" data-id=\"5e2b673\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ol><li>Choose <strong>Analyze \u2192 Descriptives Statistics \u2192 Crosstabs<\/strong><\/li><li>The resulting dialog box is shown in Figure.<\/li><li>Crosstab dialog box is displayed, asking for data to be divided into row(s) and column(s), now it\u2019s totally on you which variable you put in row or column, it is mostly based on how the data is more readable.<\/li><li>In our case we put the <strong>Personality <\/strong>into row(s) and <strong>Preference<\/strong> in Column(s)<\/li><li>Click button labeled <strong>Statistics<\/strong> and check <strong>Chi-square<\/strong><\/li><li>Click button labeled <strong>Cells<\/strong> and check <strong>Expected <\/strong><\/li><li>Press Continue and then Press OK<\/li><\/ol><p>The output of the analysis is shown below, the results shows three tables<\/p><div><!-- [if gte mso 9]><xml>\n <o:OfficeDocumentSettings>\n  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Name=\"HTML Preformatted\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"HTML Sample\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"HTML Typewriter\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"HTML Variable\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Normal Table\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"annotation subject\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"No List\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Outline List 1\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Outline List 2\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Outline List 3\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Table Simple 1\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Table Simple 2\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Table Simple 3\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Table Classic 1\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Table Classic 2\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Table Classic 3\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Table Classic 4\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Table Colorful 1\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Table Colorful 2\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Table Colorful 3\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Table Columns 1\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Table Columns 2\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Table Columns 3\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Table Columns 4\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Table Columns 5\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Table Grid 1\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Table Grid 2\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Table Grid 3\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Table Grid 4\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Table Grid 5\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Table Grid 6\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Table Grid 7\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Table Grid 8\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Table List 1\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Table List 2\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Table List 3\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Table List 4\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Table List 5\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Table List 6\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Table List 7\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Table List 8\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Table 3D effects 1\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Table 3D effects 2\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Table 3D effects 3\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Table Contemporary\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Table Elegant\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Table Professional\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Table Subtle 1\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Table Subtle 2\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Table Web 1\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Table Web 2\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Table Web 3\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Balloon Text\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"39\" Name=\"Table Grid\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Table Theme\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" Name=\"Placeholder Text\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"1\" QFormat=\"true\" Name=\"No Spacing\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"60\" Name=\"Light Shading\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"61\" Name=\"Light List\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"62\" Name=\"Light Grid\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"63\" Name=\"Medium Shading 1\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"64\" Name=\"Medium Shading 2\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"65\" Name=\"Medium List 1\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"66\" Name=\"Medium List 2\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"67\" Name=\"Medium Grid 1\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"68\" Name=\"Medium Grid 2\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"69\" Name=\"Medium Grid 3\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"70\" Name=\"Dark List\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"71\" Name=\"Colorful Shading\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"72\" Name=\"Colorful List\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"73\" Name=\"Colorful Grid\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"60\" Name=\"Light Shading Accent 1\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"61\" Name=\"Light List Accent 1\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"62\" Name=\"Light Grid Accent 1\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"63\" Name=\"Medium Shading 1 Accent 