Surveillance Slides Lesson 1: Professional Ethics
Surveillance Slides
The Ethics and Legality of Public Behavioral Posting in Modern Classrooms
The "Clip Chart" Debate
Common practice or systemic violation? When we post behavioral data on walls, who is the audience?
Visibility as a "management" tool
The intersection of privacy and pedagogy
Super Student
Ready to Learn
Think About It
Teacher's Choice
Parent Contact
Visual: Typical Classroom "Behavior Ladder"
The FERPA Frontier
Key Question
Does a behavior chart constitute an "Education Record"? If a student's disciplinary status is visible to peers, volunteers, or visitors, is it a violation of 20 U.S.C. § 1232g?
1
"Personally Identifiable Information" includes disciplinary status.
2
Information cannot be disclosed without written consent (with exceptions).
3
Peers do not have a "legitimate educational interest" in another student's behavior data.
The Psychology of Public Shame
Identity Formation
Public labels (e.g., "Red Zone") can become internal self-schemas, leading to behavioral "self-fulfilling prophecies."
Toxic Stress
The constant threat of public exposure activates the amygdala, inhibiting the prefrontal cortex's ability to self-regulate.
Social Contagion
Public tracking creates a hierarchy of "good" and "bad" kids, often leading to peer exclusion of those frequently "on red."
"We manage what we measure, but we preserve what we protect."
If tracking is necessary for intervention, how do we move from surveillance to support?
Privacy Policy Audit Privacy Policy Audit
Legal & Ethical Review Material
FOR GRADUATE RESEARCH USE ONLY
Module: Ethics & Behavioral Surveillance
Researcher Name
Audit Date
Part I: The FERPA Litmus Test
"Education records" are those records, files, documents, and other materials which contain information directly related to a student and are maintained by an educational agency or institution. (34 CFR § 99.3)
Review Question 1.1:
Does a behavior chart that lists a student's name and their daily behavioral status (e.g., "Ready to Learn," "Warning," "Red Zone") meet the definition of an educational record? Justify your answer using the criteria of identification and maintenance .
Part II: Scenario Audit
Scenario A: The "Class Dojo" Projection
A teacher projects the Class Dojo leaderboard on the SmartBoard during independent work. Students can see their own points and their peers' points. When a student loses a point, a "ding" sound is heard by the whole class.
Privacy Risk Assessment
Ethical Alternative
Scenario B: The Individualized Clip Folder
A teacher maintains individual "Privacy Folders" for each student. The tracking chart is on the inside cover. Students only open the folder when prompted to record data. The teacher reviews folders privately during conferences.
Regulatory Alignment
Impact on Student Agency
Part III: Policy Recommendation
Based on your audit, draft a three-sentence professional statement for a school handbook regarding the use of public behavioral data displays. Your statement should address both student dignity and regulatory compliance .
Ethical Reasoning Guide Ethical Reasoning Guide
Instructor Resource
Facilitation framework for navigating the "Public Posting" debate with graduate students in counseling and school leadership.
Theme 1: The Convenience Trap
Many educators use public charts because they are "low-lift" and provide immediate (though often shallow) compliance.
Key Discussion Prompt
"If a system increases teacher efficiency at the expense of student privacy, whose needs are we prioritizing?"
Theme 2: Ethics Codes
Cross-reference these specific codes during discussion:
ASCA (B-2.d): Counselors advocate for the ethical use of student data.
NASP (Standard I.2.4): School psychologists maintain confidentiality in all records.
CEC (1.1): Educators maintain the highest standards of professional integrity.
Socratic Navigation: Public Chart Defenses
Graduate students will often play "Devil's Advocate" by citing classroom management needs. Use these pivots:
DEFENSE
"But students need to see where they stand to learn self-regulation."
PIVOT: Ask students to define the difference between internal awareness and public exposure . Does a student need 30 peers to see their status to understand their own behavior?
DEFENSE
"Charts motivate students through healthy competition."
PIVOT: Explore the "Winners vs. Losers" dichotomy. Who is usually at the bottom? Is "motivation" the correct term for avoiding public humiliation?
