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    [>Economics homework help](https://www.sweetstudy.com/fields/business-finance-economics) See attached – 2 years ago **files (2)** – ## WKIIIEssay.docx – ## UnitIIIStudyGuide.pdf **## WKIIIEssay.docx** WK III Essay This 3-to-5-page essay measures your mastery of ULOs 1.1, 1.2, 2.1, 6.1, 6.2 and 7.1. …

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    See attached

    – 2 years ago

    **files (2)**

    – ## WKIIIEssay.docx

    – ## UnitIIIStudyGuide.pdf

    **## WKIIIEssay.docx**

    WK III Essay

    This 3-to-5-page essay measures your mastery of ULOs 1.1, 1.2, 2.1, 6.1, 6.2 and 7.1.

    **Elasticity**

    **Assignment objective:** Unit I introduced the benefits of markets to improving outcomes for producers and consumers. Unit II examined the role of costs and prices in decision-making. For this assignment, you will answer a series of questions in the form of an essay.

    **Length:** Your submission is required to be at least 3 pages in length and not more than 5 pages, not counting the title page and references page.

    **References:** A minimum of 3 peer-reviewed sources are required, any additional resources used are required to be scholarly/academic in nature and found in the CSU Online Library. APA Style is required for citations and references.

    **Definitions:** Scholarly journals are sometimes called academic journals. The terms are often used interchangeably to describe the same type of publication. These types of publications are published by universities, academic institutions, professional associations, and commercial enterprises and are compiled by scholars, academics, and other subject authorities.

    **Details:** In your paper, include the following:

    1. Introduction

    2. Research elasticity information for two particular goods: one with an elastic demand and one with an inelastic demand. Using elasticity information you gather, predict changes in demand. The
    [United States Department of Agriculture website](https://data.ers.usda.gov/reports.aspx?ID=17825) has a good resource to help with this.

    3. Describe how marginal analysis, by avoiding sunk costs, leads to better pricing decisions.

    4. Explain the importance of opportunity costs to decision-making and how opportunity costs lead to trade.

    5. Evaluate how better business decisions can benefit not just the producer but the consumer and society as a whole. In your evaluation, contrast the deontology and consequentialism approaches to ethics.

    6. Conclusion

    **## UnitIIIStudyGuide.pdf**

    ECO 6301, Economics for Managers 1

    Course Learning Outcomes for Unit III

    At the end of this unit, you should be able to:

    1. Evaluate the ethical outcomes of free market outcomes using supply and demand models.
    1.3 Compare and contrast the effect perfect competition and monopoly have on total welfare.

    3. Analyze how price and output influence profit maximization under different market structures.

    3.1 Compare and contrast the market outcomes for perfect competition, monopoly, oligopoly, and
    monopolistic competition.

    Required Unit Resources

    Chapter 8: Understanding Markets and Industry Changes (ULO 3.1)

    Chapter 9: Market Structure and Long-Run Equilibrium (ULO 3.1)

    Chapter 10: Strategy: The Quest to Keep Profit from Eroding (ULO 1.3)

    Article: Price Caps, Oligopoly, and Entry (ULO 3.1)

    Unit Lesson

    Unit Material (ULO 2.1)
    This unit’s material focuses on different types of market structures and how firms in those markets seek profit.
    Before getting into market structures, we will discuss a bit about markets in general. All markets are affected
    by supply and demand. The type of market structure in question will primarily affect how supply behaves, but
    important information for firms comes from demand.

    This unit’s material focuses on different types of market structures and how firms in those markets seek profit.
    Before getting into market structures, we will discuss a bit about markets in general. All markets are affected
    by supply and demand. The type of market structure in question will primarily affect how supply behaves, but
    important information for firms comes from demand.

    Supply and Demand

    In a market, supply and demand come together to determine the equilibrium price and quantity. When demand
    increases, price and quantity increase. When supply increases price decreases and quantity increases.

    UNIT III STUDY GUIDE
    Market Structures and Profit

    ECO 6301, Economics for Managers 2

    UNIT x STUDY GUIDE
    Title

    Factors Affecting Demand

    There are several factors that can cause demand to change. Economists group these reasons into five
    main factors:

    Businesses need to know not just these factors but how these factors affect the industry of their business.

    Changes in income, for example, do not affect all businesses the same. Economists categorize goods as
    normal goods, which are goods whose demand increases as income increases, and inferior goods, which are
    goods whose demand increases as income decreases. An example of a normal good would be eating out.
    The more income a person has, the more likely they are to eat at restaurants rather than prepare meals at
    home. Candy, possibly surprisingly, is an inferior good. When people experience lower incomes, they cannot
    afford as much entertainment as before, so candy offers an inexpensive pleasure.

    Changes in the price of related goods is another factor that can have different effects based on specific
    circumstances. Some goods are related in consumption. These are called complements. Peanut butter and
    jelly are an example of complements. If the price of a complement decreases (say, peanut butter), then the
    demand for the good in question (say, jelly) will go up. After all, if you are buying more peanut butter, you are
    going to need more jelly to go with it. Substitutes are goods that compete in consumption. Coke and Dr
    Pepper, for example, are substitutes. If the price of Coke goes down, consumers are more likely to buy Coke,
    and, thus, less likely to buy Dr Pepper. So if the price of a substitute good decreases, the demand for the
    good in question goes down.

    Most of the remaining factors work as might be expected. If the number of demands increases, demand for a
    particular good will increase. Imagine sitting in a waiting room as your oil gets changed. There is a vending
    machine there. You might be tempted to get something. If another person walks into the waiting room, they
    will also be tempted to get something. As more and more people enter the waiting room, the likelihood that
    somebody will purchase from the vending machine increases. Most likely, multiple people will make a
    purchase from the vending machine. In other words, demand will increase.

    Add in tastes and preferences. If a particular product becomes popular (perhaps because of positive press,
    perhaps the product is seasonal, perhaps the product has experienced a change in quality), then more people
    are likely to want the product. In other words, demand increases.

    Finally, look at expectations. Expectations might be a little confusing. The important thing to remember is that
    when looking at the effects of changes in demand, the time frame is immediate. That is, the expectation is for
    some time in the future, but the analysis is what happens to demand right now. So, if consumers expect
    prices to increase in the future, they will want to buy more before prices rise. That is, demand will increase.

    ECO 6301, Economics for Managers 3

    UNIT x STUDY GUIDE
    Title

    Factors Affecting Supply

    There are also factors that can affect supply (as opposed to demand). Most of these factors are pretty straight
    forward. As the price of inputs increase, costs to the producers go up, so naturally the supply will decrease.
    For example, if the price of oranges goes up, the supply of orange juice will decrease.

    If the price of a similarly produced product increases, then the supply of the good in question will decrease.
    For example, if looking at the supply of vanilla ice cream and the price of chocolate ice cream increases, then
    the supply of vanilla ice cream will decrease as the resources used to make vanilla ice cream will be shifted
    over to make more chocolate ice cream to take advantage of the higher price.

    As with demand, the number of suppliers matters to supply. The more suppliers there are, the more
    production there is. This is fairly simple and straightforward.

    Technology is also an important factor for supply. An improvement in technology that makes production
    easier and cheaper will lead to an increase in the supply. It is unlikely that a firm would actually adopt new
    technology unless it had the express purpose of making production easier or cheaper. For example, self-
    checkout kiosks at grocery stores or fast food restaurants are technology that make the production process
    (or service delivery process) cheaper for companies. They do require an upfront investment in technology, but
    the payoff is lower operating costs in the future.

    Finally, expectations are important for supply and the same caution that applied to expectations with demand
    apply here. Firms respond now to expectations about the future. Another important note is that while it can
    often be easy to think of supply as production, it is better defined as what producers bring to market. So, if
    producers expect a price decrease in the future, they will want to rush to market what they can to take
    advantage of the relatively higher price. That is, the expectation of a future price decrease will result in an
    increase in supply right now.

    To learn how to draw a supply and demand graph in Microsoft Word, view the video How to Graph in Word.
    You can access closed-captioning once you access the video.

    Market Structure

    As mentioned in the beginning of the lesson, underlying the supply curve is the market structure. Economists
    differentiate market structures (identified by name later in the course) based on three characteristics. Those
    three characteristics are:

    • the number of sellers in a market (The number of buyers matters too, but that does not change
    among these four market structures.);

    • the homogeneity of production (This means how different the production is from one producer to the
    next; another way to think about this is whether you can identify the producer based on the product.);
    and

    • the existence, or not, of barriers to entry (also phrased free entry and exit).

    At one extreme of the market structures is perfect competition. Perfect competition is characterized by:

    • lots of sellers,
    • selling identical products, and
    • no barriers to entry (free entry and exit).

    At the other extreme of market structures is monopoly. Monopoly is characterized by:

    • one producer—and only one (If it is even two producers, it is a different market structure.),
    • selling a product that is unique in the market such that there are no close substitutes, and
    • impossible for competitors to enter.

    As you can see from the characteristics, monopoly is the opposite of perfect competition. These differences
    lead to some important outcomes for the different markets.

    ECO 6301, Economics for Managers 4

    UNIT x STUDY GUIDE
    Title

    Since there are many producers producing exactly the same thing, perfectly competitive firms do not have
    any influence on the overall market. They are very much a “drop in the bucket” relative to the market.
    Perfectly competitive firms must accept whatever the market price is. Monopolies, on the other hand, are the
    only supplier in their market, so their decisions have a big influence on the market outcome. Monopolists
    cannot exactly set their price; they must be mindful of their consumers. When deciding what price to set,
    monopolists have to balance the revenue they would gain from raising their prices with the revenue they
    would lose by selling a lower quantity (and vice versa if they are considering a price decrease).

    Without barriers to entry, if a firm can make excessive profits (known as economic profit), then other firms will
    enter the market, taking some of that profit away. Monopolies are protected by barriers to entry, so if they can
    earn large economic profits, there will not be any competition to come along and take those profits away.

    Perfectly competitive markets are the most efficient. They must be. If a firm is not as efficient as possible, it
    will be run out of the market. Monopolies do not need to be efficient since they are protected by barriers to
    entry. Monopolists, just like every firm, want to maximize profits. Maximizing profit for a monopolist, however,
    means not producing as much as they could so that they can charge a higher price.

    In between these extremes are monopolistic competition and oligopoly. Monopolistic competition is a lot like
    perfect competition, except that rather than producing identical products, the firms produce slightly different
    products. The difference might be slight, and they might even be just perceived, but they matter, at least
    somewhat, to the consumer. Think about hair stylists and barbers, for example. Some people have certain
    people they like to cut their hair. Some people do not care but might still base their purchasing decision on
    proximity or availability. These differentiations introduce a slight amount of pricing power into the market. The
    differentiations also give rise to the need for firms to advertise what it is about their product that sets them
    apart from competitors. Differentiation can also be a feature of oligopolies.

    Oligopolies are a lot like monopolies except there are some firms, not one, in the market. Think of it this way,
    if you can name the firms that account for a strong majority of the market share off the top of your head, the
    industry is an oligopoly. Oil/Gas companies, airlines, and automobile companies are examples of oligopoly
    markets. The barriers to entry are high but not insurmountable. This feature leads to strategic behavior
    between the firms as the action of one firm affects the outcomes of other firms in the market. Strategic
    behavior will be an important topic explored in future units.

