Attention Deficit Neurophysiology and Smartphone Use

Attention Deficit Neurobiology and Digital Media Influences

Attention Deficit Neurobiology and Digital Media Influences

As a researcher intrigued by attentional disorders in modern contexts, I’ve unified studies on ADHD pathophysiology with explorations of digital media’s role in fostering similar traits. Starting with core ADHD neural markers, I extended to causal effects of smartphones and a rat model of overstimulation.

Core ADHD Pathophysiology: TMS-EEG and Neurocognition in Participants vs. Controls

My foundational work examined right prefrontal cortex (rPFC) activity in ADHD. In this study, we compared 57 adults with ADHD to 54 matched controls using TMS-EEG over the rPFC and during a Stop Signal task (Hadas et al., 2021). ADHD participants showed reduced early TMS-evoked potentials (LMFP around P30, 25-45 ms post-TMS), correlating with symptom severity on the Conners’ Adult ADHD Rating Scale (CAARS) (rho = -0.37, p < 0.001).

(A) Local mean field potential (LMFP) comparing early TMS-evoked responses in the right PFC between ADHD patients and healthy controls, highlighting reduced amplitude in ADHD group. (D) Negative correlation between TMS-evoked LMFP in the right PFC and CAARS symptom severity scores in ADHD participants.

In the task, they had longer Stop Signal Reaction Times (SSRT) and higher errors, with diminished N2 (marginal, p=0.05) and P3 (p=0.012) ERP components—P3 linked to stopping accuracy (rho=0.4, p<0.004) and SSRT (rho=-0.59, p<0.00001).

Stop Signal Reaction Times (SSRT) task scheme
Event-related potential (ERP) waveforms (N2 and P3 components) during the Stop Signal task, illustrating diminished amplitudes in ADHD patients compared to controls at key electrode sites

A linear discriminant model using these rPFC markers yielded 72% diagnostic accuracy (sensitivity 88%, specificity 54%). This established rPFC hypoactivity as a biomarker for ADHD severity and impulsivity, conceptually linking to how digital stimuli might exacerbate such deficits.

ROC for a Linear discriminant model using these rPFC markers yielded 72% diagnostic accuracy (sensitivity 88%, specificity 54%).

Digital Causality: Smartphone Exposure in Humans

Designe and timeline of the human experiments assessing causal relation between smartphone use and brain physiology and neuro-behavioral cognitive control.

Inspired by ADHD patterns, we tested if heavy smartphone use induces similar traits, focusing on the right PFC—a key hub for impulse control, distinct from the left dorsolateral PFC (DLPFC) targeted in depression circuits. Comparing 16 heavy users to 35 non-users (basic phones), heavy users had elevated CAARS scores (inattention, impulsivity, hyperactivity) and Concern for Appropriateness Scale (CAS) values, plus steeper delay discounting and poorer numerical accuracy (Hadar et al., 2017).

Conners' Adult ADHD Rating Scale (CAARS) domain scores (inattention, hyperactivity, impulsivity)

TMS-EEG over the right PFC revealed reduced early TEPs (15-40 ms post-TMS) and lower long-interval cortical inhibition (LICI), correlating with inattention severity (i.e., TEP rho = -0.45, p<0.01; LICI suppression reduced by ~20%).

(a) TMS-evoked potential (TEP) waveforms in the right PFC, comparing reduced early responses between heavy smartphone users and non-users. (d) correlation plots between right PFC TEP amplitude/LICI measures and CAARS inattention subscale scores, indicating stronger deficits with reduced neural activity
LICI Measures; Caption: Long-interval cortical inhibition (LICI) indices in the right PFC, demonstrating decreased inhibitory suppression in heavy users relative to controls

In the Stop Signal task, heavy users showed diminished N200 ERPs (p<0.05), reflecting impaired conflict monitoring, alongside reduced theta-band spectral perturbations and inter-trial coherence—EEG markers of attentional lapses tied to right PFC hypoexcitability.

Stop-signal event-related potentials (ERPs) focusing on the N200 component, with reduced amplitude in heavy users compared to non-users at frontal electrodes
Time-frequency plots of theta-band spectral perturbations and inter-trial phase coherence during the Stop Signal task, showing attenuated responses in heavy smartphone users

Causally, we exposed 20 non-users (expanded from 12) to smartphones for up to six months (controls n=16). This increased inattention, CAS, and numerical deficits; usage predicted severity. Short-term right PFC changes were absent, implying gradual neural shifts

pre- and post-exposure changes in CAARS scores

Mechanistic Model: Sensory Overload in Rats

To probe biology, I developed a rat model: Juvenile rats received “developmental dynamic salient stimulation” (DDSS)—rapidly changing odors mimicking digital notifications—vs. static controls (Hadas et al., 2016) (Hadas, 2016). DDSS rats acquired the 5-Choice Serial Reaction Time Task faster but showed distractibility (more omissions, variable RTs under noise).

5-Choice Serial Reaction Time Task (5-CSRT) scheme
5-CSRT performace between exposed and controls rats

Dorsal striatal BDNF rose, correlating with errors, suggesting plasticity in reward salience.

Brain regions associated with circuits that drives attention related performace
Brain-derived neurotrophic factor (BDNF) levels in the dorsal striatum and correlations with behavioral errors (omissions and reaction time variability) in DDSS versus control rats

Implications

This project ties rPFC hypoactivity in ADHD to digital-induced attentional erosion via striatal adaptations. It challenges heritability, highlighting environmental roles, and supports tech moderation.

References

2021

  1. Right prefrontal activation predicts ADHD and its severity: A TMS-EEG study in young adults
    Itay Hadas, Aviad Hadar, Avi Lazarovits, and 2 more authors
    Progress in Neuro-Psychopharmacology and Biological Psychiatry, Dec 2021

2017

  1. Answering the missed call: Initial exploration of cognitive and electrophysiological changes associated with smartphone use and abuse
    Aviad Hadar, Itay Hadas, Avi Lazarovits, and 3 more authors
    PLOS ONE, Jul 2017
    Number: 7

2016

  1. Exposure to salient, dynamic sensory stimuli during development increases distractibility in adulthood
    Itay Hadas, Ram Gal, Lihi Bokovza, and 3 more authors
    Scientific Reports, Feb 2016
  2. Long-lasting attentional impairments induced by sensory loading
    Itay Hadas
    Feb 2016