Environmental Protection Agency

   Fuel Economy Label



   Pre-Focus Groups Online Survey Report
United States
Environmental Protection
Agency

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      Environmental Protection Agency
               Fuel Economy Label

   Pre-Focus  Groups Online  Survey Report
                 Office of Transportation and Air Quality
                 U.S. Environmental Protection Agency

                            and

              National Highway Traffic Safety Administration
               United States Department of Transportation
                       Prepared for EPA by
                          PRR, Inc.

                   EPA Contract No. GS-23F-0364P
                        Task Order 0001
United States
Environmental Protection
Agency
EPA-420-R-10-907
August 2010

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    Table  of  Contents
    Executive Summary	3
    Introduction	9
    Demographic Profile	13
    Vehicle Use	15
    Vehicle Purchase Process	17
    Role of Fuel Economy	25
    Motivators and Barriers to Purchasing Fuel Efficient Vehicles....33
    Market Segments	37
    Appendix -  Phase 3 Survey Questions	39
Pre-Focus Groups Online Survey Report

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EPA Fuel Economy Label Redesign

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      Executive   Summary
      Introduction and Methods

      In 2006, EPA updated how the city and highway fuel economy values
      are calculated to better reflect typical real-world driving patterns and
      provide more realistic fuel economy estimates. EPA is now initiating
      a new rulemaking to ensure that American consumers continue
      to have the most accurate, meaningful and  useful information, as
      well  as an understanding of  how the labeled vehicle impacts the
      environment. With the introduction of advanced technology vehicles
      on the market the EPA must provide metrics that are relevant and
      useful for vehicles such as Electric Vehicles, Extended Range Electric
      Vehicles and Plug-in Hybrid Electric Vehicles.

      To help inform the creation of the new label, EPA engaged  PRR
      Inc. to work with them in the design and implementation of several
      information gathering tasks including:

            Literature review

            Focus groups  in 3 phases, including pre-group online
            surveys

            Expert panel

            National online survey of new vehicle buyers and intenders

      The purpose of the pre-group online survey was to obtain additional
      information regarding their vehicle purchase process, the  role of
      fuel economy in their purchase decision, how they used the current
      fuel economy label, and motivators and barriers to their purchasing
      alternative fuel vehicles. Data from all the three pre-group online
      surveys was merged into one database for analysis purposes since
      the survey questions were very similar across all three phases. A
      total of 404 of those recruited completed the online survey.
Pre-Focus Groups Online Survey Report

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This report presents  a  comprehensive summary of the findings
from the three pre-group online surveys. It should be noted that the
results of these surveys  are not intended as representative of any
larger group of new vehicle buyers and reflect only the experience
of the focus group  participants. Nonetheless, these results can
provide important insights to be used in conjunction with the other
research tasks connected with this overall project.


Key  Findings

        Vehicle use:

        •   Most (88.1%) were the principal drivers of their new
           vehicles  and almost all drove their  vehicles  five to
           seven days a week (91.8%).

        •   Over half (54.7%) reported that they planned to drive
           this new vehicle between 9,001 to 15,000 miles per
           year, with another fifth (20.1%) planning to  drive
           between  15,001 to 20,000 miles per year.

        •   Respondents mostly used their new vehicles for errands
           and shopping (93.1%), visiting  family and  friends
           (83.4%), for recreation  (81.3%), and for travel to and
           from work (75%).

        Vehicle purchase process:

        •   Over a third  (34.1%)  purchased  a  new vehicle less
           frequently than every five years. Around a fifth reported
           purchasing  a  new vehicle  every  five years  (17.5%),
           every four years (18.7%), or every three years (21.1%).

        •   More  than three-quarters  (77.5%)  had a specific
           vehicle in mind before they first started  looking, and
           just over half (51.5%) started  researching  vehicle
           information about one to three months before buying.

        •   More  than half  (53.6%) compared two  to  three
           vehicles before making  their final decision, with only
           12.7% considering just  one vehicle.
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              •   More than three-fifths (62.8%) considered more than
                  one vehicle type, with a third (32.9%) considering two
                  vehicle  types and  another  fifth  (19.7%)considering
                  three vehicle types.

              •   More than half (52%) considered a sport utility (SUV)
                  vehicle when they were first  looking.

              •   The top five most important factors they considered
                  when buying their newest vehicle were driving comfort,
                  price, safety, reliability, and gas mileage.

              •   Over three-fourths (78%) reported that they compared
                  common  factors across the  vehicles.  The top  five
                  common  factors  were:  size/seating  capacity/cargo
                  capacity (50%),  gas  mileage/fuel economy  (39.8%),
                  vehicle type/category (25.4%), vehicle  price (21.2%),
                  and make/model reputation  (18.6%).

              •   One-fourth (25.5%)  relied  on themselves  the most
                  when  deciding  which  vehicle to purchase. A fifth
                  (21.2%) reported that they relied  on their spouse/
                  partner and/or their immediate family for their vehicle
                  purchasing decision.

              Role of fuel economy:

              •   Fuel economy was fairly important when  choosing
                  a new vehicle. Three-fifths  (60.4%) rated it a '9' or
                  above on a 10-point importance scale.

              •   Over two-thirds (67.5%) indicated they searched for
                  information  about  fuel economy before buying their
                  most recent new vehicle. Most respondents looked for
                  this information at manufacturer's websites (67.1%),
                  on  the fuel economy label (59.5%), using Consumer
                  Reports (56.3%), and/or at auto dealerships  (31.3%).

              •   Almost three-quarters (72%) reported  that they trust
                  the EPA for fuel economy information.
                     Close  to one-third  (31.1%)  indicated in  their
                     qualitative comments that EPA is an  unbiased,
                     trustworthy, reliable and reputable agency that is
                     regulated by the government.
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    Another 15.6%  said that it was EPA's job to test
    vehicles and set standards for fuel economy.
•   About  11%  said that  EPA was  committed to
    protecting the environment  and  fuel economy
    regulation was part of protecting the environment.

Of those who did not trust the EPA for fuel economy
information:
    Over one-fourth (27.2%) indicated in their qualitative
    comments that they had not thought  about EPA as a
    source of information on fuel economy.
•   Another 17.5% thought the EPA was biased towards
    its own agenda and did not think it was trustworthy.
    About  another  17% were  unfamiliar with the
    EPA and about another 17% stated that EPA mpg
    estimates  were not accurate and higher than real-
    life estimates.

Most (88.2%) remembered seeing the fuel economy
label when they bought their most recent new vehicle
(without the aid of seeing the label in the survey). Of
those who did not remember unaided, when shown a
copy of the label almost all (95.9%) then remembered
seeing the label.

The  fuel economy  label played a fairly important
role  in helping respondents choose a  vehicle (mean
importance score  =  7.41 on a scale of 1 to  10). The
most helpful  fuel economy label information was
the  highway mpg, city mpg, combined fuel economy
compared  to other vehicles, expected range for most
drivers in regard to highway mpg, and expected range
for most drivers in regards to city mpg.

Most (83.7%) did not think the fuel economy label was
hard to understand or that it needed to be improved. Of
those who thought that the fuel economy was hard to
understand and needed to be improved, over one-fifth
(21%)  stated that they had difficulty  understanding
the combined fuel economy section of the label.
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              Motivators and barriers to purchasing fuel efficient vehicles:

              •   The  top  motivators that might persuade respondents
                  to seriously consider buying an advanced technology
                  vehicle include:  lower alternative fuel cost or higher
                  gas prices (73%), lower vehicle price (60.3%), better
                  mileage than a gasoline fuel vehicle (34.9%), positive
                  environmental impact (29%), and higher reliability and
                  dependability of the vehicle and vehicle parts (17.1%).

              •   The  top  barriers that  prevent  respondents  from
                  seriously  considering  buying  an  alternative   fuel
                  vehicle include high cost of vehicle (66.3%), expensive
                  maintenance (45.8%), expensive cost of parts/battery
                  (45%), and parts/vehicles are unreliable (36.8%).

              •   The most compelling factors for buying a fuel efficient
                  vehicle  were  'to  save  money',  followed closely  by
                  'because it was better for the environment', and 'to
                  reduce our dependency on other countries'.

              •   When it came to environmental concerns, the top two
                  environmental factors of most concern  were  toxic
                  exhaust emissions and smog.

