Please read the 4 articles(check the link)and write 2-page paper with your insights.
Key themes should be strategic marketing, product lifecycle/pricing strategy, digital marketing and brand marketing.
Strategic marketing
https://smallbusiness.chron.com/describe-marketing-strategy-11678.html
Product lifecycle and pricing
https://blog.pricebeam.com/life-cycle-pricing-capturing-value-throughout-the-plc
Digital marketing
https://www.smartinsights.com/digital-marketing-strategy/what-is-digital-marketing/
Brand marketing
https://www.disruptiveadvertising.com/marketing/brand-marketing/
Wealth
Income
& Poverty
Wealth, Income, & Poverty
Wealth Data
Sources
FED: Survey of Consumer Finances
IRS: Estate Tax Data
Forbes: List of Wealthiest Individuals
Typically calculated as “Net Worth”
Tax data is narrower than survey data and uses individual rather than
household collection.
Definition of “Wealth”
May include stocks, bonds, home equity, pensions, defined contribution plans, social
security, etc..
Broader the definition, the less inequitable the wealth distribution.
Definition may depend on type of research being conducted.
For evaluations of the general population, a broader measure (total wealth) is appropriate.
For evaluations of business influence, a narrower measure (e.g. stocks and bonds) is
appropriate.
“Financial Wealth” is more skewed than “Total Wealth”
2016 Total Wealth: mean was $792,000 vs. median $189,000
2016 Financial Wealth: mean was $340,000 vs. median $24,000
Why? Total wealth includes the value of home equity.
http://www.federalreserve.gov/econresdata/scf/scfindex.htm
http://www.irs.gov/uac/SOI-Tax-Stats-Personal-Wealth-Statistics
http://www.forbes.com/billionaires/list/
Wealth, Income, & Poverty
Income Data
Current Population Survey indicates that in 2016 the top 5% of households
made over $225,251 and the top 20% over $121,018.
Gallup Poll
A 2011 survey suggested that half of Americans believe $150,000 annual income or
1 million in net worth would make them “Rich”.
Higher income segments that live in affluent areas may not feel “Rich”.
Income Mobility
Relative vs. Absolute measures
U.S exhibits low relative mobility, why?
Heterogeneous demographics limiting upward mobility of the poor.
(e.g. raising children in single-parent households).
Wider income distribution requiring a greater absolute dollar raise to elevate one
to a higher percentile.
https://www.census.gov/data/tables/2017/demo/income-poverty/p60-259.html
http://www.gallup.com/poll/151427/Americans-Set-Rich-Threshold-150-000-Annual-Income.aspx
Wealth, Income, & Poverty
Income Growth
Data collected by the Census
BEA--FRED: Real GDP Growth Per Capita
Per Capita income indicates improvement over time.
BLS--FRED: Full-Time Median Re ...
ENGLISH5 QUARTER4 MODULE1 WEEK1-3 How Visual and Multimedia Elements.pptx
Please read the 4 articles(check the link)and write 2-page paper w.docx
1. Please read the 4 articles(check the link)and write 2-page paper
with your insights.
Key themes should be strategic marketing, product
lifecycle/pricing strategy, digital marketing and brand
marketing.
Strategic marketing
https://smallbusiness.chron.com/describe-marketing-strategy-
11678.html
Product lifecycle and pricing
https://blog.pricebeam.com/life-cycle-pricing-capturing-value-
throughout-the-plc
Digital marketing
https://www.smartinsights.com/digital-marketing-strategy/what-
is-digital-marketing/
Brand marketing
https://www.disruptiveadvertising.com/marketing/brand-
marketing/
Wealth
Income
& Poverty
2. Wealth, Income, & Poverty
IRS: Estate Tax Data
rather than
household collection.
home equity, pensions, defined
contribution plans, social
security, etc..
distribution.
on, a broader measure
(total wealth) is appropriate.
(e.g. stocks and bonds) is
4. s low relative mobility, why?
poor.
(e.g. raising children in single-parent households).
distribution requiring a greater absolute dollar
raise to elevate one
to a higher percentile.
https://www.census.gov/data/tables/2017/demo/income-
poverty/p60-259.html
http://www.gallup.com/poll/151427/Americans-Set-Rich-
Threshold-150-000-Annual-Income.aspx
Wealth, Income, & Poverty
--FRED: Real GDP Growth Per Capita
--FRED: Full-Time Median Real Earnings
barely changed.
