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H.U.M.A.N. Leadership Lab

Scenario 3 · Fictional · NYCPS-2026.10.16-v2

Raising reading, mathematics, and attendance together

Your role: Principal leading improvement in grades 4–5 of a fictional NYCPS elementary school

Nothing is sent to a server.
  1. First unaided response
  2. Stakeholder dialogue
  3. Decision path explored
  4. Reflections (0 of 5)
  5. Work design
  6. Developmental debrief
  7. Revised response

1.Brief

The superintendent asks for a clear plan to improve reading and math achievement and attendance. Teachers say they already have multiple initiatives and too little time to examine student work. Families say the school mainly contacts them when something is wrong. The AP proposes daily test preparation and perfect-attendance prizes. A grade-team leader asks for a smaller set of instructional priorities and help understanding why students miss learning time. You must produce a 90-day improvement plan with priorities, staff roles, protected implementation time, family engagement, and evidence that will show whether the plan is working. The task is to improve students' learning and access, not simply announce higher targets.

Known facts

  • The superintendent wants a 90-day plan for reading, math and attendance.
  • Teachers report initiative overload and little time to examine student work.
  • Families mainly hear from the school when something is wrong.
  • The AP proposes daily test prep and perfect-attendance prizes.

Unknowns

  • Which specific reading and math skills current students need — last spring's results describe a different tested cohort.
  • Why individual students miss school; family reports are hypotheses, not explanations for every absence.
  • Whether weak intervention results reflect the intervention, limited delivery, or both.

Constraints

  • All numbers are fictional and are not NYCPS results or research effect estimates.
  • Record and follow up attendance under current A-210 guidance; student information under A-820 [S16, S3].
  • Do not require unpaid tutoring or reassign preparation time by assumption [S6].
  • Protect IEP services and language supports when creating intervention time.

Fictional data packet

Fictional data packet — created for this simulation; not NYCPS results or research effect estimates
MeasureFictional baselineInterpretation task
Previous spring reading/ELA proficiency84 of 240 tested grade 4–5 students: 35%Prior-year tested cohort; do not assume these are the current students or that this diagnoses reading needs.
Previous spring mathematics proficiency96 of 240 tested: 40%Examine skill-level evidence and test participation before selecting interventions.
Current grade 4–5 cohort240 students, each enrolled all 40 school days in the practice datasetA simplified denominator for the simulation only.
Attendance to date8,832 present student-days / 9,600 possible: 92%This average can conceal concentrated absence.
Chronic absence to date84 of 240 students missed at least 4 of 40 days: 35%At least 10% of enrolled days missed; count excused and unexcused absence consistently.
Missing baseline reading/math diagnostics24 of 240 students: 10%Arrange accessible makeups; do not record missing as failure or omit these students.
Planned intervention delivery18 of 30 scheduled group sessions in the previous two weeks: 60%Determine whether a weak result reflects the intervention, limited exposure, or both.

Student work shows differing needs in word reading, fluency and comprehension; math work shows difficulty explaining fractions and selecting representations. Some families report transportation, health, safety or housing barriers. These reports are hypotheses to investigate, not explanations for every absence. Review student-level patterns and subgroup access without stigmatizing disability, language status or family circumstances.

Designing the 90-day plan

  1. Days 1–15: accurate baseline and priorities. Review student work, screen/diagnose specific needs with appropriate instruments, arrange missing assessments and distinguish current students from the previous cohort. Audit the delivered curriculum, accommodations, intervention access, attendance accuracy and lost learning time. Hear from families and students. Select one reading priority, one math priority and a tiered attendance response.
  2. Days 16–30: adult practice and reliable delivery. Provide modeling, co-planning and feedback within appropriate schedules. Use a consistent instructional sequence and flexible needs-based groups. Match reading support to the identified need. In math, plan explicit explanations, purposeful representations and chances for students to explain reasoning. Assign an attendance case owner and next step for priority students; resolve concrete barriers rather than repeating reminders.
  3. Days 31–60: inspect implementation and early learning. Review short-cycle measures, student work, delivered sessions and attendance trends with staff. Check whether absent students miss the support intended for them. Adjust grouping, access and support when evidence warrants. Do not label an intervention ineffective when it was largely undelivered.
  4. Days 61–90: evaluate and adapt. Compare like measures for the same students where possible; describe missing data, changing enrollment and uncertainty. Review family feedback and staff workload. Continue, revise or stop components using predefined criteria. State-test proficiency is a longer-term outcome; no new state-test result exists in a 90-day window.

