[Solved] Data Screening – Stats

Assignment Prompt & Instructions

Follow – read all the chapters and follow the instructions

**files (13)**

– ## VeryImportantVideos.docx

– ## DataScreeningAssignmentInstructions.docx

– ## Read-HayesChapter4.pdf

– ## Read-HeppnerWampoldOwenThompsonWangChapter8Cont..pdf

– ## DataScreening-Exercise-GradingRubric.pdf

– ## Read-HayesChapter2.pdf

– Read-WarnerIChapters3512.pdf
– Read-HayesChapter2Cont..pdf
– Read-HayesChapter1-Startof2.pdf
– Read-HayesChapterStartof3.pdf
– Read-HayesChapter3Cont.-Start4.pdf
– Read-WarnerIIChapter2.pdf
– Read-HeppnerWampoldOwenThompsonWangChapter7-Startof8.pdf

**## VeryImportantVideos.docx**

**Very Important Videos**

[https://youtu.be/umVMF_4xTXc?si=H-Skd2R-HdyGs8Bn](https://youtu.be/umVMF_4xTXc?si=H-Skd2R-HdyGs8Bn)

[https://canvas.liberty.edu/courses/919376/pages/watch-data-screening-2?module_item_id=102074723](https://canvas.liberty.edu/courses/919376/pages/watch-data-screening-2?module_item_id=102074723)

**## DataScreeningAssignmentInstructions.docx**

EDCO 745

**Data Screening Assignment Instructions**

**Overview**

Data screening is fundamental before any analysis. The basics of data screening are outlined in your Warner text. Data screening is used for two major purposes: removing bad cases (missing responses or nonresponse patterns) and testing the assumptions (distribution of quantitative variables, sample size requirements for analysis, removal of small groups) of the intended analysis. This is one of three data screening assignments you will have in this class. This assignment is a general data screening exercise intended to prepare you for the remaining of the rest of the term.

**Instructions**

• After opening the SPSS file (click on it, it will open)

• Note: there are variable view and data view

****

1. Choose:

•
**2** categorical variables (
_often represent naturally occurring groups or categories – i.e. gender_)

AND

**• 2** quantitative variables (
_provide information about the magnitude of differences between participants, in terms of the amount of some characteristics – i.e. anxiety_)

*For further questions regarding categorical versus quantitative variables, see
**Applied Statistics I, pp. 31-33**

2. Go through the data screening process outlined in
**Applied Statistics I & II.**

·
**Frequency Tables -** **Applied Statistics I, pp. 37-50**

·
**Histograms**-
**Applied Statistics I, pp. 103-115**

·
**Boxplots**-
**Applied Statistics I, pp. 115-120**

·
**Bar graphs – Applied Statistics I, pp. 100-103**

·
**Scatterplots**-
**Applied Statistics I, pp. 126-127**

Write a data screening story consistent with Warner's instructions (-
**Applied Statistics I, pp. 37-50**).

• Make sure you include both your output:

It should have:

1. Frequency Tables for all four variables

2. Histograms (2): One for each quantitative variable.

3. Bar Graph (2): One for categorical variable

4. Boxplots (4): Two Graphs for each Category (e.g., gender X anxiety and gender x depression)

5. Scatterplot (1): Quant x Quant

Note: Your assignment will be checked for originality via the Turnitin plagiarism tool.

Page 2 of 2

**image1.png**

**## Read-HayesChapter4.pdf**

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

**## Read-HeppnerWampoldOwenThompsonWangChapter8Cont..pdf**

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

**## DataScreening-Exercise-GradingRubric.pdf**

Criteria Ratings Points

Variable
Selection

5 to >4 pts

Advanced

Accurately selected at least
four variables (two
categorical and two
quantitative).

4 to >3 pts

Proficient

Accurately
selected
three
variables.

3 to >2 pts

Developing

Accurately
selected two
variables
(one
categorical
and one
quantitative).

2 to >0 pts

Below
Expectations

Accurately
selected one
variable.

0 pts

Not Present

Did not select
two categorical
and two
quantitative
variables.

5 pts

Frequencies 5 to >4 pts

Advanced

Submitted output for
frequencies of all four
variables.