    Reference

    Reynolds, S. S., & Rietzke, D. (2018). Price caps, oligopoly, and entry. Economic Theory, 66(3), 707–745.

    https://libraryresources.columbiasouthern.edu/login?url=http://search.ebscohost.com/login.aspx?direc
    t=true&db=bsu&AN=132338488&site=ehost-live&scope=site

    **## UnitIIIStudyGuide.pdf**

    ECO 6301, Economics for Managers 1

    Course Learning Outcomes for Unit III

    At the end of this unit, you should be able to:

    1. Evaluate the ethical outcomes of free market outcomes using supply and demand models.
    1.3 Compare and contrast the effect perfect competition and monopoly have on total welfare.

    3. Analyze how price and output influence profit maximization under different market structures.

    3.1 Compare and contrast the market outcomes for perfect competition, monopoly, oligopoly, and
    monopolistic competition.

    Required Unit Resources

    Chapter 8: Understanding Markets and Industry Changes (ULO 3.1)

    Chapter 9: Market Structure and Long-Run Equilibrium (ULO 3.1)

    Chapter 10: Strategy: The Quest to Keep Profit from Eroding (ULO 1.3)

    Article: Price Caps, Oligopoly, and Entry (ULO 3.1)

    Unit Lesson

    Unit Material (ULO 2.1)
    This unit’s material focuses on different types of market structures and how firms in those markets seek profit.
    Before getting into market structures, we will discuss a bit about markets in general. All markets are affected
    by supply and demand. The type of market structure in question will primarily affect how supply behaves, but
    important information for firms comes from demand.

    This unit’s material focuses on different types of market structures and how firms in those markets seek profit.
    Before getting into market structures, we will discuss a bit about markets in general. All markets are affected
    by supply and demand. The type of market structure in question will primarily affect how supply behaves, but
    important information for firms comes from demand.

    Supply and Demand

    In a market, supply and demand come together to determine the equilibrium price and quantity. When demand
    increases, price and quantity increase. When supply increases price decreases and quantity increases.

    UNIT III STUDY GUIDE
    Market Structures and Profit

    ECO 6301, Economics for Managers 2

    UNIT x STUDY GUIDE
    Title

    Factors Affecting Demand

    There are several factors that can cause demand to change. Economists group these reasons into five
    main factors:

    Businesses need to know not just these factors but how these factors affect the industry of their business.

    Changes in income, for example, do not affect all businesses the same. Economists categorize goods as
    normal goods, which are goods whose demand increases as income increases, and inferior goods, which are
    goods whose demand increases as income decreases. An example of a normal good would be eating out.
    The more income a person has, the more likely they are to eat at restaurants rather than prepare meals at
    home. Candy, possibly surprisingly, is an inferior good. When people experience lower incomes, they cannot
    afford as much entertainment as before, so candy offers an inexpensive pleasure.

    Changes in the price of related goods is another factor that can have different effects based on specific
    circumstances. Some goods are related in consumption. These are called complements. Peanut butter and
    jelly are an example of complements. If the price of a complement decreases (say, peanut butter), then the
    demand for the good in question (say, jelly) will go up. After all, if you are buying more peanut butter, you are
    going to need more jelly to go with it. Substitutes are goods that compete in consumption. Coke and Dr
    Pepper, for example, are substitutes. If the price of Coke goes down, consumers are more likely to buy Coke,
    and, thus, less likely to buy Dr Pepper. So if the price of a substitute good decreases, the demand for the
    good in question goes down.

    Most of the remaining factors work as might be expected. If the number of demands increases, demand for a
    particular good will increase. Imagine sitting in a waiting room as your oil gets changed. There is a vending
    machine there. You might be tempted to get something. If another person walks into the waiting room, they
    will also be tempted to get something. As more and more people enter the waiting room, the likelihood that
    somebody will purchase from the vending machine increases. Most likely, multiple people will make a
    purchase from the vending machine. In other words, demand will increase.

    Add in tastes and preferences. If a particular product becomes popular (perhaps because of positive press,
    perhaps the product is seasonal, perhaps the product has experienced a change in quality), then more people
    are likely to want the product. In other words, demand increases.

    Finally, look at expectations. Expectations might be a little confusing. The important thing to remember is that
    when looking at the effects of changes in demand, the time frame is immediate. That is, the expectation is for
    some time in the future, but the analysis is what happens to demand right now. So, if consumers expect
    prices to increase in the future, they will want to buy more before prices rise. That is, demand will increase.

    ECO 6301, Economics for Managers 3

    UNIT x STUDY GUIDE
    Title

    Factors Affecting Supply

    There are also factors that can affect supply (as opposed to demand). Most of these factors are pretty straight
    forward. As the price of inputs increase, costs to the producers go up, so naturally the supply will decrease.
    For example, if the price of oranges goes up, the supply of orange juice will decrease.

    If the price of a similarly produced product increases, then the supply of the good in question will decrease.
    For example, if looking at the supply of vanilla ice cream and the price of chocolate ice cream increases, then
    the supply of vanilla ice cream will decrease as the resources used to make vanilla ice cream will be shifted
    over to make more chocolate ice cream to take advantage of the higher price.

    As with demand, the number of suppliers matters to supply. The more suppliers there are, the more
    production there is. This is fairly simple and straightforward.

    Technology is also an important factor for supply. An improvement in technology that makes production
    easier and cheaper will lead to an increase in the supply. It is unlikely that a firm would actually adopt new
    technology unless it had the express purpose of making production easier or cheaper. For example, self-
    checkout kiosks at grocery stores or fast food restaurants are technology that make the production process
    (or service delivery process) cheaper for companies. They do require an upfront investment in technology, but
    the payoff is lower operating costs in the future.

    Finally, expectations are important for supply and the same caution that applied to expectations with demand
    apply here. Firms respond now to expectations about the future. Another important note is that while it can
    often be easy to think of supply as production, it is better defined as what producers bring to market. So, if
    producers expect a price decrease in the future, they will want to rush to market what they can to take
    advantage of the relatively higher price. That is, the expectation of a future price decrease will result in an
    increase in supply right now.

    To learn how to draw a supply and demand graph in Microsoft Word, view the video How to Graph in Word.
    You can access closed-captioning once you access the video.

    Market Structure

    As mentioned in the beginning of the lesson, underlying the supply curve is the market structure. Economists
    differentiate market structures (identified by name later in the course) based on three characteristics. Those
    three characteristics are:

    • the number of sellers in a market (The number of buyers matters too, but that does not change
    among these four market structures.);

    • the homogeneity of production (This means how different the production is from one producer to the
    next; another way to think about this is whether you can identify the producer based on the product.);
    and

    • the existence, or not, of barriers to entry (also phrased free entry and exit).

    At one extreme of the market structures is perfect competition. Perfect competition is characterized by:

    • lots of sellers,
    • selling identical products, and
    • no barriers to entry (free entry and exit).

    At the other extreme of market structures is monopoly. Monopoly is characterized by:

    • one producer—and only one (If it is even two producers, it is a different market structure.),
    • selling a product that is unique in the market such that there are no close substitutes, and
    • impossible for competitors to enter.

    As you can see from the characteristics, monopoly is the opposite of perfect competition. These differences
    lead to some important outcomes for the different markets.

    ECO 6301, Economics for Managers 4

    UNIT x STUDY GUIDE
    Title

    Since there are many producers producing exactly the same thing, perfectly competitive firms do not have
    any influence on the overall market. They are very much a “drop in the bucket” relative to the market.
    Perfectly competitive firms must accept whatever the market price is. Monopolies, on the other hand, are the
    only supplier in their market, so their decisions have a big influence on the market outcome. Monopolists
    cannot exactly set their price; they must be mindful of their consumers. When deciding what price to set,
    monopolists have to balance the revenue they would gain from raising their prices with the revenue they
    would lose by selling a lower quantity (and vice versa if they are considering a price decrease).

    Without barriers to entry, if a firm can make excessive profits (known as economic profit), then other firms will
    enter the market, taking some of that profit away. Monopolies are protected by barriers to entry, so if they can
    earn large economic profits, there will not be any competition to come along and take those profits away.

    Perfectly competitive markets are the most efficient. They must be. If a firm is not as efficient as possible, it
    will be run out of the market. Monopolies do not need to be efficient since they are protected by barriers to
    entry. Monopolists, just like every firm, want to maximize profits. Maximizing profit for a monopolist, however,
    means not producing as much as they could so that they can charge a higher price.

    In between these extremes are monopolistic competition and oligopoly. Monopolistic competition is a lot like
    perfect competition, except that rather than producing identical products, the firms produce slightly different
    products. The difference might be slight, and they might even be just perceived, but they matter, at least
    somewhat, to the consumer. Think about hair stylists and barbers, for example. Some people have certain
    people they like to cut their hair. Some people do not care but might still base their purchasing decision on
    proximity or availability. These differentiations introduce a slight amount of pricing power into the market. The
    differentiations also give rise to the need for firms to advertise what it is about their product that sets them
    apart from competitors. Differentiation can also be a feature of oligopolies.

    Oligopolies are a lot like monopolies except there are some firms, not one, in the market. Think of it this way,
    if you can name the firms that account for a strong majority of the market share off the top of your head, the
    industry is an oligopoly. Oil/Gas companies, airlines, and automobile companies are examples of oligopoly
    markets. The barriers to entry are high but not insurmountable. This feature leads to strategic behavior
    between the firms as the action of one firm affects the outcomes of other firms in the market. Strategic
    behavior will be an important topic explored in future units.

    Reference

    Reynolds, S. S., & Rietzke, D. (2018). Price caps, oligopoly, and entry. Economic Theory, 66(3), 707–745.

    https://libraryresources.columbiasouthern.edu/login?url=http://search.ebscohost.com/login.aspx?direc
    t=true&db=bsu&AN=132338488&site=ehost-live&scope=site

    **## WKIIIEssay.docx**

    WK III Essay

    This 3-to-5-page essay measures your mastery of ULOs 1.1, 1.2, 2.1, 6.1, 6.2 and 7.1.

    **Elasticity**

    **Assignment objective:** Unit I introduced the benefits of markets to improving outcomes for producers and consumers. Unit II examined the role of costs and prices in decision-making. For this assignment, you will answer a series of questions in the form of an essay.

    **Length:** Your submission is required to be at least 3 pages in length and not more than 5 pages, not counting the title page and references page.

    **References:** A minimum of 3 peer-reviewed sources are required, any additional resources used are required to be scholarly/academic in nature and found in the CSU Online Library. APA Style is required for citations and references.

    **Definitions:** Scholarly journals are sometimes called academic journals. The terms are often used interchangeably to describe the same type of publication. These types of publications are published by universities, academic institutions, professional associations, and commercial enterprises and are compiled by scholars, academics, and other subject authorities.

    **Details:** In your paper, include the following:

    1. Introduction

    2. Research elasticity information for two particular goods: one with an elastic demand and one with an inelastic demand. Using elasticity information you gather, predict changes in demand. The
    [United States Department of Agriculture website](https://data.ers.usda.gov/reports.aspx?ID=17825) has a good resource to help with this.

    3. Describe how marginal analysis, by avoiding sunk costs, leads to better pricing decisions.

    4. Explain the importance of opportunity costs to decision-making and how opportunity costs lead to trade.

    5. Evaluate how better business decisions can benefit not just the producer but the consumer and society as a whole. In your evaluation, contrast the deontology and consequentialism approaches to ethics.