Case Law Reference: Falvo v. Owasso (2002)
While the Supreme Court ruled that peer grading of assignments doesn't violate FERPA (as the grades aren't "maintained" yet), this distinction is critical when applied to behavioral charts.
The "Posting" Risk
Unlike a quick peer-grade, a wall chart is a semi-permanent display maintained by the teacher. Legal scholars argue this transitions it from a "momentary act" to a "maintained record" visible to unauthorized parties.
The Professional Shift
Encourage students to look beyond "What is legal" to "What is best practice." Even if a chart is legally defensible, is it ethically justifiable in a therapeutic or educational setting?
Motivation Mechanics Slides Lesson 2: Motivation Theory
Motivation Mechanics
Decoding the Intrinsic vs. Extrinsic Reinforcement Cycle
The Overjustification Effect
"When an external incentive decreases a person's intrinsic motivation to perform a task."
If a child loves reading, and you start paying them $1 per book, they eventually stop reading for pleasure and only read for the dollar.
The Dependency Loop
Behavior depends on the tracker, not the values.
The Shadow Side of Tokens
Short-Term Compliance
Yields fast results but lacks durability. When the tokens stop, the behavior stops.
The "What's in it for me?" Mindset
Shifts student focus from community impact to individual gain.
Case Analysis Prep
"A student holds the door open for a peer, then immediately looks at the teacher and asks: 'Do I get a punch on my card for that?'"
Has the prosocial behavior been successfully taught, or has it been corrupted?
Bridging: The Exit Strategy
How to use tracking without creating lifelong dependency.
Intermittent
Moving from continuous to random reinforcement to increase durability.
Self-Monitoring
Shifting the responsibility of data collection from teacher to student.
Natural Ties
Linking behaviors to how they make the student or others feel .
Fading
Explicitly planning the removal of the tracking system from day one.
The Overjustification Analysis PSYCHOLOGICAL CASE FILE // MOTIVATION-02
The Overjustification Analysis
Impact Level
High Risk
The Case of Leo (Grade 4)
Leo entered 4th grade as a student who naturally enjoyed helping others and frequently volunteered for classroom chores. His teacher, hoping to reinforce this, implemented a "Gold Star Economy." Every time Leo performed a prosocial act, he received a star. Stars could be traded for extra recess or small prizes.
Within three weeks, Leo's rate of "helping" tripled. However, the teacher noticed a shift: Leo would now only help if he saw the teacher watching with the star chart in hand. If a peer fell down and the teacher was out of the room, Leo remained at his desk.
By mid-year, the prize budget ran out and the "Economy" was discontinued. Leo's prosocial behaviors did not return to his baseline levels; instead, they dropped to almost zero. He now views helping others as "work" that he isn't being paid for.
Theoretical Lens
"The Corruption of Intrinsic Motivation" — Deci & Ryan (Self-Determination Theory)
Key Terms
• Extrinsic Locus of Causality
• Satiation Effect
• Behavioral Durability
• Token Dependency
1. Diagnostic Question: Why did Leo's behavior drop below his original baseline?
Refer to the 'Overjustification Effect' in your explanation.
2. The Tracking Error: How did the *act* of tracking contribute to this decline?
Consider the visible nature of the chart and the immediacy of the reinforcement.
Designing the "Motivation Bridge"
Redesign Leo's support system. Instead of a star chart for "Helping," how could you track his progress toward internalizing the value of community support?
Phase 1: Awareness (Internal Tracking)
Student-led self-reflection logs rather than teacher-delivered stars...
Phase 2: Fading (Transition Plan)
Moving from tokens to natural social consequences...
Final Synthesis
Write a "Motivation Clause" for Leo's behavioral plan that explicitly prohibits rewards for behaviors he previously performed intrinsically.
Bridge to Autonomy Planner Bridge to Autonomy Planner
A Strategic Framework for Fading Extrinsic Behavioral Supports
Stage I: Dependence Audit
Current Extrinsic System:
Define the current chart, token, or reward structure...
The "Hook" (Why it's addictive):
What is the specific prize or status the student is relying on?
Stage II: Construction of the Bridge
Select and detail at least two strategies to transition toward internal regulation.
