Course 14. Notes on Pedestrian Safety at and Near Bus Stops Study - North Jersey Transportation Planning Authority (NJTPA) Bus Stop Field Audit



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 14. Notes on Pedestrian Safety at and Near Bus Stops Study -  

(NJTPO)  
Thursday, January 29, 2026  
3:37 PM  
MODULE 1 — Introduction to Bus Stop Field Audits  
(Full Expanded, Canvas-Ready Format)  
0. Three Topics  
1. Purpose and Function of Bus Stop Field Audits  
2. Core Components of the NJTPA Audit Methodology  
3. Why Field Observations Matter for Pedestrian Safety  
1. Key Words + Definitions  
Key Word  
Definition  
Field Audit  
A structured, on-site evaluation documenting physical, operational, and  
behavioral conditions at a bus stop.  
Pedestrian  
Generator  
A nearby land use (school, retail, housing, employment center) that increases  
pedestrian activity.  
Conflict Point  
A location where pedestrian and vehicle paths intersect, creating potential  
crash risk.  
Site Context  
The surrounding land use, roadway environment, and pedestrian activity  
patterns influencing safety.  
Safety Deficiency Any environmental, operational, or behavioral condition that increases crash  
likelihood.  
2. Quizlet-Style Set (5 Terms + Definitions)  
1. Audit Form — A standardized tool used to record conditions, risks, and observations at a bus  
stop.  
2. On-Site Observation — Direct field review of real-world conditions that cannot be captured  
through maps or data alone.  
3. Roadway Environment — The physical and operational characteristics of the road where the  
bus stop is located.  
4. Pedestrian Exposure — The amount of time pedestrians spend in areas where they may  
encounter traffic.  
5. Risk Indicator — A feature or condition that signals elevated crash potential.  
3. Multiple-Choice Questions (Correct Answers in Bold)  
1. The primary purpose of a bus stop field audit is to: A. Measure bus ridership B. Document  
real-world conditions that affect pedestrian safety C. Evaluate bus operator performance D.  
Determine transit fare levels  
2. A pedestrian generator is: A. A device that counts pedestrians B. A nearby land use that  
increases pedestrian activity C. A type of bus shelter D. A roadway marking  
3. Conflict points occur where: A. Bus operators take breaks B. Pedestrian and vehicle paths  
intersect C. Transit routes overlap D. Sidewalks end  
4. Field audits are important because they: A. Replace crash data B. Capture conditions not  
visible in desktop analysis C. Eliminate the need for engineering studies D. Focus only on bus  
operations  
5. A safety deficiency refers to: A. A minor inconvenience B. A condition that increases crash risk  
C. A temporary construction zone D. A bus stop with low ridership  
New Section 1 Page 1  
4. Google Video Learning (Topic → Link)  
(All links are Google Video searches, as required.)  
• What Is a Bus Stop Field Audit? https://www.google.com/search?  
• Pedestrian Safety Basics https://www.google.com/search?  
• Transit Stop Safety Overview https://www.google.com/search?  
• Urban Design and Pedestrian Risk https://www.google.com/search?  
5. CliffNotes — Key Items & Summary  
Key Items  
• Field audits provide firsthand insight into pedestrian safety conditions.  
• NJTPA’s Appendix C uses a consistent structure: site context, roadway conditions, pedestrian  
activity, photos, and recommendations.  
• Many safety issues cannot be detected through crash data alone.  
• Field observations reveal behavioral patterns, visibility issues, and ADA barriers.  
• Audits support data-driven decision-making for safety improvements.  
Summary  
Field audits are essential tools for understanding pedestrian safety at bus stops. They document  
real-world conditions, identify risks, and provide evidence for targeted improvements. NJTPA’s audit  
structure ensures consistency and thoroughness across all evaluated sites.  
6. SparkNotes — Key Items & Summary  
Key Items  
• Audits = real-world evidence.  
• They reveal risks invisible in maps or data.  
• They combine photos, measurements, and observations.  
• They guide engineering, policy, and operational decisions.  
Summary  
Bus stop field audits help planners and engineers understand what’s happening on the ground. They  
highlight safety issues and guide improvements that make transit access safer and more equitable.  
7. Activities Related to the Topics  
1. Mini-Audit Exercise: Students review a photo of a bus stop and list five safety deficiencies.  
2. Site Context Mapping: Identify pedestrian generators around a selected location.  
3. Conflict Point Identification: Draw a simple diagram showing where pedestrians and vehicles  
intersect.  
4. Reflection Prompt: “Why can’t crash data alone tell the full safety story?”  
8. Thesis Statements + Answers  
Thesis 1  
Field audits are essential for identifying real-world pedestrian safety issues at bus stops. Answer:  
They capture environmental and behavioral conditions that crash data and maps cannot reveal.  
Thesis 2  
Understanding site context is critical for evaluating pedestrian risk. Answer: Land use, roadway  
design, and pedestrian generators shape exposure and conflict points.  
Thesis 3  
Safety deficiencies must be documented systematically to support effective improvements. Answer:  
Standardized audit forms ensure consistent evaluation and help prioritize interventions.  
New Section 1 Page 2  
MODULE 2 — Audit Methodology and Data Collection  
(Full Expanded, Canvas-Ready Format)  
0. Three Topics  
1. Standardized Data Elements in Bus Stop Field Audits  
2. Tools and Techniques for Collecting On-Site Safety Information  
3. How Audit Data Supports Pedestrian Safety Analysis  
1. Key Words + Definitions  
Key Word  
Definition  
Audit Form  
A structured document used to record roadway, pedestrian, and  
transit conditions during a field audit.  
Geolocation Data  
GPS-based coordinates used to precisely map bus stop locations and  
observed conditions.  
Roadway Inventory  
Pedestrian Activity Count  
A detailed record of roadway characteristics such as lanes, speeds,  
signals, and geometry.  
A tally of pedestrians observed during the audit period, used to  
estimate exposure.  
Environmental Condition  
Assessment  
Evaluation of lighting, visibility, obstructions, and surface conditions  
at the site.  
2. Quizlet-Style Set (5 Terms + Definitions)  
1. Data Collection Protocol — A standardized procedure ensuring consistent and accurate field  
observations.  
2. Traffic Control Inventory — Documentation of signals, signs, markings, and control devices  
affecting pedestrian movement.  
3. ADA Feature Assessment — Evaluation of ramps, landing pads, and accessibility elements at  
the bus stop.  
4. Photographic Documentation — Use of photos to capture site conditions, hazards, and design  
features.  
5. Exposure Indicator — A metric showing how often pedestrians interact with traffic at a given  
location.  
3. Multiple-Choice Questions (Correct Answers in Bold)  
1. A standardized audit form is important because it: A. Reduces the number of bus stops B.  
Ensures consistent data collection across locations C. Eliminates the need for photos D.  
Measures bus operator performance  
2. Geolocation data is used to: A. Determine bus fare prices B. Precisely map the location of  
observed conditions C. Count pedestrians D. Evaluate bus shelter cleanliness  
3. A roadway inventory typically includes: A. Transit ridership surveys B. Lane counts, speeds,  
geometry, and traffic controls C. Passenger opinions D. Bus operator schedules  
4. Pedestrian activity counts help analysts understand: A. Bus maintenance needs B. Exposure  
and potential conflict frequency C. Transit fare collection D. Roadway resurfacing schedules  
5. Photographic documentation is essential because it: A. Replaces written notes B. Captures  
visual evidence of site conditions C. Eliminates the need for field visits D. Measures traffic  
speed  
4. Google Video Learning (Topic → Link)  
(All links are Google Video searches, formatted exactly as required.)  
• How to Conduct a Pedestrian Field Audit https://www.google.com/search?  
New Section 1 Page 3  
• Collecting Roadway and Pedestrian Environment Data https://www.google.com/search?  
• Using GPS and Mapping Tools for Safety Audits https://www.google.com/search?  
• Documenting Site Conditions with Photos https://www.google.com/search?  
5. CliffNotes — Key Items & Summary  
Key Items  
• Audit methodology ensures consistency across all evaluated bus stops.  
• Data elements include roadway features, pedestrian activity, ADA conditions, lighting, and  
visibility.  
• GPS coordinates and photos strengthen the accuracy of audit findings.  
• Standardized forms reduce subjectivity and improve comparability.  
• High-quality data supports stronger safety recommendations.  
Summary  
This module explains how field auditors collect structured, reliable data at bus stops. Using  
standardized forms, GPS mapping, photos, and direct observation, auditors document conditions  
that influence pedestrian safety. These data elements form the backbone of NJTPA’s safety analysis  
and improvement recommendations.  
6. SparkNotes — Key Items & Summary  
Key Items  
• Consistency is key in field audits.  
• Data collection includes roadway, pedestrian, and environmental elements.  
• Photos and GPS improve accuracy.  
• Good data = good safety decisions.  
Summary  
Audit methodology ensures that every bus stop is evaluated using the same criteria. This consistency  
allows analysts to compare sites, identify risks, and recommend effective improvements.  
7. Activities Related to the Topics  
1. Mock Audit Form Completion: Students fill out a simplified audit form using a provided  
photo.  
2. Roadway Inventory Exercise: Identify lane counts, speeds, and controls from sample images.  
3. GPS Mapping Task: Plot a bus stop location using coordinates.  
4. Photo Analysis Activity: Students annotate hazards visible in audit photos.  
8. Thesis Statements + Answers  
Thesis 1  
Standardized data collection is essential for accurate and comparable bus stop safety assessments.  
