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FPS Latency Study

Does ping really affect your game performance?

PythonStatistical AnalysisResearch MethodologyHCI
Feb 2025 – Apr 2025
FPS Latency Study

Overview

As a gamer, I always wondered whether network latency genuinely impacts performance or if players just blame lag for their mistakes. I designed and conducted a complete HCI study to find out.

The Problem

While gamers universally complain about lag, there was limited empirical evidence specifically measuring the relationship between ping and in-game performance metrics in competitive FPS games.

Approach

Recruited N=18 Counter-Strike 2 players (ages 18–24). Conducted in-depth interviews about their latency experiences. Collected match data across different ping conditions. Performed statistical analysis using Pearson correlation.

Challenges

Controlling for confounding variables (player skill, server conditions, time of day). Recruiting enough participants for statistical significance. Designing interview questions that avoid bias.

Results

Ping vs. K/D ratio: Pearson r = -0.72, p < 0.01 (strong negative correlation). Accuracy degradation: -18% to -35% at higher latencies. Reaction time increase: +30 to +60 ms. Accepted as a poster at CHI 2026 in Barcelona.