Quantum computing uses quantum physics concepts to provide extraordinary processing capacity. However, mistakes caused by decoherence and quantum noise pose a significant threat to quantum microprocessor dependability. Quantum error correction (QEC) is essential for minimizing faults and maintaining the stability and functioning of quantum systems. This study examines the impact of QEC on the reliability of quantum microprocessors. Using a survey-based approach, data were collected from researchers and practitioners in the field of quantum computing. The survey captured insights on QEC implementation, its challenges, and its effects on microprocessor performance. Descriptive statistics, correlation analyses, and regression models were employed to analyze the data. The results highlight significant positive correlations between the implementation of QEC and improvements in microprocessor reliability. The regression analysis identifies the perceived benefits of QEC as the strongest predictor of enhanced reliability, despite the notable challenges and computational overhead associated with QEC implementation. The findings underscore the necessity for ongoing advancements in QEC codes and techniques to overcome these challenges. This study contributes to a deeper understanding of QEC's role in developing practical and robust quantum computing systems, paving the way for future innovations in this transformative technology.