Answer: Consistent audit forms ensure that all sites are evaluated using the same criteria, improving  
reliability.  
Thesis 2  
Photographic and geolocation data strengthen the validity of field audit findings. Answer: Visual and  
spatial evidence helps confirm observations and supports stronger recommendations.  
Thesis 3  
Comprehensive data collection enables more effective pedestrian safety improvements. Answer:  
Detailed information about roadway, pedestrian, and environmental conditions guides targeted  
interventions.  
New Section 1 Page 4  
MODULE 3 — Understanding Site Context and Land  
Use  
(Full Expanded, Canvas-Ready Format)  
0. Three Topics  
1. Land Use Patterns and Their Influence on Pedestrian Activity  
2. Identifying Pedestrian Generators Around Bus Stops  
3. How Site Context Shapes Safety Risks and Crossing Behavior  
1. Key Words + Definitions  
Key Word  
Definition  
Site Context  
The surrounding land use, roadway environment, and pedestrian activity  
patterns that influence safety at a bus stop.  
Pedestrian  
Generator  
A nearby land use (school, retail, housing, transit hub) that increases pedestrian  
activity and crossing demand.  
Desire Line  
The natural path pedestrians choose, often the shortest or most convenient  
route, regardless of infrastructure.  
Land-Use  
Intensity  
The level of activity generated by surrounding development, affecting  
pedestrian volumes.  
Activity Node  
A concentrated area of pedestrian movement, often created by multiple  
generators in close proximity.  
2. Quizlet-Style Set (5 Terms + Definitions)  
1. Mixed-Use Environment — An area combining residential, commercial, and institutional uses  
that generate high pedestrian activity.  
2. Trip Attraction — The ability of a land use to draw pedestrians, influencing crossing  
frequency.  
3. Pedestrian Demand Zone — A location where land uses create consistent or high levels of  
foot traffic.  
4. Context-Sensitive Design — Infrastructure planning that responds to the specific land-use and  
activity patterns of a location.  
5. Transit-Supportive Area — A place where land use and density naturally support high transit  
ridership and pedestrian movement.  
3. Multiple-Choice Questions (Correct Answers in Bold)  
1. Site context is important because it: A. Determines bus operator schedules B. Influences  
pedestrian activity and safety risks C. Reduces the need for crosswalks D. Eliminates the need  
for field audits  
2. A pedestrian generator is: A. A type of traffic signal B. A nearby land use that increases  
pedestrian activity C. A roadway marking D. A bus stop amenity  
3. Desire lines are: A. Officially marked crosswalks B. Natural paths pedestrians choose based on  
convenience C. Bus route alignments D. Transit agency policies  
4. Land-use intensity affects pedestrian safety because: A. High intensity reduces pedestrian  
activity B. Higher intensity increases pedestrian volumes and exposure C. It determines bus  
fare prices D. It eliminates conflict points  
5. Activity nodes are created when: A. Bus stops are removed B. Multiple pedestrian generators  
are located close together C. Traffic speeds are reduced D. Sidewalks are widened  
4. Google Video Learning (Topic → Link)  
New Section 1 Page 5  
(All links are Google Video searches, formatted exactly as required.)  
• Land Use and Pedestrian Safety https://www.google.com/search?  
• Pedestrian Generators and Transit Planning https://www.google.com/search?  
• Understanding Desire Lines in Urban Design https://www.google.com/search?  
• How Site Context Shapes Pedestrian Risk https://www.google.com/search?  
5. CliffNotes — Key Items & Summary  
Key Items  
• Land use strongly influences pedestrian volumes and crossing behavior.  
• Pedestrian generators such as schools, retail, and housing increase exposure near bus stops.  
• Desire lines often reveal where infrastructure is missing or inadequate.  
• High-intensity land uses create activity nodes that require enhanced safety treatments.  
• Understanding site context helps explain why certain bus stops experience higher crash risk.  
Summary  
This module explains how land use and site context shape pedestrian activity around bus stops.  
High-intensity areas with multiple generators create more crossings and potential conflicts. By  
analyzing site context, planners can better understand risk patterns and design improvements that  
match real-world pedestrian behavior.  
6. SparkNotes — Key Items & Summary  
Key Items  
• Land use drives pedestrian demand.  
• Generators create predictable movement patterns.  
• Desire lines show where people want to walk.  
• Context matters for every safety decision.  
Summary  
Site context determines how pedestrians move around bus stops. Understanding land use and  
activity patterns helps identify risks and design safer, more intuitive environments.  
7. Activities Related to the Topics  
1. Land-Use Mapping Exercise: Students map land uses around a selected bus stop and identify  
pedestrian generators.  
2. Desire Line Identification: Using aerial imagery, students draw likely pedestrian paths.  
3. Activity Node Analysis: Evaluate a location with multiple generators and describe its safety  
implications.  
4. Short Reflection: “How does land use influence pedestrian exposure at bus stops?”  
8. Thesis Statements + Answers  
Thesis 1  
Land use patterns directly influence pedestrian activity and safety risks near bus stops. Answer:  
High-intensity land uses generate more pedestrian movement, increasing exposure and conflict  
points.  
Thesis 2  
Pedestrian generators shape where and how people cross streets. Answer: Schools, retail, and  
housing create predictable movement patterns that must be supported with safe infrastructure.  
Thesis 3  
Understanding desire lines is essential for designing effective pedestrian facilities. Answer: Desire  
New Section 1 Page 6  
lines reveal natural pedestrian behavior and highlight where crossings or sidewalks are needed.  
MODULE 4 — Roadway Characteristics and Their  
Safety Implications  
(Full Expanded, Canvas-Ready Format)  
0. Three Topics  
1. Roadway Design Elements That Influence Pedestrian Safety  
2. Conflict Points and Vehicle Movements Near Bus Stops  
3. How Roadway Speed, Geometry, and Controls Shape Crash Risk  
1. Key Words + Definitions  
Key Word  
Definition  
Roadway  
Geometry  
The physical layout of the road, including lane width, curvature, medians, and  
intersection design.  
Operating Speed  
Conflict Point  
The actual speed at which vehicles travel, often higher than the posted limit.  
A location where pedestrian and vehicle paths intersect, creating potential  
crash risk.  
Traffic Control  
Device  
Signals, signs, and markings that regulate vehicle and pedestrian movement.  
Crossing  
A location where pedestrians can safely cross, whether marked or unmarked.  
Opportunity  
2. Quizlet-Style Set (5 Terms + Definitions)  
1. Lane Configuration — The number and arrangement of lanes, influencing crossing distance  
and exposure.  
2. Sight Distance — The length of roadway visible to a driver, affecting reaction time and yielding  
behavior.  
3. Turning Movement — A vehicle maneuver (right turn, left turn) that creates pedestrian  
conflict points.  
4. Median Refuge — A protected center area allowing pedestrians to cross in two stages.  
5. Speed Environment — The overall speed conditions created by roadway design, traffic flow,  
and land use.  
3. Multiple-Choice Questions (Correct Answers in Bold)  
1. Roadway geometry affects pedestrian safety because it: A. Determines bus fare prices B.  
Influences crossing distance, visibility, and conflict points C. Eliminates the need for  
sidewalks D. Reduces pedestrian activity  
2. Operating speed is important because: A. It determines bus schedules B. Higher speeds  
increase crash severity and reduce driver reaction time C. It reduces the need for crosswalks  
D. It eliminates conflict points  
3. A conflict point occurs when: A. Two buses arrive at the same time B. Pedestrian and vehicle  
paths intersect C. A bus stop is relocated D. A roadway is resurfaced  
4. Traffic control devices help improve safety by: A. Increasing vehicle speeds B. Regulating  
movement and improving predictability C. Eliminating pedestrian crossings D. Reducing  
transit ridership  
5. Crossing opportunities are important because they: A. Reduce the number of bus stops B.  
Provide safe locations for pedestrians to cross the roadway C. Increase roadway width D.  
Eliminate the need for signals  
New Section 1 Page 7  
4. Google Video Learning (Topic → Link)  
(All links are Google Video searches, formatted exactly as required.)  
• Roadway Design and Pedestrian Safety https://www.google.com/search?  
• Understanding Traffic Conflict Points https://www.google.com/search?  
• How Speed Affects Pedestrian Crash Risk https://www.google.com/search?  
• Crossing Opportunities and Safe Street Design https://www.google.com/search?  
5. CliffNotes — Key Items & Summary  
Key Items  
• Roadway characteristics strongly influence pedestrian safety at bus stops.  
• Lane count, width, and geometry affect crossing distance and exposure.  
• Higher operating speeds increase crash severity and reduce yielding.  
• Conflict points arise from turning movements, midblock crossings, and bus pull-outs.  
• Traffic control devices improve predictability and reduce risk.  
Summary  
This module explains how roadway design shapes pedestrian safety near bus stops. Features such as  
lane configuration, speed environment, and turning movements create predictable patterns of risk.  
Understanding these roadway elements helps planners identify hazards and recommend effective  
engineering solutions.  
6. SparkNotes — Key Items & Summary  
Key Items  
• Roadway design = pedestrian risk level.  
• More lanes = longer crossings.  
• Higher speeds = more severe crashes.  
• Conflict points show where crashes are likely.  
• Controls help regulate movement.  
Summary  
Roadway characteristics determine how safe or unsafe a bus stop environment is. By analyzing  
geometry, speed, and conflict points, practitioners can identify risks and design safer pedestrian  
environments.  
