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EMAC 2012, May 23-25, Lisbon, Portugal



Segmenting Facebook using rural
tourists: geo-demographics, travel
motivations and activities
Juho Pesonen

juho.pesonen@uef.fi

University of Eastern Finland
Presentation structure
1.   Introduction to the topic
2.   Background of the study
3.   Data and methods
4.   The results
5.   Discussion and conclusions


                          Juho Pesonen   6.6.2012   2
900 million!


          Juho Pesonen   6.6.2012   3
Juho Pesonen   6.6.2012   4
Theoretical
background
•Segmentation and targeting theory as
 background
  – Consumer behavior is increasingly less well
    explained by socio-economic and demographic
    criteria (González & Bello, 2002).
  – In market segmentation data-driven methods based
    on motivations, benefits and activities have been
    popular ways to generate competitive advantage.



                                        Juho Pesonen   6.6.2012   6
- However, advertising and targeting in
  Facebook is mainly based on
  sociodemographics!
   - Age, gender, geographical location and education as
     means to target promotions.
   - Also likes and interests, work, languages, and
     friends of connections.
   - Important factors to describe segments!
- Efficient segmentation can lead to fewer direct
  confrontations with competitors and the design
  of more suitable marketing programmes (Dibb et al.,
 2002).



                                           Juho Pesonen   6.6.2012   7
- Two ways to do segmentation: a priori and
  post hoc segmentation (Dolnicar, 2002).
- Market segmentation studies in social media
  are not common.
  - Correa, Hinsley and de Zúñiga (2010)
    studied the relationship between users’
    personality and use of social media.




                                       Juho Pesonen   6.6.2012   8
- Market segmentation in the field of electronic
  commerce has been called for (Brengman et al., 2005).
   - More and more important topic.
- Empirical investigation on gender and age
  differences in travel motivations and activity
  participation has been called for (Jönsson & Devonish, 2008).
   - What motivates people to travel and what they
     want to do while travelling?
- Rural tourism as study context




                                                Juho Pesonen   6.6.2012   9
1. The goals of the
study
•To compare effects of age, gender and place of
 residence to travel motivations and
•to compare effects of age, gender and place of
 residence to preferred travel activities.




                                    Juho Pesonen   6.6.2012   10
Data and methods
• Data collected using banner advertisement on three rural tourism
  websites in Finland.
• 4.3.-31.8.2011
• Banner advertisements were clicked altogether 3684 times,
  resulting in 2131 responses.
   – 1967 usable filled questionnaires.
   – 1186 had used Facebook during one week period prior to answering
     the questionnaire.
• Respondents were asked to choose up to three most important
  travel motivations based on an earlier study (Bieger and Laesser 2002).
• Users were also asked to choose the travel activities they are
  interested in doing during their rural holiday.
• Chi-square test to examine differences.


                                                           Juho Pesonen   6.6.2012   11
Participating in   Enjoying        Taking and      Taking and      Enjoying        Enjoying the
                nightlife          comfort,        having time for having time for landscape and   sun and water
                                   spoiling myself my partner      my family       nature
Gender
Male            42 (15.4%)         80 (29.4%)      109 (40.1%)     88 (32.4%)     143 (52.6%)      71 (26.1%)
Female          66 (7.3%)          331 (36.7%)     337 (37.4%)     341 (37.8%)    513 (56.9%)      271 (30.1%)
Age
Below 20        25 (33.8%)         33 (44.6%)      32 (43.2%)      10 (13.5%)     28 (37.8%)       39 (52.7%)
20s             44 (12.2%)         143 (39.5%)     161 (44.5%)     91 (25.1%)     186 (51.4%)      104 (28.7%)
30s             21 (7.6%)          89 (32.4%)      92 (33.5%)      133 (48.4%)    157 (57.1%)      71 (25.8%)
40s             8 (3.5%)           81 (35.5%)      71 (31.1%)      114 (50.0%)    141 (61.8%)      55 (24.1%)
50s             2 (1.7%)           34 (28.8%)      50 (42.4%)      40 (33.9%)     80 (67.8%)       35 (29.7%)
Atleast 60      2 (3.6%)           13 (23.2%)      25 (44.6%)      14 (25.0%)     33 (58.9%)       14 (25.0%)
Region
Southern        50 (9.8%)          174 (34,1%)     183 (35.9%)     189 (37.1%)    293 (57.5%)      167 (32.7%)
Finland
Eastern Finland 32 (8.8%)          125 (34.3%)     145 (39.8%)     134 (36.8%)    192 (52.7%)      99 (27.2%)
Western Finland 12 (10.2%)         41 (34.7%)      41 (34.7%)      31 (26.3%)     73 (61.9%)       31 (26.3%)
Province of     7 (5.5%)           55 (43.3%)      60 (47.2%)      48 (37.8%)     70 (55.1%)       27 (21.3%)
Oulu
Lapland         3 (9,4%)           8 (25.0%)       11 (34.4%)      19 (59.4%)     21 (65.6%)       7 (21.9%)
                                                                                   Juho Pesonen    6.6.2012   12
Downhill     Cross-country Snowmobiling Canoeing     Rowing     Fishing     Berry or       Walking /     Watching
           skiing       skiing                                                         mushroom       hiking        animals (eg.
                                                                                       picking                      bears)
Gender
Male       46 (16.9%)   51 (18.8%)    53 (19.5%)    72 (26.5%) 132 (48.5%) 160 (58.8%) 67 (24.6%)     169 (62.1%) 81 (29.8%)

