This quiz contains multiple choice questions concerning healthcare statistics – both general as well as vital statistics. Statistics are used throughout healthcare for reporting and decision making activities.
There is one correct answer for each question and no time limit on this Healthcare Statistics Quiz. Each correct answer is worth one point. Good luck, and remember that you can take the Healthcare Statistics Quiz multiple times on multiple days.
Disclaimer – All answers are felt to be correct for the Healthcare Statistics Quiz. This Healthcare Statistics Quiz has been reviewed by HITNOTS Reviewers, and found to be of good quality. However, if you disagree with our answer to any question, please research the issue. Mistakes happen. A list of the HITNOTS Reviewers can be found on the HITNOTS home page by clicking here – HITNOTS.
Click “START” to begin our Healthcare Statistics Quiz.
The correct answer to each question will appear once you have submitted your answer to each question. You will also be able to review each individual question and your answer at the conclusion of the Healthcare Statistics Quiz. You score will appear at the end of the Healthcare Statistics Quiz in the form of the number of questions that were correct, and your percentage of correct answers.
The Healthcare Statistics Quiz is to be used for the purpose self- instruction and learning as well as your own personal continuing education. There are no CEUs (Continuing Education Units) available for the completion of the Healthcare Statistics Quiz.
The Healthcare Statistics Quiz results can be emailed to anyone by you in 3 easy steps by taking a screen shot. Please follow these instructions: Number 1.- While viewing your score, Press Alt, while clicking Prt Scn (Print Screen). Number 2. – Then, open a word processing program, and Paste the image in to a word processing document . Save this document to your desktop. Number 3. – Compose an email, then attach the saved document. Send it to the intended recipient.
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General & Vital Stats
This quiz will evaluate your knowledge of Basic Healthcare Statistics, including Vital Statistics. There is one correct answer for each question and no time limit on this quiz.
Each correct answer is worth one point. Good luck.
Disclaimer - All answers are felt to be correct. However, if you disagree, please research the issue. Mistakes happen.
This quiz has been reviewed and approved by Health Information Professionals who serve as HITNOTS Reviewers.
Quiz results can be emailed by you in 3 easy steps by taking a screen shot. 1. While viewing your score, Press Alt, while clicking Prt Scn (Print Screen). 2. Open a word processing program, then Paste the image. Save this image to your desktop. 3. Compose an email, then attach the image. Send to the intended recipient.
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Your answers are highlighted below.
Question 1
A patient who receives ambulatory care services in a hospital based clinic or department is statistically considered a/an:
A
transfer
B
outpatient
C
same day admission and discharge
D
inpatient
Question 2
The time for taking the inpatient census in a facility should be:
A
12:01 am
B
consistent
C
11:59 pm
D
midnight
Question 3
In statistics, the "50th percentile" is the
A
range
B
mode
C
median
D
mean
Question 4
When a distribution is negatively skewed, the mean will be _____ the median.
A
higher than
B
the same as
C
lower than
D
symmetrical
Question 5
In statistics, a synonym for the term, "mutually exclusive" is"
A
compatible
B
congruent
C
conflicting
D
consistent
Question 6
The term, "iatrogenic" refers to:
A
contagious
B
present on admission
C
occurring during the patient's hospitalization
D
occurring because of the patient's medical treatment
Question 7
A result that is extreme when compared to the other values in a statistical data set is called a/an
A
Outlier
B
Mode
C
Negatively skewed
D
Positively skewed
Question 8
When a distribution is positively skewed, the mean will be _____ the median.
A
lower than
B
higher than
C
symmetrical
D
the same as
Question 9
The death of a product of conception that is fewer than 20 weeks of gestation with a weight of 50 grams or less is called a:
A
late fetal death
B
intermediate fetal death
C
early fetal death
Question 10
A summary of data is called a:
A
quartile
B
decile
C
recapitulation
D
range
Question 10 Explanation:
This is also called a "recap".
Question 11
Which rate is based on the presence of a preexisting condition at the time of admission?