7. Activities Related to the Topics  
1. Roadway Classification Exercise: Students classify roadway types using audit photos.  
2. Conflict Point Diagramming: Draw conflict points for a sample intersection.  
3. Speed Environment Analysis: Evaluate how roadway design influences driver speed.  
4. Crossing Opportunity Review: Identify where safe crossings exist or are missing at a selected  
location.  
8. Thesis Statements + Answers  
Thesis 1  
Roadway geometry is a major determinant of pedestrian safety near bus stops. Answer: Lane width,  
lane count, and intersection design influence crossing distance, visibility, and conflict points.  
Thesis 2  
Operating speed directly affects pedestrian crash severity and risk. Answer: Higher speeds reduce  
driver reaction time and increase the likelihood of fatal or severe injuries.  
Thesis 3  
New Section 1 Page 8  
Conflict points must be identified to understand where pedestrian-vehicle interactions are most  
dangerous. Answer: Mapping conflict points reveals predictable patterns of risk and guides targeted  
safety improvements.  
MODULE 5 — Bus Stop Design and Amenities  
(Full Expanded, Canvas-Ready Format)  
0. Three Topics  
1. Bus Stop Placement and Its Influence on Pedestrian Safety  
2. Design Elements and Amenities That Support Safe Transit Access  
3. ADA Compliance and Accessibility Requirements at Bus Stops  
1. Key Words + Definitions  
Key Word  
Definition  
Near-Side Stop  
A bus stop located immediately before an intersection, often creating  
turning-movement conflicts.  
Far-Side Stop  
Landing Pad  
Stop Spacing  
A bus stop placed after an intersection, generally reducing conflicts with  
right-turning vehicles.  
A firm, stable, ADA-compliant surface where passengers board and exit the  
bus.  
The distance between bus stops, influencing pedestrian crossing frequency  
and walking distance.  
Shelter  
Infrastructure  
Physical elements such as shelters, benches, and signage that support rider  
comfort and safety.  
2. Quizlet-Style Set (5 Terms + Definitions)  
1. Bus Stop Placement Strategy — The method used to determine where stops should be  
located relative to intersections and pedestrian activity.  
2. ADA Boarding Area — A designated space that meets federal accessibility standards for slope,  
width, and surface quality.  
3. Obstruction Hazard — Any object (pole, sign, vegetation) that blocks pedestrian movement or  
reduces visibility.  
4. Transit Amenity Package — A combination of features such as shelters, lighting, benches, and  
signage that enhance the user experience.  
5. Stop Consolidation — The process of removing or relocating stops to improve safety,  
efficiency, or accessibility.  
3. Multiple-Choice Questions (Correct Answers in Bold)  
1. A far-side bus stop is often safer because it: A. Increases bus speeds B. Reduces conflicts with  
right-turning vehicles C. Eliminates the need for crosswalks D. Reduces pedestrian activity  
2. A landing pad is important because it: A. Provides a place for bus operators to rest B. Ensures  
passengers have a stable, accessible boarding surface C. Reduces bus dwell time D.  
Eliminates the need for shelters  
3. Stop spacing affects pedestrian safety by: A. Determining bus fare prices B. Influencing how  
often pedestrians must cross the street C. Reducing the number of sidewalks D. Eliminating  
conflict points  
4. Obstruction hazards are dangerous because they: A. Improve bus operator visibility B. Block  
sight lines and force pedestrians into unsafe paths C. Reduce traffic speeds D. Increase  
shelter usage  
5. ADA-compliant boarding areas must: A. Be located only at intersections B. Provide a firm,  
stable, and accessible surface for all users C. Include a bench D. Be larger than a full sidewalk  
New Section 1 Page 9  
4. Google Video Learning (Topic → Link)  
(All links are Google Video searches, formatted exactly as required.)  
• Bus Stop Design Basics https://www.google.com/search?  
• Near-Side vs. Far-Side Stop Placement https://www.google.com/search?  
• ADA Requirements for Bus Stops https://www.google.com/search?  
• Transit Amenities and Safety https://www.google.com/search?  
5. CliffNotes — Key Items & Summary  
Key Items  
• Bus stop placement (near-side vs. far-side) significantly affects conflict points and safety.  
• Landing pads are essential for ADA compliance and safe boarding.  
• Stop spacing influences pedestrian crossing behavior and exposure.  
• Amenities such as shelters, lighting, and signage improve comfort and safety.  
• Obstructions near stops reduce visibility and create hazards for pedestrians.  
Summary  
This module explains how bus stop design and amenities influence pedestrian safety. Placement  
decisions, ADA-compliant landing pads, and the presence of shelters and lighting all shape how  
safely riders can access transit. NJTPA’s audits frequently identified poorly placed stops, missing  
landing pads, and visibility obstructionshighlighting the importance of thoughtful design.  
6. SparkNotes — Key Items & Summary  
Key Items  
• Placement matters: far-side stops reduce conflicts.  
• ADA landing pads are non-negotiable.  
• Good amenities = safer, more comfortable stops.  
• Obstructions create hidden risks.  
Summary  
Bus stop design directly affects how safely people can reach and use transit. Proper placement, clear  
visibility, and accessible infrastructure create safer environments for all riders.  
7. Activities Related to the Topics  
1. ADA Compliance Check: Students evaluate a bus stop photo for ADA landing pad  
requirements.  
2. Placement Analysis: Compare near-side and far-side stops and identify safety differences.  
3. Amenity Audit: Students list missing amenities at a selected stop and propose improvements.  
4. Obstruction Mapping: Identify and categorize obstructions in audit photos.  
8. Thesis Statements + Answers  
Thesis 1  
Bus stop placement significantly influences pedestrian safety and conflict patterns. Answer: Far-side  
stops reduce turning-movement conflicts and improve visibility for both pedestrians and drivers.  
Thesis 2  
ADA-compliant landing pads are essential for safe and equitable transit access. Answer: They  
provide a stable, accessible surface that supports passengers with mobility limitations.  
Thesis 3  
Amenities and clear visibility enhance both safety and user experience at bus stops. Answer:  
Shelters, lighting, and unobstructed sight lines reduce risk and improve comfort for riders.  
New Section 1 Page 10  
MODULE 6 — Behavioral Observation and Human  
Factors  
(Full Expanded, Canvas-Ready Format)  
0. Three Topics  
1. Pedestrian Behaviors That Influence Safety Near Bus Stops  
2. Driver Behaviors and Conflict Patterns Observed in Field Audits  
3. Human-Factors Methods for Documenting Real-World Behavior  
1. Key Words + Definitions  
Key Word  
Definition  
Behavioral  
Observation  
A systematic method for recording pedestrian and driver actions that influence  
safety outcomes.  
Risk-Taking  
Behavior  
Actions such as midblock crossing, running for buses, or stepping into the  
roadway that increase crash likelihood.  
Driver Yielding  
Behavior  
The degree to which drivers stop or slow for pedestrians at crossings or bus  
stops.  
Compliance Rate  
The percentage of pedestrians or drivers who follow traffic rules or use  
designated crossings.  
Human Factors  
The study of how people interact with their environment, including  
decision-making, perception, and reaction time.  
2. Quizlet-Style Set (5 Terms + Definitions)  
1. Gap Acceptance — The decision pedestrians make about whether an available traffic gap is  
safe enough to cross.  
2. Distraction Behavior — Pedestrian or driver inattention caused by phones, conversations, or  
other stimuli.  
3. Conflict Behavior — Actions that bring pedestrians and vehicles into close proximity,  
increasing crash risk.  
4. Behavioral Coding — Categorizing observed actions into standardized groups for analysis.  
5. Yield Compliance — The rate at which drivers obey yielding requirements at crosswalks or bus  
stops.  
3. Multiple-Choice Questions (Correct Answers in Bold)  
1. Behavioral observation is used to: A. Replace crash data entirely B. Identify actions that  
increase or decrease crash risk C. Measure bus fuel efficiency D. Evaluate transit fare  
structures  
2. A common pedestrian risk-taking behavior is: A. Waiting for the bus B. Crossing midblock in  
heavy traffic C. Standing away from the curb D. Using marked crosswalks  
3. Driver yielding behavior refers to: A. How often drivers honk B. Whether drivers stop or slow  
for pedestrians C. The number of passengers on a bus D. How drivers respond to traffic lights  
4. Human-factors analysis focuses on: A. Roadway geometry only B. How people behave in  
real-world environments C. Transit scheduling D. Weather patterns  
5. Behavioral coding helps researchers: A. Eliminate the need for fieldwork B. Categorize  
observed actions consistently C. Replace environmental audits D. Measure bus stop spacing  
4. Google Video Learning (Topic → Link)  
(All links are Google Video searches, formatted exactly as required.)  
• Pedestrian and Driver Behavior at Crossings https://www.google.com/search?  
New Section 1 Page 11  
• Human Factors in Transportation Safety https://www.google.com/search?  
• Observing Pedestrian Behavior in Urban Areas https://www.google.com/search?  
• Driver Yielding and Compliance Studies https://www.google.com/search?  
5. CliffNotes — Key Items & Summary  
Key Items  
• Human behavior is a major contributor to pedestrian crash risk.  
• Pedestrian actions such as distraction, midblock crossing, and impatience increase exposure.  
• Driver behaviorsspeeding, failing to yield, distractionshape pedestrian safety outcomes.  
• Behavioral observation provides insights not visible in crash data.  
• Human-factors methods help categorize and interpret real-world actions.  
Summary  
This module examines how pedestrian and driver behaviors influence crash risk at bus stops.  