4 to >3 pts

Proficient

Submitted
output for
frequencies
of three
variables.

3 to >2 pts

Developing

Submitted
output for
frequencies
of two
variables.

2 to >0 pts

Below
Expectations

Submitted
output for
frequencies of
one variable.

0 pts

Not Present

Did not submit
output for
frequencies of
all four
variables.

5 pts

Crosstabs 5 to >4 pts

Advanced

Submitted category by
category crosstabs output.

4 to >3 pts

Proficient

Submitted
category by
category
crosstabs
output for
most of the
categories.

3 to >2 pts

Developing

Submitted
category by
category
crosstabs
output for a
few of the
categories.

2 to >0 pts

Below
Expectations

Submitted
category by
category
crosstabs
output for one
of the
categories.

0 pts

Not Present

Did not submit
category by
category
crosstabs
output.

5 pts

Boxplots 5 to >4 pts

Advanced

Submitted category by
quantitative boxplot output.

4 to >3 pts

Proficient

Mostly
submitted
category by
quantitative
boxplot
output.

3 to >2 pts

Developing

Partially
submitted
category by
quantitative
boxplot
output.

2 to >0 pts

Below
Expectations

Inadequately
submitted
category by
quantitative
boxplot output.

0 pts

Not Present

Did not submit
category by
quantitative
boxplot output.

5 pts

Data Screening: Exercise: Grading Rubric | EDCO745_D02_202620

Criteria Ratings Points

Scatterplot 5 to >4 pts

Advanced

Submitted quantitative by
quantitative scatterplot
output.

4 to >3 pts

Proficient

Mostly
submitted
quantitative
by
quantitative
scatterplot
output.

3 to >2 pts

Developing

Partially
submitted
quantitative
by
quantitative
scatterplot
output.

2 to >0 pts

Below
Expectations

Inadequately
submitted
quantitative by
quantitative
scatterplot
output.

0 pts

Not Present

Did not submit
quantitative by
quantitative
scatterplot
output.

5 pts

Writeup 10 to >9 pts

Advanced

Submitted data screening
writeup consistent with
Warner's instructions.

9 to >7 pts

Proficient

Submitted
data
screening
writeup
mostly
consistent
with Warner's
instructions.

7 to >5 pts

Developing

Submitted
data
screening
writeup
somewhat
consistent
with Warner's
instructions.

5 to >0 pts

Below
Expectations

Submitted
data screening
writeup that
was not
consistent with
Warner's
instructions.

0 pts

Not Present

Did not submit
data screening
writeup.

10 pts

Grammar
and Spelling

15 to >13 pts

Advanced

Correct spelling and
grammar are used
throughout the writeup
paragraph. There are 0–2
errors in grammar or
spelling that distract the
reader from the content.

13 to >12 pts

Proficient

There are
3–5 errors in
grammar or
spelling that
distract the
reader from
the content.

12 to >10 pts

Developing

There are
6–8 errors in
grammar or
spelling that
distract the
reader from
the content.

10 to >0 pts

Below
Expectations

There are
9–10 errors in
the grammar
or spelling that
distract the
reader from
the content.

0 pts

Not Present

There are more
than 10 errors
in the grammar
or spelling that
distract the
reader from the
content.

15 pts

Total Points: 50

Data Screening: Exercise: Grading Rubric | EDCO745_D02_202620

**## Read-HayesChapter2.pdf**

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

**Read-WarnerIChapters3512.pdf**

This file is too large to display. [View in new window](https://www.sweetstudy.com/files/read-warnerichapters3512-pdf)

**Read-HayesChapter2Cont..pdf**

This file is too large to display. [View in new window](https://www.sweetstudy.com/files/read-hayeschapter2cont-pdf)

**Read-HayesChapter1-Startof2.pdf**

This file is too large to display. [View in new window](https://www.sweetstudy.com/files/read-hayeschapter1-startof2-pdf)

**Read-HayesChapterStartof3.pdf**

This file is too large to display. [View in new window](https://www.sweetstudy.com/files/read-hayeschapterstartof3-pdf)

**Read-HayesChapter3Cont.-Start4.pdf**

This file is too large to display. [View in new window](https://www.sweetstudy.com/files/read-hayeschapter3cont-start4-pdf)

