Charles Dow was the original editor of the Wall Street Journal. He was the originator of "Dow Theory," which holds that the prices of transportation stocks, such as Heartland Express, can predict changes in the price of industrial stocks, such as ExxonMobil. An article in the Wall Street Journal refers to Dow Theory as the "granddaddy of technical analysis."
Source: Spencer Jakab, "Keep on Trucking Despite Dow Theory," Wall Street Journal, July 16, 2012.
Dow Theory is considered technical analysis rather than fundamental analysis because it _______.
A. requires complicated computer programs to generate its results
B. requires analysis of multiple stocks to generate its results
C. relies on forecasting future profits of firms in order to forecast future stock prices
D. relies on patterns of past stock prices to predict future stock prices
Would an investor be able to earn an above-average return on her stock investments by selling industrial stocks whenever she saw declines in transportation stocks and buying industrial stocks whenever she saw increases in transportation stocks?
A. Yes, the long history associated with this theory illustrates its ability to guarantee above-average returns.
B. No, this strategy neglects all available information except for past stock prices.
C. No, this strategy only focuses on expected future returns and neglects past performance.
D. Yes, rational expectations theory predicts that investors employing technical analysis are likely to earn above-average returns
?[Related to the Chapter Opener] The chapter opener states that "many investors who bought stocks in 2000 and held them through 2010 found that they had received a negative real return on their investment over the 10-year period." Why would investors have invested in stocks during those years if they received a negative real return?
A. Investors may have used rational expectations to predict continued growth in the markets.
B. Investors may have believed the high rate of returns from the 1980s would continue.
C. Investors may have used adaptive expectations to formulate their future stock price forecasts.
D. All of the above.
An article in the Economist noted that while economic growth in China was slowing, stocks have more than doubled in value. The article stated that unlike in developed countries where large institutional investors buy the overwhelming majority of the stock purchased, in China 90% of buying is done by individual investors. It described the demand for stock by these investors as a mania.
Source: A Crazy Casino, Economist, May 26, 2015.
What does the article mean when it describes stock buying by individual investors as a mania?
A. Investors are purchasing stock irrationally.
B. Investors are crazy.
C. Investors are enthusiastic about purchasing stock.
D. The demand for stock is incredibly high.
? Individual investors would be More likely to exhibit this behavior than institutional investors.
An article in the Economist in 2016 noted that since 2000, an investor in the United Kingdom would have earned a higher return from buying British government bonds than from buying stock issued by British firms. The article concluded that: There has been a negative equity risk premium this century.
Source: Stocks for the Long Run? Economist, January 13, 2016.
?Equity premium represents the additional return investors must receive in order to invest in stocks.
?Why might the equity risk premium in the United Kingdom have been negative during this period?
A. Banks were paying high interest rates on bonds.
B. The returns on bonds outpaced the returns on stocks.
C. Investors fled to other countries.
D. The returns on stocks outpaced the returns on bonds.
?[Related to Making the Connection] Economist Peter Temin of MIT argues that, If the crash of 1929 was an important independent shock to the economy, then the crash of 1987 should have been equally disastrous.
Source: Peter Temin, Lessons from the Great Depression, Cambridge, MA: MIT University Press, 1989 p. 41.
Which of the following events would be considered important independent shock to an economy?
A. A stock market crash.
B. The breakout of war in the Europe.
C. Inflation.
D. An increase in the Federal Funds rate.
?What reason might Temin give to support his argument that what happened to the economy following the crash of 1987 is evidence against the crash of 1929 being an important shock to the economy?
A. Economic conditions were more severe after the crash of 1929 even though the decline in the market in 1987 was twice as large as the decline in the market in 1929.
B. The market decline in 1929 was twice as large as the market decline in 1987.
C. The market decline in 1987 was twice as large as the market decline in 1987.
D. Economic conditions were more severe after the crash of 1987 because the decline in the market was twice as large as in 1929.
Christina Romer would argue that the impact of the crash of 1929 was more severe because of its effect on consumer confidence as well as the lack of regulations in place at the time.
The business writer Michael Lewis has quoted Michael Burry, a fund manager, as saying: "I also immediately internalized the idea that no school could teach someone how to be a great investor. If that were true, it'd be the most popular school in the world, with an impossibly high tuition. So it must not be true." Do you agree with Burry's reasoning?
Source: Michael Lewis, The Big Short: Inside the Doomsday Machine, New York: W.W. Norton, 2010, p. 35.
A. No, according to the adaptive markets hypothesis, attempting to beat average market returns is a futile exercise.
B. Yes, according to the adaptive markets hypothesis, if you could derive an adaptive model to forecast stock returns, it is possible to earn infinitely high profits.
C. No, according to the efficient markets hypothesis, attempting to beat average market returns is a futile exercise.
D. Yes, according to the efficient markets hypothesis, if you could derive an efficient model to forecast stock returns, it is possible to earn infinitely high profits.
[Related to Making the Connection] A column in the Wall Street Journal, asks the question: Are capital gains so different from earned income that they should be taxed at a different rate?
Source: Scott Sumner and Leonard E. Burman, It Fair to Tax Capital Gains at Lower Rates Than Earned Income? Wall Street Journal, March 1, 2015.
What is a capital gain?
A. A distribution of profit to investors.
B. The increase in capital from one year to the next.
C. An increase in the price of a stock.
D. A profit from the sale of an investment.
In what way are capital gains taxed differently than salary and wage income?
A. Capital gains are adjusted to account for inflation.
B. Salary and wage income is subject to deductibles.
C. Salary and wage income is taxed at a lower rate than capital gains.
D. Capital gains are taxed at a lower rate than salary and wage income.
One economic argument for taxing capital gains differently than
other income is that investors have to pay taxes on their nominal
gain without an adjustment for inflation.
In: Finance
In: Finance
In: Accounting
In: Biology
Final Project: Leadership and Strategy Plan
For this Final Project, you select a pressing health problem
affecting a community and develop a leadership and strategy plan
for addressing the problem. You link this problem to a
corresponding Healthy People 2020 objective(s).
Scenario
You are a new Health Program Planner recently hired by the Lake
Troubled Shallows Department in Minnesota. Prior to your arrival, a
comprehensive community health needs assessment was conducted by
the Health Department. Based on the assessment, the following top
five community health needs were identified. • Heart disease and
stroke prevention • Diabetes screening • Physical activity •
Maternal, infant and child health monitoring and treatment • Mental
health and mental disorders screening and treatment
The executive director of the Lake Troubled Shallows Health
Department has tasked you with targeting one of the aforementioned
community health needs as a top priority during your first year.
The director has asked you to develop a leadership and strategy
plan to address your identified community health
need.
As part of the pre-planning stage of developing your leadership and
strategy plan, first select and match one the Healthy People 2020
objectives to one of the top five needs identified by the Health
Department.
For instance, if you choose “physical activity,” review the various
physical activity objectives under the general Healthy People 2020
Objectives. Then, select a specific, measurable
sub-objective.
You will need to review the current national data on your chosen
objective.
Next, for purposes of this assignment, you should assume that the
health status of
individuals residing in Lake Troubled Shallows is representative of
the overall health
status of individuals living within Minnesota. You can go to the
Minnesota State Health
Department’s website to find additional data on state level
progress and resources to
support your leadership and strategy plan at:
http://www.health.state.mn.us/healthymnpartnership/hm2020/#fw
Lake Troubled Shallows Health Department’s Vision, Mission, and
Guiding Principles:
Vision: Healthy People Living in Healthy
Communities
Mission: To promote and protect health while preventing
disease
Guiding Principles:
• Evidence-based practices
• Collaboration and communication with community members and
partners
• Education and outreach
• Empowering people to make healthy choices
You have been given an initial program startup budget of $250,000
(including your
salary and benefits) to aid you with initial program planning and
implementation. (Note:
you will develop an annual operating budget in the
Assignment.).
The Executive Director of the Lake Troubled Shallows Health
Department has asked
that you submit a “Leadership and Strategy” plan to her within the
next 2–3 months. The
next section contains the required components of the plan that you
must submit to her.
Assignment Instructions
Once you have completed background research and identified a
community health
need, you develop a leadership and strategy plan to address
it.
Paper Format:
13-to 15-page paper (not including title page), APA
format
Leadership and Strategy Plan
• Executive Summary (1 page)
• Table of Contents (1 page)
• Manuscript (see components list below)
The manuscript section of your Final Project will need to address
the following
components:
• Introduction (1–2 pages):
Select a problem from one of the five problems identified in the
Background
(Scenario) and match it to one Healthy People 2020 objective
(sub-objectives
that are measurable). Describe the rationale for selection of this
problem and the
magnitude of the problem (e.g., incidence, prevalence, impact on
communities
and society).
? Strategic Plan (2 pages plus SWOT analysis worksheet, revised
from Week 7):
Use the SWOT analysis template completed in Week 7 as a starting
point for this
section. (You will include your completed template in the
appendices of this Final
Project.) For this Final Project, address the following based on
your SWOT
analysis:
o Identify any connections between listed items in the quadrants
(i.e., is there an opportunity that can be taken advantage of to
address a particular threat or weakness?). o Propose strategies to
maintain, enhance or leverage potential strengths (e.g., make
appropriate assumptions about internal strengths of the Health
Department). o Propose strategies to minimize weaknesses (e.g.,
make appropriate assumptions about internal weaknesses of the
Health Department). o Propose options for leveraging or taking
advantage of opportunities. o Explain the potential impact of
threat/challenges and what you should do to address or prepare for
the threat. o Explain potential strategic issues that the health
department may need to address.
• Program Description (2 pages): o Review the evidence for a
program intervention—ideally, this will be quality, evidence-based
public health information demonstrating best
practices from peer-reviewed literature. Find at least three
sources of
evidence, preferably peer-reviewed. o Briefly describe the
hypothetical program to address your chosen community health
problem. Based on your SWOT Analysis, include 3–5
specific and measurable program objectives that you hope to
accomplish
within 1 year (Refer to SMART Objectives Template as a guide
for
developing appropriate program objectives).
