Frequently Asked Questions

We handle the full spectrum of research challenges, from designing studies to analyzing complex datasets. Our expertise includes experimental design, longitudinal studies, survey research, behavioral interventions, and program evaluations. We work with quantitative data (statistical modeling, causal inference, multilevel analysis), qualitative data (interviews, focus groups, content analysis), and mixed methods approaches. We've successfully managed projects ranging from nationally representative surveys with thousands of participants to intensive longitudinal studies tracking behavioral change over years. Whether you need power analysis for study design, advanced statistical modeling, or AI-enhanced data analysis, we provide end-to-end research solutions. 

We operate at the unique intersection of social psychology, advanced statistics, and artificial intelligence. Unlike pure data science firms, we understand the behavioral mechanisms behind your numbers. Unlike traditional psychology consultants, we bring cutting-edge statistical methods and AI capabilities. This combination allows us to not just analyze what happened, but understand why it happened and predict what will happen next. Our prevention-focused approach means we help you avoid problems before they occur, not just measure them afterward. With experience spanning academic research, government contracts, and private sector consulting, we bridge the gap between rigorous science and practical application. 

Timeline depends on project scope, but we prioritize efficiency without sacrificing rigor. For focused statistical analyses or survey design reviews, we can deliver initial insights within 1-2 weeks. Comprehensive program evaluations or longitudinal studies naturally require longer timelines. We always provide realistic timelines upfront and offer phased approaches when you need quick wins while building toward larger goals. Our AI-enhanced workflows often accelerate traditional research timelines by 30-50% without compromising quality. 

Absolutely. While we have deep expertise in prevention science and behavioral interventions, our methods apply broadly across industries and challenges. We work with healthcare organizations on behavior change, educational institutions on program evaluation, tech companies on user research, nonprofits on impact measurement, and businesses on consumer psychology. Our core competencies – understanding human behavior, designing rigorous research, and conducting sophisticated analyses – transfer across sectors. Every organization deals with human behavior; we help you understand and influence it ethically and effectively. 

We pride ourselves on developing tailored solutions that address each client's unique context and goals. Whether you're a tech platform working to reduce harmful content spread, an educational institution building community resilience, a public health organization combating misinformation, or a non-profit measuring program impact, we develop customized strategies that maintain scientific rigor while meeting your specific needs. Our experience across sectors allows us to adapt proven approaches to new challenges. 

We offer flexible engagement models to match different budgets and needs. Options include focused consultations on specific analytical challenges, phased projects that spread costs over time, training your team to handle routine analyses while we tackle complex problems, and subscription-based support for ongoing needs. We believe in making rigorous research accessible and will work with you to find an approach that delivers value within your constraints. Our efficiency gains from AI integration often reduce project costs by 20-30% compared to traditional approaches. 

Quality is non-negotiable. Every project follows established scientific standards including pre-registered analysis plans when appropriate, appropriate power analysis and sample size determination, transparent handling of missing data and assumptions, peer-reviewed statistical methods, and clear documentation of limitations. Our founder's academic background (Ph.D. from UC Irvine, publications in top journals) ensures we maintain the highest research standards. We provide detailed methodology reports so you can confident in defending your findings to stakeholders, boards, or peer reviewers. 

Yes, we regularly support grant applications and research proposals. Our services include power analysis and sample size justification, methodology section development, statistical analysis plan creation, evaluation framework design, and letter of support for statistical / methodological rigor. We understand what reviewers look for and help you present a compelling, methodologically sound proposal. Our involvement often strengthens applications by demonstrating serious analytical capabilities and rigorous research design. 

As a non-partisan independent firm, we approach all topics with scientific objectivity and ethical responsibility. Our experience with sensitive research (extremism, gun violence, mental health) has taught us to maintain strict data security, protect participant privacy, present findings objectively without political bias, consider multiple perspectives and interpretations, and communicate results responsibly. We're committed to truth-seeking through rigorous methods, regardless of whether findings align with preconceptions. Our goal is always to provide accurate, actionable insights that serve the greater good. 

We maintain the highest standards of data security and ethical research practices through a comprehensive protection framework. This includes secure data storage and transfer protocols, strict confidentiality agreements, and full compliance with all relevant privacy regulations. We regularly conduct security audits and updates to ensure continued protection. Our security standards have been tested and proven through our work with government agencies and major institutions, ensuring your data receives the highest level of protection. 

We work across the full spectrum, from focused 1-week statistical consultations to multi-year longitudinal studies. There's no project too small or too large. We've helped graduate students with dissertation analyses, startups with survey design, and major institutions with nationally representative studies. Our sweet spot is projects requiring sophisticated methods that in-house teams find challenging. We scale our approach to match your needs – whether that's a quick power analysis, a comprehensive program evaluation, or ongoing analytical support.