1\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"64\" Name=\"Medium Shading 2 Accent 1\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"65\" Name=\"Medium List 1 Accent 1\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" Name=\"Revision\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"34\" QFormat=\"true\"\n   Name=\"List Paragraph\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"29\" QFormat=\"true\" Name=\"Quote\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"30\" QFormat=\"true\"\n   Name=\"Intense Quote\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"66\" Name=\"Medium List 2 Accent 1\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"67\" Name=\"Medium Grid 1 Accent 1\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"68\" Name=\"Medium Grid 2 Accent 1\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"69\" Name=\"Medium Grid 3 Accent 1\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"70\" Name=\"Dark List Accent 1\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"71\" Name=\"Colorful Shading Accent 1\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"72\" Name=\"Colorful List Accent 1\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"73\" Name=\"Colorful Grid Accent 1\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"60\" Name=\"Light Shading Accent 2\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"61\" Name=\"Light List Accent 2\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"62\" Name=\"Light Grid Accent 2\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"63\" Name=\"Medium Shading 1 Accent 2\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"64\" Name=\"Medium Shading 2 Accent 2\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"65\" Name=\"Medium List 1 Accent 2\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"66\" Name=\"Medium List 2 Accent 2\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"67\" Name=\"Medium Grid 1 Accent 2\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"68\" Name=\"Medium Grid 2 Accent 2\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"69\" Name=\"Medium Grid 3 Accent 2\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"70\" Name=\"Dark List Accent 2\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"71\" Name=\"Colorful Shading Accent 2\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"72\" Name=\"Colorful List Accent 2\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"73\" Name=\"Colorful Grid Accent 2\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"60\" Name=\"Light Shading Accent 3\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"61\" Name=\"Light List Accent 3\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"62\" Name=\"Light Grid Accent 3\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"63\" Name=\"Medium Shading 1 Accent 3\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"64\" Name=\"Medium Shading 2 Accent 3\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"65\" Name=\"Medium List 1 Accent 3\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"66\" Name=\"Medium List 2 Accent 3\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"67\" Name=\"Medium Grid 1 Accent 3\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"68\" Name=\"Medium Grid 2 Accent 3\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"69\" Name=\"Medium Grid 3 Accent 3\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"70\" Name=\"Dark List Accent 3\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"71\" Name=\"Colorful Shading Accent 3\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"72\" Name=\"Colorful List Accent 3\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"73\" Name=\"Colorful Grid Accent 3\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"60\" Name=\"Light Shading Accent 4\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"61\" Name=\"Light List Accent 4\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"62\" Name=\"Light Grid Accent 4\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"63\" Name=\"Medium Shading 1 Accent 4\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"64\" Name=\"Medium Shading 2 Accent 4\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"65\" Name=\"Medium List 1 Accent 4\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"66\" Name=\"Medium List 2 Accent 4\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"67\" Name=\"Medium Grid 1 Accent 4\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"68\" Name=\"Medium Grid 2 Accent 4\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"69\" Name=\"Medium Grid 3 Accent 4\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"70\" Name=\"Dark List Accent 4\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"71\" Name=\"Colorful Shading Accent 4\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"72\" Name=\"Colorful List Accent 4\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"73\" Name=\"Colorful Grid Accent 4\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"60\" Name=\"Light Shading Accent 5\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"61\" Name=\"Light List Accent 5\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"62\" Name=\"Light Grid Accent 5\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"63\" Name=\"Medium Shading 1 Accent 5\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"64\" Name=\"Medium Shading 2 Accent 5\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"65\" Name=\"Medium List 1 Accent 5\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"66\" Name=\"Medium List 2 Accent 5\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"67\" Name=\"Medium Grid 1 Accent 5\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"68\" Name=\"Medium Grid 2 Accent 5\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"69\" Name=\"Medium Grid 3 Accent 5\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"70\" Name=\"Dark List Accent 5\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"71\" Name=\"Colorful Shading Accent 5\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"72\" Name=\"Colorful List Accent 5\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"73\" Name=\"Colorful Grid Accent 5\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"60\" Name=\"Light Shading Accent 6\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"61\" Name=\"Light