Hypothesis

# **Hypothesis Generation**

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> **🎯 Goal:** Bridge the gap between existing literature and new predictions by generating advanced, testable hypotheses with clear variables and theoretical backing.
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#### **1. Original Prompt Block (English)**

> "Based on current literature on [topic], generate 5 testable hypotheses that build upon existing research findings. For each hypothesis: 1) provide the theoretical foundation supporting it, 2) cite relevant studies that inform it, 3) explain its significance to the field, and 4) suggest appropriate variables and research designs to test it. Format as numbered hypotheses with detailed explanations."

#### **2. Analysis & Strategy**

| Phase | Insight |
| :--- | :--- |
| **Analysis** | This prompt asks the AI to bridge the gap between what is known (literature) and what we predict (hypotheses). It requires a logical leap based on evidence. |
| **Review** | The original prompt is strong on "theoretical foundation" but lacks specificity on the nature of hypotheses (e.g., directional vs. non-directional). AI often defaults to simple "X affects Y" statements. |
| **Brainstorming** | Force the AI to define **Independent Variables (IV)** and **Dependent Variables (DV)** clearly. Suggesting **Mediators** (mechanisms) or **Moderators** (conditions) creates PhD-level research quality. |

#### **3. PRO / CONTRA Analysis**

| **PRO (Advantages)** | **CONTRA (Risks)** |
| :--- | :--- |
| ✅ **Structure:** Helps formalize vague ideas into scientific language. | ⚠️ **Simplicity:** Without guidance, AI tends to generate obvious or trivial hypotheses (e.g., "Studying more leads to better grades"). |
| ✅ **Justification:** Automatically generates the "why" behind the hypothesis, needed for the thesis introduction. | ⚠️ **Causality traps:** It might suggest causal relationships where only correlation can be measured. |

#### **4. Upgraded Prompt**

**Changes Made:** Added specific requests for IV/DV definitions, directionality, and potential mediating/moderating factors for more complex analysis.

> **Copy & Paste this Prompt:**
>
> "Act as a senior researcher. Based on current high-impact literature on [topic], formulate 5 advanced, testable hypotheses.
>
> **For each hypothesis, structure the output exactly as follows:**
>
> *   **The Hypothesis Statement:** (Ensure it is directional and falsifiable).
> *   **Variables:**
>     *   **Independent Variable (IV):** [Name]
>     *   **Dependent Variable (DV):** [Name]
>     *   **Mediators/Moderators:** (If applicable, suggest a variable that explains how or when the effect occurs).
> *   **Theoretical Basis:** Briefly explain the specific theory (e.g., Social Cognitive Theory, Resource-Based View) that justifies this prediction.
> *   **Supporting Citations:** List 2-3 recent papers that suggest this relationship."

#### **5. Hungarian Summary & Best Usage**

| Kategória | Leírás |
| :--- | :--- |
| **Mire a legjobb?**<br>*(Best Usage)* | Ez a prompt a **kutatási modell építésekor** nélkülözhetetlen, közvetlenül az adatgyűjtés előtt. Segít átfordítani az olvasott szakirodalmat konkrét, mérhető állításokra. Különösen hasznos kvantitatív (statisztikai) kutatásoknál. |
| **Valós példa**<br>*(Real Life Example)* | Egy közgazdász hallgató, aki a *"Home Office hatása a vállalati innovációra"* témát vizsgálja. |
| **A probléma** | A hallgató érzi, hogy van összefüggés, de nem tudja pontosan megfogalmazni. *"A home office rossz az innovációnak"* – ez túl egyszerű. |
| **A megoldás** | A prompt generál egy komplexebb hipotézist: *"A távmunka (IV) negatívan hat a radikális innovációra (DV), de ezt a hatást enyhíti (Moderator) a digitális kollaborációs eszközök fejlettsége."* Így a kutatás sokkal tudományosabb és árnyaltabb lesz. |

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