• Leadership Challenges and Systems Thinking (3
pages):
(Refer to Weeks 1 and 2 Learning Resources.) Describe and explain
the leadership approach you will take to execute your plan. Include
the leadership style(s) you will employ and the leadership skills
necessary to be effective including emotional intelligence and
cultural competence.
o Briefly describe how you will apply systems thinking to your
identified community health issue in order to communicate to others
(stakeholders) with regards to how your proposed plan may impact
the community. A common systems thinking tool is a casual loop
diagram. Please review the resources from Week 2 related to systems
thinking and create a simple casual loop diagram that relates to
your program development. o Note: You can use PowerPoint (go to
“Insert” then “SmartArt”) to create your casual loop diagram and
copy and paste the graphic into the paper. o The following is an
example of a simple casual loop diagram:
Morbidity and Mortality risks of HIV/AIDs
Evaluation of evidencebased screening, treatment, and education
Options
Community Awareness of risks and treatment options
Engagement of key stakeholders in the community
Development of public health initiatives
• Ethical Implications (0.5–1 page):
(Refer to Week 3 Learning Resources.) Describe anticipated ethical
issues or
concerns of your leadership and strategy plan. What are some of the
challenges
anticipated?
• Engaging Communities and Building Constituencies (1.5–2
pages):
(Refer to Week 4 Learning Resources.) Describe how you will
engage
community partners and key stakeholders. Describe key partners
and
stakeholders and the level of engagement needed. Discuss
anticipated conflict
resolution and negotiation skills that will be
required.
• Budgeting, Financing, and Human Resources (1–1.5
pages):
(Refer to Weeks 5 & 6 Learning Resources.)
You have been given a budget of $250,000 in initial start-up funds,
which
includes your salary and benefits. You must develop an annual
operating budget
(in addition to the $250,000 start-up funding). o Explain the
funding issues related to your Final Project community health
problem. Include such characteristics as whether these issues are
long-or
short-term, how urgent they are, and which stakeholders might be
most
affected. Identify in your budget any additional staff that you
will need to
hire, including a brief description of their roles and
responsibilities. o Complete the blank budget worksheet provided
(similar to the one you completed in Week 5) indicating the funding
opportunities and costs
related to the chosen project. o Based on your research, as well as
the information included in the budget worksheet, recommend some
potential funding sources (including grant
funding) and explain why you recommend them. In your
explanation,
include variations in funding and how these variations influenced
your
decision making. You are expected to search various funding
sources
such as community-level grants, state funding, nonprofit
associations, etc.
• Performance Management & Health Informatics (2 pages): o
(Refer to Weeks 8 and 9 Learning Resources.) Based on your SWOT
Analysis, include 3–5 specific and measurable process objectives
that you
hope to accomplish within 1 year. (Refer to SMART Objectives
Template
as a guide for developing appropriate program objectives.) o
Explain how you will measure the objectives identified in your
program description to determine if you have reached them. Include
a description
of how you will get the data with which to evaluate your
objectives.
Remember the need to be realistic in your use of data sources
and,
wherever possible, aim to use data that are being collected by
others
(e.g., BRFSS -Behavioral Risk Factor Surveillance System, America’s
Health Rankings report -State Health Statistics at
AmericasHealthRankings.org).
• Reference List (minimum of 8–10 credible references; e.g.,
peer-reviewed,
governmental websites)
• Appendices
The appendices will include completed versions of additional
documents required
to complete this Assignment: o SWOT Analysis Template (including
SMART Objectives Template) o Excel Budget Worksheet
In: Statistics and Probability
Students are to complete journal entries for each month, including adjusting and closing, trial balances, and financial statements consisting of Income Statement, Statement of Retained Earnings, and Balance Sheet in classified format. The minimum chart of accounts for the Peavy Cleaning Corporation practice case is the following (more or less may be used):
|
Date |
Event |
|
November 1, 2017 |
Mark Peavy created Peavy’s Cleaning Service Corporation and hired a lawyer to perform the incorporation for a fee of $500. The par value of the common stock will be $1 per share and 50,000 shares are authorized in the charter of incorporation. Mark purchased 20,000 shares of the corporation’s common stock for $20,000 using his personal funds. The corporation will operate an office cleaning service business in Pike Road, Alabama. The business will prepare financial statements on a monthly basis and calculate depreciation/amortization at June 30 and December 31, respectively, using the straight-line method. Any fixed assets purchased during the month are treated as if purchased at beginning of month. Interest is accrued at year-end and when paid. Mark paid the lawyer the incorporation fee. |
|
November 1, 2017 |
The investors of the Peavy’s Cleaning Service appointed three individuals to the company’s Board of Directors. The board will meet once every quarter to review the operations and set overall policy for the company, but it will not be involved in the day to day operations. Mark is appointed CEO of the corporation. The board appointed a clerk-secretary to assist Mark in his duties. The clerk-secretary will not receive any compensation. Mark is allowed to draw up to $1500 per month as a personal dividend but the Board will decide to pay shareholders a normal dividend. |
|
November 1, 2017 |
Later in the day, two other investors purchased common shares of Peavy’s Cleaning Service Corporation. Investor #2 purchased 2,000 shares for $2,000 and Investor #3 purchased 3,000 shares for $3,000. |
|
November 1, 2017 |
Peavy purchased a 1-year insurance policy effective immediately. The policy is for the bonding of employees ($1300 annually) and insurance for the business and temporary headquarters ($500 annually). Peavy pays for the insurance policy in cash. |
|
November 1, 2017 |
A new investor supplied 2 acres of land in exchange for common stock and a mortgage note. The land has been appraised at $70,000 and the investor received 10,000 shares of stock and a note with a face value of $60,000. The note requires Peavy’s Cleaning Service to pay interest at a rate of 10% per year and the principal is due in five years. Interest is due each year on Nov 1. |
|
November 1, 2017 |
Peavy purchases a used truck for $10,000 paying $2,000 cash and the balance in a notes payable. The terms of the note are monthly payments for 4 years with a 5% annual interest rate. Mark fills up the truck with gasoline at a cost of $47. Mark decides that the truck will be useful for 4 years with a residual value of $1000. Simple interest is used for calculation of monthly payments and is not accrued until the 1st of the month when the payment is made. Mark purchases annual insurance for truck at a cost of $600 which he paid in cash. |
|
November 6, 2017 |
Peavy signs up 14 weekly customers at a rate of $120 per week and 8 customers who will require cleaning every 2 weeks for a rate of $160 per service. Customers are to be billed on 15th of month and at end of month with a 2% cash discount if paid within 3 days of billing, otherwise, the balance is due with 10 days of billing. Cleaning will be split between Vic and Emelia equally. Weekly and bi-weekly cleaning will commence on November 16, 2017 after Mark hires employees. |
|
November 13, 2017 |
After going through several interviews, Mark hires an office manager, Linda, and two cleaning staff, Emelia and Vic. The cleaning personnel will each earn $12.00 per hour and the manager will earn $800 at every payday. All employees will work an eight-hour day, 5 days per week and will be paid on the 15th and last day of the month. Employees are aware that they may have to work weekends for overtime rate at 1.5 times their hourly wages. At present, the employees will be treated as if they are contract employees and no taxes will be taken out of payroll. Employees are scheduled to begin work on November 16, 2017. |
|
November 15, 2017 |
Peavy’s Cleaning Service agrees to rent a trailer that it will use as a temporary office. The rental cost, as determined by Ferry Company, the lessor, will be $250 per month. Ferry will prorate this month’s rent using a November 15 start date. Peavy pays November rent. In the future, rent will be due and paid at the first of the month. |
|
November 15, 2017 |
Investor #2 sells 500 shares of Peavy’s Cleaning Service stock to his younger sister for $500. |
|
November 15, 2017 |
Mark hires Ingram Home Improvement Store to quickly outfit the trailer with office furniture and chairs and laptop at a cost of $1800 on account. Peavy’s payment terms are n/eom. The laptop is less than $600 so Mark decides to expense the laptop in accordance with current Section 179 IRS rules instead of capitalizing the asset. |
|
November 15, 2017 |
Mark purchases shirts for himself and company employees from Graphic Designs for $75. |
|
November 15, 2017 |
Peavy’s Cleaning Service applies for credit to Big Sparkle Company. Since this is a brand new business and has no history of operations, Big Sparkle agrees to a $5,000 limit. |
|
November 17, 2017 |
Mark purchases cleaning supplies from Big Sparkle Company totaling $6,200. After reaching the set credit limit, Peavy paid cash for the balance of the purchase. Terms are n/eom. Supplies will be a prepaid expense and inventory of supplies taken at June 30 and December 31. |
|
November 17, 2017 |
Mark receives the company’s first large corporate cleaning job cleaning the Warhawk Gym for $2,800 after a basketball game. Vic and Emelia provide cleaning that night and Warhawk Gym is billed for the service with terms of 1/10, n/eom. Both Vic and Emelia work 4 hours overtime for this job. |
|
November 17, 2017 |
Mark is contacted to clean up for a local church after a wedding party on November 18, 2017. Since the job was last-minute notice, Peavy negotiates a $3000 fee and tells both Emelia and Vic to handle the job the same day. Since Vic needed to polish the floors, Vic works 3 hours and Emelia works 2 hours after the wedding. The church wires Peavy’s Cleaning Corporation’s bank account $3000 the same day as the job. The church has a floor polishing machine. |
|
November 20, 2017 |
Mark fills up the company truck with gasoline at a cost of $39. |
|
November 20, 2017 |
Mark is contacted by Lane who will be hosting an Iron Bowl party at his residence on Saturday, November 25, 2017. Lane needs cleaning services on Sunday, November 26, 2017. Mark negotiates a $750 fee and Lane pays Mark on November 20, 2017. |
|
November 23, 2017 |
Mark gives personnel a paid holiday. Since the company does not have a leave policy in place yet, this holiday will not affect payroll at end of month. |
|
November 26, 2017 |
Vic and Emelia work 3 hours each to clean up after the Iron Bowl party. |
|
November 27, 2017 |
Mark purchases gas for the truck for $46. On the way home, Mark decides he needs to pay his own personal bills so he draws $1200 for personal use from the business. Linda calls Mark to inform him that Warhawk Gym has paid their bill within the discount period. |
|
November 29, 2017 |
Mark negotiates a deep cleaning of a bathtub at the home of the Smith family for that afternoon. He is paid $250 for this service. Mark purchases a special tool to complete this cleaning at Lowe’s for $2000 and pays cash. Vic completes the service by 5:00 pm. Mark asks one of the store managers their opinion on the useful life of the tool and they give him an estimate of 3 years with $0 residual value. Mark determines that he will use that estimate for depreciation purposes for the tool. |
|
November 30, 2017 |
The office manager completes payroll for Mark’s review including the overtime pay for jobs after hours for Vic and Emelia. Mark pays the office manager and cleaning crew for their time work since November 16, 2017. |
|
November 30, 2017 |
The office manager bills weekly and bi-weekly customers for service, pays accounts payable balances due, and completes adjusting and closing end of month journal entries and prepares a trial balance and financial statements for Mark’s review. Check figures – Retained Earnings balance for balance sheet is equal to $4126 and Total Assets are $107,126 |
In: Accounting
Please use the excel function data on stocks, bonds, bills to start discussion on time value.
