Despite its advantages, bibliometric analysis also faces several challenges:
Data Quality: Incomplete or inaccurate metadata can skew results. Field-Specific Variability: Different fields have varying citation behaviors, which can affect comparative analysis. Language Bias: Publications in non-English languages may be underrepresented. Time Lag: There is often a delay between publication and citation, impacting real-time analysis.