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. 2025 Feb 28;25:324. doi: 10.1186/s12913-025-12438-w

Table 4.

Results of the hypothesis tests for the proposed research model using SEM

Hypothesis Path β C.R p Decision
H1a SQ  →  CS 0.19 3.31  < .001*** Accepted
H1b SQ  →  CP 0.17 2.74 0.01** Accepted
H2a IQ  →  CS 0.37 5.55  < .001*** Accepted
H2b IQ  →  CP 0.004 −0.05 0.96 Rejected
H3a ISQ  →  CS 0.13 2.08 0.04* Accepted
H3b ISQ  →  CP −0.14 −2.19 0.03* Rejected
H4a ORG  →  CS 0.29 4.74  < .001*** Accepted
H4b ORG  →  CP 0.28 4.24  < .001*** Accepted
H5a ENV  →  CS 0.02 0.5 0.62 Rejected
H5b ENV  →  CP −0.004 −0.08 0.94 Rejected
H6 CS  →  CP 0.50 6.08  < .001*** Accepted

β Standardized regression weights, C.R Critical Ratio, p Signification value, SQ system quality, IQ Information quality, ISQ IT service quality, ORG Organization, ENV Environment, CS Clinician satisfaction, CP Clinician performance

*P < 0.05

** P < 0.01

*** P < 0.001 level