Human-factors analysis reveals patterns of distraction, non-compliance, and risk-taking that  
contribute to unsafe conditions. Behavioral observation provides essential context for  
understanding why crashes occur and how to prevent them.  
6. SparkNotes — Key Items & Summary  
Key Items  
• Behavior often amplifies environmental risks.  
• Observational methods reveal real-world decision-making.  
• Compliance and yielding rates are key safety indicators.  
• Human-factors analysis connects behavior to crash outcomes.  
Summary  
Pedestrian and driver behaviors play a central role in safety near bus stops. By observing how  
people act in real environments, analysts can identify risky patterns and design interventions that  
address both behavior and infrastructure.  
7. Activities Related to the Topics  
1. Behavioral Observation Assignment: Observe a bus stop for 10 minutes and record  
pedestrian and driver behaviors.  
2. Compliance Rate Calculation: Count how many pedestrians use the crosswalk vs. crossing  
midblock.  
3. Distraction Analysis: Document how many pedestrians are using phones while crossing.  
4. Driver Yielding Study: Track how often drivers yield to pedestrians at a marked crossing.  
8. Thesis Statements + Answers  
Thesis 1  
Human behavior is a critical determinant of pedestrian safety at bus stops. Answer: Risky actions  
such as distraction, midblock crossing, and impatience increase exposure and crash likelihood.  
Thesis 2  
Driver yielding behavior significantly influences pedestrian crash risk. Answer: When drivers fail to  
stop or slow for pedestrians, conflict points become more dangerous and unpredictable.  
Thesis 3  
Behavioral observation provides essential insights that complement crash and environmental data.  
Answer: Observing real-world actions reveals patterns and risks that data alone cannot capture,  
improving the accuracy of safety assessments.  
New Section 1 Page 12  
MODULE 7 — Environmental Audits and Site  
Inventories  
(Full Expanded, Canvas-Ready Format)  
0. Three Topics  
1. Methods for Conducting Environmental Audits at Bus Stops  
2. Key Built-Environment Features That Influence Pedestrian Safety  
3. Tools and Techniques for Site Inventories and Field Assessments  
1. Key Words + Definitions  
Key Word  
Definition  
Environmental Audit  
A structured field assessment used to document physical conditions that  
affect pedestrian safety.  
Site Inventory  
A systematic record of built-environment features at and around a bus  
stop.  
Safety Deficiency  
A physical or operational condition that increases crash risk.  
Field Assessment Tool  
A checklist, form, or digital application used to document site conditions.  
Infrastructure Condition A scoring method used to evaluate the quality and safety of pedestrian  
Rating facilities.  
2. Quizlet-Style Set (5 Terms + Definitions)  
1. Walk Audit — A field-based evaluation of pedestrian conditions, focusing on safety, comfort,  
and accessibility.  
2. Crossing Inventory — A detailed record of crosswalks, signals, markings, and pedestrian  
controls at a location.  
3. Lighting Assessment — An evaluation of illumination levels and visibility at and near bus  
stops.  
4. Roadway Condition Review — Documentation of lane widths, speeds, geometry, and traffic  
patterns.  
5. Hazard Identification — The process of recognizing environmental features that pose risks to  
pedestrians.  
3. Multiple-Choice Questions (Correct Answers in Bold)  
1. An environmental audit is primarily used to: A. Measure bus ridership B. Document physical  
conditions that affect pedestrian safety C. Evaluate bus operator performance D. Determine  
transit fare levels  
2. A site inventory typically includes: A. Passenger opinions B. Sidewalks, lighting, crossings, and  
roadway features C. Bus fare collection data D. Transit schedule information  
3. A safety deficiency refers to: A. A minor inconvenience B. A condition that increases crash risk  
C. A temporary construction zone D. A bus stop with low ridership  
4. Field assessment tools are used to: A. Replace crash data B. Standardize how site conditions  
are documented C. Eliminate the need for professional judgment D. Measure bus speeds only  
5. Lighting assessments are important because: A. Lighting has no effect on safety B. Poor  
lighting reduces visibility and increases crash risk C. Lighting only affects bus operators D.  
Lighting is unrelated to pedestrian behavior  
4. Google Video Learning (Topic → Link)  
(All links are Google Video searches, formatted exactly as required.)  
• How to Conduct a Walk Audit https://www.google.com/search?  
New Section 1 Page 13  
• Assessing Built-Environment Safety Features https://www.google.com/search?  
• Lighting and Visibility in Pedestrian Safety https://www.google.com/search?  
• Field Methods for Transportation Safety Analysis https://www.google.com/search?  
5. CliffNotes — Key Items & Summary  
Key Items  
• Environmental audits document real-world conditions that influence pedestrian safety.  
• Site inventories capture sidewalks, lighting, crossings, and roadway geometry.  
• Field assessments reveal safety deficiencies not visible in crash data alone.  
• Standardized tools improve consistency and reliability of observations.  
• Built-environment features strongly shape pedestrian exposure and risk.  
Summary  
This module explains how environmental audits and site inventories help identify safety issues at  
bus stops. By documenting lighting, crossings, sidewalks, and roadway conditions, practitioners gain  
a clearer understanding of the physical environment. These assessments reveal hazards and guide  
targeted safety improvements.  
6. SparkNotes — Key Items & Summary  
Key Items  
• Walk audits uncover real-world safety challenges.  
• Site inventories provide structured documentation of built-environment features.  
• Lighting, crossings, and roadway design are critical safety elements.  
• Field tools ensure consistent and accurate assessments.  
Summary  
Environmental audits and site inventories are essential tools for understanding pedestrian safety at  
bus stops. They provide detailed, on-the-ground information that complements crash data and  
helps identify where improvements are needed most.  
7. Activities Related to the Topics  
1. Walk Audit Assignment: Conduct a short walk audit at a local bus stop and document key  
safety features.  
2. Site Inventory Form Creation: Design a simple checklist for evaluating bus stop environments.  
3. Lighting Evaluation Exercise: Visit a bus stop at dusk and assess visibility conditions.  
4. Hazard Identification Task: Review photos of bus stops and identify potential safety  
deficiencies.  
8. Thesis Statements + Answers  
Thesis 1  
Environmental audits are essential for identifying real-world safety issues at bus stops. Answer:  
Field assessments reveal hazards and deficiencies that crash data alone cannot capture.  
Thesis 2  
Site inventories provide the structured documentation needed to evaluate pedestrian  
environments. Answer: By recording sidewalks, lighting, crossings, and roadway features,  
inventories support consistent and accurate safety analysis.  
Thesis 3  
Built-environment features strongly influence pedestrian exposure and crash risk. Answer:  
Conditions such as poor lighting, inadequate crossings, and narrow sidewalks increase the likelihood  
New Section 1 Page 14  
of pedestrian-vehicle conflicts.  
MODULE 8 — Transit Operations and Pedestrian  
Safety  
(Full Expanded, Canvas-Ready Format)  
0. Three Topics  
1. How Transit Operations Shape Pedestrian Exposure Near Bus Stops  
2. Operational Factors That Influence Crash Risk (Speed, Frequency, Stop Spacing)  
3. Aligning Transit Service Design With Pedestrian Safety Goals  
1. Key Words + Definitions  
Key Word  
Definition  
Transit  
Operations  
The scheduling, routing, speed, and service patterns that define how buses move  
through the network.  
Stop Spacing  
The distance between bus stops, which affects pedestrian crossing frequency and  
exposure.  
Service  
How often buses arrive, influencing pedestrian activity and crossing behavior.  
Frequency  
Operational  
Speed  
The speed at which buses travel, affecting crash severity and pedestrian risk.  
Ridership Flow  
The volume and movement patterns of passengers entering and exiting transit  
services.  
2. Quizlet-Style Set (5 Terms + Definitions)  
1. Operational Exposure — The pedestrian activity generated by transit service patterns, such as  
frequent stops or high ridership.  
2. Route Design — The layout and alignment of bus routes that shape pedestrian movement and  
crossing needs.  
3. Speed Management — Operational strategies to reduce bus speeds in high-risk areas.  
4. Stop Consolidation — Reducing the number of stops to improve safety, efficiency, or spacing.  
5. Transit Flow Dynamics — How bus movement, dwell times, and passenger activity interact to  
influence safety.  
3. Multiple-Choice Questions (Correct Answers in Bold)  
1. Transit operations influence pedestrian safety primarily by: A. Reducing the number of  
sidewalks needed B. Shaping where and how pedestrians move near bus stops C. Eliminating  
pedestrian crossings D. Increasing roadway lighting  
2. Stop spacing affects pedestrian safety because: A. Fewer stops always reduce safety B. Longer  
spacing may increase crossing distances and exposure C. More stops eliminate the need for  
crosswalks D. Stop spacing has no effect on pedestrian movement  
3. Higher service frequency typically: A. Reduces pedestrian activity B. Increases pedestrian  
exposure due to more bus arrivals C. Eliminates the need for sidewalks D. Reduces the need  
for crossings  
4. Operational speed is important because: A. Faster buses improve pedestrian safety B. Higher  
speeds increase crash severity and risk C. Speed has no effect on crash outcomes D. Speed  
only affects bus operators  
5. Transit flow dynamics refer to: A. How buses are cleaned B. How bus movement and  
passenger activity interact C. How fares are collected D. How shelters are maintained  
New Section 1 Page 15  
4. Google Video Learning (Topic → Link)  
(All links are Google Video searches, formatted exactly as required.)  
• How Transit Operations Influence Pedestrian Safety https://www.google.com/search?  
