ChatGPT for School Psychologists: 26 Prompts for IEP Reports, Psych Evals & NCSP Exam Prep

You are a school psychologist (EdS, NCSP) with 8 years of experience conducting IDEA-compliant psychoeducational evaluations at a Title I K-8 school. Write a complete psychoeducational evaluation report for special education eligibility determination under the Specific Learning Disability (SLD) category.

Student profile (de-identified):
- Student: [age, grade, sex — e.g., 3rd-grade male, age 8]
- Referral reason: [presenting academic concern — e.g., significant reading difficulties, decoding and fluency below grade level]
- Evaluation dates: [testing dates]
- Parent/guardian: [relationship — de-identified]
- School: [de-identified]
- General education teacher: [de-identified]
- Referring teacher concern: [brief statement]

Assessment battery administered:
- Cognitive: [e.g., WISC-V — list index scores and FSIQ]
- Academic achievement: [e.g., WJ-IV ACH or WIAT-4 — list reading, math, written expression composites]
- Reading fluency: [e.g., DIBELS 8th Edition ORF, PSF, NWF]
- Behavioral/emotional: [e.g., BASC-3 — teacher and parent forms]
- Executive function: [e.g., BRIEF-2 — teacher form]
- Language screener: [e.g., CELF-5 Screener if applicable]

Report sections to generate:
1. Reason for Referral (2–3 sentences)
2. Background Information (developmental/educational history, prior interventions, attendance, language background, vision/hearing status)
3. Behavioral Observations (during testing — engagement, effort, frustration tolerance, test validity statement)
4. Assessment Results (score table + narrative interpretation for each instrument — FSIQ, index scores, achievement composites, fluency percentiles, behavioral T-scores)
5. Eligibility Determination — SLD Analysis:
   - Pattern of Strengths and Weaknesses (PSW) analysis OR Response to Intervention (RTI) data
   - Rule-out exclusionary factors (vision, hearing, motor, intellectual disability, environmental/cultural/economic disadvantage, ELL)
   - Educational impact statement (how the deficit impacts access to grade-level curriculum)
   - Eligibility conclusion: [eligible/not eligible] with IDEA criteria citation
6. Summary and Recommendations (3–5 specific, actionable recommendations for IEP or general education support)

IDEA-compliant language throughout. De-identified. Professional school psychology report format.

Write a complete IEP Present Levels of Academic Achievement and Functional Performance (PLAAFP) narrative for a student receiving special education services.

Student profile (de-identified):
- Student: [age, grade, sex]
- Disability category: [e.g., Specific Learning Disability — reading; Other Health Impairment — ADHD; Autism Spectrum Disorder]
- School: [de-identified]
- IEP date: [date]

Assessment data to incorporate:
- Reading performance: [standardized score + percentile + grade equivalent; curriculum-based measure e.g., ORF words correct per minute + percentile on DIBELS norms]
- Math performance: [standardized score + percentile; CBM MCAP or easyCBM data if available]
- Written expression: [standardized score + percentile; writing sample data if available]
- Behavioral/social-emotional: [BASC-3 T-scores; teacher/parent behavioral narrative; SDQ or other rating scale data]
- Functional performance: [attention, task completion, self-regulation, organization, peer relationships]
- Parent input: [brief summary of parent-reported strengths, concerns, priorities]
- Teacher input: [brief summary — academic performance, classroom behavior, social skills]
- Student input (if age-appropriate): [student's self-reported strengths and challenges]

PLAAFP narrative must include:
1. Current academic performance in each area (reading, math, written expression) — specific scores with grade comparisons
2. Current functional performance (attention/behavior, social-emotional, communication, adaptive)
3. Impact on curriculum access statement (how the disability specifically impacts involvement in general education curriculum)
4. Strengths statement (2–3 specific academic or functional strengths)
5. Parent input summary (reflecting family priorities)
6. Transition from prior IEP (if annual review — how student progressed on last year's goals)

IDEA-compliant language. Strengths-based framing. No jargon without explanation. Suitable for IEP team review at the annual review meeting.

Write a complete Functional Behavioral Assessment (FBA) summary section for inclusion in a special education evaluation or standalone FBA report.

Student profile (de-identified):
- Student: [age, grade, sex]
- Disability category (if already identified): [or "under evaluation"]
- Referral concern: [specific behavior of concern — e.g., physical aggression toward peers, chronic out-of-seat behavior during instruction, frequent verbal refusals to complete work, self-injurious behavior]

FBA data sources provided:
- Direct observation data: [A-B-C observation records — antecedents, behaviors, consequences; number of observation sessions; settings observed]
- Indirect data: [structured interviews with teacher, parent, student; rating scales — e.g., FACTS, MAS, QABF]
- Review of records: [prior behavior incident reports, discipline data, prior FBAs or BIPs if available]
- Scatter plot data: [time-of-day and activity patterns if collected]

FBA summary sections to generate:
1. Target Behavior Definition (operational, observable, measurable — e.g., "physical aggression defined as hitting, kicking, or biting another person with sufficient force to cause the recipient to react")
2. Baseline Data Summary (frequency, duration, intensity — with table if multiple behaviors)
3. Setting Events / Antecedents (identified patterns — e.g., transitions between activities, proximity to specific peers, academic demands above frustration level, sensory environment)
4. Maintaining Consequences (function hypothesis — escape/avoidance, attention, access to tangibles/preferred activities, automatic/sensory reinforcement)
5. Summary Hypothesis Statement (if [antecedent], the student engages in [behavior] because it results in [consequence/function])
6. Strengths Identified (what the student does well; prosocial skills observed)
7. Recommendations for BIP (specific replacement behaviors and reinforcement strategies aligned to identified function)

IDEA/NASP-aligned language. Evidence-based functional analysis framework. Suitable for IEP team presentation.

Write a complete Behavior Intervention Plan (BIP) based on a completed Functional Behavioral Assessment.