              Market segments: A cluster analysis was performed to identify
              possible market segments from among the respondents to  the
              online  survey. Cluster analysis is an exploratory data  analysis
              technique designed to reveal natural groupings within a collection
              of data. As such, cluster analysis can suggest potentially useful
              ways of grouping market segments. Three clusters were identified:

              •   Cluster 1: 'Care  more about the environment than fuel
                  economy' - less concerned about fuel economy and other
                  vehicle factors, but more concerned about environment
                  (33%)

              •   Cluster 2: 'Care most about fuel economy as well as the
                  environment' - most concerned about fuel economy,
                  other vehicle factors, as well as environment" (44%)

              •   Cluster  3:  'Care  less about  fuel  economy and the
                  environment'  -  less concerned about  fuel  economy
                  and  other vehicle factors, and least  concerned about
                  environment" (23%)
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        ntroduction
      Background

      In 2006, EPA updated how the city and highway fuel economy
      values are calculated to better reflect typical real-world driving
      patterns  and provide more  realistic fuel economy  estimates.  In
      addition, EPA redesigned the fuel economy label to make it more
      informative for consumers. The redesigned label more prominently
      featured annual fuel cost information, provided contemporary and
      easy-to-use graphics  for comparing the fuel economy of different
      vehicles,  used clearer text, and included a Web  site reference  to
      www.fueleconomy.gov which provided additional information.

      EPA is now  initiating a new rulemaking to ensure that American
      consumers  continue  to  have the most  accurate, meaningful
      and useful information, as well as  an understanding of how the
      labeled vehicle impacts the environment. With the introduction of
      advanced technology vehicles on the market the EPA must provide
      metrics that are relevant and useful for vehicles such as Electric
      Vehicles, Extended Range Electric  Vehicles and  Plug-in Hybrid
      Electric Vehicles.

      To help inform the creation of the  new label, EPA engaged  PRR
      Inc. to work with them in the design and implementation of several
      information  gathering tasks including:

            Literature review

            Focus groups (in  3 phases, including pre-group online
            surveys)

            Expert panel

            National online survey of new vehicle buyers and intenders
Pre-Focus Groups Online Survey Report

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          Although the survey questions
          were similar across the three
          phases of focus groups, the Phase
          3 survey questions provides the
          most complete set of questions
          and is provided in Appendix A.
It was decided to use a three-phase approach for the focus groups
in order to accommodate the sheer amount of information required
to be covered in the focus groups, as well as to use each phase to
inform the next phase on overall label design in  regard to both
content and look. The three phases were designed to address  the
following issues:

        Phase I - Use of the current fuel economy label, as well
        as content and design of the label for internal combustion
        engine vehicles

        Phase II - Understandability of and preference for metrics
        for advanced technology vehicle labels

        Phase III - Assessment of full label designs for conventional
        and advanced technology vehicles in regard to content and
        look


Methodology

This document provides an overview of the results of the pre-group
online surveys from all three focus group phases. (See Appendix A
for the survey questions from Phase 31.) The data was merged into
one database for analysis purposes since the survey questions were
very similar across all three phases. In those cases where a question
was  not asked in all three phases of the survey, it is noted in  the
body of the report.

A total of 32 focus groups were conducted between February 22nd
and May 27th, 2010 in the cities  of Seattle, Chicago, Houston and
Charlotte. Groups were gender specific, were conducted in English,
and each lasted two hours.

Participants were recruited from within panels  developed  and
maintained by the focus group facility used in each city. In order to
screen out 'professional focus group participants,' only those who
had not participated in a focus group in the last six months were
included. In addition, participants were required to demonstrate
evidence that they had purchased a new vehicle (not a used or pre-
owned vehicle; not a motorcycle; not a 'Cash for Clunkers' purchase)
in the last 12 months. In addition, participants must have been  the
sole  or  primary decision maker with regard to this new vehicle
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      purchase. Having internet access was also a requirement so that
      they could complete the pre-group online survey. To ensure a good
      cross-section of participants, each focus group included individuals
      representing diversity in: type of new vehicle, price range of new
      vehicle, distance they typically travelled daily in this  new vehicle,
      if they had  seriously  considered an advanced  technology vehicle
      before purchasing their vehicle, and demographic characteristics.

      Recruits were asked  to complete an  online survey  before  they
      took  part in the focus  group discussions.  The purpose  of the
      online survey was to obtain additional information regarding their
      vehicle purchase process, the role of fuel economy in their purchase
      decision, how  they  used the current fuel  economy label, and
      motivators and barriers to their purchasing alternative  fuel vehicles.
      The survey questions were developed by PRR, with input from the
      EPA,  NHTSA (National Highway Traffic  Safety Administration)
      and OMB (Office of Management and Budget).

      Those recruited were sent a  link to  the pre-group online survey
      approximately one week in advance of the scheduled focus groups.
      They were instructed to complete the online survey at least 2 days
      prior to their group. Follow-up reminder calls were made to those
      who  had not completed the survey in the specified timeframe.
      A total of 404 of those recruited completed the online survey. It
      should be noted that not all those who completed the online survey
      participated in the subsequent focus groups. It should also be noted
      that the results of these surveys are not intended as representative
      of any  larger  group of new vehicle buyers and reflect only the
      experience of the focus group  participants. Nonetheless, these
      results can provide important insights  to be used in conjunction
      with the other research tasks connected with this overall project.


      Data Processing and Analysis

      Data  processing consisted of coding and entering quantitative and
      qualitative responses. Open-ended question responses were coded
      to allow for inclusion in the  quantitative analysis. Response range
      and logic checks (with the use of frequency tables) were performed
      in order to check for  miscoded variables thereby  cleaning the
      final  data file. Data  analysis was conducted with SPSS software
      (Statistical Package for the Social Sciences).
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        2.  Cramer's V is a measure of
           the relationship between two
           variables and is appropriate to
           use when one or both of the
           variables are at the nominal level
           of measurement. Cramer's V
           ranges from 0 to +1 and indicates
           the strength of a relationship.
           The closer to +1, the stronger
           the relationship between the
           two variables. Kendall's tau-c is
           a measure of the relationship
           between two variables and is
           appropriate to use when both of
           the variables are at the ordinal
           level of measurement.  Tau-c
           ranges from -1 to +1 and indicates
           the strength and direction of a
           relationship. The accompanying
           "p" scores presented in this report
           for Cramer's V and tau-c indicate
           the level of statistical significance
           reported if they are at the .o5
           level or less.
                                             Data analysis involved the use of appropriate descriptive statistical
                                             techniques  (frequencies, percentages and means)  and explanatory
                                             statistical techniques (in this case Cramer's V and Kendall's tau-c)
                                             to test  for the  statistical  significance  of  relationships  between
                                             variables.2 A cluster analysis was also performed to identify possible
                                             market segments from among the respondents to the online survey.

                                             Throughout this report, relationships between variables that
                                             are statistically significant at the .05 level or less, and that are
                                             meaningful to  an understanding of the data  are  reported. It
                                             should also be noted that some of the charts presented in the report
                                             are for  "multiple response variables", meaning that  the  survey
                                             respondent could select more than one  answer. In such charts the
                                             percentages will add up to more than  100 percent.
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   Demographic Profile
   Sample demographics as a percentage of the total sample.
Sample
Gender
Female
Male
Did not answer
Age
20-24
25-34
35-44
45-54
55-64
65 or older
Did not answer
Household income before taxes
$15,000425,000
$25,000450,000
$50,000475,000
$75,0004100,000
$100,0004125,000
$125,0004150,000
$150,000 and more
Did not answer
Education
HS diploma or GED
Some college/AA/Technical degree
College graduate
Post graduate
Did not answer
(n = 404)
45.0%
42.3%
12.6%
(n =404)
3.2%
20.5%
21.8%
22.0%
15.6%
5.7%
11.1%
(n = 404)
2.0%
10.4%
19.3%
17.1%
12.9%
5.4%
6.9%
26.0%
(n = 404)
4.5%
25.0%
40.8%
17.8%
11.9%
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Sample
Vehicles per household
1
2
3
4
5 or more
Did not answer
Licensed drivers in household
1
2
3
4
5 or more
Did not answer
(n = 404)
15.3%
41.1%
12.4%
5.0%
2.5%
23.8%
(n = 404)
14.9%
46.5%
9.9%
4.0%
0.7%
24.0%
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     Vehicle   Use
     Respondents were asked if they were the principle driver of the new
     vehicle, how many days their new vehicle was driven, approximate
     annual mileage, and for what trip purposes the vehicle was used.


     More than  half drive their new vehicle

     between 9,001 and 15,000  miles per year

     Most of the respondents (88.1%) were the principle drivers of their
     new vehicles and almost all drove their vehicles  five to seven days
     a week (91.8%). Over half (54.7%) reported that they planned to
     drive this new vehicle between 9,001 to 15,000 miles per year, with
     another fifth (20.1%) planning to drive between  15,001 to 20,000
     miles per year. Only 7% planned to drive more than 20,000 miles
     per year.

