In the next preview assignment and in the next class, you will need to be able to rewrite equations and inequalities, use formulas to make inferences about two means, and calculate a difference between two measurements.
Screen Time Across America
In 2018, Apple released a program that tracks screen time usage on their phones. In order to have a good idea of how much time Americans spend on their phones, a study was conducted with 2,103 participants. The dataset we are going to look at for this corequisite support activity contains the mean daily data usage for Apple users in each of the 50 states across America.[1] To read more about this study, go to https://simpletexting.com/screen-time-survey/.
Go to the DCMP Describing and Exploring Quantitative Variables tool at https://dcmathpathways.shinyapps.io/EDA_quantitative/.
Next, locate “Enter Data” on the drop-down menu and select “Your Own.” For “Name of Variable,” type in “Average Daily Screen Time (in minutes)” and then copy and paste the following daily screen time data (continued on the following page) in the “Enter Observations” box.
| State | Average Daily Screen Time
(in minutes) |
State | Average Daily Screen Time (in minutes) | |
| Alabama | 170 | Montana | 154 | |
| Alaska | 134 | Nebraska | 182 | |
| Arizona | 276 | Nevada | 262 | |
| Arkansas | 145 | New Hampshire | 135 | |
| California | 204 | New Jersey | 182 | |
| Colorado | 166 | New Mexico | 177 | |
| Connecticut | 262 | New York | 206 | |
| Delaware | 166 | North Carolina | 205 | |
| Florida | 213 | North Dakota | 192 | |
| Georgia | 198 | Ohio | 231 | |
| Hawaii | 133 | Oklahoma | 131 | |
| Idaho | 161 | Oregon | 132 | |
| Illinois | 220 | Pennsylvania | 213 | |
| Indiana | 220 | Rhode Island | 165 | |
| Iowa | 163 | South Carolina | 155 | |
| Kansas | 146 | South Dakota | 154 | |
| Kentucky | 149 | Tennessee | 196 | |
| Louisiana | 144 | Texas | 186 | |
| Maine | 165 | Utah | 155 | |
| Maryland | 199 | Vermont | 124 | |
| Massachusetts | 195 | Virginia | 179 | |
| Michigan | 188 | Washington | 173 | |
| Minnesota | 140 | West Virginia | 150 | |
| Mississippi | 146 | Wisconsin | 211 | |
| Missouri | 211 | Wyoming | 134 |
Question 1
1) What is the mean you calculated using the data analysis tool?
Question 2
2) What does the mean represent in this context?
Question 3
3) We are going to see how far above and below the mean the average daily screen time (in minutes) is for some states. In order to find this difference, use the following formula:
Difference = (average daily screen time, in minutes) – (mean)
For example, for Alabama, we would take the average daily screen time (170) and subtract the mean (178): 170 – 178 = –8
a) Find the difference between Oregon and the mean.
b) Describe what this difference represents in this context.
c) Find the difference between Michigan and the mean.
d) Describe what this difference represents in this context.
Question 4
4) If you live in a different state than the two above, find the difference between the state you live in and the mean. Describe what the difference represents in this context.
Question 5
5) Consider the equation [latex]a=b[/latex]. You can rewrite this equation in an equivalent form that has 0 on the right side by subtracting [latex]b[/latex] from both sides, as follows:
[latex]a=b[/latex]
[latex]a-b=b-b[/latex]
[latex]a-b=0[/latex]
a) Consider the equation [latex]\mu_{1}=\mu_{2}[/latex]. Rewrite this equation in an equivalent form that has 0 on the right side by subtracting [latex]\mu_{2}[/latex] from both sides.
b) Consider the inequality [latex]\mu_{1}<\mu_{2}[/latex]. Rewrite this inequality in an equivalent form that has 0 on the right side by subtracting [latex]\mu_{2}[/latex] from both sides. c) Consider the inequality [latex]\mu_{1}>\mu_{2}[/latex]. Rewrite this inequality in an equivalent form that has 0 on the right side by subtracting [latex]\mu_{2}[/latex] from both sides.
Question 6
6) Provide plausible values for the population mean that would make the following statements true.
a) [latex]\mu_{1}-\mu_{2}=0[/latex]
b) [latex]\mu_{1}-\mu_{2}<0[/latex] c) [latex]\mu_{1}-\mu_{2}>0[/latex]
Question 7
7) The formula for the test statistic to compare two population means contains multiple values for the sample mean, sample standard deviation, sample size, and population mean. To prepare for the preview assignment and in-class activity, match each symbol in the following table with its description by drawing lines between them.
| Symbol | Description | |
| [latex]s_{1}[/latex] | difference between the population means | |
| [latex]n_{1}[/latex] | population mean of Group 1 | |
| [latex]\bar{x}_{2}[/latex] | sample standard deviation of Group 1 | |
| [latex]\mu_{2}[/latex] | sample size of Group 1 | |
| [latex]\mu_{1}-\mu_{2}[/latex] | sample mean of Group 2 | |
| [latex]s_{2}[/latex] | difference between the sample means | |
| [latex]n_{2}[/latex] | sample mean of Group 1 | |
| [latex]\mu_{1}[/latex] | population mean of Group 2 | |
| [latex]\bar{x}_{1}-\bar{x}_{2}[/latex] | sample size of Group 2 | |
| [latex]\bar{x}_{1}[/latex] | sample standard deviation of Group 2 |
- Wilkinson, D. (n.d.). Screen time trends in the age of COVID-19. SimpleTexting. https://simpletexting.com/screentime-smartphone-usage-statistics/ ↵