Statistics and Economics Quiz

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Questions and Answers

What is the Mean Squared Error (MSE) for the first dataset?

  • 3,051 (correct)
  • 5,500
  • 2,000
  • 4,746

Which quantity results in the least squared error from the first dataset?

  • 168
  • 110
  • 231 (correct)
  • 347

Which equation predicts price for the second dataset?

  • Predicted Price = 1406 - 2.69 x Quantity (correct)
  • Predicted Price = 940 - 2.34 x Quantity
  • Predicted Price = 600 + 1.50 x Quantity
  • Predicted Price = 500 + 3.00 x Quantity

What is the squared error for a quantity of 247 in the first dataset?

<p>555 (B)</p> Signup and view all the answers

What is the price error for quantity 304 in the first dataset?

<p>-40 (A)</p> Signup and view all the answers

What is the square root of the Mean Squared Error (MSE) for the second dataset?

<p>69 (D)</p> Signup and view all the answers

In the second dataset, which quantity has the highest squared error?

<p>298 (B)</p> Signup and view all the answers

To maximize profit, what needs to be set equal to zero according to the content?

<p>The derivative of profit as a function of quantity (C)</p> Signup and view all the answers

What has influenced the relevance of social regulation by NGOs?

<p>Challenges in international business operations (D)</p> Signup and view all the answers

Which statement best reflects the change in corporate behavior over time?

<p>Achieving change in corporate behavior often requires international cooperation. (A)</p> Signup and view all the answers

What factor has contributed to the increasing difficulty of lobbying for change?

<p>Increasing complexity of issues (B)</p> Signup and view all the answers

How has public trust in business changed in recent years?

<p>It has significantly declined. (D)</p> Signup and view all the answers

What impact has improved technology had on communication?

<p>It has enabled direct communication with millions more easily. (B)</p> Signup and view all the answers

What is a consequence of larger and slower government bureaucracies?

<p>Greater reliance on direct social regulation by NGOs. (A)</p> Signup and view all the answers

Which factor complicates the achievement of social efficiency?

<p>The decline of public trust in businesses (B)</p> Signup and view all the answers

What trend can be inferred regarding business practices and societal expectations?

<p>There is a growing pressure for businesses to adapt to societal expectations. (B)</p> Signup and view all the answers

At what point does the slope of the line tangent to profit function (Q) equal zero?

<p>At the maximum point of (Q) (A)</p> Signup and view all the answers

What does R’(Q) represent in the profit maximization context?

<p>Marginal Revenue (C)</p> Signup and view all the answers

When maximizing profit, which equation must be satisfied?

<p>R’(Q) = C’(Q) (A)</p> Signup and view all the answers

Upon regressing C against Q, what is the derivative of the term bQ?

<p>b (B)</p> Signup and view all the answers

What is the calculated quantity Q* that maximizes profit derived from the equation m + 2nQ = b?

<p>(b - m) / 2n (B)</p> Signup and view all the answers

In the profit formula, what does P* represent?

<p>Optimal price charged to maximize profit (B)</p> Signup and view all the answers

How is the economic value added by sustainability calculated?

<p>Profit from sustainability-oriented product minus profit from established product (C)</p> Signup and view all the answers

What does C’(Q) equal when C is regressed against Q?

<p>b (D)</p> Signup and view all the answers

Which company adopted private regulation after being invited by a social regulator?

<p>Levi Strauss (D)</p> Signup and view all the answers

What factor motivated Greenpeace to target Facebook?

<p>Past corporate interest in NGOs' issues (C)</p> Signup and view all the answers

Which of the following companies complied with a social regulator?

<p>Apple (A)</p> Signup and view all the answers

What was a reason for choosing Prineville as a location for Facebook's new data facility?

<p>Ability to enable energy efficiency (A)</p> Signup and view all the answers

Which company rejected private regulation and opted to wait for government regulation?

<p>Suncor (B)</p> Signup and view all the answers

What common feature did Facebook exhibit that drove Greenpeace's motivation?

<p>High market share (D)</p> Signup and view all the answers

Which of the following best describes Nike's response to social regulation?

<p>Adopted private regulation after resistance (D)</p> Signup and view all the answers

What is a characteristic of companies that might attract actions from groups like Greenpeace?

<p>Being labeled as the 'biggest sinner' in the industry (C)</p> Signup and view all the answers

What effect does incomplete information have on consumer behavior in the market?

<p>Consumers pay too much due to overvaluation of products. (A)</p> Signup and view all the answers

What is a likely outcome of producers having incomplete knowledge of all production costs?

<p>Producers generate too much output, leading to inefficiencies. (A)</p> Signup and view all the answers

What represents a socially inefficient outcome in the market due to incomplete information?

