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Differentiating a rural tourism
website based on user´s travel
          motivations
            Juho Pesonen

     Centre for Tourism Studies,
     University of Eastern Finland




             ENTER 2012 Research Track   Slide Number 1
Agenda
• Introduction
   – Problem
   – Previous research
   – Research questions
   – Contribution

• Data and methods
• Results


                          ENTER 2012 Research Track   Slide Number 2
Introduction
• Importance of market segmentation research
  in tourism
  – Plethora of studies and literature reviews
  – Different ways of doing segmentation research
  – Marketing management perspective
• Gap between segmentation theory and
  practice (Dibb & Simkin 2009)
• Segmentation important in website design
  (Perdue 2001)
                  ENTER 2012 Research Track   Slide Number 3
Earlier research
• Both data driven and common sense
  segmentation in tourism
• Focus on finding segments
• What it means to segment tourists in online
  context?
  – Automatic data mining and analysis
• Measuring performance of segmentation
  results
                 ENTER 2012 Research Track   Slide Number 4
Research questions
• RQ1: What has been the impact of the Internet
  and digital on the application and role of
  segmentation in tourism?
• RQ2: What kind of rural tourist segments can be
  found among rural tourists that use Internet to
  plan or book their holiday?
• RQ3: How reliable and valid motivation
  segmentation results are?
• RQ4: How can a website be differentiated to serve
  different segments and how effective the
  differentiation is?
                   ENTER 2012 Research Track   Slide Number 5
Contribution
• Bridging the gap between segmentation
  theory and practice.
• Measuring segmentation effectiveness.
• Measuring segmentation quality.




                ENTER 2012 Research Track   Slide Number 6
Data and methods
• Two surveys on the largest Finnish rural
  tourism website www.lomarengas.fi
  – Summer 2009, spring-summer 2011
• 727 and 1776 valid filled questionnaires
• Segmentation based on travel motivations
  – Large number of validating questions to
    examine difference between segments


                  ENTER 2012 Research Track   Slide Number 7
Data and methods
• Cluster analysis
• Discriminant analysis
• Comparative analysis




                ENTER 2012 Research Track   Slide Number 8
The results
• Slight increase in segmentation studies and
  ICT in 21st century
  – Internet is just another information source
    among others.
  – No performance measures using new tools such
    as website log files.
• Four segments: Home region tourists,
  Wellbeing tourists, Family travellers, Social
  travellers
                 ENTER 2012 Research Track   Slide Number 9
The results
• Segments exist but for example k-means
  cluster analysis fails to predict segment
  sizes.
• Very difficult to differentiate a
  accommodation search engine for different
  segments.
  – Performance unknown at this point.


                 ENTER 2012 Research Track   Slide Number 10
Thank you!
• Juho.pesonen@uef.fi
• Questions / comments?




               ENTER 2012 Research Track   Slide Number 11

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Enter 2012 phd

  • 1. Differentiating a rural tourism website based on user´s travel motivations Juho Pesonen Centre for Tourism Studies, University of Eastern Finland ENTER 2012 Research Track Slide Number 1
  • 2. Agenda • Introduction – Problem – Previous research – Research questions – Contribution • Data and methods • Results ENTER 2012 Research Track Slide Number 2
  • 3. Introduction • Importance of market segmentation research in tourism – Plethora of studies and literature reviews – Different ways of doing segmentation research – Marketing management perspective • Gap between segmentation theory and practice (Dibb & Simkin 2009) • Segmentation important in website design (Perdue 2001) ENTER 2012 Research Track Slide Number 3
  • 4. Earlier research • Both data driven and common sense segmentation in tourism • Focus on finding segments • What it means to segment tourists in online context? – Automatic data mining and analysis • Measuring performance of segmentation results ENTER 2012 Research Track Slide Number 4
  • 5. Research questions • RQ1: What has been the impact of the Internet and digital on the application and role of segmentation in tourism? • RQ2: What kind of rural tourist segments can be found among rural tourists that use Internet to plan or book their holiday? • RQ3: How reliable and valid motivation segmentation results are? • RQ4: How can a website be differentiated to serve different segments and how effective the differentiation is? ENTER 2012 Research Track Slide Number 5
  • 6. Contribution • Bridging the gap between segmentation theory and practice. • Measuring segmentation effectiveness. • Measuring segmentation quality. ENTER 2012 Research Track Slide Number 6
  • 7. Data and methods • Two surveys on the largest Finnish rural tourism website www.lomarengas.fi – Summer 2009, spring-summer 2011 • 727 and 1776 valid filled questionnaires • Segmentation based on travel motivations – Large number of validating questions to examine difference between segments ENTER 2012 Research Track Slide Number 7
  • 8. Data and methods • Cluster analysis • Discriminant analysis • Comparative analysis ENTER 2012 Research Track Slide Number 8
  • 9. The results • Slight increase in segmentation studies and ICT in 21st century – Internet is just another information source among others. – No performance measures using new tools such as website log files. • Four segments: Home region tourists, Wellbeing tourists, Family travellers, Social travellers ENTER 2012 Research Track Slide Number 9
  • 10. The results • Segments exist but for example k-means cluster analysis fails to predict segment sizes. • Very difficult to differentiate a accommodation search engine for different segments. – Performance unknown at this point. ENTER 2012 Research Track Slide Number 10
  • 11. Thank you! • Juho.pesonen@uef.fi • Questions / comments? ENTER 2012 Research Track Slide Number 11