# A Robust Approach to Quantify Nocifensive Blink Reflex Responsiveness

**Authors:** R. J. Bufacchi, R. Somervail, K. Shao, M. Kilintari, G. Novembre, G. D. Iannetti

PMC · DOI: 10.1111/ejn.70421 · The European Journal of Neuroscience · 2026-02-17

## TL;DR

The paper introduces reliable criteria to determine if participants should be included in hand-blink reflex studies, aiming to improve consistency in measuring defensive behavior.

## Contribution

The study proposes objective, quantifiable criteria for HBR responsiveness and challenges the traditional responder/non-responder classification.

## Key findings

- There is no clear biological distinction between HBR responders and non-responders.
- A reliable criterion for HBR responsiveness is when the rectified HBR exceeds 2.5 SD of baseline EMG in 40% or more trials in the hand-near condition.
- Researchers should collect data from all participants and then apply statistical criteria to identify responders.

## Abstract

The modulation of the hand‐blink reflex (HBR), a prototypical nocifensive response, is increasingly used to investigate defensive behaviour, related to the notion of peripersonal space. However, HBR responsiveness is highly variable across participants. This variability has led researchers to use several seemingly arbitrary criteria to determine whether a subject should be included as a participant in a study. But are these criteria justified? Can better and more rigorous criteria be formulated? Does the traditional division into responders and non‐responders reflect a practical decision to exclude participants with very low signal‐to‐noise ratio, or does it reflect two distinct biological categories? Here, we addressed these issues by systematically varying a set of parameters, which together form an objective and quantifiable criterion of HBR responsiveness. We describe classification criteria for HBR responsiveness that were both reliable and consistent with previous studies. We also found no evidence for a clear‐cut biological distinction between HBR responders and non‐responders. We recommend to (1) no longer preliminarily screen subjects, simply collecting data on all subjects, and (2), after collecting the data, only include subjects identified as blinkers using the following criteria: The mean of the rectified HBR must exceed 2.5 SD of the baseline EMG in 40% or more of trials in the hand‐near condition. We formulate rigorous inclusion criteria for HBR studies, which can be adapted for use on other neurophysiological responses in health and disease.

The hand‐blink reflex (HBR) is used to investigate defensive behaviour and peripersonal space, but its application is limited because it is highly variable across participants, and we lack robust criteria to determine whether a participant should be included in the study. Here, we describe reliable classification criteria for HBR responsiveness: The integral of the rectified HBR must exceed 2.5 SD of the baseline EMG in 40% or more of trials in the hand‐near condition. We recommend to no longer screen subjects for HBR responsiveness but instead collect data from all participants, and subsequently only statistically analyse data from participants identified as HBR responders.

## Full-text entities

- **Diseases:** multiple sclerosis (MESH:D009103), migraine (MESH:D008881), Trigeminal neuralgia (MESH:D014277), chronic pain conditions (MESH:D059350), trait (MESH:C567520), blindness (MESH:D001766), facial pain (MESH:D005157), Anxiety (MESH:D001007), pain (MESH:D010146)
- **Chemicals:** HBR (-)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

5 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12914160/full.md

## References

30 references — full list in the complete paper: https://tomesphere.com/paper/PMC12914160/full.md

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Source: https://tomesphere.com/paper/PMC12914160