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Quantitative analysis

You will be using SPSS software to do most of your analyses. SPSS is at the mercy of your input.

Properly classifying the variables that are part of a study is essential to a correct analysis in SPSS. SPSS classifies variables as nominal, ordinal, or scale and requires explaining any coding of your data in areas such as the Values column of Variable View.

Define the term variables in quantitative analysis? (You do not need to explain the differences between dependent and independent variables, instead focus on the type of data that can be entered for nominal, ordinal, and scale data.)
What are the key differences between nominal, ordinal, and scale data? Provide an example of each type of data.
In what situations could you find each type of data?
Why is it important in SPSS that you correctly define the variables in Variable View?

Sample Solution

levant IT software can relieve pressure save time and increase accuracy however the scope of the role would be far greater. 3.3 Analyse key factors & trends impacting on a school: See Appendix 2: Political: Brexit is causing a lot of uncertainty with our European students and teachers; Brexit could cause a significant reduction in students from across Europe and reduce the diversity in schools also increase in staffing problems due to the lack of teachers from European countries filling in posts, teachers who bring new cultures and approaches to our schools and community. With so much turmoil in the government school policies like the national funding formula has been pushed back. Economic: The rise in the minimum wage enables families to have more disposal income, therefore working extra hours or a second job may not be necessary which enables parents to devote more time to their children’s schooling and activities. Social: Schools are adopting specific behaviours to improve outcomes for disadvantaged pupils, implementing community centered strategies for parent involvement, monitoring of progress and providing individual learning support; schools have systems in place for early identification and intervention. Pupil premium awarded to raise attainment and also different strategies are used to engage with the disadvantaged families to increase parental engagement and improve academic performance. Technological: Smart apps and devices are fast and furious, schools are confronted with challenging issues from online risks such as violation of privacy or fraud, schools are expected to educate children by raising awareness about these risks and how to avoid them, however budget restrictions is causing to be a barrier on latest ICT equipment and software. 3.4 Explain how a range of analytical tools can be used to investigate & address key management issues within a school: Using analytical tools widens the approach of thinking, enabling SBMs to solve a problem, be predictive and be implementable. I believe the aim of using analytical tools is to sharpen the focus of the analysis and to ensure methodical, balanced approach, e.g. SWOT- helps to focus on internal and external factors, which SBMs can use to identify issues as well as barriers and solutions, useful to spot danger and improve weakness. PESTLE tool can be used to analyse various external factors, which impact schools.
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