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Route Choice Variability:
A reactive or proactive decision?




David J Simpson
PhD Research Student
Variability Happens
• Habitual travel behaviour is characterised not
  solely by repetition but also by variability (Hanson
  & Huff 1990)




Variability Happens
• Habitual travel behaviour is characterised not
  solely by repetition but also by variability (Hanson
  & Huff 1990)
• Some definitions of habit
   – “recurring manner of response to a given
     situation” (Reading 1977)
   – “regularly repeated action on the part of an indivudal that
     is learnt and is observable to others” (Newcomb 1964)
   – Involves “accommodation, adaptation and
     adjustment” (Popplestone & McPherson 1988)


Variability Happens
Travel Variation
• Habitual travel have many variable characteristics
  – mode
  – journey-chain
  – reference to chosen path (route)




Travel Variation
• Habitual travel have many variable characteristics
   – mode
   – journey-chain
   – reference to chosen path (route)

• Historically less work has been undertaken
  surrounding spatial variations of habitual travel
   – Recent renewed interest now the data is available
     although it is largely road based.



Travel Variation
Categorising Travel Variation
• Huff & Hanson (1986) have shown that variation
  exists




Categorising Travel Variation
• Huff & Hanson (1986) have shown that variation
  exists

• Hanson & Huff (1990) later proposed to
  differentiate among three very different sources of
  variation, later expanded by Kitamura et al (2006)
  – Systematic
  – Ephemeral
  – Structural



Categorising Travel Variation
Travel Survey Methodology
• Travel surveys have a long history in academic
  research
  – Travel diaries are dominant despite some issues
     •   Non response
     •   Drop-off
     •   Trip ommission
     •   Human error




Travel Survey Methodology
• Travel surveys have a long history in academic
  research
  – Travel diaries are dominant despite many problems
     •   Non response
     •   Drop-off
     •   Trip ommission
     •   Human error
• GPS Methodology offers new opportunities
  – Methodology becoming increasingly important despite
    it’s own problems
     • Cold Starts
     • Urban Canyon

Travel Survey Methodology
Ipsos MORI
• Ipsos MORI are the second largest media research
  firm in the UK
  – Working on a project measuring twenty thousand
    participants for ten days over three years.
  – Offered this data to UCL




Ipsos MORI
Is a ten day methodology period enough?
• No literature to indicate the frequency variations
  are undertaken




Is a ten day methodology period enough?
• No literature to indicate the frequency variations
  are undertaken
• Typical placement of Ipsos MORI’s devices capture
  six weekdays and four weekend days
  – Unknown whether this is sufficient to analyse travel
    variability




Is a ten day methodology period enough?
• No literature to indicate the frequency variations
  are undertaken
• Typical placement of Ipsos MORI’s devices capture
  six weekdays and four weekend days
  – Unknown whether this is sufficient to analyse travel
    variability
• Focus Group methodology used to gain qualitative
  information as to the nature of individual travel
  behaviour
  – including frequencies of travel repetition and variability


Is a ten day methodology period enough?
• Nineteen participants over four focus groups
• Three locations
  – London (2)
  – Manchester
  – Liverpool
• Snowballing recruitment method used




Focus Groups
• Nineteen participants over four focus groups
• Three locations
   – London (2)
   – Manchester
   – Liverpool
• Snowballing recruitment method used

• All types of variation were alluded to in the focus
  groups


Focus Groups
• Work was the most common type
• Exercise the second most common type
  – All trips were spatially/temporally similar




Results: Systematic Variation
“It varies in the week but its three times a week.”
Participant M (male, non-driver, 18-24, Manchester)




Results: Systematic Variation
“Yep, play football down in Oval. So usually travel by
the tube from, er, from Farringdon” “roughly the same
     time give or take an hour, every Monday and
 Wednesday.” Participant K (male, non-driver, 18-24,
                        London).