Evidence-informed instructional and attendance choices

  • Reading (grades 4–9 practice guide): targeted work on multisyllabic decoding, fluency, vocabulary/knowledge and comprehension routines, plus supported engagement with demanding text. Choose practices from assessed needs; do not prescribe one uniform intervention.[S17]
  • Mathematics (elementary intervention guide): systematic teaching, clear mathematical language, concrete/visual representations, number lines and explicit word-problem instruction, with frequent checks of understanding.[S18]
  • Attendance (practitioner guidance): schoolwide conditions, targeted outreach and more intensive coordinated help when needed. Identify barriers and relationships; avoid policies that pressure sick children to attend or penalize disability-related needs.[S19]

Illustrative pilot targets

To be revised after diagnosis. Not promised effects or research estimates.

  • By day 15, offer an accessible diagnostic makeup to all 24 students missing a baseline and document completed/pending cases.
  • In each later two-week cycle, deliver at least 27 of 30 scheduled intervention sessions (90%); track student participation and accommodations separately.
  • Choose an instrument-appropriate reading and math growth goal after valid baseline review; do not compare different test scales as if interchangeable.
  • For the same 84 students initially flagged, compare each student's missed-day rate in the first 40 days with a later 20 enrolled-day window. Illustrative target: a lower rate for at least 50 students (50/84 ≈ 59.5%). Track transfers and students without a comparable window separately; missing follow-up is not improvement.
  • Keep reporting school/cohort chronic absence on the cumulative enrolled-day denominator. Do not compare a 20-day absence count directly with a 40-day count or imply a good week erases chronic absence.

Roles and bargaining units

Titles and units are distinct. Rights for one title do not carry to another.

RoleUnitNote
Principal (you)CSA
Assistant principalCSAGive a manageable improvement role; verify any changed schedule or additional assignment. A leader's title is not unlimited availability.
Teachers and specialistsUFTVerify workday, preparation, professional-learning and any posting/compensation terms.
ParaprofessionalsUFTDistinct from school aides.
School aidesDC 37 Local 372Include their knowledge of arrival and transitions; verify duties, training, schedule and data access. Not substitute reading teachers, attendance investigators or mandated paraprofessionals.
Families and students—
Attendance / HR / program personnelNYCPS offices

Applicable rules and limits

Limited summaries of official sources checked 2026-10-16. Reviewed by an authorized NYCPS labor-relations reviewer and an instructional leader (founder-reported). All agreements confirmed current for 2026–27 (founder-reported).

  • Use A-210 and current NYCPS attendance guidance for recording and follow-up, and A-820 for student information. Use current school/district curriculum, assessment and special-education requirements; no Chancellor's Regulation mandating a particular reading or math method is implied.[S16][S3]
  • UFT: verify the applicable workday, teaching/preparation responsibilities, professional-learning arrangements and any posting/compensation requirements. Do not require unpaid tutoring, assume preparation time can be reassigned, or invent an observation requirement. Developmental learning walks are distinct from formal evaluation.[S2][S6]
  • CSA: assign the AP a manageable improvement role and verify any changed schedule or additional assignment under applicable terms.[S7]
  • DC 37 Local 372: verify aides' duties, training, schedule and authorized data access before assigning attendance support. Read the posted base agreement together with later applicable terms.[S8]
  • If a genuine pedagogic per-session program is chosen, verify C-175's requirements rather than assuming all extra work qualifies.[S9]

2.First unaided response

Decision checkpoint · Plan direction

The facilitator key appears after you submit your first independent response (generate the debrief).

Choose a direction at the decision checkpoint, then outline your 90-day plan: priorities, what you will stop, staff roles and protected time, family engagement, and which evidence you will bring at 30, 60 and 90 days. Keep annual outcomes, short-cycle growth and attendance measures distinct.

0/6000 · Write before viewing any guidance.

