Brazil
OAAvailableTraining meets organisational requirements
AS711 · 2025-Q3
42.9%
n=35
Cross-study evidence lab
Relationships across MAD studies
Action Statements provide the semantic connector. Each path below stays attached to its survey item, measure, jurisdiction, denominator, and dataset so an association can be inspected without turning it into a causal claim.
Direct evidenceexact statement8 jurisdictions · 2 statements
Training availability: market supply and organisational fit
Both studies map the same Action Statement (AS711) to compatible yes-share measures. The difference describes reported availability, not causation.
Relationship atlas
Follow curated evidence threads between Action Statements. Select a family to inspect why its members may be read together.
How to read this map
- Find a study spokeOA, EL and PE are the three studies.
- Read its markersEach marker is one Action Statement in that study.
- Follow a threadA line places a statement in a relationship family. Hover it to reveal its reviewed comparison partner.
What this map is saying
This relationship asks whether the availability of short training courses reported by education providers is reflected in organisations saying that training meets their requirements. The shared AS711 marker is the bridge: the studies examine the same Action Statement from the supply and user perspectives.
The atlas reports the selected jurisdiction's descriptive distance between the two results; it does not test statistical significance or causation. Open the jurisdiction or cross-jurisdiction view to inspect the measured pattern. Policy Environment is not connected because this reviewed family has no policy measure, not because policy is unimportant.
Selected thread:Training availability connects OA and EL through AS711.Hover or focus a marker or connecting line for its full meaning.
Brazil reading: Wide separation. Short training courses are available is 36.2 percentage points higher than Training meets organisational requirements.
OA · Organisational AdoptionEL · Education LandscapePE · Policy EnvironmentLine style: solid = direct evidencelong dash = reviewed relationship
Relationship families
Training availability
DirectBoth studies map the same Action Statement (AS711) to compatible yes-share measures. The difference describes reported availability, not causation.
- Relationship kind
- Exact statement
- Canonical topics
- TRAINING_AVAILABILITY, SHORT_COURSES
- Members
- OA AS711 · item 1662925111519
- EL AS711 · item 1662406986478
Relationship index
Select a row to update the atlas
| Relationship | Evidence | Studies | Action Statements | Coverage |
|---|---|---|---|---|
| Exact statement | Direct | OA↔EL | AS711 | 8 jurisdictionsBrazil, Colombia, Ecuador, Guatemala, Mexico, Peru, Tunisia, United Kingdom |
| Supply demand | Curated | OA↔EL | AS721AS724AS725AS726+6 | 8 jurisdictionsBrazil, Colombia, Ecuador, Guatemala, Mexico, Peru, Tunisia, United Kingdom |
| Policy to practice | Curated | OA↔PE | AS752AS774 | 8 jurisdictionsBrazil, Canada, Colombia, Ecuador, Guatemala, Mexico, Peru, Tunisia |
| Policy to practice | Curated | OA↔PE | AS423AS714AS733 | 8 jurisdictionsBrazil, Canada, Colombia, Ecuador, Guatemala, Mexico, Peru, Tunisia |
| Supporting context | Curated | OA↔PE | AS432AS714 | 8 jurisdictionsBrazil, Canada, Colombia, Ecuador, Guatemala, Mexico, Peru, Tunisia |
Evidence records
Survey results and source records used for Training availability.
