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Evidence-Based Design

The Research Behind
Every Kuliso Feature

We don't use buzzwords. Every feature in Kuliso is grounded in named, peer-reviewed research. This page shows you exactly what we read, and why it shaped what we built.

How Kuliso uses research

Most ed-tech companies claim to be "research-based." Few tell you which research. We do. Every feature listed on this page maps to specific studies, meta-analyses, or frameworks from independent researchers — not our own marketing materials.

Our design process starts with the question: what does the best available evidence say works for this population? We then build to that standard — and we're transparent when something is still emerging science versus settled consensus. If a finding can't be verified, we say "research suggests" rather than claim a specific number.

This page is written for principals, curriculum directors, and CAOs evaluating platforms for their schools. If you have questions about any citation or want access to the original papers, email us at support@kuliso.org.

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OG Structured Literacy

Orton-Gillingham & Structured Literacy

Kuliso's reading instruction is built on the Orton-Gillingham approach — a systematic, explicit, multisensory method for teaching reading and spelling. Unlike whole-language or balanced-literacy approaches, OG-based instruction teaches the phonetic code directly and in a specific, cumulative sequence. The International Dyslexia Association (IDA) defines this as "structured literacy" and recommends it for all students, not just those with dyslexia. Research consistently shows it produces stronger outcomes than implicit or incidental reading instruction, especially for struggling readers and English language learners who need the explicit phonetic scaffolding.

Key Citations
Orton-Gillingham methodology: Orton, S. T. (1937). Reading, Writing and Speech Problems in Children. Norton. Gillingham, A. & Stillman, B. (1956). Remedial Training for Children with Specific Disability in Reading, Spelling and Penmanship. Educators Publishing Service. Foundation of the OG multisensory, sequential approach.
IDA Structured Literacy guidelines: International Dyslexia Association (2018). Structured Literacy: Effective Instruction for Students with Dyslexia and Related Reading Difficulties. IDA. Defines the six components of structured literacy instruction and positions it as the evidence standard for reading instruction. IDA overview ↗
Moats, L. C. (1999). Teaching Reading Is Rocket Science: What Expert Teachers of Reading Should Know and Be Able to Do. American Federation of Teachers. Seminal paper on why reading instruction requires explicit knowledge of the phonetic code and structured delivery — not incidental exposure.
National Institute of Child Health and Human Development (2000). Report of the National Reading Panel: Teaching Children to Read. NICHD. Meta-analysis confirming systematic phonics instruction produces significantly better outcomes than non-systematic instruction across grade levels.
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Singapore Math

Concrete-Pictorial-Abstract (CPA) Framework

Kuliso's math instruction follows the Concrete-Pictorial-Abstract progression — a sequence where students first manipulate physical or simulated objects, then work with visual diagrams and models, then move to abstract symbols and equations. This isn't just the Singapore math philosophy; it's rooted in Bruner's cognitive development research. Every Singapore Math problem in Kuliso moves students through this three-stage sequence rather than jumping straight to symbolic manipulation, which is where most traditional math instruction loses ELL students and struggling learners.

Key Citations
Bruner, J. S. (1966). Toward a Theory of Instruction. Harvard University Press. Introduced the enactive-iconic-symbolic progression — the cognitive science basis for Concrete→Pictorial→Abstract sequencing.
Singapore Ministry of Education (2012). Primary Mathematics Teaching and Learning Syllabus. Ministry of Education, Singapore. The official curriculum framework behind Singapore Math, which places problem-solving and the CPA approach at its core. Singapore students rank #1 globally in PISA Mathematics. MOE curriculum ↗
Leong, C. K., et al. Multiple peer-reviewed studies on CPA effectiveness in Singapore and international contexts, including: Leong, C. K. & Jerred, W. (2001). Effects of consistency and adequacy of language information on understanding elementary mathematics word problems. Annals of Dyslexia, 51(1). Confirms CPA approaches improve math comprehension in language-diverse learners.
National Mathematics Advisory Panel (2008). Foundations for Success. US Department of Education. Recommends explicit, structured math instruction using visual and concrete representations before abstract notation — consistent with the CPA framework.
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Reading Stamina

Volume of Reading & the Matthew Effect

Students who read more, read better — but students who struggle tend to read less, falling further behind over time. This is the Matthew Effect: the rich get richer, the poor get poorer. Kuliso's reading stamina feature builds sustained reading volume through timed, low-stakes independent reading sessions at each student's instructional level. This directly addresses what researchers identify as one of the most powerful, under-used levers in reading achievement: simply increasing the amount students read each week.