Results: Systematic Variation
• Events included
  – Moving house
  – Change in work location/status
  – Changes in routes available




Results Structural Variation
•   Weather
•   Delays on Public Transport (non drivers)
•   Traffic (drivers)
•   Reducing the physical effort (laziness)




Results Ephemeral Variation
“I actually take different routes - to mix it up a bit. … I
    normally go Canada Water to Green Park then
  Victoria Line up to Euston or Warren Street, or I go
     Canada Water to London Bridge and take the
    Northern Line to Euston, and sometimes if I am
     feeling really lazy I take the Jubilee Line from
      Canada Water to Baker Street and take the
Hammersmith or Metropolitan Line to Euston Square
just because it is a bit closer to my office - which isn’t
   a very good reason because it actually takes me
longer. But it is interesting to mix it up.” Participant B
              (male, driver, 18-24, London).
Results: Ephemeral Variation
• Hanson & Huff (1990)
  – Systematic
  – Ephemeral
  – Structural




Categorising Travel Variation
Categorising Travel Variation
• Participants were often not specific in their
  systematic and ephemeral variations
   – “a couple of times per year”
   – “a couple of times per month”
   – “a couple of times per week”
      • All common phrases used in the focus groups
• Exercise is an especially good example
• “Sporadic” mentioned by three participants




Frequency of Variations
• All focus group participants gave evidence of
  habitual travel variability
  – evidence route variability is taking place
• Complex nature of variations required an
  expansion of Hanson & Huff’s (1990) work for
  successful and meaningful categorisation
• Estimates of frequency from the participants are
  often the best available.
• Ipsos MORI’s ten day methodology is too short to
  fully comprehend habitual travel variability

Conclusions
•   Hanson, S. & Huff, J. (1990) Measurement of habitual behaviour: Examining
    systematic variability in reptitive travel IN Jones, P. (ed) Developments in
    Dynamic and Activity-Based Approaches to Travel Analysis; Gower: Aldershot,
    UK. (pgs 229-249).
•   Huff, J. & Hanson, S. (1986) Repetition and variability in urban travel,
    Geographical Analysis 18, 97-114.
•   Kitamura, R., Yamamoto, T., Susilo, Y.O. & Axhausen, K.W. (2006) How routine
    is a routine? An analysis of the day-to-day variability in prism vertex location,
    Transportation Research A 40, 259-279.
•   Newcomb, T.M. (1964) Habit IN Gould, J. & Kolb, W. (eds) A Dictionary of the
    Social Sciences, Tavistock: Norwich, UK.
•   Popplestone, J.A. & McPherson, M.W. (1988) Dictionary of Concepts in
    General Psychology, Greenwood Press: Westport CT, USA.
•   Reading, H.F. (1977) A Dictionary of the Social Sciences, Routledge & Kegan
    Paul: Guildford, UK.


References
Slides and contact details are found at
http://about.me/simpsdj

d.simpson@ucl.ac.uk

Thank you for your time




Thank You
Slides and contact details are found at
http://about.me/simpsdj

d.simpson@ucl.ac.uk

Thank you for your time




Any questions?
Thank You

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20110106 utsg route choice variability; proactive or reactive

