The first author (HC) went between the different data sources to identify and redefine emergent analytic patterns through codes and to form a theoretical description abstracting material into subcategories and category [ 26].
However, when the clinical history was misleading, residents were prone to diagnostic error, reflecting a potentially detrimental over-reliance on non-analytic pattern recognition (Sibbald and Cavalcanti 2011).
Previous research using a cardiac simulator has shown that provision of a clinical history, potentially facilitating non-analytic pattern recognition, improved diagnostic accuracy among internal medicine residents (Sibbald et al. 2011).
As a result, we may underestimate the need for dual-processing in clinical practice by using a research oriented model that allows non-analytic pattern recognition around a few key features with little variability in presentation.
Future work should address the strategies and concepts used to diagnose and ascertain treatment needs for presenting complaints, as opposed to 'routine' evaluation of restorative needs, as a likely example of how we may further tease out the use of analytic (deductive reasoning) and non-analytic (pattern recognition) approaches in dental clinical decision-making.
Dual process theory highlights the interaction between two fundamental approaches to clinical reasoning: non-analytic (intuitive, pattern recognition) reasoning (System 1) and analytical reasoning (hypothetico-deductive) reasoning (System 2) [ 3].
Moovit is actually using predictive analytics and pattern recognition to combine with crowdsourced data to help give users the most up to date data around their transport options.
Could cultural analytics reveal patterns unavailable to human readers?
Analytics infer patterns and make predictions through aggregation and analysis of large and often disparate data sets.
The management is guided by analytics, using patterns, storage characteristics, and the network to determine where to move the data.
However, these different understandings of change are not an either/or dichotomy, as even the analytic method of pattern matching logic would suggest.
