This analysis was deemed necessary as differences can exist on the basis of an overall group effect and not an individual variable (question) effect and visa versa.
Male Mean Per Question Analysis x Department

Source of Sum of d.f.

Mean

Variation

Squares between error

Required F. value: 4.21 ? < 0.05

Concluding Statement: With a received F. value of 1.04 and a required value of F = 4.21 the conclusion can be drawn that no statistically significant differences exist in attitude toward Career Choice, Professional Relationships and Development for male radiographer participants within the three health care departments at a probability level of 95%. Therefore, all three health care groups consisting of males perceive attitudes towards Career Choice, Professional Relationships and Development the same.

Female Mean Per Question Analysis x Department

Source of Sum of d.f.

Mean

Variation

Squares between error

Required F. Value: 4.21 ? < 0.05

Concluding Statement: With a received F. value of 0.1757 and a required value of F…...

statistical data being the driver of what choice is chosen and why. The concepts that lead to the decision, the inclusion of proper probability concepts, the outcome of the decision with statistical data to back it up, the tradeoffs between accuracy and precision, and the decision itself are to be discussed in this report. The business decision that will be discussed will be whether the Hostess empire should have been shut down given the events and labor union efforts that were going on at the time.
Decision Made & What Led to It

One concept that had to be assessed during the Hostess drama was two-fold with both dimensions of the decision being very hard. The first part was how expensive it was per day to have the unions on strike and the probability that the strike would be stopped before it was fiscally too late to recover from the bakeries…...

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References

Feintzeig, R. (2012, November 20). Hostess Plans to Liquidate After Mediation Fails

WSJ.com. The Wall Street Journal - Breaking News, Business, Financial and Economic News, World News & Video - Wall Street Journal - Wsj.com. Retrieved March 24, 2013, from  http://online.wsj.com/article/SB10001424127887323713104578131502378821868.html 

McCoy, K., & Higgins, L. (2012, November 21). Hostess gets OK from judge to liquidate. USA TODAY: Latest World and U.S. News - USATODAY.com.

Retrieved March 24, 2013, from  http://www.usatoday.com/story/money/2012/11/21/

When leaders in the field of criminal justice are going to develop, change or implement policies within their field, it is always important that these developments, changes and implementations are grounded in evidence. Evidence-based practice is universally recognized as essential to good decision making (Noe, Hollenbeck, Gerhart & Wright, 2003). In order to use the evidence, one has to obtain the evidence—and that happens by way of statistical analysis and research. Researchers who gather, assess and use statistical data to understand an issue and devise a solution to a problem are grounding their work in evidence that can be quantified. When evidence can be quantified—i.e., statistically measured—it is easier to see when policies are working and when they are not. For example, in criminal justice policy making, leaders might want to institute a new way method for police to report internally on abuses in the workplace. The method they choose,…...

Take for example a human resource manager who is interested in how three different departments in a business situation waste time on the internet on a given day when they should be doing company business. The human resource person would collect data through a time study process and determine the number of times each employee in each department logs on and off the internet for personal business. The times would be collected, added together and the times of each department converted to percentages. In the example presented, the human resource manager can report that, cumulatively, the employees in Department 1 spent a total of 5 hours a day on the Internet, Department 2 employees 2 hours a day and Department 3 spent 6 hours. The raw numeric count is then converted to percentages and the pie chart would look like the following (Ohlson, 2005):

The solution to the data presented above…...

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References

Ohlson, E.L. (1998). Best Fit Statistical Practices. Chicago: ACTS Testing Labs. p.43

Weirs, Ronald M. (2005). Introduction to Business Statistics. Scranton, PA: Brooks/Cole

Publishing Company.

Chart/Graph

Because the nature of economic and business phenomena is clearly statistical in nature and the need for a scientific approach is becoming more and more necessary, so statistical analysis has become an integral part of every aspect of theoretical and applied research.

The inter-dependence of economies and the development of global markets has introduced new levels and sources of competition for the businesses. Businesses face new levels of risk as the markets in which they operate become more open. Should they invest in new capacity to be able to compete more effectively? How exposed a position can they afford to take in their key markets? In short, how does a business cope with the risks inherent in the modern economy? When uncertainty is so high, the management has no choice but make the use of the statistics to justify their decisions. So statistical devices are a set of tools that can…...

