Which of the following is an example of a categorical variable (also known as a qualitative variable)? Understanding the why is just as important as the what itself. For example, the number of girls in each section of a school. Qualitative (or categorical) variables allow for classification of individuals based on some attribute or characteristic. Experts are tested by Chegg as specialists in their subject area. (Thats why another name for them is numerical variables.) Students will choose appropriate visual displays, measures of . stream Ratio data gets its name because the ratio of two measurements can be interpreted meaningfully, whereas two measurements cannot be directly compared with intervals. Learn. Suppose the average PSAT math score is 48. The data is classified into four categories: Nominal data. Examples: You intend to seek expected behaviour in future. Time it takes to get to school _____ 2. For example, many web analysts and marketing professionals use Google Analytics (pictured below) to gather data about their websites traffic and performance. With large data pools, a survey of each individual person or data point may be infeasible. The numbers themselves dont have meaning that is, you wouldnt add the numbers together.
\nWhich of the following is an example of a quantitative variable (also known as a numerical variable)?
\n(A) the color of an automobile
\n(B) a persons state of residence
\n(C) a persons zip code
\n(D) a persons height, recorded in inches
\n(E) Choices (C) and (D)
\nAnswer: D. a persons height, recorded in inches
\nWhich of the following is an example of a categorical variable (also known as a qualitative variable)?
\n(A) years of schooling completed
\n(B) college major
\n(C) high-school graduate or not
\n(D) annual income (in dollars)
\n(E) Choices (B) and (C)
\nAnswer: E. Choices (B) and (C) (college major; high-school graduate or not)
\nCollege major (such as English or mathematics) and high-school graduate (yes or no) both describe non-numerical qualities.
\nIf you need more practice on this and other topics from your statistics course, visit to purchase online access to 1,001 statistics practice problems! We can help you track your performance, see where you need to study, and create customized problem sets to master your stats skills.
","description":"When working with statistics, it's important to understand some of the terminology used, including quantitative and categorical variables and how they differ. random variable, A random variable can be discrete A given question with two options is classified as binary because it is restrictedbut may include magnitudes of alternate options which make it nonbinary. 1. It can be tested and checked, and anyone can replicate both an experiment and its results. Continuous data. In your first job assignment, you need to monitor the time required for your special ed teachers to teach a certain . 1. Which of the following is TRUE: If the answer to the question is numerical, then . Height in feet, age in years, and weight in pounds are examples of quantitative data. In statistics, variables can be classified as either, Marital status (married, single, divorced), Level of education (e.g. . Gender 7. Question: CATEGORICAL OR QUANTITATIVE Determine if the variables listed below are quantitative or categorical. Together we create unstoppable momentum. Examples of nominal data include name, height, and weight. He paid a $60 title fee and a$44 license fee. Time: 1:00 p.m.-4:00 p.m. Quantitative Variables: Sometimes referred to as "numeric" variables, these are variables that represent a measurable quantity. PART 2 - PRACTICE PROBLEMS A.) For example, quantitative methods are used to calculate a citys demographicshow many people live there, their ages, their ethnicities, their incomes, and so on. (D) a persons height, recorded in inches, Answer: D. a persons height, recorded in inches. or continuous, To graph the probability Here's how Digital Experience Intelligence changes the game. With quantitative analysis, nominal data is mostly collected using open-ended questions while ordinal data is mostly collected using multiple-choice questions. These variables can usually be phrased in a yes/no question. For example, a survey of 100 consumers about where they plan to shop during the holidays might show that 45 of them plan to shop online, while the other 55 plan to shop in stores. Quantitative data is used for calculations or obtaining numerical results. Quantitative data is data that can be counted or measured in numerical values. a dignissimos. Dummies has always stood for taking on complex concepts and making them easy to understand. Aim To describe and . Study with Quizlet and memorize flashcards containing terms like Time it takes to go to school, Height, Number of shoes owned and more. Gender 7. A Computer Science portal for geeks. To conductquantitative researchwith statistical methods, a researcher would collect data based on ahypothesis, and then that data is manipulated and studied as part of hypothesis testing, proving the accuracy or reliability of the hypothesis. time it takes to get to school quantitative or categoricalhorse heaven hills road conditionshorse heaven hills road conditions Quantitative data is mostly numbers based, so here are a few numerical examples to help you understand how its analyzed: The airplane went up 22,000 feet in the air. Numerical data, on the other hand, is mostly collected through multiple-choice questions whenever there is a need for calculation. When a car breaks down on the highway, the emergency dispatcher may ask for the nearest mile marker. A global consumer survey reveals the industries that will be hit hardest by reduced consumer spending in the face of economic uncertainty. In general, we classify data into two groups: qualitative or quantitative. In non-random sampling, each sample unit does not have the same probability of being included in the sample. For instance, if you were searching for competitive intel, you could use a tool like Google Analytics to find out what is happening with your competition. b. If the thing you want to understand is subjective or measured along a scale, you will need to conduct