List Accent 6\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"62\" Name=\"Light Grid Accent 6\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"63\" Name=\"Medium Shading 1 Accent 6\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"64\" Name=\"Medium Shading 2 Accent 6\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"65\" Name=\"Medium List 1 Accent 6\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"66\" Name=\"Medium List 2 Accent 6\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"67\" Name=\"Medium Grid 1 Accent 6\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"68\" Name=\"Medium Grid 2 Accent 6\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"69\" Name=\"Medium Grid 3 Accent 6\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"70\" Name=\"Dark List Accent 6\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"71\" Name=\"Colorful Shading Accent 6\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"72\" Name=\"Colorful List Accent 6\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"73\" Name=\"Colorful Grid Accent 6\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"19\" QFormat=\"true\"\n   Name=\"Subtle Emphasis\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"21\" QFormat=\"true\"\n   Name=\"Intense Emphasis\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"31\" QFormat=\"true\"\n   Name=\"Subtle Reference\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"32\" QFormat=\"true\"\n   Name=\"Intense Reference\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"33\" QFormat=\"true\" Name=\"Book Title\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"37\" SemiHidden=\"true\"\n   UnhideWhenUsed=\"true\" Name=\"Bibliography\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"39\" SemiHidden=\"true\"\n   UnhideWhenUsed=\"true\" QFormat=\"true\" Name=\"TOC Heading\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"41\" Name=\"Plain Table 1\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"42\" Name=\"Plain Table 2\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"43\" Name=\"Plain Table 3\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"44\" Name=\"Plain Table 4\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"45\" Name=\"Plain Table 5\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"40\" Name=\"Grid Table Light\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"46\" Name=\"Grid Table 1 Light\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"47\" Name=\"Grid Table 2\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"48\" Name=\"Grid Table 3\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"49\" Name=\"Grid Table 4\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"50\" Name=\"Grid Table 5 Dark\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"51\" Name=\"Grid Table 6 Colorful\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"52\" Name=\"Grid Table 7 Colorful\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"46\"\n   Name=\"Grid Table 1 Light Accent 1\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"47\" Name=\"Grid Table 2 Accent 1\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"48\" Name=\"Grid Table 3 Accent 1\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"49\" Name=\"Grid Table 4 Accent 1\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"50\" Name=\"Grid Table 5 Dark Accent 1\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"51\"\n   Name=\"Grid Table 6 Colorful Accent 1\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"52\"\n   Name=\"Grid Table 7 Colorful Accent 1\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"46\"\n   Name=\"Grid Table 1 Light Accent 2\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"47\" Name=\"Grid Table 2 Accent 2\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"48\" Name=\"Grid Table 3 Accent 2\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"49\" Name=\"Grid Table 4 Accent 2\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"50\" Name=\"Grid Table 5 Dark Accent 2\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"51\"\n   Name=\"Grid Table 6 Colorful Accent 2\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"52\"\n   Name=\"Grid Table 7 Colorful Accent 2\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"46\"\n   Name=\"Grid Table 1 Light Accent 3\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"47\" Name=\"Grid Table 2 Accent 3\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"48\" Name=\"Grid Table 3 Accent 3\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"49\" Name=\"Grid Table 4 Accent 3\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"50\" Name=\"Grid Table 5 Dark Accent 3\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"51\"\n   Name=\"Grid Table 6 Colorful Accent 3\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"52\"\n   Name=\"Grid Table 7 Colorful Accent 3\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"46\"\n   Name=\"Grid Table 1 Light Accent 4\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"47\" Name=\"Grid Table 2 Accent 4\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"48\" Name=\"Grid Table 3 Accent 4\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"49\" Name=\"Grid Table 4 Accent 4\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"50\" Name=\"Grid Table 5 Dark Accent 4\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"51\"\n   Name=\"Grid Table 6 Colorful Accent 4\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"52\"\n   Name=\"Grid Table 7 Colorful Accent 4\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"46\"\n   Name=\"Grid Table 1 Light Accent 5\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"47\" Name=\"Grid Table 2 Accent 5\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"48\" Name=\"Grid Table 3 Accent 5\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"49\" Name=\"Grid Table 4 Accent 5\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"50\" Name=\"Grid Table 5 Dark Accent 5\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"51\"\n   Name=\"Grid Table 6 Colorful Accent 5\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"52\"\n   Name=\"Grid Table 7 Colorful Accent 5\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"46\"\n   Name=\"Grid Table 1 Light Accent 6\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"47\" Name=\"Grid