First question:
Using the data and $100 invested in stocks, bonds and bills, confirm the values at 2011.
Terminal value at 2011= $100(1+r1)(1+r2)...(1+r84)
where r1= actual return given for 1928
r2=actual return given for 1929
r84=actual return given for 2011 for stocks, bonds and bills
Second Question:
Investing over 84 years is a little far fetched unless your grandfather was like Donald Trump's G.PA. Now consider dividing 1928-2011 to three sub-period of 1928-56 (28 years), 1956-1984 28 yr) and 1984-2011 (27 yr). Let's see how investment of $100 in stocks, bonds, bills using again the actual returns provided in each asset class (stocks, bonds, bills) perform? Compare, the future value of each investment as if in the second 28 years, and last 27 years you start with $100 investment in stocks, bonds, bills. What are the lessons we learn in this exercise as far as your future contribution to your own 401K is concerned?
| Annual returns stocks bonds bills | compound value of $100 | DATE | VALUE | GDP growth rate | 1929-69 | 1970-1999 | 2000-2010 | 43.81% | 0.3458 | 7.2317E-08 | |||||||||||||||||||||
| Year | Stocks | T.Bills | T.Bonds | Stocks | T.Bills | T.Bonds | skewness | 1929 | 976.1 | -0.086159205 | -0.086159205 | 1 | -0.086159205 | 0.060599779 | 0.010796691 | -0.086159205 | 0.033565385 | 0.010796691 | -8.30% | -0.1753 | -9.42131E-09 | ||||||||||
| 1 | 1928 | 43.81% | 3.08% | 0.84% | $143.81 | $103.08 | $100.84 | 7.2317E-08 | 1930 | 892 | -0.064798206 | -0.064798206 | 2 | -0.064798206 | 0.043716203 | 0.018134509 | -0.064798206 | 0.053135276 | 0.018134509 | -25.12% | -0.3435 | -7.08836E-08 | |||||||||
| 2 | 1929 | -8.30% | 3.16% | 4.20% | $131.88 | $106.34 | $105.07 | -9.42131E-09 | 1931 | 834.2 | -0.130664109 | -0.130664109 | 3 | -0.130664109 | 0.057865169 | 0.025409119 | -0.130664109 | 0.057926698 | 0.025409119 | -43.84% | -0.5307 | -2.61404E-07 | |||||||||
| 3 | 1930 | -25.12% | 4.55% | 4.54% | $98.75 | $111.18 | $109.85 | -7.08836E-08 | 1932 | 725.2 | -0.012961942 | -0.012961942 | 4 | -0.012961942 | 0.064200153 | 0.034681153 | -0.012961942 | -0.005516203 | 0.034681153 | -8.64% | -0.1787 | -9.9802E-09 | |||||||||
| 4 | 1931 | -43.84% | 2.31% | -2.56% | $55.46 | $113.74 | $107.03 | -2.61404E-07 | 1933 | 715.8 | 0.108829282 | 0.108829282 | 5 | 0.108829282 | 0.065178819 | 0.030709812 | 0.108829282 | -0.002108193 | 0.030709812 | 49.98% | 0.4075 | 1.18345E-07 | |||||||||
| 5 | 1932 | -8.64% | 1.07% | 8.79% | $50.66 | $114.96 | $116.44 | -9.9802E-09 | 1934 | 793.7 | 0.088824493 | 0.088824493 | 6 | 0.088824493 | 0.025272637 | 0.026578468 | 0.088824493 | 0.053636625 | 0.026578468 | -1.19% | -0.1042 | -1.97865E-09 | |||||||||
| 6 | 1933 | 49.98% | 0.96% | 1.86% | $75.99 | $116.06 | $118.60 | 1.18345E-07 | 1935 | 864.2 | 0.130525341 | 0.130525341 | 7 | 0.130525341 | 0.048410845 | 0.019130301 | 0.130525341 | 0.045981039 | 0.019130301 | 46.74% | 0.3751 | 9.23011E-08 | |||||||||
| 7 | 1934 | -1.19% | 0.32% | 7.96% | $75.09 | $116.44 | $128.05 | -1.97865E-09 | 1936 | 977 | 0.051279427 | 0.051279427 | 8 | 0.051279427 | 0.031066128 | -0.003369578 | 0.051279427 | 0.055777856 | -0.003369578 | 31.94% | 0.2271 | 2.04841E-08 | |||||||||
| 8 | 1935 | 46.74% | 0.18% | 4.47% | $110.18 | $116.64 | $133.78 | 9.23011E-08 | 1937 | 1027.1 | -0.034368611 | -0.034368611 | 9 | -0.034368611 | 0.001902212 | -0.030694657 | -0.034368611 | 0.031254407 | -0.030694657 | -35.34% | -0.4457 | -1.54844E-07 | |||||||||
| 9 | 1936 | 31.94% | 0.17% | 5.02% | $145.38 | $116.84 | $140.49 | 2.04841E-08 | 1938 | 991.8 | 0.08076225 | 0.08076225 | 10 | 0.08076225 | 0.033565385 | 0.023914594 | 0.08076225 | -0.00275209 | 0.023914594 | 29.28% | 0.2005 | 1.40964E-08 | |||||||||
| 10 | 1937 | -35.34% | 0.30% | 1.38% | $94.00 | $117.19 | $142.43 | -1.54844E-07 | 1939 | 1071.9 | 0.087694748 | 0.087694748 | 11 | 0.087694748 | 0.053135276 | 0.018073949 | 0.087694748 | 0.02538567 | 0.018073949 | -1.10% | -0.1033 | -1.92782E-09 | |||||||||
| 11 | 1938 | 29.28% | 0.08% | 4.21% | $121.53 | $117.29 | $148.43 | 1.40964E-08 | 1940 | 1165.9 | 0.170769363 | 0.170769363 | 12 | 0.170769363 | 0.057926698 | 0.173364361 | 0.015760396 | 0.170769363 | -0.019424617 | 0.173364361 | 0.015760396 | -10.67% | -0.199 | -1.37824E-08 | |||||||
| 12 | 1939 | -1.10% | 0.04% | 4.41% | $120.20 | $117.33 | $154.98 | -1.92782E-09 | 1941 | 1365 | 0.184468864 | 0.184468864 | 13 | 0.184468864 | -0.005516203 | 0.184468864 | 0.045176358 | -12.77% | -0.22 | -1.86223E-08 | |||||||||||
| 13 | 1940 | -10.67% | 0.03% | 5.40% | $107.37 | $117.36 | $163.35 | -1.37824E-08 | 1942 | 1616.8 | 0.163718456 | 0.163718456 | 14 | 0.163718456 | -0.002108193 | 0.163718456 | 0.071865468 | 19.17% | 0.0994 | 1.71761E-09 | |||||||||||
| 14 | 1941 | -12.77% | 0.08% | -2.02% | $93.66 | $117.46 | $160.04 | -1.86223E-08 | 1943 | 1881.5 | 0.080786606 | 0.080786606 | 15 | 0.080786606 | 0.053636625 | 0.080786606 | 0.041375637 | 25.06% | 0.1583 | 6.93759E-09 | |||||||||||
| 15 | 1942 | 19.17% | 0.34% | 2.29% | $111.61 | $117.85 | $163.72 | 1.71761E-09 | 1944 | 2033.5 | -0.011212196 | -0.011212196 | 16 | -0.011212196 | 0.045981039 | -0.011212196 | 0.034646521 | 19.03% | 0.098 | 1.64605E-09 | |||||||||||
| 16 | 1943 | 25.06% | 0.38% | 2.49% | $139.59 | $118.30 | $167.79 | 6.93759E-09 | 1945 | 2010.7 | -0.109414632 | -0.109414632 | 17 | -0.109414632 | 0.055777856 | -0.109414632 | 0.031989266 | 35.82% | 0.2659 | 3.28792E-08 | |||||||||||
| 17 | 1944 | 19.03% | 0.38% | 2.58% | $166.15 | $118.75 | $172.12 | 1.64605E-09 | 1946 | 1790.7 | -0.008990897 | -0.008990897 | 18 | -0.008990897 | 0.031254407 | -0.008990897 | 0.041111263 | -8.43% | -0.1766 | -9.63247E-09 | |||||||||||
| 18 | 1945 | 35.82% | 0.38% | 3.80% | $225.67 | $119.20 | $178.67 | 3.28792E-08 | 1947 | 1774.6 | 0.044009918 | 0.044009918 | 19 | 0.044009918 | -0.00275209 | 0.044009918 | 0.03572837 | 5.20% | -0.0403 | -1.14467E-10 | |||||||||||
| 19 | 1946 | -8.43% | 0.38% | 3.13% | $206.65 | $119.65 | $184.26 | -9.63247E-09 | 1948 | 1852.7 | -0.005181627 | -0.005181627 | 20 | -0.005181627 | 0.02538567 | -0.005181627 | 0.018770941 | 5.70% | -0.0353 | -7.6929E-11 | |||||||||||
| 20 | 1947 | 5.20% | 0.57% | 0.92% | $217.39 | $120.33 | $185.95 | -1.14467E-10 | 1949 | 1843.1 | 0.087407086 | 0.087407086 | 21 | 0.087407086 | -0.019424617 | 0.087407086 | -0.002342066 | 18.30% | 0.0907 | 1.30493E-09 | |||||||||||
| 21 | 1948 | 5.70% | 1.02% | 1.95% | $229.79 | $121.56 | $189.58 | -7.6929E-11 | 1950 | 2004.2 | 0.077387486 | 0.077387486 | 22 | 0.077387486 | 0.045176358 | 0.077387486 | 0.0339273 | 30.81% | 0.2158 | 1.7576E-08 | |||||||||||
