Background: The kidneys are the main organ for drug excretion, and it is critical to assess kidney function when designing dosage regimens for drugs that undergo renal elimination. Various formulae have been used to estimate kidney function and safely adjust doses. Objective: This research reviewed studies that assessed patients' kidney function with various approaches to provide appropriate choices of kidney function estimation formulas based on patients' age and clinical conditions. Method: The search involved browsing scientific articles in PubMed and ScienceDirect with the keywords (("assessment") AND ("GFR") AND ("formula")) OR ("renal function") AND ("human")) AND (“Creatinine”). The articles included were those available in full text and English. Thirty articles addressing the formulae for kidney function assessment were reviewed. Result: The Schwartz formula is more appropriate for pediatric and adult patients, whereas the creatinine-based chronic kidney disease epidemiology (CKD-EPI) formula can be used in geriatrics, obese patients, and patients already known to have decreased kidney function. The cystatin C-based CKD-EPI formula is for patients with HIV and post-transplant patients. Conclusion: This study identified that physiological conditions, especially patients’ age and pathology, should be considered in devising formulae to estimate kidney function to accurately calculate safe drug doses.