To what extent will does correlation and extrapolation assist Nintendo in forecasting sales?

To what extent will does correlation and extrapolation assist Nintendo in forecasting sales? (34 marks) Correlation is the relationship between two variables. Extrapolation is related to correlation, as it involves plotting a linear regression curve (also known as a line of best fit) which is based upon how two variables are correlated, and extending the line to predict future values. For Nintendo, a computer game and console manufacturing company, a common example would be the relationship between the level of advertising expenditure and the effect of this on sales of its products. The graph to the left shows a strong positive correlation between sales and advertising, meaning if Nintendo increases its advertising, they can expect to see an increase in sales. Because all values are close to the line, as advertising expenditure increases on the x-axis, sales on the y-axis increase proportionately. The regression line can be extended past the '80' figure (meaning £80million) to predict what sales will be like if they spend £100million or even £900million. The uses of such analysis to Nintendo are to an extent very valuable. By creating a scatter graph like the one above, Nintendo can spot trends and forecast future events. For example, they could estimate demand at a certain point in the coming year. One would expect demand to surge at Christmas time when people are

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  • Level: GCSE
  • Subject: Business Studies
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Explain how economists model how an increase in government expenditure can lead to a greater increase in national income.

Explain how economists model how an increase in government expenditure can lead to a greater increase in national income. Ans. National income is the total amount of wealth that accrues to the permanent residents of a country as a result of the production of goods and services within a country during the course of a year. It is important to measure national income because it shows whether the standard of living in a country is rising or falling and it can be used as a means of comparison between other countries. It is also useful to measure income against past income in the same country to see whether the economy is growing or declining. An increase in government expenditure is an injection in the circular flow on income. An injection is an addition to the circular flow of income. The diagram above illustrates some of the injections and leakages in the economy. It is however very important to find out exactly what will be the effect on the economy from an increase in injections. Economists do this by calculating the multiplier effect of the increase in the government expenditure on the economy. The multiplier indicates how many times that the injection of original spending circulates through a local economy. As a result of re-spending, it benefits the local people. The formula for calculating the multiplier effect is 1/(1-MPC). When there is an increase in the

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  • Subject: Business Studies
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Explain how twin and adoption studies attempt to distinguish genetic and environmental factors underlying the onset of schizophrenia within families. Review the studies and discuss two limitations of this.

Psychology Essay Explain how twin and adoption studies attempt to distinguish genetic and environmental factors underlying the onset of schizophrenia within families. Review the studies and discuss two limitations of this. Schizophrenia is the label applied to a group of disorders characterised by severe personality disorganisation, distortion of reality, and an inability to function in daily life. Symptoms are mainly disturbances of thought processes, but also extend to disturbances of emotion and behaviour. There are two symptom categories - acute schizophrenia characterised by positive symptoms, such as hallucinations and delusions; and chronic schizophrenia, characterised by negative symptoms such as apathy and withdrawal. However, DSM-IV has now moved away from these definitions and classified schizophrenia into three main sub-types: paranoid, disorganised and catatonic. Understanding Schizophrenia More research has, probably, been devoted to trying to understand the nature of schizophrenia than any other mental disorder. Somatogenic approaches have focused on the role of genetic mechanisms influencing the propensity to develop schizophrenia, while psychogenic approaches emphasise the effect of adverse childhood experiences, particularly abnormalities in family interaction in the aetiology of the disorder. Twin studies Twin studies offer a

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  • Level: AS and A Level
  • Subject: Science
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Compare and contrast the Functionalist and Marxist views of society.

Compare and contrast the Functionalist and Marxist views of society. Sociology has been classified as the last in a long line of emerging scientific disciplines which people have developed and explored in order to make sense of their world. Early theories such as the positivist approach of Comte, the functionalist views of Emile Durkheim and the conflict perspectives of Karl Marx have offered a view of why human beings behave as they do and how they fit together in society. Each theory has to some extent been shaped or influenced by the approach of others and many sociological explanations have comparisons or contrast that can be made. Browne once said "sociological perspectives centre on how much freedom or control the individual had to influence society" He goes on to comment on the two main approaches "structuralism is concerned with the overall structure of society and the way social institutions act as a constraint, or limit and control individual behaviour". Structuralism offers a view of the individual being controlled by the society they live in, Marx and Durkheim are similar in that they can both be described as structuralists, however their individual ideas are somewhat different. Functionalism was developed by Emile Durkheim, he believed like Comte that sociology should be viewed as a precise science and that society should be studied objectively. Durkheim

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Was Nicholas II responsible for his own downfall?

Was Nicholas II responsible for his own downfall? Nicholas II acted as an autocratic monarch rather than a constitutional leader, and this was a factor in his eventual downfall and abdication. Other factors included, him leaving Russia in the incapable hand of his wife, Alexandra, who herself was greatly influenced by Rasputin. The 'Holy Man' Rasputin was becoming more and more popular with Alexandra for helping their only son, Alexis's with his haemophilia, and his strange but powerful brand of spirituality certainly affected both Alexandra and Nicholas. It could be argued that Nicholas was himself responsible for allowing the power of Rasputin to extend so far and to influence his political decisions. Historians are in agreement that Nicholas lacked the necessary skills and qualities to rule a rapidly changing country. There were however factors outside of Nicholas' control, including his son's illness, that he could not be held directly responsible for. Indeed Russia was a huge country which was very hard to govern even for the most competent Tsar. One of the first factors which Nicholas was responsible for was his weak character and the fact that he allowed Alexandra to be so dominant. She encouraged him to hold on to his absolute power when a change in his style of leadership may have been a more politically useful tactic. A very significant contributing

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  • Level: GCSE
  • Subject: History
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Is Beauty the Key to a Better Life?