| 22 | 1949 | 18.30% | 1.10% | 4.66% | $271.85 | $122.90 | $198.42 | 1.30493E-09 | 1951 | 2159.3 | 0.038299449 | 0.038299449 | 23 | 0.038299449 | 0.071865468 | 0.038299449 | 0.02852657 | 23.68% | 0.1445 | 5.27678E-09 | |||||||||||
| 23 | 1950 | 30.81% | 1.17% | 0.43% | $355.60 | $124.34 | $199.27 | 1.7576E-08 | 1952 | 2242 | 0.04603033 | 0.04603033 | 24 | 0.04603033 | 0.041375637 | 0.04603033 | 0.04073413 | 18.15% | 0.0892 | 1.24125E-09 | |||||||||||
| 24 | 1951 | 23.68% | 1.48% | -0.30% | $439.80 | $126.18 | $198.68 | 5.27678E-09 | 1953 | 2345.2 | -0.006310762 | -0.006310762 | 25 | -0.006310762 | 0.034646521 | -0.006310762 | 0.025149214 | -1.21% | -0.1044 | -1.99006E-09 | |||||||||||
| 25 | 1952 | 18.15% | 1.67% | 2.27% | $519.62 | $128.29 | $203.19 | 1.24125E-09 | 1954 | 2330.4 | 0.072004806 | 0.072004806 | 26 | 0.072004806 | 0.031989266 | 0.072004806 | 0.037398195 | 52.56% | 0.4333 | 1.42276E-07 | |||||||||||
| 26 | 1953 | -1.21% | 1.89% | 4.14% | $513.35 | $130.72 | $211.61 | -1.99006E-09 | 1955 | 2498.2 | 0.019774237 | 0.019774237 | 27 | 0.019774237 | 0.041111263 | 0.019774237 | 0.044569161 | 32.60% | 0.2337 | 2.23225E-08 | |||||||||||
| 27 | 1954 | 52.56% | 0.96% | 3.29% | $783.18 | $131.98 | $218.57 | 1.42276E-07 | 1956 | 2547.6 | 0.020097347 | 0.020097347 | 28 | 0.020097347 | 0.03572837 | 0.020097347 | 0.043551123 | 7.44% | -0.0179 | -1.00306E-11 | |||||||||||
| 28 | 1955 | 32.60% | 1.66% | -1.34% | $1,038.47 | $134.17 | $215.65 | 2.23225E-08 | 1957 | 2598.8 | -0.009004156 | -0.009004156 | 29 | -0.009004156 | 0.018770941 | -0.009004156 | 0.048273916 | -10.46% | -0.1969 | -1.33507E-08 | |||||||||||
| 29 | 1956 | 7.44% | 2.56% | -2.26% | $1,115.73 | $137.60 | $210.79 | -1.00306E-11 | 1958 | 2575.4 | 0.071717015 | 0.071717015 | 30 | 0.071717015 | -0.002342066 | 0.071717015 | 0.041380783 | 43.72% | 0.3449 | 7.17539E-08 | |||||||||||
| 30 | 1957 | -10.46% | 3.23% | 6.80% | $999.05 | $142.04 | $225.11 | -1.33507E-08 | 1959 | 2760.1 | 0.024781711 | 0.024781711 | 31 | 0.024781711 | 0.0339273 | 0.024781711 | 0.988694005 | 0.032956467 | 12.06% | 0.0283 | 3.96392E-11 | ||||||||||
| 31 | 1958 | 43.72% | 1.78% | -2.10% | $1,435.84 | $144.57 | $220.39 | 7.17539E-08 | 1960 | 2828.5 | 0.023298568 | 0.023298568 | 32 | 1.170101873 | 0.036565684 | 0.02852657 | 0.023298568 | 0.34% | -0.0889 | -1.22877E-09 | |||||||||||
| 32 | 1959 | 12.06% | 3.26% | -2.65% | $1,608.95 | $149.27 | $214.56 | 3.96392E-11 | 1961 | 2894.4 | 0.060599779 | 0.060599779 | 33 | 0.04073413 | 0.060599779 | 26.64% | 0.1741 | 9.22916E-09 | |||||||||||||
| 33 | 1960 | 0.34% | 3.05% | 11.64% | $1,614.37 | $153.82 | $239.53 | -1.22877E-09 | 1962 | 3069.8 | 0.043716203 | 0.043716203 | 34 | 0.025149214 | 0.043716203 | -8.81% | -0.1804 | -1.02678E-08 | |||||||||||||
| 34 | 1961 | 26.64% | 2.27% | 2.06% | $2,044.40 | $157.30 | $244.46 | 9.22916E-09 | 1963 | 3204 | 0.057865169 | 0.057865169 | 35 | 0.037398195 | 0.057865169 | 22.61% | 0.1338 | 4.18923E-09 | |||||||||||||
| 35 | 1962 | -8.81% | 2.78% | 5.69% | $1,864.26 | $161.67 | $258.38 | -1.02678E-08 | 1964 | 3389.4 | 0.064200153 | 0.064200153 | 36 | 0.044569161 | 0.064200153 | 16.42% | 0.0719 | 6.50058E-10 | |||||||||||||
| 36 | 1963 | 22.61% | 3.11% | 1.68% | $2,285.80 | $166.70 | $262.74 | 4.18923E-09 | 1965 | 3607 | 0.065178819 | 0.065178819 | 37 | 0.043551123 | 0.065178819 | 12.40% | 0.0317 | 5.57113E-11 | |||||||||||||
| 37 | 1964 | 16.42% | 3.51% | 3.73% | $2,661.02 | $172.54 | $272.53 | 6.50058E-10 | 1966 | 3842.1 | 0.025272637 | 0.025272637 | 38 | 0.048273916 | 0.025272637 | -9.97% | -0.192 | -1.23785E-08 | |||||||||||||
| 38 | 1965 | 12.40% | 3.90% | 0.72% | $2,990.97 | $179.28 | $274.49 | 5.57113E-11 | 1967 | 3939.2 | 0.048410845 | 0.048410845 | 39 | 0.041380783 | 0.048410845 | 23.80% | 0.1457 | 5.40934E-09 | |||||||||||||
| 39 | 1966 | -9.97% | 4.84% | 2.91% | $2,692.74 | $187.95 | $282.47 | -1.23785E-08 | 1968 | 4129.9 | 0.031066128 | 0.031066128 | 40 | 0.010796691 | 0.031066128 | 10.81% | 0.0158 | 6.89822E-12 | |||||||||||||
| 40 | 1967 | 23.80% | 4.33% | -1.58% | $3,333.69 | $196.10 | $278.01 | 5.40934E-09 | 1969 | 4258.2 | 0.001902212 | 0.001902212 | 41 | 1.39770264 | 0.035838529 | 0.001902212 | -8.24% | -0.1747 | -9.32491E-09 | ||||||||||||
| 41 | 1968 | 10.81% | 5.26% | 3.27% | $3,694.23 | $206.41 | $287.11 | 6.89822E-12 | 1970 | 4266.3 | 0.033565385 | 0.033565385 | 42 | 1.591612386 | 0.038819814 | 3.56% | -0.0567 | -3.18797E-10 | |||||||||||||
| 42 | 1969 | -8.24% | 6.56% | -5.01% | $3,389.77 | $219.96 | $272.71 | -9.32491E-09 | 1971 | 4409.5 | 0.053135276 | 0.053135276 | 43 | 14.22% | 0.0499 | 2.17304E-10 | |||||||||||||||
| 43 | 1970 | 3.56% | 6.69% | 16.75% | $3,510.49 | $234.66 | $318.41 | -3.18797E-10 | 1972 | 4643.8 | 0.057926698 | 0.057926698 | 44 | 18.76% | 0.0953 | 1.51372E-09 | |||||||||||||||
| 44 | 1971 | 14.22% | 4.54% | 9.79% | $4,009.72 | $245.32 | $349.57 | 2.17304E-10 | 1973 | 4912.8 | -0.005516203 | -0.005516203 | 45 | -14.31% | -0.2354 | -2.28131E-08 | |||||||||||||||
| 45 | 1972 | 18.76% | 3.95% | 2.82% | $4,761.76 | $255.01 | $359.42 | 1.51372E-09 | 1974 | 4885.7 | -0.002108193 | -0.002108193 | 46 | -25.90% | -0.3513 | -7.58229E-08 | |||||||||||||||
| 46 | 1973 | -14.31% | 6.73% | 3.66% | $4,080.44 | $272.16 | $372.57 | -2.28131E-08 | 1975 | 4875.4 | 0.053636625 | 0.053636625 | 47 | 37.00% | 0.2777 | 3.74536E-08 | |||||||||||||||
| 47 | 1974 | -25.90% | 7.78% | 1.99% | $3,023.54 | $293.33 | $379.98 | -7.58229E-08 | 1976 | 5136.9 | 0.045981039 | 0.045981039 | 48 | 23.83% | 0.146 | 5.44282E-09 | |||||||||||||||
| 48 | 1975 | 37.00% | 5.99% | 3.61% | $4,142.10 | $310.90 | $393.68 | 3.74536E-08 | 1977 | 5373.1 | 0.055777856 | 0.055777856 | 49 | -6.98% | -0.1621 | -7.44929E-09 | |||||||||||||||
| 49 | 1976 | 23.83% | 4.97% | 15.98% | $5,129.20 | $326.35 | $456.61 | 5.44282E-09 | 1978 | 5672.8 | 0.031254407 | 0.031254407 | 50 | 6.51% | -0.0272 | -3.51943E-11 | |||||||||||||||
| 50 | 1977 | -6.98% | 5.13% | 1.29% | $4,771.20 | $343.09 | $462.50 | -7.44929E-09 | 1979 | 5850.1 | -0.00275209 | -0.00275209 | 51 | 18.52% | 0.0929 | 1.40221E-09 | |||||||||||||||
| 51 | 1978 | 6.51% | 6.93% | -0.78% | $5,081.77 | $366.87 | $458.90 | -3.51943E-11 | 1980 | 5834 | 0.02538567 | 0.02538567 | 52 | 31.74% | 0.2251 | 1.99477E-08 | |||||||||||||||
| 52 | 1979 | 18.52% | 9.94% | 0.67% | $6,022.89 | $403.33 | $461.98 | 1.40221E-09 | 1981 | 5982.1 | -0.019424617 | -0.019424617 | 53 | -4.70% | -0.1393 | -4.72736E-09 | |||||||||||||||
| 53 | 1980 | 31.74% | 11.22% | -2.99% | $7,934.26 | $448.58 | $448.17 | 1.99477E-08 | 1982 | 5865.9 | 0.045176358 | 0.045176358 | 54 | 20.42% | 0.1119 | 2.45051E-09 | |||||||||||||||
| 54 | 1981 | -4.70% | 14.30% | 8.20% | $7,561.16 | $512.73 | $484.91 | -4.72736E-09 | 1983 | 6130.9 | 0.071865468 | 0.071865468 | 55 | 22.34% | 0.1311 | 3.9407E-09 | |||||||||||||||
