Purpose In addition to instrumental assumptions, behavioural researchers suggest the study of individual traits such as personal innovativeness (PI), users’ satisfaction and other theoretical beliefs for example quality and general usage patterns as the latent determinants of early and post-adoptions of technological innovations. In the context of Higher Education Commission digital library of Pakistan, the purpose of this paper is to examine the relationship of PI, quality of digital resources and generic usability of digital libraries (DL) with users’ satisfaction. Design/methodology/approach To guide the conceptual model of this study, five hypothesized relationships were formulated. Adopting a quantitative approach, snowball sampling techniques were used. A total of 464 users of DL enrolled in different programs of study in the universities of Pakistan participated and responded to the survey. For data analyses, partial least squares, a method in the structural equation modeling was used. Findings Analyses reveal positive and strong relationships of PI, quality of digital resources and generic usability of DL with users’ satisfaction. Thus, the findings of this study established personal traits as the significant determinants of intention to adopt DL. Research limitations/implications The decision of effective adoption is manipulated by the extent of users’ willing (PI), level of satisfaction, the image of quality and users’ past experience with the use of related innovations. Thus, librarians in addition to the system features should also focus on individual characteristics and quality of resources that probably influence adequate adoption of DL. Originality/value In the Pakistani context, this study is the first attempt that examined the relationship of PI, the usability of DL and quality of digital resources with users’ satisfaction. Research model of this study can be used in future research. Also, this study extended the scope of theories of adoption towards DL.
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