Research self-efficacy helps predict the individual interest and confidence in conducting research. The study was conducted to identify the research self-efficacy among nurses working in a group of tertiary hospitals and their research-related behavior. The study design was descriptive cross-sectional and conducted among nurses at Hamad Medical Corporation, Qatar Convenient sampling was done and 500 is the sample size. Data were collected through an online survey during 2 months in 2019 by using a validated "Nursing Research Self-Efficacy Scale" questionnaire. The scale includes 38 items under five domains, and the response was collected on a Likert scale from 1 to 5. The authors of the scale suggested excellent reliability score for the subscales, ranging from .94 to .97 and the existence of subscales was supported by exploratory and confirmatory factor analysis. A completed survey was collected from 780 nurses. The mean self-efficacy score was 2.92 ± 0.97. The mean score for the subscale of obtaining science-based knowledge resources was the highest (3.24 ± 1.03) and the lowest for critically read and evaluate qualitative research literature (2.63 ± 1.12). Nurses with higher educational qualifications and those who enrolled in any educational program further to their nursing education have statistically significantly high research self-efficacy. The overall research self-efficacy of working nurses is moderate. However, nurses' confidence in the ability to perform critiquing research and understand the concept and methodology in research is minimal. Introduction of nurse-tailored research training, which covers fundamental aspects of research to an advanced level, will help make them more confident in research.