<p>Overproduction from Q0 to Q1. (A)</p> Signup and view all the answers

How does regulation impact asymmetric information in markets?

<p>It closes information gaps to improve market efficiency. (B)</p> Signup and view all the answers

Which of the following statements is true about market price in the presence of incomplete information?

<p>The market price may clear at a higher price than expected. (A)</p> Signup and view all the answers

What does the shaded triangle area in the production graph typically represent?

<p>Loss in social welfare. (B)</p> Signup and view all the answers

What is a characteristic of 'uninformed supply' as portrayed in the content?

<p>It represents a lower production cost than true supply. (C)</p> Signup and view all the answers

Which statement about true demand is correct in the context of information completeness?

<p>True demand reflects maximum willingness to pay with complete information. (C)</p> Signup and view all the answers

What was a key feature of BP's 'Beyond Petroleum' campaign?

<p>Acquisition of Solarex for solar production (A)</p> Signup and view all the answers

What was the significance of BP changing its logo to the sunflower design called Helios?

<p>To reflect a shift towards renewable energy (D)</p> Signup and view all the answers

Which stakeholder engagement action did BP NOT undertake as part of its strategy?

<p>Launching a new product line of fossil fuels (D)</p> Signup and view all the answers

How did BP's acquisition of Arco affect its market status?

<p>Made BP the largest producer of oil and gas (D)</p> Signup and view all the answers

What was one anticipated consequence of climate change on BP's business strategy?

<p>Limitation in ability to scale and sell profitably (A)</p> Signup and view all the answers

Which of the following best describes BP's target audience for its 'Beyond Petroleum' campaign?

<p>Government regulators and policymakers (C)</p> Signup and view all the answers

What was one primary goal of BP's engagement with community needs?

<p>To achieve a social or community goal (B)</p> Signup and view all the answers

In relation to employee attraction, what strategy did BP adopt as part of its corporate change?

<p>Attracting top scientists and engineers focused on renewables (B)</p> Signup and view all the answers

Flashcards

Mean Squared Error (MSE)

A measure of the average squared difference between predicted and actual values. It quantifies the error in a prediction model.

Predicted Price

The price estimated by a model based on a given quantity.

Error Squared Error

The squared difference between the predicted price and the actual price.

Price as a function of Quantity

The relationship between the item's price and the number of units.

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Q* (Optimal Quantity)

The quantity that maximizes profit, often derived from calculating the maximum point of a profit function.

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Demand determines price

The amount of an item consumers are willing to buy at a particular price.

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Derivative of Profit Function

The rate at which profit changes in relation to the quantity produced.

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Profit Maximization

Find the quantity (Q*) that produces the highest possible profit.

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Profit Function

The difference between total revenue (R(Q)) and total cost (C(Q)) at a given quantity (Q). It represents the profit earned by producing a certain quantity of goods.

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Marginal Revenue (MR)

The additional revenue generated by selling one more unit.

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Marginal Cost (MC)

The additional cost incurred by producing one more unit.

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What is the relation between MR and MC at the maximum profit point?

At the maximum profit point, marginal revenue (MR) equals marginal cost (MC). This signifies that the additional revenue generated by selling one more unit is exactly equal to the additional cost of producing it.

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Demand Function

A mathematical equation representing the relationship between the price of a good and the quantity demanded by consumers.

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Cost Function

A mathematical equation showing the relationship between the cost of production and the quantity of goods produced.

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Economic Value Added (EVA) by Sustainability

The difference in profit (Q*) between a sustainable product and a non-sustainable product.

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Stakeholder Engagement

Involving various parties (like customers, employees, or governments) in decisions affecting a company or project.

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Corporate Purpose

The core reason behind a company's existence, beyond simply making money.

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Rebranding

Changing a company's image, logo, or message to better reflect its new purpose or values.

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BP's 'Beyond Petroleum'

BP's strategy to shift from solely focusing on oil and gas to including renewable energy sources.

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Commodities

Products that are similar in quality and price, easily traded in markets.

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Government Collaboration

Working with policymakers to create energy policies supporting sustainability and renewable options.

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Employee Recruitment

Attracting top scientists and engineers to drive innovation and renewable energy efforts.

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Climate Change Impact on Business

Climate change can limit a company's ability to produce and sell products, particularly those heavily reliant on fossil fuels.

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Asymmetric Information

A situation where one party in a transaction has more or better information than the other, leading to an imbalance in bargaining power.

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Socially Inefficient Output

Production of goods or services that do not maximize overall social welfare, often caused by incomplete information or market failures.

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Overproduction from Incomplete Information

Producers or consumers making decisions based on inadequate information, leading to a higher quantity of goods produced than is socially optimal.