Student profile (de-identified):
- Student: [age, grade, sex]
- FBA summary hypothesis: [paste the hypothesis statement from the FBA — e.g., "When presented with independent reading tasks above his frustration level, Marcus engages in out-of-seat behavior and verbal refusals because it results in escape from the non-preferred task."]
- Function of behavior: [escape/avoidance / attention / access / automatic]
- Setting: [classroom; which class periods; home if applicable]

BIP components to generate:
1. Target Behavior (operational definition — from FBA)
2. Baseline Data (frequency/duration/intensity from FBA observation)
3. Behavior Goals (reduction goal: decrease target behavior by X% over Y weeks; replacement behavior goal)
4. Antecedent Strategies (modifications to prevent the behavior from being triggered):
   - Environmental/instructional modifications
   - Precorrection strategies
   - Visual supports / schedules / priming
5. Teaching Replacement Behavior (specific prosocial skill aligned to function — e.g., "requesting a break" card instead of out-of-seat behavior when work is too hard):
   - How to teach it (direct instruction, modeling, role play)
   - Reinforcement schedule for replacement behavior
6. Consequence Strategies:
   - Response to target behavior (planned ignoring / redirection / removal of reinforcement / de-escalation script)
   - Reinforcement system for desired behavior (token economy, behavior chart, specific reinforcers tied to function)
7. Crisis Plan (if behavior presents safety concerns — de-escalation steps, when to involve administration, parent notification protocol)
8. Data Collection Method (daily behavior chart, point sheet, frequency count — who collects, how often reviewed)
9. Review Schedule (4–6 week BIP review date; fading plan when goal is met)
10. Team Signatures (school psychologist, general ed teacher, special ed teacher, parent/guardian, administrator)

Function-based, PBIS-aligned BIP language. Positive, proactive framing. IDEA-compliant.

Write a complete crisis intervention documentation note for a school psychologist following a crisis response involving a student with suicidal ideation.

Crisis context (de-identified):
- Student: [age, grade, sex]
- Date/time of crisis referral: [date, time]
- Referral source: [e.g., classroom teacher reported student made verbal statement "I don't want to be alive anymore" during independent work time]
- Location of intervention: [school psychologist's office / counselor's office]
- Others present: [school counselor, administrator, parent/guardian — specify]

Documentation to include:
1. Referral Summary (who referred, what was reported, time of referral)
2. Student Interview Summary:
   - Rapport-building approach used
   - Suicidal ideation assessment: ideation (passive vs. active), plan (specific vs. vague), means access (at home — firearms, medications), intent to act, timeline
   - Columbia Suicide Severity Rating Scale (C-SSRS) — ideation intensity items: frequency, duration, controllability, deterrents, reasons
   - Precipitating events (what happened today; any stressors — family conflict, bullying, academic failure, loss)
   - Protective factors identified: future orientation, caring adults, pets, extracurricular engagement, religious/cultural beliefs
3. Risk Stratification:
   - Low / Moderate / High risk — with clinical rationale based on C-SSRS findings and risk/protective factor balance
4. Parent/Guardian Contact:
   - Time contacted, person spoken with, information communicated, parent/guardian response
   - Means restriction counseling provided (yes/no; specific guidance given regarding lethal means at home)
5. Safety Plan (if developed — brief summary of safety plan components: warning signs, coping strategies, social supports, professional contacts, means restriction agreement)
6. Disposition:
   - Return to class with monitoring / referred to community mental health / parent pickup / 911 called / emergency mental health evaluation at hospital — with clinical rationale
7. Follow-Up Plan (who monitors the student; next check-in; communication with school team)
8. HIPAA/FERPA notation (information shared only with need-to-know school personnel; parent notified)

Formal school psychology crisis documentation language. NASP/ASSP crisis intervention framework aligned.

Write a complete 504 Plan accommodation letter and accompanying narrative documentation for a student with ADHD and/or anxiety who does not qualify for special education under IDEA but has a disability substantially limiting a major life activity.

Student profile (de-identified):
- Student: [age, grade, sex]
- Diagnosed condition(s): [e.g., ADHD, Combined Presentation (DSM-5) + Generalized Anxiety Disorder — diagnosed by [pediatrician / psychiatrist / licensed psychologist — de-identified]
- How disability substantially limits major life activity: [e.g., concentration, learning, reading, self-regulation — specify]
- Evaluation data: [school-based assessment data — BASC-3 teacher/parent T-scores for Attention Problems, Anxiety; Conners-3 if available; academic performance data; teacher observation summary]
- Prior interventions: [general education accommodations already tried; RTI data if applicable]

504 Plan document to include:
1. Student Identifying Information (de-identified)
2. Section 504 Eligibility Determination Statement:
   - Diagnosed impairment documented by qualified professional
   - Substantially limits which major life activity (ADAAA 2008 language)
   - How school evaluation data supports functional limitation
3. Accommodation Grid (format: Accommodation | Setting | Responsible Person | Implementation Date):
   - Presentation accommodations (e.g., written + verbal instructions, preferential seating, reduced visual distractions, chunked directions)
   - Response accommodations (e.g., extended time 1.5×, breaks during testing, oral responses permitted, reduced written output demands)
   - Setting accommodations (e.g., small group testing, reduced stimulation environment for standardized testing)
   - Scheduling accommodations (e.g., breaks between tasks, movement breaks, preferential scheduling of difficult subjects in morning)
   - Behavioral/social-emotional supports (e.g., daily check-in/check-out, access to school counselor, sensory fidget tools, self-monitoring checklists)
4. Communication Plan (how accommodations are communicated to all classroom teachers; substitutes)
5. Review Schedule (annual 504 meeting date; who convenes)
6. Parent/Guardian Rights Statement (Procedural Safeguards under Section 504 / ADAAA — brief plain-language summary)
7. Team Signature Lines (504 coordinator, school psychologist, general ed teacher, parent/guardian)

Section 504 / ADAAA-compliant language. FERPA privacy notation.

Write a professional MTSS/RTI Tier 2 intervention recommendation memo from a school psychologist to a general education teacher.

Context:
- Student: [age, grade, sex — de-identified]
- Referring teacher: [name, grade/subject]
- School psychologist: [name, credentials]
- Date: [date]
- Tier 1 data: [describe current core instruction and universal screening data — e.g., DIBELS ORF score at 18th percentile; 3 CBM probes below grade-level benchmark; MAP RIT score below 25th percentile]
- Tier 1 modifications already attempted: [list classroom-level strategies tried — e.g., re-teaching, peer pairing, visual supports, preferential seating — with duration and results]
- Area of concern: [reading fluency / math computation / written expression / behavioral regulation / social skills — specify]

Memo structure:
1. Purpose of Memo (student name, grade, area of concern, reason for Tier 2 recommendation)
2. Summary of Tier 1 Data (universal screener results, CBM progress monitoring data with dates and scores, teacher observation summary)
3. Tier 2 Intervention Recommendation:
   - Specific evidence-based intervention program recommended [e.g., Read Naturally GATE, SPIRE, Wilson Fundations, FastBridge aMath, Check-In Check-Out (CICO)]
   - Frequency and duration (e.g., 30 min/day, 4×/week, in addition to core instruction)
   - Group size (3–5 students)
   - Implementer (reading specialist / interventionist / teacher with coaching)
   - Fidelity checklist recommendation
4. Progress Monitoring Plan:
   - Measure (e.g., DIBELS ORF probes, FastBridge CBMreading)
   - Frequency (biweekly minimum for Tier 2)
   - Decision rules (if student gains X WCM in 8 weeks → adequate response; if not → consider Tier 3 or evaluation referral)
5. Timeline for Review (8-week review date; team convening)
6. Psychologist Availability (consultation offer — classroom observation, parent communication support, team meeting facilitation)

Professional, collaborative tone. MTSS/PBIS framework language. NASP Practice Model Domain 2 (Multi-Tiered Services) aligned.

