Measuring Early Learning Quality and Outcomes (MELQO)

Multinational · UNESCO / UNICEF / World Bank / Brookings · 2014 (Overview document 2017)

A pre-primary school-readiness audit — used by ministries of education to benchmark cohort outcomes across countries. Not a per-age developmental milestone tracker.

Pre-primary ages 4–6 years · Direct child assessment + caregiver report · Field-tested across 12+ low- and middle-income countries.

Open the MELQO programme at UNESCOBrowse all 30 MELQO MODEL items

Tri-pillar normative anchor

MELQO is the only pre-primary assessment instrument jointly developed and co-attributed across three multilateral education authorities — UNESCO, UNICEF, and the World Bank — with technical leadership from the Brookings Institution's Center for Universal Education. This co-attribution is unusual: most instruments belong to a single research group or publisher. MELQO's consortium structure was designed so that low- and middle-income countries could adopt a measurement standard without committing to a single donor's framing.

Why this matters for parents — Learning Curve's school-readiness check

MELQO MODEL gives the field a defensible blueprint for what a 4–6 year old should be able to do before entering primary school — vetted across UNESCO, UNICEF, the World Bank, and the Brookings Institution. The instrument's strength is the item catalog, not its cohort-aggregate country scores.

Learning Curve is building its first parent-facing assessment from this blueprint: the 30 MELQO MODEL items re-authored as a voice-driven (with optional slide support for direct tasks) school-readiness check for parents who want to understand where their pre-primary child sits before primary entry. Each item carries an inferred age window from peer instruments (Stanford SHQ, EYFS, Bayley-4, WPPSI) so the check answers both “is my child ready” and “by what age should this skill emerge.”

Tracking prompt: P213 — LC school-readiness assessment from MELQO blueprint.

Where MELQO sits in the pre-primary stack

On Learning Curve, MELQO fills the pre-primary gap between WHO GSED (0–5 years, normative milestones) and the early-primary end of EYFS (30–60 months, statutory curriculum). Where WHO GSED measures developmental achievement, MELQO measures the learning outcomes a child should hold by the time they enter primary school — literacy readiness, oral language, early numeracy, and social-emotional regulation — across cultural contexts.

The shape of Measuring Early Learning Quality and Outcomes (MELQO)

Alternate visualizations

Colour key:Body— physical — gross & fine motorMind— cognitive — language, thinkingHeart— social & emotionalCurriculum— academic — literacy, maths, world

MELQO — sub-milestones to constructs to activities

Left column: age-band sub-milestones. Middle: observable constructs each targets. Right: activities scaffolding those constructs. Click any construct or activity node to open its wiki page. Node width proportional to number of outgoing connections.

4 sub-milestones · 30 constructs · 0 activities · 30 links

Columns:Sub-milestones (by category)ConstructsActivities
Sub-milestone colours:physicalcognitivesocial emotionalcurriculum contentlifecourse

Sankey diagram with three columns. Left: EYFS sub-milestones grouped by age band and parent ELG. Middle: the observable constructs each sub-milestone targets. Right: activities that scaffold those constructs. Click construct or activity nodes to open their detail wiki pages.

MELQO domains (4)

30 MODEL items · sorted by entry age

Methodology audit — cross-country cohort scores (expand for the data)

Read with caution. The numbers below are cohort-aggregate averages for whichever pre-primary children each country sampled. They are NOT age-stratified within the cohort. Cross-country differences reflect cohort age composition (older sample looks “better”), school vs home enrolment, enumerator training, curriculum exposure, and measurement invariance — not just child development. The MELQO consortium explicitly notes that measurement invariance models suggested items did NOT function the same across countries. Use this table for cross-cultural comparison of curricular reach + as audit data on which MELQO items have published norms — NOT for ranking child development between countries.