--FRED: Real Median Household Income
--FRED: Real Median Family Income
5. -family households, distorting “typical” incomes
of households.
count for decline in average family size (3.0 in
1973 to 2.5 in 2010)
suggesting family members may be better off with fewer
members for a particular
income.
https://fred.stlouisfed.org/series/A939RX0Q048SBEA
https://fred.stlouisfed.org/series/LES1252881600Q
https://fred.stlouisfed.org/series/MEHOINUSA672N
https://fred.stlouisfed.org/series/MEFAINUSA672N
https://www.census.gov/library/visualizations/time-
series/demo/households-historical-time-series.html
Wealth, Income, & Poverty
s--Current Population Survey
—FRED: Poverty Count
—FRED: Poverty Rate
(adjusted only for inflation).
n the 1960s and has
generally leveled off since.
6. was one-quarter.
-half standard was maintained, the poverty rate would
have increased since 1965.
-cash government programs (e.g. food stamps,
school meals, housing subsidies,
and medical care).
-third.
analyzing
senior citizen poverty).
2011)
-kind benefits and deducts taxes, child support
paid, alimony, and work expenses.
https://www.census.gov/content/dam/Census/library/publication
s/2017/demo/P60-259.pdf
https://fred.stlouisfed.org/series/PEAAUS00000A647NCEN
https://fred.stlouisfed.org/series/PPAAUS00000A156NCEN
https://www.census.gov/content/dam/Census/library/publication
s/2018/demo/p60-265.pdf
Labor Statistics
t and Unemployment
7. -Time” and “Discouraged Workers”
-to-month fluctuations (sampling
error of 0.12%)
racteristic data on the population.
-to-month fluctuations.
http://www.bls.gov/news.release/empsit.a.htm
http://www.bls.gov/news.release/empsit.t15.htm
http://www.bls.gov/news.release/empsit.b.htm
Labor Statistics
wage increase did
not adversely impact jobs.
yroll records, suggested the opposite.
8. -wage workers (wage compression)
n effects
-1973 data came from direct union reports
-1973 data comes from a BLS survey.
e questionnaire wording was changes from “union”
to “union or employee
association similar to a union”, increasing union affiliation.
government reports.
ss than 1000 workers
http://www.bls.gov/news.release/union2.nr0.htm
http://www.bls.gov/news.release/wkstp.nr0.htm
9. Labor Statistics
injuries had dropped to the lowest level
since recorded in
1992 (has increased slightly since).
http://www.bls.gov/news.release/cfoi.nr0.htm
The
National Economy
National Economy Issues
10. extrapolation to
complete data set.
ompare employed people exceeding the number of jobs in
the economy.
reported production.
reported
production.
http://www.bea.gov/
https://www.stlouisfed.org/publications/regional-
economist/january-2015/underground-economy#table
National Economy Issues
virtue or aesthetic
11. qualities of production.
crime, loss of leisure
time, public infrastructure, volunteer activities, and housework.
urchasing Power Parity (PPP)
values for the
amount of goods a given unit of currency can buy.
(IMF 2017).
China is ≈ 120% the size of the U.S.
(IMF 2017).
capita income in
China would have been $279, an unsustainably low figure.
living than overall GDP.
14. (e.g. business retained earnings and foreign savings)
measure
actual investment which would be closer to 20% of GDP.
25%
https://www.conference-board.org/data/consumerconfidence.cfm
http://www.sca.isr.umich.edu/
https://research.stlouisfed.org/fred2/series/PSAVERT
http://www.bea.gov/newsreleases/national/pi/pinewsrelease.htm
Government
Government Statistics
16. employer
may pass burden onto employee in the form of a lower wage.
cise taxes are imposed on businesses but they may be able
to
pass onto consumers in the form of higher prices.
(or evade) taxes.
Government Statistics
Government Research Issues
uring Money
I monthly.
-U vs. CPI-W
18. actual money received by recipients.
Business Statistics
Business Statistics
poration
in the U.S.
-through
production.
industry.
be estimated.