Write a parent-friendly letter explaining psychoeducational evaluation results to a parent/guardian of a student who was assessed for a potential learning disability or other special education eligibility.

Context:
- Student: [age, grade, sex — de-identified]
- Evaluation purpose: [e.g., possible learning disability in reading / ADHD evaluation / autism spectrum evaluation]
- Key findings (provide actual scores or paraphrase): [FSIQ, reading composite, fluency percentile, behavioral rating scale summary]
- Eligibility outcome: [eligible / not eligible — with category if eligible]
- Family's primary language: [English — if other language, note: "This letter should be provided in the parent's primary language per IDEA; use this as source text for translation."]

Letter requirements:
- 6th-grade reading level (use plain language; explain all technical terms on first use)
- Warm, respectful, jargon-free tone
- No score numbers without plain-language explanation (e.g., "a score of 72 means [student's name] scored higher than about 3 out of 100 students his age on this test")
- Structure:
  1. Opening (thank parent for participating; purpose of letter)
  2. Why We Evaluated [Student's Name] (referral concern in plain language)
  3. What We Found (results in plain language — highlight strengths first, then areas of need)
  4. What This Means for [Student's Name] at School (eligibility determination explained plainly; what happens next)
  5. Recommended Next Steps (IEP meeting invitation / 504 meeting / general education support plan — with date if scheduled)
  6. Parent Rights (IDEA Procedural Safeguards notice enclosed — brief plain-language explanation)
  7. How to Reach Us (school psychologist name, phone, email)
  8. Closing (open door for questions; positive, affirming close)

IDEA-compliant parent notification language. Culturally responsive, strengths-based framing.

Write a formal teacher consultation note documenting a school psychologist's classroom consultation with a general education teacher regarding a student with academic or behavioral concerns.

Consultation context:
- Student: [age, grade, sex — de-identified]
- Consulting school psychologist: [name, credentials]
- Consulting teacher: [name, grade/subject]
- Date and duration of consultation: [date; 30 min]
- Reason for consultation: [e.g., teacher concern about a student with attention difficulties and incomplete work; student with reading disability receiving push-in support; student with anxiety-driven school refusal]
- Student's current status: [general education only / active IEP / active 504 / under evaluation]

Consultation note sections:
1. Referral Concern (teacher's presenting question — in professional summary form)
2. Information Gathered During Consultation:
   - Teacher's observations of student academic performance (specific — grade level, assignments struggling, time-on-task estimate)
   - Teacher's observations of student behavior/social-emotional functioning
   - Current classroom strategies already in use
   - Student's relationships with peers and teacher; motivators identified
3. School Psychologist's Observations / Data Review (classroom observation data if conducted; review of CBM or grade data)
4. Consultation Recommendations — Specific Classroom Accommodations:
   - Instructional accommodations (chunked tasks, graphic organizers, multi-sensory presentation)
   - Environmental accommodations (preferential seating, reduced visual distractions, sensory tools)
   - Behavioral/emotional support strategies (self-monitoring checklist, movement breaks, emotion regulation visual, check-in/check-out)
   - Communication strategies (home-school behavior log, positive phone calls home, daily agenda review)
5. Action Items (who does what, by when — teacher vs. psychologist vs. parent vs. support staff)
6. Follow-Up Plan (2-week follow-up consultation scheduled; student observation planned; data collection method agreed upon)
7. Psychologist signature, date, credentials

Collaborative consultation model (CBC) language. Non-judgmental, strength-based, action-oriented.

Write a complete triennial re-evaluation summary for a student who has been receiving special education services for 3 years and is due for IDEA-required re-evaluation.

Student profile (de-identified):
- Student: [age, grade, sex]
- Current disability category: [e.g., SLD — Reading; OHI — ADHD; ASD]
- Current IEP services: [e.g., 60 min/week reading specialist, push-in math support, social skills group]
- Dates of initial evaluation: [3 years ago]
- Dates of this triennial re-evaluation: [current dates]
- Re-evaluation purpose: [determine continued eligibility; update present levels; inform IEP revision]

Re-evaluation data sources used:
- Review of existing data (prior evaluation reports, IEP progress monitoring data, annual goal attainment, report cards, attendance)
- New assessment data (if collected): [cognitive update if needed, updated achievement testing, updated behavioral rating scales, functional assessment data]
- Parent input: [summary of parent report on student functioning at home and school]
- Teacher input: [summary from current general ed and special ed teachers]
- Student input (if age-appropriate): [student self-report on strengths, challenges, goals]

Triennial summary sections to generate:
1. Purpose and Legal Basis (IDEA 2004 triennial re-evaluation requirements — §300.303)
2. Review of Prior Evaluation Data (findings from initial evaluation 3 years ago; how they compare to current data)
3. Summary of Current Assessment Results (updated scores with comparison to prior; progress monitoring trend data)
4. Continued Eligibility Determination:
   - Does the student continue to meet IDEA criteria for [disability category]?
   - Does the student continue to need special education and related services?
   - Any change in educational impact?
5. Updated Present Levels Summary (current academic and functional performance for PLAAFP update)
6. Recommendations (IEP revisions, updated goals, service level adjustments, additional evaluations needed)
7. Parent Notification (re-evaluation consent obtained / waiver signed — document)

IDEA §300.303–§300.311 compliant. Professional school psychology re-evaluation report format.

Write an SBAR (Situation-Background-Assessment-Recommendation) summary for a school psychologist to present at a special education eligibility determination meeting.

