Guided Questions for Prompts
Select words that describe how you feel about your learning and schoolwork today.
Context: AI can evaluate how the student’s academic confidence, stress, or motivation changes over time, identifying patterns that might predict dips in performance or engagement.
Categories: Academic, Emotional
Select words that describe how you feel when working or playing with classmates or friends.
Context: AI can detect relationship satisfaction, peer acceptance, and potential social withdrawal or conflict trends.
Categories: Social, Emotional
Select words that describe how you act when someone corrects you or gives you feedback.
Context: AI can assess adaptability, openness to growth, and behavioral regulation when faced with criticism or guidance.
Categories: Behavioral, Emotional
Select words that describe how your home or family life feels right now.
Context: AI can detect support systems, family stressors, or stability concerns that may impact emotional health and school performance.
Categories: Family Dynamics, Emotional
Select words that describe your mood when you are creating, building, or imagining something.
Context: AI can identify creative engagement, self-expression levels, and how creativity influences emotional well-being.
Categories: Creativity, Emotional
Select words that describe how you usually feel at the start / end of your day.
Context: AI can compare mood changes within the day to detect stress buildup, burnout, or recovery patterns.
Categories: Emotional, Lifestyle
Select words that describe how your daily routines—like eating, sleeping, and getting ready—feel for you.
Context: AI can track lifestyle stability, time management, and self-care patterns that may affect learning and behavior.
Categories: Lifestyle, Emotional
Select words that describe how you feel when rules or expectations change suddenly.
Context: AI can assess adaptability, emotional regulation, and behavioral flexibility under changing conditions.
Categories: Behavioral, Emotional
Escalation & De-escalation Patterns
- What specific behavioral patterns precede major incidents for this student?
- How much lead time is there between early warning signs and actual incidents?
- Which interventions in the past have most quickly reduced the severity of behavior?
- Are there identifiable “calm periods” after certain supports are given?
Pattern & Trigger Identification
- Based on historical behavior, what are the most common triggers leading to this student’s disciplinary incidents?
- How often do incidents follow high-absence or tardy periods?
- Which classes, times of day, or days of the week show the highest likelihood of behavioral infractions?
- Does the student’s emotional state data show early warning signs before major incidents?
Academic & Engagement Correlations
- How does the student’s academic performance in the last two weeks compare to behavior trends?
- Does low academic engagement predict higher risk for incidents?
- Are there particular subjects or teachers where the student is more engaged and shows fewer incidents?
- Is there a drop in academic participation before attendance or behavior issues increase?
Relationship & Environment Impact
- Which peers most frequently appear in incidents with this student?
- Which staff members have the most positive influence on this student’s behavior?
- How does the student’s seating arrangement, group work assignments, or physical location in class affect behavior risk?
- Are there patterns in incident locations (classroom, hallway, cafeteria, bus) that should be addressed?
Emotional & Social Dynamics
- How does the student’s emotional state during the school day correlate with ISS placements?
- Are there repeated peer conflict patterns that suggest a need for mediation or peer relationship intervention?
- Does the student’s social network contribute to or reduce behavioral risk?
- How often does the student’s behavior improve after positive peer or mentor interaction?
Contextual & Root Cause Insights
- Are the incidents more related to environmental/contextual stressors or emotional regulation challenges?
- Has there been a change in the student’s home or social environment that correlates with recent behaviors?
- Does the student’s current academic workload or performance align with any spikes in negative behavior?
Attendance & Timing Insights
- What is the relationship between tardiness/absences and incident frequency?
- Does the student’s behavior worsen after weekends, holidays, or long absences?
- Are incidents more common in morning or afternoon periods?
- How does the length of time since the last attendance gap influence the likelihood of new incidents?
Longitudinal Trend Analysis
- Over the past year, how has the student’s behavior frequency and severity changed?
- Are there clear “peak months” or seasonal patterns to incidents?
- Has there been a consistent shift in the type of behaviors (defiance, disruption, aggression, etc.)?
- Do the student’s incidents typically cluster after academic grading periods, holidays, or testing weeks?
Attendance-Behavior Forecasting
- What is the predictive impact of a missed day on incident likelihood within the same week?
- How does chronic absenteeism influence emotional stability and social behavior?
- Are behavior improvements maintained during consistent attendance streaks?
- Is there a correlation between Monday absences and incidents later in the week?
Predictive Risk Assessment
- Given the current trajectory, what is the predicted incident risk for the next 1 week, 2 weeks, and 1 month?
- Which single factor, if improved, would have the greatest impact on reducing behavior risk?