Evidence-based practice (EBP) is defined as the conscientious, judicious, and explicit use of current best evidence to make decisions about patient care. EBP incorporates the best available evidence in order to guide nursing care and improve patient outcomes. This will assist health practitioners to address health care questions by using an evaluative and qualitative approach. EBP is a problem-solving approach to clinical practice and involves the search for and critically appraising the most relevant evidence, one\\'s clinical experience and the preferences of the patient (Fortunato, Grainger, & Abou-El-Enein, 2018). The process involved in EBP allows the practitioner to assess research, clinical guidelines, and other information resources that are based on high-quality findings and apply the results obtained to improve their practice. Since EBP heavily relies on research and searching for available evidence to support a hypothetical question in order to solve a current problem, it is vital that one understands and…...

After analyzing all the data, researchers found their hypothesis to be true. There was a significantly higher percentage of both depression and anxiety disorder within individuals with afflicted family members, "The team found a 45% increased risk for depressive disorders and a 55% increased risk for anxiety disorders among the Parkinson's relatives," (Bakalar 2007). The newly published study found that an astounding fifty percent increase in both disorders when compared to family members without the disorder. Another surprising fact found through analyzing the data was that individuals had an even higher risk of exhibiting depression and anxiety disorder when their family member had been afflicted by Parkinson's disease earlier in life than when compared to those who were afflicted with the disease later in life. This study had proven the detrimental effects of the disease on all those involved in the situation.
The methodology used to analyze the data was…...

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Works Cited

Bakalar, Nicholas. (December 2007). "Patterns: Parkinson's Raises Risks of Depression

In Relatives."

Cohort.com. (2007). "ANOVA in CoStat (Including Experimental Designs, Unbalanced

Designs, Missing Values, Multiple Comparisons of Means, Planned Contrasts, and Orthogonal Contrasts).  http://www.cohort.com/costatanova.html

Statistical concepts have literally thousands of applications, but I will focus on those that apply to several major fields: political science, marketing, economics, social services, and insurance. Statistics are so key to the nature of these fields that most of them could not exist without concepts such as the median and sampling.
Political campaigns are designed to appeal to targeted demographics, which form the basis for blocks of voters. Whereas Abraham Lincoln wrote the Gettysburg address on the train to Pennsylvania on the back of an envelope, modern political speeches are designed to specifically appeal to a median group of voters, and to reflect the reasoning skills and personal tastes and values of these voters. A concept like the 'Axis of Evil,' seems adolescent to university professors and political analysts, but speech writers didn't have these people in mind when they created the concept; by definition, the median IQ is 100.…...

Data AnalysisTo analyze this data, one must identify the variables and their types. The variables in this dataset are: Participant: Categorical (1 = yes, 0 = no) Extra-Curricular Involvement: Categorical (1 = yes, 0 = no) Residence: Categorical (On campus, Off campus, Parents) Motivation: Numerical (1-10) Life Satisfaction: Numerical (1-10) Exam1: Numerical (0-100) Exam2: Numerical (0-100) Exam3: Numerical (0-100)One can analyze this data using descriptive statistics and data visualization techniques to understand the relationships between variables. Here are some possible analyses that one can perform:1. Descriptive statistics for each variable: Participant: 8 participants (53.3%) are not involved in the program, and 7 participants (46.7%) are involved. Extra-Curricular Involvement: 7 participants (46.7%) are involved in extra-curricular activities, and 8 participants (53.3%) are not involved. Residence: 5 participants (33.3%) live on campus, 4 participants (26.7%) live off campus, and 6 participants (40%) live with their parents. Motivation: The mean motivation score is…...

Data Input
Printed Questionnaires. Manual data input method is appropriate for printed questionnaires. Since questionnaires are printed and therefore can be accessed as a hardcopy, the only way to input data on it is through manual writing. If the data will be transferred into a database, the appropriate method of data input is through data entry.

Data entry on a computer is the appropriate method for this situation. For instance, while a surveyor is communicating with an interview over the phone, a computer in front of him can help him take note of the information from the telephone survey.

Bank Check. Data entry to a database or bar code are the appropriate methods for this situation. Bank Check information can be keyed into a database or through scanning of the bank check's bar code.

etail Tags. Bar code is the most appropriate method of data input from a retail tag. A bar code…...

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References

How Important Are Computer Clock Speed?

Retrieved on November 2, 2005 from Online. Web site:

 http://www.allbusiness.com/articles/StartingBusiness/817-25-1852.html 

How Computer RAM Works.

Another statistical measure that should be implemented is the use of statistical techniques to measure the side effects of certain drugs and medications given to patients.
Possibly one of the most important statistical aspects that should be applied to modern nursing is the creation of clinical pathways in hospitals. The development of clinical pathways are related to "…attempts to reduce hospital utilization" and "cost-containment initiatives" ( Lagoe, 1998) There are many variables that have to be statistically considered in this regard and statistical analysis of data provides insight into the clinical pathway; for example, an analysis of the variables relating to the hospital population.