19. asset valuations.
less sales, assets, or market value.
http://www.sec.gov/edgar/searchedgar/companysearch.html
https://www.forbes.com/global2000/list/
http://fortune.com/fortune500/list/filtered?sortBy=employees&f
irst500
Business Statistics
-trust Legislation
“monopolizing” and/or
“substantially lessening competition”
top 4-8 firms.
20. when evaluating mergers.
-trust
investigation.
fail within 5 years.
s not include firms without employees (derives from
unemployment insurance records).
-barrier
industries that stop and start
frequently.
ng profits look
lower.
denominator.
but yield to shareholders is closer to 4%.
https://www.ftc.gov/
http://www.census.gov/eos/www/naics/
22. stayed in the top quarter of funds
between 2001-2006.
regularly beat the market.
Warren Buffet and Peter Lynch?
https://finance.yahoo.com/
Data Analysis Project 3
For this project you will demonstrate competency in researching
economics; that is, creatively designing a research question,
locating pertinent and credible data to support an answer, and
presenting results in a professional and articulate manner.
Furthermore, you will also be applying fundamental statistical
and regression concepts to your data sets to more quantitively
answer your research questions. Follow these steps to complete
the project:
1. Using the data covered in the National Economy, Wealth
Income and Poverty, Business Statistics, Labor Statistics, and
Government, generate five research questions to study (one
from each category). For this project use causal type phrasing
(e.g. “Higher taxes cause lower GDP”, “Increased worker
productivity increases savings”, etc.).
2. Excel File:
A. For three of the five research questions create an Excel sheet
with your data set, one graph and the statistical metrics listed
below. Compile all the statistical metrics below and use a
different type of graph for each question. All statistical metrics
and graphs are to be calculated/generated in Excel using the
functions reviewed in class.
23. · Mean (weighted, arithmetic, or geometric)
· Median
· Sample Variance
· Standard Deviation
· Coefficient of Variation
· Range
· Percentiles
· Quintiles
· Skewness
B. SINGLE-VARIABLE REGRESSION: For one of the five
research questions create an Excel sheet with your data set, one
scatterplot graph, and the analysis output. Furthermore:
· Make sure n ≥ 30 (that is you should have at least 30 data
points that correlate across time or space)
· Add the R-squared and trendline to the scatterplot; use the
functional form with the highest R-squared.
· Use Excel’s Data Analysis TookPak regression function to run
a single-variable regression and generate the Analysis Output.
C. MULTIPLE-VARIABLE REGRESSION: For one of the five
research questions create an Excel sheet with your data set and
the analysis output. Furthermore:
· Make sure n ≥ 30 (that is you should have at least 30 data
points that correlate across time or space)
· Use at least six independent variables. Remember, all your
independent variables should be believed to influence the
dependent variable.
· Use Excel’s Data Analysis TookPak regression function to run
a multiple-variable regression and generate the Analysis Output.
3. PowerPoint Presentation: For each research question (five
total), create at least one PowerPoint slide illustrating the
pertinent graphs, statistical metrics, regression results, bullet
points (up to 3 and optional), and hyperlinks to your data source
website (make sure the links work). The PowerPoint should also
contain an introduction slide (e.g. name, project #, and class).
24. For the regressions add at least one slide answering each of the
following:
· What is the regression R-Squared and what does it mean
regarding your data?
· What are the statistically significant coefficients and how did
you conclude they were statistically significant?
· What are the statistically insignificant coefficients and how
did you conclude they were insignificant?
· Interpret each statistically significant coefficient to determine
how your dependent and independent variables are correlated;
that is, for a change in each independent variable how does this
impact the dependent variable. Make sure you use the proper
denominations (e.g. each square foot added to a home increases
the home price by $123). If no statistically significant results
are found, then you are to do the same thing but indicate that
the results cannot be relied upon.
4. Submission: Upload the Excel and PowerPoint file into the
link provided in Blackboard by the due date (no
e-mailed copies).
5. Grading: Project grade is weighted 50/50 for
Excel/PowerPoint; however, both must be submitted to receive a
score. Excel graphs must be derived from the data input in
Excel. The PowerPoint is graded subjectively as a presentation
to your fellow classmates so cosmetics, spelling, character size,
color, creativity all matter.
6. Academic Integrity: Do not copy graphs from websites nor
replicate another student’s work.