- Is there a seasonal or cyclical pattern in this student’s behavior history?
- How does this student’s predictive risk score compare to peers with similar histories?
Predictive Risk & Prevention
- Given current patterns, what is the likelihood the student will have another behavioral incident in the next 30 days?
- Are there early risk indicators that suggest escalation toward more severe infractions?
- How might changes in attendance over the next two weeks impact the probability of further disciplinary actions?
- Which intervention strategies historically reduce this student’s incident risk the most?
Crisis Prevention & Early Intervention
- Which early warning indicators have been most accurate in predicting this student’s past incidents?
- How quickly do minor infractions escalate to major ones for this student?
- What specific behavior shifts should staff watch for in the next 7 days?
- Are there patterns in body language, engagement, or tone that typically precede a behavioral spike?
Risk Factor Layering
- Which combination of risk factors (attendance, academic performance, peer conflict) most strongly predicts ISS placement?
- Are there compounding effects when academic struggles and attendance dips occur simultaneously?
- Does stress from multiple sources (academic, social, personal) precede more severe incidents?
- How many days of poor attendance before a significant increase in behavior risk is detected?
Cross-Student Comparative Insights
- How does this student’s behavior trajectory compare to other students with similar profiles?
- Are there proven intervention pathways from similar cases that could be applied here?
- What risk category (low, moderate, high) does this student fall into compared to peers in the same MTSS tier?
- Is the student progressing toward exiting high-risk classification, or regressing toward higher intervention needs?
Long-Term Prediction & Goal Alignment
- What is the predicted likelihood this student will meet behavioral improvement goals in the next 90 days?
- Which habits or patterns must change to maintain long-term improvement?
- How can academic growth goals and behavioral goals be better aligned?
- What is the probability of avoiding another ISS placement this semester with current supports in place?
MTSS Intervention Effectiveness
- Which previous Tier 2 and Tier 3 interventions had measurable, positive results for this student?
- Which supports are most likely to succeed given the student’s current behavioral and attendance profile?
- Should the student’s current MTSS tier placement be reconsidered based on predictive analysis?
- Are there opportunities for preventive group interventions with students showing similar patterns?
Intervention Precision Tuning
- Which intervention strategies have shown diminishing returns for this student?
- What is the optimal frequency of check-ins for reducing risk without overwhelming the student?
- Are current behavior plans addressing root causes or only surface-level symptoms?
- Which low-effort, high-impact interventions could be implemented immediately?
MTSS-Aligned Recommendations
- Which Tier 2 or Tier 3 supports are most likely to address this student’s top risk factors?
- Which social-emotional skill gaps are most urgent to address based on current and past data?
- Are there specific peer or teacher relationships that positively or negatively influence the student’s behavior?
- What proactive supports could prevent the student from re-entering ISS in the next quarter?
Well-being & Motivation Signals
- Has there been a shift in emotional well-being indicators before recent incidents?
- Is there evidence that a change in the student’s self-confidence or self-perception is influencing behavior?
- Are disciplinary issues tied more to frustration, disengagement, or external stressors?
- How do positive recognition moments impact future behavior patterns?
Learning Environment Adjustments
- Are incidents reduced when the student is placed in smaller group or one-on-one instruction?
- How does classroom noise level or structure affect the likelihood of disruption?
- Which types of classroom tasks (independent work, group projects, physical activities) lead to the least behavioral issues?
- Are certain times of the day consistently more productive for the student’s learning and self-control?
Behavior Momentum & Recovery
- After a behavioral incident, how long does it typically take for the student to return to baseline behavior?
- What interventions shorten recovery time?
- Are there activity transitions that frequently trigger behavioral setbacks?
- Has there been improvement in the speed of behavior recovery over the past semester?
Strength-Based Intervention Planning
- Which strengths or talents can be leveraged to improve the student’s self-regulation and school engagement?
- How often has the student responded positively to leadership or responsibility roles?
- Are there extracurricular activities that historically reduce behavioral incidents?
- What past recognition or reward systems had the most sustained positive effect?
Protective Factor Identification
- Which existing supports are acting as buffers against more frequent ISS placements?
- Are there mentor relationships that consistently reduce incident probability?
- Does participation in sports, clubs, or other structured activities correlate with improved behavior?
- Are family communication touchpoints reducing or increasing behavior risk?
Intervention Timing & Monitoring
- When is the optimal time during the school day/week to check in with this student to reduce risk?
- What leading indicators should the counselor or AP monitor to detect early signs of disengagement or defiance?
- How should progress toward improved behavior be measured over the next 6 weeks?