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DESCRIPTIVE ANALYSIS1DESCRIPTIVE ANALYSIS8Examining .docx
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DESCRIPTIVE ANALYSIS 1 DESCRIPTIVE ANALYSIS 8 Examining Measurements of Central Tendencies Examining Measurements of Central Tendencies This discussion board is based on the measurement of central tendencies whereas the nominal, ordinal, interval and ratio allow researcher to analyze data. Each of these measurements provide researchers with the ability to measure sets of data that do not represent numerical values. Salkind (2017) defined a level measurement with an outcome that fit into one and only class or category as nominal. The level of measurement assigns value to a specific item than assign a value to the item based on the appeal to an individual. The nominal measurement that I chose was labor force status. The descriptive characteristics that were chosen for the completion of the data set were represented some form of employment. Salkind (2017) explained the ordinal measurement as the characteristic of the assigning order or ranking data. The ordinal measurement that I chose was a ranking of how individuals view their political affiliations. The characteristics were assigned a value which for the mean, median and mode to be determined. The sum of a data set divide by the number data points represents the mean (Salkind, 2017). The mean for a data set may be skewed based on extreme number contained in the set of number. By focusing on the median, Salkind (2017) defined as a true midpoint of the data set that does not take in consideration extreme number. The median produces a more conclusive number that is related to the true data without influences. When analyzing data, situations may occur where the data is repetitive. This repetition of the number in a data is known as the mode (Salkind, 2017). A data set may have multiple modes and may have greater determining factor mean and how the data is interpreted. Nominal Data The nominal data set for ‘Labor for status’ comprised of 10 descriptive terms that represents some phase of employment. The data were assigned numbers 0 to 9 based on the stage of employed (e.g. “working fulltime” =1). The data set consisted of 575 respondents of which only one data was missing. The data shows that nearly 60% of respondents reported that were “working fulltime”. The corresponding value associated with “working fulltime” was 1. The data show that most respondents are employed in some fashion calculating a mean of 2.57, median of 1 and a mode of 1. The median of 1 seems to be an anomaly in the data based on the data set range of nine. The standard deviation of 2.246 and variance of 5.044. Based on the information analyzed, 68% of the respondents are represented between .33 and 4.81. The variance shows the consistency of the data based on the distance from .33 to 4.81. Statistics Labor force status N Valid 574 Missing 1 Mean 2.57 Std. Error of Mean .094 Median 1.00 Mode 1 Std. Deviation 2.246 Variance 5.044 Skewness 1.088 Std. Error of Skewness .102 Kurtosis -.392 Std..
DESCRIPTIVE ANALYSIS1DESCRIPTIVE ANALYSIS8Examining .docx
DESCRIPTIVE ANALYSIS1DESCRIPTIVE ANALYSIS8Examining .docx
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DESCRIPTIVE ANALYSIS1DESCRIPTIVE ANALYSIS8Examining .docx
DESCRIPTIVE ANALYSIS1DESCRIPTIVE ANALYSIS8Examining .docx
DESCRIPTIVE ANALYSIS1DESCRIPTIVE ANALYSIS8Examining .docx
DESCRIPTIVE ANALYSIS1DESCRIPTIVE ANALYSIS8Examining .docx
Central tendency spread - symmetry (4.0)
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