Female     169 (18.8%) 208 (23.1%)    145 (16.1%)   276 (30.6%) 504 (55.9%) 409 (45.4%) 334 (37.1%)   875 (74.9%) 397 (44.1%)

Age
Below 20 29 (39.2%)     12 (16.2%)    20 (27.0%)    29 (39.2%) 35 (47.3%) 35 (47.3%) 24 (32.4%)       36 (48.6%)    24 (32.4%)

20s        81 (22.4%)   64 (17.7%)    85 (23.5%)    136 (37.6%) 193 (53.3%) 169 (46.7%) 114 (31.5%)   266 (73.5%) 173 (47.8%)

30s        48 (17.5%)   57 (20.7%)    39 (14.2%)    84 (30.5%) 156 (56.7%) 138 (50.2%) 79 (28.7%)     198 (72.0%) 112 (40.7%)

40s        34 (14.9%)   60 (26.3%)    33 (14.5%)    61 (26.8%) 128 (56.1%) 115 (50.4%) 85 (37.3%)     177 (77.6%) 103 (45.2%)

50s        12 (10.2%)   38 (32.2%)    13 (11.0%)    20 (16.9%) 67 (56.8%) 59 (50.0%) 44 (37.3%)       89 (75.4%)    40 (33.9%)

Atleast 60 2 (3.6%)     13 (23.2%)    0 (0%)        3 (5.4%)    28 (50.0%) 26 (46.4%) 33 (58.9%)      42 (75.0%)    16 (28.6%)

Region
Southern   91 (17.8%)   120 (23.5%)   77 (15.1%)    161 (31.6%) 300 (58.8%) 246 (48.2%) 184 (36.1%)   352 (69.0%) 205 (40.2%)
Finland
Western    63 (17.3%)   78 (21.4%)    59 (16.2%)    109 (29.9%) 195 (53.6%) 173 (47.5%) 108 (29.7%)   279 (76.6%) 145 (39.8%)
Finland
Eastern    24 (20.3%)   27 (22.9%)    26 (22.0%)    41 (34.7%) 58 (49.2%) 57 (48.3%) 44 (37.3%)       83 (70.3%)    51 (43.2%)
Finland
Province   30 (23.6%)   20 (15.7%)    26 (20.5%)    29 (22.8%) 58 (45.7%) 66 (52.0%) 42 (33.1%)       88 (69.3%)    55 (43.3%)
of Oulu
Lapland    7 (21.9%)    9 (28.1%)     7 (21.9%)     9 (28.1%)   19 (59.4%) 20 (62.5%) 13 (40.6%)      24 (75.0%)    17 (53.1%)


                                                                                              Juho Pesonen         6.6.2012   13
So what?
• Socio-demographic and economic variables more
  important than ever for segmentation when considering
  targeting messages in Facebook.
   – Especially age and gender.
• Starting point for further testing
   – Reducing efforts, increasing efficiency.
• We have to think new ways of targeting when doing
  market segmentation.
   – Embracing market segmentation in online context.




