Research Collaboration Opportunities

We seek academic partnerships to validate the vulnerability prediction framework through rigorous empirical research. This is an opportunity to contribute to novel interdisciplinary work at the intersection of psychology, philosophy, computer science, and institutional analysis.

Research Domains

Collaboration Models

1. Joint Research Studies

Structure: Co-designed studies with shared PI responsibilities

Outputs: Co-authored publications, conference presentations, grant applications

Timeline: 2-5 years depending on study scope

Example: Longitudinal VI×DDI outcome prediction study with psychology department

2. Dissertation/Thesis Projects

Structure: Graduate students conduct empirical validation under faculty supervision

Outputs: Student thesis/dissertation, co-authored papers

Timeline: 1-3 years

Example: PhD student develops NLP models for EMM tactic detection

3. Grant-Funded Research

Structure: Joint applications to NSF, NIH, private foundations

Outputs: Multi-year research program, multiple publications, validated tools

Timeline: 3-5 years

Example: NSF-funded project validating complete framework (VI, DDI, interventions, outcomes)

4. Methodological Consultation

Structure: Faculty advise on specific methodological challenges

Outputs: Refined protocols, acknowledgment in publications

Timeline: Ongoing as needed

Example: Philosopher advises on philosophical coherence operationalization

Required Resources

Successful partnerships typically require:

Personnel

• Faculty PI with relevant expertise (25-50% time commitment)
• Graduate research assistants (1-2 students for larger studies)
• Undergraduate research assistants (optional, for data collection)

Infrastructure

• IRB approval process access
• Participant recruitment channels (e.g., SONA systems, community partnerships)
• Data collection facilities (labs, secure servers)
• Computational resources (for NLP/algorithm projects)

Financial

• Participant compensation (varies by study design)
• Research assistant stipends
• Software licenses, cloud computing costs (for technical projects)
• Publication fees (open access preferred)

Funding Strategy: We pursue grant funding to cover costs. Unfunded pilot studies may be feasible with student thesis projects or course-embedded research.

Process Timeline

Step 1: Initial Inquiry (This form below)
Express interest and provide background information

Step 2: NDA Execution (1-2 weeks)
Review and sign NDA to access technical specifications

Step 3: Materials Review (2-4 weeks)
Study research synopsis, VI/DDI methodology, intervention protocols

Step 4: Consultation (1 meeting)
Discuss potential collaboration pathways, study designs, resource requirements

Step 5: Proposal Development (4-8 weeks)
Co-develop research proposal, IRB protocols, grant applications if applicable

Step 6: IRB Approval (2-4 months)
Submit to your institution’s IRB, address feedback, obtain approval

Step 7: Research Execution (Varies by study)
Data collection, analysis, publication

Partnership Benefits

For Faculty

• Novel research area with publication potential in top-tier journals
• Interdisciplinary collaboration opportunities
• Grant funding possibilities
• Real-world impact on institutional accountability and consumer protection
• Student training opportunities (graduate/undergraduate mentorship)

For Institutions

• Cutting-edge research in institutional manipulation and vulnerability prediction
• Potential for high-impact publications
• Interdisciplinary collaboration building across departments
• Community engagement through advocacy partnerships
• IP opportunities if validated tools commercialized (licensing agreements negotiable)

For Students

• Thesis/dissertation topics with significant scholarly and practical relevance
• Interdisciplinary research experience
• Co-authorship opportunities on publications
• Skills development (NLP, psychometrics, causal modeling, intervention design)
• Professional networking with researchers, clinicians, advocates

Academic Partnership Inquiry

Name *

Email Address *

Institution *

Department

Position/Title * — Select One — Faculty (Assistant/Associate/Full Professor) Postdoctoral Researcher Graduate Student (PhD/Master’s) Research Scientist/Fellow Other

Primary Research Domain * — Select One — Clinical Psychology Computer Science/NLP Philosophy Economics/Business Ethics Law/Public Policy Sociology Other

Relevant Expertise (Brief Description) *

Collaboration Interest *

Available Resources

Desired Timeline — Select One — Immediate (within 3 months) 6-12 months 1-2 years Flexible/Exploratory

I understand that detailed technical materials require NDA execution. I am prepared to review and sign an NDA to access research synopsis and specifications.

I have read and agree to the Terms and Conditions and Research Ethics Statement.

Submit Partnership Inquiry