Strategy A: Delaying Gratification
Increasing the time between the behavior and the reward.
Implementation Detail
Strategy B: Self-Veracity Check
Student rates their own behavior before seeing the teacher's rating.
Implementation Detail
Strategy C: Attribute-Linked Praise
Replacing physical rewards with labels of character (e.g., "You are a kind person").
Implementation Detail
Stage III: The Fade Timeline
Week 1-2: Normalizing
Continuous reinforcement with 1:1 verbal mapping.
Week 3-4: The Pivot
Introduce student self-monitoring; intermittent rewards.
Final Stage: Autonomy
System removal; monthly "reflection" check-ins only.
PLAN APPROVED FOR IMPLEMENTATION
Counselor Sign-off
Supervisor Review
Coded Bias Slides Lesson 3: Equity in Data
Coded Bias Slides
Auditing Behavioral Surveillance for Cultural Responsiveness and Subjectivity
Objective vs. Subjective Coding
Behavioral data is only as good as the eyes that witness it. In many schools, tracking becomes a mirror for adult bias.
Subjective: "Disrespectful"
Objective: "Interrupted Peer"
The "Gap" Pattern
Subjective Offenses (High Disparity)
Objective Offenses (Low Disparity)
Research shows that racial disparities in discipline are highest for behaviors that require "adult interpretation" (vague terms).
The Cultural Clash in Tracking
Individualist View
Compliance as goal
Linear task focus
Eye contact = "listening"
Collectivist / Sustaining View
Connection as goal
High-movement/Veridicality
Overlapping speech patterns
"When we track 'defiance,' are we tracking a student's heart or a teacher's misunderstanding?"
Action: Strategic Re-Coding
To ensure equity, behavior charts must undergo a "Vulnerability Audit."
01
Eliminate Adjectives
Replace "loud," "rude," or "aggressive" with specific actions.
02
Contextualize
Record the "Antecedent." Is the behavior a response to a lack of support?
03
Positive Coding
Ensure at least 50% of the chart tracks strengths, not just deficits.
Behavioral Lexicon Audit Behavioral Lexicon Audit
Removing Subjectivity & Cultural Bias from Observation Tools
Audit Workshop v3.1
Protocol
Standard behavior checklists often use "Vague Offenses" that invite implicit bias. Your task is to audit the following common chart entries. Define the Subjective Trap (why it leads to bias) and provide an Objective Revision (what it looks like without the "adult filter").
Original Term The Subjective Trap Objective Revision "Disrespectful Tone" Heavily influenced by cultural norms of authority... "Off-Task Behavior" Fails to account for overlapping processing or movement... "Defiant Attitude" Casts questioning or confusion as a moral failure... "Aggressive Posture" Interprets physical space through lens of threat...
The Asset-Based Flip
Equity in tracking isn't just about cleaning up the "bad" data—it's about capturing "hidden" assets. Rewrite these asset-based behaviors to be culturally sustaining.
Standard Code: "Follows Directions"
Equity Revision: Focus on collaborative participation or community contribution.
Standard Code: "Works Quietly"
Equity Revision: Focus on meaningful engagement regardless of volume.
Bias Check: The Internal Audit
When you record a behavioral mark on a chart, ask yourself these three questions:
"Would I code this same behavior as 'leadership' in a different student?"
"Am I penalizing a cultural communication style rather than a behavioral violation?"
"Is this data being used to help the student or just to document their 'failure'?"
Bias Detection Rubric Bias Detection Rubric
Evaluation Tool for Behavioral Surveillance Systems
Internal Use Only
v.2026.Equity
Use this rubric to evaluate a classroom or school-wide behavior chart system. A high score indicates a Subjectivity Risk where adult bias is likely to influence data outcomes.
Indicator 1: Linguistic Objectivity
Low Bias Potential → High Bias Potential
Score 1: Objective
"Criteria use observable verbs (hit, spoke, left chair). No adjectives or emotional interpretations."
Score 2: Mixed
"Contains some vague terms (respect, focused) but provides 1-2 examples of what they look like."
Score 3: Subjective
"Criteria rely heavily on adult feelings or interpretations (rude, aggressive, lazy, bad attitude)."