15 of 15 records
| Details | Measure | |||||
|---|---|---|---|---|---|---|
| Brazil | OAAS711 | Training meets organisational requirements | 42.9% | 35 | Available2025-Q3 | |
| Brazil | ELAS711 | Short training courses are available | 79.1% | 67 | Available2025-Q3 | |
| Colombia | OAAS711 | Training meets organisational requirements | 60% | 40 | Available2025-Q3 | |
| Colombia | ELAS711 | Short training courses are available | 87.5% | 16 | Available2025-Q2 | |
| Ecuador | OAAS711 | Training meets organisational requirements | 55.6% | 18 | Available2025-Q3 | |
| Ecuador | ELAS711 | Short training courses are available | 77.8% | 18 | Available2025-Q2 | |
| Guatemala | OAAS711 | Training meets organisational requirements | 57.6% | 33 | Available2025-Q4 | |
| Guatemala | ELAS711 | Short training courses are available | 90% | 10 | Available2025-Q4 | |
| Mexico | OAAS711 | Training meets organisational requirements | 54.7% | 53 | Available2025-Q2 | |
| Mexico | ELAS711 | Short training courses are available | 84% | 25 | Available2025-Q2 | |
| Peru | OAAS711 | Training meets organisational requirements | 51.7% | 60 | Available2025-Q3 | |
| Peru | ELAS711 | Short training courses are available | 69.6% | 23 | Available2025-Q3 | |
| Tunisia | OAAS711 | Training meets organisational requirements | 55% | 20 | Available2025-Q3 | |
| Tunisia | ELAS711 | Short training courses are available | 84.2% | 19 | Available2025-Q4 | |
| United Kingdom | ELAS711 | Short training courses are available | 78.9% | 19 | Available2025-Q3 |
Brazil
ELAvailableShort training courses are available
AS711 · 2025-Q3
79.1%
n=67
Colombia
OAAvailableTraining meets organisational requirements
AS711 · 2025-Q3
60%
n=40
Colombia
ELAvailableShort training courses are available
AS711 · 2025-Q2
87.5%
n=16
Ecuador
OAAvailableTraining meets organisational requirements
AS711 · 2025-Q3
55.6%
n=18
Ecuador
ELAvailableShort training courses are available
AS711 · 2025-Q2
77.8%
n=18
Guatemala
OAAvailableTraining meets organisational requirements
AS711 · 2025-Q4
57.6%
n=33
Guatemala
ELAvailableShort training courses are available
AS711 · 2025-Q4
90%
n=10
Mexico
OAAvailableTraining meets organisational requirements
AS711 · 2025-Q2
54.7%
n=53
Mexico
ELAvailableShort training courses are available
AS711 · 2025-Q2
84%
n=25
Peru
OAAvailableTraining meets organisational requirements
AS711 · 2025-Q3
51.7%
n=60
Peru
ELAvailableShort training courses are available
AS711 · 2025-Q3
69.6%
n=23
Tunisia
OAAvailableTraining meets organisational requirements
AS711 · 2025-Q3
55%
n=20
Tunisia
ELAvailableShort training courses are available
AS711 · 2025-Q4
84.2%
n=19
United Kingdom
ELAvailableShort training courses are available
AS711 · 2025-Q3
78.9%
n=19
Provenance · 22 datasets
- Manifest version
- 1.0.0
- Manifest updated
- Relationship registry version
- 1.0.0
- Model generated
- Datasets
- el-bra-2025q3, el-col-2025q2, el-ecu-2025q2, el-gbr-2025q3, el-gtm-2025q4, el-mex-2025q2, el-per-2025q3, el-tun-2025q4, oa-bra-2025q3, oa-col-2025q3, oa-ecu-2025q3, oa-gtm-2025q4, oa-mex-2025q2, oa-per-2025q3, oa-tun-2025q3, pe-bra-2025q4, pe-can-2025q4, pe-col-2025q4, pe-ecu-2025q4, pe-gtm-2025q4, pe-mex-2025q4, pe-per-2025q4
How these relationships are calculated
Raw percentage-point gaps appear only when two registered measures have the same compatibility key and unit. Other pairs are compared through ranks, Kendall tau-b, Spearman rank association, or a grouped binary contrast as appropriate.
A coefficient is withheld below five common jurisdictions. Results with five to seven jurisdictions are marked fragile and include a leave-one-out range. MAD does not report p-values, a universal cross-study score, or causal effects on this page.