193 observations across 46 items · 4 countries (Lao PDR, Madagascar, Mongolia, Tanzania)

Scores rescaled 0–1 (0 = floor, 1 = ceiling)

Pre-literacy (6 items)

ItemAge windowMethodLao PDRMadagascarMongoliaTanzania
Initial sound discriminationnot in catalog—Direct child task0.14—0.250.33
Initial sound identification48–66moDirect child task0.15—0.150.15
Letter naming knowledge48–72moDirect child task0.33—0.120.45
Motivation to read30–72moTeacher report—0.850.960.80
Name writing42–66moDirect child task0.40—0.390.69
Pre-Literacynot in catalog—Direct child task———0.48

Oral language (3 items)

ItemAge windowMethodLao PDRMadagascarMongoliaTanzania
Expressive vocabulary12–60moDirect child task0.39—0.410.53
General knowledgenot in catalog—Direct child task0.34—0.110.44
Listening story comprehension24–60moDirect child task0.50—0.690.62

Pre-numeracy (14 items)

ItemAge windowMethodLao PDRMadagascarMongoliaTanzania
Measurement vocabularynot in catalog—Direct child task0.84—0.720.92
Measurement vocabulary, set 1not in catalog—Teacher report—0.960.910.90
Measurement vocabulary, set 2not in catalog—Teacher report—0.830.870.82
Mental addition54–72moDirect child task0.50—0.510.58
Mental transformations54–72moDirect child task0.27—0.430.31
Number comparison48–66moDirect child task0.75—0.850.70
Number identification48–72moDirect child task0.30—0.360.76
Pre-Numeracynot in catalog—Direct child task———0.68
Producing a set42–66moDirect child task0.47—0.460.85
Puzzle completion36–48mo————
Shape naming27–54moTeacher report—0.870.890.64
Spatial vocabulary36–60moDirect child task0.60—0.720.77
Time conceptsnot in catalog—Teacher report—0.650.780.91
Verbal counting36–60moDirect child task0.35—0.450.72

Executive function (5 items)

ItemAge windowMethodLao PDRMadagascarMongoliaTanzania
Backward digit spannot in catalog—Direct child task0.08—0.050.11
Executive Functionnot in catalog—Direct child task———0.52
Forward digit spannot in catalog—Direct child task0.63—0.540.70
Head toes knees shouldersnot in catalog—Direct child task———0.65
Head, toes, knees, shouldersnot in catalog—Direct child task0.28—0.250.47

Social-emotional (3 items)

ItemAge windowMethodLao PDRMadagascarMongoliaTanzania
Perspective-taking/empathy30–72moDirect child task0.30—0.520.64
Socio-Emotionalnot in catalog—Direct child task———0.48
Understanding feelingsnot in catalog—Direct child task0.35—0.650.68

Motor (1 items)

ItemAge windowMethodLao PDRMadagascarMongoliaTanzania
Fine Motornot in catalog—Direct child task———0.72

Health (1 items)

ItemAge windowMethodLao PDRMadagascarMongoliaTanzania
Healthnot in catalog—Direct child task———0.83

language_communication (2 items)

ItemAge windowMethodLao PDRMadagascarMongoliaTanzania
Expressive language18–60mo————
Receptive language9–60mo————

social_others (11 items)

ItemAge windowMethodLao PDRMadagascarMongoliaTanzania
Adjustment to transitions24–60mo————
Exploration / approach to new12–60mo————
Inhibitory control: activity regulation36–72mo————
Inhibitory control: not intrusive36–72mo————
Inhibitory control: sits still36–60mo————
Inhibitory control: stops on cue24–60mo————
Planning ahead36–72mo————
Prosocial: offers help18–60mo————
Prosocial: shares with peers24–60mo————
Self-control in social interaction36–66mo————
Self-regulation: settles down24–60mo————

Coverage status

  • Source items in plain English — all 30 MELQO MODEL items preserved verbatim from the 2017 Overview document. Each item is tagged with its assessment mode (direct child task, teacher / caregiver report, or observation rubric).
  • Cross-country normative observations — 193 per-item average scores across 4 countries (Lao PDR, Madagascar, Mongolia, Tanzania), extracted from the ECD Measure consortium results brief (Table 3 + 4). Surfaced in the panel above. Further country reports (UNICEF Tanzania Mainland+Zanzibar, Bangladesh IDELA) under extraction.
  • Crosswalk to Learning Curve canonical milestones — in progress. MELQO measures outcomes by domain rather than by age-banded milestones, so the crosswalk uses a many-to-many mapping into the LC canonical pool (literacy ↔ phonological awareness, numeracy ↔ early number sense, etc.) — not yet surfaced on this page.
  • Voice activities — MELQO items are written as assessment prompts, not authoring seeds. Once the canonical crosswalk lands, activities flow in automatically from the LC canonical layer. No MELQO-specific authoring pass is planned: the items are observation rubrics, not lesson content.

