. 2022 Sep 30:1–28. Online ahead of print. doi: 10.1007/s10479-022-04983-y

Table 2.

Supply chain resilience phases benefitted most by AI and BDA

Supply Chain Resilience Phase	Readiness	Response	Recovery	Adaptation
BDA	13 studies (Bag et al., 2021; Bahrami & Shokouhyar, 2021; Belhadi, Kamble, Jabbour, et al., 2021; Dennehy et al., 2021; Dubey, Bryde, et al., 2021; Frederico et al., 2021; Ivanov et al., 2019; Mandal, 2018; Mishra & Singh, 2020; Singh, 2020; Singh & Singh, 2019; Zouari et al., 2020)	12 studies (Bag et al., 2021; Bahrami & Shokouhyar, 2021; Belhadi, Kamble, Jabbour, et al., 2021; Dennehy et al., 2021; Dubey, Bryde, et al., 2021; Dubey, Gunasekaran, Dubey et al., 2021a, b; Frederico et al., 2021; Khan et al., 2021; Mandal, 2018; Rajesh, 2016; Sheng & Saide, 2021; Singh & Singh, 2019)	12 studies (Belhadi, Kamble, Jabbour, et al., 2021; Dennehy et al., 2021; Dubey, Gunasekaran, et al., 2021; Ivanov, 2017; Ivanov et al., 2019; Khan et al., 2021; Mishra & Singh, 2020; Sheng & Saide, 2021; Singh & Singh, 2019)	13 studies (Bag et al., 2021; Bahrami & Shokouhyar, 2021; Dennehy et al., 2021; Dubey, Bryde, et al., 2021; Dubey, Gunasekaran, Dubey et al., 2021a, b; Frederico et al., 2021; Ivanov et al., 2019; Mandal, 2018; Mishra & Singh, 2020; Rajesh, 2016; Sheng & Saide, 2021; Singh & Singh, 2019; Zouari et al., 2020)
AI	5 studies (Belhadi, Mani, Kamble, et al., 2021; Dubey, Bryde, et al., 2021; Janjua et al., 2021; Modgil, Gupta, et al., 2021; Zouari et al., 2020)	6 studies (Belhadi, Mani, Kamble, et al., 2021; Cavalcante et al., 2019; Dubey, Bryde, et al., 2021; Khan et al., 2021; Modgil, Singh, et al., 2021; Nayal et al., 2021)	7 studies (Belhadi, Mani, Kamble, et al., 2021; Cavalcante et al., 2019; Modgil, Gupta, et al., 2021; Modgil, Singh, et al., 2021, 2021)	3 studies (Cavalcante et al., 2019; Dubey, Bryde, et al., 2021; Zouari et al., 2020)

Supply Chain Resilience Phase

Readiness

Response

Recovery

Adaptation

BDA

13 studies

(Bag et al., 2021; Bahrami & Shokouhyar, 2021; Belhadi, Kamble, Jabbour, et al., 2021; Dennehy et al., 2021; Dubey, Bryde, et al., 2021; Frederico et al., 2021; Ivanov et al., 2019; Mandal, 2018; Mishra & Singh, 2020; Singh, 2020; Singh & Singh, 2019; Zouari et al., 2020)

12 studies

(Bag et al., 2021; Bahrami & Shokouhyar, 2021; Belhadi, Kamble, Jabbour, et al., 2021; Dennehy et al., 2021; Dubey, Bryde, et al., 2021; Dubey, Gunasekaran, Dubey et al., 2021a, b; Frederico et al., 2021; Khan et al., 2021; Mandal, 2018; Rajesh, 2016; Sheng & Saide, 2021; Singh & Singh, 2019)

12 studies

(Belhadi, Kamble, Jabbour, et al., 2021; Dennehy et al., 2021; Dubey, Gunasekaran, et al., 2021; Ivanov, 2017; Ivanov et al., 2019; Khan et al., 2021; Mishra & Singh, 2020; Sheng & Saide, 2021; Singh & Singh, 2019)

13 studies

(Bag et al., 2021; Bahrami & Shokouhyar, 2021; Dennehy et al., 2021; Dubey, Bryde, et al., 2021; Dubey, Gunasekaran, Dubey et al., 2021a, b; Frederico et al., 2021; Ivanov et al., 2019; Mandal, 2018; Mishra & Singh, 2020; Rajesh, 2016; Sheng & Saide, 2021; Singh & Singh, 2019; Zouari et al., 2020)

5 studies

(Belhadi, Mani, Kamble, et al., 2021; Dubey, Bryde, et al., 2021; Janjua et al., 2021; Modgil, Gupta, et al., 2021; Zouari et al., 2020)

6 studies

(Belhadi, Mani, Kamble, et al., 2021; Cavalcante et al., 2019; Dubey, Bryde, et al., 2021; Khan et al., 2021; Modgil, Singh, et al., 2021; Nayal et al., 2021)

7 studies

(Belhadi, Mani, Kamble, et al., 2021; Cavalcante et al., 2019; Modgil, Gupta, et al., 2021; Modgil, Singh, et al., 2021, 2021)

3 studies

(Cavalcante et al., 2019; Dubey, Bryde, et al., 2021; Zouari et al., 2020)