Research basis

What Cradle's guidance is built on.

Cradle's predictions, schedules and guidance are grounded in published pediatric sleep research and current AAP policy. Below are the sources behind everything the app suggests. This page mirrors the Research basis screen inside the app.

Cradle is not a substitute for medical advice, and it is not a medical device. For anything that worries you about your baby's sleep, feeding or development, please call your pediatrician.

We make no claim that Cradle causes babies to sleep longer. Nothing on this site is a clinical result. The wake-window method is drawn from the published pediatric sleep literature below and checked against our own logged data; how any individual baby responds varies.

Safe Sleep Recommendations to Reduce the Risk of SIDS

American Academy of Pediatrics (AAP), Task Force on Sudden Infant Death Syndrome
AAP Policy Statement · 2022 (most recent update)
How Cradle uses it

Cradle never recommends a sleep position, sleep surface or co-sleeping arrangement that conflicts with current AAP safe-sleep guidance. The AAP statement is the standing reference for everything we say about where and how a baby should sleep. It is not a source for wake-window scheduling, and we don't cite it as one.

publications.aap.org/pediatrics/article/150/1/e2022057990/188304

The Wonder Weeks: A Stress-Free Guide to Your Baby's Behavior

Frans X. Plooij, PhD; Hetty van de Rijt, PhD; Xaviera Plas-Plooij
Countryman Press / W. W. Norton · 7th edition, 2019
How Cradle uses it

Our regression / growth-spurt / "leap" callouts on the Insights tab reference the developmental-leap framework popularized by The Wonder Weeks. We surface these as patterns to watch, not as diagnoses.

thewonderweeks.com

Breastfeeding and the Use of Human Milk

American Academy of Pediatrics (AAP), Section on Breastfeeding
AAP Policy Statement · 2022 update
How Cradle uses it

Cluster-feeding callouts, on-demand feeding cadence and the app's philosophy that frequent newborn feeds are normal are aligned with AAP breastfeeding guidance and supplemented by educational material from La Leche League International.

publications.aap.org/pediatrics/article/150/1/e2022057988/188347

La Leche League International — Breastfeeding Information

La Leche League International · lllusa.org / llli.org · Living resource
How Cradle uses it

Practical guidance on cluster feeding, growth-spurt feed cadence and night-feeding norms is drawn from La Leche League educational material in addition to the AAP policy statement above.

lllusa.org

WHO Child Growth Standards

World Health Organization, Multicentre Growth Reference Study Group
WHO · 2006 (standing reference)
How Cradle uses it

Cradle's growth percentiles are computed from the published WHO Child Growth Standards LMS tables for ages 0–24 months — the reference pediatricians use for babies in this age range. Percentiles are descriptive, not diagnostic: only your pediatrician can interpret them for your child.

who.int/tools/child-growth-standards

Use of WHO and CDC Growth Charts for Children Aged 0–59 Months

CDC — Grummer-Strawn LM, Reinold C, Krebs NF
MMWR Recommendations and Reports 59(RR-9) · 2010
How Cradle uses it

The CDC (and AAP) recommend the WHO growth standards for children under 24 months in the United States — CDC-specific charts take over at age 2. This is why Cradle's growth percentiles use the WHO curves.

cdc.gov/mmwr/preview/mmwrhtml/rr5909a1.htm

Published pediatric sleep literature (wake windows and age-banded schedules)

Weissbluth, Mindell and the broader pediatric-sleep literature
Cross-checked against HealthyChildren.org for age ranges
How Cradle uses it

This is the basis for the wake-window ladder and the nap counts by age. The standard pediatric sleep literature on wake windows, overtiredness and age-banded scheduling sets the shape of our bands; where authors differ slightly, HealthyChildren.org is used as a cross-check on the age ranges themselves. It is cited for ranges only — no pediatric body endorses any particular scheduling method, and we do not imply one does.

healthychildren.org — ages & stages: sleep

Cradle's own logged sleep data

Cradle production logs, 11 May – 14 August 2026 · re-derived 14 August 2026
Median awake time between sleeps: 59 min at ~1 mo · 68 at ~2 · 89 at ~3 · 114 across 3–5 mo
How Cradle uses it

Every age band we publish is sense-checked against what families actually record in the app. This data tests the bands; it does not produce them, and it cannot validate them — Cradle shows a window, a parent logs that window, and we count the match, so a wrong ladder would produce data that looks just as tidy. Every figure describes what was logged, not what was measured: Cradle is not a monitor, a missed log is invisible to us, and these totals are floors rather than ground truth.

Cradle is built and maintained by Creator Lane Studios LLC. We update this page when we change a recommendation or add a feature that draws on a different source.