3.Stakeholder dialogue rehearsal

Scripted fictional stakeholder — not AI. One stakeholder at a time, 1 turns.

UFT-represented grade-team leader (fictional)

Teacher leader

We want better outcomes. What will we stop doing so there is time to plan, teach and learn from student work?

4.Decision path

Illustrative, fictional consequences for discussion — not predictions. Explore more than one path.

The superintendent wants a 90-day plan for reading, math and attendance. Which direction do you set?

Tension: Visible urgency vs. a manageable plan built on diagnosis.

Outcomes explored: 0 of 4

5.H.U.M.A.N. reflections

How will students, families and staff help define the problem without blame or deficit assumptions?

General lens: Whose account have you not yet heard, and how will you make it safe for them to disagree with you?

What do the data establish, what do they leave unanswered, and how will you measure real progress?

General lens: What information or tool output are you relying on? How did you check its source and limits, and who owns the final judgment?

What resources, role clarity and protected learning time will enable staff to deliver the plan?

General lens: Whose capability is visible here — and whose might be overlooked? What opportunity or development follows?

How will the AP and teacher leaders practice instructional feedback, data inquiry and attendance problem-solving?

General lens: What routine, timeline or coaching support would make your plan workable in a real week?

How will you explain priorities, stop competing tasks, and revise the plan openly when evidence changes?

General lens: What is changing for the people involved? How will they give input, and when would you adjust course?

Instructional connection (NYC-selected component references)[S1]

All eight NYC-selected components have a role. 1a: content/pedagogy behind the chosen reading and math practices. 1e: coherent lessons and intervention sequences. 2a: a respectful climate that supports belonging and participation. 2d: predictable routines that protect instructional time. 3b: questions that elicit students' thinking. 3c: meaningful engagement with challenging tasks. 3d: instructional decisions based on evidence of understanding. 4e: collaborative professional learning and reflection. Original practice prompts, not rating descriptors; attendance or proficiency data never become automatic teacher ratings.

6.90-day improvement plan

Targets are illustrative and revised after diagnosis — never promised effects. Name the denominator for every measure.

90-day improvement plan · Reading
90-day improvement plan · Mathematics
90-day improvement plan · Attendance

7.Developmental debrief

Generates a guided, keyword-based pattern check of your first response. It is not AI and does not judge capability. Your original response will be locked.

Write at least a few sentences first.

Sources for this case

S1 current-year applicability confirmed (2026–27, founder-reported)

UFT — Measures of Teacher Practice

Issued: Current public guidance (undated page) · Checked: 2026-10-16 · NYC-selected components 1a, 1e, 2a, 2d, 3b, 3c, 3d, 4e

Union guidance page. Used only to name NYC-selected component references; no rubric text is reproduced and the Lab gives no ratings.

Rule summary reviewed by an authorized NYCPS labor-relations reviewer and an instructional leader (founder-reported, 2026-10-16). Review of a summary is not NYCPS or union endorsement.

Open official source

S2 current-year applicability confirmed (2026–27, founder-reported)

UFT — Getting started: The first 90 days

Issued: Current public guidance (undated page) · Checked: 2026-10-16 · Observation duration; feedback and report timelines

Describes 10 school days for feedback, 30 school days for a written report, 15 minutes minimum informal observation. Confirmed for 2026–27 (founder-reported); these are school days, not calendar days.

Rule summary reviewed by an authorized NYCPS labor-relations reviewer and an instructional leader (founder-reported, 2026-10-16). Review of a summary is not NYCPS or union endorsement.

Open official source

S3 public source verified

NYC Public Schools — Chancellor's Regulation A-820

Issued: 2025-05-28 · Checked: 2026-10-16 · VIII.A and applicable third-party disclosure provisions

Governs student-record access and disclosure. Not a universal rule for personnel records.

Rule summary reviewed by an authorized NYCPS labor-relations reviewer and an instructional leader (founder-reported, 2026-10-16). Review of a summary is not NYCPS or union endorsement.

Open official source

S6 current-year applicability confirmed (2026–27, founder-reported)

NYC Office of Labor Relations / UFT — NYC/UFT 2023 Memorandum of Agreement

Issued: 2023 (OLR lists UFT MOA 2022–2027) · Checked: 2026-10-16 · Virtual Learning (school-based program); Workday pilot

Confirmed current for 2026–27 by the authorized reviewer (founder-reported). The Lab does not calculate workday minutes or schedules.