• Understanding Stop Spacing and Safety https://www.google.com/search?  
• Bus Speed, Safety, and Urban Risk https://www.google.com/search?  
• Transit Frequency and Pedestrian Exposure https://www.google.com/search?  
5. CliffNotes — Key Items & Summary  
Key Items  
• Transit operations strongly influence pedestrian movement and exposure.  
• Stop spacing affects crossing distances and conflict points.  
• Higher service frequency increases pedestrian activity near stops.  
• Bus speed is directly linked to crash severity and risk.  
• Aligning operations with safety goals improves outcomes for all road users.  
Summary  
This module explains how transit operations shape pedestrian safety outcomes. Factors such as stop  
spacing, service frequency, and bus speed influence where pedestrians walk, cross, and wait.  
Understanding these operational elements helps agencies design safer transit environments and  
reduce crash risk.  
6. SparkNotes — Key Items & Summary  
Key Items  
• Transit operations create predictable pedestrian patterns.  
• Operational decisions can either increase or reduce crash risk.  
• Speed and frequency are major safety determinants.  
• Safety-aligned operations improve both efficiency and protection.  
Summary  
Transit operations are a major driver of pedestrian exposure and risk. By analyzing how buses move,  
stop, and interact with riders, planners can identify operational changes that improve safety. The  
core insight: safer operations lead to safer pedestrian environments.  
7. Activities Related to the Topics  
1. Stop Spacing Analysis: Compare two corridors with different stop spacing and evaluate safety  
implications.  
2. Frequency Mapping Exercise: Map bus arrival frequency and identify areas of high pedestrian  
exposure.  
3. Speed Observation Task: Observe bus speeds at a local stop and assess whether they align  
with safety needs.  
4. Operational Scenario Review: Given a route redesign proposal, identify potential safety  
impacts.  
8. Thesis Statements + Answers  
Thesis 1  
Transit operations significantly influence pedestrian exposure and crash risk. Answer: Operational  
factors such as stop spacing, frequency, and speed shape where pedestrians walk and how often  
they interact with traffic.  
Thesis 2  
New Section 1 Page 16  
Stop spacing and service frequency must be aligned with pedestrian safety goals. Answer: Poorly  
spaced stops and high-frequency service can increase crossing distances and exposure, raising crash  
risk.  
Thesis 3  
Speed management is essential for improving pedestrian safety near bus stops. Answer: Lower bus  
speeds reduce crash severity and create safer environments for pedestrians navigating transit  
corridors.  
MODULE 9 — ADA, Accessibility, and Equity  
Considerations  
(Full Expanded, Canvas-Ready Format)  
0. Three Topics  
1. ADA Requirements for Safe and Accessible Bus Stops  
2. Barriers Faced by People With Disabilities, Seniors, and Mobility-Limited Riders  
3. Equity Implications of Inaccessible or Unsafe Transit Environments  
1. Key Words + Definitions  
Key Word  
Definition  
ADA Compliance Meeting federal accessibility standards for boarding areas, ramps, slopes, and  
pedestrian access routes.  
Accessible  
Boarding Area  
A firm, stable, slip-resistant surface that allows safe boarding and alighting for  
all users.  
Equity Priority  
Population  
Groups disproportionately affected by unsafe or inaccessible transit  
environments, including low-income riders, seniors, and people with disabilities.  
Barrier-Free  
Access  
A pedestrian environment free of obstacles that impede movement for  
mobility-limited users.  
Universal Design Designing environments usable by all people, regardless of age, ability, or  
mobility.  
2. Quizlet-Style Set (5 Terms + Definitions)  
1. Curb Ramp — A sloped transition between sidewalk and roadway that enables wheelchair and  
mobility-device access.  
2. Detectable Warning Surface — A textured surface that alerts visually impaired pedestrians to  
roadway edges.  
3. Access Route — A continuous, unobstructed path connecting the bus stop to sidewalks and  
destinations.  
4. Mobility Barrier — Any physical feature (broken pavement, missing ramp, steep slope) that  
restricts movement.  
5. Equitable Access — Ensuring all riders, regardless of ability or background, can safely reach  
and use transit.  
3. Multiple-Choice Questions (Correct Answers in Bold)  
1. ADA compliance at bus stops is important because it: A. Reduces bus operator workload B.  
Ensures all riders can safely board and exit buses C. Eliminates the need for shelters D.  
Reduces transit ridership  
2. A missing curb ramp is an example of: A. A transit amenity B. A mobility barrier C. A roadway  
improvement D. A lighting feature  
3. Equity priority populations include: A. Only daily commuters B. Seniors, people with  
New Section 1 Page 17  
disabilities, and low-income riders C. Only bus operators D. Only cyclists  
4. Universal design aims to: A. Serve only high-ridership areas B. Create environments usable by  
people of all abilities C. Reduce the number of crosswalks D. Prioritize vehicle movement  
5. An accessible boarding area must: A. Be located only at intersections B. Provide a firm, stable,  
and slip-resistant surface C. Include a bench D. Be larger than a full sidewalk  
4. Google Video Learning (Topic → Link)  
(All links are Google Video searches, formatted exactly as required.)  
• ADA Requirements for Bus Stops https://www.google.com/search?  
• Accessibility Barriers in Transit Environments https://www.google.com/search?  
• Universal Design for Pedestrian Infrastructure https://www.google.com/search?  
• Equity and Accessibility in Transportation Planning https://www.google.com/search?  
5. CliffNotes — Key Items & Summary  
Key Items  
• ADA compliance ensures safe, equitable access for all riders.  
• Common barriers include missing ramps, uneven surfaces, narrow sidewalks, and obstructed  
paths.  
• Equity priority populations face disproportionate challenges when stops are inaccessible.  
• Universal design principles improve safety and usability for everyone.  
• NJTPA audits frequently identified accessibility gaps at bus stops.  
Summary  
This module explores how ADA requirements and equity considerations shape pedestrian safety at  
bus stops. Many NJTPA audit sites lacked accessible boarding areas, curb ramps, or barrier-free  
routes. Ensuring ADA compliance and applying universal design principles improves safety, mobility,  
and fairness for all transit users.  
6. SparkNotes — Key Items & Summary  
Key Items  
• Accessibility is a safety issue.  
• ADA features like ramps and landing pads are essential.  
• Equity requires addressing barriers faced by vulnerable riders.  
• Universal design benefits everyone.  
Summary  
Accessible bus stops are safer bus stops. By removing barriers and designing for all users, agencies  
create more equitable and effective transit environments.  
7. Activities Related to the Topics  
1. ADA Audit Exercise: Students evaluate a bus stop photo for ADA compliance and identify  
missing features.  
2. Barrier Mapping: Identify mobility barriers along the access route to a bus stop.  
3. Equity Impact Review: Analyze how accessibility gaps disproportionately affect vulnerable  
populations.  
4. Universal Design Redesign: Students redesign a non-compliant stop using universal design  
principles.  
8. Thesis Statements + Answers  
Thesis 1  
ADA compliance is essential for ensuring safe and equitable access to transit. Answer: Accessible  
New Section 1 Page 18  
boarding areas, ramps, and barrier-free routes allow all riders to use bus stops safely and  
independently.  
Thesis 2  
Accessibility barriers disproportionately affect vulnerable populations. Answer: Seniors, people with  
disabilities, and low-income riders face greater mobility challenges when stops lack ADA features.  
Thesis 3  
Universal design improves safety and usability for all transit users. Answer: Designing for the  
broadest range of abilities enhances comfort, reduces risk, and supports equitable mobility.  
MODULE 10 — Crash History and Risk Interpretation  
(Full Expanded, Canvas-Ready Format)  
0. Three Topics  
1. Understanding Crash Types and Patterns Near Bus Stops  
2. How to Interpret Crash Data in Relation to Field Conditions  
3. Using Crash History to Identify High-Risk Locations and Contributing Factors  
1. Key Words + Definitions  
Key Word  
Definition  
Crash Typology  
A classification system describing the type of pedestrian-vehicle crash (e.g.,  
turning, midblock, backing).  
Severity Index  
A measure of how serious crash outcomes are, based on injuries or  
fatalities.  
Contributing Factor  
A roadway, behavioral, or environmental condition that increases crash  
likelihood.  
High-Injury Network A set of corridors where a disproportionate share of severe crashes occur.  
(HIN)  
Exposure Risk  
The likelihood of a pedestrian encountering traffic based on activity levels  
and crossing frequency.  
2. Quizlet-Style Set (5 Terms + Definitions)  
1. Crash Cluster — A location where multiple crashes occur within a small geographic area.  
2. Turning-Movement Crash — A collision involving a vehicle turning across a pedestrian’s path.  
3. Midblock Crash — A crash occurring away from intersections, often linked to missing  
crossings.  
4. Risk Indicator — A measurable condition (speed, lane count, lighting) associated with higher  
crash probability.  
5. Crash Rate — The number of crashes relative to exposure, such as crashes per pedestrian  
crossing.  
3. Multiple-Choice Questions (Correct Answers in Bold)  
1. Crash history is important because it: A. Determines bus fare levels B. Reveals patterns of risk  
and contributing factors C. Eliminates the need for field audits D. Measures transit ridership  
2. A midblock crash typically occurs when: A. A bus is turning B. A pedestrian crosses away from  
an intersection C. A bus is parked D. A driver is backing out of a driveway  
3. A contributing factor is: A. A bus stop amenity B. A condition that increases crash likelihood  
C. A type of transit schedule D. A fare collection method  
4. Crash severity is measured by: A. Bus dwell time B. Injury or fatality outcomes C. Number of  
bus stops D. Transit frequency  
5. High-injury networks are: A. Routes with the most bus shelters B. Corridors with a  
New Section 1 Page 19  
disproportionate share of severe crashes C. Areas with low pedestrian activity D. Streets with  
only one travel lane  
4. Google Video Learning (Topic → Link)  
(All links are Google Video searches, formatted exactly as required.)  