About Measuring Early Learning Quality and Outcomes (MELQO)

What is MELQO?

MELQO — Measuring Early Learning Quality and Outcomes — is a pre-primary measurement programme jointly developed by UNESCO, UNICEF, the World Bank, and the Brookings Institution's Center for Universal Education. It was launched in 2014 and the consolidated Overview document published in 2017. The programme carries two paired instruments: the MODEL (Measure of Development and Early Learning), which assesses what a 4–6 year old knows and can do, and the MELE (Measure of Early Learning Environments), which measures the quality of the classroom they sit in.

This page covers the MODEL instrument only. MELE items are environmental-quality measures (classroom inputs — materials, teacher behaviour, group dynamics) and don't fit the child-developmental shape Learning Curve organises around. The MELE items are catalogued separately in our methodology archive.

The tri-pillar consortium

MELQO is unusual among assessment instruments. Most are owned by a single publisher (Bayley by Pearson, Denver II by Denver Developmental Materials, ASQ-3 by Brookes), or by a single research group (Stanford SHQ by the Langcog Lab). MELQO is jointly held by three multilateral education authorities so that adoption by a low- or middle-income country doesn't mean locking into a single donor's framing.

The practical consequence: when MELQO items appear in a country report, the country has a credible measurement standard that does not require importing a Western normative reference. The instrument has been field-tested across 12+ contexts — including Bangladesh, Cambodia, Tanzania, and Kenya — with translations and adaptations co-developed locally rather than imposed.

The four domains

MELQO MODEL organises pre-primary readiness across four domains rather than age bands. Each item is collected through one of three methods: direct assessment of the child (e.g. naming letters, counting objects), teacher / caregiver report (e.g. does the child show interest in printed material?), or structured observation in the classroom or home setting.

  • Literacy — print awareness, letter identification, name writing. Readiness for primary-school literacy instruction.
  • Language — oral expression, vocabulary, sound awareness. The verbal substrate everything else builds on.
  • Numeracy — counting, number recognition, simple operations, shape and pattern awareness.
  • Social-emotional — self-regulation, peer interaction, perseverance, classroom adjustment. Often the strongest single predictor of later school success.

Why MELQO sits on Learning Curve

Learning Curve organises developmental references along an age axis from birth to 18 years. The pre-primary band (roughly 36 to 72 months) is where two large strands meet: the early-childhood milestone trackers — WHO GSED, CREDI, Stanford SHQ, Bayley-4 — taper off around 5 years, and the school-curriculum frameworks (EYFS in the UK, Common Core in the US, KSSR in Malaysia, NCERT in India) pick up from formal-schooling entry. MELQO sits deliberately in that overlap, and it is the only widely-used instrument explicitly designed for it across cultural contexts.

On this page, MELQO items are shown as observation rubrics. To see how the same skills (letter identification, counting, self-regulation) are tracked in the months leading up to MELQO and from MELQO into the early primary years, browse the WHO GSED and EYFS pages.

Source: Raikes, A., Sayre, R., Davis, D., Anderson, K., Hyson, M., Seminario, E., & Burton, A. (2017). Measuring Early Learning Quality and Outcomes (MELQO): Overview. Paris: UNESCO; New York: UNICEF; Washington: World Bank; Washington: Brookings Institution. ISBN 9789231002205.

Methodology & sources

Citation

Raikes, A., Sayre, R., Davis, D., Anderson, K., Hyson, M., Seminario, E., & Burton, A. (2017). Measuring Early Learning Quality and Outcomes (MELQO): Overview. UNESCO, UNICEF, the World Bank, and the Brookings Institution.

Also indexed under: instruments, multinational