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Exam (elaborations)

C207 Data Driven Decision Making OA Questions with Comprehensive Rationales (2026/2027)

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This document contains questions and verified answers for C207 Data Driven Decision Making OA . It includes detailed explanations, revision-focused content, and exam preparation material suitable for 2026/2027 students.

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C207 Data Driven Decision Making OA

For businesses to draw and keep their best clients they need a complete portrait of who they're.
To broaden this portrait groups turn to...
Analytics


A producer desires to maximize their manufacturing facility output at the same time as
especially minimizing labor fees. What kind of analytics might they appoint to gain this purpose?
Prescriptive analysis


What sort of facts errors occurs while size is regular within a statistics set and is on occasion
purpose by means of defective device or bias?
Systematic


An Educator develops a brand new standardized check to measure math abilties of ninth
graders. She has college students in her domestic state of Ohio take the test. If the check is for
use on a national stage, what kind of error might be observed in her facts?
Dimension bias


A metropolis authorities is attempting to decide the country wide origins of its recent immigrant
populace. If a survey of the immigrant population is conducted in English what kind of error
might be present inside the records?
Omission


The use of Big Data is an increasing number of crucial to businesses in aggressive markets.
Which of the following characteristics isn't always genuine of huge records?
O calls for using analytics
o incorporates established records
o incorporates unstructured statistics
o can be analyzed with traditional spreadsheets


The Davenport-Kim three-stage version consists of framing the trouble, solving the trouble, and
speaking effects. Which two of the following are a part of framing the hassle degree?
O determine the scope of the hassle
o information series

,o review preceding findings
o imparting a advice
decide the scope of the trouble and evaluate of preceding findings.


A healthcare company is researching blood glucose stages before and after exercising. What
two factors need to be part of any experimental have a look at along with this?
O treatment strategies
o patient remark
o statistical validity
o experimental reaction
remedy tactics and experimental response


Runners cover 26.2 miles inside the Olympics marathon. What degree of dimension is that this?
Ratio


What stage of size is the form of motors produced in Ford manufacturing facility?
Nominal


What level of measurement is this the 10 satisfactory towns inside the U.S. To retire in?
Ordinal


What stage of measurement are women's get dressed sizes (0, 2, four, 6, etc.)?
C language


A neighborhood faculty board is analyzing the impact of a proposed change in checking out on
math ratings. Bias may be delivered into the examine by way of both students and teachers.
Which studies method could put off this type of bias?
Double-blind observe


A Company's product development crew take a look at 3 new vehicle waxes with the aid of
waxing 5 cars with every wax and then walking them through a car wash. They then record
number of washes it takes before the wax begins to deteriorate. What is the term for the 5 cars?
Experimental unit


Frame the Problem, Solving the Problem and Communicating Results are a part of which choice
making version?

,Davenport-Kim 3-degree version


In which degree of the Davenport-Kim model is problem recognition?
Framing the problem


In which stage of the Davenport-Kim model is statistics series?
Fixing the trouble


What is the key cause we have a look at facts?
Make informed selections


Virtually presenting records assists in which level of the Davenport-Kim version?
Speaking the effects


When does studies fail to provide reliable results?
Bad research validity


What are the two most important problems surrounding studies standards?
First-rate practices and ethics


In order to be a statistically legitimate pattern, the sample should be:
the ideal length and random


Not deciding on a random sample is what form of bias?
Size


Not deciding on a right sized sample is what form of bias?
Measurement


Research quality practices take away...
Bias


Outliers create this form of blunders

, out of range


unpredictable blunders
Random Error - No correlation


Error may additionally occur from lacking records. (Example: Space not filled in)
omission errors- distorted outcomes


The errors repeats itself
Systematic Error - Skewed results


Observation factors that are remote from different observations.
Outliers


Bias that happens from no longer deciding on a random pattern
dimension


Bias added due to the fact respondents agree with it will likely be useful if selected.
Aware bias


Consistent and repeatable statistics
reliable


attributable to correct measurements
Valid records


If a responder lies on their survey, this creates what sort of bias?
Information


Sorting your spreadsheet can disclose those errors by way of shifting them to the very top or the
very backside of the column
omission or out-or -range

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