• Understanding Pedestrian Crash Data https://www.google.com/search?  
• Crash Typologies and Risk Factors https://www.google.com/search?  
• How to Interpret Crash Maps and Hotspots https://www.google.com/search?  
• Using Crash History in Safety Planning https://www.google.com/search?  
5. CliffNotes — Key Items & Summary  
Key Items  
• Crash history reveals patterns that help identify high-risk locations.  
• Common crash types near bus stops include midblock, turning-movement, and backing  
crashes.  
• Severity levels help prioritize locations for safety improvements.  
• Crash data must be interpreted alongside field audit observations.  
• Exposure, speed, lighting, and roadway geometry are major contributing factors.  
Summary  
This module explains how crash history informs pedestrian safety analysis. Crash patterns reveal  
where and why pedestrians are at risk, while severity levels help prioritize interventions. When  
combined with field audit findings, crash data provides a powerful tool for understanding real-world  
safety challenges at bus stops.  
6. SparkNotes — Key Items & Summary  
Key Items  
• Crash data shows where problems occur.  
• Severity matters for prioritization.  
• Midblock and turning crashes are common near bus stops.  
• Crash history must be paired with field observations.  
Summary  
Crash history is a critical component of pedestrian safety analysis. It highlights dangerous locations  
and helps explain how roadway design, behavior, and environment contribute to risk.  
7. Activities Related to the Topics  
1. Crash Map Interpretation: Students analyze a crash map and identify hotspots near bus stops.  
2. Typology Classification: Categorize sample crash descriptions into typologies (turning,  
midblock, backing).  
3. Severity Prioritization Exercise: Rank locations based on severity index and exposure.  
4. Contributing Factor Analysis: Match crash patterns to field audit conditions (lighting, speed,  
geometry).  
8. Thesis Statements + Answers  
Thesis 1  
Crash history is essential for identifying high-risk pedestrian environments near bus stops. Answer:  
Patterns of midblock, turning, and severe crashes reveal where safety interventions are most  
needed.  
Thesis 2  
New Section 1 Page 20  
Crash severity helps prioritize safety improvements. Answer: Locations with fatal or serious-injury  
crashes require urgent attention and targeted engineering solutions.  
Thesis 3  
Crash data must be interpreted alongside field observations to understand true risk. Answer:  
Combining crash history with on-site conditions reveals contributing factors and supports more  
effective safety planning.  
MODULE 11 — Engineering Countermeasures for  
Pedestrian Safety  
(Full Expanded, Canvas-Ready Format)  
0. Three Topics  
1. Proven Engineering Treatments That Reduce Pedestrian Crash Risk  
2. Selecting the Right Countermeasure for Site-Specific Conditions  
3. How Engineering Improvements Support Safer Bus Stop Environments  
1. Key Words + Definitions  
Key Word  
Definition  
Engineering  
Countermeasure  
A physical design treatment intended to reduce crash frequency or  
severity at pedestrian conflict points.  
Curb Extension  
(Bulb-Out)  
A sidewalk extension that shortens crossing distance and improves  
pedestrian visibility.  
Median Refuge Island A protected space in the roadway that allows pedestrians to cross in two  
stages.  
High-Visibility  
Crosswalk  
A marked crossing using bold striping patterns to increase driver  
awareness.  
Traffic Calming  
Engineering strategies that reduce vehicle speeds and improve safety for  
pedestrians.  
2. Quizlet-Style Set (5 Terms + Definitions)  
1. Rectangular Rapid Flashing Beacon (RRFB) — A pedestrian-activated flashing beacon that  
increases driver yielding at unsignalized crossings.  
2. Leading Pedestrian Interval (LPI) — A signal timing strategy giving pedestrians a head start  
before vehicles receive a green light.  
3. Setback Bus Stop — A stop placed away from an intersection to reduce conflicts between  
buses, pedestrians, and turning vehicles.  
4. Pedestrian-Scale Lighting — Lighting designed to illuminate sidewalks and crossings rather  
than vehicle lanes.  
5. Road Diet — A reconfiguration that reduces the number of travel lanes to improve safety and  
calm traffic.  
3. Multiple-Choice Questions (Correct Answers in Bold)  
1. Engineering countermeasures are used to: A. Increase bus speeds B. Reduce pedestrian crash  
frequency or severity C. Replace transit shelters D. Eliminate crosswalks  
2. A curb extension improves safety by: A. Increasing roadway width B. Shortening crossing  
distance and improving visibility C. Reducing sidewalk space D. Increasing vehicle speeds  
3. A median refuge island helps pedestrians by: A. Increasing crossing distance B. Allowing them  
to cross in two stages C. Eliminating the need for sidewalks D. Reducing bus stop spacing  
4. High-visibility crosswalks are effective because they: A. Reduce pedestrian volumes B.  
New Section 1 Page 21  
Increase driver awareness of crossing locations C. Eliminate the need for signals D. Reduce  
sidewalk width  
5. Traffic calming strategies are designed to: A. Increase vehicle throughput B. Reduce speeds  
and improve pedestrian safety C. Eliminate pedestrian crossings D. Increase lane widths  
4. Google Video Learning (Topic → Link)  
(All links are Google Video searches, formatted exactly as required.)  
• Engineering Solutions for Pedestrian Safety https://www.google.com/search?  
• Crosswalk and Intersection Safety Treatments https://www.google.com/search?  
• Traffic Calming and Speed Management https://www.google.com/search?  
• Median Refuge Islands and Pedestrian Crossing Design https://www.google.com/search?  
5. CliffNotes — Key Items & Summary  
Key Items  
• Engineering countermeasures directly address physical conditions that contribute to crashes.  
• Treatments such as curb extensions, medians, and high-visibility crosswalks improve visibility  
and reduce exposure.  
• Traffic calming reduces vehicle speeds, lowering crash severity.  
• Signal timing improvements (LPIs) give pedestrians priority and reduce turning conflicts.  
• Selecting the right treatment depends on roadway geometry, speed, and pedestrian demand.  
Summary  
This module explains how engineering countermeasures improve pedestrian safety at and near bus  
stops. By modifying roadway geometry, enhancing visibility, and reducing speeds, these treatments  
address the physical environment that shapes crash risk. NJTPA’s field audits frequently  
recommended these improvements to create safer, more predictable pedestrian environments.  
6. SparkNotes — Key Items & Summary  
Key Items  
• Engineering fixes reduce risk at the physical level.  
• Visibility, speed reduction, and shorter crossings are key safety goals.  
• Countermeasures must match site-specific conditions.  
• Infrastructure improvements support safer pedestrian behavior.  
Summary  
Engineering countermeasures are essential tools for improving pedestrian safety. They reshape the  
roadway environment to reduce conflicts, calm traffic, and support safe crossings.  
7. Activities Related to the Topics  
1. Countermeasure Matching Exercise: Students match site conditions (e.g., high speeds, long  
crossings) with appropriate engineering treatments.  
2. Crosswalk Redesign Task: Sketch a high-visibility crosswalk and explain its safety benefits.  
3. Traffic Calming Analysis: Review a corridor and propose speed-management strategies.  
4. Before-and-After Scenario: Evaluate how a median refuge island would change pedestrian  
risk at a sample location.  
8. Thesis Statements + Answers  
Thesis 1  
Engineering solutions are essential for reducing pedestrian crash risk at bus stops. Answer: Physical  
treatments such as curb extensions, medians, and lighting directly address the environmental  
factors that contribute to crashes.  
New Section 1 Page 22  
Thesis 2  
Countermeasures must be tailored to site-specific roadway and pedestrian conditions. Answer:  
Effective design depends on understanding speed, geometry, demand, and conflict patterns at each  
location.  
Thesis 3  
Traffic calming is a critical component of pedestrian safety near transit stops. Answer: Lower vehicle  
speeds reduce crash severity and create safer conditions for pedestrians navigating transit corridors.  
MODULE 12 — Policy, Planning, and Institutional  
Coordination  
(Full Expanded, Canvas-Ready Format)  
0. Three Topics  
1. Roles and Responsibilities of Agencies Involved in Pedestrian Safety  
2. Policy Frameworks That Shape Bus Stop and Pedestrian Improvements  
3. Coordination, Funding, and Implementation Pathways for Safety Projects  
1. Key Words + Definitions  
Key Word  
Definition  
Institutional  
Coordination  
Collaboration among agencies (NJTPA, NJDOT, NJ TRANSIT, municipalities) to  
plan and implement safety improvements.  
Policy Framework  
The set of laws, regulations, and guidelines that govern transportation  
planning and pedestrian safety.  
Capital  
Programming  
The process of allocating funding for infrastructure projects, including  
pedestrian and transit improvements.  
Jurisdictional  
Authority  
The legal responsibility an agency or municipality has over roads, sidewalks,  
and transit facilities.  
Implementation  
Partner  
Any agency or organization responsible for carrying out safety improvements.  
2. Quizlet-Style Set (5 Terms + Definitions)  
1. Metropolitan Planning Organization (MPO) — A regional body responsible for long-range  
planning and transportation funding (e.g., NJTPA).  