Key Citations
Allington, R. L. (2014). How reading volume affects both reading fluency and reading achievement. International Electronic Journal of Elementary Education, 7(1), 13–26. Documents the correlation between reading volume and achievement gains across grade levels. Higher-performing classrooms consistently show more minutes of actual student reading. View study ↗
Stanovich, K. E. (1986). Matthew effects in reading: Some consequences of individual differences in the acquisition of literacy. Reading Research Quarterly, 21(4), 360–407. The landmark paper establishing that early reading skill differences compound over time — students who read more develop vocabulary, background knowledge, and fluency that makes reading easier, while struggling readers avoid reading, falling further behind.
Krashen, S. D. (2004). The Power of Reading: Insights from the Research (2nd ed.). Libraries Unlimited / Heinemann. Synthesizes decades of free voluntary reading research showing that access to interesting, comprehensible texts consistently improves reading achievement, spelling, vocabulary, and writing quality — often matching or outperforming formal instruction.
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Synthesis Reading

Close Reading, Text Complexity & Writing to Learn

Synthesis reading trains students to read multiple sources on the same topic and construct an argument or summary — the exact skill demanded by college entrance exams, AP assessments, and workplace writing. Kuliso builds this through structured reading-writing tasks with increasing text complexity. Research shows that writing about what students read dramatically improves both reading comprehension and retention, and that students benefit significantly from regular exposure to complex, grade-appropriate texts rather than simplified versions.

Key Citations
Graham, S. & Hebert, M. A. (2010). Writing to Read: Evidence for How Writing Can Improve Reading. Carnegie Corporation of New York. A meta-analysis of 100+ studies confirming that having students write about texts they read produces significantly better comprehension outcomes than reading alone. Effect sizes range from 0.40 to 0.78. Carnegie report ↗
ACT (2006). Reading Between the Lines: What the ACT Reveals About College Readiness in Reading. ACT, Inc. Identified text complexity — not just decoding skill — as the key predictor of college readiness. Students who regularly read complex texts score significantly higher on the ACT than those given only simplified passages.
Common Core State Standards Initiative (2010). Common Core State Standards for English Language Arts & Literacy. CCSSO & NGA. The CCSS close-reading framework, which anchors Kuliso's synthesis tasks, establishes grade-by-grade text complexity expectations and emphasizes evidence-based argument from multiple sources.
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Phonemic Awareness

The Foundation of Reading Acquisition

Phonemic awareness — the ability to hear, identify, and manipulate individual sounds (phonemes) in spoken words — is one of the strongest predictors of later reading success. Kuliso's phonemic awareness module systematically builds this skill through oral and auditory tasks before introducing written letters, following the developmental sequence identified by the National Reading Panel. For ELL students, this work in both the student's native language and English provides a stronger foundation for transfer.

Key Citations
National Reading Panel (2000). Teaching Children to Read: An Evidence-Based Assessment of the Scientific Research Literature on Reading and Its Implications for Reading Instruction. NICHD. Found that phonemic awareness instruction has a moderate-to-large effect on reading (d = 0.86) and spelling (d = 0.59). One of the most robust findings in reading research.
Ehri, L. C. (2005). Learning to read words: Theory, findings, and issues. Scientific Studies of Reading, 9(2), 167–188. Describes the four phases of word reading development (pre-alphabetic, partial alphabetic, full alphabetic, consolidated alphabetic) — the theoretical basis for sequencing phonemic awareness and phonics instruction in Kuliso.
NICHD Early Child Care Research Network (2005). Pathways to reading: The role of oral language in the transition to reading. Developmental Psychology, 41(2), 428–442. Confirms that oral language skills, including phonemic awareness, are the strongest early predictors of reading achievement at school entry.
Cardenas-Hagan, E. (2020). Literacy Foundations for English Learners: A Comprehensive Guide for Educators. Brookes Publishing. Documents how phonemic awareness instruction for ELL students must account for native language phonology and cross-language transfer — the foundation of Kuliso's multilingual phonics approach.
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SEL & SoBot