               About how many miles per year is this vehicle driven? (n = 388)
      More than 20,000 miles


       15,001-20,000 miles


       12,001-15,000 miles


        9,001 -12,000 miles


            0-9,000 miles
                            26.3%
                             J 28.4%
                     0%      5%
10%     15%     20%     25%    30%
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                                     Most used new vehicles for errands,

                                     visiting family/friends, recreation, and/or

                                     commuting to work

                                     Respondents  mostly used  their new vehicles for  errands and
                                     shopping  (93.1%),  visiting  family  and  friends  (83.4%),  for
                                     recreation (81.3%), and for travel to and from work (75%).
                                     In a typical week, for what trip purposes do you use for
                                                 your new vehicle? (n=332)*
                                    Errands/shopping


                                  Visit family & friends


                                        Recreational


                                            Work


                                 Medical appointments

                                   Non-commute work
                                       related

                                           School


                                                0%     20%     40%     60%     80%    100%

                                         *Mutiple responses are allowed, percents add up to more than 100%
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     Vehicle   Purchase   Process
      Respondents were asked how often they purchased a new vehicle
      and to describe the process they used for purchasing their most
      recent new vehicle, including who or what they relied on the most
      when deciding which vehicle to purchase. Additional questions
      focused on the importance that various factors played in their final
      purchase decision, as well as the number and types of vehicles they
      had seriously considered before making their final choice.


      Many reported a fairly systematic purchase

      process involving research before visiting a

      dealership

      More than three-quarters (77.5%) had a specific vehicle  in mind
      before they first started looking, and just over half (51.5%) started
      researching vehicle information about one to three months before
      buying.

      When they were asked to describe the process they used to buy
      their most recent vehicle, many said that they started with online
      research to learn more  about vehicles that  fit their needs and
      preferences (such as particular vehicle type/category, manufacturer
      preference, price range, etc.). They visited websites such as Edmunds.
      com, manufacturers' websites, auto-dealer websites, auto-blogs,
      consumer review websites,  etc. to create  a  list of comparable
      vehicles to consider further. Many also said that they read Consumer
      Reports and found it to be a reliable source of information on
      vehicles. As a part of this search process, they gathered information
      on specific factors such gas mileage, safety, reliability, warranty, etc.
      that they thought were important for each vehicle that was in their
      consideration set. Subsequently, they visited auto-dealers based on
      their preference for particular makes, availability of vehicle model,
      consumer reviews of dealers, price quotes, financing options, etc.
Pre-Focus Groups Online Survey Report                                                                    17

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                                         They then test drove the vehicles at these dealerships, bargained for
                                         price and financing, and subsequently bought the vehicle that they
                                         liked the most during the test drive and that best fit their needs,
                                         preferences and price range.

                                         Most considered more than one vehicle and shopped across
                                         vehicle types

                                         More than half (53.6 %) compared two to three vehicles before making
                                         their final decision, with only 12.7% considering just one vehicle.
                                         How many vehicles did you compare before deciding? (n = 379)
                                                                                 1 Just considered 1 make and model
                                                                                  2
                                                                                  3
                                                                                  4
                                                                                 15 or more
                                         However, when it came to the types of vehicles seriously considered,
                                         more than three-fifths (62.8%) considered more than one vehicle
                                         type, with  a third  (32.9%)  considering two vehicle types and
                                         another fifth (19.7%)considering three vehicle types.
                                          Number of vehicle types seriously considered (n=325)
                                                        2.8%
                                                                                              1
                                                                                             12
                                                                                             13
                                                                                             14
                                                                                             15
                                                                                             16
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      Most popular vehicle types shopped for included SUVs,
      midsize cars, crossovers and compact cars

      More than half (52%) considered a sport utility (SUV) vehicle when
      they were first looking. Almost as  many considered midsize cars
      (44%), with about a third (31.1%)  considering crossover vehicles,
      and about a quarter (27.4%) considering compact cars.
              Which type of vehicle did you seriously consider when you were
                         first looking for a new vehicle? (n=332)*
Sport utility (SUV)

Compact car




^-^
Large car h^^^^^^B
Sports car I^^H^^M
Pickup truck 	 1
Minivan
Subcompact car
Station wagon
Full-size van
Other





^•J^^jj^^Hri 27.4%
J 11.7%
10.2%
8.9%
1 7.1%
—1 5.5%
] 5.2%
J 1.5%
•J 2.8%





























                    0%
10%
20%
30%
40%
50%
60%
       ^Multiple responses allowed; percents can add up to more than 100%
      Seventy-eight percent of the respondents reported common factors
      across the vehicles compared. The following are top five common
      factors across the vehicles they  compared: size/seating capacity/
      cargo capacity (50%), gas mileage/fuel economy (39.8%), vehicle
      type/category (25.4%),  vehicle price  (21.2%),  and make/model
      reputation (18.6%).
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                                              What was that common factor(s) or attribute(s) that drew you
                                                          to those specific vehicles? (n = 118)*
                                                                                                        50.0%
Size / Seating capacity / Cargo capacity

         Gas mileage / Fuel economy

              Vehicle type/category

                     Vehicle price

       Model and/or make reputation
     Body style / Exterior and interior
          appearance / Looks
           Reliability/ Dependability
 Vehicle features (e.g. leather seats but
     no GPS, all wheel drive, etc.)
                          Safety

                         Comfort

                     Resale Value

              Power / Performance

                           Other

                               0%   10%   20%  30%   40%  50%   60%

  * Multiple responses allowed; percents add up to more than 100%


       Of those  who  did not  purchase  the vehicle(s)  that they  first
       considered, close to one-third (30%) said that they had changed
       their decision  based  on their changed  need  at  that time. For
       example, participants were  now looking for a bigger vehicle, a
       more fuel efficient car such as a hybrid, etc. as compared to when
       they  initially considered  a  particular  vehicle.  Twenty  percent
       said that they  changed their decision after they  test-drove the
       vehicles. Another 16.7% found the vehicle that they had originally
       considered  to be more expensive than they could afford.
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       Comfort, price, safety, reliability, and gas mileage top the list
       of influencing factors

       The top five most important factors they considered when buying
       their newest vehicle were driving comfort, price, safety, reliability,
       and gas mileage.3 But, as can be seen in the table below, many other
       factors were also important, including, but not limited to: interior &
       exterior appearance, performance/handling/power/, warranty, size/
       interior volume, and seating capacity.
                      Mean scores of factors important in buying new vehicle
        Comfortable to drive (n=272)
                     Price (n=272)
                    Safety (n=270)
       Relability/repair costs (n=270)
               Gas Mileage (n=273)
       Interiors exterior appearance
                tn--)t.Q\
        Perfomance/Handling/Power
                 Warranty (n=272)
        Size/Interior volume (n=271)
            Seating capacity (n=271)
               Brand name (n=272)
       Features (stereo, GPS) (n=266)
             Low emissions (n=270)
            Alternative fuels (n=268)
            Towing Capacity (n=272)
                     Other (n=97)










































^•I^MV^ 3.42


12















7
.59
56
7
                                1.00   2.00  3.00   4.00  5.00  6.00  7.00  8.00   9.00  10.00
                                                                                     Based on phases 2 and 3 data
                                                                                     where the question was asked as
                                                                                     a rating question (as opposed to a
                                                                                     ranking question as in phase 1).
Pre-Focus Groups Online Survey Report
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       4  Cramer's V = .239, p = .026

          Tau-c = -.119,p = .008

       6  Tau-c = -.l-9,p = .013

       7  Tau-c = -.155,p = .001

       8  Tau-c = -.116,p = .019

       9  Tau-c = -.180,p = .000

          Tau-c = -.149,p = .001

       ii Cramer's V = ,246, p = .006

       12. Tau-c =-.122, p = .009

       13 Tau-c =-.149, p = .003

       14 Tau-c = -.199, p = .000

          Cramer's V=. 236, p = . 014

       16 Tau-c =-.136, p = .009

       17 Tau-c = .130, p = .004

       18 Cramer's V = .265, p = .041

       19 Tau-c =-.165, p = .001

          Cramer's V=. 297, p = . 009

       2.1 Tau-c =-.164, p = .001

       2.2. Tau-c =-.154, p = .001

       2.3 Tau-c =-.104, p = .020

       2.4 Tau-c = .143, p = .001

          Tau-c = .124, p = .002
                                          It was further found that:
Comfort was more important for women4

Price was more important for those with lower incomes5

Safety  was more important  to those who were younger6
and with less education7
Reliability/repair costs was more important to those with
less education8

Gas  mileage  was  more  important  for  those with  less
education9 and lower income10

Interior  &  exterior  appearance  was  more  important
for those in Houston and Chicago11 and for those who
purchase new vehicles more frequently12

Performance/handling/power was more important to those
with less education"

Warranty was more important for those with less education14
and those from Charlotte, Houston and Chicago15

Size/interior  volume  was more important to those with
less education16 and those with more licensed drivers in the
household17

Seating capacity was more important to females18

Brand was more important to those who compared fewer
vehicles before making a purchase decision19

Low emissions was more important for women20 and those
with less education21

Alternative fuels were more important for younger buyers22

Towing capacity was more important to those who were
younger23,  those with more working motor vehicles in the
household24, and those with more licensed drivers in the
household25
22
                                    EPA Fuel Economy Label Redesign

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       Almost half relied on themselves or family members when
       making a vehicle choice

       One-fourth  (25.5%) said that they relied on themselves the most
       when deciding which vehicle to purchase. A little more than a fifth
       (21.2%)  reported that they  relied on their spouse/partner and/
       or their immediate  family  for  their  vehicle  purchasing decision.
       Another 19.3%  said that they relied on online vehicle reviews and
       research, with another 18.5% relying  most on checking for factors
       such as vehicle price, looks, mileage, reliability, size, comfort, safety,
       features, etc. when deciding which vehicle to purchase.
                   What or who did you rely on the most when deciding which vehicle to
                                          purchase?  (n = 368)*
                                                                                     25.5%
Myself
              My spouse/partner and immediate family

      Online vehicle reviews and research (Edmunds.com,
                         etc.)
            Factors such as vehicle price, looks, mileage,
           reliability, vehicle size, comfort, safety, vehicle
                        features, etc.
      Non-online research (Consumer Reports, magazines,
                    newspaper, etc.)

