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NYSERDA/ NYSDOT Final Presentation
Understanding Commuter Patterns & Behavior; An Analysis to Recommend Policies Aimed at Reducing Vehicle Use
Agreements 11108, C012668, C-08-30, & PIN R.021.27.881
September 16th 2010
Availability of Alternative Transportation
• Main finding on accessibility and availability of alternative transportation.– Unless on a CDTA line, it is difficult for a UAlbany
commuter to take bus transportation.– While there are bus lines that do make stops at UAlbany,
their schedule is incompatible with the majority of the worker’s and student’s schedule.
– Most buses make one stop on campus between 7 and 7:30 am and pick up around 4 pm.
– There is an abundance of information and resources available as to bus routes and park and rides via the CDTC. However, it is difficult to get commuters to take advantage of their services.
– There are concerns with safety in biking and walking to campus.
Availability of Alternative Transportation
• Current conditions: Parking fees are very low – ($20 – 100)
• The campus population has access to CDTA lines and the UAlbany shuttle for free.
The following steps have beentaken by the University in thelast year:• Participating in IPool2. • Participating in the vanpool
program • Hired Zipride to coordinate a ride
share program. • Offering Universal Access to CDTA
bus lines • Contracted with Connect by Hertz
to provide a car share program• Graduate planning studio Master
Bike Plan
Availability of Alternative Transportation
• Overview of GIS analysis was performed on parking permit data – Able to identify clusters of commuting population to
encourage and identify carpool and vanpool opportunities.– Able to identify commuting commonalities between UAlbany
and Harriman campus employees.– About half of employee commuters living in Albany,
Rensselaer and Schenectady counties are being served by a CDTA bus line within a 1/4 mile of their home.
– Less than 20% from Saratoga county are being served by a CDTA line
Top postal codes of faculty commutersZip Code Name COUNT
12203 Albany 200 (13%)
12054 Delmar 152
12208 Albany 96
12309 Schenectady 94
12159 Slingerlands 59
12303 Schenectady 55
12065 Clifton Park 51
12084 Guilderland 49
12186 Voorheesville 42
12211 Albany 36
12210 Albany 33
12866 Latham 33
12205 Albany 31
12009 Altamont 27
out of 1,502 permits
Top postal codes of staff commutersZip Code Name COUNT
12203 Albany 276 (11%)
12205 Albany 130
12208 Albany 116
12065 Clifton Park 113
12303 Schenectady 102
12054 Delmar 98
12306 Schenectady 76
12180 Troy 76
12020 Ballston Spa 76
12110 Latham 73
12159 Slingerlands 73
12309 Schenectady 71
12144 Rensselaer 62
12206 Albany 55
out of 2,587 permits
Top postal codes of student commutersZip Code Name COUNT
12203 Albany 507 (5%)
12065 Clifton Park 341
12208 Albany 336
12180 Troy 277
12309 Schenectady 243
12205 Albany 241
12110 Latham 189
12303 Schenectady 176
12302 Schenectady 145
12054 Delmar 141
12210 Albany 134
12306 Schenectady 131
12866 Saratoga Springs 130
12020 Ballston Spa 125
out of 9,839 permits
Harriman: 60 mile buffer from UAlbanyHarriman
Zip Code Name COUNT
12065 Clifton Park 169 (5%)
12205 Albany 160
12203 Albany 159
12180 Troy 130
12306 Schenectady 124
12303 Schenectady 123
12110 Latham 105
12144 Rensselaer 89
12208 Albany 81
12010 Amsterdam 81
12189 Watervliet 76
12309 Schenectady 73
12302 Schenectady 70
Harriman with UA Faculty & Staff
Zip Code Name COUNT
12203 Albany 635 (9%)
12065 Clifton Park 333
12205 Albany 321
12054 Delmar 319
12208 Albany 293
12303 Schenectady 280
12309 Schenectady 238
12180 Troy 233
12110 Latham 211
12306 Schenectady 209
12159 Slingerlands 173
12144 Rensselaer 163
12020 Ballston Spa 154
out of 3,105 permits out of 7,106 permits
How far from the bus stop?
