Data Analysis Project - Statistics
Psy 202 Data Analysis Project
Data Guide
Variable Name: Gender
Question Text: Which of the following best describes your identity?
Response Type: 1 = Man, 2 = Woman, 3 = Nonbinary/Genderqueer, 4 = None of the Above
Variable Name: Age
Question Text: Age (in whole years only)
Response Type: Numerical values may vary
Variable Name: SocStat
Question Text: Think of this ladder as representing where people stand in Canada. At the top of the ladder are the people who are the best off - those who have the most money, the most education and the most respected jobs. At the bottom are the people who are the worst off - who have the least money, least education, and the least respected jobs or no job. The higher up you are on this ladder, the closer you are to the people at the very top: the lower you are, the closer you are to the people at the very bottom. Where would you place yourself on this ladder? Please choose on the ladder where you think you stand at this time in your life, relative to other people in the Canada.
Response Type: 1-10 (1 = lowest rung on ladder, 10 = highest rung on ladder)
Variable Name: Height
Question Text: Height (in inches)
Response Type: Numerical values may vary
Variable Name: Shoe
Question Text: Shoe size (in US/Canada units)
Response Type: Numerical values may vary
Variable Name: BirthMonth
Question Text: During what month were you born?
Response Type: 1 = January, 2 = February, 3 = March, 4 = April, 5 = May, 6 = June, 7 = July, 8 = August, 9 = September, 10 = October, 11 = November, 12 = December
Variable Name: Siblings
Question Text: Number of siblings you have (include all step and half-siblings)
Response Type: Numerical values may vary
Variable Name: Power
Question Text: Flight versus invisibility. This question is only for you. Whichever you pick, youll be the only person in the world to have that particular superpower. You cant have both. Which do you choose?
Response Type: 1 = Flight, 2 = Invisibility
Variable Name: SocMedia
Question Text: How many social media platforms do you use regularly?
Response Type: 1 = None, 2 = 1-2, 3 = 3-4, 4 = 5 or more
Variable Name: FB
Question Text: How many friends do you have on Facebook? Skip if you do not have a Facebook account.
Response Type: Numerical values will vary
Variable Name: Insta
Question Text: How many followers do you have on Instagram? Skip if you do not have an Instagram account.
Response Type: Numerical values will vary
Variable Name: Caffeine
Question Text: How many caffeinated beverages do you consume on a typical school day?
Response Type: Numerical values may vary
Variable Name: Exercise
Question Text: How many hours in a typical week do you spend exercising? Round to the nearest 10ths place.
Response Type: Numerical values may vary
Variable Name: AnimalPref
Question Text: If you HAD to choose, would you consider yourself a cat-person or a dog-person?
Response Type: 1 = Cat person, 2 = Dog person
Variable Name: Faction
QPSY 202 DATA ANALYSIS PROJECT
ASSIGNMENT DETAILS
20\% OF FINAL GRADE
What and Why?
The goal of this assignment is to provide you the opportunity to apply your statistics toolbox to a real dataset.
This assignment also will give you experience with using statistical software to prepare and analyze data and
interpret output.
For this project, you will complete a class survey; prepare and analyze your data; formally report the results in
APA style; and respond to a few brief essay questions regarding the project. Please note, you will need to make
changes to the original data set in order to complete this assignment.
To complete the assignment, you will need the following files, in addition to the questions below (all of which
can be found on Quercus):
Data Set (in csv format)
Data Guide
Questionnaire Info
Survey Export (so you can see what it looked like online)
Notes on Analyses
Although in the ‘real world’ you might make choices about removing outliers or not doing an analysis because
the assumption of homogeneity or normality is violated, please do not remove anyone from the data file and
report all analyses even if assumptions are violated.
You may need/want to do a test that was not explicitly part of the tutorial agendas. You have lots of resources at
your disposal to figure out the best ways to do this test – all of the YouTube channels and the open textbook, as
well as Google! Part of the goal of the tutorials was not to just walk you through the only tests you could
possible use, but also to gain comfort and familiarity with solving a problem you may not know the answer to.