Indicator 2: Cultural Alignment
Culturally Sustaining → Assimilationist
Score 1: Pluralistic
"System values multiple ways of engaging (movement, overlapping talk, collective success)."
Score 2: Tolerant
"Follows a dominant norm but allows for 'wiggle room' in certain contexts."
Score 3: Rigid
"System enforces a narrow 'compliance-first' norm (silence, stillness, compliance without question)."
Indicator 3: Public Exposure
Privacy-First → Shame-Based
Score 1: Private
"Data is only visible to the student and key staff. Individualized and discreet."
Score 2: Semi-Public
"Tracking is done in a central area but names are coded or folders are used."
Score 3: Public
"Class-wide display of status with names clearly visible to any visitor or peer."
Audit Summary
Total Bias Score
/ 9
Immediate Action Items:
Designed for graduate-level auditing of MTSS (Multi-Tiered System of Supports) frameworks.
Agency and Assent Slides Lesson 4: Partnership Models
Agency and Assent
From Behavioral Surveillance to Collaborative Co-Construction
Assent: The Missing Ingredient
Compliance
"The student follows the rule because of the external pressure or the tracking system."
Assent
"The student's voluntary agreement to participate in the tracking system."
"Tracking a student without their assent is surveillance. Tracking *with* their assent is a partnership."
The Co-Construction Protocol
1. Naming the Target
The student identifies what they want to work on (e.g., "I want to feel less frustrated during math").
2. Choosing the Tool
The student chooses the format (digital, paper, drawing) and the privacy level of the data.
3. Defining Success
The student defines what "improvement" looks like, rather than a teacher-imposed rubric.
Research shows that goal attainment increases by over 40% when students are active designers of the tracking system.
"The Enrollment Conversation"
In our next activity, you will role-play a counselor soliciting assent from a skeptical student. You must move from telling to asking .
Practice Empathy
Negotiate Metrics
Guarantee Privacy
Co-Design Conversation Script Co-Design Conversation Script
Protocol for Soliciting Student Assent and Co-Constructing Goals
Counseling Simulation
Resource 4.2: Skill-Building
The Context
"A student (Jordan, Grade 8) has been identified for behavioral tracking due to frequent 'verbal outbursts' in Science class. Previous attempts at teacher-imposed charts have failed due to Jordan's 'non-compliance'."
The Counseling Objective
Establish Jordan as the Lead Architect of the data collection process. Shift from 'fixing Jordan' to Jordan 'monitoring their own progress' toward a goal they actually value.
Phase I: The Vulnerability Shift
Traditional Approach (DON'T)
"Jordan, we're starting this chart today. You need to get 4 stickers to go to the game room on Friday. Every time you yell out, I mark an X."
Co-Design Pivot (DO)
"Jordan, I’ve noticed you’ve been feeling really frustrated in Science lately. I don't want to just keep 'managing' you. I want to know: if we could track one thing that would make your life in that class easier, what would it be? And how should we keep track of it so it feels private to you?"
Traditional Approach (DON'T)
"If you don't agree to the chart, we'll have to involve the Principal."
Co-Design Pivot (DO)
"I really want this to be something you own, not something that happens *to* you. If you don't feel like this tool is helping you meet your goal, we can change the tool. You’re the data owner here. Does that feel fair?"
Simulation: The Negotiation
Work with a partner. One plays the Counselor, one plays Jordan. Use the space below to brainstorm the co-constructed metrics.
Jordan's Values
What does Jordan actually care about? (e.g., getting through class faster, peer respect)
The "Non-Negotiables"
What safety/legal lines must the school maintain?
The Chosen Metric
What is the "Goal" we are tracking? (Must be objective and positive)
Reflective Question for Graduate Students:
"If Jordan refuses to participate in co-construction, what is your next ethical step? How do you balance school mandate with student assent?"
Student-Led Goal Tracker Student-Led Goal Tracker
Example Framework for Co-Construction
Privacy level
Confidential
I am working on...
"Staying in my seat during work time so I can finish faster and have free time."
Student's own definition of success.