While data and information collection processes are important, they are dependent on accurate and dependable analysis techniques to be effective and of use in nursing. While nursing is known as a profession that stresses qualitative aspects, there is an increasing emphasis on the accurate quantitative side of…...

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References

Giuliano K. And Polanowicz M. (2008) Interpretation and Use of Statistics in Nursing research: AACN advanced critical care (AACN Adv Crit Care), 19(2).

Lagoe R. ( 1998) Basic statistics for clinical pathway evaluation. Nursing Economics, May-June, 1998. Retrieved April 9, 2009 from  http://findarticles.com/p/articles/mi_m0FSW/is_n3_v16/ai_n18607850/ 

Maindonald J. THIS PASSIONATE STUDY -- a DIALOGUE WITH

FLORENCE NIGHTINGALE. Retrieved April

power of statistical analysis is the power to define, interpret, and understanding numerical data which represents patterns in the real world. Without the ability to measure statistical data, the empirical, hypothetical world of educational models would not be able to be checked by actual performance in the absolute. While statistics has applications in many fields, statistical data is possibly the most powerful when used to identify patterns in personal behavior, and other fields of study which do not exhibit direct patterns across a sampling group. For example, mathematical equations govern how a specific metal will respond to different loads, and different conditions. However, there are no direct mathematical equations which govern the percentage of teenage drivers who will be involved in traffic accidents over a period of time. In order to interpret the influential factors over teen drivers, a statistical measurement of actual experience can be undertaken. Through statistical…...

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Regarding a linear regression analysis of this relationship, we find that the slope of the line is close to 0.5, and the relationship is a direct linear relationship between the amount of tar in a cigarette and the amount of nicotine.

Nonlinear trends in statistical data can be the most challenging to work with. When non-linear relationships exist, there may be a mathematical relationship which is based on a logarithm, or other multi-factor influence. However, true non-linear relationship, such as the height and weight of a specific person who shops in a given department store may leave the statistician without any relationship whatsoever. Non-linear data can also be the result of data which is being acted on by an artificial, outside force. In this case, the statistician is able to verify the existence of an outside force, and then approach the process of identifying the force.

An example of this situation is the expected relationship between supply and demand, and company profit based on the sales of a given product in the market place. In the early 1980's, the Coleco company produces a product called "Cabbage Patch dolls." The typical lifecycle of a new toy product is one to two years, but Coleco was able to extend the life of their product for four to five Christmas seasons by artificially affecting the relationship between supply and demand. The company had the production capacity to produce 4-5 times the amount of dolls which it shipped to the market during the first three years of the dolls life cycle. This would have produced a typical bell shaped curve, plotting a rising demand, and increasing profits which gave way to a declining demand and declining profits in a short period. However the company did not produce product equal to their capacity, nor equal to the demand. As a result, the company was able to continue a high level of demand, and an inflated retail based on the high demand for an extended period. The result was that the doll stayed popular for almost a decade, and the company was able to reap ongoing higher levels of profits. The longer bell curve, identified by an irregular and nonlinear relation between time and supply and demand was created by the unique marketing strategy for the company.

Statistical Research
A study performed by Sarah Kang and Lorenzo M. Polvani from the Columbia University claims the Earth's ozone layer hole has affected atmospheric circulation in the Southern hemisphere all the way to the equator, leading to increased rainfall in the subtropics (Kang, 2011). Previous work showed the ozone caused a dominant westerly jet stream in the mid-latitudes to move toward the pole with accompanying shifts in precipitation patterns. This study used different computerized climate models in the effort to identify the impact of the ozone depletion compared to other factors. The experiment found moistening in high latitudes, drying in mid-latitudes, and moistening in the subtropics. etween fifteen and thirty five degrees south, the researchers saw about a ten percent increase in precipitation. The depletion of the ozone layer, from 8 to 25 miles up, has caused severe cooling in the stratosphere, expanding to the troposphere, and altering in the…...

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Bibliography

Significant Ozone Hole Remains Over Antarctica. (2011, Oct 21). Retrieved from Science Daily:  http://www.sciencedaily.com/releases/2011/10/111020145106.htm 

Kang, S. & . (2011, Apr 22). Study Links Ozone Hole to Weather Shifts. Retrieved from The Earth Institute Columbia University:  http://www.earth.columbia.edu/articles/view/2802 

Karoly, D. (2012, Sep 14). The Antarctic ozone hole and climaste change: an anniversary worth celebrating. Retrieved from The Conversation:  http://theconversation.edu.au/the-antarctic-ozone-hole-and-climate-change-an-anniversary-worth-celebrating-9404 

Ozone Hole Watch. (n.d.). Retrieved from NASA:  http://ozonewatch.gsfc.nasa.gov/meteorology/annual_data.html