    6. Conclusion

    **## UnitIIIStudyGuide.pdf**

    ECO 6301, Economics for Managers 1

    Course Learning Outcomes for Unit III

    At the end of this unit, you should be able to:

    1. Evaluate the ethical outcomes of free market outcomes using supply and demand models.
    1.3 Compare and contrast the effect perfect competition and monopoly have on total welfare.

    3. Analyze how price and output influence profit maximization under different market structures.

    3.1 Compare and contrast the market outcomes for perfect competition, monopoly, oligopoly, and
    monopolistic competition.

    Required Unit Resources

    Chapter 8: Understanding Markets and Industry Changes (ULO 3.1)

    Chapter 9: Market Structure and Long-Run Equilibrium (ULO 3.1)

    Chapter 10: Strategy: The Quest to Keep Profit from Eroding (ULO 1.3)

    Article: Price Caps, Oligopoly, and Entry (ULO 3.1)

    Unit Lesson

    Unit Material (ULO 2.1)
    This unit’s material focuses on different types of market structures and how firms in those markets seek profit.
    Before getting into market structures, we will discuss a bit about markets in general. All markets are affected
    by supply and demand. The type of market structure in question will primarily affect how supply behaves, but
    important information for firms comes from demand.

    This unit’s material focuses on different types of market structures and how firms in those markets seek profit.
    Before getting into market structures, we will discuss a bit about markets in general. All markets are affected
    by supply and demand. The type of market structure in question will primarily affect how supply behaves, but
    important information for firms comes from demand.

    Supply and Demand

    In a market, supply and demand come together to determine the equilibrium price and quantity. When demand
    increases, price and quantity increase. When supply increases price decreases and quantity increases.

    UNIT III STUDY GUIDE
    Market Structures and Profit

    ECO 6301, Economics for Managers 2

    UNIT x STUDY GUIDE
    Title

    Factors Affecting Demand

    There are several factors that can cause demand to change. Economists group these reasons into five
    main factors:

    Businesses need to know not just these factors but how these factors affect the industry of their business.

    Changes in income, for example, do not affect all businesses the same. Economists categorize goods as
    normal goods, which are goods whose demand increases as income increases, and inferior goods, which are
    goods whose demand increases as income decreases. An example of a normal good would be eating out.
    The more income a person has, the more likely they are to eat at restaurants rather than prepare meals at
    home. Candy, possibly surprisingly, is an inferior good. When people experience lower incomes, they cannot
    afford as much entertainment as before, so candy offers an inexpensive pleasure.

    Changes in the price of related goods is another factor that can have different effects based on specific
    circumstances. Some goods are related in consumption. These are called complements. Peanut butter and
    jelly are an example of complements. If the price of a complement decreases (say, peanut butter), then the
    demand for the good in question (say, jelly) will go up. After all, if you are buying more peanut butter, you are
    going to need more jelly to go with it. Substitutes are goods that compete in consumption. Coke and Dr
    Pepper, for example, are substitutes. If the price of Coke goes down, consumers are more likely to buy Coke,
    and, thus, less likely to buy Dr Pepper. So if the price of a substitute good decreases, the demand for the
    good in question goes down.

    Most of the remaining factors work as might be expected. If the number of demands increases, demand for a
    particular good will increase. Imagine sitting in a waiting room as your oil gets changed. There is a vending
    machine there. You might be tempted to get something. If another person walks into the waiting room, they
    will also be tempted to get something. As more and more people enter the waiting room, the likelihood that
    somebody will purchase from the vending machine increases. Most likely, multiple people will make a
    purchase from the vending machine. In other words, demand will increase.

    Add in tastes and preferences. If a particular product becomes popular (perhaps because of positive press,
    perhaps the product is seasonal, perhaps the product has experienced a change in quality), then more people
    are likely to want the product. In other words, demand increases.

    Finally, look at expectations. Expectations might be a little confusing. The important thing to remember is that
    when looking at the effects of changes in demand, the time frame is immediate. That is, the expectation is for
    some time in the future, but the analysis is what happens to demand right now. So, if consumers expect
    prices to increase in the future, they will want to buy more before prices rise. That is, demand will increase.

    ECO 6301, Economics for Managers 3

    UNIT x STUDY GUIDE
    Title

    Factors Affecting Supply

    There are also factors that can affect supply (as opposed to demand). Most of these factors are pretty straight
    forward. As the price of inputs increase, costs to the producers go up, so naturally the supply will decrease.
    For example, if the price of oranges goes up, the supply of orange juice will decrease.

    If the price of a similarly produced product increases, then the supply of the good in question will decrease.
    For example, if looking at the supply of vanilla ice cream and the price of chocolate ice cream increases, then
    the supply of vanilla ice cream will decrease as the resources used to make vanilla ice cream will be shifted
    over to make more chocolate ice cream to take advantage of the higher price.

    As with demand, the number of suppliers matters to supply. The more suppliers there are, the more
    production there is. This is fairly simple and straightforward.

    Technology is also an important factor for supply. An improvement in technology that makes production
    easier and cheaper will lead to an increase in the supply. It is unlikely that a firm would actually adopt new
    technology unless it had the express purpose of making production easier or cheaper. For example, self-
    checkout kiosks at grocery stores or fast food restaurants are technology that make the production process
    (or service delivery process) cheaper for companies. They do require an upfront investment in technology, but
    the payoff is lower operating costs in the future.

    Finally, expectations are important for supply and the same caution that applied to expectations with demand
    apply here. Firms respond now to expectations about the future. Another important note is that while it can
    often be easy to think of supply as production, it is better defined as what producers bring to market. So, if
    producers expect a price decrease in the future, they will want to rush to market what they can to take
    advantage of the relatively higher price. That is, the expectation of a future price decrease will result in an
    increase in supply right now.

    To learn how to draw a supply and demand graph in Microsoft Word, view the video How to Graph in Word.
    You can access closed-captioning once you access the video.

    Market Structure

    As mentioned in the beginning of the lesson, underlying the supply curve is the market structure. Economists
    differentiate market structures (identified by name later in the course) based on three characteristics. Those
    three characteristics are:

    • the number of sellers in a market (The number of buyers matters too, but that does not change
    among these four market structures.);

    • the homogeneity of production (This means how different the production is from one producer to the
    next; another way to think about this is whether you can identify the producer based on the product.);
    and

    • the existence, or not, of barriers to entry (also phrased free entry and exit).

    At one extreme of the market structures is perfect competition. Perfect competition is characterized by:

    • lots of sellers,
    • selling identical products, and
    • no barriers to entry (free entry and exit).

    At the other extreme of market structures is monopoly. Monopoly is characterized by:

    • one producer—and only one (If it is even two producers, it is a different market structure.),
    • selling a product that is unique in the market such that there are no close substitutes, and
    • impossible for competitors to enter.

    As you can see from the characteristics, monopoly is the opposite of perfect competition. These differences
    lead to some important outcomes for the different markets.

    ECO 6301, Economics for Managers 4

    UNIT x STUDY GUIDE
    Title

    Since there are many producers producing exactly the same thing, perfectly competitive firms do not have
    any influence on the overall market. They are very much a “drop in the bucket” relative to the market.
    Perfectly competitive firms must accept whatever the market price is. Monopolies, on the other hand, are the
    only supplier in their market, so their decisions have a big influence on the market outcome. Monopolists
    cannot exactly set their price; they must be mindful of their consumers. When deciding what price to set,
    monopolists have to balance the revenue they would gain from raising their prices with the revenue they
    would lose by selling a lower quantity (and vice versa if they are considering a price decrease).

    Without barriers to entry, if a firm can make excessive profits (known as economic profit), then other firms will
    enter the market, taking some of that profit away. Monopolies are protected by barriers to entry, so if they can
    earn large economic profits, there will not be any competition to come along and take those profits away.

    Perfectly competitive markets are the most efficient. They must be. If a firm is not as efficient as possible, it
    will be run out of the market. Monopolies do not need to be efficient since they are protected by barriers to
    entry. Monopolists, just like every firm, want to maximize profits. Maximizing profit for a monopolist, however,
    means not producing as much as they could so that they can charge a higher price.

    In between these extremes are monopolistic competition and oligopoly. Monopolistic competition is a lot like
    perfect competition, except that rather than producing identical products, the firms produce slightly different
    products. The difference might be slight, and they might even be just perceived, but they matter, at least
    somewhat, to the consumer. Think about hair stylists and barbers, for example. Some people have certain
    people they like to cut their hair. Some people do not care but might still base their purchasing decision on
    proximity or availability. These differentiations introduce a slight amount of pricing power into the market. The
    differentiations also give rise to the need for firms to advertise what it is about their product that sets them
    apart from competitors. Differentiation can also be a feature of oligopolies.

    Oligopolies are a lot like monopolies except there are some firms, not one, in the market. Think of it this way,
    if you can name the firms that account for a strong majority of the market share off the top of your head, the
    industry is an oligopoly. Oil/Gas companies, airlines, and automobile companies are examples of oligopoly
    markets. The barriers to entry are high but not insurmountable. This feature leads to strategic behavior
    between the firms as the action of one firm affects the outcomes of other firms in the market. Strategic
    behavior will be an important topic explored in future units.

    Reference

    Reynolds, S. S., & Rietzke, D. (2018). Price caps, oligopoly, and entry. Economic Theory, 66(3), 707–745.

    https://libraryresources.columbiasouthern.edu/login?url=http://search.ebscohost.com/login.aspx?direc
    t=true&db=bsu&AN=132338488&site=ehost-live&scope=site

    **## WKIIIEssay.docx**

    WK III Essay

    This 3-to-5-page essay measures your mastery of ULOs 1.1, 1.2, 2.1, 6.1, 6.2 and 7.1.

    **Elasticity**

    **Assignment objective:** Unit I introduced the benefits of markets to improving outcomes for producers and consumers. Unit II examined the role of costs and prices in decision-making. For this assignment, you will answer a series of questions in the form of an essay.

    **Length:** Your submission is required to be at least 3 pages in length and not more than 5 pages, not counting the title page and references page.

    **References:** A minimum of 3 peer-reviewed sources are required, any additional resources used are required to be scholarly/academic in nature and found in the CSU Online Library. APA Style is required for citations and references.

    **Definitions:** Scholarly journals are sometimes called academic journals. The terms are often used interchangeably to describe the same type of publication. These types of publications are published by universities, academic institutions, professional associations, and commercial enterprises and are compiled by scholars, academics, and other subject authorities.

    **Details:** In your paper, include the following:

    1. Introduction

    2. Research elasticity information for two particular goods: one with an elastic demand and one with an inelastic demand. Using elasticity information you gather, predict changes in demand. The
    [United States Department of Agriculture website](https://data.ers.usda.gov/reports.aspx?ID=17825) has a good resource to help with this.

    3. Describe how marginal analysis, by avoiding sunk costs, leads to better pricing decisions.

    4. Explain the importance of opportunity costs to decision-making and how opportunity costs lead to trade.

    5. Evaluate how better business decisions can benefit not just the producer but the consumer and society as a whole. In your evaluation, contrast the deontology and consequentialism approaches to ethics.

    6. Conclusion

    **## UnitIIIStudyGuide.pdf**

    ECO 6301, Economics for Managers 1

    Course Learning Outcomes for Unit III

    At the end of this unit, you should be able to:

    1. Evaluate the ethical outcomes of free market outcomes using supply and demand models.
    1.3 Compare and contrast the effect perfect competition and monopoly have on total welfare.