Meeting context:
- Student: [age, grade, sex — de-identified]
- Meeting type: [Initial eligibility meeting / Triennial re-evaluation / Manifestation determination review]
- Date of meeting: [date]
- Team members present: [list roles — parents/guardians, general ed teacher, special ed teacher, school psychologist, administrator/LEA representative, related service providers if applicable]
- Evaluation completed by: [school psychologist name, credentials]

SBAR format:

S — SITUATION:
[Student name and grade] was referred for a full and individual evaluation on [date] due to [referral concern]. This meeting is convened to determine [initial eligibility for special education / continued eligibility / manifestation determination].

B — BACKGROUND:
- Educational history: [grades, schools attended, prior interventions, prior evaluations]
- Relevant developmental/medical history: [health conditions, medications, vision/hearing status, language background]
- Family background: [relevant — sibling history of LD, family literacy environment, socioeconomic context if relevant to exclusionary factors]
- Prior MTSS data: [Tier 1 and Tier 2 intervention data — responses to intervention with dates and measures]

A — ASSESSMENT:
- Summary of all evaluation instruments administered and key findings
- Eligibility criteria analysis — criterion by criterion (IDEA eligibility category being considered)
- Exclusionary factors ruled out
- Educational impact determination
- Eligibility conclusion: [eligible / not eligible] with supporting rationale

R — RECOMMENDATION:
- If eligible: recommended disability category, recommended services (type, frequency, duration, LRE statement), IEP development timeline
- If not eligible: recommended general education supports, 504 consideration, community referrals, monitoring plan

Professional SBAR presentation format. IDEA-compliant eligibility language. Suitable for oral presentation to the IEP team followed by written documentation in the evaluation report.

Write a formal school-based mental health referral letter from a school psychologist to a community mental health agency for a student requiring services beyond what the school can provide.

Referral context:
- School psychologist: [name, EdS/PhD, NCSP, school name, phone, fax/secure email]
- Receiving agency: [community mental health center / private therapist / pediatric psychiatry clinic / community health center — de-identified]
- Student: [age, grade, sex — de-identified; parent/guardian must have signed release of information before this letter is sent]
- Reason for referral: [e.g., ongoing depressive symptoms not responsive to school-based Tier 2 counseling; ADHD requiring medication evaluation; trauma history requiring specialized trauma therapy (TF-CBT); autism spectrum disorder requiring comprehensive diagnostic evaluation; suicidal ideation history requiring outpatient psychiatric follow-up]

Letter must include:
1. Referral Source and Authorization (school name, school psychologist credentials, signed release of information on file — date)
2. Reason for Referral (clinical summary of presenting concerns — 2–3 paragraphs)
3. Relevant School-Based Data:
   - Academic performance summary (relevant to mental health presentation — e.g., declining grades, increased absenteeism)
   - Behavioral/emotional data (BASC-3 T-scores summarized; teacher observation; counseling session summary)
   - Prior school-based interventions (Tier 2 counseling completed, dates, frequency, response)
   - Any prior diagnoses, medications, or outside evaluations on file
4. School's Current Support Level (what the school is providing; why additional community services are needed — school cannot provide [medication management / intensive trauma therapy / diagnostic evaluation] in the school setting)
5. Urgency Level (routine / priority / urgent — with rationale; note: if acute safety concern, school should call 911 / mobile crisis rather than use this letter)
6. Request (specific services being requested from the community agency)
7. Collaboration Offer (school willing to participate in care coordination meetings; release of information on file; school contact for community provider)
8. Closing (signature block — school psychologist name, credentials, title, school, phone, secure fax)

Formal clinical referral language. FERPA-compliant (parent release obtained before sending). Collaborative, non-stigmatizing framing.

Create a comprehensive NASP PRAXIS School Psychology exam (ETS #5402) domain-weighted study guide for candidates preparing for initial NCSP certification.

PRAXIS School Psychology content categories (approximate weights — verify against current ETS test blueprint):
- Professional Practices, Ethics, and Legal Issues (~10–15%): IDEA 2004, Section 504/ADAAA, FERPA, NASP Principles for Professional Ethics, scope of practice, mandatory reporting
- Consultation and Collaboration (~10–15%): conjoint behavioral consultation, collaborative problem-solving, indirect service delivery, stakeholder communication
- Assessment (~30–35%): cognitive assessment (WISC-V, WJ-IV, DAS-II), academic achievement, behavioral/emotional (BASC-3, Conners, BRIEF-2), functional assessment, CBM, bias in assessment, eligibility determination
- Interventions (~20–25%): evidence-based academic interventions (MTSS/RTI Tier 1–3), behavioral interventions (PBIS, FBA/BIP, function-based), social-emotional learning, crisis intervention (PREPaRE model)
- Research, Statistics, and Program Evaluation (~10%): single-subject design, group design, data-based decision making, effect size interpretation
- Human Development and Diversity (~5–10%): developmental milestones, cultural competency, multilingual learner assessment, disproportionality

For each domain provide:
1. High-yield content areas with the top 5 exam traps to avoid
2. Key terms and concepts (flashcard-ready definitions)
3. Top 4 study resources (ETS-aligned — NASP practice competencies, Merrell's Strong Kids, Fagan & Wise)
4. Recommended study hours per domain (proportional to weight)
5. 3 sample question stems with answer choices and rationale

Format as a structured 10-week study plan for employed school psychology interns or first-year practitioners, with weekly domain focus and daily study targets (1.5–2 hours/day).

Generate 3 PRAXIS School Psychology (#5402) style practice questions with full 4-option multiple choice format and detailed rationale. One question from each of the following domains:

Question 1 — Cognitive Assessment:
Topic: WISC-V interpretation — a student obtains a FSIQ of 88 (21st percentile) with significant index score variability (VCI 105, VSI 72, FRI 95, WMI 80, PSI 69). How should the school psychologist interpret this profile?

Question 2 — IDEA Law / Eligibility:
Topic: SLD identification models under IDEA 2004 — a 2nd-grade student scores 1.5 SD below the mean on a standardized reading achievement test. Is this sufficient for SLD eligibility determination?

Question 3 — Behavioral Intervention:
Topic: Function-based intervention — a 4th-grade student engages in frequent disruptive calling-out during instruction. FBA data indicate the behavior is maintained by peer attention. Which intervention is most function-matched?

For each question:
- Write a realistic school-based clinical vignette (2–3 sentences) with student age, grade, setting, and relevant data
- 4 options (A–D) with one clearly correct answer and 3 plausible distractors that represent common misconceptions
- Correct answer with full rationale (legal basis / assessment theory / behavioral science — cite IDEA, NASP practice guidelines, or peer-reviewed framework)
- Explanation of why each distractor is wrong (including the most common exam trap)
- High-yield teaching pearl for exam retention

ETS PRAXIS School Psychology examination-style language. Evidence-based rationale.