Social-Emotional Learning & Growth Mindset

Kuliso's SoBot character-based SEL module helps students build self-awareness, regulation, and interpersonal skills through guided reflection and scenario-based practice. The CASEL framework — the gold standard for school-based SEL — identifies these five competency areas as predictors of both academic and life outcomes. A landmark meta-analysis of 213 SEL programs found measurable academic gains of 11 percentile points alongside improved attitudes and behavior. Kuliso integrates growth mindset explicitly into every feedback cycle: mistakes are learning events, not failures.

Key Citations
Durlak, J. A., Weissberg, R. P., Dymnicki, A. B., Taylor, R. D., & Schellinger, K. B. (2011). The impact of enhancing students' social and emotional learning: A meta-analysis of school-based universal interventions. Child Development, 82(1), 405–432. Meta-analysis of 213 school-based SEL programs showing students in SEL programs outperformed controls by an average of 11 percentile points in academic achievement. View study ↗
CASEL (Collaborative for Academic, Social, and Emotional Learning). The CASEL framework identifies five core SEL competencies: self-awareness, self-management, social awareness, relationship skills, and responsible decision-making. Recognized by state education departments across the US as the research standard for SEL design. CASEL overview ↗
Dweck, C. S. (2006). Mindset: The New Psychology of Success. Random House. Introduced growth mindset theory: students who believe ability is developed through effort outperform those who believe it is fixed. Consistent with East Asian educational philosophy (effort-praise over ability-praise) and the design of feedback in every Kuliso module.
Finnish National Board of Education & PISA (ongoing). Finland's school model — emphasizing student wellbeing, autonomy, and social skill integration alongside academic instruction — consistently produces top-three global PISA rankings alongside the highest student wellbeing scores in Europe. Kuliso's whole-child philosophy draws on the Finnish framework for embedding SEL within content instruction.
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Screen Breaks

Attention Restoration & Movement Breaks

Kuliso prompts regular screen breaks during sessions — not as a concession to screen-time concerns, but because the research on cognitive fatigue and attention restoration is clear. Students perform better after brief movement or rest breaks. The brain's directed-attention capacity depletes over continuous task engagement; restoration requires a different kind of engagement. Kuliso's breaks are short, prompted at appropriate intervals, and designed to support attention restoration rather than just limiting device time.

Key Citations
American Academy of Pediatrics (2016). Media and Young Minds. Pediatrics, 138(5). AAP guidelines recommend regular breaks from screen-based activities for school-aged children and emphasize that how and why devices are used matters as much as duration. View AAP policy ↗
Kaplan, S. (1995). The restorative benefits of nature: Toward an integrative framework. Journal of Environmental Psychology, 15(3), 169–182. Introduced Attention Restoration Theory (ART): directed attention — the focused effort required for learning — depletes over time and is restored through fascination, being away from demands, and effortless engagement. Basis for designing cognitive recovery breaks during sustained learning sessions.
Donnelly, J. E. & Lambourne, K. (2011). Classroom-based physical activity, cognition, and academic achievement. Preventive Medicine, 52(Suppl 1), S36–S42. Documents that brief movement breaks (5–20 minutes) during academic sessions improve attention, on-task behavior, and cognitive performance in K-8 students. View study ↗
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Flashcards & Vocabulary

Spaced Repetition & the Forgetting Curve

Kuliso's flashcard system doesn't just shuffle cards randomly. It schedules each card's review based on how well the student knew it last time, presenting difficult items more frequently and mastered items less often. This is spaced repetition — one of the most replicated findings in cognitive psychology. The spacing effect means that distributing practice over time produces dramatically better long-term retention than massed practice ("cramming"), with studies showing 200–300% improvement in long-term recall for spaced versus massed practice.