    3. Analyze how price and output influence profit maximization under different market structures.

    3.1 Compare and contrast the market outcomes for perfect competition, monopoly, oligopoly, and
    monopolistic competition.

    Required Unit Resources

    Chapter 8: Understanding Markets and Industry Changes (ULO 3.1)

    Chapter 9: Market Structure and Long-Run Equilibrium (ULO 3.1)

    Chapter 10: Strategy: The Quest to Keep Profit from Eroding (ULO 1.3)

    Article: Price Caps, Oligopoly, and Entry (ULO 3.1)

    Unit Lesson

    Unit Material (ULO 2.1)
    This unit’s material focuses on different types of market structures and how firms in those markets seek profit.
    Before getting into market structures, we will discuss a bit about markets in general. All markets are affected
    by supply and demand. The type of market structure in question will primarily affect how supply behaves, but
    important information for firms comes from demand.

    This unit’s material focuses on different types of market structures and how firms in those markets seek profit.
    Before getting into market structures, we will discuss a bit about markets in general. All markets are affected
    by supply and demand. The type of market structure in question will primarily affect how supply behaves, but
    important information for firms comes from demand.

    Supply and Demand

    In a market, supply and demand come together to determine the equilibrium price and quantity. When demand
    increases, price and quantity increase. When supply increases price decreases and quantity increases.

    UNIT III STUDY GUIDE
    Market Structures and Profit

    ECO 6301, Economics for Managers 2

    UNIT x STUDY GUIDE
    Title

    Factors Affecting Demand

    There are several factors that can cause demand to change. Economists group these reasons into five
    main factors:

    Businesses need to know not just these factors but how these factors affect the industry of their business.

    Changes in income, for example, do not affect all businesses the same. Economists categorize goods as
    normal goods, which are goods whose demand increases as income increases, and inferior goods, which are
    goods whose demand increases as income decreases. An example of a normal good would be eating out.
    The more income a person has, the more likely they are to eat at restaurants rather than prepare meals at
    home. Candy, possibly surprisingly, is an inferior good. When people experience lower incomes, they cannot
    afford as much entertainment as before, so candy offers an inexpensive pleasure.

    Changes in the price of related goods is another factor that can have different effects based on specific
    circumstances. Some goods are related in consumption. These are called complements. Peanut butter and
    jelly are an example of complements. If the price of a complement decreases (say, peanut butter), then the
    demand for the good in question (say, jelly) will go up. After all, if you are buying more peanut butter, you are
    going to need more jelly to go with it. Substitutes are goods that compete in consumption. Coke and Dr
    Pepper, for example, are substitutes. If the price of Coke goes down, consumers are more likely to buy Coke,
    and, thus, less likely to buy Dr Pepper. So if the price of a substitute good decreases, the demand for the
    good in question goes down.

    Most of the remaining factors work as might be expected. If the number of demands increases, demand for a
    particular good will increase. Imagine sitting in a waiting room as your oil gets changed. There is a vending
    machine there. You might be tempted to get something. If another person walks into the waiting room, they
    will also be tempted to get something. As more and more people enter the waiting room, the likelihood that
    somebody will purchase from the vending machine increases. Most likely, multiple people will make a
    purchase from the vending machine. In other words, demand will increase.

    Add in tastes and preferences. If a particular product becomes popular (perhaps because of positive press,
    perhaps the product is seasonal, perhaps the product has experienced a change in quality), then more people
    are likely to want the product. In other words, demand increases.

    Finally, look at expectations. Expectations might be a little confusing. The important thing to remember is that
    when looking at the effects of changes in demand, the time frame is immediate. That is, the expectation is for
    some time in the future, but the analysis is what happens to demand right now. So, if consumers expect
    prices to increase in the future, they will want to buy more before prices rise. That is, demand will increase.

    ECO 6301, Economics for Managers 3

    UNIT x STUDY GUIDE
    Title

    Factors Affecting Supply

    There are also factors that can affect supply (as opposed to demand). Most of these factors are pretty straight
    forward. As the price of inputs increase, costs to the producers go up, so naturally the supply will decrease.
    For example, if the price of oranges goes up, the supply of orange juice will decrease.

    If the price of a similarly produced product increases, then the supply of the good in question will decrease.
    For example, if looking at the supply of vanilla ice cream and the price of chocolate ice cream increases, then
    the supply of vanilla ice cream will decrease as the resources used to make vanilla ice cream will be shifted
    over to make more chocolate ice cream to take advantage of the higher price.

    As with demand, the number of suppliers matters to supply. The more suppliers there are, the more
    production there is. This is fairly simple and straightforward.

    Technology is also an important factor for supply. An improvement in technology that makes production
    easier and cheaper will lead to an increase in the supply. It is unlikely that a firm would actually adopt new
    technology unless it had the express purpose of making production easier or cheaper. For example, self-
    checkout kiosks at grocery stores or fast food restaurants are technology that make the production process
    (or service delivery process) cheaper for companies. They do require an upfront investment in technology, but
    the payoff is lower operating costs in the future.

    Finally, expectations are important for supply and the same caution that applied to expectations with demand
    apply here. Firms respond now to expectations about the future. Another important note is that while it can
    often be easy to think of supply as production, it is better defined as what producers bring to market. So, if
    producers expect a price decrease in the future, they will want to rush to market what they can to take
    advantage of the relatively higher price. That is, the expectation of a future price decrease will result in an
    increase in supply right now.

    To learn how to draw a supply and demand graph in Microsoft Word, view the video How to Graph in Word.
    You can access closed-captioning once you access the video.

    Market Structure

    As mentioned in the beginning of the lesson, underlying the supply curve is the market structure. Economists
    differentiate market structures (identified by name later in the course) based on three characteristics. Those
    three characteristics are:

    • the number of sellers in a market (The number of buyers matters too, but that does not change
    among these four market structures.);

    • the homogeneity of production (This means how different the production is from one producer to the
    next; another way to think about this is whether you can identify the producer based on the product.);
    and

    • the existence, or not, of barriers to entry (also phrased free entry and exit).

    At one extreme of the market structures is perfect competition. Perfect competition is characterized by:

    • lots of sellers,
    • selling identical products, and
    • no barriers to entry (free entry and exit).

    At the other extreme of market structures is monopoly. Monopoly is characterized by:

    • one producer—and only one (If it is even two producers, it is a different market structure.),
    • selling a product that is unique in the market such that there are no close substitutes, and
    • impossible for competitors to enter.

    As you can see from the characteristics, monopoly is the opposite of perfect competition. These differences
    lead to some important outcomes for the different markets.

    ECO 6301, Economics for Managers 4

    UNIT x STUDY GUIDE
    Title

    Since there are many producers producing exactly the same thing, perfectly competitive firms do not have
    any influence on the overall market. They are very much a “drop in the bucket” relative to the market.
    Perfectly competitive firms must accept whatever the market price is. Monopolies, on the other hand, are the
    only supplier in their market, so their decisions have a big influence on the market outcome. Monopolists
    cannot exactly set their price; they must be mindful of their consumers. When deciding what price to set,
    monopolists have to balance the revenue they would gain from raising their prices with the revenue they
    would lose by selling a lower quantity (and vice versa if they are considering a price decrease).

    Without barriers to entry, if a firm can make excessive profits (known as economic profit), then other firms will
    enter the market, taking some of that profit away. Monopolies are protected by barriers to entry, so if they can
    earn large economic profits, there will not be any competition to come along and take those profits away.

    Perfectly competitive markets are the most efficient. They must be. If a firm is not as efficient as possible, it
    will be run out of the market. Monopolies do not need to be efficient since they are protected by barriers to
    entry. Monopolists, just like every firm, want to maximize profits. Maximizing profit for a monopolist, however,
    means not producing as much as they could so that they can charge a higher price.

    In between these extremes are monopolistic competition and oligopoly. Monopolistic competition is a lot like
    perfect competition, except that rather than producing identical products, the firms produce slightly different
    products. The difference might be slight, and they might even be just perceived, but they matter, at least
    somewhat, to the consumer. Think about hair stylists and barbers, for example. Some people have certain
    people they like to cut their hair. Some people do not care but might still base their purchasing decision on
    proximity or availability. These differentiations introduce a slight amount of pricing power into the market. The
    differentiations also give rise to the need for firms to advertise what it is about their product that sets them
    apart from competitors. Differentiation can also be a feature of oligopolies.

    Oligopolies are a lot like monopolies except there are some firms, not one, in the market. Think of it this way,
    if you can name the firms that account for a strong majority of the market share off the top of your head, the
    industry is an oligopoly. Oil/Gas companies, airlines, and automobile companies are examples of oligopoly
    markets. The barriers to entry are high but not insurmountable. This feature leads to strategic behavior
    between the firms as the action of one firm affects the outcomes of other firms in the market. Strategic
    behavior will be an important topic explored in future units.

    Reference

    Reynolds, S. S., & Rietzke, D. (2018). Price caps, oligopoly, and entry. Economic Theory, 66(3), 707–745.

    https://libraryresources.columbiasouthern.edu/login?url=http://search.ebscohost.com/login.aspx?direc
    t=true&db=bsu&AN=132338488&site=ehost-live&scope=site

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    – 2 years ago **files (3)** – ## WK2DISC.DATA.docx – ## NURS_8211_WK2_IntroducingStatistics2.pptx – HicksFinalExeSummaryDNP.docx **## WK2DISC.DATA.docx** Introducing Statistics for the DNP A research problem statement identifies an area of need in which there is a gap in knowledge or practice and…

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    – 2 years ago

    **files (3)**

    – ## WK2DISC.DATA.docx

    – ## NURS_8211_WK2_IntroducingStatistics2.pptx

    – HicksFinalExeSummaryDNP.docx

    **## WK2DISC.DATA.docx**

    Introducing Statistics for the DNP

    A research problem statement identifies an area of need in which there is a gap in knowledge or practice and interest by a nurse researcher. Either from a hypothetical or real-world experience, nursing research problem statements help to focus the research purpose and guide the study of the problem.

    In this discussion, you will identify a nursing problem to analyze the potential impact for positive change and explore tools used to examine it in the selected research.

    Resources

    Be sure to review the Learning Resources before completing this activity.
    Click the weekly resources link to access the resources.

    [**WEEKLY RESOURCES**](https://waldenu.instructure.com/courses/157739/modules/items/6373626)

    Required Reading

    · Dang, D., Dearholt, S. L., Bissett, K., Ascenzi, J., & Whalen, M. (2021).
    _Johns Hopkins evidence-based practice for nurses and healthcare professionals: Model & guidelines_ (4th ed.). Sigma Theta Tau International Honor Society of Nursing.

    · Chapter 1, “Evidence-Based Practice Background” (pp. 3–10)

    · Chapter 4, “The Practice Question Phase” (pp. 80–92)

    · Question Development Tool (pp. 283–288)

    · Emsden, C., Schäfer, U. B., Denhaerynck, K., Grossmann, F., Frei, I. A., & Kirsch, M. (2020).
    [Validating a pain assessment tool in heterogeneous ICU patients: Is it possible?Links to an external site.](https://onlinelibrary.wiley.com/doi/full/10.1111/nicc.12469) _Nursing in Critical Care, 25_(1), 8–15. https://onlinelibrary.wiley.com/doi/full/10.1111/nicc.12469

    · Salkind, N., & Frey, B. (2019).
    _Statistics for people who (think they) hate statistics_ (7th ed.). SAGE Publications.