Rule summary reviewed by an authorized NYCPS labor-relations reviewer and an instructional leader (founder-reported, 2026-10-16). Review of a summary is not NYCPS or union endorsement.

Open official source

S7 current-year applicability confirmed (2026–27, founder-reported)

NYC Office of Labor Relations / CSA — NYC/CSA 2023–2028 MOA, amended Appendix A

Issued: 2023–2028 term · Checked: 2026-10-16 · V.B and relevant program provisions

Confirmed current for 2026–27 by the authorized reviewer (founder-reported). Not an unlimited exemption from supervision.

Rule summary reviewed by an authorized NYCPS labor-relations reviewer and an instructional leader (founder-reported, 2026-10-16). Review of a summary is not NYCPS or union endorsement.

Open official source

S8 current-year applicability confirmed (2026–27, founder-reported)

DC 37 Local 372 (union-posted) — Local 372 School Aides/Health Service Aides agreement, 2017–2021

Issued: 2017-09-26 to 2021-05-25 · Checked: 2026-10-16 · Sections VII, XX, XXII-A, XXXII

Document text is dated 2017–2021; the reviewer confirmed its terms, with later instruments, apply for 2026–27 (founder-reported).

Rule summary reviewed by an authorized NYCPS labor-relations reviewer and an instructional leader (founder-reported, 2026-10-16). Review of a summary is not NYCPS or union endorsement.

Open official sourceUnion contract indexCity agreement index

S9 public source verified

NYC Public Schools — Chancellor's Regulation C-175 (per session)

Issued: 2021-10-21 · Checked: 2026-10-16 · Applicability, definition, policy, posting, approval, timekeeping

Covers pedagogic per-session service only. Not a universal overtime rule for DC 37 aides.

Rule summary reviewed by an authorized NYCPS labor-relations reviewer and an instructional leader (founder-reported, 2026-10-16). Review of a summary is not NYCPS or union endorsement.

Open official source

S16 public source verified

NYC Public Schools — Attendance (links current A-210)

Issued: Current official page; no issue date hardcoded · Checked: 2026-10-16 · Attendance recording and follow-up; linked A-210

Use the current official-linked A-210; an older indexed PDF does not establish the latest text.

Rule summary reviewed by an authorized NYCPS labor-relations reviewer and an instructional leader (founder-reported, 2026-10-16). Review of a summary is not NYCPS or union endorsement.

Open official source

S17 public source verified

IES / What Works Clearinghouse — Providing Reading Interventions for Students in Grades 4–9

Issued: 2022-03 · Checked: 2026-10-16 · Recommendations on decoding, fluency, vocabulary/knowledge, comprehension

Evidence-based practice guide; not an evaluation of this Lab.

Rule summary reviewed by an authorized NYCPS labor-relations reviewer and an instructional leader (founder-reported, 2026-10-16). Review of a summary is not NYCPS or union endorsement.

Open official source

S18 public source verified

IES / What Works Clearinghouse — Assisting Students Struggling with Mathematics: Intervention in the Elementary Grades

Issued: 2021-03 · Checked: 2026-10-16 · Systematic instruction, mathematical language, representations, number lines, word problems

Recommendations require suitable implementation and assessment.

Rule summary reviewed by an authorized NYCPS labor-relations reviewer and an instructional leader (founder-reported, 2026-10-16). Review of a summary is not NYCPS or union endorsement.

Open official source

S19 public source verified

Attendance Works — Strategies for School Sites; Three Tiers of Intervention

Issued: Current practitioner guidance · Checked: 2026-10-16 · Tiered attendance supports

Practitioner guidance, not peer-reviewed causal evidence; no attendance effect is guaranteed.

Rule summary reviewed by an authorized NYCPS labor-relations reviewer and an instructional leader (founder-reported, 2026-10-16). Review of a summary is not NYCPS or union endorsement.

Open official sourceThree tiers of intervention

No NYCPS, Danielson, UFT, CSA or DC 37 endorsement is claimed. This Lab does not file reports, approve programs, negotiate terms or authorize data disclosure.