You can do it!
Basic Submission Details
All answers should be typed into a Word document and uploaded to Quercus by the due date (specified on the
syllabus) in one of the following formats: .doc, .docx, .pdf. No other file formats will be accepted. It is your
responsibility to make sure that your assignment has been uploaded and submitted correctly.
Please take care to format your assignment (including typed responses, pasted figures and images, and pasted
output) in an organized, easy-to-read manner.
Please do NOT submit analysis output unless specifically requested.
For explanations and discussion questions, complete sentences are expected unless otherwise specified.
Honour Statement: Academic integrity is fundamental to learning and scholarship at the University of Toronto
and beyond. Participating honestly, respectfully, responsibly, and fairly in this academic community ensures that
the U of T degree that you earn will be valued as a true indication of your individual academic achievement, and
will continue to receive the respect and recognition it deserves.
This is an individual project. The work you submit is expected to be your own, and the submission will be run
through TurnItIn. You may not work with any classmates to complete this assignment. Discussing or completing
this project witGender Age SocStat Height Shoe BirthMonth Siblings Power SocMedia FB Insta Twitter Caffeine Exercise Pet Faction Attract Burrito_Self Burrito_Other SWB_1 SWB_2 SWB_3 SWB_4 SWB_5 BIG5_1 BIG5_2 BIG5_3 BIG5_4 BIG5_5 BIG5_6 BIG5_7 BIG5_8 BIG5_9 BIG5_10 BIG5_11 BIG5_12 BIG5_13 BIG5_14 BIG5_15 NeedCog_1 NeedCog_2 NeedCog_3 NeedCog_4 NeedCog_5 NeedCog_6 NeedCog_7 NeedCog_8 NeedCog_9 NeedCog_10 PANAS_1_Before PANAS_2_Before PANAS_3_Before PANAS_4_Before PANAS_5_Before PANAS_6_Before PANAS_7_Before PANAS_8_Before PANAS_9_Before PANAS_10_Before HelpCOND HWHelp PANAS_1_After PANAS_2_After PANAS_3_After PANAS_4_After PANAS_5_After PANAS_6_After PANAS_7_After PANAS_8_After PANAS_9_After PANAS_10_After SurveyLength
3 19 6 64 7.5 12 1 2 2 0 0 2 0.5 2 4 3 6 5 3 3 2 2 1 2 3 2 5 4 4 4 5 3 2 4 2 4 3 4 4 4 3 1 4 4 3 5 4 5 2 1 4 1 3 3 4 3 1 2 2 1 1 1 3 1 5 2 4 3 1 2 1057
2 19 6 67.7 9.5 10 3 1 2 146 12 0 3 1 5 2 3 4 5 6 4 6 4 4 1 5 5 5 2 2 1 1 3 5 5 4 5 4 5 5 2 4 5 5 5 4 4 1 1 2 1 3 1 5 5 1 1 2 1 1 1 1 1 3 1 5 3 1 1 33291