    · Chapter 1, “Statistics or Sadistics? It’s Up to You” (pp. 4–11)

    ·
    **Document:** Hicks, T. (2024).
    [_Quality evaluation of a central line associated bloodstream infection_](https://waldenu.instructure.com/courses/157739/files/12465887?wrap=1) [Download Quality evaluation of a central line associated bloodstream infection](https://waldenu.instructure.com/courses/157739/files/12465887/download?download_frd=1). Walden University CAO Repository.

    Required Media

    Niedz, B. (2024).
    _Basic research principles: Introducing statistics_ [Video]. Walden University Canvas.
    [https://waldenu.instructure.com](https://waldenu.instructure.com/)

    Required Power point

    **To prepare:**

    · Review the “Fall” articles from Week 1.

    · Complete the Week 2 Basic Research Principles: Introducing Statistics Quiz.

    By Day 3 of Week 2

    **Post** a response to the following prompts:

    · Identify nursing problems implicit in the nursing research study and the QI DNP project.

    · Describe how the nursing problems define the gap in knowledge (research) and the gap in practice (QI and DNP projects). Compare and contrast how the problems are presented and potentially influence a positive nursing practice change.

    · Identify one key measurement/variable used in each of the three studies/projects.

    · Critique the question development tool presented in terms of the problem, the EBP question, and the measurement (Hicks, 2024).

    By Day 6 of Week 2

    **Read** a selection of your colleagues’ posts and
    **respond** to
    **at least two** of your colleagues on
    **two different days** by expanding upon their reflections, making connections to your perceptions, and offering additional insights.

    **## NURS_8211_WK2_IntroducingStatistics2.pptx**

    NURS 8211
    Research for an evidence-based practice

    Week 2: Basic research principle; introducing statistics

    Basic research principles includes the use of statistics in quantitative studies.

    1

    Week 2: Introducing statistics for the dnp

    Objectives

    Differentiate between inferential and descriptive statistics

    Identify a nursing problem statement and describe how the problem relates to the research question or practice-focused question

    Identify key measurements/variables related to a research study, a QI project, and a DNP project

    Determine how hypothesis testing principles can apply to evaluating change in practice whether research, quality improvement or evidence-based practice

    Problems and a gap in practice

    Identifying the problem and the measurement associated with it is an important process

    Problems may relate to:

    Poor outcomes

    A practice that is outdated or ineffective in addressing a problem

    Problems and their solutions

    Hicks, T. (2024) increased CLABSI rate at the site. DNP project that explored a gap in practice: the incidence of CLABSI

    Emsden et al., (2020) practice using tools that require a verbal response to evaluate pain in patients who are nonverbal (intubated patients, patients who are unconscious). A research study that explored a knowledge deficit: how to evaluate pain in nonverbal patients.

    How does measurement play into these?

    The incidence of CLABSI in patients at the site.

    What tools are currently in place to evaluate pain in nonverbal patients? Is there a better way?

    3

    Measurement vs. variables

    Implementing a bundle to combat CLABSI

    Measure CLABSI

    Measure the components of the bundle

    Compare pre to post:

    For the incidence of CLABSI

    For compliance with the bundle

    Hicks, T. (2024)

    Measurement vs. variables

    Developing Criterion Validity for the Critical Care Pain Observation Tool (CPOT) to measure pain in nonverbal patients

    Compared CPOT to Behavioral Pain Scale and patients’ self report in 60 patients using 480 pain observations simultaneously with 2 raters

    Feasibility: measured by nurses

    Pain evaluation: measured in patients

    5

    Descriptive vs. inferential statistics

    Descriptive statistics are useful to describe the sample characteristics

    Inferential statistics are useful to infer results from a sample to a population

    Both can be used in published research.

    Descriptive statistics can be used to describe the sample on key characteristics

    Inferential statistics can be used to determine whether or not you can make inferences about the population from a sample. Is the result due to chance or is there someway to use the information to predict from the sample to the population?

    6

    From problem to a practice-focused question

    Requires thoughtful analysis on what is the nature of the problem, and what is currently in place to address the problem.

    What is the gap in practice?

    What does current research evidence say about what works and what doesn’t to solve the problem?

    The Question Development Tool (Dang et al. 2022)

    It is not too soon for you to start thinking about a problem

    7

    ## image14.jpg

    ## image18.jpg

    ## image20.jpg

    ## image21.jpg

    ## image22.jpg

    **HicksFinalExeSummaryDNP.docx**

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

    **HicksFinalExeSummaryDNP.docx**

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

    **## WK2DISC.DATA.docx**

    Introducing Statistics for the DNP

    A research problem statement identifies an area of need in which there is a gap in knowledge or practice and interest by a nurse researcher. Either from a hypothetical or real-world experience, nursing research problem statements help to focus the research purpose and guide the study of the problem.

    In this discussion, you will identify a nursing problem to analyze the potential impact for positive change and explore tools used to examine it in the selected research.

    Resources

    Be sure to review the Learning Resources before completing this activity.
    Click the weekly resources link to access the resources.

    [**WEEKLY RESOURCES**](https://waldenu.instructure.com/courses/157739/modules/items/6373626)

    Required Reading

    · Dang, D., Dearholt, S. L., Bissett, K., Ascenzi, J., & Whalen, M. (2021).
    _Johns Hopkins evidence-based practice for nurses and healthcare professionals: Model & guidelines_ (4th ed.). Sigma Theta Tau International Honor Society of Nursing.

    · Chapter 1, “Evidence-Based Practice Background” (pp. 3–10)

    · Chapter 4, “The Practice Question Phase” (pp. 80–92)

    · Question Development Tool (pp. 283–288)

    · Emsden, C., Schäfer, U. B., Denhaerynck, K., Grossmann, F., Frei, I. A., & Kirsch, M. (2020).
    [Validating a pain assessment tool in heterogeneous ICU patients: Is it possible?Links to an external site.](https://onlinelibrary.wiley.com/doi/full/10.1111/nicc.12469) _Nursing in Critical Care, 25_(1), 8–15. https://onlinelibrary.wiley.com/doi/full/10.1111/nicc.12469

    · Salkind, N., & Frey, B. (2019).
    _Statistics for people who (think they) hate statistics_ (7th ed.). SAGE Publications.

    · Chapter 1, “Statistics or Sadistics? It’s Up to You” (pp. 4–11)

    ·
    **Document:** Hicks, T. (2024).
    [_Quality evaluation of a central line associated bloodstream infection_](https://waldenu.instructure.com/courses/157739/files/12465887?wrap=1) [Download Quality evaluation of a central line associated bloodstream infection](https://waldenu.instructure.com/courses/157739/files/12465887/download?download_frd=1). Walden University CAO Repository.

    Required Media

    Niedz, B. (2024).
    _Basic research principles: Introducing statistics_ [Video]. Walden University Canvas.
    [https://waldenu.instructure.com](https://waldenu.instructure.com/)

    Required Power point

    **To prepare:**

    · Review the “Fall” articles from Week 1.

    · Complete the Week 2 Basic Research Principles: Introducing Statistics Quiz.

    By Day 3 of Week 2

    **Post** a response to the following prompts:

    · Identify nursing problems implicit in the nursing research study and the QI DNP project.

    · Describe how the nursing problems define the gap in knowledge (research) and the gap in practice (QI and DNP projects). Compare and contrast how the problems are presented and potentially influence a positive nursing practice change.

    · Identify one key measurement/variable used in each of the three studies/projects.

    · Critique the question development tool presented in terms of the problem, the EBP question, and the measurement (Hicks, 2024).

    By Day 6 of Week 2

    **Read** a selection of your colleagues’ posts and
    **respond** to
    **at least two** of your colleagues on
    **two different days** by expanding upon their reflections, making connections to your perceptions, and offering additional insights.

    **## NURS_8211_WK2_IntroducingStatistics2.pptx**

    NURS 8211
    Research for an evidence-based practice

    Week 2: Basic research principle; introducing statistics

    Basic research principles includes the use of statistics in quantitative studies.

    1

    Week 2: Introducing statistics for the dnp

    Objectives

    Differentiate between inferential and descriptive statistics

    Identify a nursing problem statement and describe how the problem relates to the research question or practice-focused question

    Identify key measurements/variables related to a research study, a QI project, and a DNP project

    Determine how hypothesis testing principles can apply to evaluating change in practice whether research, quality improvement or evidence-based practice

    Problems and a gap in practice

    Identifying the problem and the measurement associated with it is an important process

    Problems may relate to:

    Poor outcomes

    A practice that is outdated or ineffective in addressing a problem

    Problems and their solutions

    Hicks, T. (2024) increased CLABSI rate at the site. DNP project that explored a gap in practice: the incidence of CLABSI

    Emsden et al., (2020) practice using tools that require a verbal response to evaluate pain in patients who are nonverbal (intubated patients, patients who are unconscious). A research study that explored a knowledge deficit: how to evaluate pain in nonverbal patients.

    How does measurement play into these?

    The incidence of CLABSI in patients at the site.

    What tools are currently in place to evaluate pain in nonverbal patients? Is there a better way?

    3

    Measurement vs. variables

    Implementing a bundle to combat CLABSI

    Measure CLABSI

    Measure the components of the bundle

    Compare pre to post:

    For the incidence of CLABSI

    For compliance with the bundle

    Hicks, T. (2024)

    Measurement vs. variables

    Developing Criterion Validity for the Critical Care Pain Observation Tool (CPOT) to measure pain in nonverbal patients

    Compared CPOT to Behavioral Pain Scale and patients’ self report in 60 patients using 480 pain observations simultaneously with 2 raters

    Feasibility: measured by nurses

    Pain evaluation: measured in patients

    5

    Descriptive vs. inferential statistics

    Descriptive statistics are useful to describe the sample characteristics

    Inferential statistics are useful to infer results from a sample to a population

    Both can be used in published research.

    Descriptive statistics can be used to describe the sample on key characteristics

    Inferential statistics can be used to determine whether or not you can make inferences about the population from a sample. Is the result due to chance or is there someway to use the information to predict from the sample to the population?

    6

    From problem to a practice-focused question

    Requires thoughtful analysis on what is the nature of the problem, and what is currently in place to address the problem.

    What is the gap in practice?

    What does current research evidence say about what works and what doesn’t to solve the problem?

    The Question Development Tool (Dang et al. 2022)

    It is not too soon for you to start thinking about a problem

    7

    ## image14.jpg

    ## image18.jpg

    ## image20.jpg

    ## image21.jpg

    ## image22.jpg

    **HicksFinalExeSummaryDNP.docx**

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

    **## WK2DISC.DATA.docx**

    Introducing Statistics for the DNP

    A research problem statement identifies an area of need in which there is a gap in knowledge or practice and interest by a nurse researcher. Either from a hypothetical or real-world experience, nursing research problem statements help to focus the research purpose and guide the study of the problem.

    In this discussion, you will identify a nursing problem to analyze the potential impact for positive change and explore tools used to examine it in the selected research.

    Resources

    Be sure to review the Learning Resources before completing this activity.
    Click the weekly resources link to access the resources.

