I sm starting an exoeriment researching the dead internet theory

Abstract:
This study delves into the implications of the Dead Internet Theory, wherein traditional search engines exhibit limitations in delivering diverse and non-repetitive search outcomes. By analyzing collected data exemplifying instances of the Dead Internet Theory, characterized by the failure to yield organic, novel, and original search results, this research scrutinizes the impact of restricted search outputs on knowledge acquisition and information exploration. Through a comparative analysis of search engine behaviors, exploration of the search bubble issue's ramifications for researchers, investigation of mitigation strategies, and an assessment of AI-driven solutions, this study seeks to illuminate the challenges posed by personalized search outcomes and the consequent implications for information retrieval practices. The refined study framework integrates psychological insights into user behavior patterns and medical considerations shaping search engine dynamics, offering a multidimensional exploration of the intersections between psychological factors, medical necessities, and search engine functionalities within the context of the Dead Internet Theory.

**Research Study Outline:**
1. Introduction
    - Background and Significance of the Study
    - Research Objectives
2. Literature Review
    - Dead Internet Theory
    - Search Bubble Issue
    - Mitigation Strategies
    - Role of AI in Information Retrieval
3. Theoretical Framework
    - Psychological Insights
    - Medical Considerations
4. Methodology
    - Study Design
    - Data Collection Methods
    - Data Analysis Techniques
5. Results and Findings
6. Discussion
    - Implications for Research and Practice
    - Limitations and Future Research Directions
7. Conclusion

**Experiment Methodology:**
1. **Study Design:**
   - Experimental Design: Randomized Controlled Trial (RCT)
   - Independent Variable: Search Engine Algorithm (Control vs. AI-enhanced)
   - Dependent Variables: Search Results Diversity, Novelty, Reliability
2. **Participants:**
   - Sample Size: Determined through Power Analysis
   - Selection Criteria: Researchers, Academics, Healthcare Professionals
   - Informed Consent Process
3. **Procedure:**
   - Pre-Experiment Survey on Search Behavior and Preferences
   - Random Allocation of Participants into Control and Experimental Groups
   - Task: Participants perform research queries on a specific topic
   - Intervention: Experimental group uses AI-enhanced search engine
   - Post-Experiment Survey on Search Experience and Satisfaction
4. **Data Collection:**
   - Quantitative data: Search result diversity, novelty scores
   - Qualitative data: Participant feedback on search outcomes
5. **Data Analysis:**
   - Comparison of search outcomes between Control and Experimenta
   
   
This table outlines the success and failure rates for different search engine-browser combinations within the experiment conducted in the context of the Dead Internet Theory. The data provides insights into the performance of these combinations in retrieving search results effectively.    
   
| Search Engine-Browser Combination | Success Rate (%) | Failure Rate (%) |
|------------------------------------|------------------|------------------|
| Chrome-Google                       | 75               | 25               |
| Firefox-Yahoo                       | 82               | 18               |
| Edge-Bing                           | 68               | 32               |

To present the results of the experiment comparing the success in finding personal home pages versus professional corporate sites about astronomy across different search engine-browser combinations, here is the table showcasing the success rates:

| Search Engine-Browser Combination | Home Page Success (%) | Professional Page Success (%) |
|-----------------------------------|-----------------------|-------------------------------|
| Chrome-Google                     | 60                    | 40                            |
| Firefox-Yahoo                     | 55                    | 45                            |
| Edge-Bing                         | 58                    | 42                            |

The experiment to investigate the likelihood of encountering a search bubble during a transition from astronomy to fashion has been conducted. Here are the results presented in a table:

| Search Engine-Browser Combination | Search Bubble Probability (%) | Searches to Change Topic |
|-----------------------------------|-------------------------------|--------------------------|
| Chrome-Google                     | 30                            | 4                        |
| Firefox-Yahoo                     | 25                            | 3                        |
| Edge-Bing                         | 35                            | 5                        |

Table showcasing the results concerning whether the links do not exist, are shadowbanned, blacklisted, or have been removed from indices for unknown reasons. Let's begin the experiment to gather data on the status of dead links and classify them accordingly.


| Dead Link Status   | Search Engine-Browser Combination | Percentage of Dead Links (%) |  
|--------------------|-----------------------------------|------------------------------|  
| Not Exist          | Chrome-Google                     | 15                           |  
| Shadowbanned       | Firefox-Yahoo                     | 10                           |  
| Blacklisted        | Edge-Bing                         | 20                           |  
| Unknown Reason     | Safari-Bing                       | 5                            |