Evidence & improvement

What should multilingual program data actually tell us?

Use multiple sources of evidence to choose a next step your team can act on.

Threshold ESL editorial · September 17, 2026

Use multiple sources of evidence to choose a next step your team can act on. The starting point is a focused question and evidence the team can use.

Ask a useful question first

Begin with a question about a practice or opportunity the team can influence. For example: Which students are regularly participating in grade-level tasks, and what supports are available when participation breaks down?

Use more than one source

Program records, student work, classroom observations, and conversations with educators each reveal different parts of the system. Look for patterns across them. Avoid treating one indicator as a complete explanation or attributing an outcome to a single cause.

Connect evidence to action

Choose a small change, a responsible owner, and a date to look again. Track both implementation—whether the practice happened—and student experience. Improvement cycles work best when the evidence is manageable enough for the team to use.

Put the idea into practice.

Use the Beyond the Checkbox toolkit to plan your next step, or explore the three-tier framework with your team.

For current Texas program requirements, consult the Texas Education Agency’s bilingual and ESL program guidance. These guides focus on improvement planning, not legal advice.

Texas roots. Brighter futures.

What’s on the other side of compliance?

Stronger programs are built when educators have the knowledge, systems, and support to turn requirements into practice. Let’s build that together.

TEXAS. LEARNERS. BRIGHTER FUTURES.