For each question that uses an interval or ratio scale, include a frequency dist
ID: 2926825 • Letter: F
Question
For each question that uses an interval or ratio scale, include a frequency distribution chart, central tendencies (mean, median, and mode), and dispersion metrics (range, standard deviation – demonstrate the standard deviation calculation for at least the responses to one question). If you have an open-ended question or questions that use a nominal or ordinal scale, include a cross-tabulation table.
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Semantic Scale No (0)----------(100) Yes Responses Number of People per Response 0 2 16 1 30 1 31 1 50 5 60 1 65 1 66 1 77 1 80 1 81 1 83 1 85 2 90 5 91 1 92 1 95 1 96 1 100 2Explanation / Answer
here the variable is the responses(say X) and the corresponding frequencies are (number of people per response)
so frequency distribution chart is as follows
xi fi cumulative frequency(less than type) relative frequency(fi/sum(fi))
0 2 2 1/15
16 1 3 1/30
30 1 4 1/30
31 1 5 1/30
50 5 10 1/6
60 1 11 1/30
65 1 12 1/30
66 1 13 1/30
77 1 14 1/30
80 1 15 1/30
81 1 16 1/30
83 1 17 1/30
85 2 19 1/15
90 5 24 1/6
91 1 25 1/30
92 1 26 1/30
95 1 27 1/30
96 1 28 1/30
100 2 30 1/15
so mean=sum(xi*fi)/sum(fi)
=(0*2+16*1+30*1+31*1+50*5+60*1+65*1+66*1+77*1+80*1+81*1+83*1+85*2+90*5+91*1+92*1+95*1+96*1+100*2)/30
=67.7667 [answer]
median is the middle most value
there are all total 30 values.
so the median is that value of x which corresponds to the 15th value
now from the third column of the frequency distribution table we find that 80 corresponds to the 15th value
hence median is 80
mode is that value which has the highest frequency
50 and 90 have the highest frequencies(both equal to 5)
hence there are two modes: 50 and 90
range=max value - min value
now here max value is 100 and min value is 0
hence range=100-0=100
the standard deviation is given as
sqrt[sum(xi-mean(x))2fi/sum(fi)]
=sqrt[[(0-67.7667)2*2+(16-67.7667)2*1+(30-67.7667)2*1+(31-67.7667)2*1+(50-67.7667)2*5+(60-67.7667)2*1+(65-67.7667)2*1+(66-67.7667)2*1+(77-67.7667)2*1+(80-67.7667)2*1+(81-67.7667)2*1+(83-67.7667)2*1+(85-67.7667)2*2+(90-67.7667)2*5+(91-67.7667)2*1+(92-67.7667)2*1+(95-67.7667)2*1+(96-67.7667)2*1+(100-67.7667)22]/30]=29.04
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