Author : Krish Shetty
Roll No: 021331025208
1. Introduction
The television and streaming industry has witnessed rapid growth due to increased content availability, higher subscription rates, and changing viewer preferences. Popular television series such as Breaking Bad, Dark, Game of Thrones, and The Boys are among the most widely watched shows. Viewer satisfaction plays an important role in determining a series’ popularity and long-term success. This study examines whether viewers perceive any significant difference in satisfaction levels among selected television series based on their ratings.
2. Objectives of the Study
• To analyze viewer ratings of selected television series
• To compare the average satisfaction ratings of Breaking Bad, Dark, Game of Thrones, and The Boys
• To examine whether there is a statistically significant difference in viewer satisfaction using one-way ANOVA
3. Literature Review
The television and entertainment industry is highly competitive, with content creators focusing on storytelling, production quality, and audience engagement. Previous studies suggest that viewer satisfaction is influenced by factors such as plot quality, character development, production value, and originality. This study compares viewer satisfaction across four popular television series using primary data and applies one-way ANOVA to determine whether the mean ratings differ significantly.
4. Data Collection
The study is based on primary data collected from respondents who rated television series on a scale of 1 to 10, reflecting their overall satisfaction.
4.1 Sample Design
Sample size: 168 respondents
Television series studied:
1. Breaking Bad
2. Dark
3. Game of Thrones
4. The Boys
Responses per series: 42
5. Statistical Tool Used
A One-way Analysis of Variance (ANOVA) was used to compare the mean viewer satisfaction ratings of the four television series.
6. Hypotheses
Null Hypothesis (H₀):
There is no significant difference in the mean viewer satisfaction ratings of Breaking Bad, Dark, Game of Thrones, and The Boys.
Alternative Hypothesis (H₁):
There is a significant difference in the mean viewer satisfaction ratings of at least one television series.
7. Data Analysis and Results
Breaking Bad – Mean: 8.071, Variance: 4.019
Dark – Mean: 7.571, Variance: 4.251
Game of Thrones – Mean: 6.786, Variance: 4.904
The Boys – Mean: 7.357, Variance: 6.821
ANOVA Results:
Calculated F-value = 2.3828
P-value = 0.0713
Significance Level (α) = 0.05
8. Interpretation of Results
Since the P-value is greater than 0.05, the null hypothesis is not rejected. This indicates that the differences in mean satisfaction ratings among the four television series are not statistically significant.
9. Conclusion
The study concludes that there is no statistically significant difference in viewer satisfaction levels among Breaking Bad, Dark, Game of Thrones, and The Boys. Although numerical differences exist, viewers perceive all four series as offering similar levels of entertainment quality and satisfaction.
10. References
Anderson, E. W., Fornell, C., & Lehmann, D. R. (1994). Customer satisfaction, market share, and profitability: Findings from Sweden. Journal of Marketing, 58(3), 53–66. https://doi.org/10.1177/002224299405800304
Luo, X., & Homburg, C. (2007). Neglected outcomes of customer satisfaction. Journal of Marketing, 71(2), 133–149. https://doi.org/10.1509/jmkg.71.2.133
Nielsen. (2022). The state of binge-watching: Global media and entertainment report. Nielsen Holdings.