Punjab has largest absolute OOSC number ~9.7m despite lower proportional exclusion than Balochistan.
Source
UNICEF — https://www.unicef.org/pakistan/education. Verified in source set / retroactive normalization pending.
What it proves
Absolute numbers and rates answer different policy questions.
How to deploy: Use Punjab has largest absolute OOSC number ~9.7m despite lower proportional exclusion than Balochistan. (Punjab has largest absolute OOSC number ~9.7m despite lower proportional exclusion than Balochistan., 2025) to support the claim that Absolute numbers and rates answer different policy questions.
What it does not prove: The 9.7m is a function of Punjab being by far the largest province: at a 27% rate it excludes a smaller share of its 5-16 cohort than Sindh, KP or Balochistan, so the number is not evidence that Punjab's system performs worst. It also lumps never-enrolled children with dropouts, so it is not a single queue of 9.7m children waiting for seats.
Memory hook: 9.7m → Pakistan's biggest out-of-school population sits in its lowest-rate province
Rebuts the claim: "Fix Balochistan and you fix Pakistan's out-of-school crisis" — Punjab alone carries ~9.7m of the 25.1m, against Balochistan's 3.5m.