Generate 3 NASP Principles for Professional Ethics scenario practice cases — one each for dual relationships, confidentiality with minors, and mandatory reporting. For each scenario provide the ethical dilemma, relevant NASP ethical principles, analysis framework, and recommended course of action.

Scenario 1 — Dual Relationship:
A school psychologist is assigned to evaluate a student who is the child of a close personal friend. The parent requests that the psychologist conduct the evaluation because they trust her and the student is comfortable with her. The psychologist is the only school psychologist in the district; delaying the evaluation would mean the student waits 3 additional months.

Scenario 2 — Confidentiality with Minors:
A 14-year-old student discloses during a school counseling session with the school psychologist that she has been vaping marijuana at home "a few times a week." She explicitly states she does not want her parents told. There is no evidence of impairment at school, no suicidality, and no indication of drug dealing. The school has a general "no drug use" policy.

Scenario 3 — Mandatory Reporting:
A school psychologist observes unexplained bruising on a 6-year-old student's arms during a classroom observation. When the psychologist gently asks the student about the bruises, the student says "my dad did it when I was bad." The psychologist's building principal says "let's not report this yet — talk to the parents first before we involve CPS."

For each scenario:
1. Identify the ethical conflict (competing values — student welfare, autonomy, confidentiality, legal obligation, professional relationship)
2. Relevant NASP Ethical Principles (cite specific principle section)
3. Relevant legal obligations (IDEA, FERPA, state mandatory reporting law, HIPAA if applicable)
4. Decision-making framework (apply NASP ethical decision-making model — identify problem, consider stakeholders, generate options, evaluate options, select and implement, document)
5. Recommended course of action (specific, defensible steps)
6. Documentation recommendation (what to write and where)
7. Exam pearl (the most commonly missed element on ethics exam questions in this topic area)

Create a comprehensive psychoeducational assessment battery quick-reference guide for school psychologists covering the WISC-V, WIAT-4, BASC-3, Conners-3, and BRIEF-2.

For each instrument, provide a structured reference card:

WISC-V (Wechsler Intelligence Scale for Children — 5th Edition):
- Age range, publisher, administration time
- Index structure: VCI, VSI, FRI, WMI, PSI (primary indexes) + AWMI, QRI, NVI, GAI, CPI (ancillary/complementary)
- Core subtest list with brief descriptions (what each measures)
- Score interpretation: mean = 100, SD = 15; percentile conversions for key score ranges (70, 80, 85, 90, 100, 110, 115, 120, 130)
- FSIQ vs. GAI vs. NVI: when to use which composite (intellectual disability evaluation, motor impairment, language barrier)
- SLD application: PSW analysis approach (Flanagan-Alfonso XBA framework)
- Common exam traps: FSIQ suppression with high index variability

WIAT-4 (Wechsler Individual Achievement Test — 4th Edition):
- Age range, publisher, administration time
- Composite structure: Reading, Math, Written Expression, Oral Language, Total Achievement
- Subtest list: word reading, pseudoword decoding, reading comprehension, oral reading fluency, numerical operations, math problem solving, math fluency, sentence composition, essay composition, spelling
- Linking to WISC-V for PSW / ability-achievement discrepancy analysis
- SLD eligibility: how WIAT-4 scores are used in Colorado (and general IDEA PSW framework)

BASC-3 (Behavior Assessment System for Children — 3rd Edition):
- Forms: TRS, PRS, SRP (age bands); structured developmental history
- Scale structure: Externalizing Problems (hyperactivity, aggression, conduct problems), Internalizing Problems (anxiety, depression, somatization), Behavioral Symptoms Index, Adaptive Skills (social skills, leadership, daily living, functional communication)
- T-score interpretation: At-Risk (60–69), Clinically Significant (≥70); Adaptive scales reversed
- Validity scales: F, L, V indexes — when to flag protocol as invalid
- ADHD applications: attentional vs. hyperactivity-impulsivity subscale pattern

Conners-3 (Conners 3rd Edition):
- Forms: parent (Conners 3-P), teacher (Conners 3-T), self-report (Conners 3-SR, 8–18 yrs)
- DSM ADHD Symptom Scales: Inattention, Hyperactivity/Impulsivity — DSM-aligned T-scores
- Content scales: inattention, hyperactivity/impulsivity, learning problems, executive functioning, aggression, peer relations
- Supplementary scales: ADHD Index, Conners Global Index
- T-score interpretation: ≥65 clinically significant (some scales ≥70)

BRIEF-2 (Behavior Rating Inventory of Executive Function — 2nd Edition):
- Age range (5–18 yrs); forms: parent, teacher, self-report (11–18)
- Index structure: BRI (Behavioral Regulation Index), ERI (Emotion Regulation Index), CRI (Cognitive Regulation Index) → Global Executive Composite (GEC)
- Scale list: Inhibit, Self-Monitor, Shift, Emotional Control, Initiate, Working Memory, Plan/Organize, Task Monitor, Organization of Materials
- T-score interpretation: ≥65 = elevated; ≥80 = clinically significant
- Application: ADHD vs. ASD executive function profiles; linking to IEP goal writing

Create a comprehensive IDEA 2004 (Individuals with Disabilities Education Act) key provisions quick-reference guide for school psychologists — covering eligibility categories, evaluation timelines, procedural safeguards, and ESY criteria.

Section 1 — 13 IDEA Eligibility Categories:
For each category, provide: full name, IDEA definition summary, key eligibility criteria school psychologists assess, most common assessment tools used, and common evaluation mistakes to avoid.
Categories: Autism (AUT), Deaf-Blindness (DB), Deafness (D), Developmental Delay (DD — ages 3–9, state-specific), Emotional Disturbance (ED), Hearing Impairment (HI), Intellectual Disability (ID), Multiple Disabilities (MD), Orthopedic Impairment (OI), Other Health Impairment (OHI — includes ADHD), Specific Learning Disability (SLD), Speech/Language Impairment (SLI), Traumatic Brain Injury (TBI), Visual Impairment including Blindness (VI).