    [**WEEKLY RESOURCES**](https://waldenu.instructure.com/courses/157739/modules/items/6373626)

    Required Reading

    · Dang, D., Dearholt, S. L., Bissett, K., Ascenzi, J., & Whalen, M. (2021).
    _Johns Hopkins evidence-based practice for nurses and healthcare professionals: Model & guidelines_ (4th ed.). Sigma Theta Tau International Honor Society of Nursing.

    · Chapter 1, “Evidence-Based Practice Background” (pp. 3–10)

    · Chapter 4, “The Practice Question Phase” (pp. 80–92)

    · Question Development Tool (pp. 283–288)

    · Emsden, C., Schäfer, U. B., Denhaerynck, K., Grossmann, F., Frei, I. A., & Kirsch, M. (2020).
    [Validating a pain assessment tool in heterogeneous ICU patients: Is it possible?Links to an external site.](https://onlinelibrary.wiley.com/doi/full/10.1111/nicc.12469) _Nursing in Critical Care, 25_(1), 8–15. https://onlinelibrary.wiley.com/doi/full/10.1111/nicc.12469

    · Salkind, N., & Frey, B. (2019).
    _Statistics for people who (think they) hate statistics_ (7th ed.). SAGE Publications.

    · Chapter 1, “Statistics or Sadistics? It’s Up to You” (pp. 4–11)

    ·
    **Document:** Hicks, T. (2024).
    [_Quality evaluation of a central line associated bloodstream infection_](https://waldenu.instructure.com/courses/157739/files/12465887?wrap=1) [Download Quality evaluation of a central line associated bloodstream infection](https://waldenu.instructure.com/courses/157739/files/12465887/download?download_frd=1). Walden University CAO Repository.

    Required Media

    Niedz, B. (2024).
    _Basic research principles: Introducing statistics_ [Video]. Walden University Canvas.
    [https://waldenu.instructure.com](https://waldenu.instructure.com/)

    Required Power point

    **To prepare:**

    · Review the “Fall” articles from Week 1.

    · Complete the Week 2 Basic Research Principles: Introducing Statistics Quiz.

    By Day 3 of Week 2

    **Post** a response to the following prompts:

    · Identify nursing problems implicit in the nursing research study and the QI DNP project.

    · Describe how the nursing problems define the gap in knowledge (research) and the gap in practice (QI and DNP projects). Compare and contrast how the problems are presented and potentially influence a positive nursing practice change.

    · Identify one key measurement/variable used in each of the three studies/projects.

    · Critique the question development tool presented in terms of the problem, the EBP question, and the measurement (Hicks, 2024).

    By Day 6 of Week 2

    **Read** a selection of your colleagues’ posts and
    **respond** to
    **at least two** of your colleagues on
    **two different days** by expanding upon their reflections, making connections to your perceptions, and offering additional insights.

    **## NURS_8211_WK2_IntroducingStatistics2.pptx**

    NURS 8211
    Research for an evidence-based practice

    Week 2: Basic research principle; introducing statistics

    Basic research principles includes the use of statistics in quantitative studies.

    1

    Week 2: Introducing statistics for the dnp

    Objectives

    Differentiate between inferential and descriptive statistics

    Identify a nursing problem statement and describe how the problem relates to the research question or practice-focused question

    Identify key measurements/variables related to a research study, a QI project, and a DNP project

    Determine how hypothesis testing principles can apply to evaluating change in practice whether research, quality improvement or evidence-based practice

    Problems and a gap in practice

    Identifying the problem and the measurement associated with it is an important process

    Problems may relate to:

    Poor outcomes

    A practice that is outdated or ineffective in addressing a problem

    Problems and their solutions

    Hicks, T. (2024) increased CLABSI rate at the site. DNP project that explored a gap in practice: the incidence of CLABSI

    Emsden et al., (2020) practice using tools that require a verbal response to evaluate pain in patients who are nonverbal (intubated patients, patients who are unconscious). A research study that explored a knowledge deficit: how to evaluate pain in nonverbal patients.

    How does measurement play into these?

    The incidence of CLABSI in patients at the site.

    What tools are currently in place to evaluate pain in nonverbal patients? Is there a better way?

    3

    Measurement vs. variables

    Implementing a bundle to combat CLABSI

    Measure CLABSI

    Measure the components of the bundle

    Compare pre to post:

    For the incidence of CLABSI

    For compliance with the bundle

    Hicks, T. (2024)

    Measurement vs. variables

    Developing Criterion Validity for the Critical Care Pain Observation Tool (CPOT) to measure pain in nonverbal patients

    Compared CPOT to Behavioral Pain Scale and patients’ self report in 60 patients using 480 pain observations simultaneously with 2 raters

    Feasibility: measured by nurses

    Pain evaluation: measured in patients

    5

    Descriptive vs. inferential statistics

    Descriptive statistics are useful to describe the sample characteristics

    Inferential statistics are useful to infer results from a sample to a population

    Both can be used in published research.

    Descriptive statistics can be used to describe the sample on key characteristics

    Inferential statistics can be used to determine whether or not you can make inferences about the population from a sample. Is the result due to chance or is there someway to use the information to predict from the sample to the population?

    6

    From problem to a practice-focused question

    Requires thoughtful analysis on what is the nature of the problem, and what is currently in place to address the problem.

    What is the gap in practice?

    What does current research evidence say about what works and what doesn’t to solve the problem?

    The Question Development Tool (Dang et al. 2022)

    It is not too soon for you to start thinking about a problem

    7

    ## image14.jpg

    ## image18.jpg

    ## image20.jpg

    ## image21.jpg

    ## image22.jpg

    **HicksFinalExeSummaryDNP.docx**

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

  • [Solved] obgyn case study 7

    ✓ Verified Academic Solution Available

    Executive Solution Overview

    Once you received your **three case numbers**; answer the specific question on the table above. Then, continue to discuss the 3 topics listed below for your case: (CASE 2 5 AND 6) 1. **An effective health assessment incorporates not only physiological parameters; please suggest other parameters that…

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    Assignment Prompt & Instructions

    Once you received your **three case numbers**; answer the specific question on the table above. Then, continue to discuss the 3 topics listed below for your case: (CASE 2 5 AND 6)

    1. **An effective health assessment incorporates not only physiological parameters; please suggest other parameters that should be considered and included on health assessments to reach maximal health potential on individuals.**
    2. **Name the different family developmental stages and give examples of each one.**
    3. **Describe family structure and function and the relationship with health care.**

    – [\
    \
    ScreenShot2025-02-27at10.51.32PM.png](https://www.sweetstudy.com/files/screenshot2025-02-27at10-51-32pm-png "ScreenShot2025-02-27at10.51.32PM.png")
    – [\
    \
    ScreenShot2025-02-27at10.51.39PM.png](https://www.sweetstudy.com/files/screenshot2025-02-27at10-51-39pm-png "ScreenShot2025-02-27at10.51.39PM.png")
    – [\
    \
    ScreenShot2025-02-27at10.51.46PM.png](https://www.sweetstudy.com/files/screenshot2025-02-27at10-51-46pm-png "ScreenShot2025-02-27at10.51.46PM.png")

    – 2 years ago

  • [Solved] WK 2 DIS EPI

    ✓ Verified Academic Solution Available

    Executive Solution Overview

    – 2 years ago **files (1)** – ## WK2Discu.Epidermology.docx **## WK2Discu.Epidermology.docx** Descriptive Epidemiology: Data Sources and Data Collection ![A person's hand pointing at a computer AI-generated content may be incorrect.](https://www.sweetstudy.com/questions/wk-2-dis-epi) Descriptive epi…

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    Assignment Prompt & Instructions

    – 2 years ago

    **files (1)**

    – ## WK2Discu.Epidermology.docx

    **## WK2Discu.Epidermology.docx**

    Descriptive Epidemiology: Data Sources and Data Collection

    ![A person's hand pointing at a computer AI-generated content may be incorrect.](https://www.sweetstudy.com/questions/wk-2-dis-epi)

    Descriptive epidemiology deals with describing disease patterns using three major categories: person, place, or time (Friis & Sellers, 2021). Consider the following example:

    Over the last weekend, six people went to the Alcan City Hospital emergency room with similar symptoms. The laboratory results for the six patients were indicative of an infection due to Escherichia coli (E. coli). Patient interviews revealed they had all eaten a meal at Sam’s Sandwich Food Truck during the Alcan City Fair within 48 hours of going to

    the hospital. Further inquiries by the Alcan City public health officials identified that the source of the E. coli contamination was the lettuce that Sam’s had purchased from M&L Produce (a produce supplier located in Tempe, Arizona). Epidemiologists from the Arizona State Health Department determined that the lettuce that M&L supplied Sam’s was from a farm located in Xion, California (the key supplier for M&L Produce).

    Aside from the six patients who sought treatment, epidemiologists tracked down and conducted interviews with 400 of the fair attendees to identify any potential cases who did not seek treatment and compare data with those who attended but did not become ill. Interview questions pertained to descriptive aspects of the outbreak (person, place, and time). Analysis of data collected on foods eaten allowed the epidemiologists to narrow it down and identify sandwiches served by Sam’s

    Sandwich Food Truck at the fair on Saturday as the source of infection. Alcan City public health officials were quick to visit the food truck to inquire into their food management and handling. The food truck owner was cooperative and helpful in providing licensing, permits, operations, and sales information.

    Descriptive epidemiologic studies are often conducted as precursors to analytic studies. Epidemiologic concepts are used to gather data to better understand and evaluate health trends in populations. Data, such as characteristics of the persons affected, place where an incident occurred, and time of occurrence, are collected and analyzed to look for patterns in an effort to identify emerging health problems. It was in just this way that the HIV/AIDS epidemic was first identified.

    In this Discussion, you will apply the epidemiologic concepts of time, place, and person to a specific population health problem. You will also consider methods for obtaining data to study an issue.

    Resources

    Be sure to review the Learning Resources before completing this activity.
    Click the weekly resources link to access the resources.

    [**WEEKLY RESOURCES**](https://waldenu.instructure.com/courses/155998/modules/items/6259729)

    [Required Readings](https://waldenu.instructure.com/courses/155998/pages/week-2-learning-resources?module_item_id=6259729)

    · Curley, A. L. C. (Ed.). (2024).
    _Population-based nursing: Concepts and competencies for advanced practice_ (4th ed.). Springer.

    · Chapter 7, “Using Information Technology to Improve Population Outcomes” (pp. 158-182)

    · Friis, R. H., & Sellers, T. A. (2021).
    _Epidemiology for public health practice (_ 6th ed.). Jones & Bartlett.