Jurisdiction Walking Distance
[Maryland] Mass Transit Administration 1500 ft. (0.28 mi.)
[Kansas City, Missouri] Mid-America Regional Council 1500 ft. (0.28 mi.)
[New Jersey] New Jersey Transit 0.25 – 0.5 mi.
[Ontario, Canada] Ontario Ministry of Transportation 0.25 mi.
[NY, CT, NJ, Tri-metro] Regional Plan Association 1000 ft. (0.19 mi.)
[Snohomish City, Washington] Snohomish County Transportation Authority
1000 ft (0.19 mi.)
• Determine how many people are serviced by public transportation by analyzing bus stop coverage.
• Buffer distance of 0.25 mi. was used for our initial investigation.
Source: http://www.fairfaxcounty.gov/planning/tod_docs/walking_distance_abstracts.pdf
Access to Bus Routes
County
2008 Faculty – Access to Bus Routes
Permits in CountyPermits within 0.25 mile bus stop buffer
Percentage Served
Albany 842 470 56%
Rensselaer 84 30 36%
Saratoga 130 25 19%
Schenectady 126 56 44%
Total: 1,182 581 49%
County
2008 Staff – Access to Bus Routes
Permits in CountyPermits within 0.25 mile bus stop buffer
Percentage Served
Albany 1,127 627 53%
Rensselaer 272 131 48%
Saratoga 298 23 8%
Schenectady 270 133 49%
Total: 2,012 914 45%
Access to Bus Routes
County
2008 Students – Access to Bus Routes
Permits in CountyPermits within 0.25 mile bus stop buffer
Percentage Served
Albany 2,407 1,530 64%
Rensselaer 665 343 52%
Saratoga 889 102 11%
Schenectady 667 321 48%
Total: 1,182 581 50%
Summary of GIS analysis• Albany County has the largest commuter base with 56.52% of the
permits distributed listing an Albany County address.
• The highest density of students is within two Albany communities (12203, 12208) and Clifton Park (12065).
• Albany zip codes of 12203, 12205 and 12208 have the highest density of staff commuters.
• Albany (12203) and Delmar (12504) have the highest density offaculty.
• Clifton Park (12065) and two Albany communities (12205, 12203) have the highest concentration of Harriman commuters.
• Approximately 45 to 50% of UAlbany commuters live within a quarter mile of a CDTA bus stop
On-Time Performance Analysis
Using GPS to Evaluate the Effectiveness and Reliability of Mass Transit Serving
the University at Albany
BackgroundThe current body of literature on Transportation Demand Management (TDM) and evaluating on-time performance of transit systems was reviewed.
• Use of GPS allows for time and spatial analysis
• Schedule adherence of departures used as performance metric
• Use multiple timing points as posted in transit schedule to conduct ride check
• For each time point along route determine if bus is early, on-time, or late
• On-time performance is the difference between scheduled and actual departure time of bus from time point
• On-time percentage=OT departures/Total departures*100
MethodologyDefinition of Departures:• Early- Actual departure occurred
before scheduled time• On-time- Actual departure occurred 0-
5 minutes after scheduled time• Late- Actual departure occurred more
than 5 minutes after scheduled time
Defining Level of Service(LOS):• The LOS definitions are derived from a
manual produced by the Florida Department of Transportation that details how to conduct a comprehensive operational analysis of transit
• Based on the on-time percentage it is possible to grade the LOS provided by the transit agency
On-Time Percentage
Level of Service (LOS)
95.0 – 100.0% A
90.0 – 94.9% B
85.0 – 89.9% C
80.0 – 84.9% D
75.0 – 79.9% E
<75.0% F
On-time Performance LOS
Unit of Analysis• The transit routes under
investigation in this study include CDTA routes 11 and 12 and the UAlbany Shuttleroutes that serve Western Ave and Madison Ave
• The map shown on the right illustrates CDTA route 12
• The blue line indicates the path the bus traveled and the red dots are timing points
Map of CDTA Route 12
Deployment• The deployment of the study occurred for three weeks during the
fall semester
• A total of nineteen student workers were trained to ride the bus routes being studied and collect GPS data
• The GPS data has been post-processed and converted to a file format compatible with Microsoft Excel for analysis
• An analysis template has been developed in excel that converts the GPS time to seconds past midnight, reports the on-time percentage of departures and grades the level of service provided by the transit agency
On time percentage and reliability
• Mean provides on time percentage of bus route
• Standard deviation indicates reliability of route
• Low s.d. indicates a consistent level of service
Statistical Analysis of Routes
On time percentages
Mean Stand. Dev.