**Read-WarnerIIChapter2.pdf**

This file is too large to display. [View in new window](https://www.sweetstudy.com/files/read-warneriichapter2-pdf)

**Read-HeppnerWampoldOwenThompsonWangChapter7-Startof8.pdf**

This file is too large to display. [View in new window](https://www.sweetstudy.com/files/read-heppnerwampoldowenthompsonwangchapter7-startof8-pdf)

**Read-HeppnerWampoldOwenThompsonWangChapter7-Startof8.pdf**

This file is too large to display. [View in new window](https://www.sweetstudy.com/files/read-heppnerwampoldowenthompsonwangchapter7-startof8-pdf)

**## VeryImportantVideos.docx**

**Very Important Videos**

[https://youtu.be/umVMF_4xTXc?si=H-Skd2R-HdyGs8Bn](https://youtu.be/umVMF_4xTXc?si=H-Skd2R-HdyGs8Bn)

[https://canvas.liberty.edu/courses/919376/pages/watch-data-screening-2?module_item_id=102074723](https://canvas.liberty.edu/courses/919376/pages/watch-data-screening-2?module_item_id=102074723)

**## DataScreeningAssignmentInstructions.docx**

EDCO 745

**Data Screening Assignment Instructions**

**Overview**

Data screening is fundamental before any analysis. The basics of data screening are outlined in your Warner text. Data screening is used for two major purposes: removing bad cases (missing responses or nonresponse patterns) and testing the assumptions (distribution of quantitative variables, sample size requirements for analysis, removal of small groups) of the intended analysis. This is one of three data screening assignments you will have in this class. This assignment is a general data screening exercise intended to prepare you for the remaining of the rest of the term.

**Instructions**

• After opening the SPSS file (click on it, it will open)

• Note: there are variable view and data view

****

1. Choose:

•
**2** categorical variables (
_often represent naturally occurring groups or categories – i.e. gender_)

AND

**• 2** quantitative variables (
_provide information about the magnitude of differences between participants, in terms of the amount of some characteristics – i.e. anxiety_)

*For further questions regarding categorical versus quantitative variables, see
**Applied Statistics I, pp. 31-33**

2. Go through the data screening process outlined in
**Applied Statistics I & II.**

·
**Frequency Tables -** **Applied Statistics I, pp. 37-50**

·
**Histograms**-
**Applied Statistics I, pp. 103-115**

·
**Boxplots**-
**Applied Statistics I, pp. 115-120**

·
**Bar graphs – Applied Statistics I, pp. 100-103**

·
**Scatterplots**-
**Applied Statistics I, pp. 126-127**

Write a data screening story consistent with Warner's instructions (-
**Applied Statistics I, pp. 37-50**).

• Make sure you include both your output:

It should have:

1. Frequency Tables for all four variables

2. Histograms (2): One for each quantitative variable.

3. Bar Graph (2): One for categorical variable

4. Boxplots (4): Two Graphs for each Category (e.g., gender X anxiety and gender x depression)

5. Scatterplot (1): Quant x Quant

Note: Your assignment will be checked for originality via the Turnitin plagiarism tool.

Page 2 of 2

**image1.png**

**## Read-HayesChapter4.pdf**

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

**## Read-HeppnerWampoldOwenThompsonWangChapter8Cont..pdf**

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

**## DataScreening-Exercise-GradingRubric.pdf**

Criteria Ratings Points

Variable
Selection

5 to >4 pts

Advanced

Accurately selected at least
four variables (two
categorical and two
quantitative).

4 to >3 pts

Proficient

Accurately
selected
three
variables.

3 to >2 pts

Developing

Accurately
selected two
variables
(one
categorical
and one
quantitative).

2 to >0 pts

Below
Expectations

Accurately
selected one
variable.

0 pts

Not Present

Did not select
two categorical
and two
quantitative
variables.

5 pts

Frequencies 5 to >4 pts

Advanced

Submitted output for
frequencies of all four
variables.

4 to >3 pts

Proficient

Submitted
output for
frequencies
of three
variables.

3 to >2 pts

Developing

Submitted
output for
frequencies
of two
variables.

