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Table 7 Hypotheses testing results

From: Testing the success of real-time online delivery channel adopted by higher education institutions in the United Arab Emirates during the Covid-19 pandemic

# Study hypothesis T-statistics p-values Status
H-1a Information quality → Perceived usefulness 10.276 0.000*** Accepted
H-1b Information quality → User satisfaction 15.196 0.000*** Accepted
H-2a System quality → Perceived usefulness 4.796 0.000*** Accepted
H-2b System quality → User satisfaction 2.566 0.010** Accepted
H-3a System importance → Perceived usefulness 7.082 0.000*** Accepted
H-3b System importance → User satisfaction 6.061 0.000*** Accepted
H-4a System prior-use → Perceived usefulness 4.426 0.000*** Accepted
H-4b System prior-use → user satisfaction 1.036 0.300 Rejected
H-5 Perceived usefulness → Future-use intention 15.457 0.000*** Accepted
H-6 User-satisfaction → Future-use intention 4.857 0.000*** Accepted
Total indirect effects T statistics p values
Information quality → Future-use intention 11.625 0.000***
System quality → Future-use intention 4.532 0.000***
System importance → Future-use intention 7.151 0.000***
System prior-use → Future-use intention 3.892 0.000***
Specific indirect effects T statistics p values
Information quality → Perceived usefulness → Future-use intention 8.917 0.000***
System quality → Perceived usefulness → Future-use intention 4.556 0.000***
System importance → Perceived usefulness → Future-use intention 6.185 0.000***
System prior-use →  Perceived usefulness → Future-use intention 4.272 0.000***
Information quality → User satisfaction → Future-use intention 4.699 0.000***
System quality → User satisfaction → Future-use intention 2.194 0.028*
System importance → User satisfaction → Future-use intention 3.685 0.000***
System prior-use → User satisfaction → Future-use intention 0.977 0.328
  1. Note: *Significant at.05; **Significant at .01; ***Significant at 0.001