           Past experience with the vehicle make/model
                        Dealerships and salesperson

            Word of mouth (extended family, friends and
                         associates)

                        Experience during test drive
       Incentives, discounts, financing and leasing options,
                     trade-in value
                                 Brand reputation
                                          Other
                                               0%    5%    10%   15%   20%   25%   30%
        * Multiple responses allowed; percents add up to more than 100%
Pre-Focus Groups Online Survey Report
                                                                             23

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                                         About a third purchased new vehicles less frequently than
                                         every 5 years

                                         Just over a third (34.1%)  of  the respondents  purchased a new
                                         vehicle less frequently than every five years. Around a fifth reported
                                         purchasing a new vehicle every  five years (17.5%), every four years
                                         (18.7%), or every three years (21.1%). Only 8.6% purchased new
                                         vehicles more frequently than every three years.


                                         How often do you typically purchase a new vehicle? (n=337)
                                  Longer than every 5 years

                                           Every 5 years

                                           Every 4 years


                                           Every 3 years

                                           Every 2 years
              34.1%
                                             Every year \ j 1.8%
                                                     0%   5%   10%  15%   20%   25%   30%  35%  40%
24
EPA Fuel Economy Label Redesign

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      Role  of  Fuel   Economy
     Respondents were asked how important fuel economy was to their
     vehicle buying decision, if they searched for information about
     fuel economy, where they searched for this information, and if
     they trusted fuel economy information provided by the EPA. They
     were also asked if they remembered seeing the fuel economy label
     on the vehicle window, how important this label was in helping
     them choose their new vehicle, and lastly how helpful specific label
     information was in their vehicle buying decision.


     Fuel  economy was fairly  important when

     choosing a  new vehicle

     The average city mpg of respondents' new vehicles was 23 mpg, and
     the average highway mpg was 28 mpg. In regard to the importance
     of fuel economy, the average importance score was 8.07 (on a scale
     of 1 to 10, where 10 meant fuel economy was very important), with
     60.4% rating the importance of fuel economy a 9 or 10.

     Further, it was found that the lower the education level26 and  the
     lower the household income,27 the more likely one was to attach
     more importance to fuel economy in a vehicle choice. In addition,
     the higher the concern about environmental factors,28 the more likely
     one was to attach more importance to fuel economy in a vehicle.29
2.6 Tau-c = -.105,p = .013

2.7 Tau-c = -.129, p = .003

2.8 Concern about environmental
  factors was based on an index
  constructed by adding up the
  individual responses to each of
  the environmental concern items.
  The items were weighted equally.
  Overall, females scored higher on
  this index than males (Tau-c =
  .2 77, p = .000)

2.9 Tau-c = .190, p = .000
Pre-Focus Groups Online Survey Report
                           25

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                                         Majority searched for fuel economy
                                         information
                                         Just about two-thirds (67.5%) indicated they searched for information
                                         about fuel economy before buying their most recent new vehicle. Most
                                         respondents looked for this information at manufacturer's websites
                                         (67.1%), on the  fuel  economy label  (59.5%), using  Consumer
                                         Reports (56.3%), and/or at auto dealerships (31.3%). Males were
                                         more likely than females to search for such information,30 as were
                                         those who  compared more vehicles before making a final vehicle
                                         choice31 and those who  had higher environmental concerns.32

                                   Where did you search for information on fuel economy and fuel
                                                     consumption? (n=252)*

                                 Manufacturers website
                                    Fuel economy label
                                     Consumer reports
                                         Auto dealers
                                        Edmunds.com
                             Others with s similar vehicle
                                      Auto magazines
                                   Government websites
                                                TV
                                         Newspapers
                                              Radio
                              Environmental organization
                                              Other
                                                   0%         20%        40%         60%         80%
                               * Multiple responses allowed, perccnts add up to more than 100%
       30 Cramer'sV = .163,p = .009

       31 Tau-c = .228,p = .000

       32. Tau-c = .106,p = .035
26
EPA Fuel Economy Label Redesign

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       Most trust the EPA for fuel economy information

       Almost  three-quarters  (72%)  trust the  EPA  for fuel  economy
       information. Females33  and  those who were younger34 were  more
       likely to trust the EPA fuel economy information.

       Of those who reported  that  they trusted the EPA for fuel economy
       information,  close  to  one-third  (31.1%)  indicated  in  their
       qualitative comments that EPA is an unbiased, trustworthy, reliable
       and reputable agency that is regulated by the government. Another
       15.6% said that it was  EPA's job to test vehicles and set standards
       for  fuel economy. About  11%  said that EPA  was committed to
       protecting the  environment  and fuel economy regulation was part
       of protecting the environment.
               Why do you consider the U.S. Environmental Protection Agency to be a trusted
                            source of information for fuel economy? (257)*
         EPA is a unbiased, reliable, trustworthy, and reputable
                 government-regulated agency

        It is their job/ EPA is responsible for testing vehicles and
               setting standards for fuel economy

                 EPA's cause is to protect the environment

        EPA is responsible for providing accurate (fuel economy
           and auto industry) information to consumers

             EPA has experience and expertise/ EPA has done
                           research

          EPA has access to reliable and latest data, and factual
                        information
                                                             31.1%
                                            11.3%
                                           10.1%
                                               15.6%
                                          9.3%
                                         8.6%
                                                     4.7%
                EPA has set standards  ^^H 7.0%

    EPA is not affiliated with any carmaker  I
                                 L
             Don't have a reason not to  || 2-7%

                                    2.7%

EPA follows scientific and unbiased approach  m 1.6%
                                          Other
                                                             14.0%
                                                                     33 Cramer's V = ,119, p = .026

                                                                     34 Tau-c = -.158,p = .002
                                               0%
                                                       10%      20%     30%      40%
      * Multiple responses allowed; percents add up to more than 100%
Pre-Focus Groups Online Survey Report
                                                                                                         27

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                                             Of those who did not trust the EPA for fuel economy information,
                                             over one-fourth (27.2%) indicated in their qualitative comments
                                             that they had not thought about EPA as a source of information on
                                             fuel economy. Another 17.5% thought the EPA was biased towards
                                             its own agenda and did not think it was trustworthy. About another
                                             17% were unfamiliar with the EPA and about another 17% stated
                                             that EPA mpg estimates were not accurate and higher than real-life
                                             estimates. Ten percent indicated that the EPA  is responsible for
                                             providing accurate fuel economy and auto industry information.
                                         Why don't you consider the U.S. Environmental Protection Agency to be
                                              trusted source of information for fuel economy? (n =103)*
                                 Did not think of them as a source for information
                                             on fuel economy

                                   EPA is a biased toward their own agenda and
                                  cannot be trusted/ Don't trust the government

                                                      Not familiar with EPA
                                  EPA estimates are not accurate and higher than
                                          real-life driving estimates

                               Prefer other independent research sources such as
                                      Consumer Reports, etc. over EPA
                                     EPA is under political pressure/ EPA is biased
                                     towards carmakers, lobbyists and/or special
                                               interest groups
                                   Do not consider EPA to be an expert on autos/
                                          EPA's main focus isn't autos

                               EPA is more interested in environment than price-
                                               regulation

                                                             Don't know
                                                                 Other
                 27.2%
                                                                      0%    5%    10%   15%    20%   25%   30%
                                            * Multiple responses allowed; percents add up to more than 100%
28
EPA Fuel Economy Label Redesign

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       Most saw  the fuel economy  label and

      thought the label was fairly important

      When  asked if they remembered seeing the  fuel economy label
      when they bought their most recent new vehicle, most (88.2%) did
      remember without the aid of seeing the label in the survey. Of those
      who did not remember unaided, when shown a copy of the label
      almost all (95.9%) then remembered seeing the label.