Section 2 — Evaluation Timelines (Federal + Colorado Example):
- Referral to consent: [state-specific — e.g., Colorado: 10 school days from referral to provide Prior Written Notice and obtain consent]
- Consent to initial evaluation completion: 60 calendar days (federal default) — note: Colorado uses 60 calendar days from consent
- Eligibility meeting: must occur within evaluation timeline
- IEP development: 30 calendar days from eligibility determination
- Annual IEP review: within 12 months of last IEP
- Triennial re-evaluation: every 3 years (or sooner if conditions warrant)
- Important exceptions: parent-requested exceptions, student in juvenile correctional facility, transfer students

Section 3 — Procedural Safeguards (IDEA §615):
- Prior Written Notice (PWN): when required, what it must include
- Parental Consent: initial evaluation, initial placement, re-evaluation waiver
- Independent Educational Evaluation (IEE): parent right; when district must respond; cost
- Dispute Resolution: mediation, due process complaint, state complaint — brief description and timelines
- Confidentiality: FERPA rights of parents and eligible students
- Surrogate parents: when required, how appointed

Section 4 — Extended School Year (ESY) Criteria:
- Legal basis (IDEA §300.106; Reusch v. Fountain case precedent)
- Eligibility criteria: regression-recoupment standard (primary); emerging skills standard; breakthrough opportunity; critical life skills
- How to document ESY need in the IEP
- What ESY is NOT (it is not summer school; it is not a fixed program — must be individualized)
- Data required for ESY determination (benchmark data across school breaks; teacher documentation of regression)

Create a complete NASP NCSP 45-hour 3-year continuing education recertification plan for a school psychologist.

NASP NCSP recertification requirements (verify against current NASP requirements):
- 75 professional development hours per 3-year cycle (confirm current NASP NCSP requirement)
- Specific required content areas if any (NASP domains alignment, ethics hours)
- NASP-approved providers and activity types (NASP-approved workshops, graduate coursework, university training, NASP convention sessions, webinars, peer consultation, supervision of interns, publication/presentation)

Generate a plan for 45 professional development hours over the first 2 years of a 3-year NCSP cycle, structured around NASP Practice Model domains. The plan should include:

1. 45-Hour Distribution Table:
   | Domain | Topic | Provider | Format | Hours | Cost Range | NASP Credit Type |
   Cover all 10 NASP Practice Model domains proportionally:
   - Data-Based Decision Making (Domain 1)
   - Consultation & Collaboration (Domain 2)
   - Academic Interventions (Domain 3)
   - Mental Health Interventions (Domain 4)
   - School-Wide Practices (Domain 5)
   - Preventive/Responsive Services (Domain 6)
   - Family-School Collaboration (Domain 7)
   - Diversity in Development (Domain 8)
   - Research & Program Evaluation (Domain 9)
   - Legal, Ethical & Professional Practice (Domain 10)

2. Ethics hours tracker (highlight CE activities that fulfill any required ethics PD)

3. Month-by-Month Calendar (24-month spread — avoid last-minute completion):
   Year 1 (months 1–12): domain focus per quarter, specific activity, hours earned
   Year 2 (months 13–24): domain focus per quarter, specific activity, hours earned

4. Free vs. paid CE sources:
   Free: NASP webinar archives, Colorado Department of Education PD, APA Division 16 webinars, OSEP TA Centers, PBIS.org trainings, university extension programs
   Paid: NASP Annual Convention (Denver frequently), NASP-approved online providers (PLS CE, CE4Less), graduate coursework

5. Documentation tips: how to log hours in NASP's recertification portal; which activity types require documentation (certificate, transcript, supervisor verification)

Create an evaluation timeline compliance tracker template for a school psychologist managing multiple concurrent psychoeducational evaluations under IDEA timelines.

Template context:
- District: [district name — de-identified]
- State timeline: [e.g., Colorado — 60 calendar days from consent to eligibility determination; specify your state]
- Federal default: 60 calendar days from written parental consent to eligibility meeting (IDEA §300.301)
- Number of concurrent evaluations to track: [e.g., 6–8 active evaluations]

Tracker must include (format as a table or structured form):

For each student evaluation:
1. Student ID / Case Number (no student names for FERPA compliance — use initials or ID)
2. Grade Level
3. Referral Date
4. Prior Written Notice (PWN) Sent Date
5. Parental Consent Received Date (Day 0 — timeline start)
6. 60-Day Timeline Deadline (calculated: Day 60 from consent)
7. State-Specific Timeline Deadline (if different from federal)
8. Assessment Battery Assigned (instruments to be administered)
9. Evaluations Scheduled (dates)
10. Evaluations Completed (dates)
11. Report Draft Completion Target (suggest: Day 50 — 10-day buffer)
12. Eligibility Meeting Scheduled Date
13. IEP Development Deadline (30 days from eligibility if eligible)
14. Status (In Progress / Extended — document reason / Complete)
15. Extension Justification (if applicable: parent-agreed extension — document date and reason)
16. Notes (assessments pending, parent contact log, obstacles)

Also include:
- A 60-day countdown formula explanation (calendar vs. school days — federal uses calendar days; note your state rule)
- Common timeline pitfalls (holidays, parent consent delays, absent students, assessment scheduling conflicts)
- Recommended documentation practices for extension justifications (parent agreement must be in writing — PWN)
- Alert thresholds (flag when ≤10 calendar days remain — last opportunity to schedule eligibility meeting)

FERPA-compliant (tracker should not contain full student names in shared/cloud documents — use case numbers). IDEA §300.301 aligned.

Write a FERPA-compliant confidentiality breach incident report for a school psychologist who has identified a potential breach of student education records.

Breach context:
- School/district: [de-identified]
- School psychologist: [name, credentials]
- Date breach discovered: [date]
- Date breach occurred (if different): [date or date range]
- Type of breach: [e.g., psychoeducational evaluation report emailed to wrong parent — another student's family; IEP document left in unsecured shared drive folder accessible to non-authorized staff; evaluation report faxed to wrong number; student cumulative file accessed by a staff member without legitimate educational interest; unauthorized release of special education records to outside agency without parent consent]
- Records involved: [type of education records — evaluation report / IEP / psychological assessment data / disciplinary records — specify]
- Students affected: [number — do not include names in the report template; use case numbers]
- How breach was discovered: [describe]
- Immediate containment actions taken: [e.g., email recall attempted; fax confirmation of destruction requested; shared drive permissions restricted; staff member access revoked pending investigation]

Report sections to generate:
1. Incident Summary (factual chronological account — what happened, when, how discovered)
2. Records Affected (type of education record, sensitivity level — note: psychological evaluation data is highly sensitive)
3. Individuals Affected (number — by case number or category; no names in this template)
4. FERPA Analysis:
   - Was this a unauthorized disclosure of education records under FERPA §99.3?
   - Does FERPA's school official exception apply? (§99.31(a)(1) — legitimate educational interest — was it met?)
   - Applicable FERPA exception if any
5. Notification Obligations:
   - FERPA does not mandate individual breach notification to parents (unlike HIPAA) — but note: district policy may require it; document district policy applicable
   - Notification to FERPA compliance officer / district legal counsel / superintendent — required
   - State education department notification (if state law requires)
6. Corrective Actions:
   - Immediate (completed)
   - Short-term (within 30 days)
   - Long-term (policy/procedure changes, staff training)
7. Documentation retention: recommend 6 years per FERPA record retention guidance
8. Signature block: school psychologist, date, supervisor/compliance officer

FERPA §99.3, §99.31, §99.32 compliant. Factual, non-speculative language.

