Data sources available for the proposed projects

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Research and discuss data sources available for the proposed projects. In previous weeks, I mentioned that my proposed topics are forecasting sales during different holidays and deciding which departments may need to increase their stock to meet the demand, to determine factors that contribute to employee retention and the correlation between when and why they choose to leave a company, and to explore the stock market and predict what it will do in the next 6 months, year, and so forth.

Data for holiday products was found in a Walmart Retail Dataset file provided by data.world that contains sales information over a 3-year period. The data has the dates purchased, what department the product came from, what product was sold, and more (Hoover, 2021). This will be beneficial for this particular project because it contains exactly what is needed to find what items are more likely to sell during holiday seasons. It can also be used to help other companies who sell similar items, decide what customers would like to purchase.

Data for the employee retention topic would need to allow sentiment analysis, therefore a survey or statements from employees would be required as well as company data that shows the duration of employees’ service. For the survey to take place, an Institutional Review Board would need to approve this project and the data sources. This is a reason why it is not my top project idea and it is likely to be the last choice on my list of three at this time.

Data for the final stock market project would likely need to be narrowed down to one specific stock, rather than the market as a whole. However, some market data of the S&P 500 would also be beneficial to understand the market as a whole and how it might play a part in an individual stock. If I were to choose this project, I would like choose the company, Tesla, as I have invested in them in the past and have found their projects to be reinvigorating. The dataset would likely come from Tesla’s Investor Relations page and Morningstar research investment analysis. The Investor Relations page contains quarterly earnings, annual reports, and events (Tesla, 2021). Morningstar is a famously-known investor site that also provides earnings and reports, but additionally includes stock data, company shares, and helps investors connect with the bigger picture (Morningstar, 2021).

The data itself is extremely important as it is what will be used to conduct business analysis with. However, previous textbook data, journal entries, and classwork will also be needed in order to bring the project to fruition as well as new research. Each project will require these sources. They will also require the use of Microsoft Excel and will likely use RStudio as I have found it to be helpful throughout my educational journey.

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Collaborative learning environment | genius home works

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Discuss project proposal with your peers and get their feedback. Review their proposals and provide your perspectives on their projects. Create a collaborative learning environment where you can learn from each other and get clarity on the proposed project.

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Convincing critique of liberalism – Marxism or Classical Realism? “

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approx 275 words per page



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Gastroesophageal reflux disease (GERD). | genius home works

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Scenario 1: Peptic Ulcer
A 65-year-old female comes to the clinic with a complaint of abdominal pain in the epigastric area. The pain has been persistent for two weeks. The pain described as burning, non-radiating and worse after meals. Denies N&V, weight loss or obvious bleeding. She admits to frequent belching with bloating.
PMH: seasonal allergies with Chronic Sinusitis, positive for osteoarthritis,
Meds: Claritin 10 mg po daily, ibuprofen 400-600 mg po prn pain
Family Hx-non contributary
Social history: Separated recently pending divorce; stressful situation with trying to manage two homes. Works as a Legal Assistant at a local law firm. She has 35 PPY of smoking, drinks 1-2 glasses of wine a day, and 6-7 cups of coffee per day. She denies illicit drug use, vaping or unprotected sexual encounters.
Breath test in the office revealed + urease.
The healthcare provider suspects the client has peptic ulcer disease.
Questions:

  1. Explain what contributed to the development from this patient’s history of PUD?
  2. What is the pathophysiology of PUD/ formation of peptic ulcers?

Scenario 2: Gastroesophageal Reflux Disease (GERD)
A 44-year-old morbidly obese female comes to the clinic complaining of “burning in my chest and a funny taste in my mouth”. The symptoms have been present for years but patient states she had been treating the symptoms with antacid tablets which helped until the last 4 or 5 weeks. She never saw a healthcare provider for that. She says the symptoms get worse at night when she is lying down and has had to sleep with 2 pillows. She says she has started coughing at night which has been interfering with her sleep. She denies palpitations, shortness of breath, or nausea.
PMH-HTN, venous stasis ulcers, irritable bowel syndrome, osteoarthritis of knees, morbid obesity (BMI 48 kg/m2)
FH:non contributary
Medications: Lisinopril 10 mg po qd, Bentyl 10 mg po, ibuprofen 800 mg po q 6 hr prn
SH: 20 PPY of smoking, ETOH rarely, denies vaping
Diagnoses: Gastroesophageal reflux disease (GERD).
Question:

  1. If the client asks what causes GERD how would you explain this as a provider?

Scenario 3: Upper GI Bleed
A 64-year-old male presents the clinic with complaints of passing dark, tarry, stools. He stated the first episode occurred last week, but it was only a small amount after he had eaten a dinner of beets and beef. The episode today was accompanied by nausea, sweating, and weakness. He states he has had some mid epigastric pain for several weeks and has been taking OTC antacids. The most likely diagnosis is upper GI bleed which won’t be confirmed until further endoscopic procedures are performed.
Question:

  1. What are the variables here that contribute to an upper GI bleed?

Scenario 4: Diverticulitis
A 54-year-old schoolteacher is seeing your today for complaints of passing bright red blood when she had a bowel movement this morning. She stated the first episode occurred last week. The episode today was accompanied by nausea, sweating, and weakness. She states she has had some LLQ pain for several weeks but described it as “coming and going”. She says she has had a fever and abdominal cramps that have worsened this morning.
Diagnosis is lower GI bleed secondary to diverticulitis.
Question:

  1. What can cause diverticulitis in the lower GI tract?

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Criminal justice system | genius home works

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When people talk about the value of criminological theory in the criminal justice system, theory guides the development of policy and programs allowing for the prevention of crime, improvement in public safety, and programs and policy to reduce recidivism. Criminological theory, even those earliest of theories, have come to influence society. However, as your readings highlight, one of the pressing challenges is that for many people, theory is abstract—it is all academic. Therefore, it is important that you learn what theory looks like in practice.

Using your reading assignments, intellipath® lessons, and other resources, create an 11-slide presentation that visually describes theory. For example:

What does social disorganization look like?
What does broken windows look like?
What does routine activities theory look like?
Your task is to explain your selected criminological theory through a visual presentation.

The specific steps to build your presentation are as follows:

Create an introductory slide that explains what criminology is in general and what criminological theory represents.
Select 3 of following the theories covered in your readings to cover in the body of your presentation:
Social ecology
Critical criminology
Social disorganization
Strain theory
Rational choice
Routine activities
Neutralization
Broken windows
For each selected theory, create:
1 slide that gives a summary of the theory
1 slide with an image representing the theory
1 slide with an explanation of why the image represents some aspect of the theory.
Create a conclusion slide highlighting the value of criminological theory in reducing crime.

Sample Solution

The role of security officer/manager and law enforcement

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The role of security officer/manager and law enforcement officer have the same main goal being crime prevention, but the reasons for preforming the duties, target “audience”, and delivery method are quite different as we see on figure 7.1 in Private Security and Law by Charles Nemeth. First is the reason for crime prevention. Security companies need profits from clients to operate and provide crime prevention services when paid by a specific client for a specific job. Law enforcement agencies provide crime prevention services on the tax payers dollar and preform this task in order to keep the peace in the general area of their jurisdiction not just a specific client in a focused area. The target audience for security companies is whoever has them on their payroll and in contrast law enforcement agencies provide this to all citizens within their area of operation. When examining table 7.1 and 7.2 in Private Security and Law we also see that the importance of each task ranked by importance to each type of officer. In table 7.2 for the law enforcement officer we see that the arrest and prosecution of criminals is much higher on the list when compared to privatized security officers. A security officer will stay at his post and prepare for a known criminal to try to breach his layers of security and try to prevent this. A law enforcement officer may do the same at public events, but they will also go out into their communities and actively search for these criminals in a general area.
A security officers actions may not only effect himself but also the company he works for as made evident on page 156 of Private Security and Law. An employer will be held liable for any actions made by their employee. The videos we watched in week one come to mind again with security officers pulling out weapons unprovoked and then immediately being held responsible for their negligence. If someone had died the officer, security company, and business hiring the security company could be held liable.
We also see in Private Security and Law on page 233 that officers who restrain or detain an individual without a proper reason “…may be criminally liable for false imprisonment.” If a security officer impedes on a citizens rights knowing they haven’t actually done anything wrong or are they are the first aggressor in a violent act they will be held liable for the outcomes of those situations and put the companies employing them in a compromising position.

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Emotions can lead to resistance and damage relationships if not handled correctly

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Discuss emotion issues and give examples. AT LEAST 8-10 SENTENCES. Sample Solution

The post Emotions can lead to resistance and damage relationships if not handled correctly first appeared on genius home works.

Strategic Planning | genius home works

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In today’s economic environment, which of the five steps in the strategic planning process do you think is the most important? Give an example of an industry where this would be the most important step. Do you think that a different industry might place more emphasis on another step in the strategic planning process? Why?

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Naturalistic observations | genius home works

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Discuss the advantages and disadvantages of the following non-experimental designs:

naturalistic observations
phenomenological studies
case studies
archival studies
If you were asked to use one of these designs in a study next week, which non-experimental design would you select and why?

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When a naturalistic observational study would be the most appropriate design to select.

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Discuss examples of when a naturalistic observational study would be the most appropriate design to select.

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