A
Complication Rate
B
Admission Rate
C
Nosocomial Infection Rate
D
Comorbidity Rate
Question 12
The death of a product of conception that is at least twenty-eight completed weeks of gestation with a weight of 1,001 grams or more is called a:
A
late fetal death
B
early fetal death
C
intermediate fetal death
Question 13
In statistics, "N" refers to:
A
the weighted mean
B
the average of the data
C
the sample size
D
Population size, or the number of values in the population
Question 14
If a distribution contains a single peak, it is definitely:
A
symmetrical
B
unimodal
C
bimodal
Question 15
In statistics, there are ___ measurement scales.
A
5
B
4
C
3
D
6
Question 15 Explanation:
There are four measurement scales . They are nominal, ordinal, interval and ratio.
Question 16
A statistical term that describes the amount of spread in a data set:
A
median
B
variance
C
standard deviation
D
probability
Question 17
When the majority of scores favor one side of the statistical distribution over the other, it is called:
A
discrete
B
nominal
C
skewed
D
quantitative
Question 18
In a frequency distribution, the lowest value is 6 and the highest value is 16. What is the range?
A
12
B
6 to 16
C
11
D
10
Question 19
Data that is divided into ten equal parts is called (a):
A
quartile
B
range
C
decile
D
recapitulation
Question 20
A bell shaped statistical distribution will:
A
be unimodal.
B
be bimodal.
C
have the mean being slightly lower than the median.
D
have the mode being slightly higher than the median.
Question 20 Explanation:
The mean, median and mode all have the same value in a bell shaped distribution. The distribution is unimodal and symmetrical.
Question 21
An example of nominal data would be:
A
time
B
temperature
C
gender
D
ranking of sports teams
Question 22
The death of a product of conception that is twenty completed weeks of gestation but less than 28 weeks with a weight of 501 to 1,000 grams is called a:
A
intermediate fetal death
B
early fetal death
C
late fetal death
Question 23
A type of medical research that involves a prospective observational study that follows the participants forward in time to identify future outcomes is referred to as (a/an):
A
cohort study
B
sample
C
clinical trial
D
observational study
Question 23 Explanation:
The Nurses' Health Study is one example of a large cohort study. It produced many important links between lifestyle choices and health. It was a massive and long running analysis of women which began in 1976 and involved nurses in both the US and Canada.
Question 24
Data concerning births, deaths, marriages, and fetal deaths are considered:
A
nominal data
B
descriptive statistics
C
vital statistics
D
ordinal data
Question 25
This is a committee established to review and approve research involving human subjects. The purpose is to ensure that ethical guidelines are followed.
A
Quality Review Board
B
Ethics Committee
C
Institutional Review Board (IRB)
D
Medical Record Committee
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In the field of statistics, measures of central tendency are considered a central or typical value distribution. There are three measures of central tendency – mean, median and mode.
There is one correct answer for each question and no time limit on this Healthcare Statistics Quiz 2. Each correct answer is worth one point. Good luck, and remember that you can take the Healthcare Statistics Quiz 2 multiple times on multiple days.
Disclaimer – All answers are felt to be correct for the Healthcare Statistics Quiz 2. This Healthcare Statistics Quiz 2 has been reviewed by HITNOTS Reviewers, and found to be of good quality. However, if you disagree with our answer to any question, please research the issue. Mistakes happen. A list of the HITNOTS Reviewers can be found on the HITNOTS home page by clicking here – HITNOTS.
Click “START” to begin our Healthcare Statistics Quiz 2.
The correct answer to each question will appear once you have submitted your answer to each question. You will also be able to review each individual question and your answer at the conclusion of the Healthcare Statistics Quiz 2. You score will appear at the end of the Healthcare Statistics Quiz 2 in the form of the number of questions that were correct, and your percentage of correct answers.
The Healthcare Statistics Quiz 2 is to be used for the purpose self- instruction and learning as well as your own personal continuing education. There are no CEUs (Continuing Education Units) available for the completion of the Healthcare Statistics Quiz 2.
The Healthcare Statistics Quiz 2 results can be emailed to anyone by you in 3 easy steps by taking a screen shot. Please follow these instructions: Number 1.- While viewing your score, Press Alt, while clicking Prt Scn (Print Screen). Number 2. – Then, open a word processing program, and Paste the image in to a word processing document . Save this document to your desktop. Number 3. – Compose an email, then attach the saved document. Send it to the intended recipient.
