# Shipping digitalization management: conceptualization, typology and antecedents

> Research article (Journal of Shipping and Trade, 2019) · cited 60× · AI/ML

**Wikidata**: [openalex:W2991549964](https://www.wikidata.org/wiki/openalex:W2991549964)  
**Source**: https://4ort.xyz/entity/shipping-digitalization-management-conceptualization-typology-and-antecedents