    · Chapter 4, “Descriptive Epidemiology: Person, Place, Time”

    · Chapter 5, “Sources of Data for Use in Epidemiology”

    · National Institutes of Health National Library of Medicine. (2019).
    [_Finding and using health statistics._ Links to an external site.](https://www.nlm.nih.gov/nichsr/stats_tutorial/cover.html) https://www.nlm.nih.gov/nichsr/stats_tutorial/cover.html

    SECONDARY DATA SOURCES

    Use the following resources to locate secondary data sources for this week’s Assignment:

    · Centers for Disease Control and Prevention. (n.d.).
    [_Data.CDC.gov: Home._ Links to an external site.](https://data.cdc.gov/) https://data.cdc.gov/

    · National Center for Health Statistics. (2015).
    [_Resources for researchers._ Links to an external site.](https://www.cdc.gov/nchs/nchs_for_you/researchers.htm) https://www.cdc.gov/nchs/nchs_for_you/researchers.htm

    · Walden University Office of Research and Doctoral Services. (n.d.).
    [_Explore existing datasets._ Links to an external site.](https://academicguides.waldenu.edu/research-center/student-research/data-sources) https://academicguides.waldenu.edu/research-center/student-research/data-sources

    · World Health Organization. (2021).
    [_WHO Data collections_ Links to an external site.](https://www.who.int/data/collections) [Data sets]. https://www.who.int/data/collections

    [Required Media](https://waldenu.instructure.com/courses/155998/pages/week-2-learning-resources?module_item_id=6259729)

    · Secondary Data Sources for Population Health
    Time Estimate: 2 minutes

    · Walden University, LLC. (2021).
    [_Descriptive epidemiology—person, place, and time_ Links to an external site.](https://cdn-media.waldenu.edu/2dett4d/Walden/PHLT/8072/DE/index.html) [Interactive media]. Walden University Blackboard. https://class.waldenu.edu

    · Walden University, LLC. (2021).
    [Theoretical models—One Health and socioecological modelLinks to an external site.](https://cdn-media.waldenu.edu/2dett4d/Walden/PHLT/8072/TM/index.html)[Interactive media]. Walden University Blackboard. https://class.waldenu.edu

    To prepare:

    · Examine Table 3.2 in your Curley textbook. Select a topic from the table to use for this Discussion.

    · Locate two scholarly articles that provide background information about the problem.

    · Identify a specific population affected by your selected health problem.

    · Research the patterns of the disease in your selected population using the epidemiologic characteristics of person, place, and time.

    · Consider methods for obtaining data to examine the association you selected.

    · Ask yourself: How would the methods I select influence the accuracy of case identification, definition, and diagnosis

    By Day 3 of Week 2

    **Post** a cohesive response that addresses the following:

    · Describe your selected health problem using the epidemiologic model (person, place, and time), with a focus on the population affected by this problem.

    · Discuss sampling methods you could use to collect primary data to describe and study your health problem.

    · Identify two secondary data sources that you could use to collect the data needed to address this topic.

    · Explain how these methods and sources would influence the completeness of case identification as well as the case definition/diagnostic criteria used.

    By Day 6 of Week 2

    **Respond** to
    **at least two** colleagues on
    **two different days** in one or more of the following ways:

    · Ask a probing question, substantiated with additional background information, evidence, or research.

    · Share an insight from having read your colleagues’ postings, synthesizing the information to provide new perspectives.

    · Offer and support an alternative perspective using readings from the classroom or from your own research in the Walden Library.

    · Validate an idea with your own experience and additional research.

    · Make a suggestion based on additional evidence drawn from readings or after synthesizing multiple postings.

    · Expand on your colleagues’ postings by providing additional insights or contrasting perspectives based on readings and evidence.

    **Reply**

    [Previous](https://waldenu.instructure.com/courses/155998/modules/items/6259707)

    [Next](https://waldenu.instructure.com/courses/155998/modules/items/6259722)

    ## image1.jpeg

    **## WK2Discu.Epidermology.docx**

    Descriptive Epidemiology: Data Sources and Data Collection

    ![A person's hand pointing at a computer AI-generated content may be incorrect.](https://www.sweetstudy.com/questions/wk-2-dis-epi)

    Descriptive epidemiology deals with describing disease patterns using three major categories: person, place, or time (Friis & Sellers, 2021). Consider the following example:

    Over the last weekend, six people went to the Alcan City Hospital emergency room with similar symptoms. The laboratory results for the six patients were indicative of an infection due to Escherichia coli (E. coli). Patient interviews revealed they had all eaten a meal at Sam’s Sandwich Food Truck during the Alcan City Fair within 48 hours of going to

    the hospital. Further inquiries by the Alcan City public health officials identified that the source of the E. coli contamination was the lettuce that Sam’s had purchased from M&L Produce (a produce supplier located in Tempe, Arizona). Epidemiologists from the Arizona State Health Department determined that the lettuce that M&L supplied Sam’s was from a farm located in Xion, California (the key supplier for M&L Produce).

    Aside from the six patients who sought treatment, epidemiologists tracked down and conducted interviews with 400 of the fair attendees to identify any potential cases who did not seek treatment and compare data with those who attended but did not become ill. Interview questions pertained to descriptive aspects of the outbreak (person, place, and time). Analysis of data collected on foods eaten allowed the epidemiologists to narrow it down and identify sandwiches served by Sam’s

    Sandwich Food Truck at the fair on Saturday as the source of infection. Alcan City public health officials were quick to visit the food truck to inquire into their food management and handling. The food truck owner was cooperative and helpful in providing licensing, permits, operations, and sales information.

    Descriptive epidemiologic studies are often conducted as precursors to analytic studies. Epidemiologic concepts are used to gather data to better understand and evaluate health trends in populations. Data, such as characteristics of the persons affected, place where an incident occurred, and time of occurrence, are collected and analyzed to look for patterns in an effort to identify emerging health problems. It was in just this way that the HIV/AIDS epidemic was first identified.

    In this Discussion, you will apply the epidemiologic concepts of time, place, and person to a specific population health problem. You will also consider methods for obtaining data to study an issue.

    Resources

    Be sure to review the Learning Resources before completing this activity.
    Click the weekly resources link to access the resources.

    [**WEEKLY RESOURCES**](https://waldenu.instructure.com/courses/155998/modules/items/6259729)

    [Required Readings](https://waldenu.instructure.com/courses/155998/pages/week-2-learning-resources?module_item_id=6259729)

    · Curley, A. L. C. (Ed.). (2024).
    _Population-based nursing: Concepts and competencies for advanced practice_ (4th ed.). Springer.

    · Chapter 7, “Using Information Technology to Improve Population Outcomes” (pp. 158-182)

    · Friis, R. H., & Sellers, T. A. (2021).
    _Epidemiology for public health practice (_ 6th ed.). Jones & Bartlett.

    · Chapter 4, “Descriptive Epidemiology: Person, Place, Time”

    · Chapter 5, “Sources of Data for Use in Epidemiology”

    · National Institutes of Health National Library of Medicine. (2019).
    [_Finding and using health statistics._ Links to an external site.](https://www.nlm.nih.gov/nichsr/stats_tutorial/cover.html) https://www.nlm.nih.gov/nichsr/stats_tutorial/cover.html

    SECONDARY DATA SOURCES

    Use the following resources to locate secondary data sources for this week’s Assignment:

    · Centers for Disease Control and Prevention. (n.d.).
    [_Data.CDC.gov: Home._ Links to an external site.](https://data.cdc.gov/) https://data.cdc.gov/

    · National Center for Health Statistics. (2015).
    [_Resources for researchers._ Links to an external site.](https://www.cdc.gov/nchs/nchs_for_you/researchers.htm) https://www.cdc.gov/nchs/nchs_for_you/researchers.htm

    · Walden University Office of Research and Doctoral Services. (n.d.).
    [_Explore existing datasets._ Links to an external site.](https://academicguides.waldenu.edu/research-center/student-research/data-sources) https://academicguides.waldenu.edu/research-center/student-research/data-sources

    · World Health Organization. (2021).
    [_WHO Data collections_ Links to an external site.](https://www.who.int/data/collections) [Data sets]. https://www.who.int/data/collections

    [Required Media](https://waldenu.instructure.com/courses/155998/pages/week-2-learning-resources?module_item_id=6259729)

    · Secondary Data Sources for Population Health
    Time Estimate: 2 minutes

    · Walden University, LLC. (2021).
    [_Descriptive epidemiology—person, place, and time_ Links to an external site.](https://cdn-media.waldenu.edu/2dett4d/Walden/PHLT/8072/DE/index.html) [Interactive media]. Walden University Blackboard. https://class.waldenu.edu

    · Walden University, LLC. (2021).
    [Theoretical models—One Health and socioecological modelLinks to an external site.](https://cdn-media.waldenu.edu/2dett4d/Walden/PHLT/8072/TM/index.html)[Interactive media]. Walden University Blackboard. https://class.waldenu.edu

    To prepare:

    · Examine Table 3.2 in your Curley textbook. Select a topic from the table to use for this Discussion.

    · Locate two scholarly articles that provide background information about the problem.

    · Identify a specific population affected by your selected health problem.

    · Research the patterns of the disease in your selected population using the epidemiologic characteristics of person, place, and time.

    · Consider methods for obtaining data to examine the association you selected.

    · Ask yourself: How would the methods I select influence the accuracy of case identification, definition, and diagnosis

    By Day 3 of Week 2

    **Post** a cohesive response that addresses the following:

    · Describe your selected health problem using the epidemiologic model (person, place, and time), with a focus on the population affected by this problem.

    · Discuss sampling methods you could use to collect primary data to describe and study your health problem.

    · Identify two secondary data sources that you could use to collect the data needed to address this topic.

    · Explain how these methods and sources would influence the completeness of case identification as well as the case definition/diagnostic criteria used.

    By Day 6 of Week 2

    **Respond** to
    **at least two** colleagues on
    **two different days** in one or more of the following ways:

    · Ask a probing question, substantiated with additional background information, evidence, or research.

    · Share an insight from having read your colleagues’ postings, synthesizing the information to provide new perspectives.

    · Offer and support an alternative perspective using readings from the classroom or from your own research in the Walden Library.

    · Validate an idea with your own experience and additional research.

    · Make a suggestion based on additional evidence drawn from readings or after synthesizing multiple postings.

    · Expand on your colleagues’ postings by providing additional insights or contrasting perspectives based on readings and evidence.

    **Reply**

    [Previous](https://waldenu.instructure.com/courses/155998/modules/items/6259707)

    [Next](https://waldenu.instructure.com/courses/155998/modules/items/6259722)

    ## image1.jpeg

  • [Solved] Nursing Assignment 2 421

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    In-depth study guidance and analytical solution covering Nursing Assignment 2 421.

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    Assignment Prompt & Instructions

    Full assignment prompt and step-by-step guidance are included in the downloadable solution file.

  • [Solved] WK 2 ASSIGN EPID

    ✓ Verified Academic Solution Available

    Executive Solution Overview

    – 2 years ago **files (1)** – ## WK2Assign.Epidermology.StrengthsandLimitationsofSecondaryDataSources.docx **## WK2Assign.Epidermology.StrengthsandLimitationsofSecondaryDataSources.docx** Strengths and Limitations of Secondary Data Sources ![A close-up of a graph AI-generated content may be incorrec…

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    Assignment Prompt & Instructions

    – 2 years ago

    **files (1)**

    – ## WK2Assign.Epidermology.StrengthsandLimitationsofSecondaryDataSources.docx

    **## WK2Assign.Epidermology.StrengthsandLimitationsofSecondaryDataSources.docx**

    Strengths and Limitations of Secondary Data Sources

    ![A close-up of a graph AI-generated content may be incorrect.](https://www.sweetstudy.com/questions/wk-2-assign-epid)

    In this information age, where data are readily accessible and there is both a great demand for accelerated research projects and strict limitations on research funding, using existing data makes sense. Data used in this way are called secondary data; they come in many forms and contain information on just about anything—depending on who collected the information in the first place, and why.

