Research on the impact of big data comprehensive pilot zones on supply chain resilience
Research gap analysis derived from 3 economics papers in our local library.
The gap
There is a lack of research on the impact of big data comprehensive pilot zones on supply chain resilience. The underlying mechanisms of the impact of these zones on supply chain resilience are not well understood. The heterogeneity of the
Evidence profile
Sourced from the discussion and stated research gap of the source papers, classified as general, spanning 3 journals.
Research trend
Established — well-defined area with open sub-problems.
Supporting evidence — 3 representative gaps
- System dynamics-based scenario analysis of infrastructure investment and urban ecological resilience of Henan Province, China (2026) · Frontiers in Environmental Science · doi
1 Interpretation of key findings The results show that coordinated development (S4) achieves the highest improvement in urban ecological resilience (UER), nearly 20% above the baseline by 2035, confirming that single- policy interventions (S1–S3) are insufficient to balance ecological and economic goals.
generaldiscussionKeywords: ecological interpretation show coordinated development achieves highest improvement urban resilience nearly baseline confirming single policy - National Big Data Comprehensive Pilot Zone Policy and Urban Economic Resilience Efficiency: Evidence for Sustainable Urban Development in China (2026) · Sustainability · doi
The lack of understanding of the impact of the National Big Data Comprehensive Pilot Zone policy on urban economic resilience efficiency. The need to uncover the underlying channels through which the policy enhances urban economic resilience efficiency. The gap in providing theoretical support and practical guidance for refining the policy framework and promoting sustainable urban economic development.
generalstated research gapevidence 5/5Keywords: lack understanding impact national big data comprehensive pilot - How does the national big data comprehensive pilot zone affect the supply chain resilience of enterprises? (2026) · Quality & Quantity · doi
There is a lack of research on the impact of big data comprehensive pilot zones on supply chain resilience. The underlying mechanisms of the impact of these zones on supply chain resilience are not well understood. The heterogeneity of the policy effect across different regions and enterprise characteristics is not well studied.
generalstated research gapevidence 5/5Keywords: there lack research impact big data comprehensive pilot
Questions about this gap
Explore this gap further
Run this gap as a query across open scholarly engines for the latest related literature.
Working on this gap? Review it with us.
AI Review reads your manuscript in one pass with 8 specialist agents, calibrated on 69K+ real peer reviews.
Tools for your next paper
Related gaps in Economics
- The focus is on the workforceThe focus is on the workforce, as this has not yet been explored in detail. This induces conservatism while contributing to low innovation a…
- Localized disadvantages, such as poor soil qualityLocalized disadvantages, such as poor soil quality, limited access to irrigation, and remoteness from markets. Challenges related to income …
- No explicit discussion of limitations regarding sampleNo explicit discussion of limitations regarding sample size, sampling methodology, response rates, or potential selection bias in the resear…
- The integration of sustainable development principlesThe integration of sustainable development principles into corporate strategy is a key challenge for companies. The assessment of the effect…