| 55 | 1982 | 20.42% | 11.01% | 32.81% | $9,105.08 | $569.18 | $644.04 | 2.45051E-09 | 1984 | 6571.5 | 0.041375637 | 0.041375637 | 56 | 6.15% | -0.0308 | -5.10996E-11 | |||||||||||||||
| 56 | 1983 | 22.34% | 8.45% | 3.20% | $11,138.90 | $617.26 | $664.65 | 3.9407E-09 | 1985 | 6843.4 | 0.034646521 | 0.034646521 | 57 | 31.24% | 0.2201 | 1.86477E-08 | |||||||||||||||
| 57 | 1984 | 6.15% | 9.61% | 13.73% | $11,823.51 | $676.60 | $755.92 | -5.10996E-11 | 1986 | 7080.5 | 0.031989266 | 0.031989266 | 58 | 18.49% | 0.0926 | 1.38867E-09 | |||||||||||||||
| 58 | 1985 | 31.24% | 7.49% | 25.71% | $15,516.60 | $727.26 | $950.29 | 1.86477E-08 | 1987 | 7307 | 0.041111263 | 0.041111263 | 59 | 5.81% | -0.0342 | -6.99591E-11 | |||||||||||||||
| 59 | 1986 | 18.49% | 6.04% | 24.28% | $18,386.33 | $771.15 | $1,181.06 | 1.38867E-09 | 1988 | 7607.4 | 0.03572837 | 0.03572837 | 60 | 16.54% | 0.0731 | 6.83153E-10 | |||||||||||||||
| 60 | 1987 | 5.81% | 5.72% | -4.96% | $19,455.08 | $815.27 | $1,122.47 | -6.99591E-11 | 1989 | 7879.2 | 0.018770941 | 0.018770941 | 61 | 31.48% | 0.2225 | 1.92644E-08 | |||||||||||||||
| 61 | 1988 | 16.54% | 6.45% | 8.22% | $22,672.40 | $867.86 | $1,214.78 | 6.83153E-10 | 1990 | 8027.1 | -0.002342066 | -0.002342066 | 62 | -3.06% | -0.1229 | -3.24654E-09 | |||||||||||||||
| 62 | 1989 | 31.48% | 8.11% | 17.69% | $29,808.58 | $938.24 | $1,429.72 | 1.92644E-08 | 1991 | 8008.3 | 0.0339273 | 0.0339273 | 63 | 30.23% | 0.21 | 1.61966E-08 | |||||||||||||||
| 63 | 1990 | -3.06% | 7.55% | 6.24% | $28,895.11 | $1,009.08 | $1,518.87 | -3.24654E-09 | 1992 | 8280 | 0.02852657 | 0.02852657 | 64 | 7.49% | -0.0174 | -9.21326E-12 | |||||||||||||||
| 64 | 1991 | 30.23% | 5.61% | 15.00% | $37,631.51 | $1,065.69 | $1,746.77 | 1.61966E-08 | 1993 | 8516.2 | 0.04073413 | 0.04073413 | 65 | 9.97% | 0.0074 | 7.08697E-13 | |||||||||||||||
| 65 | 1992 | 7.49% | 3.41% | 9.36% | $40,451.51 | $1,101.98 | $1,910.30 | -9.21326E-12 | 1994 | 8863.1 | 0.025149214 | 0.025149214 | 66 | 1.33% | -0.079 | -8.62277E-10 | |||||||||||||||
| 66 | 1993 | 9.97% | 2.98% | 14.21% | $44,483.33 | $1,134.84 | $2,181.77 | 7.08697E-13 | 1995 | 9086 | 0.037398195 | 0.037398195 | 67 | 37.20% | 0.2797 | 3.82686E-08 | |||||||||||||||
| 67 | 1994 | 1.33% | 3.99% | -8.04% | $45,073.14 | $1,180.07 | $2,006.43 | -8.62277E-10 | 1996 | 9425.8 | 0.044569161 | 0.044569161 | 68 | 23.82% | 0.1459 | 5.43165E-09 | |||||||||||||||
| 68 | 1995 | 37.20% | 5.52% | 23.48% | $61,838.19 | $1,245.15 | $2,477.55 | 3.82686E-08 | 1997 | 9845.9 | 0.043551123 | 0.043551123 | 69 | 31.86% | 0.2263 | 2.02684E-08 | |||||||||||||||
| 69 | 1996 | 23.82% | 5.02% | 1.43% | $76,566.48 | $1,307.68 | $2,512.94 | 5.43165E-09 | 1998 | 10274.7 | 0.048273916 | 0.048273916 | 70 | 28.34% | 0.1911 | 1.22053E-08 | |||||||||||||||
| 70 | 1997 | 31.86% | 5.05% | 9.94% | $100,958.71 | $1,373.76 | $2,762.71 | 2.02684E-08 | 1999 | 10770.7 | 0.041380783 | 0.041380783 | 71 | 20.89% | 0.1166 | 2.77244E-09 | |||||||||||||||
| 71 | 1998 | 28.34% | 4.73% | 14.92% | $129,568.35 | $1,438.70 | $3,174.95 | 1.22053E-08 | 2000 | 11216.4 | 0.010796691 | 0.010796691 | 72 | -9.03% | -0.1826 | -1.0648E-08 | |||||||||||||||
| 72 | 1999 | 20.89% | 4.51% | -8.25% | $156,629.15 | $1,503.58 | $2,912.88 | 2.77244E-09 | 2001 | 11337.5 | 0.018134509 | 0.018134509 | 73 | -11.85% | -0.2108 | -1.63824E-08 | |||||||||||||||
| 73 | 2000 | -9.03% | 5.76% | 16.66% | $142,482.69 | $1,590.23 | $3,398.03 | -1.0648E-08 | 2002 | 11543.1 | 0.025409119 | 0.025409119 | 74 | -21.97% | -0.312 | -5.31165E-08 | |||||||||||||||
| 74 | 2001 | -11.85% | 3.67% | 5.57% | $125,598.83 | $1,648.63 | $3,587.37 | -1.63824E-08 | 2003 | 11836.4 | 0.034681153 | 0.034681153 | 75 | 28.36% | 0.1913 | 1.22436E-08 | |||||||||||||||
| 75 | 2002 | -21.97% | 1.66% | 15.12% | $98,009.73 | $1,675.96 | $4,129.65 | -5.31165E-08 | 2004 | 12246.9 | 0.030709812 | 0.030709812 | 76 | 10.74% | 0.0151 | 6.02139E-12 | |||||||||||||||
| 76 | 2003 | 28.36% | 1.03% | 0.38% | $125,801.18 | $1,693.22 | $4,145.15 | 1.22436E-08 | 2005 | 12623 | 0.026578468 | 0.026578468 | 77 | 4.83% | -0.044 | -1.48979E-10 | |||||||||||||||
| 77 | 2004 | 10.74% | 1.23% | 4.49% | $139,315.72 | $1,714.00 | $4,331.30 | 6.02139E-12 | 2006 | 12958.5 | 0.019130301 | 0.019130301 | 78 | 15.61% | 0.0638 | 4.5418E-10 | |||||||||||||||
| 78 | 2005 | 4.83% | 3.01% | 2.87% | $146,050.90 | $1,765.59 | $4,455.50 | -1.48979E-10 | 2007 | 13206.4 | -0.003369578 | -0.003369578 | 79 | 5.48% | -0.0375 | -9.22273E-11 | |||||||||||||||
| 79 | 2006 | 15.61% | 4.68% | 1.96% | $168,853.19 | $1,848.18 | $4,542.87 | 4.5418E-10 | 2008 | 13161.9 | -0.030694657 | -0.030694657 | 80 | -36.55% | -0.4578 | -1.678E-07 | |||||||||||||||
| 80 | 2007 | 5.48% | 4.64% | 10.21% | $178,114.34 | $1,933.98 | $5,006.69 | -9.22273E-11 | 2009 | 12757.9 | 0.023914594 | 0.023914594 | 81 | 25.94% | 0.1671 | 8.16009E-09 | |||||||||||||||
| 81 | 2008 | -36.55% | 1.59% | 20.10% | $113,009.37 | $1,964.64 | $6,013.10 | -1.678E-07 | 2010 | 13063 | 0.018073949 | 0.018073949 | 82 | 14.82% | 0.0559 | 3.05493E-10 | |||||||||||||||
| 82 | 2009 | 25.94% | 0.14% | -11.12% | $142,318.62 | $1,967.29 | $5,344.65 | 8.16009E-09 | 2011 | 13299.1 | 2.753670752 | 0.033581351 | 2.07% | -0.0716 | -6.41955E-10 | ||||||||||||||||
| 83 | 2010 | 14.82% | 0.13% | 8.46% | $163,411.79 | $1,969.84 | $5,796.96 | 3.05493E-10 | -9.47347E-08 | ||||||||||||||||||||||
| 84 | 2011 | 2.07% | 0.03% | 16.04% | $166,787.51 | $1,970.44 | $6,726.52 | -6.41955E-10 | |||||||||||||||||||||||
| Risk Premium | -9.47347E-08 | ||||||||||||||||||||||||||||||
| Arithmetic Average | Stocks - T.Bills | Stocks - T.Bonds | |||||||||||||||||||||||||||||
| 1928-2011 | 11.20% | 3.66% | 5.41% | 7.55% | 5.79% | ||||||||||||||||||||||||||
| 1962-2011 | 10.60% | 5.22% | 7.24% | 5.38% | 3.36% | ||||||||||||||||||||||||||
| 2002-2011 | 4.93% | 1.81% | 6.85% | 3.12% | -1.92% | ||||||||||||||||||||||||||
| Risk Premium | |||||||||||||||||||||||||||||||
| Geometric Average | Stocks - T.Bills | Stocks - T.Bonds | |||||||||||||||||||||||||||||
| 1928-2011 | 9.23% | 3.61% | 5.14% | 5.62% | 4.10% | ||||||||||||||||||||||||||
| 1962-2011 | 9.20% | 5.19% | 6.85% | 4.02% | 2.35% | ||||||||||||||||||||||||||
| 2002-2011 | 2.88% | 1.80% | 6.49% | 1.08% | -3.61% | ||||||||||||||||||||||||||
In: Finance
Engineering Ethics Course
Codes of Ethics Assignment
Review the DIA Runaway Concrete case (Case below) and the ASCE code of ethics. Which of the ASCE’s fundamental canons do you believe were violated in this case? For each canon you select, justify your selection with an explanation.