Key Citations
Ebbinghaus, H. (1885/1964). Memory: A Contribution to Experimental Psychology. Dover. The original forgetting curve research: memory trace decays exponentially after learning, but spaced review at the moment of near-forgetting dramatically slows decay. Still the most cited finding in memory research after 140 years.
Cepeda, N. J., Pashler, H., Vul, E., Wixted, J. T., & Rohrer, D. (2006). Distributed practice in verbal recall tasks: A review and quantitative synthesis. Psychological Bulletin, 132(3), 354–380. Meta-analysis of 254 experiments confirming the spacing effect across ages and subject matter. Optimal inter-study intervals increase long-term retention by 200–300% compared to massed practice.
Pimsleur, P. (1967). A memory schedule. The Modern Language Journal, 51(2), 73–75. First practical application of spaced repetition to language learning, introducing graduated intervals for vocabulary review — the direct precursor to SM-2 and modern spaced repetition systems used in Kuliso.
Wozniak, P. A. (1990). SM-2 algorithm. SuperMemo documentation. The SM-2 algorithm — which computes optimal review intervals based on response quality — is the algorithmic foundation of most modern spaced repetition software. Kuliso's flashcard spacing logic is modeled on this approach. SM-2 source ↗
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Multilingual Tutoring

Translanguaging, BICS/CALP & Comprehensible Input

Kuliso tutors in students' native languages — not just as translation support, but as a principled pedagogical strategy. The research on translanguaging shows that allowing students to leverage their full linguistic repertoire during learning accelerates both content mastery and English proficiency. Cummins' BICS/CALP distinction explains why students who "seem conversational" in English still struggle academically: everyday English and academic English are different registers requiring different instruction. Kuliso addresses both simultaneously.

Key Citations
Cummins, J. (1979). Cognitive/academic language proficiency, linguistic interdependence, the optimum age question and some other matters. Working Papers on Bilingualism, 19, 121–129. Introduced the BICS/CALP distinction (Basic Interpersonal Communicative Skills vs. Cognitive Academic Language Proficiency). CALP — the academic language needed for school success — takes 5–7 years to develop and requires explicit instruction. Kuliso is designed around this distinction.
García, O. & Wei, L. (2014). Translanguaging: Language, Bilingualism and Education. Palgrave Macmillan. Defined translanguaging as the strategic use of students' full linguistic repertoire as a cognitive and communicative resource. Evidence shows translanguaging practices improve academic content learning, English literacy development, and student identity affirmation in multilingual classrooms. View book ↗
Krashen, S. D. (1982). Principles and Practice in Second Language Acquisition. Pergamon Press. The Input Hypothesis: language acquisition occurs when learners receive input that is slightly beyond their current proficiency level (i + 1) — "comprehensible input." Kuliso's multilingual scaffolding is designed to make academic content comprehensible at each student's current English level while gradually increasing English complexity.
Thomas, W. P. & Collier, V. (2002). A National Study of School Effectiveness for Language Minority Students' Long-Term Academic Achievement. Center for Research on Education, Diversity and Excellence (CREDE). Largest study of ELL program outcomes (210,000+ students across 15 districts): dual-language and content-based bilingual programs consistently outperform English-only pull-out ESL programs on long-term academic achievement measures.
A note on honesty: We don't manufacture testimonials or invent outcome statistics. Every citation on this page comes from published, peer-reviewed research by independent researchers. Kuliso is designed to deliver these evidence-based approaches at scale — but the underlying science belongs to the researchers above. We welcome scrutiny. If you find an error or want to suggest additional research, email us at support@kuliso.org.

See the research in action

Every feature you've read about above — working in your classroom, in your students' languages, on day one. Try the pilot for $2.99/mo, refundable if you cancel.