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Emerging Issues for Transportation Data Users of ACS. Elaine Murakami, FHWA Elaine.murakami@fhwa.dot.gov. TRB Planning Applications Conference, April 26, 2005. First, the good news…. CB has added several transportation-related tables to their planned set of ACS tabulations. This includes
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Emerging Issues for Transportation Data Users of ACS Elaine Murakami, FHWA Elaine.murakami@fhwa.dot.gov TRB Planning Applications Conference, April 26, 2005
First, the good news… • CB has added several transportation-related tables to their planned set of ACS tabulations. • This includes • Residence tabulations of households such as: household size * # of vehicles • A FEW tables by Place of Work
More positive things about ACS • The ACS will provide reliable data for large geographic units on an annual basis. • The flip side is that the data for small areas will be compromised, with much larger standard errors, and the risk of the inability to tabulate small area (TAZ) home-to-work flows.
Questions for today’s discussion • Do you want home-to-work flow (Part 3) from ACS if the geography is limited to tract-to-tract, or “tract group”- to- “tract group” • Should AASHTO to sponsor a pooled fund for a CTPP from ACS?
AASHTO pooled fund • Special tabs for large geography completed annually, starting perhaps in 2007? 2008? • Special tab for “small geography”, conducted every 5 years, starting with the accumulated records of 2005 thru 2009, OR accumulated records of 2008-2012.
Transportation-sponsored research on ACS • 1995 meeting (1996 BTS publication) on Continuous Measurement • NCHRP project for Guidebook on using ACS data. • FHWA sponsored research at CB RDCs and Suitland using ACS microdata. • TRB Conference for May 2005.
Findings • Seasonality does not seem to be a problem for JTW variables (Hampden County only) • Loss in # of O/D pairs is significant, and may cause problems for modeling applications (Westat, NCHRP) • Tract level data by mode of transport seems reasonable by residence geography (chart next slide)
Key issues for Transportation • Sample size / geographic level of reporting / data quality / error • Thresholds for FLOW tabulation • CB Disclosure Review Board • How to do Trend Analysis?
Sample Size • Long Form 16.6% of addresses • ACS (60 months) 12.5% of addresses • HOWEVER, that is the sample FRAME, not the number of completed returns. Because the Mail-back response rate is much lower for ACS, even with 1:3 NRFU, the # of records in ACS is significantly lower than LF.
Implications of smaller number of completed surveys • Kiss TAZ data GOODBYE. • Need a geographic unit maybe a “Tract Group” or a TAZ that is as large as 2 or 3 tracts together, especially for home-to-work flow data.
Thresholds required for CTPP2000 for flow tabulation • Thresholds are based on unweighted records. • The smaller number of completed records in ACS results in a loss of O/D pairs meeting the threshold.
Impact of Thresholds Comparing Decennial LF to ACS Part 3Broward County, FL Tract-to-Tract 22% of O/D pairs 30% of workers 8% of O/D Pairs
Does 60 months of accumulation result in reduced risk of disclosure? We think “yes” • People move residence • People move workplace location • People change means of transportation to work. • People change departure time. • People change # of vehicles in hhld.
Therefore… • The Census Bureau should not require as much rounding or require thresholds for tabulation!
What rules will the DRB impose? What thresholds will the DRB impose for flow tabulation? • We hope NONE! • If the threshold is 3 for key tables, as in 2000, will transportation planners find it useful or not?
Biggest threat • The combination of smaller samples and potential requirements of thresholds (unweighted records) for tabulation by DRB could result in a CTPP that is primarily used for residence tabulations, with limited workplace tabulations, and flow data limited to total worker counts.
What do we want from the CB? • Alternatives to rounding and thresholds for disclosure avoidance. • Improved allocation procedures. Want to continue working with CB on allocation and imputation of means of transportation, # of vehicles, and place of work geocoding.
How should we augment ACS data? • Explore alternatives for Home-to-Work Flow matrices, including LED • Consider workplace surveys • Add group quarters surveys, unless ACS implements as planned. • NHTS for 2008, for trip length distribution curves for various trip purposes/activities
Questions for today’s discussion • Do you want home-to-work flow (Part 3) from ACS if the geography is limited to tract-to-tract, or “tract group”- to- “tract group” • Should AASHTO to sponsor a pooled fund for a CTPP from ACS?
Please come to the TRB conference in May! Thank you for your attention.