Vaccine hesitancy has been inching up and its root cause lies in the factors that influence the vaccination. The present study was conducted to find out the proportion and factors contributing to vaccine hesitancy for routine childhood vaccinations in the slum population. A community-based cross-sectional study was carried out among 210 children between the age group of 0 and 59 months residing in the urban slums of Ranchi in 2021. Data were collected during the household visit by interviewing the parents using a predesigned pretested interview schedule which was developed based on the validated version of the vaccine hesitancy survey questionnaire originally developed by the World Health Organization Strategic Advisory Group of Experts' working group on vaccine hesitancy. Associations between variables were analyzed using logistic regression. A total of 210 children whose parents had given consent were included in our study. The majority of the families, 188 (89.5%), were not hesitant while only 22 (10.5%) were vaccine hesitant. Tribal children and unreserved category children had adjusted odds ratio of 4.41 (95% CI, 1.61-45.46) and 7.75 (95% CI, 1.07-56.08) for the delay as against their reference category. Most of the children were vaccinated in our study area and the families have shown confidence in vaccines. Although there were delays in vaccination and the reasons for the delays must be addressed to prevent these vaccine-hesitant populations from turning into vaccine-refusal population. Uniformity in vaccination days in different health facilities in slum areas, appropriate antenatal information, and counseling regarding childhood vaccinations, widespread awareness, and improving mother's education can help address the issue of vaccine hesitancy.