Write a comprehensive annual self-evaluation for a school psychologist with NCSP certification, structured around NASP Practice Model domains and SMART goals.

Professional context:
- Review period: [school year — e.g., August 2025 – June 2026]
- Setting: Title I K-8 elementary/middle school, Denver, CO
- Caseload: 450 students; 6–7 psychoeducational evaluations/month; weekly consultation with 12 teachers; Tier 2/3 counseling (12 students); crisis response; IEP team participation
- Evaluations completed this year: [number]
- IEP meetings attended: [number]
- Crisis interventions: [number]
- CE hours completed: [hours, topics]
- NCSP recertification cycle position: [year X of 3]

Self-evaluation structure (rate each domain 1–5 with narrative and SMART goal):

1. Data-Based Decision Making & Accountability (Domain 1):
   - Achievements: [describe evaluation quality, data-driven IEP goal writing, progress monitoring]
   - Growth area: [e.g., CBM data collection fidelity; psychometric report quality]
   - SMART Goal for next year: [Specific, Measurable, Achievable, Relevant, Time-bound — with baseline and target]

2. Consultation & Collaboration (Domain 2):
   - Achievements: [teacher consultation frequency, parent communication quality, team leadership]
   - Growth area + SMART Goal

3. Interventions & Instructional Support (Domain 3):
4. Interventions & Mental Health Services (Domain 4):
5. School-Wide Practices to Promote Learning (Domain 5):
6. Preventive & Responsive Services (Domain 6):
7. Family-School Collaboration (Domain 7):
8. Diversity in Development & Learning (Domain 8 — culturally responsive practice, disproportionality awareness):
9. Research & Program Evaluation (Domain 9):
10. Legal, Ethical & Professional Practice (Domain 10):

Final sections:
- Top 3 accomplishments this year (specific, measurable)
- Most significant challenge and how I addressed it
- One systemic advocacy goal for next year (e.g., caseload reduction, MTSS infrastructure improvement, culturally responsive assessment protocol)
- Supervisor review section (if applicable)

NASP Practice Model competency framework. Reflective professional development tone. Suitable for district annual evaluation submission.

Write a progress monitoring data summary for inclusion in an IEP annual review for a student with a Specific Learning Disability.

Student and IEP context (de-identified):
- Student: [age, grade, sex — de-identified]
- Disability category: Specific Learning Disability — [reading / math / written expression]
- IEP start date: [date of last annual review]
- Review date: [current annual review date]
- Current IEP goals: [list each measurable annual goal — e.g., "By June 2026, [student] will read connected text at 90 words correct per minute (WCM) with ≤3 errors per minute as measured by DIBELS ORF probes, given 3 of 4 opportunities."]

Progress monitoring data provided:
- Measure used: [e.g., DIBELS ORF; FastBridge CBMreading; EASYCBM; curriculum-based math probes]
- Frequency of data collection: [biweekly / monthly]
- Baseline (start of year): [score with date]
- Progress data points: [table format — date, score, benchmark comparison]
- Current performance: [most recent probe score + percentile or benchmark comparison]
- Goal line: [calculated from baseline to annual goal — slope needed per week]
- Actual slope: [calculated from data — words gained per week]
- Goal attainment status: On Track / Not On Track — with data rationale

Summary report to generate:
1. Goal Summary Table (one row per IEP goal: goal text, baseline, current performance, benchmark comparison, on/not on track status)
2. Progress Narrative (2–3 sentences per goal: plain language description of progress for parent and team understanding)
3. Data Visualization Description (describe what the data graph shows — upward trend / flat line / inconsistent — for parent explanation at meeting)
4. Recommendation per Goal:
   - On track → maintain current services and instruction
   - Not on track → describe instructional adjustments recommended; consider IEP goal revision; consider evaluation for additional needs
5. Annual Goal Revision Recommendations (if current goals are met or unmet — new goals for the next IEP year)
6. Parent-Friendly Summary (2–3 sentences at 6th-grade reading level explaining progress for the Annual Review parent letter)

IDEA §300.320(a)(3) (progress measurement and reporting) aligned. Data-based, professional IEP documentation language.

Write two cover letters for a school psychologist with EdS degree, NCSP certification, and 8 years of experience.

Psychologist profile:
- Name: [name]
- Credentials: EdS, NCSP (Nationally Certified School Psychologist)
- State license: [state — e.g., Colorado PSYCH-ASSOCIATE license or full licensure if applicable]
- Experience: 8 years, Title I K-8 elementary/middle school, Denver, CO
- Caseload: 450 students; 6–7 psychoeducational evaluations/month
- Specialty areas: SLD/reading disabilities, ADHD/OHI evaluations, MTSS/RTI implementation, culturally responsive assessment, bilingual assessment (if applicable — specify language)
- IDEA expertise: SLD (PSW and RTI models), OHI, ASD, ED eligibility
- MTSS role: school MTSS team lead, Tier 2/3 intervention coordinator

Version 1 — Title I Elementary/Middle School Position:
- Target: school psychologist at a high-need Title I school in an urban district (comparable to current position — seeking growth opportunity)
- Emphasis: high-caseload management, culturally responsive assessment, community partnership, MTSS infrastructure building, bilingual family communication, trauma-informed practice
- Specific accomplishment to highlight: [e.g., reduced special education referral processing time by X%; developed district-wide FBA/BIP template; co-led MTSS data team for 3 years]

Version 2 — District-Level Assessment Coordinator Position:
- Target: district-level psychoeducational assessment coordinator / director of special education assessment / lead school psychologist (district office)
- Emphasis: systems-level leadership, evaluation quality oversight, professional development for school psychology staff, compliance monitoring (IDEA timelines), disproportionality analysis, program evaluation

Each cover letter: 3 paragraphs, under 400 words, specific accomplishments with metrics where possible, professional but warm tone, NASP Practice Model language where relevant, strong closing.

