Below are **ready‑to‑copy Google Scholar search queries**, optimized for **AI × adolescent identity** and **neurodevelopmental systems** you listed.
I’ll give you **(1) a master query**, then **(2) system‑specific focused queries**, and finally **(3) advanced filtering tips** to maximize relevance and citations.
---
## 1. Master Google Scholar Query (Broad but Precise)
```
("artificial intelligence" OR "generative AI" OR "large language models" OR "AI companions")
AND (adolescent* OR youth* OR teen*)
AND (identity OR "self-concept" OR "identity development")
AND ("prefrontal cortex" OR PFC OR dlPFC OR vmPFC OR OFC
OR amygdala OR hippocampus
OR "reward system" OR "ventral striatum" OR "nucleus accumbens"
OR "white matter" OR myelination)
```
✅ Best for:
- Conceptual or interdisciplinary papers
- Reviews linking **AI, brain development, and identity**
---
## 2. System‑Specific High‑Precision Queries
### A. Frontal Lobe / Cognitive Control (PFC)
```
("artificial intelligence" OR "AI-mediated" OR "algorithmic interaction")
AND adolescent*
AND (identity OR "self-regulation" OR "decision making")
AND ("prefrontal cortex" OR PFC OR dlPFC OR vmPFC OR OFC)
```
🔍 Captures:
- Identity formation + executive control
- vmPFC / OFC and value‑based identity judgments
---
### B. Limbic System (Emotion & Memory)
```
("artificial intelligence" OR "social AI" OR "AI interaction")
AND adolescent*
AND (identity OR emotion OR "emotional development")
AND (amygdala OR hippocampus)
```
🔍 Useful for:
- Emotional salience of AI feedback
- Memory, narrative identity, and affective learning
---
### C. Reward System (Motivation, Dopamine, Engagement)
```
("artificial intelligence" OR "AI personalization" OR "recommendation algorithms")
AND adolescent*
AND (identity OR motivation OR engagement)
AND ("ventral striatum" OR "nucleus accumbens" OR reward)
```
🔍 Strong for:
- Dopaminergic reinforcement
- AI‑driven validation, likes, feedback loops, dependence
---
### D. White Matter & Myelination (Developmental Plasticity)
```
("artificial intelligence" OR "digital technology" OR "screen-based interaction")
AND adolescent*
AND (identity OR development)
AND ("white matter" OR myelination OR "brain connectivity")
```
🔍 Often found in:
- Neuroimaging or developmental neuroscience journals
- Indirect AI effects via digital exposure
---
## 3. Identity‑Focused Variant (If Results Are Too Neuroscience‑Heavy)
Use this to **force identity theory into the results**:
```
AND ("identity formation" OR "identity development" OR "self-concept" OR "narrative identity")
```
Example full query:
```
("artificial intelligence" OR "AI companions")
AND adolescent*
AND ("identity formation" OR "self-concept")
AND ("prefrontal cortex" OR "ventral striatum")
```
---
## 4. Google Scholar Filters (Very Important)
After running the query:
- **Year filter**: `2020–2025`
- **Sort**:
- By *relevance* → for theory papers
- By *citations* → for foundational neuroscience
- Click **“Related articles”** on strong papers
- Use **"Search within citing articles"** for newer AI papers citing older brain research
---
## 5. Optional: Review‑Only Query (Fast Literature Mapping)
```
("systematic review" OR "scoping review" OR meta-analysis)
AND adolescent
AND (identity OR self-concept)
AND (artificial intelligence OR digital technology)
AND brain
```
---
If you want, I can:
- ✅ Turn these into **Persian‑language Scholar queries**
- ✅ Find **highly cited seed papers** for each brain system
- ✅ Generate a **PRISMA‑ready search strategy** for a systematic review
- ✅ Map these systems onto **Erikson / social‑cognitive / neurodevelopmental identity models**
Just tell me your next step.
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