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. 2020 Apr 12;229:107762. doi: 10.1016/j.ijpe.2020.107762

Table 1.

Details of measures and results of validity tests.

Constructs and indicators Loadings (t-values)
Slack resourcea,d (CR = .96; AVE = .81; CA = .95).
Our company often has uncommitted resources that can quickly be used to fund new strategic initiatives .87(20.99)
Our company usually has adequate resources available in the short run to fund its initiatives .90(fixed)
We are often able to obtain resources at short notice to support new strategic initiatives .91(23.44)
We often have substantial resources at the discretion of management for funding strategic initiatives .92(24.34)
Our company usually has a reasonable amount of resources in reserve .89(22.25)
Recoverabilitya,d (CR = .96; AVE = .82; CA = .96). Over the past 3 years, whenever our operations fail or breakdown due to a disruptive event,
it does not take long for us to restore normal operation .89(fixed)
our company reliably recovers to its normal operating state .88(20.82)
our company easily recovers to its normal operating state .91(22.68)
our company effectively restores operations to normal quickly .92(22.68)
we are able to resume operations within the shortest possible time .92(22.86)
Disruption absorptiona,d (CR = .92; AVE = .66; CA = .92). For the past 3 years, whenever disruptive events occur,
our company is able to carry out its regular functions .83(fixed)
our company grants us much time to consider a reasonable response .71(12.77)
our company is able to carry out its functions despite some damage done to it .83(15.98)
without much deviation, we are able to meet normal operational and market needs .87(16.97)
without adaptations being necessary, our company performs well over a wide variety of possible scenarios .85(16.40)
our company's operations retain the same stable situation as it had before disruptions occur for a long time .79(14.73)
Operational efficiencya,e,c (CR = .90; AVE = .65; CA = .90). Over the past 3 years,
the costs we incur in running our core operations has been… .66(fixed)
the volume of waste in processes that we record has been … .87(11.81)
the volume of material waste recorded in our company has been … .88(11.95)
overhead costs incurred by our company has been … .78(10.89)
the volume of idle capacity/resources our company experiences has been … .82(11.35)
Disruption orientationa,d (CR = .85; AVE = .58; CA = .84).
We always feel the need to be alert to possible disruptive events .77(fixed)
Previous unplanned disruptions show us where we can help improve our company's operations .83(12.63)
We think a lot about how threatening events could have been avoided .74(11.45)
After an unplanned operational disruption has occurred, our management lead in analyzing it thoroughly .69(10.67)
Operational disruptionb,d. Unexpectedly,
some of our employees leave their posts (i.e., quit their job)
some of our suppliers fail to make deliveries
we experience vehicular breakdowns
we experience service/product failure
we run out of cash for running day-to-day operations
we experience machine/technology downtime/failure
we experience a shortage of raw materials
we experience power cuts
some of our service providers fail to honor their promises

Notes.

a

reflective scale.

b

formative scale.

c

scale was reverse-coded.

d

“strongly disagree (=1)" to “strongly agree (=7)".

e

“very low (=1)” to “very high” (=7). CR = composite reliability, AVE = average variance extracted, CA = Cronbach's alpha.