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Central Tendency / Range
This quiz will evaluate your knowledge of Measures of Central Tendency and Range. There is one correct answer for each question and no time limit on this quiz.
Each correct answer is worth one point. Good luck.
Disclaimer - All answers are felt to be correct. However, if you disagree, please research the issue. Mistakes happen. The professionals here at HITNOTS would also appreciate your notification.
This quiz has been reviewed and approved by Health Information Professionals who serve as HITNOTS Reviewers.
Quiz results can be emailed by you in 3 easy steps by taking a screen shot. 1. While viewing your score, Press Alt, while clicking Prt Scn (Print Screen). 2. Open a word processing program, then Paste the image. Save this image to your desktop. 3. Compose an email, then attach the image. Send to the intended recipient.
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Your answers are highlighted below.
Question 1
Given the following numbers, what is the mode?
32,33,14,25,28,30,33
A
27.85
B
30.00
C
32.00
D
33.00
Question 2
The ______ is the score that divides a distribution into two equal parts so that half of the scores are above it and half of the scores are below it.
A
mean
B
median
C
average
D
mode
Question 3
What is the mean for the following:
4,12,7,7,8,10,11,9
A
8
B
9
C
7
D
8.5
Question 4
The HITNOTS Hospital OB unit discharged 8 patients on August 15th. The length of stay for each of the patients was :patient A; 2 days; for patient B; 6 days; for patient C; 2 days; for patient D; 2 days; for patient E; 6 days; for patient F; 10 days; for patient G; 3 days; for patient H; 4 days;. What was the MODE length of stay for August 15th for the OB unit? Round to the hundredths.
A
3.00 days
B
4.37 days
C
3.50 days
D
2.00 days
Question 5
A data set of 30 values has a mean of 6.2. What is the sum of the values?
A
168
B
4.839
C
23.8
D
186
Question 5 Explanation:
30x6.2 = 186
Question 6
When graphing data you see that the result is a bell curve. The median is 4.1. What is the mean?
A
4.0
B
4.3
C
4.4
D
4.1
Question 6 Explanation:
The mean, median and mode are all the same in a bell curve.
Question 7
Given the following numbers, what is the mean?
32,33,14,25,28,30,33
A
33.00
B
30.00
C
27.85
D
27.00
Question 8
What is the median for the following?
4,12,7,7,8,10,11,9
A
8.5..
B
7
C
10
D
9
Question 8 Explanation:
First, put the numbers in ascending order - 4,7,7,8,9,10,11,12
Then, find the middle number. In this case, both 8 and 9 are in the center. The median would be the middle of 8 and 9, which would be 8.5.
Question 9
Given the following numbers, what is the median?
32,33,14,25,28,30,33
A
27.85
B
30.00
C
31.00
D
33.00
Question 9 Explanation:
Put the numbers in ascending order, then choose the middle number.
14,25,28,30,32,33,33
Question 10
The HITNOTS Hospital discharged 8 patients from the OB unit on August 15th. The length of stay for each of the patients was as follows: for patient A; 2 days; for patient B; 6 days; for patient C; 2 days; for patient D; 2 days; for patient E; 6 days; for patient F; 10 days; for patient G; 3 days; for patient H; 4 days;. What was the MEDIAN length of stay? Round to the hundredths.
A
4.37 days
B
2.00 days
C
3.50 days
D
3.00 days
Question 11
A data set of 22 values has a sum of 477. What is the mean?
A
22
B
10494
C
21.68
D
477
Question 12
What is the mode for the following?
4,12,7,7,8,10,11,9
A
7
B
8.5
C
9
D
8
Question 13
The frequency distribution of a data set is symmetrical. The mean of the data set is 32. What is the mode?
A
22
B
32
C
This cannot be calculated with the given information
D
30
Question 14
Which percentile is equivalent to the first quartile (Q1)?
A
100th
B
75th
C
50th
D
25th
Question 15
This is likely to skew the mean, but not the median.
A
range
B
negative numbers
C
mode
D
outliers
Question 16
Which of the following is not a measure of central tendency?