      In regard to how important the fuel economy label  was in helping to
      choose a vehicle, the average importance score was 7.41 out of 10 (on
      a scale of 1 to 10, where 10 meant the  fuel economy label was very
      important).35 The fuel economy label was more important to those:
              The higher their new vehicle city mpg was36
              The higher their new vehicle highway mpg was37
              The more important gas mileage/fuel economy  was in
              vehicle choice38
              The more important low emissions was in vehicle choice39
              The more important alternate fuels was in vehicle choice40
              The higher their environmental concerns were41

      Most of the respondents  (83.7%) did  not think the fuel economy
      label was hard to understand or that it needed to be improved. The
      most helpful fuel economy label information was:42
              Highway mpg (more so for those with less education43)
              City mpg
              Combined fuel economy compared to other vehicles
              Expected range for most drivers in regard to highway mpg
              Expected range for most drivers in  regards to city mpg

      Other findings  regarding the helpfulness of specific fuel economy
      label information include:
              Estimated annual fuel costs information was more helpful
              to those who were younger44 and those with less education45
              Statement about 'your actual mileage will vary' was more
              helpful to those with lower income46
              Those with higher environmental concerns were more likely
              to think that all the information on the fuel economy label
              was more helpful47
3 5 Based on phases 2 and 3 data
   where the question was asked as
   a rating question (as opposed to a
   ranking question as in phase 1).

36 Tau-c = .252,p = .000

37 Tau-c = .207,p = .000

38 Tau-c = .448,p = .000

39 Tau-c = .206,p = .000

40 Tau-c = .190,p = .000

41 Tau-c = .169,p = .000

42. Based on phases 2 and 3 data
   where the question was asked as
   a rating question (as opposed to a
   ranking question as in phase 1).
43 Tau-c = -.108,p = .030

44 Tau-c = -.

45 Tau-c = -.
              = .018

              = .034

46 Tau-c = -.144,p = .003

47 Tau-c ranging from .144 to .234,
   p<.05
Pre-Focus Groups Online Survey Report
                               29

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                                           Mean  helpfulness score of fuel economy label information
                                              Highway mpg (n=264)
                                                  City mpg (n=266)
                        Combined fuel economy compared to other vehicles
                                       (n=266)
                                     Expected range Hwy mpg (n=263)
                                      Expected range city mpg (n=265)
                                     Estimated annual fuel cost (n=265)
                               Statement about 'your actual mileage will
                                          vary' (n=265)
                                Reference to fuel econony guide (n=266)
                                                              1.00  2.00  3.00  4.00 5.00  6.00  7.00  8.00 9.00 10.00

                                           Of those who thought that the fuel economy was hard to understand
                                           and needed to be improved (n=62),48 over one-fifth (21%) stated
                                           that they had  difficulty understanding the combined fuel economy
                                           section of the  label. About 15% reported that the annual fuel cost
                                           estimate reported  on the label was  not accurate (as gas prices
                                           changed over time and  across  different  locations in the county).
                                           Another 13%  reported that the expected range estimate was unclear
                                           and ambiguous.  According to them,  the label needed to  provide
                                           information on the factors that were considered to calculate the
                                           range and who represented "most drivers". About 10% indicated
                                           that the statement about the free fuel  economy guide needed to be
                                           more prominent  on the label.
        4 8  This was especially more so the
           case among those who compared
           five or more vehicles (Tau-c =
           .196, p = .000)
30
EPA Fuel Economy Label Redesign

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                                    What is hard to understand or what could be improved? (n = 62)*
                       Combined fuel economy section of the label is difficult to
                                          understand

                        Annual fuel cost estimate is not accurate (need to be
                      adjust based on varying oil prices in different parts of the
                        country, make it a scale based on a range of fuel cost.
                                    varies every month, etc.)

                      Expected range is unclear and ambiguous (add how range
                      varies with different factors, what factors are considered
                           for "most drivers", define "most drivers", etc.)


                      The statement about free fuel economy guide needs to be
                                        more prominent
                     City and highway MPG estimates are unclear (that is, what
                          speed are these based on, how have these been
                                       determined, etc.)
                                 Website reference needs to more prominent
                       Information on fuel type and its impact on MPG needs to
                                           be added
                       Information on how low tire pressure can affect mileage
                                       needs to be added.
                       There is a need for information based on different mile-
                                           cost ratios
                            Information on emission testing needs to be added
                     A statement on how the MPG ratings are developed under
                       perfect driving conditions of which you may or may not
                                   achieve, needs to be added
                                                                  Other


                                                                       0%           10%          20%

                    * Multiple responses allowed; percents add up to more than 100%
25.8%
  30%
Pre-Focus Groups Online Survey Report
                         31

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32                                                                                               EPA Fuel Economy Label Redesign

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     Motivators   and   Barriers  to
     Purchasing  Fuel  Efficient
     Vehicles
     Respondents were asked to rate how serious certain environmental
     concerns were to them, what were the top motivators and barriers
     to purchasing advanced technology vehicles, and how compelling
     specific factors were to buying a fuel efficient vehicle.

     The biggest environmental concerns were
     for toxic exhaust emissions and smog

     In regard to environmental concerns, the top two environmental
     factors of most concern were toxic exhaust emissions and smog
     (on a scale of 1 to 10, where 10 means a serious concern). Carbon
     dioxide, greenhouse  gasses, and climate change/global warming
     came in closely tied for third.49 Women were more concerned about
     all these environmental factors,50 except for smog and greenhouse
     gases where there were no significant gender differences.

     Lower fuel costs, lower vehicle prices, and better mileage
     were top motivators for purchasing alternative fuel vehicles

     When asked in an open-ended question, the following were the
     top things mentioned that would motivate respondents to seriously
     consider buying an alternative fuel vehicle: lower alternative fuel
     cost or higher gas prices (73%), lower vehicle price (60.3%), better     49 Based on phases 2 and 3 data
     mileage than a gasoline fuel vehicle (34.9 %), positive environmental       where the question was asked as
                                                         a rating question (as opposed to
     impact (29%), and  higher reliability and dependability of the       a ranking question asm phase 1).
     vehicle and vehicle parts (17.1%).
                                                       50 Cramer's V ranging from .262
                                                         to.320,p<.05.
Pre-Focus Groups Online Survey Report
33

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                                    What are the top three things that would motivate you to seriously
                                          consider buying an alternative fuel vehicle? (n = 252)*
                            Lower cost of alternative fuel / Higher gas prices  •

                                                   Lower cost of vehicle

                                     Better mileage than a gasoline vehicle

                                                 Better for environment
                                       J73.0%
                          The parts & vehicle are reliable and/or dependable

                                  Provide detail on maintenance cost / Low
                                       maintenance and repair cost

                             If alternative fuel vehicles were more attractive

                                           Good power and performance

                            Large passenger capacity/size of alternative fuel
                                             vehicle

                                              Convenience of getting fuel

                                        Tax benefit for purchasing vehicle

                          Purchasing an alternative fuel vehicle removed my
                                     dependence for gasoline
                                   60.3%
                                                           Good range

                                          Vehicle has a good safety rating

                                      Vehicle easy/comfortable to operate

                                           Convenience of getting service

                             Longer warranty and warranty of vehicle parts

                                                Long vehicle/battery life

                                                 Good resale value (ROI)  M  2.4%

                                                Manufacturer preference  |  2.0%

                                           To own the newest technology  |J  2.0%

                                                                Other
           17.1%

    J 12.3%

    I  9.5%

      8.3%

     7.5%

    6.3%

•d 6.0%

    6.0%

    6.0%

    6.0%

id 5.2%

   3.6%

J 3.2%

   3.2%
                                                                                              40.1%
                                                                     0%        20%

                           * Multiple responses allowed; percents add up to more than 100%
                    40%
60%
80%
34
                                    EPA Fuel Economy Label Redesign

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        The following are the top  things that  were reportedly preventing
        respondents  from  seriously  considering   buying  an  alternative
        fuel vehicle: high cost of vehicle  (66.3%),  expensive maintenance
        (45.8%), expensive cost of parts/battery (45%), and parts/vehicles
        are unreliable (36.8%).
                    What are the top three concerns that might prevent you from seriously
                          considering buyong an alternative fuel vehicle? (n = 249)*
                             Expensive cost of vehicle

                              Expensive maintenance

                        Expensive cost of parts/battery

                    The parts and vehicle are unreliable

                 Performance and power is questionable

                          Not enough space in vehicles

                               Inconvenient to charge

                                  Expensive fuel cost

        New technology that does not have bugs worked out

                  Alternative fuel vehicles are not stylish

                                   Vehicle is not safe

                          If the vehicle has poor range

                     Inconvenient to find alternative fuel

                                            None

                   Poor performance on miles per gallon

                Inconvenient to find maintenance service

                   Vehicle parts bad for the environment

              Limited selection of vehicle styles to choose

               Confusing to operate alternate fuel vehicle  J  2.4%

     Preferred brand does not create alternative fuel vehicle  id  2.4%

                        Poor selection of model options  • 2.0%

                                            Other



: j , ^
5.8%

E14.9%
14.1%
13.7%
_, 12.0%
_j 11.2%
{^•4 10.4%
— ^ 9.6%
— J 8.8%
__J 8.0%
«J 6.4%
•^ 6.4%
_J 5.2%
U 3.2%
id 2.8%
J 2.4%
U 2.4%
J 2.0%






