Table 2 Accent 6\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"48\" Name=\"Grid Table 3 Accent 6\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"49\" Name=\"Grid Table 4 Accent 6\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"50\" Name=\"Grid Table 5 Dark Accent 6\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"51\"\n   Name=\"Grid Table 6 Colorful Accent 6\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"52\"\n   Name=\"Grid Table 7 Colorful Accent 6\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"46\" Name=\"List Table 1 Light\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"47\" Name=\"List Table 2\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"48\" Name=\"List Table 3\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"49\" Name=\"List Table 4\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"50\" Name=\"List Table 5 Dark\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"51\" Name=\"List Table 6 Colorful\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"52\" Name=\"List Table 7 Colorful\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"46\"\n   Name=\"List Table 1 Light Accent 1\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"47\" Name=\"List Table 2 Accent 1\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"48\" Name=\"List Table 3 Accent 1\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"49\" Name=\"List Table 4 Accent 1\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"50\" Name=\"List Table 5 Dark Accent 1\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"51\"\n   Name=\"List Table 6 Colorful Accent 1\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"52\"\n   Name=\"List Table 7 Colorful Accent 1\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"46\"\n   Name=\"List Table 1 Light Accent 2\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"47\" Name=\"List Table 2 Accent 2\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"48\" Name=\"List Table 3 Accent 2\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"49\" Name=\"List Table 4 Accent 2\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"50\" Name=\"List Table 5 Dark Accent 2\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"51\"\n   Name=\"List Table 6 Colorful Accent 2\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"52\"\n   Name=\"List Table 7 Colorful Accent 2\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"46\"\n   Name=\"List Table 1 Light Accent 3\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"47\" Name=\"List Table 2 Accent 3\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"48\" Name=\"List Table 3 Accent 3\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"49\" Name=\"List Table 4 Accent 3\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"50\" Name=\"List Table 5 Dark Accent 3\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"51\"\n   Name=\"List Table 6 Colorful Accent 3\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"52\"\n   Name=\"List Table 7 Colorful Accent 3\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"46\"\n   Name=\"List Table 1 Light Accent 4\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"47\" Name=\"List Table 2 Accent 4\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"48\" Name=\"List Table 3 Accent 4\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"49\" Name=\"List Table 4 Accent 4\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"50\" Name=\"List Table 5 Dark Accent 4\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"51\"\n   Name=\"List Table 6 Colorful Accent 4\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"52\"\n   Name=\"List Table 7 Colorful Accent 4\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"46\"\n   Name=\"List Table 1 Light Accent 5\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"47\" Name=\"List Table 2 Accent 5\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"48\" Name=\"List Table 3 Accent 5\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"49\" Name=\"List Table 4 Accent 5\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"50\" Name=\"List Table 5 Dark Accent 5\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"51\"\n   Name=\"List Table 6 Colorful Accent 5\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"52\"\n   Name=\"List Table 7 Colorful Accent 5\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"46\"\n   Name=\"List Table 1 Light Accent 6\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"47\" Name=\"List Table 2 Accent 6\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"48\" Name=\"List Table 3 Accent 6\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"49\" Name=\"List Table 4 Accent 6\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"50\" Name=\"List Table 5 Dark Accent 6\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"51\"\n   Name=\"List Table 6 Colorful Accent 6\"\/>\n  <w:LsdException Locked=\"false\" Priority=\"52\"\n   Name=\"List Table 7 Colorful Accent 6\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Mention\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Smart Hyperlink\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Hashtag\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Unresolved Mention\"\/>\n  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\"\n   Name=\"Smart Link\"\/>\n <\/w:LatentStyles>\n<\/xml><![endif]--><!-- [if gte mso 10]>\n<style>\n \/* Style Definitions *\/\n table.MsoNormalTable\n\t{mso-style-name:\"Table Normal\";\n\tmso-tstyle-rowband-size:0;\n\tmso-tstyle-colband-size:0;\n\tmso-style-noshow:yes;\n\tmso-style-priority:99;\n\tmso-style-parent:\"\";\n\tmso-padding-alt:0in 5.4pt 0in 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\" alt=\"Chi-Square Test SPSS Output\" width=\"527\" height=\"393\" \/><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-26919eb elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"26919eb\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-33dc21b\" data-id=\"33dc21b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e8f2d63 elementor-widget elementor-widget-heading\" data-id=\"e8f2d63\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Reporting Chi-Square Test of Association \n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-ac8566d\" data-id=\"ac8566d\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-fb83b28 elementor-widget elementor-widget-text-editor\" data-id=\"fb83b28\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>The Problem:<\/strong><\/p><p>To identify the association between personality and color preference (red, yellow, green or blue).