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Social Welfare Loss

The decrease in overall well-being due to market inefficiencies, such as asymmetric information.

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Regulation's Role

Government or private rules designed to address information gaps and promote socially efficient production.

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100% Information Closure is Unrealistic

It's rarely possible for regulation to completely eliminate all asymmetric information in a market, but even partial closure can improve efficiency.

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Market Clearing Price

The price at which the quantity demanded equals the quantity supplied, where the market reaches equilibrium.

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True Demand vs. Uninformed Demand

The difference between what consumers truly desire (with full information) and what they demand when they lack complete knowledge.

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NGO Social Regulation

Non-governmental organizations (NGOs) increasingly influence achieving social efficiency through actions like boycotts and campaigns.

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Government Bureaucracy

Government agencies are often slow and cumbersome in achieving social change due to their complex processes and structures.

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Lobbying Costs

The cost of influencing government policy through lobbying has risen, making it more challenging for groups to effect change.

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Transnational Coordination

Modifying corporate behavior across borders requires collaborating with NGOs and activists from different countries.

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Public Trust in Business

Public trust in business has eroded, increasing the need for corporations to demonstrate ethical behavior.

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Direct Communication with Millions

Technology has made it easier for NGOs and individuals to reach large audiences and influence public opinion.

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Corporate Behavior Modification

NGOs play a key role in changing corporate behavior through public pressure, campaigns, and boycotts.

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Social Efficiency

Achieving a balance between social and economic goals, ensuring businesses operate in a responsible and ethical manner.

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Marginal Benefit of Voluntary Compliance

The additional positive effects a company experiences by voluntarily complying with social or environmental regulations, such as improved reputation or increased customer loyalty.

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Marginal Cost of Voluntary Compliance

The additional expenses or resources a company incurs by voluntarily complying with social or environmental regulations, including changes in production processes or investments in sustainable practices.

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Optimal Response to Social Regulator

The level of compliance with social regulations that balances the marginal benefit and marginal cost for a company, maximizing its overall gain.

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Facebook's Data Center

Facebook's large-scale data facility in Prineville, Oregon, which sparked environmental concerns due to its energy consumption.

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Greenpeace Targets Facebook

Environmental organization Greenpeace targeted Facebook to encourage the company to use renewable energy to power its data centers.

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Prineville's Location Advantage

The location of Facebook's data center in Prineville, Oregon, was chosen for its potential for efficient energy use.

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Industry Leadership & Target Criteria

Factors that make a company an attractive target for social or environmental campaigns, such as high market share, consumer-oriented products, and low switching costs.

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Centralized Data Facility vs. Leasing

Facebook's decision to build one large data center in Prineville instead of leasing space in various locations to optimize costs and efficiency.

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Study Notes

Course Information

  • Course Title: Business, Government, and Society
  • Course Code: BUS-G202
  • Professor: Phil Powell
  • Topic 9: Business Analytics
  • Exam 3 Date: Thursday, December 5th
  • Exam 3 Accommodation Deadline: Wednesday, November 20th, 5:00pm
  • Other important dates and deadlines are listed on page 2.

Topic 9 - Business Analytics

  • Business Analytics is a topic covered in BUS-G202.
  • The profitability of sustainable strategies is explored via regression analysis and profit maximization equations.
  • Cost functions and revenue functions are used to determine optimal production levels.
  • The data in the case study demonstrates that sustainable products' predicted profitability is higher over time than existing products.
  • The case studies focus on the interplay between cost functions, demand functions, profit maximization, and business strategy.

Other Topics

  • Stakeholder Engagement (Topic 9)
  • Asymmetric Information (Topic 11)
  • Social Regulation (Topic 12)
  • Social Innovation (Topic 12)

Case Debrief 10 - BlackRock

  • The case study focused on BlackRock and their strategy on linking purpose to profit.

Case Debrief 12 - Greenpeace's Unfriend Coal Campaign and Facebook

  • Greenpeace launched a campaign on Facebook's own platform, "Unfriend Coal", in the hopes of empowering users to pressure Facebook regarding the use of non-renewable energy.
  • Facebook pushed back against Greenpeace's initiative by emphasizing that companies do not have a say on the energy sources used through central power grids.
  • Case examines whether and how Greenpeace's activity resulted in Facebook's policy adjustment.

Additional Information

  • Several case studies are covered and examined for business strategy and stakeholder engagement.
  • Key figures and dates are mentioned related to specific case studies.
  • The material discussed the importance of considering the economic aspects of environmental factors in business decisions.
  • Up-to-date information and current events were referenced during the course.
  • Various strategies for engaging with NGOs were discussed.
  • Critical analysis of social issues and their impact on businesses was performed in the classes.

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