2. Complete Streets Policy — A policy requiring streets to be designed for all users, including  
pedestrians and transit riders.  
3. Interagency Collaboration — Coordination among multiple agencies to align goals, share data,  
and implement improvements.  
4. Funding Eligibility — Criteria determining whether a project qualifies for federal, state, or  
local funding.  
5. Project Delivery Process — The sequence of steps from planning to design, construction, and  
evaluation.  
3. Multiple-Choice Questions (Correct Answers in Bold)  
1. Institutional coordination is important because it: A. Reduces the number of bus stops B.  
Ensures agencies work together to implement safety improvements C. Eliminates the need  
for crash data D. Focuses only on transit operations  
2. NJTPA is responsible for: A. Operating bus service B. Regional planning and funding allocation  
C. Enforcing traffic laws D. Maintaining sidewalks  
3. A Complete Streets policy requires: A. Streets designed only for vehicles B. Streets designed  
New Section 1 Page 23  
for all users, including pedestrians and transit riders C. Removal of crosswalks D. Increased  
speed limits  
4. Jurisdictional authority determines: A. Who pays bus fares B. Which agency controls roads,  
sidewalks, and transit facilities C. How often buses run D. Where shelters must be placed  
5. Funding eligibility affects safety projects because it: A. Reduces the need for planning B.  
Determines which improvements can receive financial support C. Eliminates the need for  
engineering studies D. Guarantees immediate construction  
4. Google Video Learning (Topic → Link)  
(All links are Google Video searches, formatted exactly as required.)  
• Transportation Policy and Pedestrian Safety https://www.google.com/search?  
• How MPOs Support Regional Planning https://www.google.com/search?  
• Complete Streets and Safe Street Design https://www.google.com/search?  
• Interagency Coordination in Transportation Projects https://www.google.com/search?  
5. CliffNotes — Key Items & Summary  
Key Items  
• Pedestrian safety improvements require coordination among multiple agencies.  
• NJTPA leads regional planning and funding decisions.  
• NJDOT, NJ TRANSIT, and municipalities each have distinct responsibilities.  
• Policies such as Complete Streets guide design decisions.  
• Funding eligibility and capital programming determine which projects move forward.  
Summary  
This module explains how policy and institutional coordination shape pedestrian safety outcomes.  
NJTPA’s field audits highlight the need for collaboration among state, regional, and local agencies.  
Policies like Complete Streets and ADA requirements guide design, while funding programs  
determine what can be built. Effective coordination ensures that safety improvements are  
implemented efficiently and equitably.  
6. SparkNotes — Key Items & Summary  
Key Items  
• Safety improvements require teamwork across agencies.  
• Policies set the rules; funding makes projects possible.  
• MPOs guide regional planning and investment.  
• Coordination accelerates implementation.  
Summary  
Policy and institutional coordination are essential for delivering pedestrian safety improvements.  
When agencies align goals and share responsibilities, safer streets and bus stops become achievable.  
7. Activities Related to the Topics  
1. Agency Role Mapping: Students map which agencies control roads, sidewalks, and transit  
facilities in a sample corridor.  
2. Policy Review Exercise: Analyze a Complete Streets policy and identify its implications for bus  
stop safety.  
3. Funding Pathway Simulation: Students determine which improvements qualify for federal or  
state funding.  
4. Coordination Scenario: Given a proposed safety project, identify all required implementation  
partners.  
New Section 1 Page 24  
8. Thesis Statements + Answers  
Thesis 1  
Pedestrian safety improvements require strong coordination among multiple agencies. Answer:  
Each agency controls different elements of the transportation system, making collaboration  
essential for effective implementation.  
Thesis 2  
Policy frameworks guide the design and prioritization of safety projects. Answer: Policies such as  
Complete Streets and ADA standards ensure that improvements support safe, accessible  
environments for all users.  
Thesis 3  
Funding and capital programming determine which safety projects move from planning to  
construction. Answer: Projects must meet eligibility criteria and align with regional priorities to  
receive financial support.  
MODULE 13 — Design Standards and Engineering  
Solutions  
(Full Expanded, Canvas-Ready Format)  
0. Three Topics  
1. Engineering Principles That Improve Pedestrian Safety at Bus Stops  
2. Design Standards for Safe and Accessible Transit Environments  
3. Infrastructure Treatments That Reduce Crash Risk and Support Safe Crossings  
1. Key Words + Definitions  
Key Word  
Definition  
Design Standard  
A formal specification that guides how infrastructure must be built to ensure  
safety, accessibility, and consistency.  
Curb Extension  
Refuge Island  
A sidewalk extension that shortens crossing distance and improves pedestrian  
visibility.  
A protected median space that allows pedestrians to cross in two stages.  
Pedestrian-Scale  
Lighting  
Lighting designed to illuminate sidewalks and crossings rather than vehicle  
lanes.  
Traffic Calming  
Engineering strategies that reduce vehicle speeds and improve pedestrian  
safety.  
2. Quizlet-Style Set (5 Terms + Definitions)  
1. High-Visibility Crosswalk — A marked crossing using bold striping to increase driver  
awareness.  
2. ADA-Compliant Ramp — A curb ramp built to federal accessibility standards for slope, width,  
and tactile warnings.  
3. Median Safety Treatment — A raised or painted center area that provides pedestrian refuge.  
4. Setback Bus Stop — A stop placed away from an intersection to reduce conflicts between  
buses, pedestrians, and turning vehicles.  
5. Speed Management Treatment — A roadway design element (e.g., narrowing, humps) that  
reduces vehicle speeds.  
3. Multiple-Choice Questions (Correct Answers in Bold)  
1. Engineering countermeasures are used to: A. Increase bus speeds B. Reduce pedestrian crash  
New Section 1 Page 25  
frequency or severity C. Replace transit shelters D. Eliminate crosswalks  
2. A curb extension improves safety by: A. Increasing roadway width B. Shortening crossing  
distance and improving visibility C. Reducing sidewalk space D. Increasing vehicle speeds  
3. Pedestrian-scale lighting is important because it: A. Improves bus operator visibility only B.  
Enhances pedestrian visibility at night C. Reduces the need for crosswalks D. Eliminates the  
need for signals  
4. A refuge island helps pedestrians by: A. Increasing crossing distance B. Allowing them to cross  
in two stages C. Eliminating the need for sidewalks D. Reducing bus stop spacing  
5. Design standards ensure that: A. Each city creates its own rules B. Infrastructure meets  
consistent safety and accessibility requirements C. Transit agencies avoid collaboration D.  
Pedestrians always have priority over vehicles  
4. Google Video Learning (Topic → Link)  
(All links are Google Video searches, formatted exactly as required.)  
• Engineering Solutions for Pedestrian Safety https://www.google.com/search?  
• Design Standards for Safe Streets https://www.google.com/search?  
• Traffic Calming and Speed Management https://www.google.com/search?  
• Crosswalk and Intersection Safety Treatments https://www.google.com/search?  
5. CliffNotes — Key Items & Summary  
Key Items  
• Engineering solutions directly address physical conditions that contribute to crashes.  
• Design standards ensure consistency, accessibility, and safety across jurisdictions.  
• Treatments such as curb extensions, medians, and lighting improve visibility and reduce  
exposure.  
• Traffic calming reduces vehicle speeds, lowering crash severity.  
• Infrastructure improvements must align with pedestrian desire lines and transit operations.  
Summary  
This module explores the engineering and design strategies that improve pedestrian safety at bus  
stops. From crosswalk enhancements to traffic calming, these treatments address the physical  
environment that shapes crash risk. Design standards ensure that improvements are consistent,  
accessible, and effective across different locations.  
6. SparkNotes — Key Items & Summary  
Key Items  
• Engineering fixes reduce risk at the physical level.  
• Design standards guide safe and accessible infrastructure.  
• Visibility, speed reduction, and shorter crossings are key safety goals.  
• Infrastructure must support predictable pedestrian movement.  
Summary  
Design and engineering solutions are essential for creating safe bus stop environments. By applying  
proven treatments and adhering to design standards, agencies can reduce crash risk and improve  
accessibility. The core insight: safer design leads to safer behavior and better outcomes.  
7. Activities Related to the Topics  
1. Design Audit Exercise: Evaluate a bus stop and identify which engineering treatments could  
improve safety.  
2. Crosswalk Redesign Task: Sketch a high-visibility crosswalk and explain its safety benefits.  
3. Traffic Calming Analysis: Review a corridor and propose speed-management strategies.  
New Section 1 Page 26  
4. ADA Compliance Review: Assess a curb ramp for compliance with accessibility standards.  
8. Thesis Statements + Answers  
Thesis 1  
Engineering solutions are essential for reducing pedestrian crash risk at bus stops. Answer: Physical  
treatments such as curb extensions, medians, and lighting directly address the environmental  
factors that contribute to crashes.  
Thesis 2  
Design standards ensure consistent and accessible pedestrian infrastructure. Answer: Standardized  
specifications help agencies build environments that support safe and predictable pedestrian  
movement.  
Thesis 3  
Traffic calming is a critical component of pedestrian safety near transit stops. Answer: Lower vehicle  
speeds reduce crash severity and create safer conditions for pedestrians navigating transit corridors.  