• CDTA Route 11 71.4% 8.90
• CDTA Route 12 65.8% 17.20
• UAlbany- Madison 64.8% 9.90
• UAlbany- Western 60.2% 7.90
On time performance• Routes: CDTA 11 and 12
• Both routes experienced a large percentage of early departures (leaving prior to scheduled departure)
• UAlbany shuttle: Western and Madison routes
• Both routes experienced a large percentage of early departures (leaving prior to schedule departure)
On time performance
GPS analysis summary
• Both transit operators were found to have approximately 65 percent of departures on-time
• The percentage of late departures was found to be minimal and not problematic
• Approximately 33 percent of departures for both transit operators were found to be early
• Both transit agencies need to address the high percentage of early departures in order to provide a higher level of service
• The use of an Automatic Vehicle Location (AVL) system is the recommended method of conducting future on-time performance studies
Survey Overview• Survey of entire campus administered by
Institutional Research during fall semester.
• Approximately 815 employees and 1265 students participated in the survey.
• Sample provided a good representation of the campus composition with a slight overrepresentation of females.
Survey Overview
Employee sample:
• 30% teaching faculty, 70% staff
• 57% female, 43% male
• Majority have worked at University for over 5 years (72%)
• Most work on uptown campus (91%)
Student sample:• 66% undergraduate, 34% graduate
• 14% Freshman, 14.5% sophomores, 19% junior, 17% senior, 19% masters, 13% doctorate
• 87% full time, 13% part time
• 5% from Alumni, 6% Colonial, 6% Dutch, 6% Empire Commons, 3% Freedom, 9% Indian, 6% State
• 62% female, 38% male
• 90% spend most of their time on the uptown campus
Survey Results: Employee Commuting Modes
• 40% commute between 3 and 15 miles
• 16% commute over 30 miles
• Average time of commute is 21 – 30 minutes
• 89% use car when travelling from campus to campus
3%1%2%4%
3%
3%
73%
Drive alone
Carpool (driver)
Carpool (rider)
Take CTDA
Take UAlbanyShuttleBike
Walk
Survey Results: Student Commuting Modes
• 75% live within 10 miles of campus• Average commute time is 11 to 15 minutes• When travelling from one campus to another:
49% take a CDTA bus, 46% Drive, 43% take the UAlbany shuttle, 14% walk, 2% bike
Survey Results: Top problems in commuting
Big problem Severe Total
Availability of bike lanes 26 22 48
Safety while biking 21 15 36
Availability of parking 20 14 34
Big problem Severe Total
Availability of parking 21 30 51
Availability of bike lanes 14 13 27
Safety while biking 15 9 24
Availability of bus service 11 11 22
Employees
Students
Survey Results: Top reasons preventing people from using alternative transportation
Driving is the most convenient option 82
Live too far to walk 77
Have to travel to other places on way to and from work 65
Live too far to bike 55
Do not feel safe biking 50
Live too far to walk 68
Driving is the most convenient option 60
Have to travel to other places on way to and from work 50
Bus does not come frequently or at right time 48
Live too far to bike 46
I do not know a person with whom I can carpool 44
Em
plo
ye
es
Stu
de
nts
Survey Results: Factors that would entice people to take the bus
Length of commute by bus similar to car commute 25
Bus stop within 5 minutes of home 18
Bus ran on more frequent schedule 18
Emergency transportation service available 16
Parking costs more or less available 7
Bus ran on more frequent schedule 32
Length of commute by bus similar to car commute 28
Bus stop within 5 minutes of home 27
Emergency transportation service available 19
Parking costs more or less available 15
Em
plo
ye
es
Stu
de
nts
Likelihood of employees using servicesDefinitely would Very likely would Total
Ability to work from home 39 26 65
Compressed work week 29 22 51
Free taxi rides home in an emergency 21 21 42
Rewards to taking transit 15 19 34
