Table 5 Mediation analysis results...

Table 5

Mediation analysis results

Mediation path	Direct effect (β)	Indirect effect (β)	Total effect (β)	Pathway a (%)	Pathway B (%)	Mediation type
Digitalization → organizational readiness → short-term efficiency and service performance	0.38***	0.25**	0.63***	60.3	39.7	Partial
Digitalization → organizational readiness → adaptability	0.36***	0.24**	0.60***	60.0	40.0	Partial
Digitalization → organizational readiness → resilience	0.34***	0.23**	0.57***	59.6	40.4	Partial
Localization → organizational readiness → short-term efficiency and service performance	0.37***	0.26**	0.63***	58.7	41.3	Partial
Localization → organizational readiness → adaptability	0.38***	0.26**	0.64***	59.4	40.6	Partial
Localization → organizational readiness → resilience	0.35***	0.24**	0.59***	59.3	40.7	Partial
Regulatory reform → organizational readiness → short-term efficiency and service performance	0.36***	0.23**	0.59***	61.0	39.0	Partial
Regulatory reform → organizational readiness → adaptability	0.34***	0.22**	0.56***	60.7	39.3	Partial
Regulatory reform → organizational readiness → resilience	0.35***	0.21**	0.56***	62.5	37.5	Partial

Mediation path	Direct effect (β)	Indirect effect (β)	Total effect (β)	Pathway a (%)	Pathway B (%)	Mediation type
Digitalization → organizational readiness → short-term efficiency and service performance	0.38***	0.25**	0.63***	60.3	39.7	Partial
Digitalization → organizational readiness → adaptability	0.36***	0.24**	0.60***	60.0	40.0	Partial
Digitalization → organizational readiness → resilience	0.34***	0.23**	0.57***	59.6	40.4	Partial
Localization → organizational readiness → short-term efficiency and service performance	0.37***	0.26**	0.63***	58.7	41.3	Partial
Localization → organizational readiness → adaptability	0.38***	0.26**	0.64***	59.4	40.6	Partial
Localization → organizational readiness → resilience	0.35***	0.24**	0.59***	59.3	40.7	Partial
Regulatory reform → organizational readiness → short-term efficiency and service performance	0.36***	0.23**	0.59***	61.0	39.0	Partial
Regulatory reform → organizational readiness → adaptability	0.34***	0.22**	0.56***	60.7	39.3	Partial
Regulatory reform → organizational readiness → resilience	0.35***	0.21**	0.56***	62.5	37.5	Partial

Note(s):

β = standardized path coefficient. Indirect effects are estimated using bootstrapping (5,000 resamples). Pathway A (%) = direct effect/total effect × 100. Pathway B (%) = indirect effect/total effect × 100. ** p < 0.01; *** p < 0.001

Source(s): Authors’ own work

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