{"presentation":{"slides":[{"elements":[{"x":8.714596949891067,"y":10.75268817204301,"width":83.87799564270152,"height":60.21505376344086,"action":{"library":"H5P.AdvancedText 1.1","params":{"text":"

Nominal Data<\/span><\/h2>\n\n
It is arbitrary label for data; no ranking or order allowed.<\/span><\/p>\n\n
Gender (male or female) is an example of nominal variable. If the variable is coded numerically, say Female = 1, Male = 0, we still treat it as nominal data because mathematical operations (addition, subtraction, multiplication, or division) will not make sense, e.g., can we conclude 1 (female) + 0 (male) = 1 (female)?<\/span><\/p>\n\n
By same token, telephone number, SSN, or credit numbers are examples of nominal data.<\/span><\/p>\n"},"subContentId":"45febdac-8f10-481d-af3f-09bcc8d00004","metadata":{"contentType":"Text","license":"U","title":"Untitled Text"}},"alwaysDisplayComments":false,"backgroundOpacity":0,"displayAsButton":false,"buttonSize":"big","goToSlideType":"specified","invisible":false,"solution":""}],"slideBackgroundSelector":{}},{"elements":[{"x":8.714596949891067,"y":10.75268817204301,"width":83.87799564270152,"height":60.21505376344086,"action":{"library":"H5P.AdvancedText 1.1","params":{"text":"
Ordinal Data<\/span><\/h2>\n\n
1) Ranking allowed<\/span><\/p>\n\n
2) No measurable meaning to the number differences<\/span><\/p>\n\n
3) Can be measured on the Likert Scale<\/span><\/p>\n\n
E.g., math scale rated from 1 to 10 with 10 as the best, or ranks such as the military ranks, your rank in your college career. <\/span><\/p>\n"},"subContentId":"f5f73237-011b-4319-bd6f-b890b60d205b","metadata":{"contentType":"Text","license":"U","title":"Untitled Text"}},"alwaysDisplayComments":false,"backgroundOpacity":0,"displayAsButton":false,"buttonSize":"big","goToSlideType":"specified","invisible":false,"solution":""}],"slideBackgroundSelector":{}},{"elements":[{"x":4.357298474945534,"y":10.75268817204301,"width":91.50326797385621,"height":75.26881720430107,"action":{"library":"H5P.AdvancedText 1.1","params":{"text":"
Interval Data<\/span><\/h2>\n\n
1) no true zero point<\/span><\/p>\n\n
e.g., a temperature of zero on the Celsius or Fahrenheit scale does not mean there is no kinetic energy. Here zero is simply arbitrarily selected. Women's dress size is another example where a size 0 does not indicate a void of dress size.<\/span><\/p>\n\n
2) the division of two variables is meaningless<\/span><\/p>\n\n
e.g., a temperature of 4 degrees on the Fahrenheit scale is not twice as great as the kinetic energy with a temperature of 2 degrees. Or if one's numerical points earned on QMET251 Test 1 is twice as much as another student, e.g., 80 vs 40, or 80\/40 = 2, it does not mean the one earning 80 is twice as intelligent as the one earning 40.<\/span><\/p>\n"},"subContentId":"8db69e42-b633-44aa-a62f-8f134a23bce1","metadata":{"contentType":"Text","license":"U","title":"Untitled Text"}},"alwaysDisplayComments":false,"backgroundOpacity":0,"displayAsButton":false,"buttonSize":"big","goToSlideType":"specified","invisible":false,"solution":""}],"slideBackgroundSelector":{}},{"elements":[{"x":6.535947712418301,"y":19.30778494623656,"width":87.14596949891067,"height":70.96774193548387,"action":{"library":"H5P.AdvancedText 1.1","params":{"text":"
Ratio Data<\/span><\/h2>\n\n
1) meaningful differences<\/span><\/p>\n\n
2) true zero point<\/span><\/p>\n\n
Mathematical operations of addition, subtraction, multiplication, and division are reasonable on ratio data. For example, if I do not have any money in my bank account, that \"0\" is meaningful; if student A has 800 in his bank, and student B 400, 800\/400 = 2 is meaningful too. So whether \"0\" is meaningful and whether division of two numerical values makes sense are the two key difference indicator between interval and ratio level.<\/span><\/p>\n"},"subContentId":"5066c207-e350-4ee2-9f0d-d0f42350a3ef","metadata":{"contentType":"Text","license":"U","title":"Untitled Text"}},"alwaysDisplayComments":false,"backgroundOpacity":0,"displayAsButton":false,"buttonSize":"big","goToSlideType":"specified","invisible":false,"solution":""}],"slideBackgroundSelector":{}},{"elements":[{"x":8.275862068965518,"y":2.7247956403269757,"width":81.10344827586206,"height":97.27520435967303,"action":{"library":"H5P.Image 1.1","params":{"decorative":false,"contentName":"Image","alt":"Definitions and examples of Ratio Data, Interval Data, Ordinal Data, and Nominal Data","file":{"path":"images\/file-638582b26eb05.jpeg","mime":"image\/jpeg","copyright":{"license":"U"},"width":635,"height":385}},"subContentId":"0ba29026-6821-4976-8e55-489f67d2b65c","metadata":{"contentType":"Image","license":"U","title":"Untitled Image"}},"alwaysDisplayComments":false,"backgroundOpacity":0,"displayAsButton":false,"buttonSize":"big","goToSlideType":"specified","invisible":false,"solution":""}],"slideBackgroundSelector":{}},{"elements":[{"x":2.178649237472767,"y":2.150537634408602,"width":94.77124183006536,"height":94.62365591397848,"action":{"library":"H5P.DragQuestion 1.14","params":{"scoreShow":"Check","submit":"Submit","tryAgain":"Retry","scoreExplanation":"Correct answers give +1 point. Incorrect answers give -1 point. The lowest possible score is 0.","question":{"settings":{"size":{"width":700,"height":270},"background":{"path":"images\/background-638586762008b.png","mime":"image\/png","copyright":{"license":"U"},"width":470,"height":456}},"task":{"elements":[{"x":4.285714285714286,"y":67.77777777777777,"width":9.82578125,"height":1.51328125,"dropZones":["0","1"],"type":{"library":"H5P.AdvancedText 1.1","params":{"text":"
Moody College<\/p>\n"},"subContentId":"dd24100f-dd51-4ea2-aaf2-83de064cc89b","metadata":{"contentType":"Text","license":"U","title":"Untitled Text"}},"backgroundOpacity":100,"multiple":false},{"x":34.285714285714285,"y":67.77777777777777,"width":9.82578125,"height":1.57578125,"dropZones":["1","0"],"type":{"library":"H5P.AdvancedText 1.1","params":{"text":"
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