How I track my progress:
MON
TUE
WED
THU
FRI
Support I need
A quiet signal from the teacher
Headphones for concentration
___________________________
My Self-Rating
How did it feel to track my own data this week?
CO-CONSTRUCTED PARTNERSHIP AGREEMENT
STUDENT RETAINS OWNERSHIP OF ALL LOGS
Student Signature
Counselor Initials
Surveillance Shadows Slides Lesson 5: Data Integrity
Surveillance Shadows
The Observer Effect and Unintended Reactivity in Behavioral Tracking
The Observer Effect
"The phenomenon where the act of observing a behavior changes that behavior."
Data reflects the Surveillance, not the student.
Anxiety-induced performance shifts.
The presence of a clipboard can increase a student's heart rate by 20% and decrease their task performance immediately.
Forms of Behavioral Distortion
Positive Reactivity
The student "performs" for the observer. The data looks great, but it's fragile and doesn't persist when the observer leaves.
Negative Reactivity
The student feels self-conscious or threatened, leading to avoidance , shut-down , or escalation .
Solution: Strategic Invisibility
How to collect valid data while preserving ecological validity.
Naturalistic
Observer blends into the environment (e.g., helping a nearby student).
Proximity
Maintain standard distance. Don't hover specifically over the subject.
Duration
Extended observation periods reduce novelty and reactivity over time.
Indirect
Use work samples and permanent products instead of live tallying.
Observer Effect Case Studies Observer Effect Case Studies
Analyzing Reactivity in Clinical and Educational Settings
Confidential Case File
Series: SURVEILLANCE-SHADOWS
Psychological Primer
In behavioral science, Reactivity is the change in behavior due to the awareness of being observed. While often viewed as a data problem, it is primarily a dignity problem . These cases illustrate the "Shadow" cast by the observer.
Case A: The Clipboard Catalyst
Sam, a 10th-grade student with social anxiety, is being observed for "task avoidance." The school psychologist sits at the back of the room with a large clipboard and a stopwatch. Sam, usually a quiet student who struggles to start work, becomes visibly agitated. He begins tapping his pencil rapidly and eventually asks to go to the nurse within 5 minutes of the observer's arrival.
Reactivity Analysis
How did the "artifacts" of observation (clipboard, stopwatch) change Sam's behavioral baseline?
Case B: The Perfect Performer
Maya is being tracked for "disruptive outbursts." When the behavior consultant enters the room, Maya becomes the "model student." She sits perfectly still, raises her hand for every question, and helps her peers. The consultant records 100% appropriate behavior. However, the teacher reports that as soon as the consultant stepped out for a phone call, Maya threw a book across the room.
Validity Audit
Is the data collected during this observation "valid"? Why or why not?
The Ethical Pivot
Redesign the observation protocol for Case A (Sam). How could you collect the necessary data without triggering the anxiety spike? Focus on Inconspicuous Methods .
Current Method (Triggering)
• Sitting at the back of the room
• Visible clipboard and tally sheet
• Periodic timing with a digital watch
Ethical Revision (Low-Reactivity) Ecological Validity Checklist Ecological Validity Checklist
Standard for Low-Inference, High-Dignity Behavioral Observation
I. Environmental Integration
Artifact Minimization
Are tallies being recorded discreetly (e.g., on a small index card, a mobile device, or via frequency counters) rather than on a visible full-page clipboard?
Role-Blurring
Is the observer engaged in a natural classroom activity (e.g., circulating as a helper, working with a small group) to reduce the "specimen" feel of the observation?
II. Fidelity & Dignity
Assent Check
Has the student been informed of the observation in a way that prioritizes support over policing? (Applicable for Tier 2/3 supports).
Ecological Context
Does the data collection include environmental variables (e.g., lighting, noise levels, peer proximity) rather than focusing solely on the student's internal failure to comply?
Observer's Ethics Vow
"I recognize that my presence changes the ecosystem of this classroom. I commit to minimizing my footprint and ensuring that the data I collect serves the student's liberation and success, rather than their exclusion or pathologization."
Required for all Graduate Practicum and Internship Site Observations.
PRACTITIONER SIGNATURE
Ethics and Equity in Behavioral Surveillance // Module 5 // Ecological Validity