2 to >0 pts

Below
Expectations

Submitted
output for
frequencies of
one variable.

0 pts

Not Present

Did not submit
output for
frequencies of
all four
variables.

5 pts

Crosstabs 5 to >4 pts

Advanced

Submitted category by
category crosstabs output.

4 to >3 pts

Proficient

Submitted
category by
category
crosstabs
output for
most of the
categories.

3 to >2 pts

Developing

Submitted
category by
category
crosstabs
output for a
few of the
categories.

2 to >0 pts

Below
Expectations

Submitted
category by
category
crosstabs
output for one
of the
categories.

0 pts

Not Present

Did not submit
category by
category
crosstabs
output.

5 pts

Boxplots 5 to >4 pts

Advanced

Submitted category by
quantitative boxplot output.

4 to >3 pts

Proficient

Mostly
submitted
category by
quantitative
boxplot
output.

3 to >2 pts

Developing

Partially
submitted
category by
quantitative
boxplot
output.

2 to >0 pts

Below
Expectations

Inadequately
submitted
category by
quantitative
boxplot output.

0 pts

Not Present

Did not submit
category by
quantitative
boxplot output.

5 pts

Data Screening: Exercise: Grading Rubric | EDCO745_D02_202620

Criteria Ratings Points

Scatterplot 5 to >4 pts

Advanced

Submitted quantitative by
quantitative scatterplot
output.

4 to >3 pts

Proficient

Mostly
submitted
quantitative
by
quantitative
scatterplot
output.

3 to >2 pts

Developing

Partially
submitted
quantitative
by
quantitative
scatterplot
output.

2 to >0 pts

Below
Expectations

Inadequately
submitted
quantitative by
quantitative
scatterplot
output.

0 pts

Not Present

Did not submit
quantitative by
quantitative
scatterplot
output.

5 pts

Writeup 10 to >9 pts

Advanced

Submitted data screening
writeup consistent with
Warner's instructions.

9 to >7 pts

Proficient

Submitted
data
screening
writeup
mostly
consistent
with Warner's
instructions.

7 to >5 pts

Developing

Submitted
data
screening
writeup
somewhat
consistent
with Warner's
instructions.

5 to >0 pts

Below
Expectations

Submitted
data screening
writeup that
was not
consistent with
Warner's
instructions.

0 pts

Not Present

Did not submit
data screening
writeup.

10 pts

Grammar
and Spelling

15 to >13 pts

Advanced

Correct spelling and
grammar are used
throughout the writeup
paragraph. There are 0–2
errors in grammar or
spelling that distract the
reader from the content.

13 to >12 pts

Proficient

There are
3–5 errors in
grammar or
spelling that
distract the
reader from
the content.

12 to >10 pts

Developing

There are
6–8 errors in
grammar or
spelling that
distract the
reader from
the content.

10 to >0 pts

Below
Expectations

There are
9–10 errors in
the grammar
or spelling that
distract the
reader from
the content.

0 pts

Not Present

There are more
than 10 errors
in the grammar
or spelling that
distract the
reader from the
content.

15 pts

Total Points: 50

Data Screening: Exercise: Grading Rubric | EDCO745_D02_202620

**## Read-HayesChapter2.pdf**

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

**Read-WarnerIChapters3512.pdf**

This file is too large to display. [View in new window](https://www.sweetstudy.com/files/read-warnerichapters3512-pdf)

**Read-HayesChapter2Cont..pdf**

This file is too large to display. [View in new window](https://www.sweetstudy.com/files/read-hayeschapter2cont-pdf)

**Read-HayesChapter1-Startof2.pdf**

This file is too large to display. [View in new window](https://www.sweetstudy.com/files/read-hayeschapter1-startof2-pdf)

**Read-HayesChapterStartof3.pdf**

This file is too large to display. [View in new window](https://www.sweetstudy.com/files/read-hayeschapterstartof3-pdf)

**Read-HayesChapter3Cont.-Start4.pdf**

This file is too large to display. [View in new window](https://www.sweetstudy.com/files/read-hayeschapter3cont-start4-pdf)

**Read-WarnerIIChapter2.pdf**

This file is too large to display. [View in new window](https://www.sweetstudy.com/files/read-warneriichapter2-pdf)