2 19 6 62 6 4 1 1 3 213 291 0 3 1 2 7 8 8 5 5 5 5 5 5 5 2 5 5 3 2 5 4 1 3 4 4 1 2 2 4 2 1 4 4 2 5 4 5 4 1 1 2 1 5 5 5 5 1 2 1 2 2 1 1 4 4 5 2 5 3 788
2 20 8 63 7.5 5 1 3 644 548 30 0 4 2 3 8 10 7 5 5 7 5 3 4 5 1 5 3 4 1 2 4 4 5 5 5 2 2 2 4 4 2 1 2 2 4 4 4 1 1 3 2 2 4 4 3 3 1 2 1 1 1 2 1 2 3 3 2 2 1 697
2 20 7 64.2 7.5 1 1 1 2 261 0 2 1 4 8 8 8 6 5 3 2 1 5 5 3 4 5 2 1 5 5 1 4 5 5 1 5 1 1 1 5 4 4 1 4 5 4 4 3 4 2 2 5 5 1 4 2 2 1 4 1 3 1 1 4 4 1 1 1 876
2 21 5 61 7 10 0 2 3 1041 629 0 1 5 2 4 4 7 6 6 7 6 5 7 4 5 4 5 4 5 4 4 3 2 4 5 4 4 4 4 4 4 5 4 4 4 2 2 4 2 2 4 1 5 3 4 4 2 4 2 1 1 1 2 1 5 2 4 4 1 4 425
1 20 6 69 8 7 2 2 2 0 14 0 0 3 2 4 2 2 2 4 2 3 5 2 4 5 1 2 3 3 4 2 3 2 3 4 3 4 2 2 4 4 4 4 2 2 2 4 2 1 1 1 4 1 3 3 1 3 2 2 2 1 1 1 3 1 2 2 1 2 761
2 19 7 64 7 12 1 2 3 500 1100 2 3 2 5 4 2 4 5 3 3 5 2 3 5 1 5 3 3 2 4 4 2 3 3 4 2 3 3 4 4 2 3 4 4 4 4 2 1 1 3 1 3 2 3 3 1 1 2 2 1 1 1 1 2 1 1 2 1 1 507
2 20 5 67 7.5 11 1 2 3 193 297 1 2 1 5 4 7 5 5 5 4 4 2 4 4 2 5 5 3 2 3 4 2 4 4 4 3 3 4 4 4 3 4 4 4 4 3 3 1 1 1 1 2 3 2 3 4 2 2 2 1 1 1 1 3 2 3 3 3 2 799
2 19 6 68 11 5 2 1 2 80 207 1 3.3 2 3 7 5 5 5 6 5 5 5 4 4 1 5 5 2 1 4 2 2 2 4 2 1 5 4 4 2 4 5 5 4 5 3 5 1 1 2 1 2 3 4 4 2 1 2 2 1 1 1 1 2 1 2 2 1 1 1190
2 19 5 67 8.5 3 1 2 2 172 172 0 0 2 4 4 1 5 2 4 3 5 3 5 4 3 5 4 1 3 4 3 3 2 4 3 3 3 3 2 4 4 3 3 2 3 4 4 1 1 1 1 2 2 2 3 2 1 2 2 1 1 1 1 3 1 3 4 1 1 1734
2 19 5 60 6 2 4 1 3 120 796 0 3 2 4 6 8 6 3 2 2 2 2 3 4 1 5 4 4 2 4 4 2 3 4 4 1 4 2 2 3 2 4 3 3 4 2 4 2 1 2 3 2 3 2 2 4 2 2 2 1 1 4 2 3 2 3 3 2 1 1145
2 18 6 62 8 7 1 1 3 221 331 265 0 1 2 4 4 3 4 5 5 5 5 5 4 5 4 5 5 2 2 5 5 1 1 4 2 1 2 1 1 1 2 1 2 1 4 4 4 1 1 2 1 1 3 1 3 1 1 2 2 1 1 3 1 1 1 1 3 1 2 1051
1 21 6 64 5.5 12 2 2 3 0 2 0 1 1 5 1 3 3 2 2 3 6 5 5 1 5 5 1 4 4 5 1 1 5 5 4 5 5 4 4 2 4 5 5 5 5 4 2 1 1 1 2 2 3 3 1 2 2 2 2 1 1 1 1 1 2 3 1 1 660
2 19 7 66 7.5 7 0 1 2 114 305 1 5 2 3 8 4 4 5 6 6 4 3 3 5 2 2 4 5 3 4 1 3 4 3 5 4 5 2 4 2 2 5 4 2 3 4 4 1 1 2 1 2 3 2 Psy 202 Data Analysis Project
Questionnaire Info
-------------------------------------you will create these composite variables ----------------------------------------
Variable Name: SWBTot
Scale: Subjective well-being. A self-report measure of how well you think your life is going. Scores represent agreement with statements. Higher values indicate more well-being.