MODULE 14 — Community Engagement and Public  
Participation  
(Full Expanded, Canvas-Ready Format)  
0. Three Topics  
1. The Role of Community Input in Identifying Safety Needs  
2. Engagement Methods for Understanding Rider and Resident Perspectives  
3. Integrating Public Feedback Into Transit and Pedestrian Safety Planning  
1. Key Words + Definitions  
Key Word  
Definition  
Community  
Engagement  
A process where agencies involve residents, riders, and stakeholders in  
identifying safety issues and shaping solutions.  
Participatory  
Planning  
A collaborative approach that incorporates public input into transportation  
decision-making.  
Stakeholder  
Outreach  
Communication and engagement efforts targeting groups affected by transit  
and pedestrian safety decisions.  
Public Feedback  
Loop  
A structured process for collecting, responding to, and integrating community  
input.  
Lived Experience  
Firsthand knowledge from people who regularly use or navigate the  
environment being studied.  
2. Quizlet-Style Set (5 Terms + Definitions)  
1. Focus Group — A small, guided discussion used to gather detailed community perspectives.  
2. Intercept Survey — A brief survey conducted with riders or pedestrians at bus stops or along  
corridors.  
3. Participatory Mapping — A method where community members identify hazards and  
opportunities on maps.  
4. Community Advisory Board (CAB) — A group of residents and stakeholders who provide  
ongoing input on safety projects.  
5. Engagement Equity — Ensuring that outreach efforts include voices from historically  
underrepresented or vulnerable groups.  
3. Multiple-Choice Questions (Correct Answers in Bold)  
New Section 1 Page 27  
1. Community engagement is important because it: A. Replaces the need for engineering studies  
B. Provides firsthand insight into safety issues experienced by riders and residents C.  
Eliminates the need for crash data D. Focuses only on transit operations  
2. Participatory planning ensures that: A. Only experts make decisions B. Public input shapes  
transportation solutions C. Transit agencies avoid collaboration D. Safety improvements are  
delayed  
3. Intercept surveys are useful because they: A. Only collect demographic data B. Capture  
real-time feedback from people using the space C. Replace environmental audits D. Focus  
only on bus operators  
4. Engagement equity ensures that: A. Only high-income communities are consulted B.  
Underrepresented groups have a voice in safety decisions C. Engagement is limited to online  
surveys D. Only transit riders participate  
5. A public feedback loop helps agencies: A. Avoid responding to community concerns B. Show  
how input was used and build trust C. Reduce the number of bus stops D. Eliminate the need  
for public meetings  
4. Google Video Learning (Topic → Link)  
(All links are Google Video searches, formatted exactly as required.)  
• Community Engagement in Transportation Planning https://www.google.com/search?  
• Participatory Approaches to Urban Safety https://www.google.com/search?  
• How to Conduct Effective Public Outreach https://www.google.com/search?  
• Engagement Equity and Inclusive Planning https://www.google.com/search?  
5. CliffNotes — Key Items & Summary  
Key Items  
• Community members provide firsthand knowledge of safety challenges.  
• Engagement methods include surveys, focus groups, workshops, and participatory mapping.  
• Public input helps identify hazards not visible in crash data or field audits.  
• Engagement equity ensures vulnerable populations are included.  
• Feedback loops build trust and strengthen project outcomes.  
Summary  
This module highlights the importance of community engagement in pedestrian safety planning.  
Riders and residents offer valuable insights into daily challenges at bus stops. By using participatory  
methods and ensuring equitable outreach, agencies can design improvements that reflect real  
needs and build public trust.  
6. SparkNotes — Key Items & Summary  
Key Items  
• Community voices reveal hidden safety issues.  
• Engagement must be inclusive and equitable.  
• Public input strengthens project legitimacy.  
• Feedback loops improve transparency and trust.  
Summary  
Community engagement is essential for understanding and addressing pedestrian safety concerns.  
By involving residents and riders in the planning process, agencies create more effective, equitable,  
and widely supported safety improvements.  
7. Activities Related to the Topics  
1. Intercept Survey Design: Create a short survey to collect rider feedback at a bus stop.  
New Section 1 Page 28  
2. Participatory Mapping Exercise: Have students mark hazards on a map of a local corridor.  
3. Focus Group Simulation: Conduct a mock focus group discussing bus stop safety issues.  
4. Engagement Equity Review: Evaluate an outreach plan for inclusivity and representation.  
8. Thesis Statements + Answers  
Thesis 1  
Community engagement is essential for identifying real-world safety challenges at bus stops.  
Answer: Riders and residents provide firsthand insights that complement crash data and field  
assessments.  
Thesis 2  
Equitable engagement ensures that vulnerable populations influence safety decisions. Answer:  
Inclusive outreach captures diverse perspectives and leads to more just and effective improvements.  
Thesis 3  
Public participation strengthens the planning and implementation of pedestrian safety projects.  
Answer: When communities are involved, solutions are more responsive, trusted, and sustainable.  
MODULE 15 — Evaluation, Monitoring, and  
Continuous Improvement  
(Full Expanded, Canvas-Ready Format)  
0. Three Topics  
1. Methods for Evaluating Pedestrian Safety Interventions  
2. Monitoring Safety Performance Over Time  
3. Building Continuous Improvement Systems for Transit and Pedestrian Safety  
1. Key Words + Definitions  
Key Word  
Definition  
Program Evaluation  
A systematic assessment of whether a safety intervention achieved its  
intended outcomes.  
Performance Metrics  
Quantitative indicators used to measure safety, accessibility, or  
operational improvements.  
Before-and-After Study  
A method comparing conditions prior to and following an intervention  
to assess impact.  
Continuous Improvement An iterative process of planning, implementing, evaluating, and refining  
Cycle  
safety strategies.  
Monitoring Framework  
A structured system for tracking safety performance over time.  
2. Quizlet-Style Set (5 Terms + Definitions)  
1. Outcome Measure — A metric that reflects the real-world effect of a safety intervention (e.g.,  
crash reduction).  
2. Process Evaluation — An assessment of how well an intervention was implemented.  
3. Impact Assessment — A study that determines whether a safety change produced  
measurable benefits.  
4. Key Performance Indicator (KPI) — A specific metric used to track progress toward safety  
goals.  
5. Iterative Refinement — Adjusting strategies based on evaluation findings to improve future  
outcomes.  
3. Multiple-Choice Questions (Correct Answers in Bold)  
New Section 1 Page 29  
1. Evaluation is important because it: A. Replaces the need for planning B. Determines whether  
safety interventions achieved their goals C. Eliminates the need for monitoring D. Focuses  
only on transit operations  
2. A before-and-after study compares: A. Two unrelated bus routes B. Conditions before and  
after a safety intervention C. Transit ridership across cities D. Weather patterns  
3. Performance metrics are used to: A. Replace engineering analysis B. Measure progress  
toward safety goals C. Eliminate the need for fieldwork D. Reduce the number of bus stops  
4. Continuous improvement requires: A. One-time evaluation B. Ongoing monitoring and  
refinement C. Eliminating public input D. Reducing data collection  
5. A monitoring framework helps agencies: A. Avoid making changes B. Track safety  
performance over time C. Reduce transit service D. Eliminate crosswalks  
4. Google Video Learning (Topic → Link)  
(All links are Google Video searches, formatted exactly as required.)  
• How to Evaluate Safety Interventions https://www.google.com/search?  
• Before-and-After Studies Explained https://www.google.com/search?  
• Monitoring Safety Performance Over Time https://www.google.com/search?  
• Continuous Improvement in Transportation Planning https://www.google.com/search?  
5. CliffNotes — Key Items & Summary  
Key Items  
• Evaluation determines whether safety interventions are effective.  
• Before-and-after studies reveal measurable changes in crash risk or behavior.  
• Performance metrics track progress toward safety goals.  
• Monitoring frameworks ensure ongoing accountability.  
• Continuous improvement cycles refine strategies over time.  
Summary  
This module explains how agencies evaluate and monitor pedestrian safety interventions at bus  
stops. By using performance metrics, before-and-after studies, and structured monitoring  
frameworks, practitioners can determine what works and what needs adjustment. Continuous  
improvement ensures that safety strategies evolve as conditions change.  
6. SparkNotes — Key Items & Summary  
Key Items  
• Evaluation validates the effectiveness of safety improvements.  
• Monitoring tracks long-term performance.  
• KPIs guide decision-making.  
• Continuous improvement strengthens safety outcomes.  
Summary  
Evaluation and monitoring are essential for sustaining pedestrian safety gains. By measuring  
outcomes and refining strategies, agencies create safer, more responsive transit environments. The  
core insight: safety is an ongoing process, not a one-time fix.  
7. Activities Related to the Topics  
1. Before-and-After Analysis: Compare sample data from a corridor before and after a safety  
treatment.  
2. KPI Development Exercise: Create three performance metrics for evaluating a bus stop  
improvement.  
3. Monitoring Plan Design: Draft a simple monitoring framework for a transit corridor.  
New Section 1 Page 30  
4. Continuous Improvement Scenario: Given evaluation results, propose refinements to a safety  
intervention.  
8. Thesis Statements + Answers  
Thesis 1  
Evaluation is essential for determining whether pedestrian safety interventions are effective.  
Answer: By measuring outcomes such as crash reduction or improved behavior, agencies can assess  
the true impact of their strategies.  
Thesis 2  
Monitoring frameworks support long-term safety performance. Answer: Tracking key metrics over  
time ensures that safety gains are maintained and emerging issues are identified early.  
Thesis 3  
Continuous improvement strengthens the effectiveness of pedestrian safety programs. Answer:  
Iterative refinement based on evaluation findings leads to more responsive, data-driven safety  
strategies.  
New Section 1 Page 31  

 

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