                                                        Juho Pesonen   6.6.2012   14
Questions, comments?
Thank you!




                       www.uef.fi

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Emac2012 complete

  • 1. EMAC 2012, May 23-25, Lisbon, Portugal Segmenting Facebook using rural tourists: geo-demographics, travel motivations and activities Juho Pesonen juho.pesonen@uef.fi University of Eastern Finland
  • 2. Presentation structure 1. Introduction to the topic 2. Background of the study 3. Data and methods 4. The results 5. Discussion and conclusions Juho Pesonen 6.6.2012 2
  • 3. 900 million! Juho Pesonen 6.6.2012 3
  • 4. Juho Pesonen 6.6.2012 4
  • 5.
  • 6. Theoretical background •Segmentation and targeting theory as background – Consumer behavior is increasingly less well explained by socio-economic and demographic criteria (González & Bello, 2002). – In market segmentation data-driven methods based on motivations, benefits and activities have been popular ways to generate competitive advantage. Juho Pesonen 6.6.2012 6
  • 7. - However, advertising and targeting in Facebook is mainly based on sociodemographics! - Age, gender, geographical location and education as means to target promotions. - Also likes and interests, work, languages, and friends of connections. - Important factors to describe segments! - Efficient segmentation can lead to fewer direct confrontations with competitors and the design of more suitable marketing programmes (Dibb et al., 2002). Juho Pesonen 6.6.2012 7
  • 8. - Two ways to do segmentation: a priori and post hoc segmentation (Dolnicar, 2002). - Market segmentation studies in social media are not common. - Correa, Hinsley and de Zúñiga (2010) studied the relationship between users’ personality and use of social media. Juho Pesonen 6.6.2012 8
  • 9. - Market segmentation in the field of electronic commerce has been called for (Brengman et al., 2005). - More and more important topic. - Empirical investigation on gender and age differences in travel motivations and activity participation has been called for (Jönsson & Devonish, 2008). - What motivates people to travel and what they want to do while travelling? - Rural tourism as study context Juho Pesonen 6.6.2012 9
  • 10. 1. The goals of the study •To compare effects of age, gender and place of residence to travel motivations and •to compare effects of age, gender and place of residence to preferred travel activities. Juho Pesonen 6.6.2012 10
  • 11. Data and methods • Data collected using banner advertisement on three rural tourism websites in Finland. • 4.3.-31.8.2011 • Banner advertisements were clicked altogether 3684 times, resulting in 2131 responses. – 1967 usable filled questionnaires. – 1186 had used Facebook during one week period prior to answering the questionnaire. • Respondents were asked to choose up to three most important travel motivations based on an earlier study (Bieger and Laesser 2002). • Users were also asked to choose the travel activities they are interested in doing during their rural holiday. • Chi-square test to examine differences. Juho Pesonen 6.6.2012 11