A
Mode
B
Median
C
Mean
D
Range
Question 17
What does "mean" mean?
A
most frequent number
B
average
C
middle number
D
variance
Question 18
The HITNOTS Hospital OB unit discharged 8 patients on August 15th. The length of stay for each of the patients was : A; 2 days; for patient B; 6 days; for patient C; 2 days; for patient D; 2 days; for patient E; 6 days; for patient F; 10 days; for patient G; 3 days; for patient H; 4 days;. What was the MEAN length of stay for August 15th for the OB unit? Round to the hundredths.
A
4.37 days
B
3.00 days
C
2.00 days
D
3.50 days
Question 19
Determine the "range" in the following set of numbers.
10,8,14,8,20
A
8
B
9
C
10
D
12
Question 20
A data set which has 20 values has a sum of 312. What is the mean?
A
16.5
B
15.6
C
20
D
312
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Healthcare statistics are used for many purposes. Many statistics are used for decision making. It is therefore necessary to ensure accurate findings.
There is one correct answer for each question and no time limit on this Healthcare Statistics Quiz 3. Each correct answer is worth one point. Good luck, and remember that you can take the Healthcare Statistics Quiz 3 multiple times on multiple days.
Disclaimer – All answers are felt to be correct for the Healthcare Statistics Quiz 3. This Healthcare Statistics Quiz 3 has been reviewed by HITNOTS Reviewers, and found to be of good quality. However, if you disagree with our answer to any question, please research the issue. Mistakes happen. A list of the HITNOTS Reviewers can be found on the HITNOTS home page by clicking here – HITNOTS.
Click “START” to begin our Healthcare Statistics Quiz 3.
The correct answer to each question will appear once you have submitted your answer to each question. You will also be able to review each individual question and your answer at the conclusion of the Healthcare Statistics Quiz 3. You score will appear at the end of the Healthcare Statistics Quiz 3 in the form of the number of questions that were correct, and your percentage of correct answers.
The Healthcare Statistics Quiz 3 is to be used for the purpose self- instruction and learning as well as your own personal continuing education. There are no CEUs (Continuing Education Units) available for the completion of the Healthcare Statistics Quiz 3.
The Healthcare Statistics Quiz 3 results can be emailed to anyone by you in 3 easy steps by taking a screen shot. Please follow these instructions: Number 1.- While viewing your score, Press Alt, while clicking Prt Scn (Print Screen). Number 2. – Then, open a word processing program, and Paste the image in to a word processing document . Save this document to your desktop. Number 3. – Compose an email, then attach the saved document. Send it to the intended recipient.
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Data Analysis
This quiz will evaluate your knowledge of CDI Data Analysis. There is one correct answer for each question and no time limit on this quiz.
Each correct answer is worth one point. Good luck.
Disclaimer - All answers are felt to be correct. However, if you disagree, please research the issue. Mistakes happen.
This quiz has been reviewed and approved by Certified Tumor Registrars.
Quiz results can be emailed by you in 3 easy steps by taking a screen shot. 1. While viewing your score, Press Alt, while clicking Prt Scn (Print Screen). 2. Open a word processing program, then Paste the image. Save this image to your desktop. 3. Compose an email, then attach the image. Send to the intended recipient.
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Your performance has been rated as %%PERCENTAGE%%.
Data Analysis You can make a copy of your quiz result and email it to a recipient by pressing the Alt and PrtScr buttons at the same time while viewing your score. Then, paste the image into a word processing program and send it as a file attachment to the intended recepient. Data Analysis
Your answers are highlighted below.
Question 1
This is a quarterly report that includes statistical claims data for MS-DRGs which are at risk for incorrect payment due to problems with billing and coding:
A
PEPPER
B
OIG Workplan
C
Dashboard
D
RAC
Question 2
This process allows organizations to measure their own performance internally, and compare it to their peers at other healthcare facilities in order to improve services:
A
Internal benchmarking
B
Risk adjustment variance
C
Case-mix adjustment
D
External benchmarking
Question 3
Statistics concerning length of stay, percentage of occupancy and number of discharges most likely would appear in this type of dashboard:
A
Pharmacy utilization
B
Facility utilization
C
Physician workload
D
Patient satisfaction
Question 4
Using dashboards in order to review facility statistics is a form of:
A
Incident screening
B
Needs assessment
C
Data analysis
D
Benchmarking
Question 5
This graphic display contains both bars and a line graph. It is used when they are several problems or causes and you want to focus on the most significant ones. Individual values are represented in declining order by bars, and the cumulative total is displayed by the line graph.