Shawna Danielson Kellie Clemmer Psych 1110 23 February 2009 Is Beauty the Key to a Better Life? . What am I being asked to believe or accept? Attractiveness plays an important role in whether or not an individual will be successful- both at home and in the workplace. Some individuals argue that attractiveness can hinder a persons chance for a successful relationship and can belittle their talents and intelligence. Others argue that attractiveness can improve an individual's chances of having a happy, successful relationship, and that beautiful people earn more, live longer, and have better lives. 2. What evidence is there to support the assertion? Our American culture looks to a women's body, and physical appearance, as a way of determining femininity (Kalof, 1999). There is evidence that suggests that physical attractiveness influences others perceptions and evaluation, treatment afforded by others, and overt behavior and self-perception. This occurs throughout an individual's lifespan, in both men and women, and in other cultures as well (Baron, Markman, & Bollinger, 2006). For centuries, beauty has been equated with having positive qualities. Beautiful people are perceived as having elegant homes, expensive cars, and successful lives. They are also expected to be healthy, wealthy, ad wise (Van Leeuwen & Macrae, 2004). They are also perceived as being more

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The comparison of antibacterial properties of herbal products and standard antibiotics

The comparison of antibacterial properties of herbal products and standard antibiotics Introduction: This is As biology coursework, studying the area of microbiology the main investigation contains the comparison of antibacterial properties of herbal products and standard antibiotics. Aim: The aim is to investigate the effect of herbal products against standard antibiotics on bacteria growth. To examine the extent to which the herbal products (tea tree oil and peppermint oil) and the standard antibiotics (penicillin and streptomycin), reduce bacteria growth of E.coli and M.luteus. This will be discovered by measuring the growth of bacteria on the agar plates and comparing the results. Background information: The proposed aim surrounds the study of bacteria growth and various other products, which can have an affect on the growth rate; it is therefore necessary to look deeper into the topic criteria to get a wider understanding and to help design an appropriate hypothesis. From self-knowledge antibiotics are chemicals produced by microorganisms, which are designed to inhibit and destroy specific pathogens when used at low temperatures. Antibiotics release chemicals, which inhibit bacterial growth and work on a specific action site. The first founded antibiotic was penicillin discovered accidentally by Alexander Fleming in 1928 from a mold culture. It can be

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Evaluate the strategies that a business can adopt during a recession

Evaluate the strategies that a business can adopt during a recession A recession, two negative quarters of GDP in an economy, is inevitably going to lead to a business getting less customers. Its overhead costs will be the same, but its unit costs will be higher because it will not be producing as many products but will still have these fixed costs. This will make the business less profitable in the short-term and so strategies must be implemented to try to improve the business's short-term and long-term prosperity. Such strategies might include improving its cash flow position, downsizing, decreasing its costs, decreasing its gearing and managing its receivables and payables more carefully. A strategy of improving cash flow will involve many aspects. They will need to decrease their fixed costs so that their unit costs will decrease and it will be easier to make a profit in the difficult economic climate. This may involve selling off excess machinery or ordering less inventories, or it may involve increasing its operational efficiency by holding less inventories and thus lowering its storage costs. Ultimately, improving its cash flow will enable the business to remain more liquid in hard times, where investors (e.g. banks) will be less financially lenient, in the way of loaning money to businesses, during a recession. Thus it is more crucial than ever for a business to

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  • Level: AS and A Level
  • Subject: Business Studies
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Discuss issues with biological therapies

Discuss issues with biological therapies Biological therapies arise from the medical model of abnormal behaviour: mental disorder is an illness which results mainly from a chemical imbalance. Biological treatments are designed to redress this imbalance, through the administration of chemical drugs known as chemotherapy, electroconvulsive therapy, and, in rare cases, psychosurgery. As well as mental disorders, the biological approach also gives an explanation and treatment for stress and the role of stress management. This approach also shows the link between stress and the immune system. Anorexia and bulimia nervosa are also explained by the medical model. Chemotherapy involves the use of drugs to treat mental disorders. For example anti-anxiety drugs consist of a class of drugs called benzodiazepines and minor tranquilliser designed to reduce levels of anxiety. These include Librium and Valium which were introduced in 1950s, and soon became the most prescribed drug in the world. However, the side-effects include drowsiness, dependence, withdrawal and toxicity However, benzodiazepines have been found to be effective in reducing symptoms of anxiety and panic. Gelernter and found them to be more effective than a placebo for social phobia and Lecrubier found that 60% of patients with panic disorder remained free of panic while on medication. Antidepressant drugs are

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  • Subject: Psychology
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How do individual differences influence stress levels?

How do individual differences influence stress levels? The extent to which stress can affect a person is largely dependant on the type of personality they possess. An individual with a Type A personality is categorised as having aggressive tendencies combined with being a competitive high achiever with a fixation on time management. It is thought that these types of traits lead to increased stress levels and blood pressure, which in turn increase the possibility of developing coronary heart disease (CHD). This theory was tested by Friedman and Rosenman in the Western Collaborative Group Study (1960). They used around 3000 middle aged men that lived in California, and tested them for indicators of CHD before assessing their personality. After eight years they found that twice as many participants diagnosed as Type A died of cardiovascular trouble than those diagnosed as Type B (personalities lacking in the traits characteristic of Type A). It was also found that Type As are more likely to smoke and had higher blood pressure and cholesterol levels, all of which are causes of cardiovascular problems. This does show a correlation between this type of personality and stress related death, but not a definite cause and effect. The experiment also does not take into account that many Type As had a family history of cardiovascular problems, which is indicative of genetic condition

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  • Subject: Psychology
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