**Read-HeppnerWampoldOwenThompsonWangChapter7-Startof8.pdf**

This file is too large to display. [View in new window](https://www.sweetstudy.com/files/read-heppnerwampoldowenthompsonwangchapter7-startof8-pdf)

**## VeryImportantVideos.docx**

**Very Important Videos**

[https://youtu.be/umVMF_4xTXc?si=H-Skd2R-HdyGs8Bn](https://youtu.be/umVMF_4xTXc?si=H-Skd2R-HdyGs8Bn)

[https://canvas.liberty.edu/courses/919376/pages/watch-data-screening-2?module_item_id=102074723](https://canvas.liberty.edu/courses/919376/pages/watch-data-screening-2?module_item_id=102074723)

**## DataScreeningAssignmentInstructions.docx**

EDCO 745

**Data Screening Assignment Instructions**

**Overview**

Data screening is fundamental before any analysis. The basics of data screening are outlined in your Warner text. Data screening is used for two major purposes: removing bad cases (missing responses or nonresponse patterns) and testing the assumptions (distribution of quantitative variables, sample size requirements for analysis, removal of small groups) of the intended analysis. This is one of three data screening assignments you will have in this class. This assignment is a general data screening exercise intended to prepare you for the remaining of the rest of the term.

**Instructions**

• After opening the SPSS file (click on it, it will open)

• Note: there are variable view and data view

****

1. Choose:

•
**2** categorical variables (
_often represent naturally occurring groups or categories – i.e. gender_)

AND

**• 2** quantitative variables (
_provide information about the magnitude of differences between participants, in terms of the amount of some characteristics – i.e. anxiety_)

*For further questions regarding categorical versus quantitative variables, see
**Applied Statistics I, pp. 31-33**

2. Go through the data screening process outlined in
**Applied Statistics I & II.**

·
**Frequency Tables -** **Applied Statistics I, pp. 37-50**

·
**Histograms**-
**Applied Statistics I, pp. 103-115**

·
**Boxplots**-
**Applied Statistics I, pp. 115-120**

·
**Bar graphs – Applied Statistics I, pp. 100-103**

·
**Scatterplots**-
**Applied Statistics I, pp. 126-127**

Write a data screening story consistent with Warner's instructions (-
**Applied Statistics I, pp. 37-50**).

• Make sure you include both your output:

It should have:

1. Frequency Tables for all four variables

2. Histograms (2): One for each quantitative variable.

3. Bar Graph (2): One for categorical variable

4. Boxplots (4): Two Graphs for each Category (e.g., gender X anxiety and gender x depression)

5. Scatterplot (1): Quant x Quant

Note: Your assignment will be checked for originality via the Turnitin plagiarism tool.

Page 2 of 2

**image1.png**

**## Read-HayesChapter4.pdf**

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

**## Read-HeppnerWampoldOwenThompsonWangChapter8Cont..pdf**

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

**## DataScreening-Exercise-GradingRubric.pdf**

Criteria Ratings Points

Variable
Selection

5 to >4 pts

Advanced

Accurately selected at least
four variables (two
categorical and two
quantitative).

4 to >3 pts

Proficient

Accurately
selected
three
variables.

3 to >2 pts

Developing

Accurately
selected two
variables
(one
categorical
and one
quantitative).

2 to >0 pts

Below
Expectations

Accurately
selected one
variable.

0 pts

Not Present

Did not select
two categorical
and two
quantitative
variables.

5 pts

Frequencies 5 to >4 pts

Advanced

Submitted output for
frequencies of all four
variables.

4 to >3 pts

Proficient

Submitted
output for
frequencies
of three
variables.

3 to >2 pts

Developing

Submitted
output for
frequencies
of two
variables.

2 to >0 pts

Below
Expectations

Submitted
output for
frequencies of
one variable.

0 pts

Not Present

Did not submit
output for
frequencies of
all four
variables.

5 pts

Crosstabs 5 to >4 pts

Advanced

Submitted category by
category crosstabs output.

4 to >3 pts

Proficient

Submitted
category by
category
crosstabs
output for
most of the
categories.

