SPSS Analysis Task

1. a. Distributions of a Histogram

Points on one side of the average make up a normal distribution. In Excel, use the AVERAGE function to find the average. Statistical functions are where the AVERAGE function is found. It will calculate the average of the arguments and return that figure. It’s used to find the arithmetic mean of a set of numbers. The function is important for finding the average of numbers as a financial analyst. are just as likely to happen as if you were on the opposite side of the average.

Two peaks characterize a bimodal distribution. The data from a bimodal distribution should be isolated and studied separately as normal distributions.

A distribution that is random: There is no discernible pattern in a random distribution, and there are multiple peaks. It’s possible that several data qualities have been merged in a random distribution histogram. As a result, the data must be isolated and evaluated individually.

The statistics and empirical evidence that might address these questions are discussed in this entry. Here, we’ll concentrate on self-reported happiness and life satisfaction as measured by surveys. Here’s a sneak peek at what the numbers show.

In surveys that ask about life satisfaction and happiness, human well-being is accurately quantified.

Life satisfaction and happiness vary substantially within and between countries. A simple statistical analysis demonstrates that levels of human entertainment span the entire spectrum.

People who are wealthy report being happier than those who are poor; wealthy countries record high levels of happiness; and many countries with ongoing economic progress report increased levels of happiness over time. As a result, research has found a link between income and health satisfaction (albeit different).

Marriage and divorce are significant life events that affect our happiness, yet they have a surprisingly small long-term impact. People, according to the research, tend to adapt to changes.

b. Table:

c. . Summarizing and organising data in a logical manner are examples of descriptive statistics. In contrast to inferential statistics, descriptive statistics seek to interpret data rather than extrapolate results from a sample to the entire population. We normally talk about the data from the sample at this point. Descriptive statistics are not based on probability theory like inferential statistics.

The Central Tendency Index is a metric that measures how strong the central tendency is.

A central trend is defined as a single number that sums up the entire set of steps, the “middle” number, and the set in some way.


The average trend of data, or the number at which all data is still dispersed, is referred to as a measure or rate.


The median is the number that divides data into two equal sections whether it is organised in ascending or descending order, meaning that the number of phrases on the right is equal to the number of words on the left.


Mode is the most common name in a data set, i.e. the word with the highest frequency.

Spread / Dispersion is a measurement of how widely something is spread.

The idea of variability in your data is referred to as Measure of Spread.

Rate of deviation

Standard deviation is used to calculate the average distance between two values. That is, how frequently data deviates from the definition. A low standard deviation indicates that the data points are clustered around the given price data, whereas a higher standard deviation indicates that the data points are distributed across a wider range of values.

It stands for “Perfect Deviation” / “Deviation” / “Deviation” / “Deviation” / “

The proportion of the absolute difference between each value in a set of values and the proportion of the set’s total values.

The distinction

Each value and definition variant is separated by a medium square distance. To put it another way, the square of a standard deviation.


Skewness is a metaphor for the random value of a random number of distribution opportunities in close proximity to your definition. The rate of inclination might be positive or negative, or it can be undetermined.

In the entire normal distribution, the tails on both sides of the curve are a direct reflection of each other.


Kurtosis interpretation used to be a contentious issue, but that is no longer the case. It’s all about the outliers and the fact that they exist. When compared to a traditional distribution, kurtosis reveals whether data has a heavy tail (many outliers) or a light tail (no outliers).


A mathematical method for assessing if two variables are related and how tightly they are related is called a correlation.

2. a The SPSS system was used to examine the data. At first, descriptive statistics were utilised, such as conventional tables and percentages. “Gender,” “age,” “length or years of service,” “branch,” and “marriage status” are among the descriptive questions in Table 1. The following is a summary of the descriptive statistics of the participants, as displayed in the graph:

b. Correlation:

Teacher satisfaction has a r = 0.534 correlation with health satisfaction, while work satisfaction has a r2 = 0.286 correlation with health satisfaction. As can be seen, the alignment and descending coefficients are very strong. Job satisfaction is deemed a positive and substantial effect on teacher health satisfaction because the value level is less than 0.01.

c. Correlation is particularly essential in this subject as a measure of the correlation between test results and other performance indicators. It is feasible to gain a precise image of someone’s ability to collaborate. In the case of teaching departments, the relationship between work and enjoyment of life is put to the test, with kindergarten instructors having a particularly strong bond. In other words, kindergarten educators’ job satisfaction has a significant impact on their overall happiness. There is a correlation between job happiness and health satisfaction, according to study. Married professors have better relationships and marital status than non-married professors. Teachers who are married report higher levels of satisfaction than those who are single.

3. a. Difference:

b. Table:

c. Histograms depict the distribution of your progressive data. They’re great testing tools since they disclose aspects of your sample data that abbreviated statistics can’t. Histograms can help you see your data while moderate deviations can provide you a numerical summary.

d. This research investigates the social status and supportive community interactions that determine the diversity of children’s happy lives. Research on children’s life satisfaction can aid efforts to improve children’s quality of life. The findings demonstrate how societal change and social interactions have a variety of effects on life’s pleasures. The pattern of divergence was compared to that of other developed countries’ youth.

4. Overall conclusion:

This study aimed to determine the association between work and teacher satisfaction in those who have had a setback, and the relationship between work and teacher satisfaction in their marital status has a significant relationship at the 0.05 level. The link between job satisfaction and overall health Turkey, 22 research On the other hand, they want to know what impact teacher satisfaction has on their overall health satisfaction. According to the findings, there is a very strong association (r = 0,534) between satisfaction and happiness. According to the findings of the study, there is a favourable and positive association between job and life satisfaction (r = 0,286). The data show that there is a considerable and significant link between teacher work and health satisfaction.

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