The purpose of the present study is to examine potential influences of certain user-driven factors on the intentions to use or target video digital libraries. The overarching objective of the study is to present a validated research model which depicts such phenomenon between users and video digital libraries. A total of 229 respondents participated in an online survey, which included questions for seven distinct variables: retrieval functionality, user interface characteristics, user support, collection quality, perceived ease of use, perceived usefulness, and intention to use. Multiple regression and correlation coefficient were used to analyze the collected survey data and test the hypotheses for validating the proposed research model. The preliminary results show that both perceived ease of use and perceived usefulness are determinant factors of users' intention to use video digital library resources. In addition, retrieval functionality, user support, and collection quality significantly affected users' perceived ease of use of digital library resources. Further study of additional variables is currently in progress in order to assess influential factors that affect use of digital video libraries and ultimate adoption of such tools.