  • 12. Participating in Enjoying Taking and Taking and Enjoying Enjoying the nightlife comfort, having time for having time for landscape and sun and water spoiling myself my partner my family nature Gender Male 42 (15.4%) 80 (29.4%) 109 (40.1%) 88 (32.4%) 143 (52.6%) 71 (26.1%) Female 66 (7.3%) 331 (36.7%) 337 (37.4%) 341 (37.8%) 513 (56.9%) 271 (30.1%) Age Below 20 25 (33.8%) 33 (44.6%) 32 (43.2%) 10 (13.5%) 28 (37.8%) 39 (52.7%) 20s 44 (12.2%) 143 (39.5%) 161 (44.5%) 91 (25.1%) 186 (51.4%) 104 (28.7%) 30s 21 (7.6%) 89 (32.4%) 92 (33.5%) 133 (48.4%) 157 (57.1%) 71 (25.8%) 40s 8 (3.5%) 81 (35.5%) 71 (31.1%) 114 (50.0%) 141 (61.8%) 55 (24.1%) 50s 2 (1.7%) 34 (28.8%) 50 (42.4%) 40 (33.9%) 80 (67.8%) 35 (29.7%) Atleast 60 2 (3.6%) 13 (23.2%) 25 (44.6%) 14 (25.0%) 33 (58.9%) 14 (25.0%) Region Southern 50 (9.8%) 174 (34,1%) 183 (35.9%) 189 (37.1%) 293 (57.5%) 167 (32.7%) Finland Eastern Finland 32 (8.8%) 125 (34.3%) 145 (39.8%) 134 (36.8%) 192 (52.7%) 99 (27.2%) Western Finland 12 (10.2%) 41 (34.7%) 41 (34.7%) 31 (26.3%) 73 (61.9%) 31 (26.3%) Province of 7 (5.5%) 55 (43.3%) 60 (47.2%) 48 (37.8%) 70 (55.1%) 27 (21.3%) Oulu Lapland 3 (9,4%) 8 (25.0%) 11 (34.4%) 19 (59.4%) 21 (65.6%) 7 (21.9%) Juho Pesonen 6.6.2012 12
  • 13. Downhill Cross-country Snowmobiling Canoeing Rowing Fishing Berry or Walking / Watching skiing skiing mushroom hiking animals (eg. picking bears) Gender Male 46 (16.9%) 51 (18.8%) 53 (19.5%) 72 (26.5%) 132 (48.5%) 160 (58.8%) 67 (24.6%) 169 (62.1%) 81 (29.8%) Female 169 (18.8%) 208 (23.1%) 145 (16.1%) 276 (30.6%) 504 (55.9%) 409 (45.4%) 334 (37.1%) 875 (74.9%) 397 (44.1%) Age Below 20 29 (39.2%) 12 (16.2%) 20 (27.0%) 29 (39.2%) 35 (47.3%) 35 (47.3%) 24 (32.4%) 36 (48.6%) 24 (32.4%) 20s 81 (22.4%) 64 (17.7%) 85 (23.5%) 136 (37.6%) 193 (53.3%) 169 (46.7%) 114 (31.5%) 266 (73.5%) 173 (47.8%) 30s 48 (17.5%) 57 (20.7%) 39 (14.2%) 84 (30.5%) 156 (56.7%) 138 (50.2%) 79 (28.7%) 198 (72.0%) 112 (40.7%) 40s 34 (14.9%) 60 (26.3%) 33 (14.5%) 61 (26.8%) 128 (56.1%) 115 (50.4%) 85 (37.3%) 177 (77.6%) 103 (45.2%) 50s 12 (10.2%) 38 (32.2%) 13 (11.0%) 20 (16.9%) 67 (56.8%) 59 (50.0%) 44 (37.3%) 89 (75.4%) 40 (33.9%) Atleast 60 2 (3.6%) 13 (23.2%) 0 (0%) 3 (5.4%) 28 (50.0%) 26 (46.4%) 33 (58.9%) 42 (75.0%) 16 (28.6%) Region Southern 91 (17.8%) 120 (23.5%) 77 (15.1%) 161 (31.6%) 300 (58.8%) 246 (48.2%) 184 (36.1%) 352 (69.0%) 205 (40.2%) Finland Western 63 (17.3%) 78 (21.4%) 59 (16.2%) 109 (29.9%) 195 (53.6%) 173 (47.5%) 108 (29.7%) 279 (76.6%) 145 (39.8%) Finland Eastern 24 (20.3%) 27 (22.9%) 26 (22.0%) 41 (34.7%) 58 (49.2%) 57 (48.3%) 44 (37.3%) 83 (70.3%) 51 (43.2%) Finland Province 30 (23.6%) 20 (15.7%) 26 (20.5%) 29 (22.8%) 58 (45.7%) 66 (52.0%) 42 (33.1%) 88 (69.3%) 55 (43.3%) of Oulu Lapland 7 (21.9%) 9 (28.1%) 7 (21.9%) 9 (28.1%) 19 (59.4%) 20 (62.5%) 13 (40.6%) 24 (75.0%) 17 (53.1%) Juho Pesonen 6.6.2012 13
  • 14. So what? • Socio-demographic and economic variables more important than ever for segmentation when considering targeting messages in Facebook. – Especially age and gender. • Starting point for further testing – Reducing efforts, increasing efficiency. • We have to think new ways of targeting when doing market segmentation. – Embracing market segmentation in online context. Juho Pesonen 6.6.2012 14