Inclusion criteria
| Inclusion criteria | Rationale |
|---|---|
| Peer-reviewed articles | Published peer-reviewed articles increase the quality of the manuscript (Denyer and Tranfield, 2009) and enhance the quality control (Light and Pillemer, 1984) |
| Selection of papers published 2011 to Feb-2022 | The year 2011 was selected as a starting point due to the introduction of Industry 4.0 (Yang and Gu, 2021) |
| Summary must address a management aspect (as identified in the framework) within the context of AI and/or bullwhip | The aim of the review is to analyze and synthesize the different features of AI and the bullwhip effect to improve conceptual clarity and understanding |
| Different type of article considered (e.g. empirical, conceptual) | The focus of the study is to evaluate and synthesize the various topics approaches to the concept of AI and the bullwhip effect |
| Article must be written in English | English is the dominant research language in the field of SCM, AI and management |
| Inclusion criteria | Rationale |
|---|---|
| Peer-reviewed articles | Published peer-reviewed articles increase the quality of the manuscript ( |
| Selection of papers published 2011 to Feb-2022 | The year 2011 was selected as a starting point due to the introduction of Industry 4.0 ( |
| Summary must address a management aspect (as identified in the framework) within the context of AI and/or bullwhip | The aim of the review is to analyze and synthesize the different features of AI and the bullwhip effect to improve conceptual clarity and understanding |
| Different type of article considered (e.g. empirical, conceptual) | The focus of the study is to evaluate and synthesize the various topics approaches to the concept of AI and the bullwhip effect |
| Article must be written in English | English is the dominant research language in the field of SCM, AI and management |
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