qualitative research and qualitative analysis. - For example: the amount of time you wait in . In a table like this, each individual is represented by one row. Examples include: Participant. document.getElementById( "ak_js_1" ).setAttribute( "value", ( new Date() ).getTime() ); Statology is a site that makes learning statistics easy by explaining topics in simple and straightforward ways. Quantitative Categorical (4) Arrived/Departed on Schedule Quantitative Categorical Practice Problems Determine if the variables listed below are quantitative or categorical. Qualitative Quantitative; discrete Quantitative; continuous b. Categorical data is divided into two types, nominal and ordinal. (Q or C) 1. Saying uses 0 as a reference point to compare the two temperatures, which is incorrect. endobj 9 0 obj Quantitative researchis used in many fields of study, includingpsychology, digital experience intelligence, economics, demography, marketing, political science, sociology, epidemiology, gender studies, health, and human development. UCLA Institute for Digital Research and Education What statistical analysis should I use. My principal research domain is business networks and relationships as I consider these to be a key drivers for enhancing performance. Categorical variablestake category or label values, and place an individual into one of several groups. Number of people under 18 living in a household 3. \"https://sb\" : \"http://b\") + \".scorecardresearch.com/beacon.js\";el.parentNode.insertBefore(s, el);})();\r\n","enabled":true},{"pages":["all"],"location":"footer","script":"\r\n
\r\n","enabled":false},{"pages":["all"],"location":"header","script":"\r\n","enabled":false},{"pages":["article"],"location":"header","script":" ","enabled":true},{"pages":["homepage"],"location":"header","script":"","enabled":true},{"pages":["homepage","article","category","search"],"location":"footer","script":"\r\n\r\n","enabled":true}]}},"pageScriptsLoadedStatus":"success"},"navigationState":{"navigationCollections":[{"collectionId":287568,"title":"BYOB (Be Your Own Boss)","hasSubCategories":false,"url":"/collection/for-the-entry-level-entrepreneur-287568"},{"collectionId":293237,"title":"Be a Rad Dad","hasSubCategories":false,"url":"/collection/be-the-best-dad-293237"},{"collectionId":295890,"title":"Career Shifting","hasSubCategories":false,"url":"/collection/career-shifting-295890"},{"collectionId":294090,"title":"Contemplating the Cosmos","hasSubCategories":false,"url":"/collection/theres-something-about-space-294090"},{"collectionId":287563,"title":"For Those Seeking Peace of Mind","hasSubCategories":false,"url":"/collection/for-those-seeking-peace-of-mind-287563"},{"collectionId":287570,"title":"For the Aspiring Aficionado","hasSubCategories":false,"url":"/collection/for-the-bougielicious-287570"},{"collectionId":291903,"title":"For the Budding Cannabis Enthusiast","hasSubCategories":false,"url":"/collection/for-the-budding-cannabis-enthusiast-291903"},{"collectionId":291934,"title":"For the Exam-Season Crammer","hasSubCategories":false,"url":"/collection/for-the-exam-season-crammer-291934"},{"collectionId":287569,"title":"For the Hopeless Romantic","hasSubCategories":false,"url":"/collection/for-the-hopeless-romantic-287569"},{"collectionId":296450,"title":"For the Spring Term Learner","hasSubCategories":false,"url":"/collection/for-the-spring-term-student-296450"}],"navigationCollectionsLoadedStatus":"success","navigationCategories":{"books":{"0":{"data":[{"categoryId":33512,"title":"Technology","hasSubCategories":true,"url":"/category/books/technology-33512"},{"categoryId":33662,"title":"Academics & The Arts","hasSubCategories":true,"url":"/category/books/academics-the-arts-33662"},{"categoryId":33809,"title":"Home, Auto, & Hobbies","hasSubCategories":true,"url":"/category/books/home-auto-hobbies-33809"},{"categoryId":34038,"title":"Body, Mind, & Spirit","hasSubCategories":true,"url":"/category/books/body-mind-spirit-34038"},{"categoryId":34224,"title":"Business, Careers, & Money","hasSubCategories":true,"url":"/category/books/business-careers-money-34224"}],"breadcrumbs":[],"categoryTitle":"Level 0 Category","mainCategoryUrl":"/category/books/level-0-category-0"}},"articles":{"0":{"data":[{"categoryId":33512,"title":"Technology","hasSubCategories":true,"url":"/category/articles/technology-33512"},{"categoryId":33662,"title":"Academics & The Arts","hasSubCategories":true,"url":"/category/articles/academics-the-arts-33662"},{"categoryId":33809,"title":"Home, Auto, & Hobbies","hasSubCategories":true,"url":"/category/articles/home-auto-hobbies-33809"},{"categoryId":34038,"title":"Body, Mind, & Spirit","hasSubCategories":true,"url":"/category/articles/body-mind-spirit-34038"},{"categoryId":34224,"title":"Business, Careers, & Money","hasSubCategories":true,"url":"/category/articles/business-careers-money-34224"}],"breadcrumbs":[],"categoryTitle":"Level 0 Category","mainCategoryUrl":"/category/articles/level-0-category-0"}}},"navigationCategoriesLoadedStatus":"success"},"searchState":{"searchList":[],"searchStatus":"initial","relatedArticlesList":[],"relatedArticlesStatus":"initial"},"routeState":{"name":"Article3","path":"/article/academics-the-arts/math/statistics/how-to-distinguish-quantitative-and-categorical-variables-147306/","hash":"","query":{},"params":{"category1":"academics-the-arts","category2":"math","category3":"statistics","article":"how-to-distinguish-quantitative-and-categorical-variables-147306"},"fullPath":"/article/academics-the-arts/math/statistics/how-to-distinguish-quantitative-and-categorical-variables-147306/","meta":{"routeType":"article","breadcrumbInfo":{"suffix":"Articles","baseRoute":"/category/articles"},"prerenderWithAsyncData":true},"from":{"name":null,"path":"/","hash":"","query":{},"params":{},"fullPath":"/","meta":{}}},"dropsState":{"submitEmailResponse":false,"status":"initial"},"sfmcState":{"status":"initial"},"profileState":{"auth":{},"userOptions":{},"status":"success"}}, Statistics: 1001 Practice Problems For Dummies (+ Free Online Practice), 1,001 Statistics Practice Problems For Dummies, Statistics: 1001 Practice Problems For Dummies Cheat Sheet, Sticking to a Strategy When You Solve Statistics Problems.