  • 1. Route Choice Variability: A reactive or proactive decision? David J Simpson PhD Research Student
  • 3. • Habitual travel behaviour is characterised not solely by repetition but also by variability (Hanson & Huff 1990) Variability Happens
  • 4. • Habitual travel behaviour is characterised not solely by repetition but also by variability (Hanson & Huff 1990) • Some definitions of habit – “recurring manner of response to a given situation” (Reading 1977) – “regularly repeated action on the part of an indivudal that is learnt and is observable to others” (Newcomb 1964) – Involves “accommodation, adaptation and adjustment” (Popplestone & McPherson 1988) Variability Happens
  • 6. • Habitual travel have many variable characteristics – mode – journey-chain – reference to chosen path (route) Travel Variation
  • 7. • Habitual travel have many variable characteristics – mode – journey-chain – reference to chosen path (route) • Historically less work has been undertaken surrounding spatial variations of habitual travel – Recent renewed interest now the data is available although it is largely road based. Travel Variation
  • 9. • Huff & Hanson (1986) have shown that variation exists Categorising Travel Variation
  • 10. • Huff & Hanson (1986) have shown that variation exists • Hanson & Huff (1990) later proposed to differentiate among three very different sources of variation, later expanded by Kitamura et al (2006) – Systematic – Ephemeral – Structural Categorising Travel Variation
  • 12. • Travel surveys have a long history in academic research – Travel diaries are dominant despite some issues • Non response • Drop-off • Trip ommission • Human error Travel Survey Methodology
  • 13. • Travel surveys have a long history in academic research – Travel diaries are dominant despite many problems • Non response • Drop-off • Trip ommission • Human error • GPS Methodology offers new opportunities – Methodology becoming increasingly important despite it’s own problems • Cold Starts • Urban Canyon Travel Survey Methodology
  • 15. • Ipsos MORI are the second largest media research firm in the UK – Working on a project measuring twenty thousand participants for ten days over three years. – Offered this data to UCL Ipsos MORI
  • 16.
  • 17.
  • 18.
  • 19. Is a ten day methodology period enough?
  • 20. • No literature to indicate the frequency variations are undertaken Is a ten day methodology period enough?
  • 21. • No literature to indicate the frequency variations are undertaken • Typical placement of Ipsos MORI’s devices capture six weekdays and four weekend days – Unknown whether this is sufficient to analyse travel variability Is a ten day methodology period enough?
  • 22. • No literature to indicate the frequency variations are undertaken • Typical placement of Ipsos MORI’s devices capture six weekdays and four weekend days – Unknown whether this is sufficient to analyse travel variability • Focus Group methodology used to gain qualitative information as to the nature of individual travel behaviour – including frequencies of travel repetition and variability Is a ten day methodology period enough?
  • 23. • Nineteen participants over four focus groups • Three locations – London (2) – Manchester – Liverpool • Snowballing recruitment method used Focus Groups
  • 24. • Nineteen participants over four focus groups • Three locations – London (2) – Manchester – Liverpool • Snowballing recruitment method used • All types of variation were alluded to in the focus groups Focus Groups
  • 25. • Work was the most common type • Exercise the second most common type – All trips were spatially/temporally similar Results: Systematic Variation
  • 26. “It varies in the week but its three times a week.” Participant M (male, non-driver, 18-24, Manchester) Results: Systematic Variation
  • 27. “Yep, play football down in Oval. So usually travel by the tube from, er, from Farringdon” “roughly the same time give or take an hour, every Monday and Wednesday.” Participant K (male, non-driver, 18-24, London). Results: Systematic Variation
  • 28. • Events included – Moving house – Change in work location/status – Changes in routes available Results Structural Variation
  • 29. Weather • Delays on Public Transport (non drivers) • Traffic (drivers) • Reducing the physical effort (laziness) Results Ephemeral Variation
  • 30. “I actually take different routes - to mix it up a bit. … I normally go Canada Water to Green Park then Victoria Line up to Euston or Warren Street, or I go Canada Water to London Bridge and take the Northern Line to Euston, and sometimes if I am feeling really lazy I take the Jubilee Line from Canada Water to Baker Street and take the Hammersmith or Metropolitan Line to Euston Square just because it is a bit closer to my office - which isn’t a very good reason because it actually takes me longer. But it is interesting to mix it up.” Participant B (male, driver, 18-24, London). Results: Ephemeral Variation
  • 31. • Hanson & Huff (1990) – Systematic – Ephemeral – Structural Categorising Travel Variation
  • 33. • Participants were often not specific in their systematic and ephemeral variations – “a couple of times per year” – “a couple of times per month” – “a couple of times per week” • All common phrases used in the focus groups • Exercise is an especially good example • “Sporadic” mentioned by three participants Frequency of Variations
  • 34. • All focus group participants gave evidence of habitual travel variability – evidence route variability is taking place • Complex nature of variations required an expansion of Hanson & Huff’s (1990) work for successful and meaningful categorisation • Estimates of frequency from the participants are often the best available. • Ipsos MORI’s ten day methodology is too short to fully comprehend habitual travel variability Conclusions
  • 35. Hanson, S. & Huff, J. (1990) Measurement of habitual behaviour: Examining systematic variability in reptitive travel IN Jones, P. (ed) Developments in Dynamic and Activity-Based Approaches to Travel Analysis; Gower: Aldershot, UK. (pgs 229-249). • Huff, J. & Hanson, S. (1986) Repetition and variability in urban travel, Geographical Analysis 18, 97-114. • Kitamura, R., Yamamoto, T., Susilo, Y.O. & Axhausen, K.W. (2006) How routine is a routine? An analysis of the day-to-day variability in prism vertex location, Transportation Research A 40, 259-279. • Newcomb, T.M. (1964) Habit IN Gould, J. & Kolb, W. (eds) A Dictionary of the Social Sciences, Tavistock: Norwich, UK. • Popplestone, J.A. & McPherson, M.W. (1988) Dictionary of Concepts in General Psychology, Greenwood Press: Westport CT, USA. • Reading, H.F. (1977) A Dictionary of the Social Sciences, Routledge & Kegan Paul: Guildford, UK. References
  • 36. Slides and contact details are found at http://about.me/simpsdj d.simpson@ucl.ac.uk Thank you for your time Thank You
  • 37. Slides and contact details are found at http://about.me/simpsdj d.simpson@ucl.ac.uk Thank you for your time Any questions? Thank You

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