A Comparative Study on Music Streaming Apps Using ANNOVA
Author:- Raksha Kumbhare
Introduction
The growth of digital technology has changed the way people listen to music. Music streaming apps like JioSaavn, Hungama Music, Wynk Music, and Gaana are widely used because they provide easy access to songs and personalized features. As competition among these apps increases, it is important to understand user preferences and satisfaction. This study compares popular music streaming applications using survey data to identify differences in user usage and preference.
Objective Of Study
he main objective of this study is to compare user responses toward four popular music streaming applications—JioSaavn, Hungama Music, Wynk Music, and Gaana. The study aims to identify whether there is a significant difference in the average ratings given by users to these platforms. Additionally, the study seeks to understand which application performs better in terms of overall user preference based on survey data.
Literature Review 1
Previous studies on digital music streaming services highlight that user satisfaction is strongly influenced by factors such as sound quality, ease of use, availability of content, and subscription cost. Researchers have found that applications offering regional content and user-friendly interfaces tend to attract a larger user base. Statistical analysis tools like ANOVA are commonly used in such studies to compare multiple platforms and identify significant variations in user perception.
Literature Review 2
Recent research in consumer behavior suggests that brand loyalty in music streaming services is closely related to personalized recommendations and uninterrupted streaming experience. Studies comparing multiple music applications reveal that even small differences in service quality can significantly impact user ratings. The use of quantitative survey methods combined with inferential statistics provides reliable insights into consumer preferences and helps in making data-driven conclusions.
Data Collection
The data for the present study was collected through a structured survey questionnaire administered to respondents. The survey included ratings for four music streaming applications—JioSaavn, Hungama Music, Wynk Music, and Gaana—using a numerical scale. A total of 40 responses were collected for each application, resulting in 160 observations. The collected data was analyzed using one-way ANOVA in MS Excel to examine whether there is a statistically significant difference between the mean ratings of the selected music streaming platforms.
|
ANOVA |
|||||||
|
Source of Variation |
SS |
df |
MS |
F |
P-value |
F crit |
|
|
Between Groups |
139.5438 |
3 |
46.51458 |
5.568258 |
0.001178 |
2.662569 |
|
|
Within Groups |
1303.15 |
156 |
8.353526 |
||||
|
Total |
1442.694 |
159 |
|
|
|
|
H₀: All the selected music streaming applications have the same mean rating.
H₁: At least one of the selected music streaming applications has a different mean rating.
Based on the ANOVA results, the p-value is compared with the level of significance (0.05). Since the p-value is less than 0.05, the null hypothesis (H₀) is rejected, indicating that all the music streaming applications are not rated the same and at least one application differs from the others.
Conclusion
The ANOVA results indicate that there is a significant difference among the mean ratings of JioSaavn, Hungama Music, Wynk Music, and Gaana, as the calculated F value is greater than the critical F value and the p-value is less than 0.05. This suggests that users do not rate all music streaming applications equally. Among the four platforms, Gaana shows the highest average rating, indicating greater user preference, while JioSaavn has the lowest average score. Therefore, it can be concluded that user satisfaction varies across different music streaming services, and platform features play a crucial role in shaping user perception.
Reference
The study is based on primary data collected through a self‑designed questionnaire.