Runway Concrete at the Denver International
Airport
In the early 1990s, the city of Denver, Colorado, embarked on one
of the largest public works projects in history: the construction
of a new airport to replace the aging Stapleton International
Airport. The new Denver International Airport (DIA) would be the
first new airport constructed in the United States since the
Dallas–Fort Worth Airport was completed in the early 1970s. Of
course, the size and complexity of this type of project lends
itself to many problems, including cost overruns, worker safety and
health issues, and controversies over the need for the project. The
construction of DIA was no exception.
Perhaps the most widely known problem with the airport was the
malfunctioning of a new computer-controlled high-tech baggage
handling system, which in preliminary tests consistently mangled
and misrouted baggage and frequently jammed, leading to the
shutdown of the entire system. Problems with the baggage handling
system delayed the opening of the airport for over a year and cost
the city millions of dollars in expenses for replacement of the
system and lost revenues while the airport was unable to open. In
addition, the baggage system made the airport the butt of many
jokes, especially on late-night television.
More interesting from the perspective of engineering ethics are
problems during the construction of DIA involving the concrete used
for the runways, taxiways, and aprons at the airport. The story of
concrete problems at DIA was first reported by the Denver Post in
early August of 1993 as the airport neared completion. Two
subcontractors filed lawsuits against the runway paving contractor,
California-based construction company Ball, Ball, & Brosamer
(known as 3Bs), claiming that 3Bs owed them money. Parts of these
suits were allegations that 3Bs had altered the recipe for the
concrete used in the runway and apron construction, deliberately
diluting the concrete with more gravel, water, and sand (and thus
less cement), thereby weakening it. 3Bs motivation for doing so
would be to save money and thus to increase their profits. One of
the subcontractors, CSI Trucking, whose job was to haul the sand
and gravel used in the concrete, claimed that 3Bs hadn’t paid them
for materials that had been delivered. They claimed that these
materials had been used to dilute the mixture, but hadn’t been paid
for, since the payment would leave a record of the improper
recipe.
At first, Denver officials downplayed the reports of defective
concrete, relying on the results of independent tests of the
concrete. In addition, the city of Denver ordered core samples to
be taken from the runways. Tests on these cores showed that the
runway concrete had the correct strength. The subcontractors
claimed that the improperly mixed concrete could have the proper
test strength, but would lead to a severely shortened runway
lifetime. The FBI also became involved in investigating this case,
since federal transportation grants were used by Denver to help
finance the construction of the runways.
The controversy seemed to settle down for a while, but a year
later, in August of 1994, the Denver district attorney’s office
announced that it was investigating allegations that inspection
reports on the runways were falsified during the construction. This
announcement was followed on November 13, 1994, by a lengthy story
in the Denver Post detailing a large number of allegations of
illegal activities and unethical practices with regard to the
runway construction.
The November 13 story revolved around an admission by a Fort
Collins, Colorado, company, Empire Laboratories, that test reports
on the concrete had been falsified to hide results which showed
that some of the concrete did not meet the specifications.
Attorneys for Empire said that this falsification had happened five
or six times in the course of this work, but four employees of
Empire claimed that the altering of test data was standard
operating procedure at Empire.
The nature of the test modifications and the rationale behind them
illustrate many of the important problems in engineering ethics,
including the need for objectivity and honesty in reporting results
of tests and experiments. One Empire employee said that if a test
result was inconsistent with other tests, then the results would be
changed to mask the difference. This practice was justified by
Empire as being “based upon engineering judgment” [Denver Post,
Nov. 13, 1994]. The concrete was tested by pouring test samples
when the actual runways were poured. These samples were subjected
to flexural tests, which consist of subjecting the concrete to an
increasing force until it fails. The tests were performed at 7 days
after pouring and also at 28 days. Many of the test results showed
that the concrete was weaker at 28 days than at 7 days. However,
the results should have been the opposite, since concrete normally
increases in strength as it cures. Empire employees indicated that
this apparent anomaly was because many of the 7-day tests had been
altered to make the concrete seem stronger than it was.
Other problems with the concrete also surfaced. Some of the
concrete used in the runways contained clay balls up to 10 inches
in diameter. While not uncommon in concrete batching, the presence
of this clay can lead to runways that are significantly weaker than
planned.
Questions about the short cement content in 3Bs concrete mixture
also resurfaced in the November Denver Post article. The main
question was “given that the concrete batching operation was
routinely monitored, how did 3Bs get away with shorting the cement
content of the concrete?” One of the batch plant operators for 3Bs
explained that they were tipped off about upcoming inspections.
When an inspector was due, they used the correct recipe so that
concrete would appear to be correctly formulated. The shorting of
the concrete mixture could also be detected by looking at the
records of materials delivered to the batch plants. However, DIA
administrators found that this documentation was missing, and it
was unclear whether it had ever existed.
A batch plant operator also gave a sworn statement that he had been
directed to fool the computer that operated the batch plant. The
computer was fooled by tampering with the scale used to weigh
materials and by inputting false numbers for the moisture content
of the sand. In some cases, the water content of the sand that was
input into the computer was a negative number! This tampering
forced the computer to alter the mixture to use less cement, but
the records printed by the computer would show that the mix was
properly constituted. In his statement, the batch plant operator
also swore that this practice was known to some of the highest
officials in 3Bs.
Despite the problems with the batching of the concrete used in the
runways, DIA officials insisted that the runways built by 3Bs met
the specifications. This assertion was based on the test results,
which showed that although some parts of the runway were below
standard, all of the runways met FAA specifications. 3Bs was paid
for those areas that were below standard at a lower rate than for
the stronger parts of the runway. Further investigations about
misdeeds in the construction of DIA were performed by several
groups, including a Denver grand jury, a federal grand jury, the
FBI, and committees of Congress.
On October 19, 1995, the Denver Post reported the results of a
lawsuit brought by 3Bs against the city of Denver. 3Bs contended
that the city still owed them $2.3 million (in addition to the $193
million that 3Bs had already been paid) for the work they did. The
city claimed that this money was not owed. The reduction was a
penalty due to low test results on some of the concrete. 3Bs
claimed that those tests were flawed and that the concrete was
fine. A hearing officer sided with the city, deciding that Denver
didn’t owe 3Bs any more money. 3Bs said that they would take their
suit to the next higher level.
As of the spring of 2011, DIA has been in operation for many years
and no problems have surfaced regarding the strength of the
runways. Unfortunately, problems with runway durability might not
surface until after several more years of use. In the meantime,
there is still plenty of litigation and investigation of this and
other unethical acts surrounding the construction of this
airport.
ASCE code of ethics
Canon 1.
Engineers shall hold paramount the safety, health and welfare of the public and shall strive to comply with the principles of sustainable development in the performance of their professional duties.
a. Engineers shall recognize that the lives, safety, health and welfare of the general public are dependent upon engineering judgments, decisions and practices incorporated into structures, machines, products, processes and devices.
b. Engineers shall approve or seal only those design documents, reviewed or prepared by them, which are determined to be safe for public health and welfare in conformity with accepted engineering standards.
c. Engineers whose professional judgment is overruled under circumstances where the safety, health and welfare of the public are endangered, or the principles of sustainable development ignored, shall inform their clients or employers of the possible consequences.
d. Engineers who have knowledge or reason to believe that another person or firm may be in violation of any of the provisions of Canon 1 shall present such information to the proper authority in writing and shall cooperate with the proper authority in furnishing such further information or assistance as may be required.
e. Engineers should seek opportunities to be of constructive service in civic affairs and work for the advancement of the safety, health and well-being of their communities, and the protection of the environment through the practice of sustainable development.
f. Engineers should be committed to improving the environment by adherence to the principles of sustainable development so as to enhance the quality of life of the general public.
Canon 2.
Engineers shall perform services only in areas of their competence.
a. Engineers shall undertake to perform engineering assignments only when qualified by education or experience in the technical field of engineering involved.
b. Engineers may accept an assignment requiring education or experience outside of their own fields of competence, provided their services are restricted to those phases of the project in which they are qualified. All other phases of such project shall be performed by qualified associates, consultants, or employees.
c. Engineers shall not affix their signatures or seals to any engineering plan or document dealing with subject matter in which they lack competence by virtue of education or experience or to any such plan or document not reviewed or prepared under their supervisory control.
Canon 3.
Engineers shall issue public statements only in an objective and truthful manner.
a. Engineers should endeavor to extend the public knowledge of engineering and sustainable development, and shall not participate in the dissemination of untrue, unfair or exaggerated statements regarding engineering.
b. Engineers shall be objective and truthful in professional reports, statements, or testimony. They shall include all relevant and pertinent information in such reports, statements, or testimony.
c. Engineers, when serving as expert witnesses, shall express an engineering opinion only when it is founded upon adequate knowledge of the facts, upon a background of technical competence, and upon honest conviction.
d. Engineers shall issue no statements, criticisms, or arguments on engineering matters which are inspired or paid for by interested parties, unless they indicate on whose behalf the statements are made.
e. Engineers shall be dignified and modest in explaining their work and merit, and will avoid any act tending to promote their own interests at the expense of the integrity, honor and dignity of the profession.
Canon 4.
Engineers shall act in professional matters for each employer or client as faithful agents or trustees, and shall avoid conflicts of interest.
a. Engineers shall avoid all known or potential conflicts of interest with their employers or clients and shall promptly inform their employers or clients of any business association, interests, or circumstances which could influence their judgment or the quality of their services.
b. Engineers shall not accept compensation from more than one party for services on the same project, or for services pertaining to the same project, unless the circumstances are fully disclosed to and agreed to, by all interested parties.
c. Engineers shall not solicit or accept gratuities, directly or indirectly, from contractors, their agents, or other parties dealing with their clients or employers in connection with work for which they are responsible.
d. Engineers in public service as members, advisors, or employees of a governmental body or department shall not participate in considerations or actions with respect to services solicited or provided by them or their organization in private or public engineering practice.
e. Engineers shall advise their employers or clients when, as a result of their studies, they believe a project will not be successful.
• Professional cards in recognized, dignified publications, and listings in rosters or directories published by responsible organizations, provided that the cards or listings are consistent in size and content and are in a section of the publication regularly devoted to such professional cards.
• Brochures which factually describe experience, facilities, personnel and capacity to render service, providing they are not misleading with respect to the engineer's participation in projects described.
• Display advertising in recognized dignified business and professional publications, providing it is factual and is not misleading with respect to the engineer's extent of participation in projects described.