•^••V^l 27.3%































                                                 0%   10%   20%  30%  40%   50%  60%  70°/<
        * Multiple responses allowed; percents add up to more than 100%
Pre-Focus Groups Online Survey Report
35

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        51  Cramer's V ranging from .353
           to .461, p < .05

        52.  Cramer's V = .313, p = .001

        53  Tau-c = -.123,p = .047

        54  Tau-c = .107, p = .044

        55  Tau-c = .120, p = .036

        56  Tau-c = -.188,p = .000

        57  Tau-c = .115, p = .038
                                           'Saving money' and 'better for environment' the most
                                           compelling reasons or buying fuel efficient vehicles

                                           The most compelling factors for buying a fuel efficient vehicle were
                                           to save money, followed closely by because it was better for the
                                           environment,  and to reduce our  dependency on other  countries.
                                           Females found all of the items in the chart below more compelling
                                           than males,51 except for 'better for the environment' and  to 'reduce
                                           our dependency on other countries', where there were no significant
                                           gender differences.

                                           Other findings include:

                                                   Those from Charlotte, Houston and Chicago found 'better
                                                   for  the  environment'  more compelling than  those  from
                                                   Seattle.52

                                                   Those with less education found 'makes our  oil supplies
                                                   last longer' more compelling.53

                                                   Those who  drove their vehicles  more days per  week54 or
                                                   more  miles per year55 found 'to reduce the number of trips
                                                   to the gas station' more compelling.

                                                   Those who were younger56 or  who drove their vehicles
                                                   more  miles per year57 found 'to reduce our  dependency on
                                                   other  countries' more compelling.
                                                        Mean compelling score for purchasing fuel efficient vehicles
              To save money (n=173)

     Better for the environment (n=176)

Reduce our dependency on other countries
            (n=175)

  To reduce the number of trips to the gas
           station (n=174)

 Makes our oil supplies last longer (n=176)

        Reduce climate change (n=175)
                                                                                                          9.17
                               1.00 2.00 3.00 4.00 5.00 6.00 7.00 8.00 9.00 10.00
36
                                              EPA Fuel Economy Label Redesign

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       Market   Segments
       A cluster  analysis was performed58 to identify possible market
       segments from among the respondents to the online survey. Since
       the respondents were comprised of persons specifically recruited for
       the focus groups in four cities, the results of this cluster analysis do
       not represent new vehicle buyer segments in the general population.
       Nonetheless, these results  may  shed some additional light  on the
       overall issue of the content and  design of fuel economy label.

       Cluster analysis is an exploratory data analysis technique designed
       to reveal natural groupings within a collection of data59. As such,
       cluster analysis can suggest potentially useful ways of grouping
       market segments. Three clusters were identified:

              Cluster 1: 'Care more  about the environment  than fuel
              economy'  - less concerned  about fuel economy and other
              vehicle factors, but more concerned about environment (33 %)

              Cluster 2:  'Care most about fuel economy  as well as the
              environment' - most concerned about fuel economy, other
              vehicle factors, as well as environment" (44%)

              Cluster 3: 'Care less about fuel economy and the environment'
              - less concerned about  fuel economy  and  other  vehicle
              factors, and least concerned about environment" (23%)

       The following were some factors  that differentiated one  cluster
       from another, as can be seen in the  table below.
5 8 The variables in the cluster
   analysis included those dealing
   with: reported city and highway
   mpg of new vehicle, importance
   of specific factors in the
   new vehicle buying process,
   importance of fuel economy
   in vehicle buying process,
   importance of fuel economy
   label and its specific metrics
   in vehicle buying process,
   trust in EPA for fuel economy
   information, level of concern
   with environmental threats, and
   how compelling specific factors
   are in motivation to buy fuel
   efficient vehicles Because these
   different variables are measured
   on different scales (for example,
   some 10 point scales, some
   dichotomous, some interval
   as in the case of city mpg), the
   variables were standardized
   through the use of Z-score
   conversion prior to the cluster
   analysis being  performed.

59 The K-means cluster analysis
   procedure was used. This
   procedure attempts to identify
   relatively homogeneous
   groups of cases based on
   selected characteristics, using
   an algorithm that can handle
   large numbers of cases.
   Distances are computed using
   simple Euclidean distance.
   The algorithm requires one to
   specify the number of clusters.
   It provides cluster membership,
   distance information, final
   cluster centers, and analysis
   of variance F statistics. While
   these statistics are opportunistic
   (the procedure tries to form
   groups that do differ), the
   relative size of the statistics
   provides information about each
   variable's contribution to the
   separation of the groups.
Pre-Focus Groups Online Survey Report
                                37

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Cluster 1 -'Care more about the
environment than fuel economy'
(n=  127, 33%)
    Most likely to consider SUVs (57%), mid-size
    cars (38%), crossover vehicles (35%), and/or
    compact cars (20%).
    Place more importance on safety, price,
    emissions, seating capacity, towing capacity,
    and alternative fuels when choosing a new
    vehicle, as compared to Cluster 3.
    Place least importance on fuel  economy and
    the fuel economy label when choosing a new
    vehicle as compared to the other clusters.
    More likely to find the reference to the 'Free
    Fuel Economy Guide' on the fuel economy
    label to be helpful as compared to Cluster 3.
    Most likely to consider EPA a trusted source
    of fuel economy information as compared to
    the other clusters.
    Were more concerned about C02, global
    warming, green house gases, smog, toxic
    exhaust emissions, drilling for oil, and
    burning coal for electricity, as compared to
    Cluster 3; more likely to find 'better for the
    environment' and 'reduces climate change' as
    compelling in regard to buying a fuel efficient
    vehicle, as compared to Cluster 3.
    Get lower than average reported city and
    highway mpg.
    More likely to be female (54%) than male
    (46%).
    More likely to be from Seattle (35%) and
    least likely to be from Houston  (18%).
Cluster 2 -'Care most about fuel        Cluster 3 -'Care less about fuel
economy as well as the environment'   economy and the environment'
(n=  169, 44%)                            (n=92,  23%)
    Most likely to consider mid-size cars (54%),
    SUVs (53%), compact cars (37%), and/or
    crossover vehicles (34%).
    Place more importance on safety, price,
    performance, comfort, emissions, size/interior
    volume, seating capacity, towing capacity,
    appearance, features, reliability, brand,
    warranty, and alternative fuels when choosing
    a new vehicle, as compared to other clusters.
    Place most importance on fuel economy and
    the fuel economy label when choosing a new
    vehicle as compared to the other clusters.
    Most likely to find estimated annual fuel
    costs, city mpg, highway mpg, combined fuel
    economy comparison scale, expected city
    mpg range, expected  highway mpg range,
    the statement about 'your actual mileage
    will  vary' and the reference to the 'Free Fuel
    Economy Guide'  on the fuel economy  label to
    be helpful as compared to the other clusters.
    More likely to consider EPA a trusted source
    of fuel economy  information as compared to
    Cluster 3.
    Were most concerned about C02, global
    warming, green house gases, smog, toxic
    exhaust emissions, drilling for oil, and
    burning coal for electricity, as compared  to
    the other clusters; most likely to find 'better
    for the environment' and  'reduces climate
    change' as compelling in regard to buying a
    fuel  efficient vehicle, as compared to other
    clusters.
    Get  higher  than average reported city mpg
    and somewhat higher than average reported
    highway mpg.
    More likely to be female (57%) than
    male (43%).
    Most likely to be from Chicago  (31%)  and
    least likely  to be  from Seattle (15%).
Most likely to consider SUVs (47%), mid-size
cars (39%), crossover vehicles (24%), and/or
compact cars (23%).
Place more importance on performance,
comfort, appearance, and brand when
choosing a new vehicle, as compared to
Cluster 1.
Place more importance on fuel economy and
the fuel economy label when choosing a new
vehicle as compared to Cluster 1.
More likely to find city mpg, highway mpg,
combined fuel economy comparison scale,
expected city mpg range, expected highway
mpg range, and the statement about 'your
actual mileage will vary' on the fuel economy
label to be helpful as compared to Cluster 1.
Least likely to consider EPA a  trusted source
of fuel economy information as compared to
the other clusters.
Were least concerned about C02, global
warming, green house gases,  smog, toxic
exhaust emissions, drilling for oil, and
burning coal for electricity, as  compared to
the other clusters; least likely to find 'better
for the environment' and  'reduces climate
change' as compelling in regard to buying a
fuel efficient vehicle, as compared to other
clusters.
Get higher than average reported  city mpg
and somewhat higher than average reported
highway mpg.
More likely to be male (62%) than female
(38%).
Most likely to be from Charlotte (32%) and
about equally likely to be from Houston
(25%), Chicago (22%), or Seattle (22%).