Write LinkedIn headlines and About section summaries for a school psychologist across three career positioning tracks.

Psychologist profile:
- Credentials: EdS, NCSP
- Experience: 8 years, Title I K-8, Denver, CO
- Expertise: psychoeducational evaluation (WISC-V, WIAT-4, BASC-3), SLD/reading disabilities, ADHD, MTSS/RTI, crisis intervention, Tier 2/3 counseling, culturally responsive assessment
- Additional: bilingual assessment experience (if applicable), MTSS team leadership, intern supervision

Track 1 — School-Based Clinician / Direct Service:
- Headline: (under 220 characters, keyword-optimized for school district HR searches and NASP Connect)
- About: (300–500 words) — clinical credibility, equity lens, caseload management expertise, IDEA/MTSS expertise, student outcomes focus, "why school psychology" authentic voice

Track 2 — Assessment Specialist / Psychoeducational Evaluation Expert:
- Headline: assessment-specific positioning, advanced instrument expertise, SLD evaluation specialist
- About: deep expertise in cognitive and achievement assessment, PSW/RTI eligibility models, bilingual assessment, cultural bias in standardized testing, district-level assessment quality consultation

Track 3 — Leadership / Coordinator / Supervisor Track:
- Headline: school psychology coordinator, MTSS systems leader, district special education
- About: systems change orientation, staff development, IDEA compliance expertise, disproportionality reduction, research-to-practice translation

For each track include:
- 5 keyword-rich Skills to add to LinkedIn Skills section
- 2 featured post ideas relevant to school psychology professionals
- 1 recommended LinkedIn group to join

Write a EdS-to-PhD personal statement for a school psychologist applying to a doctoral program in school psychology with a research focus on MTSS and culturally responsive assessment.

Applicant context:
- Current credentials: EdS, NCSP, 8 years of practice
- Target program: [PhD in School Psychology — research-focused, APA-accredited — e.g., University of Denver, University of Colorado Boulder, University of Wisconsin-Madison — specify]
- Research focus area: [choose one or both — MTSS/RTI implementation fidelity in under-resourced Title I schools; OR culturally responsive psychoeducational assessment practices for multilingual learners]
- Proposed research question: [e.g., "How does MTSS Tier 2 intervention fidelity vary across Title I and non-Title I schools, and what school-level factors predict high-fidelity implementation?" OR "How do examiner cultural competency levels moderate standardized assessment reliability for multilingual learner populations?"]
- Faculty of interest: [specific PhD program faculty member whose research aligns — add your own; if unknown, write "whose research on [MTSS implementation / culturally responsive assessment] aligns with my interests"]
- Career goal post-PhD: [e.g., faculty position in school psychology training program + research on equity in special education identification; OR district-level school psychology director with PhD-level expertise in disproportionality reduction]

Personal statement structure (800–1,000 words):
1. Opening: a specific student case (de-identified) from clinical practice that revealed a gap MTSS research or culturally responsive assessment practice has not yet solved
2. Clinical journey: EdS path → NCSP → 8 years of practice → what the gap looks like from inside a Title I school
3. The research question: state it precisely; why it matters (disproportionality data, achievement gap data, IDEA compliance implications)
4. Your preparation: relevant clinical experience, any research exposure (thesis, data collection, program evaluation), quantitative/qualitative skills
5. Why this program: specific faculty, research lab, training clinic, geographic/professional community
6. Post-PhD vision: faculty + researcher + practitioner integration; how the PhD extends clinical impact to a systems level

Authentic, specific, research-forward. No generic passion statements. Formal academic prose with a practitioner's voice.

Write salary negotiation talking points for a school psychologist with EdS, NCSP, and 8 years of experience negotiating a new district or private practice position.

Negotiation context:
- Current role: Title I K-8 school psychologist, Denver Public Schools (or comparable urban district)
- Target role: [e.g., suburban district school psychologist (higher salary band) / district assessment coordinator / private practice / neuropsychology clinic]
- Credentials: EdS + NCSP (note: in some states EdS = specialist-level pay; PhD = doctoral-level pay premium — know your district's salary schedule classification)
- Market data sources to reference: NASP Annual Salary Survey (most recent year), NCES district salary data, Colorado Department of Education licensed staff salary data, Glassdoor/LinkedIn Salary for "school psychologist Denver"

Talking points to develop:
1. Market Rate Anchor:
   - NASP survey median for school psychologists with 6–10 years experience (urban district)
   - Denver metro specific data (cost-of-living adjustment)
   - EdS vs. PhD pay differential — document if district classifies EdS as doctoral equivalent for pay purposes
   - NCSP certification premium (some districts pay $1,500–$3,000/year stipend for NCSP)

2. Caseload Complexity Value:
   - 450-student caseload at a high-need Title I school (above NASP recommended 500:1 ratio — but note intensity of Title I caseload vs. suburban)
   - 6–7 evaluations/month productivity (above average)
   - Bilingual assessment capacity (if applicable — significant salary differential in districts with high ELL populations — quantify: "I can serve [X] families without a translator, saving the district $X per evaluation in interpreter costs")
   - MTSS leadership beyond evaluation duties (quantify: "I co-lead MTSS for [X] grade levels, reducing unwarranted special education referrals by approximately X%")

3. Credential-Based Value Proposition:
   - NCSP certification = NASP professional standards, ethics accountability, national portability
   - If bilingual: describe language(s), assessment instruments used (BESA, BVAT, Spanish WISC-V norms)
   - Intern supervision capacity (value to district: training pipeline, reduce future shortage)

4. Non-Salary Negotiables:
   - Professional development budget ($2,000–$3,000/year minimum — NASP conference, advanced assessment training)
   - Reduced caseload for first year (onboarding)
   - Dedicated testing space (private, appropriately resourced)
   - Paraprofessional or clerical support for scheduling
   - Loan forgiveness program eligibility (Title I school = PSLF eligible — confirm)
   - Sign-on bonus for hard-to-fill positions

5. Counter-Offer Script:
   - Specific language for "this is our standard salary schedule step placement"
   - Response: "I understand the schedule is set, but I'd like to discuss [lateral entry at a higher step based on experience / supplemental stipend for NCSP / PD budget / loan forgiveness confirmation]. Can we talk about how my caseload complexity and bilingual capacity might warrant step advancement?"

6. Walk-Away Number:
   - How to determine your BATNA (Best Alternative to a Negotiated Agreement)
   - How to communicate your floor professionally without ultimatum language

Professional, evidence-based negotiation language. NASP salary survey data as anchor.