Free access to all CDTA bus routes 14 16 30
Preferred parking for hybrid/fuel efficient cars 9 13 22
Preferred parking for carpoolers 8 14 22
Carpooling program 6 16 22
Pre-tax bus pass purchases 8 13 21
Ride sharing 6 15 21
Assistance in finding carpool partners 6 14 20
Vanpooling 4 11 15
Bicycle amenities 5 8 13
Car sharing 4 9 13
Bike sharing 2 4 6
Likelihood of students using services
Definitely would Very likely would Total
Free access to all CDTA bus routes 39 18 57
Rewards to taking transit 22 24 46
Preferred parking for carpoolers 13 21 34
Carpooling program 8 16 24
Ride sharing program 8 15 23
Assistance in finding carpool partners 9 13 22
Preferred parking for hybrid/fuel efficient cars 9 12 21
Vanpooling program 7 13 20
Bicycle amenities 7 11 18
Car sharing program 6 11 17
Bike sharing program 6 7 13
Survey Results: Most desired bus services
Faster service (express buses, fewer stops)
63
More direct service (no transfers)
62
Shorter waiting time between buses
51
More convenient location of stops
47
Free access to all CDTA routes 42
Better and larger waiting shelters
29
Better security 22
More comfortable buses 13
More appealing look 3
Employees
Free access to all CDTA routes 63
Shorter waiting time between buses
63
Faster service (express bus and less stops)
62
More direct service (no transfers)
43
Better and larger waiting shelters
39
More convenient location of stops
37
Better security 32
More comfortable buses 22
More appealing look 6
Students
Survey Results: Top areas of connection
Downtown Albany 42
Rensselaer Train station 38
Albany Airport 36
Employees
Downtown Albany 67
Crossgates 55
Albany Airport 43
Rensselaer train station 43
Students
Survey Results: Do you know where toget information on:
Faculty Students
Yes No Yes No
Parking on campus 92 8 68 38
Taking transit to campus 54 46 62 32
Walking and biking to campus 26 74 24 76
Finding a carpool partner 21 79 11 89
Focus groups• Focus groups gathered to provide more in depth response
to commuting patterns.
• Total of six stakeholder focus groups were formed.
– 4 student groups, 1 faculty, 1 staff
– Student groups broken down into on campus, off campus (male and female) and graduate student
• Conducted during a two week span between March 15th and
24th 2010.
Focus group topics• What kinds of “rewards” would most likely entice employees
and faculty into using alternative transportation?
• How exactly can biking be made safer, what kinds of amenities are most desired?
• Are there other reasons besides “lack of potential carpool partners” that keep students and employees from using carpools?
• What locations do respondents need to “make trips to and from campus”, for which their car is more “convenient”?
• Are there any other alternative transportation problems or solutions that respondents wish to have expressed but were not able to due to the closed answer-system of quantitative surveys?
Main points from the employee focus groups Faculty/staff are generally positive about current parking options
at Uptown campus.
Peak hour parking is a concern at Uptown
Parking at Downtown campus is a concern after 9am Solutions to parking concerns by faculty/staff
included a parking garage, parking shuttle, and student parking restrictions.
Valet parking, additional costs for parking, preferred parking for certain vehicles all disliked by faculty/staff.
Bus service is unavailable in certain locations, inconvenient, often full, and has security concerns.
Northway Express option is considered to be "expensive".
Main points from the employee focus groups
Improvement to bus service should include:
Higher frequency, free routes (advertise).
Internet on buses and hybrid buses didn't test well in terms of lowering SOV use
Carpooling efforts must include more incentives if it is to outweigh the negatives (loss of "alone time", inconvenient, less dependable)
Biking is not as important of a concern to faculty/staff as indicated on survey.
