Conducted on behalf of: Conducted by: In Association With: PTV DataSource GeoStats PB Chandra Bhat Mark Bradley Mary Kay Christopher Keith Lawton Survey Design with a Focus on Model Validity 11th National Transportation Planning Applications Conference May 6-10, 2007, Daytona Beach, Florida Stacey Bricka | NuStats | | Kermit Wies | CMAP | |
Conducted on behalf of: Conducted by: In Association With: PTV DataSource GeoStats PB Chandra Bhat Mark Bradley Mary Kay Christopher Keith Lawton Overview of Presentation Study Environment Design Approach Findings
Conducted on behalf of: Conducted by: In Association With: PTV DataSource GeoStats PB Chandra Bhat Mark Bradley Mary Kay Christopher Keith Lawton Study Environment Geography 8 Counties 4,000 square miles Population 2,940,007 households Diversity Residents Languages Travel Modes Political Environment Changing Technology Telephone Service Travel Demand Modeling McHenryLake Kane Cook DuPage Will Kendall Grundy
Conducted on behalf of: Conducted by: In Association With: PTV DataSource GeoStats PB Chandra Bhat Mark Bradley Mary Kay Christopher Keith Lawton Inventory Objectives Document demographic and travel behavior characteristics of the region Support update of the regional travel demand model Serve as inputs for the development of a new regional travel demand model Model Validity
Conducted on behalf of: Conducted by: In Association With: PTV DataSource GeoStats PB Chandra Bhat Mark Bradley Mary Kay Christopher Keith Lawton Design Phase Objectives 1.Confirm inventory contents 2.Validate budget assumptions Establish “typical” conditions Identify unique conditions, remedies, and associated costs Evaluate most effective survey administration options 3.Vet recommendations
Conducted on behalf of: Conducted by: In Association With: PTV DataSource GeoStats PB Chandra Bhat Mark Bradley Mary Kay Christopher Keith Lawton Design Approach White Papers Passive Recruitment Traditional Pilot Peer Review Community Outreach Final Study Design
Conducted on behalf of: Conducted by: In Association With: PTV DataSource GeoStats PB Chandra Bhat Mark Bradley Mary Kay Christopher Keith Lawton Passive Recruitment Objectives Low-Cost Recruitment Mode Contact Non-Telephone HH Action Address-based Sample Mailed 1000 Letters with Brochure and Mail/Web Recruitment Survey 50% received $2 incentive
Conducted on behalf of: Conducted by: In Association With: PTV DataSource GeoStats PB Chandra Bhat Mark Bradley Mary Kay Christopher Keith Lawton Passive Recruitment Results 53 HH returned surveys (6%) 37% were non-telephone households 83% received an incentive No statistical differences from phone recruits 38 non-participating HH debriefed Only 28% recalled packet 39% said would have participated if we called them
Conducted on behalf of: Conducted by: In Association With: PTV DataSource GeoStats PB Chandra Bhat Mark Bradley Mary Kay Christopher Keith Lawton Passive Recruitment Full Study Advance Mailings Included in Full Study Mail to Active and Passive Sample Capture of Cell-Only HH Lower-cost Recruitment Mailed 10,000 letters to Date 225 passive recruits (~10% of all recruits) 4% non-landline HH 1-person/1-worker HH Higher reported use of Auto
Conducted on behalf of: Conducted by: In Association With: PTV DataSource GeoStats PB Chandra Bhat Mark Bradley Mary Kay Christopher Keith Lawton Community Outreach Objective Identify and ameliorate participation issues Action Held 4 community group meetings
Conducted on behalf of: Conducted by: In Association With: PTV DataSource GeoStats PB Chandra Bhat Mark Bradley Mary Kay Christopher Keith Lawton Community Outreach Results Identified Design Improvements Identified Activities to Increase Participation Full Study Design – Reflected Community Group Input Lower Participation among Target Groups Phase 1: Advance Mailings, Incentives, Tailored Interviewing, Multiplicity Sampling Phase 2: Community Groups Phase 3: In-Person Interviewing
Conducted on behalf of: Conducted by: In Association With: PTV DataSource GeoStats PB Chandra Bhat Mark Bradley Mary Kay Christopher Keith Lawton Traditional Pilot Objectives Establish “typical” conditions Evaluate respondent reaction Action Three Pilot Test Areas Three Diary Types Two Survey Lengths Incentives Test
Conducted on behalf of: Conducted by: In Association With: PTV DataSource GeoStats PB Chandra Bhat Mark Bradley Mary Kay Christopher Keith Lawton Traditional Pilot 1-day Place2-day Place1-day Activity Respondent Reaction 64%48%49% Incentives Impact --0.5%43% Trip Capture Interview Lengths 30.6 min37.0 min33.7 min
Conducted on behalf of: Conducted by: In Association With: PTV DataSource GeoStats PB Chandra Bhat Mark Bradley Mary Kay Christopher Keith Lawton White Papers Objectives Recommend Final Study Design Recommend Inventory Elements Action Identified Primary Data Elements for Pilot Analyzed Pilot Data and Secondary Data Presented & Discussed Recommendations
Conducted on behalf of: Conducted by: In Association With: PTV DataSource GeoStats PB Chandra Bhat Mark Bradley Mary Kay Christopher Keith Lawton White Papers Results Inventory Contents Sampling Efficient Data Collection Maximizing Participation
Conducted on behalf of: Conducted by: In Association With: PTV DataSource GeoStats PB Chandra Bhat Mark Bradley Mary Kay Christopher Keith Lawton White Papers Full Study Identified data elements Support Model Update Develop New Model Sampling based on density and transit access Phone/Mail/Web Options
Conducted on behalf of: Conducted by: In Association With: PTV DataSource GeoStats PB Chandra Bhat Mark Bradley Mary Kay Christopher Keith Lawton Peer Review Panel Objectives Vet Design Recommendations National and Local “Experts” Action Presented Pilot Results and White Papers Obtained Local Stakeholder Input Full Day Discussion of Each Design Element
Conducted on behalf of: Conducted by: In Association With: PTV DataSource GeoStats PB Chandra Bhat Mark Bradley Mary Kay Christopher Keith Lawton Final Project Design 11,600 HH Mix of 1-day and 2-day HH Year-long Data Collection Effort 300 HH 7-day GPS Component 1,000 SP Follow-up Surveys
Conducted on behalf of: Conducted by: In Association With: PTV DataSource GeoStats PB Chandra Bhat Mark Bradley Mary Kay Christopher Keith Lawton Findings In-depth Design Phase Was Worth It If Budget Constrained, Secondary Data Helpful Peer Review Panel Input Was Invaluable Mix of Local and National Focus on Model Validity Driving Question for Evaluation Identify Data Elements for Current and Future Model Updates
Conducted on behalf of: Conducted by: In Association With: PTV DataSource GeoStats PB Chandra Bhat Mark Bradley Mary Kay Christopher Keith Lawton THANK YOU! Questions or Comments?