    As a health professional, you have access to a wide range of secondary data sources, including government agencies (such as, the Census Bureau or the Centers for Disease Control and Prevention) and private sources, including local health service providers. Global and international data are available from familiar sources, such as the World Health Organization and the United Nations. In addition, nearly every nation maintains statistics on social, economic, and environmental indicators, which contain a wealth of health information.
    As a member of the Walden community, you have access to the Inter-University Consortium for Political and Social Research (ICPSR), the world’s largest archival database of secondary data. You also have access to the Social Change Impact Report (SCIR) data sets—a Walden-owned database. There are also a number of sources and tutorials available to you through Walden’s Office of Research and Doctoral Quality.
    No matter the topic—be it vaccination rates, women’s access to mammography, or chronic lung disease—you can probably find an existing secondary data source related to the specific population health problem you are investigating. The next steps are to identify the variables in the data source that you would need to analyze to examine the association of interest and to assess the validity of the data source. For this Assignment, you delve into these issues in greater detail.

    Resources

    Be sure to review the Learning Resources before completing this activity.
    Click the weekly resources link to access the resources.

    [**WEEKLY RESOURCES**](https://waldenu.instructure.com/courses/155998/modules/items/6259729)

    [Required Readings](https://waldenu.instructure.com/courses/155998/pages/week-2-learning-resources?module_item_id=6259729)

    · Curley, A. L. C. (Ed.). (2024).
    _Population-based nursing: Concepts and competencies for advanced practice_ (4th ed.). Springer.

    · Chapter 7, “Using Information Technology to Improve Population Outcomes” (pp. 158-182)

    · Friis, R. H., & Sellers, T. A. (2021).
    _Epidemiology for public health practice (_ 6th ed.). Jones & Bartlett.

    · Chapter 4, “Descriptive Epidemiology: Person, Place, Time”

    · Chapter 5, “Sources of Data for Use in Epidemiology”

    · National Institutes of Health National Library of Medicine. (2019).
    [_Finding and using health statistics._ Links to an external site.](https://www.nlm.nih.gov/nichsr/stats_tutorial/cover.html) https://www.nlm.nih.gov/nichsr/stats_tutorial/cover.html

    SECONDARY DATA SOURCES

    Use the following resources to locate secondary data sources for this week’s Assignment:

    · Centers for Disease Control and Prevention. (n.d.).
    [_Data.CDC.gov: Home._ Links to an external site.](https://data.cdc.gov/) https://data.cdc.gov/

    · National Center for Health Statistics. (2015).
    [_Resources for researchers._ Links to an external site.](https://www.cdc.gov/nchs/nchs_for_you/researchers.htm) https://www.cdc.gov/nchs/nchs_for_you/researchers.htm

    · Walden University Office of Research and Doctoral Services. (n.d.).
    [_Explore existing datasets._ Links to an external site.](https://academicguides.waldenu.edu/research-center/student-research/data-sources) https://academicguides.waldenu.edu/research-center/student-research/data-sources

    · World Health Organization. (2021).
    [_WHO Data collections_ Links to an external site.](https://www.who.int/data/collections) [Data sets]. https://www.who.int/data/collections

    [Required Media](https://waldenu.instructure.com/courses/155998/pages/week-2-learning-resources?module_item_id=6259729)

    · Walden University, LLC. (2021).
    [_Descriptive epidemiology—person, place, and time_ Links to an external site.](https://cdn-media.waldenu.edu/2dett4d/Walden/PHLT/8072/DE/index.html) [Interactive media]. Walden University Blackboard. https://class.waldenu.edu

    · Walden University, LLC. (2021).
    [Theoretical models—One Health and socioecological modelLinks to an external site.](https://cdn-media.waldenu.edu/2dett4d/Walden/PHLT/8072/TM/index.html)[Interactive media]. Walden University Blackboard. https://class.waldenu.edu

    To prepare:

    · Consider a variety of population health problems and then select one of professional interest on which to focus for this Assignment.

    · Explore three data sources (data sets) presented in the Learning Resources that could aid you in describing the population and magnitude of the problem you selected. Consider the strengths and limitations of each data source.

    The Assignment

    In 4 pages (not including title page and references), analyze the data sources you selected by addressing the following:

    · Briefly identify the population health problem you selected.

    · Identify each data set you selected.

    · Identify the variables in each data set you would need to examine the association of interest.

    · Assess the validity of each data set. Has it been used for prior studies/publications?

    · Explain challenges you might face as a researcher in identifying a proper data set or securing permission to use it.

    By Day 7 of Week 2

    **Submit** your Assignment.

    submission information

    Before submitting your final assignment, you can check your draft for authenticity. To check your draft, access the
    **Turnitin Drafts** from the
    **Start Here** area.

    1. To submit your completed assignment, save your Assignment as
    **WK2Assgn_LastName_Firstinitial**

    2. Then, click on
    **Start Assignment** near the top of the page.

    3. Next, click on
    **Upload File** and select
    **Submit Assignment** for review.

    ## image1.jpeg

    **## WK2Assign.Epidermology.StrengthsandLimitationsofSecondaryDataSources.docx**

    Strengths and Limitations of Secondary Data Sources

    ![A close-up of a graph AI-generated content may be incorrect.](https://www.sweetstudy.com/questions/wk-2-assign-epid)

    In this information age, where data are readily accessible and there is both a great demand for accelerated research projects and strict limitations on research funding, using existing data makes sense. Data used in this way are called secondary data; they come in many forms and contain information on just about anything—depending on who collected the information in the first place, and why.

    As a health professional, you have access to a wide range of secondary data sources, including government agencies (such as, the Census Bureau or the Centers for Disease Control and Prevention) and private sources, including local health service providers. Global and international data are available from familiar sources, such as the World Health Organization and the United Nations. In addition, nearly every nation maintains statistics on social, economic, and environmental indicators, which contain a wealth of health information.
    As a member of the Walden community, you have access to the Inter-University Consortium for Political and Social Research (ICPSR), the world’s largest archival database of secondary data. You also have access to the Social Change Impact Report (SCIR) data sets—a Walden-owned database. There are also a number of sources and tutorials available to you through Walden’s Office of Research and Doctoral Quality.
    No matter the topic—be it vaccination rates, women’s access to mammography, or chronic lung disease—you can probably find an existing secondary data source related to the specific population health problem you are investigating. The next steps are to identify the variables in the data source that you would need to analyze to examine the association of interest and to assess the validity of the data source. For this Assignment, you delve into these issues in greater detail.

    Resources

    Be sure to review the Learning Resources before completing this activity.
    Click the weekly resources link to access the resources.

    [**WEEKLY RESOURCES**](https://waldenu.instructure.com/courses/155998/modules/items/6259729)

    [Required Readings](https://waldenu.instructure.com/courses/155998/pages/week-2-learning-resources?module_item_id=6259729)

    · Curley, A. L. C. (Ed.). (2024).
    _Population-based nursing: Concepts and competencies for advanced practice_ (4th ed.). Springer.

    · Chapter 7, “Using Information Technology to Improve Population Outcomes” (pp. 158-182)

    · Friis, R. H., & Sellers, T. A. (2021).
    _Epidemiology for public health practice (_ 6th ed.). Jones & Bartlett.

    · Chapter 4, “Descriptive Epidemiology: Person, Place, Time”

    · Chapter 5, “Sources of Data for Use in Epidemiology”

    · National Institutes of Health National Library of Medicine. (2019).
    [_Finding and using health statistics._ Links to an external site.](https://www.nlm.nih.gov/nichsr/stats_tutorial/cover.html) https://www.nlm.nih.gov/nichsr/stats_tutorial/cover.html

    SECONDARY DATA SOURCES

    Use the following resources to locate secondary data sources for this week’s Assignment:

    · Centers for Disease Control and Prevention. (n.d.).
    [_Data.CDC.gov: Home._ Links to an external site.](https://data.cdc.gov/) https://data.cdc.gov/

    · National Center for Health Statistics. (2015).
    [_Resources for researchers._ Links to an external site.](https://www.cdc.gov/nchs/nchs_for_you/researchers.htm) https://www.cdc.gov/nchs/nchs_for_you/researchers.htm

    · Walden University Office of Research and Doctoral Services. (n.d.).
    [_Explore existing datasets._ Links to an external site.](https://academicguides.waldenu.edu/research-center/student-research/data-sources) https://academicguides.waldenu.edu/research-center/student-research/data-sources

    · World Health Organization. (2021).
    [_WHO Data collections_ Links to an external site.](https://www.who.int/data/collections) [Data sets]. https://www.who.int/data/collections

    [Required Media](https://waldenu.instructure.com/courses/155998/pages/week-2-learning-resources?module_item_id=6259729)

    · Walden University, LLC. (2021).
    [_Descriptive epidemiology—person, place, and time_ Links to an external site.](https://cdn-media.waldenu.edu/2dett4d/Walden/PHLT/8072/DE/index.html) [Interactive media]. Walden University Blackboard. https://class.waldenu.edu

    · Walden University, LLC. (2021).
    [Theoretical models—One Health and socioecological modelLinks to an external site.](https://cdn-media.waldenu.edu/2dett4d/Walden/PHLT/8072/TM/index.html)[Interactive media]. Walden University Blackboard. https://class.waldenu.edu

    To prepare:

    · Consider a variety of population health problems and then select one of professional interest on which to focus for this Assignment.

    · Explore three data sources (data sets) presented in the Learning Resources that could aid you in describing the population and magnitude of the problem you selected. Consider the strengths and limitations of each data source.

    The Assignment

    In 4 pages (not including title page and references), analyze the data sources you selected by addressing the following:

    · Briefly identify the population health problem you selected.

    · Identify each data set you selected.

    · Identify the variables in each data set you would need to examine the association of interest.

    · Assess the validity of each data set. Has it been used for prior studies/publications?

    · Explain challenges you might face as a researcher in identifying a proper data set or securing permission to use it.

    By Day 7 of Week 2

    **Submit** your Assignment.

    submission information

    Before submitting your final assignment, you can check your draft for authenticity. To check your draft, access the
    **Turnitin Drafts** from the
    **Start Here** area.

    1. To submit your completed assignment, save your Assignment as
    **WK2Assgn_LastName_Firstinitial**

    2. Then, click on
    **Start Assignment** near the top of the page.

    3. Next, click on
    **Upload File** and select
    **Submit Assignment** for review.

    ## image1.jpeg

  • [Solved] week six responses

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  • [Solved] week 7 Discussion and Reflection

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  • [Solved] W9D9-HIMS

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    Types of healthcare analytics include _descriptive_ (what has happened), _predictive_ (what could happen), _prescriptive_ (what should we do), and _diagnostic_ (why did it happen). Discuss one of these analytics types you might have used in real life or can use to resolve any healthcare issue. Suppo…

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    Assignment Prompt & Instructions

    Types of healthcare analytics include _descriptive_ (what has happened), _predictive_ (what could happen), _prescriptive_ (what should we do), and _diagnostic_ (why did it happen). Discuss one of these analytics types you might have used in real life or can use to resolve any healthcare issue. Support your response with an example from healthcare where this type of data is used for managerial decision-making. Explain how it affected the made decisions and if it made the process more effective and efficient than if it were otherwise.

    Respond to a minimum two of your peers with a substantive comment assessing the offered examples in terms of the best application of data analytics type. Follow APA formatting, referencing credible evidence. Only one outside source is allowed. Use the content of this class as the main source of evidence.

    – 2 years ago