General improvements offered included: telecommuting, improved access to daycare on campus, rewards for transportation behavior, rail.
Main points taken from the student focus groups
Improvement offered: Updates available by phone, better signage, better service to certain locations (mall, train station, airport, etc), improve safety at bus stops.
Internet on bus and hybrid buses mixed reception by students.
Students have parking concerns at Uptown Campus. Suggestions to improvement parking include: parking garage, better
signage, preferential parking. Cost and convenience major disincentives to using alternative
transportation. Bus service generally liked.
Problems listed: too many stops, frequency, consistency, schedule confusion, bus service doesn't exist where students live, buses are too full.
Main points taken from the student focus groups The idea of carpooling is liked by students although flexibility, safety,
logistical concerns were expressed.
Ideas to improve carpooling include: website, rewards, and standards.
Preferred parking, car sharing, and subsidized hybrids didn't test well.
Biking improvements offered: additional storage, racks on all CDTA and Ushuttles, better roads for biking including bike lanes, bike maps, and education campaigns.
Reasons why students don't bike: weather, lack of amenities (storage, showers), location of campus in relation to home.
Additional suggestions: offer more on-campus entertainment, shopping options, graduate housing, improve safety around neighborhoods for walking and biking.
Added insight garnered from Focus Groups• Prevalence of driving for students due to convenience, home
travel, mall access
• Low use of alternative transportation and carpooling among faculty and staff due to daycare access, preference for personal/alone time in car
• Specific areas of concern for safe bicycle access: Washington, Western, Central Avenues, and State Office Campus
• Supported rewards for using alternative transportation included gift and food certificates, podium money, and reduced student fees
• Reasons behind non-use of transit: distrust of
bus reliability during high stress periods (such as tests)
New suggestions from Focus Groups
• Parking garages
• Parking lot shuttles
• Expanded on-campus daycare
• Graduate housing on campus
• Real-time bus tracking
• Dormitory-led bus-education programs
• Expanded on-campus entertainment and dining options to reduce student off campus travel
Recommendations
• GIS Suggestions• Review permit data collection system to ensure it can:
• Provide a baseline of the current population with accurate data
• Allow for continuity of data formatting from year to year
– Allow updating of data to allow for changes in commuter classification (i.e. faculty to staff, student to staff)
– Flag households where multiple vehicles are registered
to one commuter
– Format should allow:
• Breakdown by type of commuter
• Breakdown data by type of vehicle to allow for a fleet mix study
• Student address database must include the primary local address based on residence, not work address
Recommendations
• GPS Analysis Suggestions• The fiscal and time efficiency of on-time performance studies could be
greatly improved if transit agencies made use of an automated vehicle location (AVL) system.
• Survey and Focus Group Analysis Suggestions• Suggested changes in wording of survey
• Begin the recruitment of focus group participants at least 1 month in advance of the meeting
• Broaden scope to include any member on the campus community rather than just survey respondents
Recommendations• Improve UAlbany coordination of marketing programs
– Pair information on alternative transportation with information about parking, send information in the annual email notice to renew parking permits.
– Set up point person at Harriman campus to coordinate efforts
– Market IPool2 more aggressively to off-campus student commuters
– Promote new universal access to CDTA routes by UAlbany community
• Obtain usage data from CDTA to analyze usage to improve coordination of marketing.
Suggestions for future research• Research the participants that are
already using IPool2 to analyze their usage and location.
• Identify potential rewards, both monetary and nonmonetary, that can be administered to provide incentives to use alternative transportation.
• Continue to re-administer the survey on a regular basis to assess changes in commuting patterns.
• Look into partnership opportunities beyond Harriman Campus (i.e. Patroon Creek, NanoTech Complex).
• Explore options to increase the price of parking to act as a deterrent for SOV use.
• Consider adding a fuel efficient/hybrid vehicle category as a separate color coded parking permit.
• Explore whether it is feasible to register employees and students up for carpooling and ridesharing programs when applying for parking permits.
• Research alternative work arrangements.
– Telecommuting
– Compressed work-week
Questions?