Male Singers Preference Survey Using Anova: Single Factor
Author: Nandini Tamilan
1 F2 2024-26 – 021330124034, ITM Business School, Kharghar, Maharashtra, India
* Corresponding Author E-mail: tamilannandini@gmail.com
Introduction: Music holds a special place in people’s lives, with different singers resonating uniquely with each listener. This report analyzes the preferences of students at ITM Business School student’s rankings of popular male singers: Kishore Kumar, Sonu Nigam, Mohit Chauhan, and Arjit Singh. ANOVA: Single Factor is used to determine if there is a significant difference in the ratings.
Objective: To find out if there are significant differences in the preferences of students of ITM for the rankings of popular male singers: Kishore Kumar, Sonu Nigam, Mohit Chauhan, and Arjit Singh.
Data Collection: Students of ITM Business School were surveyed. Each student rated the 4 popular male singers i.e Kishore Kumar, Sonu Nigam, Mohit Chauhan, and Arjit Singh on a scale of 1 to 10, were 1 indicates low preference and 10 indicates high preference. The ratings were recorded for analysis.
Data Analysis: The ANOVA: Single Factor test was performed to compare the means of the ratings across the four genres.
The hypotheses for the test are:
• Null Hypothesis (H0): There is no significant difference in the average ratings of Kishore Kumar, Sonu Nigam, Mohit Chauhan, and Arjit Singh.
• Alternate Hypothesis (H1): At least one of the singer has a significantly different average rating.
The results of the ANOVA: Single Factor test are as follows:
Anova: Single Factor
Anova: Single Factor
Anova: Single Factor
SUMMARY
Groups Count Sum Average Variance
Column 1 25 133 5.32 9.31
Column 2 25 143 5.72 9.876667
Column 3 25 154 6.16 9.973333
Column 4 25 138 5.52 9.76
ANOVA
Source of Variation SS df MS F P-value F crit
Between Groups 9.68 3 3.226667 0.33162 0.802493 2.699393
Within Groups 934.08 96 9.73
Total 943.76 99
Since the p-value (0.802493) is much larger than the standard significance level of 0.05, we fail to reject the null hypothesis.
Conclusion: There is no significant difference in the average ratings of kishore kumar, Sonu Nigam, Mohit Chauhan, Arijit Singh among ITM Business School Students.