The four possible points which could be the optimal solution are labeled from one to four. The solutions to these are then given in Table 1, along with the profits which would result from these combinations. The values of each of these points were calculated by solving the simultaneous equations where the lines crossed. It can be seen from Table 1 that the maximum profit would be reached by producing 20 beef dinners and 40 fish dinners each day.
Figure 1: Feasible region for the linear programming problem

Table 1: esultant profits from each of the critical points

Point

Value of X1

Value of X2

esultant Profit

Now Excel may also be used to solve this problem. The solution which is given is shown in Figure 2. From this it may be confirmed that the optimal solution for the restaurant is to prepare 20 beef meals and 40 fish meals each night. The sensitivity report is…...

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References

Banker, R.D. & Morey, R.C. (1986). Efficiency analysis for exogenously fixed inputs and outputs. Operations Research, 34(4), 513-521.

Brusco, M.J. & Johns, T.R. (1998). Staffing a multiskilled workforce with varying levels of productivity: An analysis of cross-training policies. Decision Sciences, 29(2), 499-515.

Chase, R.B. & Apte, U.M. (2007). A history of research in service operations: What's the big idea? Journal of Operations Management, 25(2), 375-386.

Gattoufi, S., Oral, M. & Reisman, a. (2004). A taxonomy for data envelopment analysis. Socio-Economic Planning Sciences, 38(2-3), 141-158.

In other words, p values correspond to statistical significance, while NNT corresponds to clinical significance. In clinical trials, statistical validity reflects the theoretical basis of the study, with hypotheses being formulated and quantified in terms of likelihood. Clinical significance is concerned with the practical outcome of trials, and with the results of actual treatment and how this relates to the hypotheses that are proven or void.
2.

In nursing practice, both statistical and clinical significance play an important role in research. In practice, however, it is clinical significance that should have the greatest impact upon nursing practice. Clinical significance provides actual data from research conducted to determine such effects. It concerns the outcome of trials, while statistical significance is more concerned with determining new research and the likelihood of success before trials have been conducted.

Indeed, Davidson notes that an advantage of NNT is the format of its results -- resulting from…...

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References

Davidson, Richard a. (1994) Does it Work or Not?: Clinical vs. Statistical Significance. Chest, Vol. 106, No. 3. Retrieved from http://chestjournal.chestpubs.org/content/106/3/932.long

Kain, Z.N. (2005, Nov.) the Legend of the P. Value. Anesthesia & Analgesia, Vol. 101, No. 5. Retrieved from  http://www.anesthesia-analgesia.org/content/101/5/1454.full

Here are some options for essays on gender equality in your community or culture:

1. Research-based essay: Explore the current state of gender equality in your community or culture by examining statistical data, trends, and research findings. Discuss the barriers to gender equality that exist and propose potential solutions to address these challenges.

2. Persuasive essay: Make a case for why gender equality is important in your community or culture by presenting arguments and evidence to support your position. Use persuasive language and rhetoric techniques to convince readers of the need for greater gender equality.

3. Historical essay: Trace the history of gender....

I. Introduction

A. Hook: Begin with a compelling statement about Ida B. Wells's life and legacy as an investigative journalist and civil rights activist.
B. Thesis statement: Clearly state the main argument of the essay, which will explore the significance of Wells's work in the context of her time and its ongoing relevance today.

II. Early Life and Education

A. Wells's childhood in rural Mississippi and her experiences with racism and discrimination.
B. Her education and early career as a teacher and journalist.
C. The influence of her family and community on her social and political consciousness.

III. Investigative Journalism and Anti-Lynching Campaign

A. Wells's groundbreaking investigative journalism....

Outline for an Essay on Gun Control Laws

I. Introduction
A. Hook: Begin with a startling statistic or a thought-provoking question to grab the reader's attention.
B. Background: Provide a brief overview of the gun control debate in the United States, including the history and evolution of gun laws.
C. Thesis statement: Clearly state the main argument that will be supported in the essay, taking a stance on whether gun control laws should be strengthened or weakened.

II. Body Paragraph 1: Arguments for Gun Control Laws
A. Topic sentence: Present the first reason why gun control laws should be strengthened.
B. Supporting....

A thesis statement for an expository essay on work-life balance could be: "This essay will explore the importance of achieving work-life balance by examining the physical and mental health benefits, as well as its positive effects on productivity and overall satisfaction in both professional and personal spheres." To further refine this thesis statement, you could consider including specific examples or case studies that support the argument for work-life balance. For instance, you could mention studies that show how companies with work-life balance initiatives have lower turnover rates and higher employee engagement. Additionally, you could incorporate statistical data that highlights the prevalence....