Response Type: 1-7 (1 = Strongly disagree, 7 = Strongly agree)
Variable Name: BIG5_N
Scale: Neuroticism. A self-report measure of negative emotionality. Scores represent agreement with statements. Higher values indicate higher neuroticism.
Response Type: 1-5 (1 = Strongly disagree, 5 = Strongly agree)
Variable Name: BIG5_E
Scale: Extraversion. A self-report measure of outgoingness and energy. Scores represent agreement with statements. Higher values indicate higher extraversion.
Response Type: 1-5 (1 = Strongly disagree, 5 = Strongly agree)
Variable Name: BIG5_O
Scale: Openness. A self-report measure of openness to new experiences. Scores represent agreement with statements. Higher values indicate higher openness.
Response Type: 1-5 (1 = Strongly disagree, 5 = Strongly agree)
Variable Name: BIG5_A
Scale: Agreeableness. A self-report measure of friendliness and cooperation. Scores represent agreement with statements. Higher values indicate higher agreeableness.
Response Type: 1-5 (1 = Strongly disagree, 5 = Strongly agree)
Variable Name: BIG5_C
Scale: Conscientiousness. A self-report measure of focus and organization. Scores represent agreement with statements. Higher values indicate higher conscientiousness.
Response Type: 1-5 (1 = Strongly disagree, 5 = Strongly agree)
Variable Name: NFCTot
Scale: Need for cognition. A self-report measure of how much a person engages in, and enjoys, thinking. Scores represent how characteristic a statement is of the participant. Higher values indicate a higher need for cognition.
Response Type: 1-5 (1 = Not at all characteristic, 5 = Extremely characteristic)
Variable Name: POSPre
Scale: Positive emotions, BEFORE doing mindfulness exercise. A self-report measure of extent of positive emotions experienced. Scores represent “amount you are feeling this now” averaged across multiple positive emotions. Higher values indicate more positive emotion.
Response Type: 1-5 (1 = None at all, 5 = A Great Deal)
Variable Name: POSPost
Scale: Positive emotions, AFTER doing mindfulness exercise. A self-report measure of extent of positive emotions experienced. Scores represent “amount you are feeling this now” averaged across multiple positive emotions. Higher values indicate more positive emotion.
Response Type: 1-5 (1 = None at all, 5 = A Great Deal)
Variable Name: NEGPre
Scale: Negative emotions, BEFORE doing mindfulness exercise. A self-report measure of extent of negative emotions experienced. Scores represent “amount you are feeling this now” averaged across multiple negative emotions. Higher values indicate more negative emotion.
CATEGORIES
Economics
Nursing
Applied Sciences
Psychology
Science
Management
Computer Science
Human Resource Management
Accounting
Information Systems
English
Anatomy
Operations Management
Sociology
Literature
Education
Business & Finance
Marketing
Engineering
Statistics
Biology
Political Science
Reading
History
Financial markets
Philosophy
Mathematics
Law
Criminal
Architecture and Design
Government
Social Science
World history
Chemistry
Humanities
Business Finance
Writing
Programming
Telecommunications Engineering
Geography
Physics
Spanish
ach
e. Embedded Entrepreneurship
f. Three Social Entrepreneurship Models
g. Social-Founder Identity
h. Micros-enterprise Development
Outcomes
Subset 2. Indigenous Entrepreneurship Approaches (Outside of Canada)
a. Indigenous Australian Entrepreneurs Exami
Calculus
(people influence of
others) processes that you perceived occurs in this specific Institution Select one of the forms of stratification highlighted (focus on inter the intersectionalities
of these three) to reflect and analyze the potential ways these (
American history
Pharmacology
Ancient history
. Also
Numerical analysis
Environmental science
Electrical Engineering
Precalculus
Physiology
Civil Engineering
Electronic Engineering
ness Horizons
Algebra
Geology
Physical chemistry
nt
When considering both O
lassrooms
Civil
Probability
ions
Identify a specific consumer product that you or your family have used for quite some time. This might be a branded smartphone (if you have used several versions over the years)
or the court to consider in its deliberations. Locard’s exchange principle argues that during the commission of a crime
Chemical Engineering
Ecology
aragraphs (meaning 25 sentences or more). Your assignment may be more than 5 paragraphs but not less.
