A Unified Framework for Intelligent Logistics: Integrating Blockchain-AI Systems with Mobile Pedagogical Support.
Saved in:
| Title: | A Unified Framework for Intelligent Logistics: Integrating Blockchain-AI Systems with Mobile Pedagogical Support. |
|---|---|
| Authors: | Nozdreva, Irina1 ienozdreva@fa.ru, Popova, Vera1 vvpopova@fa.ru, Sivakova, Svetlana1 syusivakova@fa.ru |
| Source: | International Journal of Interactive Mobile Technologies. 2026, Vol. 20 Issue 9, p31-42. 12p. |
| Subjects: | Logistics, System integration, Artificial intelligence, Small business, Supply chain management, Technology Acceptance Model, Mobile learning, Blockchains |
| Abstract: | This study looks at how combining blockchain-AI systems with mobile learning support can improve efficiency, technology acceptance, and learning in logistics. Over 12 months, 132 organizations and 396 learners took part in one of four groups: control, technology-only, mobile learning-only, or the integrated framework. Researchers used repeated-measures MANOVA, factorial ANOVA, mediation analysis, and qualitative thematic analysis to analyse the data. The integrated framework led to significant operational improvements (27.6%-84.2%), always beating the 25% performance benchmark. Technology acceptance was much higher in the integrated group (d = 0.82-1.02), and perceived usefulness accounted for 55.8% of the relationship between learning engagement and system adoption. A factorial ANOVA showed a 13.5% synergy effect, indicating that the combined approach performed better than the individual parts alone. This effect was strongest in SMEs. Qualitative results showed that simulation and just-in-time support helped build confidence. Overall, these findings support a socio-technical approach and show that integrating mobile learning into digital systems is key to realizing the full potential of new supply chain technologies. The study provides a scalable way for organizations to close the implementation gap in digital logistics. [ABSTRACT FROM AUTHOR] |
| Copyright of International Journal of Interactive Mobile Technologies is the property of International Journal of Interactive Mobile Technologies and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.) | |
| Database: | Engineering Source |
| FullText | Links: – Type: pdflink Text: Availability: 0 |
|---|---|
| Header | DbId: egs DbLabel: Engineering Source An: 193831331 AccessLevel: 6 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
| IllustrationInfo | |
| Items | – Name: Title Label: Title Group: Ti Data: A Unified Framework for Intelligent Logistics: Integrating Blockchain-AI Systems with Mobile Pedagogical Support. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Nozdreva%2C+Irina%22">Nozdreva, Irina</searchLink><relatesTo>1</relatesTo><i> ienozdreva@fa.ru</i><br /><searchLink fieldCode="AR" term="%22Popova%2C+Vera%22">Popova, Vera</searchLink><relatesTo>1</relatesTo><i> vvpopova@fa.ru</i><br /><searchLink fieldCode="AR" term="%22Sivakova%2C+Svetlana%22">Sivakova, Svetlana</searchLink><relatesTo>1</relatesTo><i> syusivakova@fa.ru</i> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22International+Journal+of+Interactive+Mobile+Technologies%22">International Journal of Interactive Mobile Technologies</searchLink>. 2026, Vol. 20 Issue 9, p31-42. 12p. – Name: Subject Label: Subjects Group: Su Data: <searchLink fieldCode="DE" term="%22Logistics%22">Logistics</searchLink><br /><searchLink fieldCode="DE" term="%22System+integration%22">System integration</searchLink><br /><searchLink fieldCode="DE" term="%22Artificial+intelligence%22">Artificial intelligence</searchLink><br /><searchLink fieldCode="DE" term="%22Small+business%22">Small business</searchLink><br /><searchLink fieldCode="DE" term="%22Supply+chain+management%22">Supply chain management</searchLink><br /><searchLink fieldCode="DE" term="%22Technology+Acceptance+Model%22">Technology Acceptance Model</searchLink><br /><searchLink fieldCode="DE" term="%22Mobile+learning%22">Mobile learning</searchLink><br /><searchLink fieldCode="DE" term="%22Blockchains%22">Blockchains</searchLink> – Name: Abstract Label: Abstract Group: Ab Data: This study looks at how combining blockchain-AI systems with mobile learning support can improve efficiency, technology acceptance, and learning in logistics. Over 12 months, 132 organizations and 396 learners took part in one of four groups: control, technology-only, mobile learning-only, or the integrated framework. Researchers used repeated-measures MANOVA, factorial ANOVA, mediation analysis, and qualitative thematic analysis to analyse the data. The integrated framework led to significant operational improvements (27.6%-84.2%), always beating the 25% performance benchmark. Technology acceptance was much higher in the integrated group (d = 0.82-1.02), and perceived usefulness accounted for 55.8% of the relationship between learning engagement and system adoption. A factorial ANOVA showed a 13.5% synergy effect, indicating that the combined approach performed better than the individual parts alone. This effect was strongest in SMEs. Qualitative results showed that simulation and just-in-time support helped build confidence. Overall, these findings support a socio-technical approach and show that integrating mobile learning into digital systems is key to realizing the full potential of new supply chain technologies. The study provides a scalable way for organizations to close the implementation gap in digital logistics. [ABSTRACT FROM AUTHOR] – Name: AbstractSuppliedCopyright Label: Group: Ab Data: <i>Copyright of International Journal of Interactive Mobile Technologies is the property of International Journal of Interactive Mobile Technologies and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.) |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=egs&AN=193831331 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.3991/ijim.v20i09.61495 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 12 StartPage: 31 Subjects: – SubjectFull: Logistics Type: general – SubjectFull: System integration Type: general – SubjectFull: Artificial intelligence Type: general – SubjectFull: Small business Type: general – SubjectFull: Supply chain management Type: general – SubjectFull: Technology Acceptance Model Type: general – SubjectFull: Mobile learning Type: general – SubjectFull: Blockchains Type: general Titles: – TitleFull: A Unified Framework for Intelligent Logistics: Integrating Blockchain-AI Systems with Mobile Pedagogical Support. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Nozdreva, Irina – PersonEntity: Name: NameFull: Popova, Vera – PersonEntity: Name: NameFull: Sivakova, Svetlana IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 05 Text: 2026 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 18657923 Numbering: – Type: volume Value: 20 – Type: issue Value: 9 Titles: – TitleFull: International Journal of Interactive Mobile Technologies Type: main |
| ResultId | 1 |
