Evidence-Based Insights

Research & White Papers

Original research on AI in education. We don't just build AI鈥攚e study what works, share our findings, and contribute to the field.

Featured Report

The State of AI in Education 2024

Comprehensive analysis of AI adoption trends, effectiveness data, and future outlook across K-12, higher education, and corporate learning.

2,500+
Institutions surveyed
45
Countries represented
120
Pages of analysis
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馃搳

Key Topics Covered:

  • Adoption rates by sector
  • ROI benchmarks
  • Implementation challenges
  • Future trends

White Papers

Deep dives into specific topics with original data and actionable insights

AssessmentJanuary 2024

AI Essay Scoring: Accuracy, Bias, and Best Practices

A rigorous analysis of AI essay scoring systems comparing performance to human raters across different demographics and writing styles.

Key Findings

94% agreement with expert human raters
No significant demographic bias detected
Best practices for rubric design
32 pages 路 15 min read
Download
Learning ScienceNovember 2023

Measuring Adaptive Learning Outcomes: A 3-Year Study

Longitudinal study tracking learning outcomes for 50,000+ students using adaptive learning systems versus traditional instruction.

Key Findings

23% improvement in learning outcomes
31% reduction in time to mastery
Strongest effects for struggling learners
45 pages 路 20 min read
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TutoringSeptember 2023

AI Tutoring vs. Human Tutoring: A Comparative Analysis

Controlled study comparing learning gains from AI tutoring systems to one-on-one human tutoring across multiple subjects.

Key Findings

AI achieves 85% effectiveness of human tutors
Availability advantage: 24/7 vs. scheduled
Best results with hybrid approach
28 pages 路 12 min read
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AnalyticsAugust 2023

Early Warning Systems: Predicting Student Success

Analysis of machine learning models for predicting at-risk students, including accuracy metrics and ethical considerations.

Key Findings

87% accuracy in identifying at-risk students
6 weeks earlier identification than traditional methods
Ethical framework for responsible use
38 pages 路 18 min read
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ContentJuly 2023

AI-Generated Educational Content: Quality Assessment

Evaluation of AI-generated learning content quality compared to traditionally authored materials across multiple dimensions.

Key Findings

Expert-rated quality comparable to human authors
10x faster content production
Consistency advantages at scale
25 pages 路 10 min read
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AssessmentJune 2023

AI Proctoring and Academic Integrity: What Works

Review of AI proctoring effectiveness, false positive rates, and student perceptions across 50+ institutions.

Key Findings

78% reduction in academic integrity violations
< 2% false positive rate
Student anxiety mitigation strategies
35 pages 路 15 min read
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Industry Reports

Market analysis and benchmarking data for education leaders

K-12

K-12 AI Adoption Report 2024

Survey of 1,200 K-12 districts on AI tool adoption, spending, and outcomes.

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Higher Ed

Higher Ed AI Investment Trends

Analysis of AI spending priorities across 500 colleges and universities.

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Enterprise

Corporate Learning AI Benchmark

L&D leaders share AI ROI data and implementation lessons learned.

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Publishing

Publisher Digital Transformation Index

How publishers are leveraging AI to modernize content and operations.

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Our Research Standards

We hold ourselves to the highest standards of research integrity. Our methodology is designed to produce actionable insights you can trust.

Rigorous Methodology

Peer-reviewed research designs with appropriate sample sizes and controls.

Transparent Data

Clear documentation of data sources, limitations, and potential biases.

Practical Focus

Research questions driven by real challenges facing education practitioners.

Open Collaboration

Partnerships with universities, institutions, and industry researchers.

Research Partnership

Interested in collaborating on research? We partner with universities and institutions on studies that advance the field of AI in education.

  • Access to anonymized data sets
  • Co-authored publications
  • Joint conference presentations
  • Research funding opportunities
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