INSTRUCTIONS:
To access the FNU Online Library for journals and articles you can go the FNU library link here:
https://www.fnu.edu/library/
In order to
n that draws upon the theoretical reading to explain and contextualize the design choices. Be sure to directly quote or paraphrase the reading
ce to the vaccine. Your campaign must educate and inform the audience on the benefits but also create for safe and open dialogue. A key metric of your campaign will be the direct increase in numbers.
Key outcomes: The approach that you take must be clear
Mechanical Engineering
Organic chemistry
Geometry
nment
Topic
You will need to pick one topic for your project (5 pts)
Literature search
You will need to perform a literature search for your topic
Geophysics
you been involved with a company doing a redesign of business processes
Communication on Customer Relations. Discuss how two-way communication on social media channels impacts businesses both positively and negatively. Provide any personal examples from your experience
od pressure and hypertension via a community-wide intervention that targets the problem across the lifespan (i.e. includes all ages).
Develop a community-wide intervention to reduce elevated blood pressure and hypertension in the State of Alabama that in
in body of the report
Conclusions
References (8 References Minimum)
*** Words count = 2000 words.
*** In-Text Citations and References using Harvard style.
*** In Task section I’ve chose (Economic issues in overseas contracting)"
Electromagnetism
w or quality improvement; it was just all part of good nursing care. The goal for quality improvement is to monitor patient outcomes using statistics for comparison to standards of care for different diseases
e a 1 to 2 slide Microsoft PowerPoint presentation on the different models of case management. Include speaker notes... .....Describe three different models of case management.
visual representations of information. They can include numbers
SSAY
ame workbook for all 3 milestones. You do not need to download a new copy for Milestones 2 or 3. When you submit Milestone 3
pages):
Provide a description of an existing intervention in Canada
making the appropriate buying decisions in an ethical and professional manner.
Topic: Purchasing and Technology
You read about blockchain ledger technology. Now do some additional research out on the Internet and share your URL with the rest of the class
be aware of which features their competitors are opting to include so the product development teams can design similar or enhanced features to attract more of the market. The more unique
low (The Top Health Industry Trends to Watch in 2015) to assist you with this discussion.
https://youtu.be/fRym_jyuBc0
Next year the $2.8 trillion U.S. healthcare industry will finally begin to look and feel more like the rest of the business wo
evidence-based primary care curriculum. Throughout your nurse practitioner program
Vignette
Understanding Gender Fluidity
Providing Inclusive Quality Care
Affirming Clinical Encounters
Conclusion
References
Nurse Practitioner Knowledge
Mechanics
and word limit is unit as a guide only.