• A statement of the engineers' names or the name of the firm and statement of the type of service posted on projects for which they render services.
• Preparation or authorization of descriptive articles for the lay or technical press, which are factual and dignified. Such articles shall not imply anything more than direct participation in the project described.
• Permission by engineers for their names to be used in commercial advertisements, such as may be published by contractors, material suppliers, etc., only by means of a modest, dignified notation acknowledging the engineers' participation in the project described. Such permission shall not include public endorsement of proprietary products.
f. Engineers shall not use confidential information coming to them in the course of their assignments as a means of making personal profit if such action is adverse to the interests of their clients, employers or the public.
g. Engineers shall not accept professional employment outside of their regular work or interest without the knowledge of their employers.
Canon 5.
Engineers shall build their professional reputation on the merit of their services and shall not compete unfairly with others.
a. Engineers shall not give, solicit or receive either directly or indirectly, any political contribution, gratuity, or unlawful consideration in order to secure work, exclusive of securing salaried positions through employment agencies.
b. Engineers should negotiate contracts for professional services fairly and on the basis of demonstrated competence and qualifications for the type of professional service required.
c. Engineers may request, propose or accept professional commissions on a contingent basis only under circumstances in which their professional judgments would not be compromised.
d. Engineers shall not falsify or permit misrepresentation of their academic or professional qualifications or experience.
e. Engineers shall give proper credit for engineering work to those to whom credit is due, and shall recognize the proprietary interests of others. Whenever possible, they shall name the person or persons who may be responsible for designs, inventions, writings or other accomplishments.
f. Engineers may advertise professional services in a way that does not contain misleading language or is in any other manner derogatory to the dignity of the profession. Examples of permissible advertising are as follows:
g. Engineers shall not maliciously or falsely, directly or indirectly, injure the professional reputation, prospects, practice or employment of another engineer or indiscriminately criticize another's work.
h. Engineers shall not use equipment, supplies, laboratory or office facilities of their employers to carry on outside private practice without the consent of their employers.
Canon 6.
Engineers shall act in such a manner as to uphold and enhance the honor, integrity, and dignity of the engineering profession and shall act with zero-tolerance for bribery, fraud, and corruption.
a. Engineers shall not knowingly engage in business or professional practices of a fraudulent, dishonest or unethical nature.
b. Engineers shall be scrupulously honest in their control and spending of monies, and promote effective use of resources through open, honest and impartial service with fidelity to the public, employers, associates and clients.
c. Engineers shall act with zero-tolerance for bribery, fraud, and corruption in all engineering or construction activities in which they are engaged.
d. Engineers should be especially vigilant to maintain appropriate ethical behavior where payments of gratuities or bribes are institutionalized practices.
e. Engineers should strive for transparency in the procurement and execution of projects. Transparency includes disclosure of names, addresses, purposes, and fees or commissions paid for all agents facilitating projects.
f. Engineers should encourage the use of certifications specifying zero-tolerance for bribery, fraud, and corruption in all contracts.
Canon 7.
Engineers shall continue their professional development throughout their careers, and shall provide opportunities for the professional development of those engineers under their supervision.
a. Engineers should keep current in their specialty fields by engaging in professional practice, participating in continuing education courses, reading in the technical literature, and attending professional meetings and seminars.
b. Engineers should encourage their engineering employees to become registered at the earliest possible date.
c. Engineers should encourage engineering employees to attend and present papers at professional and technical society meetings.
d. Engineers shall uphold the principle of mutually satisfying relationships between employers and employees with respect to terms of employment including professional grade descriptions, salary ranges, and fringe benefits.
Canon 8.
Engineers shall, in all matters related to their profession, treat all persons fairly and encourage equitable participation without regard to gender or gender identity, race, national origin, ethnicity, religion, age, sexual orientation, disability, political affiliation, or family, marital, or economic status.
a. Engineers shall conduct themselves in a manner in which all persons are treated with dignity, respect, and fairness.
b. Engineers shall not engage in discrimination or harassment in connection with their professional activities.
c. Engineers shall consider the diversity of the community, and shall endeavor in good faith to include diverse perspectives, in the planning and performance of their professional services.
In: Operations Management
Student Instruction Sheet Early Supplier Integration in the Design of the Skid-Steer Loader (John Deere Case; page 448; 6th edition of Schroeder) Instructions to Students:
1. Read the case carefully, assimilating all facts and data.
2. Read the Problem Solving Rubric attached. This is how the quality of your case will be gauged.
3. Please write a report covering the following bullet points - while minding the attached rubric on problem solving. (Do not do the Discussion Questions at the end of the case).
-Describe all of the problems faced by Scott Nolan and his company in this case. Be sure to provide justification of why all of these problems are important. Make sure you understand all of the contextual data provided in the case, especially the financial, quality, product development, schedule, and related data.
-For each problem, propose solutions, giving a complete rationale / justification. Be sure to use the data in the case and provide financial and business analysis (qualitative and quantitative) where necessar.
-For each solution, evaluate its potential impact and feasibility.
-You can organize your report so that you address problem, solutions and feasibility issues for each important problem – in separate sections.
4. Your answers should be concise, concrete, action oriented, and well-supported. Please limit your narrative to five pages, single-spaced. You can add appendices, charts, graphs, and exhibits as desired.
5. When you are finished, upload your file to the Dropbox named John Deere Case.
“Congratulations, Scott. You are the new supply management manager of our new Deere & Com- pany Commercial Worksite Products manufacturing facility in Knoxville, TN. As you know, we really need your help to make this new facility fully operational in 24 months. I am sure you realize that a critical responsibility of your new job is to integrate suppli- ers into the product development process for our own Deere manufactured skid-steer loader as quickly as needed. You will be reporting directly to me, and I need a proposal from you by the time we meet next week on June 15, 1996.” As Scott hung up the telephone with James Field, plant manager and his immediate boss, he realized that this was not a simple request. In his proposal, he knew he would need to (a) identify and justify which suppliers to integrate in the product development phase and (b) specify how to structure the interactions with these cho- sen suppliers. The recommendations in his proposal had to ensure that this new plant would be up and run- ning smoothly by the target date in July 1998. EXHIBIT 1 Example of Deere Skid-Steer loader. DEERE & COMPANY New Holland produced its own line of skid-steer loaders that competed directly with the Deere brand, it agreed to sell its excess capacity to manufacture essentially the same product for Deere & Company, allowing aesthetic changes for brand differentiation only. Market In 1995–1996, Deere’s average market share for the skid-steer loader varied between 1 to 3 percent. Market data indicated that this market niche was growing at 15–20 percent per year and was projected to reach overall sales of $1.2 billion, or approximately 60,000 units by year 2000–2001. Given these numbers, corpo- rate headquarters became increasingly interested in establishing the Deere skid-steer loader as one of the leading worldwide competitors in this market niche with a goal of more than tripling its market share. In order to reach such an aggressive goal, Deere realized its market penetration strategy needed to focus on fundamental order-winning criteria in such areas as: Product Features: Because the skid-steer loader is a fixed-investment asset, product features that improve ease of use (e.g., versatility of load place- ment), reduce operational costs (e.g., fuel-efficiency), and reduce maintenance requirements (e.g., self- lubricating parts) would make the difference between the Deere brand and competing products. Product Range: To better serve the customers, Deere knew that it needed to offer some product variety, as typically required for industrial equipment, given dif- ferent usage requirements. Therefore, a range of Deere & Company, headquartered in Moline, IL, had more than 150 years of history, making it one of the world’s oldest business enterprises. A well-respected company, Deere & Company had a core business port- folio in 1996 comprised of the manufacturing, distribut- ing, financing, and servicing of agricultural equipment (e.g., combines and tractors), construction and forestry equipment (e.g., log skidders and forklifts), and commer- cial and consumer lawn care equipment (e.g., lawn and garden tractors and mowers), as well as other techno- logical products and services. With more than 38,000 employees worldwide, Deere & Company conducted business in more than 160 countries. THE SKID-STEER LOADER The Product The skid-steer loader, a small loader with a 1,000- to 3,000-pound-load capacity, was targeted for construc- tion and ground care sites in need of light, versatile and easy-handling land-moving equipment. Deere & Company pioneered the skid-steer loader market more than 25 years ago, but, subsequently, the company had contracted the engineering and manufacturing to New Holland, an independent contractor. Although 416 Part Seven Case Studies models, perhaps differentiated on load capacity and available options (e.g., hand or foot controls) was needed. Product Delivery: Deere knew that demonstrating its skid-loader’s versatile functionality and being able to demonstrate and deliver the product to the actual work site was an important sales incentive. Price: Last but not least, the demand for skid-steer loaders was highly price sensitive. As a result, minimiz- ing cost of goods sold without sacrificing timely deliv- ery of a high-quality Deere skid-loader was imperative. The situation before 1996 was therefore pretty clear. As long as engineering and production of Deere brand skid-steer loaders were in the hands of a third party— one that, in fact, competed in the same market niche— there would be little opportunity to gain significant benefits over competing products and product features. The same argument held for cost considerations, mak- ing better delivery and service the only competitive advantages. Furthermore, expecting market demand for skid-steers would increase, New Holland had refused to sell additional production capacity to Deere & Company. As a result, Deere & Company decided that it needed to regain direct control of the design and manufacturing of this potential lucrative product. THE “GREENFIELD” KNOXVILLE DECISION In April 1996, corporate headquarters approved a capi- tal investment project of $35 million dedicated to regaining control of the design and manufacturing of the steer-skid loader. This capital investment decision also approved the placement of the design, manufacturing, and marketing functions in a new facility to be built near Knoxville, TN. The mandate was clear—engineer and manufacture a high-quality skid-steer loader that would be 20% lower in costs than that of the best competitor’s by August 1998, consistent with other identified order- winning criteria. SCOTT NOLAN, CQE, PE, AND NEW SUPPLY MANAGEMENT MANAGER?Nolan joined Deere & Company as a manufacturing engineer, after graduating from Iowa State University with a mechanical engineering degree in 1979. Along the way, he has received an MBA (in 1989) from the University of Iowa, as well as professional certification as a Certified Quality Engineer and as a Professional Engineer. In 1989, Nolan began working in supply man- agement for the Horicon, WI, lawn and garden equip- ment manufacturing facility. The opportunity to join a new Deere manufacturing facility in the role of supply management manager was a welcomed promotion and challenge. SUPPLIER INTEGRATION IN SKID-STEER LOADER DESIGN?Having worked in supply management for the seven past years, Nolan was well aware of the general princi- ple of involving suppliers in product development and manufacturing decisions and the frequently touted ben- efits of lower costs structures, faster product develop- ment cycle and reduced operational inefficiencies. He believed, however, that not all suppliers needed to be or should be involved, especially in the early stages of the new product development process. Furthermore, involv- ing suppliers should not be “lip-service”; the selected suppliers should be well integrated into the various product development activities. CONCLUSION Reflecting on this knowledge, Nolan realized that he must answer two important questions in his proposal— these being: (a) How to choose the suppliers that should be inte- grated early in developing the new Deere skid-steer loader? (b) And, equally important, what principles/practices/ techniques should be adopted to structure the inter- actions during the early product development phase with these selected suppliers so that the full-scale production of skid-steer loader units would begin by the target date in July 1998? With less than a week before his meeting with James Field, Nolan sat down in front of his home computer and began drafting the proposal.