<\/p><p><strong>Hypothesis<\/strong><\/p><p><strong>H<sub>1<\/sub>:<\/strong> There is a significant association between personality and color preference<\/p><p>Chi-square statistics were used to examine association between categorical variables (Personality and Color Preference). There is an insignificant association at 5% significance level between Personality and color preference of respondents (Chi-Square = 4.535, df = 3, p = .209). Hence, H1 was not supported.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e650d3e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e650d3e\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-faa98a0\" data-id=\"faa98a0\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-24a13c0 elementor-widget elementor-widget-heading\" data-id=\"24a13c0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Video: Step by Step Guide to Run Crosstab and Chi-Square Test in SPSS<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-pl1arff elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"pl1arff\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-da37464\" data-id=\"da37464\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f868005 elementor-widget elementor-widget-video\" data-id=\"f868005\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/www.youtube.com\\\/watch?v=7oq6snUiXb0&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-35fd1cb elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"35fd1cb\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-b6fde1e\" data-id=\"b6fde1e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1de43f7 elementor-widget elementor-widget-heading\" data-id=\"1de43f7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Additional SPSS Tutorials<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-15ca12ab elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"15ca12ab\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-40a46f18\" data-id=\"40a46f18\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-10a621ab elementor-widget elementor-widget-wp-widget-ccchildpages_widget\" data-id=\"10a621ab\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"wp-widget-ccchildpages_widget.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul><li class=\"page_item page-item-6028 menu-item\"><a href=\"https:\/\/researchwithfawad.com\/index.php\/lp-courses\/data-analysis-using-spss\/binary-logistic-regression-analysis-in-spss\/\" class=\"menu-link\">Binary Logistic Regression Analysis in SPSS<\/a><\/li>\n<li class=\"page_item page-item-3688 menu-item\"><a href=\"https:\/\/researchwithfawad.com\/index.php\/lp-courses\/data-analysis-using-spss\/categorical-predictor-dummy-variables-in-regression-using-spss\/\" class=\"menu-link\">Categorical Predictor\/Dummy Variables in Regression using SPSS<\/a><\/li>\n<li class=\"page_item page-item-6257 menu-item\"><a href=\"https:\/\/researchwithfawad.com\/index.php\/lp-courses\/data-analysis-using-spss\/data-screening-and-handling-missing-data-using-spss\/\" class=\"menu-link\">Data Screening and Handling Missing Data using SPSS<\/a><\/li>\n<li class=\"page_item page-item-7418 menu-item\"><a href=\"https:\/\/researchwithfawad.com\/index.php\/lp-courses\/data-analysis-using-spss\/how-to-check-linear-relationship-in-spss\/\" class=\"menu-link\">How to Check Linear Relationship in SPSS<\/a><\/li>\n<li class=\"page_item page-item-3767 menu-item\"><a href=\"https:\/\/researchwithfawad.com\/index.php\/lp-courses\/data-analysis-using-spss\/how-to-perform-exploratory-factor-analysis-using-spss\/\" class=\"menu-link\">How to Perform Exploratory Factor Analysis using SPSS<\/a><\/li>\n<li class=\"page_item page-item-3899 menu-item\"><a href=\"https:\/\/researchwithfawad.com\/index.php\/lp-courses\/data-analysis-using-spss\/how-to-perform-one-way-anova\/\" class=\"menu-link\">How to Perform One Way ANOVA<\/a><\/li>\n<li class=\"page_item page-item-3573 menu-item\"><a href=\"https:\/\/researchwithfawad.com\/index.php\/lp-courses\/data-analysis-using-spss\/how-to-run-interpret-and-report-descriptive-statistics-using-spss\/\" class=\"menu-link\">How to Run, Interpret, and Report Descriptive Statistics using SPSS<\/a><\/li>\n<li class=\"page_item page-item-3556 menu-item\"><a 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class=\"page_item page-item-3620 menu-item\"><a href=\"https:\/\/researchwithfawad.com\/index.php\/lp-courses\/data-analysis-using-spss\/pearson-correlation-analysis-using-spss\/\" class=\"menu-link\">Pearson Correlation Analysis using SPSS<\/a><\/li>\n<li class=\"page_item page-item-3653 menu-item\"><a href=\"https:\/\/researchwithfawad.com\/index.php\/lp-courses\/data-analysis-using-spss\/concept-interpretation-reporting-regression-analysis-using-spss\/\" class=\"menu-link\">Regression Analysis using SPSS: Concept, Interpretation, Reporting<\/a><\/li>\n<li class=\"page_item page-item-3585 menu-item\"><a href=\"https:\/\/researchwithfawad.com\/index.php\/lp-courses\/data-analysis-using-spss\/transform-continuous-variables-into-categorical-variables-in-spss\/\" class=\"menu-link\">Transform Continuous Variables into Categorical Variables using SPSS<\/a><\/li>\n<\/ul>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Crosstab Report and Chi-Square Test Using SPSS Crosstab Report using SPSS Another way to describe categorical data is through the use of Crosstab report also located under Descriptive Statistics menu. Crosstab report mainly provide with number of occurrences (frequencies) in a tabular form.\u00a0 Crosstabulation helps produce summary results in the form of a table where [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":3669,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"no-sidebar","site-content-layout":"page-builder","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"enabled","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-3607","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO 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\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