A
Scatter diagram
B
Pareto chart
C
Line graph
D
Bar graph
Question 6
A dashboard that is easy to use and provides near real-time data, which multiple users have access to is called:
A
Enterprise data
B
Multi-generational
C
Interactive
D
Benchmarks
Question 7
All of the following data elements except ________ would likely be present in a "physician dashboard".
A
Hospital lab turnaround time
B
Number of new patients admitted by each physician
C
Number of established patients admitted by physician
D
Physician actual patient load vs. target patient load
Question 8
Statistics concerning patient falls, hospital-acquired conditions, staffing levels and pressure ulcer rate most likely would appear in this type of dashboard:
A
Physician workload
B
Facility utilization
C
Patient satisfaction
D
Nursing metrics
Question 9
The process of assessing key work processes within the organization and making comparisons with best practices:
A
Competitive measurement
B
Process measurement
C
External benchmarking
D
Internal benchmarking
Question 10
This is a graphic display that represents data that changes over time. Therefore, trends can be visualized.
A
run chart
B
line graph
C
Pareto chart
D
pie graph
Question 11
This is a graph that displays observed data in a time sequence. The data displayed usually represent some aspect of the output or performance of a process.
A
line graph
B
run chart
C
pie chart
D
bar chart
Question 12
A data analysis tool called a "patient scorecard" would likely contain all the following except:
A
Patient arrival to physician encounter time
B
Patient arrival to nurse encounter time
C
Patient feedback
D
Hospital lab turnaround time
Question 13
An easy to read management tool that is a visual graphic, or snapshot, that enables a facility to view data and provide insight into their performance:
A
Pie chart
B
Bar graph
C
Praeto chart
D
Dashboard
Question 14
Transforming raw data into meaningful and insightful graphics could be accomplished by means of a:
A
Dashboard
B
Needs assessment
C
Benchmark
D
Patient satisfaction survey
Question 15
This type of dashboard is designed to show the performance of key activities that directly or indirectly impact the overall perception of the healthcare facility by patients:
A
Physician workload
B
Patient satisfaction
C
Nursing metrics
D
Facility utilization
Question 16
A method for evaluating the charge and pricing information of a medical facility:
A
Chargemaster review
B
Benchmarking
C
Dashboard analysis
D
Needs assessment
Question 17
The phrases, “I received clear instructions”, “I did not feel rushed”, and “The staff listened carefully”, would most likely be components of which type of dashboard?
A
Facility utilization
B
Patient satisfaction
C
Nursing metrics
D
Physician workload
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Statistical displays summarize data in a visual way. Often a visual display is more memorable and understandable.
There is one correct answer for each question and no time limit on this Statistics Quiz 4. Each correct answer is worth one point. Good luck, and remember that you can take the Statistics Quiz 4 multiple times on multiple days.
Disclaimer – All answers are felt to be correct for the Statistics Quiz 4. This Statistics Quiz 4 has been reviewed by HITNOTS Reviewers, and found to be of good quality. However, if you disagree with our answer to any question, please research the issue. Mistakes happen. A list of the HITNOTS Reviewers can be found on the HITNOTS home page by clicking here – HITNOTS.
Click “START” to begin our Statistics Quiz 4.
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The Statistics Quiz 4 is to be used for the purpose self- instruction and learning as well as your own personal continuing education. There are no CEUs (Continuing Education Units) available for the completion of the Statistics Quiz 4.
The Statistics Quiz 4 results can be emailed to anyone by you in 3 easy steps by taking a screen shot. Please follow these instructions: Number 1.- While viewing your score, Press Alt, while clicking Prt Scn (Print Screen). Number 2. – Then, open a word processing program, and Paste the image in to a word processing document . Save this document to your desktop. Number 3. – Compose an email, then attach the saved document. Send it to the intended recipient.
