Materials developed by K. Watkins, J. LaMondia and C. Brakewood Data Collection With Surveys Unit 2:...
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Transcript of Materials developed by K. Watkins, J. LaMondia and C. Brakewood Data Collection With Surveys Unit 2:...
Materials developed by K. Watkins, J. LaMondia and C. Brakewood
Data Collection With Surveys
Unit 2: Describing Transit Systems with Data
Materials developed by K. Watkins, J. LaMondia and C. Brakewood
Outline
• Types of surveys
• Methods of sampling
• Survey content
• Survey instruments
• Data collection plan
Materials developed by K. Watkins, J. LaMondia and C. Brakewood
TYPES OF SURVEYS
Last time we discussed the type of information we collect. Now, let’s discuss how we go about collected detailed survey data.
Materials developed by K. Watkins, J. LaMondia and C. Brakewood
Types of Surveys
• Longitudinal survey– Over time
• Cross-sectional survey – Single point in time
Materials developed by K. Watkins, J. LaMondia and C. Brakewood
Survey Modes
1. On-board/Intercept 2. Telephone 3. Mail 4. Web-based 5. Smartphones (emerging)
Materials developed by K. Watkins, J. LaMondia and C. Brakewood
On-Board & Intercept Surveys
Overview
• Conducted on-board vehicles, in stations or at stops
• Target (study) population is current riders
• Very common: 96% of transit agencies conducted on-board surveys between 2002-2004*
Pros & Cons+ Easy to administer+ Inexpensive+ Relatively high response
rates (33%-67%*)
- Constraint of trip time on length of survey instrument (mail-back option)
- Non-riders excluded
Materials developed by K. Watkins, J. LaMondia and C. Brakewood
On-Board Survey Example
Materials developed by K. Watkins, J. LaMondia and C. Brakewood
Telephone Survey
Overview
• Sampling frame is the household
• Often use Random Digit Dialing (RDD)
• Most common in cities with high use of transit– 71% of transit agencies
conducted telephone surveys between 2002-2004*
Pros & Cons+ Riders and non-riders+ Medium to long survey
instruments+ Good response rates
- Interviewer training (Computer Aided Telephone Interviewing, or CATI, can help)
- Respondent needs a (local) telephone
Materials developed by K. Watkins, J. LaMondia and C. Brakewood
Mail Survey
Overview
• Sampling frame is the household
• Somewhat common– 38% of transit agencies
conducted mail surveys*
Pros & Cons+ Riders and non-riders+ Longer survey instruments+ Easy to administer+ Eliminates interviewer bias
- Response rates can be very low; typically below 20%*
- Usually not used for origin-destination surveys
Materials developed by K. Watkins, J. LaMondia and C. Brakewood
Web Survey
Overview
• Sampling frame is riders (usually)
• Increasingly common– 44% of transit agencies
conducted mail surveys between 2002-2004*
Pros & Cons+ Very inexpensive + Very easy to administer+ Longer survey instruments+ Eliminates interviewer bias+ Data already coded
- Respondent needs to have internet
- Difficult to achieve random sample
Materials developed by K. Watkins, J. LaMondia and C. Brakewood
Smartphone Survey
Overview
• Native smartphone applications can be used for travel surveys
• Geocoded travel information supplemented with survey questions
• Still in research & development– Some state DOTs; limited (if
any) use in transit
Pros & Cons+ Geocoded travel information+ Longer survey instruments+ Relatively easy to administer+ Data already coded
- Respondent needs to have a smartphone
- Difficult to achieve random sample
- Privacy concerns
Materials developed by K. Watkins, J. LaMondia and C. Brakewood
METHODS OF SAMPLING
Materials developed by K. Watkins, J. LaMondia and C. Brakewood
Methods of Sampling
• Simple Random Sampling• Systematic Sampling– every nth unit selected
• Stratified Sampling – divide the population into homogenous groups
(e.g. areas of the city) • Cluster Sampling – natural groups, sample within groups
• Probability Proportionate to Size – selection probability proportional to size
Materials developed by K. Watkins, J. LaMondia and C. Brakewood
Sample Size Determination
• Depends on the population size (e.g. number of riders) and the level of precision desired
• Increase sample size increase costs• Example for Simple Random Sampling
Materials developed by K. Watkins, J. LaMondia and C. Brakewood
SURVEY CONTENTWhat is commonly included in transit surveys?