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Appendix  -   Phase   3   Survey  Questions
 Introduction
 Thank you very much for agreeing to participate in one of our focus groups. As a person who recently purchased a rtew vehicle, your
 opinions are very important to us. This brief survey will allow you to share some of your opinions before the focus groups and allow us to use
 our time together most productively. All your responses will be completely confidential and will only be reported in combination wtth those of
 other focus grcLa Daiticipants.

 The survey will take about 12 to 15 minutes cf youi time and  s best viewed by maximizing your computer screen. Please be sure to scroll
 down to the bottom of each page and click the "Next" button to proceed. The bar at the bottom of each page tells you how much cf the
 su'-vey you have completed. The survey >s programmed so that if you need to stop and complete >t at a later time you will be brought back
 tc i/ne-e yoi !•=-- c ft". Pkai e :li :l  L  :r*  Bt - -^ -?i- c c - - -~ : i_  . e .  T : - it .-MI mnmnmrm tt I be ia-. ec in c j  r st^bs j^. L re ^ , :. L |-^ . ^
 clicked "Done", you will not be able to make any changes.

 Please complete the survey at least 2 days before your scheduled focus group. Thank you for sharing your opinions and we look forward to
 meeting you in person"
 Focus Group Information
  * 1. Please indicate your full name here

 Focus Group Information

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    2. Please indicate the focus group you will be attending.




    (^) Seattle - 5/17 (6:OO pm - 8:00 pm)




    (^) Seattle - 5/17 <6:1S pm • 10:15 pm)




    Q Seattle - 5/16 (6:OO pm - 8:00 pm)




    (2) Seattle - 5/16 (6:15 pm - 10:15 pm)




    Q Chartotte - 5/19 (6:00 pm - 6:00 pm)




    £) Charlotte - 5/19 <8:15 pm - 10:15 pm)




    O Charlotte - 5/20 (6:OO pm - 8:00 pm)




        .  ,  tta-l/aO  .I'."-   !':. 1 r .• . .




    O Houston - 5/24 (6 00 pm - 8:00 pm)




    O Houiton - 5/24 (8.15 pm - 10:15 pm)




    £) Houiton - S/25 (6 OO pm - 8:OO pm)




    £} Houston - 5/25 (6.15 pm - 10:15 pm)




    (^) Chicago - S/26 (6:OO pm - 8:OO pm)




    (^) Chicago - 5/26 (8:15 pm - 1O:1S pm)




    £) Chicago - 5/27 (6:OO pm - 8:OO pm)




    () Chicago - 5/27 (8:15 pm - 10.15 pm)
Vehicle Information
In this section we are interested in the type of nen vehicle  you purchased most recently during the last 12 months.

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   3. How often do you typically purchase a new vehicle?

   CJ Ev«ry y«»l

   Q J Ev«ry 2 y««ra

   (_) Ev«ry 3

   £) Ev«ry 4

   (_) Ev«ry S y«»ri

   (J Longer lh«n «««ry 5 v«*ri
Vehicle Information
   4. When did you purchase your most recent new vehicle?
   (^) L«« 3 months
   ^) 
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   7. In a typical week, how many days is your new vehicle driven?

   o«
   o
   o
   o«
   o«
   8. In a typical week, for what trip purposes do you use your new vehicle? (check all that apply)



      I Tr«vtl lo or from work



      I Travel to or from sctvool



     J Errands/shopping



     _| Non-commute wrork-ralatad tr»v«l



      I Recreational or •ntvrtammant actfvibal



     J Visit famlry or friends



     _] M«dic»l appomtrrxnts



     ~| Oth«r
Vehicle Information
   9. Are you the principal driver of this vehicle?
Vehicle Information

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   10. About how many miles per year is this vehicle driven?
      0-9,000 m.l«»

      9,001-12,000 mll«i

      12,001-15,000 n le:

      15,001-20,000 fTul«s

      Mor* then 20.000 mil««
Process of Selecting Vehicle
Here we're interested in the process you used to choose your most recent new vehicle.

   11. Thinking about the vehicle you purchased new most recently, briefly describe the method that you
   used to decide which vehicle to buy? (If a person in addition to yourself [such as a spouse, partner,
   family  member, friend, etc.] was involved in the decision,  please describe their involvement.)
Process of Selecting Vehicle

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12. Thinking about this vehicle
, please
rate each of the
they were in your decision to buy this vehicle.
important at all' and 10 being '



Emission!
Gas mileage / Fuel economy
•rice / Afrordabdlty
Towing capacity
Comfortable to drive
Other (specify balowi
Site / interior volume
Seating capacity
Brand name


Safety
Reliability/repair costs
Performance / Handling / Power
Warranty
Alternative fuels
Interior and exterior appearance
If you chose 'other' above, please specify
following factors
(Please use a
scale of
1 to
in regard
10, with
to how
1 being
important
'not

very important'.)
i
Important
•tell
0
0
o
o
:
0
o
o
o
o
•
o
o
o
0
o


2

O
•:'_•
O
o
o
0
o
o
o
o
o
o
o
o
0
o


:

O
o
o
0
o
0
'
o
o
o
o
o
o
0
g
o


i

0
0
o
o
o
0
0
o
0
o
o
o
0
0
o
o


'

0
0
o
o

o
0
o
o
o
'
0
o
0
o
o


•

0
0
0
o
o
0
o
o
o
o
o
o
o
0
o
o


-

0
0
o
o
o
0
o
o
0
o
o
o
o
o
0
o




0
0
o
o
o
0
•
o
.•
o
o
0
0
0
o
0


-

0
0
o
0
o
0
o
o
0
o
o
0
0
0
o
o


10 - very
important
0
0
o
o
o

0
o
0
o
o
0
0
0
0
o

1 Process of Selecting Vehicle


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   13. How long before your purchase did you start researching vehicle information?




    '^ J Lisa then l w««k b*for*




    (_) 1 M««k before




    £) 2-3 weeks before




    Q_) 1 month before




    Q_) 2-3 months before




    Q_) 4-6 months b«for«




    Q^ 7-9 months 6«for«




    ^) 10-12 months b«for«




    Q""J More then • v««r b«for«




    L   Did not research vehicle information
   14. Did you have a specific type of vehicle in mind when you first started looking for a new vehicle?
       Don't know
Process of Selecting Vehicle

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I-
    15. Which types of vehicles did you seriously consider when you first started looking for a new vehicle?
    (Check all that apply.)

    |   | Sports car                                           ^| Sport utility vehicle (SUV)

      _j Subcompact Car                                        J Crossover

       I Compact ear                                           I Pickup truck

       I Midsize car                                            I Minivan

       I Large car                                             I Full-size van

       | Station wagon                                          ] Other
 Process of Selecting Vehicle
    16. Was this the same type of vehicle you ended up purchasing?
    O-*
    o«
    17. If no, why not?
 Process of Selecting Vehicle
    18. How many vehicles did you compare before making your decision?
        Juit considered 1 mik* and mod«i
     o
5 or more

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Process of Selecting Vehicle
   19. Please list the vehicles you did consider before making your final purchase decision? (For example
   Honda Accord EX-V6.)
   i
   -
   :
   I
   :

   20. Was there a common factor or attribute across all the vehicles you listed above that drew you to
   those specific vehicles?
Process of Selecting Vehicle
   21. What was that common factor(s) of attribute(s)that drew you to those specific vehicles?
   .• i
   12
   • :
Process of Selecting Vehicle
   22. What or who did you rely on the most when deciding which vehicle to purchase?
Role of Fuel Economy in Vehicle Purchase
Now we're interested in how you thought about fuel economy when you shopped for your most recently purchased ne»- vehicle.

-------
   23. On a scale of 1 to 10, where 1 is 'not important at all' and 10 is 'very important', how important a
   consideration was fuel economy when choosing your new vehicle?
                          1 • Not
                        Important at
                           ail
   Level of importance
o     o      o      o      o      o      o      o
Role of Fuel Economy in Vehicle Purchase
   24. Before buying your most recent new vehicle, did you search for information about fuel
   economy/fuel consumption?
                                             10 » V«ry
                                             Important
                                               o
      Don't know
Role of Fuel Economy in Vehicle Purchase
   25. Where did you search for information on fuel economy/fuel consumption? (please check all that
   apply)
      I environmental organization

      I Fuel economy label on vehicle!

     J Manufacturer*' Web Sites

     J Consumer Report!

      \ Auto magazine (e.g. Car & Driver, Road ft Tiack. Motor Trend)
[  | Other (please specify below)

|  | Auto dealers

  J Television adi

  J Asked others who have similar vcl nlc

 ~ Radio ads
     ~J Government Web sites (e.g. fueleeonomy.gov, EPA Green Vehicle Guide)    J Newspapers
       Edmunds.com

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   26. If you searched other places for this information, please specify where.
Role of Fuel Economy in Vehicle Purchase
   27. Who do you consider a trusted source of fuel economy information?