3 to >2 pts

Developing

Submitted
category by
category
crosstabs
output for a
few of the
categories.

2 to >0 pts

Below
Expectations

Submitted
category by
category
crosstabs
output for one
of the
categories.

0 pts

Not Present

Did not submit
category by
category
crosstabs
output.

5 pts

Boxplots 5 to >4 pts

Advanced

Submitted category by
quantitative boxplot output.

4 to >3 pts

Proficient

Mostly
submitted
category by
quantitative
boxplot
output.

3 to >2 pts

Developing

Partially
submitted
category by
quantitative
boxplot
output.

2 to >0 pts

Below
Expectations

Inadequately
submitted
category by
quantitative
boxplot output.

0 pts

Not Present

Did not submit
category by
quantitative
boxplot output.

5 pts

Data Screening: Exercise: Grading Rubric | EDCO745_D02_202620

Criteria Ratings Points

Scatterplot 5 to >4 pts

Advanced

Submitted quantitative by
quantitative scatterplot
output.

4 to >3 pts

Proficient

Mostly
submitted
quantitative
by
quantitative
scatterplot
output.

3 to >2 pts

Developing

Partially
submitted
quantitative
by
quantitative
scatterplot
output.

2 to >0 pts

Below
Expectations

Inadequately
submitted
quantitative by
quantitative
scatterplot
output.

0 pts

Not Present

Did not submit
quantitative by
quantitative
scatterplot
output.

5 pts

Writeup 10 to >9 pts

Advanced

Submitted data screening
writeup consistent with
Warner's instructions.

9 to >7 pts

Proficient

Submitted
data
screening
writeup
mostly
consistent
with Warner's
instructions.

7 to >5 pts

Developing

Submitted
data
screening
writeup
somewhat
consistent
with Warner's
instructions.

5 to >0 pts

Below
Expectations

Submitted
data screening
writeup that
was not
consistent with
Warner's
instructions.

0 pts

Not Present

Did not submit
data screening
writeup.

10 pts

Grammar
and Spelling

15 to >13 pts

Advanced

Correct spelling and
grammar are used
throughout the writeup
paragraph. There are 0–2
errors in grammar or
spelling that distract the
reader from the content.

13 to >12 pts

Proficient

There are
3–5 errors in
grammar or
spelling that
distract the
reader from
the content.

12 to >10 pts

Developing

There are
6–8 errors in
grammar or
spelling that
distract the
reader from
the content.

10 to >0 pts

Below
Expectations

There are
9–10 errors in
the grammar
or spelling that
distract the
reader from
the content.

0 pts

Not Present

There are more
than 10 errors
in the grammar
or spelling that
distract the
reader from the
content.

15 pts

Total Points: 50

Data Screening: Exercise: Grading Rubric | EDCO745_D02_202620

**## Read-HayesChapter2.pdf**

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

Printing is for personal, private use only. No part of this book may be reproduced or transmitted without publisher's prior
permission. Violators will be prosecuted.

**Read-WarnerIChapters3512.pdf**

This file is too large to display. [View in new window](https://www.sweetstudy.com/files/read-warnerichapters3512-pdf)

**Read-HayesChapter2Cont..pdf**

This file is too large to display. [View in new window](https://www.sweetstudy.com/files/read-hayeschapter2cont-pdf)

**Read-HayesChapter1-Startof2.pdf**

This file is too large to display. [View in new window](https://www.sweetstudy.com/files/read-hayeschapter1-startof2-pdf)

**Read-HayesChapterStartof3.pdf**

This file is too large to display. [View in new window](https://www.sweetstudy.com/files/read-hayeschapterstartof3-pdf)

**Read-HayesChapter3Cont.-Start4.pdf**

This file is too large to display. [View in new window](https://www.sweetstudy.com/files/read-hayeschapter3cont-start4-pdf)

**Read-WarnerIIChapter2.pdf**

This file is too large to display. [View in new window](https://www.sweetstudy.com/files/read-warneriichapter2-pdf)

**Read-HeppnerWampoldOwenThompsonWangChapter7-Startof8.pdf**

This file is too large to display. [View in new window](https://www.sweetstudy.com/files/read-heppnerwampoldowenthompsonwangchapter7-startof8-pdf)