Efficiency Unleashed by Examining Response Time Enhancement for Student Club Activities in iOS App and Web Application

The aim of this research is to analyze and enhance the response time of digital platforms, including both mobile apps and web applications, dedicated to student club activities. Materials and Methods: A sample size of <tex xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">$\mathrm{N}=12$</tex> is used for testing both the web and iOS applications. To guarantee 80% statistical power, sample sizes are calculated using G Power. Results: In contrast to the IOS application, which responds in 27.33 ms, the WEB application has a faster accuracy rate at 21.00 ms. Considering that the two have a p-value of 0.003 <tex xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">$(\mathrm{p} &lt; 0.05)$</tex>, this indicates a statistically significant difference. Conclusion: The Web application's response time of 21.00 ms is less accurate than the iOS application's 27.33 ms.