In: Operations Management
1. Write the SQL code required to list the employee number, first and last name, middle initial, and the hire date. Sort your selection by the hire date, to display the newly hired employees first.
2. Modify the previous query and list the employee first, last name and middle initial as one column with the title EMP_NAME. Make sure the names are listed in the following format: First name, space, initial, space, last name (e.g. John T Doe). Hint: use + to concatenate the fields and use ' ' to add a space to your text. E. g. EMP_FNAME + ' ' + EMP_LNAME.
3. Write the SQL code that will list only the distinct project numbers in the ASSIGNMENT table, sorted by project number.
4. Using the EMPLOYEE and PROJECT tables, write the SQL code that will join the tables on their common attribute and display the the names and numbers of the projects and the employees who lead these projects.
5. Modify the query in 5 to display all employees and not just the ones who lead projects.
6. Using the EMPLOYEE, JOB, and PROJECT tables in the ConstructCo database, write the SQL code that will join the EMPLOYEE and PROJECT tables using EMP_NUM as the common attribute. Display the attributes shown in the results presented in the attached screen shot, sorted by project value.
7. Using JOB and EMPLOYEE tables, list the jobs and the names of employees who currently have these job categories. List all jobs, even the ones that do not have any matches in the EMPLOYEE table.
8. Write a query to list the names of all employees, the names of the projects to which they are assigned, and the name of employees who lead these projects.
Hint for Question 8: in this question, you will need to join EMPLOYEE to ASSIGNMENT to PROJECT to EMPLOYEE again. Being in the join twice, EMPLOYEE needs aliases:
SELECT ...
FROM EMPLOYEE E1
LEFT JOIN ASSIGNMENT ON ...
LEFT JOIN PROJECT ON ...
LEFT JOIN EMPLOYEE E2 ON ...
When you have aliases, every field from the table should be preceded by the table alias, e.g. SELECT E1.EMP_LNAME, not SELECT EMP_LNAME.
CODE:
/* Database Systems, Coronel/Morris */
/* Type of SQL : SQL Server */
CREATE TABLE ASSIGNMENT (
ASSIGN_NUM int,
ASSIGN_DATE datetime,
PROJ_NUM varchar(3),
EMP_NUM varchar(3),
ASSIGN_JOB varchar(3),
ASSIGN_CHG_HR numeric(8,2),
ASSIGN_HOURS numeric(8,2),
ASSIGN_CHARGE numeric(8,2)
);
INSERT INTO ASSIGNMENT VALUES('1001','3/22/2018','18','103','503','84.5','3.5','295.75');
INSERT INTO ASSIGNMENT VALUES('1002','3/22/2018','22','117','509','34.55','4.2','145.11');
INSERT INTO ASSIGNMENT VALUES('1003','3/22/2018','18','117','509','34.55','2','69.10');
INSERT INTO ASSIGNMENT VALUES('1004','3/22/2018','18','103','503','84.5','5.9','498.55');
INSERT INTO ASSIGNMENT VALUES('1005','3/22/2018','25','108','501','96.75','2.2','212.85');
INSERT INTO ASSIGNMENT VALUES('1006','3/22/2018','22','104','501','96.75','4.2','406.35');
INSERT INTO ASSIGNMENT VALUES('1007','3/22/2018','25','113','508','50.75','3.8','192.85');
INSERT INTO ASSIGNMENT VALUES('1008','3/22/2018','18','103','503','84.5','0.9','76.05');
INSERT INTO ASSIGNMENT VALUES('1009','3/23/2018','15','115','501','96.75','5.6','541.80');
INSERT INTO ASSIGNMENT VALUES('1010','3/23/2018','15','117','509','34.55','2.4','82.92');
INSERT INTO ASSIGNMENT VALUES('1011','3/23/2018','25','105','502','105','4.3','451.5');
INSERT INTO ASSIGNMENT VALUES('1012','3/23/2018','18','108','501','96.75','3.4','328.95');
INSERT INTO ASSIGNMENT VALUES('1013','3/23/2018','25','115','501','96.75','2','193.5');
INSERT INTO ASSIGNMENT VALUES('1014','3/23/2018','22','104','501','96.75','2.8','270.9');
INSERT INTO ASSIGNMENT VALUES('1015','3/23/2018','15','103','503','84.5','6.1','515.45');
INSERT INTO ASSIGNMENT VALUES('1016','3/23/2018','22','105','502','105','4.7','493.5');
INSERT INTO ASSIGNMENT VALUES('1017','3/23/2018','18','117','509','34.55','3.8','131.29');
INSERT INTO ASSIGNMENT VALUES('1018','3/23/2018','25','117','509','34.55','2.2','76.01');
INSERT INTO ASSIGNMENT VALUES('1019','3/24/2018','25','104','501','110.5','4.9','541.45');
INSERT INTO ASSIGNMENT VALUES('1020','3/24/2018','15','101','502','125','3.1','387.5');
INSERT INTO ASSIGNMENT VALUES('1021','3/24/2018','22','108','501','110.5','2.7','298.35');
INSERT INTO ASSIGNMENT VALUES('1022','3/24/2018','22','115','501','110.5','4.9','541.45');
INSERT INTO ASSIGNMENT VALUES('1023','3/24/2018','22','105','502','125','3.5','437.5');
INSERT INTO ASSIGNMENT VALUES('1024','3/24/2018','15','103','503','84.5','3.3','278.85');
INSERT INTO ASSIGNMENT VALUES('1025','3/24/2018','18','117','509','34.55','4.2','145.11');
/* -- */
CREATE TABLE EMPLOYEE (
EMP_NUM varchar(3),
EMP_LNAME varchar(15),
EMP_FNAME varchar(15),
EMP_INITIAL varchar(1),
EMP_HIREDATE datetime,
JOB_CODE varchar(3),
EMP_YEARS int
);
INSERT INTO EMPLOYEE VALUES('101','News','John','G','11/8/2000','502','4');
INSERT INTO EMPLOYEE VALUES('102','Senior','David','H','7/12/1989','501','15');
INSERT INTO EMPLOYEE VALUES('103','Arbough','June','E','12/1/1996','503','8');
INSERT INTO EMPLOYEE VALUES('104','Ramoras','Anne','K','11/15/1987','501','17');
INSERT INTO EMPLOYEE VALUES('105','Johnson','Alice','K','2/1/1993','502','12');
INSERT INTO EMPLOYEE VALUES('106','Smithfield','William','','6/22/2004','500','0');
INSERT INTO EMPLOYEE VALUES('107','Alonzo','Maria','D','10/10/1993','500','11');
INSERT INTO EMPLOYEE VALUES('108','Washington','Ralph','B','8/22/1991','501','13');
INSERT INTO EMPLOYEE VALUES('109','Smith','Larry','W','7/18/1997','501','7');
INSERT INTO EMPLOYEE VALUES('110','Olenko','Gerald','A','12/11/1995','505','9');
INSERT INTO EMPLOYEE VALUES('111','Wabash','Geoff','B','4/4/1991','506','14');
INSERT INTO EMPLOYEE VALUES('112','Smithson','Darlene','M','10/23/1994','507','10');
INSERT INTO EMPLOYEE VALUES('113','Joenbrood','Delbert','K','11/15/1996','508','8');
INSERT INTO EMPLOYEE VALUES('114','Jones','Annelise','','8/20/1993','508','11');
INSERT INTO EMPLOYEE VALUES('115','Bawangi','Travis','B','1/25/1992','501','13');
INSERT INTO EMPLOYEE VALUES('116','Pratt','Gerald','L','3/5/1997','510','8');
INSERT INTO EMPLOYEE VALUES('117','Williamson','Angie','H','6/19/1996','509','8');
INSERT INTO EMPLOYEE VALUES('118','Frommer','James','J','1/4/2005','510','0');
/* -- */
CREATE TABLE JOB (
JOB_CODE varchar(3),
JOB_DESCRIPTION varchar(25),
JOB_CHG_HOUR numeric(8,2),
JOB_LAST_UPDATE datetime
);
INSERT INTO JOB VALUES('500','Programmer', '35.75','11/20/2017');
INSERT INTO JOB VALUES('501','Systems Analyst', '96.75','11/20/2017');
INSERT INTO JOB VALUES('502','Database Designer', '125', '3/24/2018');
INSERT INTO JOB VALUES('503','Electrical Engineer', '84.5', '11/20/2017');
INSERT INTO JOB VALUES('504','Mechanical Engineer', '67.9', '11/20/2017');
INSERT INTO JOB VALUES('505','Civil Engineer', '55.78','11/20/2017');
INSERT INTO JOB VALUES('506','Clerical Support', '26.87','11/20/2017');
INSERT INTO JOB VALUES('507','DSS Analyst', '45.95','11/20/2017');
INSERT INTO JOB VALUES('508','Applications Designer','48.1', '3/24/2018');
INSERT INTO JOB VALUES('509','Bio Technician', '34.55','11/20/2017');
INSERT INTO JOB VALUES('510','General Support', '18.36','11/20/2017');
/* -- */
CREATE TABLE PROJECT (
PROJ_NUM varchar(3),
PROJ_NAME varchar(25),
PROJ_VALUE numeric(10,2),
PROJ_BALANCE numeric(10,2),
EMP_NUM varchar(3)
);
INSERT INTO PROJECT VALUES('15','Evergreen','1453500','1002350','103');
INSERT INTO PROJECT VALUES('18','Amber Wave','3500500','2110346','108');
INSERT INTO PROJECT VALUES('22','Rolling Tide','805000','500345.2','102');
INSERT INTO PROJECT VALUES('25','Starflight','2650500','2309880','107');In: Computer Science