Role of Fuel Economy in Vehicle Purchase
   28. Do you consider the U.S. Environmental Protection Agency a trusted source of information for fuel
   economy?
      >.
   o-
   29. If yes, why?
   30. If no, why not?
Use of Fuel Economy Label
We are interested in your thoughts about the fuel economy label as a source zf information.

-------
en
O
             31. Do you remember seeing the fuel economy label on vehicle windows when shopping for your most

             recent new vehicle ?
             ON.


             O"
                Don't kno*
          Use of Fuel Economy Label

-------
This is where the fuel economy label is usually found.

-------
   32. Do you remember seeing the fuel economy label?
   O-
      Don't know
Use of Fuel Economy Label
   33. On a scale of 1 to 10, where 1 is 'not important at all' and 10 is 'very important', how important was
   the fuel economy label in helping you to choose the make and model of your most recent new vehicle ?
                      1 - Not
                               2      3       4       5       6      7       B
                                                                                  *
   L.v.,of(mport.nc.
Q
G     O      O     O     ''_".     O      O     O

Use of Fuel Economy Label
         EPA Fuel Economy Estimates
                        19* if A mctnoda be^fmno win 2O03 i
     CITY MPG
      18
           .«•
                 HIGHWAY MPG
   ••limited
 Annual Fuel Co»t
   52,039
 tMMKntSOOntnlm
                       Ovrablrad fm* bwMmr
                           rm.*.^!.
                            2 1
                                              tho* yOi
                                          1     ' .
                                           ycMr wtfvtta

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   34. Thinking about the information shown on the label, please rate each piece of information in regard
   to how helpful it was to you in choosing your vehicle. (Please use a scale of 1 to 10, with  1 being 'not
   helpful at all' and 10 being 'very helpful'.)
                                                                  1 - not

                                                                  helpful 2
                                                                                                         10-
                                                                                                        he pfj
Statement Your actual mileage «n|i vary depending on hew you dn»a and maintain your vehicle'

Expected rang* for most drivers in ragard to crty mpg
Eitimatid annual fuel cost

Combmad fuat aconomy comparlicn to otltar vatilelas In tha valilcla class

Expcctad range for most drivers m regard to highway mpg

Refarance to tut  Fr«e Tual Economy Guide at dealers or www.fualaconomy.gov'

Oty mpg
Use of Fuel Economy Label
           EPA Fuel Economy Estimates
      CITY MPG
       18
                                  • ' I
                           ••UfMteeJ
                         Annual Fiwl Cost
                                             1 IHWM  MPG
                              52,039

                                                 -  :


                                                 *1  70 ,
                                 21
                                                                   (_}  \^_J  Cj  Q_)  Q_) (_)  Q_)  (_)  (_)  C.)
                                                                   OOOOOOOOOO
                                                                   0000000000
                                                                   OOOOOOOOOO
                                                                   OOOOOOOOOO
                                                                   OOOOOOOOOO
                                                                   OOOOOOOOOO

-------
   35. Is there anything on the fuel economy label that is hard to understand or that could be improved?
Use of Fuel Economy Label
          EPA Fuel Economy Estimates
      CITY MPG
       18
       .-
r»nect 10* u * nwtnod* b» jnr* r 9 wrin 1KXJ* nxxtot*

                     HIGHWAY MPG
   Annual Fuel Cost

     52,039

                                     Tiljtf dtluv*
                        /1  » MPS

   36. What is hard to understand or what could be improved?
Types of Advanced Technology Vehicles
This page is for educational purposes in O''eoaration for your participation ir the focus group. Four types of advanced technology vehicles
are either already available or will be in the near future:
• Hybrid Vehicles use a gasoline engine as well as an electric motor to propel the vehicle. However, power for the electric motor
conies from a battery that is charged by the gasoline engine and by "recovering" the energy from the decelerating and braking

-------
action of the vehicle. Therefore the only fuel a hybrid vehicle uses is gasoline, either to propel the vehicle or to charge the
battery.

• Electric Vehicles use electricity stored in batteries to propel the vehicle. You charge the battery by plugging your vehicle into
an electrical outlet. This could be a standard electric outlet or a high voltage custom-installed charging station for more rapid
charging. Like hybrid vehicles, energy recovered from braking and decelerations can be used to charge the battery. The vehicle
travels until the charge is depleted or you re-charge it. You do not have the option to run it on gasoline.

• Extended Range Electric Vehicles have two modes of operation, when the battery is charged and when it isn't. 1) Once
charged, the car uses all the electricity, then it turns on the gasoline engine. 2) When it's discharged, it works like a hybrid-
battery gets recharged when driving and braking. Therefore, when discharged it uses gasoline, either to propel the vehicle or to
charge the battery. Important: daily driving distance can GREATLY affect amount of gasoline used. Can go all the way from zero
gasoline (if shorter commutes and plenty of recharging) to entirely gasoline (if longer drives and no recharging).

• Plug-in Hybrid Electric Vehicles work like an Extended Range Electric Vehicle in that it has two modes of operation—when
battery is charged and when it isn't, but: 1) When it's charged, the car uses up the charge along with the gasoline — may use
both at once, may or may not have periods of using just electricity. 2) When it's discharged, \vorks like a hybrid — battery gets
recharged when driving and braking. Therefore, when discharged it uses gasoline, either to propel the vehicle or to charge the
battery. Important: daily driving distance can GREATLY affect amount of gasoline used.
Motivators and Barriers to Purchasing  Fuel Efficient Vehicles
   37. What are the top three things that would motivate you to seriously consider buying a fuel efficient
   vehicle?
   M
   n
   »3
   38. What are the top three concerns that might prevent you from seriously considering buying a fuel
   efficient vehicle?
   #3

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39. For each of your concerns described above, what could be changed or what would you need to
know to resolve those concerns such that you would seriously consider buying a fuel efficient vehicle?
n
n
n





































Motivators and Barriers to Purchasing Fuel Efficient Vehicles
40. Please rate each of the following on a scale of 1 to 10 (with 1 being 'not compelling at all' and 10
being a 'very compelling') in regard to how compelling they are to buying a fuel efficient vehicle.
1 - not



Better for the environment
To save money
Makes our oil supplies lest
longer
Reduces cllrnatt change
To reduce the number of trips

Reduce our dependency on

Other (please specify below)
41. If you answered


compelling
ai all
O
O
0
0
O

o

0
•Other"


_

O
0
o
0
o

0

0
above.


-

O
0
0
o
o

o

o
please


4 5


I

o o o
000
o o o
O O 0
000


O 0 0


O O 0
specify here.




-

O
0
o
o
o

o

o



1

0
0
o
o
o

0

0



-

o
;
o
o
0

o

0


10 - viry

compelling
O
o
0
o
o

o

o


Environmental Issues
' 	

-------
42. Please rate each of the following environmental concerns
concern at all' and 1O being a 'serious concern'.)
1 - not •
concern mt 2 3 4 5

Greenhouse gases
Burning coal fo» electricity
Drilling for o.l
Climate change/global warming
Toxic eihaust emissions
Carbon Dioxide {CO 2)
Smog
all
O
0
0
o
0
o
o

0
o
o
o
o
0
o

0
0
0
o
o
0
o

0
0
0
o
o
0
o

0
o
0
o
0
0
o
on a scale of 1 to 10 (with 1 being "not a
7 , 9 lO.-nou,
concern

0
1
0
o
o
o
o

o
0
o
o
0
0
o

o
o
o
0
o
o
o

o
0
0
o
o
o
o

o
0
o
o
o
o
o
Demographics
In this section we would like to know a littie bit about you, Please remember that a!
43. How many working
0
o
C ) 5 or more
vehicles



does



your



household



have?



of your




answers are




strictly confidential.













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   44. How many licensed drivers in your household?
   o
   o
   O'
    _  5 or mofi


   45. What is your gender?
       Female


   46. Which of the following

   ranges includes your age?

   Q 20-24         Q 45-54


   O 2S M         O
       35-44
                      65 or over
Demographics
   47. What is the highest level of education you have completed?

   \_J Less than high school                                     fj College graduate (Bachelor's degree or equivalent)

   f) High school diploma or GED                                 Q_) Postgraduate degree (Masters. Doctorate, Lam. Medical)


   Cj Some college / AA degree / Technical school degree

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48. Which of the following categories includes your household's total
2009 income (before taxes)?
L«JJ than $15,000

$15,000 to less than $25,000

$25,000 to lau than $50,000

$50,000 to less than $75,000
                                             $75.000 to »•« than S100.000

                                         Q S100.000 to Itsi than $125.000

                                         Q $125,000 to l«»i than $150,000

                                         () $150,000 or mor«

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