# Cognitive Depletion in the Wild: a Case Study of NMR Spectroscopy Analysis

## TL;DR

This study investigates cognitive depletion during complex NMR spectroscopy analysis, highlighting its impact on workflow and performance, and exploring potential mitigation strategies through an ethnographic approach.

## Contribution

It provides an ethnographic case study of cognitive depletion in real-world scientific analysis, emphasizing decision-making challenges and workflow effects.

## Key findings

- Cognitive depletion affects decision quality in NMR analysis
- Workflow efficiency declines with increased cognitive load
- Potential strategies can mitigate cognitive depletion effects

## Abstract

NMR spectroscopy analysis is a detail-oriented analytic feat that typically requires specific domain expertise and hours of concentration. This work presents an ethnographic-style study of this analysis process in the context of evaluating the symptoms of cognitive depletion. The repeated, non-trivial decisions required by and the time-consuming nature of NMR spectroscopy analysis make it an ideal, real-world scenario to study the symptoms of cognitive depletion, its effect on workflow and performance, and potential strategies for mitigating its deleterious effects.

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Source: https://tomesphere.com/paper/1706.01523