Systematic literature review;
Artificial intelligence;
Human factor;
D O I:
10.1007/s11301-024-00471-8
中图分类号:
F [经济];
学科分类号:
02 ;
摘要:
Recent advancements in artificial intelligence (AI) enable the rapid collection and organization of academic research with the push of a button, prompting a reevaluation of the role and value of human-generated systematic literature reviews (SLRs). In this editorial, we explore the value of the human element in producing SLRs, a method originally designed to reduce human bias in literature synthesis. Throughout the three stages of an SLR-design, study collection and selection, and interpretation and communication-we argue that the human element is not just a potential source of bias but also an essential contributor of value. The value of human-generated SLRs lies in (1) formulating the right questions, (2) strategic inefficiency in literature search and selection, and (3) individualized problematizing and theorizing. To better leverage the human element in SLRs, we call for new forms of hybrid SLRs that combine traditional systematic review methods with empirical fieldwork.
机构:
Research Institute on SMEs, Université du Québec à Trois-Rivières, Trois-Rivières,QC,G9A 5H7, CanadaResearch Institute on SMEs, Université du Québec à Trois-Rivières, Trois-Rivières,QC,G9A 5H7, Canada
Le Dinh, Thang
Le, Tran Duc
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机构:
Mathematics, Statistics & Computer Science Department, University of Wisconsin-Stout, Menomonie,WI,54751, United StatesResearch Institute on SMEs, Université du Québec à Trois-Rivières, Trois-Rivières,QC,G9A 5H7, Canada
Le, Tran Duc
Uwizeyemungu, Sylvestre
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机构:
Research Institute on SMEs, Université du Québec à Trois-Rivières, Trois-Rivières,QC,G9A 5H7, CanadaResearch Institute on SMEs, Université du Québec à Trois-Rivières, Trois-Rivières,QC,G9A 5H7, Canada
Uwizeyemungu, Sylvestre
Pelletier, Claudia
论文数: 0引用数: 0
h-index: 0
机构:
Research Institute on SMEs, Université du Québec à Trois-Rivières, Trois-Rivières,QC,G9A 5H7, CanadaResearch Institute on SMEs, Université du Québec à Trois-Rivières, Trois-Rivières,QC,G9A 5H7, Canada