The assessment may be re-attempted on two further occasions (maximum three attempts in total). All assessments must be resubmitted 3 days within receiving your unsatisfactory grade. You must clearly indicate “Re-su
Trigonometry
Article writing
Other
5. June 29
After the components sending to the manufacturing house
1. In 1972 the Furman v. Georgia case resulted in a decision that would put action into motion. Furman was originally sentenced to death because of a murder he committed in Georgia but the court debated whether or not this was a violation of his 8th amend
One of the first conflicts that would need to be investigated would be whether the human service professional followed the responsibility to client ethical standard. While developing a relationship with client it is important to clarify that if danger or
Ethical behavior is a critical topic in the workplace because the impact of it can make or break a business
No matter which type of health care organization
With a direct sale
During the pandemic
Computers are being used to monitor the spread of outbreaks in different areas of the world and with this record
3. Furman v. Georgia is a U.S Supreme Court case that resolves around the Eighth Amendments ban on cruel and unsual punishment in death penalty cases. The Furman v. Georgia case was based on Furman being convicted of murder in Georgia. Furman was caught i
One major ethical conflict that may arise in my investigation is the Responsibility to Client in both Standard 3 and Standard 4 of the Ethical Standards for Human Service Professionals (2015). Making sure we do not disclose information without consent ev
4. Identify two examples of real world problems that you have observed in your personal
Summary & Evaluation: Reference & 188. Academic Search Ultimate
Ethics
We can mention at least one example of how the violation of ethical standards can be prevented. Many organizations promote ethical self-regulation by creating moral codes to help direct their business activities
*DDB is used for the first three years
For example
The inbound logistics for William Instrument refer to purchase components from various electronic firms. During the purchase process William need to consider the quality and price of the components. In this case
4. A U.S. Supreme Court case known as Furman v. Georgia (1972) is a landmark case that involved Eighth Amendment’s ban of unusual and cruel punishment in death penalty cases (Furman v. Georgia (1972)
With covid coming into place
In my opinion
with
Not necessarily all home buyers are the same! When you choose to work with we buy ugly houses Baltimore & nationwide USA
The ability to view ourselves from an unbiased perspective allows us to critically assess our personal strengths and weaknesses. This is an important step in the process of finding the right resources for our personal learning style. Ego and pride can be
· By Day 1 of this week
While you must form your answers to the questions below from our assigned reading material
CliftonLarsonAllen LLP (2013)
5 The family dynamic is awkward at first since the most outgoing and straight forward person in the family in Linda
Urien
The most important benefit of my statistical analysis would be the accuracy with which I interpret the data. The greatest obstacle
From a similar but larger point of view
4 In order to get the entire family to come back for another session I would suggest coming in on a day the restaurant is not open
When seeking to identify a patient’s health condition
After viewing the you tube videos on prayer
Your paper must be at least two pages in length (not counting the title and reference pages)
The word assimilate is negative to me. I believe everyone should learn about a country that they are going to live in. It doesnt mean that they have to believe that everything in America is better than where they came from. It means that they care enough
Data collection
Single Subject Chris is a social worker in a geriatric case management program located in a midsize Northeastern town. She has an MSW and is part of a team of case managers that likes to continuously improve on its practice. The team is currently using an
I would start off with Linda on repeating her options for the child and going over what she is feeling with each option. I would want to find out what she is afraid of. I would avoid asking her any “why” questions because I want her to be in the here an
Summarize the advantages and disadvantages of using an Internet site as means of collecting data for psychological research (Comp 2.1) 25.0\% Summarization of the advantages and disadvantages of using an Internet site as means of collecting data for psych
Identify the type of research used in a chosen study
Compose a 1
Optics
effect relationship becomes more difficult—as the researcher cannot enact total control of another person even in an experimental environment. Social workers serve clients in highly complex real-world environments. Clients often implement recommended inte
I think knowing more about you will allow you to be able to choose the right resources
Be 4 pages in length
soft MB-920 dumps review and documentation and high-quality listing pdf MB-920 braindumps also recommended and approved by Microsoft experts. The practical test
g
One thing you will need to do in college is learn how to find and use references. References support your ideas. College-level work must be supported by research. You are expected to do that for this paper. You will research
Elaborate on any potential confounds or ethical concerns while participating in the psychological study 20.0\% Elaboration on any potential confounds or ethical concerns while participating in the psychological study is missing. Elaboration on any potenti
3 The first thing I would do in the family’s first session is develop a genogram of the family to get an idea of all the individuals who play a major role in Linda’s life. After establishing where each member is in relation to the family
A Health in All Policies approach
Note: The requirements outlined below correspond to the grading criteria in the scoring guide. At a minimum
Chen
Read Connecting Communities and Complexity: A Case Study in Creating the Conditions for Transformational Change
Read Reflections on Cultural Humility
Read A Basic Guide to ABCD Community Organizing
Use the bolded black section and sub-section titles below to organize your paper. For each section
Losinski forwarded the article on a priority basis to Mary Scott
Losinksi wanted details on use of the ED at CGH. He asked the administrative resident