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Statistical Data Displays
This quiz will evaluate your knowledge of statistical data displays. There is one correct answer for each question and no time limit on this quiz.
Each correct answer is worth one point. Good luck.
Disclaimer - All answers are felt to be correct. However, if you disagree, please research the issue. Mistakes happen.
This quiz has been reviewed and approved by Health Information Professionals who serve as HITNOTS Reviewers.
Quiz results can be emailed by you in 3 easy steps by taking a screen shot. 1. While viewing your score, Press Alt, while clicking Prt Scn (Print Screen). 2. Open a word processing program, then Paste the image. Save this image to your desktop. 3. Compose an email, then attach the image. Send to the intended recipient.
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Statistical Data Displays You can make a copy of your quiz result and email it to a recipient by pressing the Alt and PrtScr buttons at the same time while viewing your score. Then, paste the image into a word processing program and send it as a file attachment to the intended recepient. Statistical Data Displays
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Question 1
A distribution that has a tail extending out to the right side of a display:
A
negatively skewed
B
symmetric
C
multimodal
D
positively skewed
Question 2
This graphic presentation displays parts of a whole:
A
Line graph
B
Pie chart
C
Venn diagram
D
Bar graph
Question 3
The horizontal axis in a graph is called the x axis. The vertical axis is called the y axis. The point at which the two axes intersect is called the ______ . This is at 0 on the x-axis and 0 on the y-axis.
A
origin
B
stem
C
slope
D
coordinate
Question 4
The vertical axis on a data display is called the:
A
X axis
B
origin
C
variance
D
Y axis
Question 5
A mathematical diagram in which data points are plotted but not connected. The x and y axes represent the two variables being plotted:
A
frequency distribution
B
scattergram
C
stem and leaf plot
D
histogram
Question 6
This type of statistical display has bars that touch each other. It groups numbers into ranges. The lower limit of one interval is also the upper limit of the previous interval.
A
Histogram
B
Praeto chart
C
Bar graph
D
Venn diagram
Question 7
This statistical display shows data displayed over a time period:
A
Venn diagram
B
Pie chart
C
Bar graph
D
Line graph
Question 8
Assume that you want to display the number of deaths due to prostate cancer from the years 2000 through 2015. Which of the following displays might be the best to present this?
A
Scatter plot
B
Pie chart
C
Line graph
D
Praeto chart
Question 9
A negatively skewed distribution would be:
A
shifted to the left
B
shifted to the right
C
a scattered diagram
D
a bell curve
Question 10
This is a type of chart that contains both bars and a line graph, where individual values are represented in descending order by bars, and the cumulative total is shown by the line.
A
pictogram
B
Pareto graph
C
histogram
D
Venn diagram
Question 11
The horizontal axis on a data display is called the:
A
y axis
B
variance
C
x axis
D
origin
Question 12
A graphic presentation of data where the entire circle represents the whole or 100% .
A
line graph
B
pie chart
C
bar graph
D
Praeto chart
Question 13
A pair of numbers which are used to determine the position of a specific point on a graph is called:
A
scale
B
coordinates
C
axes
D
slope
Question 14
When the majority of data is evenly divided around the center, the display could be described as being:
A
skewed
B
uniform
C
bimodal
D
symmetrical
Question 15
This diagram is a simple way to represent the relationships between groups of things with a clear, visual display using circles that often overlap.
A
stem and leaf plot
B
Venn diagram
C
circle graph
D
pie chart
Question 16
The vertical line along the left side of the graph and the horizontal line along the bottom are called:
A
axes
B
scale
C
slope
D
range
Question 17
A statistical display that uses bars separated by space to represent how often elements within a category occur.
A
Venn diagram
B
Bar graph
C
Praeto chart
D
Histogram
Question 18
One small box in a spreadsheet is called a:
A
grid
B
filter
C
column
D
cell
Question 19
This element of a data display provides information to explain the data in the display:
A
Key
B
Y axis
C
X axis
D
Grid
Question 20
The steepness of the graph line is called the ______. It indicates how much y changes for every change in x .
A
coordinate
B
range
C
slope
D
grade
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