Materials developed by K. Watkins, J. LaMondia and C. Brakewood
Research Goals & Content
• Origin & Destination Surveys– “This trip”: Origin, destination, purpose, access mode, egress
mode, etc.• General Travel Behavior
– Frequency of travel, how long using transit, alternative modes• Demographics
– Gender, age, race, driver’s license, HH income, HH size, employment status
• Satisfaction– Attributes of service: timely service, speed of service,
cleanliness, comfort, safety, crowing, information• Other
– Fare payment, new technologies, communications, etc.
Materials developed by K. Watkins, J. LaMondia and C. Brakewood
Translating Research into Survey Questions
Materials developed by K. Watkins, J. LaMondia and C. Brakewood
SURVEY INSTRUMENTHow to write a good survey
Materials developed by K. Watkins, J. LaMondia and C. Brakewood
Types of Questions
• Closed-Ended– Dichotomous (2 answers, e.g. Yes/No)– Nominal (Categorical)– Ordinal (a.k.a. Likert, Ranking)– Filter/Contingency (Qualified)
• Partially-Closed– Last answer is “Other______”
• Open-Ended
Materials developed by K. Watkins, J. LaMondia and C. Brakewood
Do’s and Don’ts
• Questions should be:– Concise (multiple choice)– Understandable– Useful– Exhaustive
• Questions should NOT be:– Double-barreled– Double negative– Technical jargon– Long-winded– Redundant– Obtrusive or embarrassing
Materials developed by K. Watkins, J. LaMondia and C. Brakewood
IN-CLASS EXERCISENow, its time for you to practice
Materials developed by K. Watkins, J. LaMondia and C. Brakewood
DATA COLLECTION PLANPutting it all together in order to create a…
Materials developed by K. Watkins, J. LaMondia and C. Brakewood
Creating a Data Collection Plan
1. Determine research goals 2. Select survey mode & sampling methodology3. Determine necessary sample size4. Create detailed sampling plan5. Draft questionnaire6. Pre-test the questionnaire7. Conduct staff training8. Distribute survey & revise sampling plan 9. Code/process data & error check
Materials developed by K. Watkins, J. LaMondia and C. Brakewood
Other Considerations
• Language – English & Spanish
• Special groups – Those who cannot read/write
• Longitudinal comparisons– Consistency of questions with prior transit surveys
Materials developed by K. Watkins, J. LaMondia and C. Brakewood
CHICAGO TRANSIT AUTHORITY
What does a (good) transit survey look like?
Materials developed by K. Watkins, J. LaMondia and C. Brakewood
2003 Chicago Transit AuthorityCustomer Satisfaction Survey
• Objective: Comprehensive review of customer satisfaction conducted every 2 to 3 years
• Content Included:– General travel behavior (modes, trip purpose)– Satisfaction with service delivery attributes– Loyalty towards CTA– Technology use (internet access, CTA website)– Fare payment – Demographics
Materials developed by K. Watkins, J. LaMondia and C. Brakewood
CTA: Mode & Sampling
• Mode: Household Telephone survey– Random Digit Dialing– Computer Assist
• Stratified Sampling– Area of residence (N, S, NW, SW, W, Suburbs)– Mode (rail or bus)
• Sample Size– Minimum of 200 respondents per strata– Total of 2,577 responses
Materials developed by K. Watkins, J. LaMondia and C. Brakewood
CTA: Questionnaire
• Question types– Mostly closed-ended questions (scales typically 5
points)– A few partially closed (other) & open ended
questions • Interview length– Average of 21.4 minutes to complete– Pre-tested to assure length
• Response rate– 64,986 telephone numbers attempted
Materials developed by K. Watkins, J. LaMondia and C. Brakewood
CTA: Results
• Satisfaction with bus service:– Has improved terms of reliability, information services, and comfort,
among other things.– Has decreased in regards to access to service, personal safety, and
intramodal transferring (within CTA).
• Satisfaction with rail service:– Has improved or stay constant in terms of operator attributes
(personnel), information sources, reliability and fare payment, among other things.
– Has decreased in regards to access to service, intramodal travel, personal safety, and appearance.
Materials developed by K. Watkins, J. LaMondia and C. Brakewood
CTA: Results
Materials developed by K. Watkins, J. LaMondia and C. Brakewood
Conclusion
• Surveys are a good way for agencies to know who their riders are and what they want.
• There are several survey types with varying costs, penetration and bias. They should be chosen to match their target.
• Surveys should be easy to understand and should encourage participants to complete them.
Materials developed by K. Watkins, J. LaMondia and C. Brakewood
Reference
Materials in this lecture were taken from:• Schaller. “On-board and Intercept Transit
Survey Techniques”. Transit Cooperative Research Program Synthesis 63, National Research Council, Washington, DC (2005).
• CTA, Customer Satisfaction Survey, 2003.