Identifying market segments and their preferences for space tourism:
J u s t i n a P a l m i l e r a i t e , S 3 7 9 7 2 9 5
A p p l i c a t i o n o f r e g u l a t o r y f o c u s t h e o r y i n c o n j o i n t a n d l a t e n t c l a s s a n a l y s e s
DISCUSSION OUTLINE
Context
Regulatory Focus Theory Research Gap
The Aim
Methodology
Results and Discussion Reference
THESIS DEFENCE | 2021
2011 Denis Tito - the first space tourists (BBC, 2011)
Space X mission 2020: first private company flight taking humans to space (Mosher, 2020) Slow commercialisation: only seven space tourists (Hall, 2020)
$55 million - $250 000 for a pre-purchased ticket (Betz, 2020)
Who is the target group for space tourism?
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CONTEXT
REGULATORY FOCUS
THEORY
PROMOTION FOCUS
Approaching pleasure
Motivated by the feelings of advancement and accomplishment
Approaching the end-state by the eagerness
Focusing more on the presence and the absence of positive outcomes (outcomes that gives pleasure) (Higgins, 1997)
PREVENTION FOCUS
Avoiding pain
Driven by safety and responsibility
Approaching the end-state with vigilance
Focusing more on the presence and absence of negative outcomes (unwanted outcomes that cause pain) (Higgins, 1997).
RESEARCH GAP
A lack of characterisation of segments for space
tourism based on product and personality attributes connected with promotion and prevention states
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RESEARCH GOAL
RESEARCH QUESTION:
Which segments based on personality and product
attributes influencing promotion and prevention states would prefer to participate in space tourism?
SUB-QUESTIONS:
1) How the promotion and prevention attributes of a product affect perceived utilities?
2) Which product attributes are important for promotionally oriented segments?
3) Which product attributes are important for preventively oriented segments?
4) What segment does not prefer to participate in space tourism?
CONCEPTUAL MODEL
HYPOTHESES
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H1: At least one segment prefers recreational and relaxational experience over space tourism
Promotionally oriented people prefer… Preventively oriented people...
... orbital flights (H2A)
... training options that take a shorter time (H3A)
... shorter flight operating time (H4A)
… less crowded space travel (H5A)
… having more amenities (H6A)
… going with a partner or a stranger (H7A)
... sub-orbital flights (H2B)
... training options that take a longer time (H3B)
... flights that are operating for a longer period (H4B)
… more crowded space travel (H5B)
… having more amenities (H6B)
… more going with people from their social network (H7B)
METHODOLOGY
CONJOINT ANALYSIS
6 attributes with 4 levels each Every level displayed 6-7 times
Presented with 3 alternatives and 9 choice-sets
Moderators measured by chronic promotion/prevention scales (Higgins et al., 2001)
LATENT CLASS ESTIMATION
Segmentation variables Descriptive variables:
Demographic variables
Intrapersonal and interpersonal constraints (Crawford &
Godbey, 1987; Jackson & Rucks, 1995; McGuiggan, 2004)
Motivational variables (Pearce & Lee, 2005)
210 participants
52% women and 47% men
68% younger than 36 years old 76% annual income
Sample:
below $ 100 001
THESIS DEFENCE | 2021
HYPOTHESES
THESIS DEFENCE | 2021
H1: At least one segment prefers recreational and relaxational experience over space tourism
Promotionally oriented people prefer… Preventively oriented people...
... orbital flights (H2A)
... training options that take a shorter time (H3A)
... shorter flight operating time (H4A)
… less crowded space travel (H5A)
… having more amenities (H6A)
… going with a partner or a stranger (H7A)
... sub-orbital flights (H2B)
... training options that take a longer time (H3B)
... flights that are operating for a longer period (H4B)
… more crowded space travel (H5B)
… having more amenities (H6B)
… more going with people from their social network (H7B)
Green - accepted hypotheses Light green - partially accepted Grey - inconclusive
Red- rejected
CONJOINT ANALYSIS
Relative attribute importance is more in line with assumptions 'Social' was an important attribute for promotionally and
preventively oriented participants 'Herd-safety' (Palley, 1995)
Fun & in-group bias (Cao et al., 2011)
‘Crowdedness’ vs. 'social': out-group vs. in-group?
'Training': satisfaction with minimal training?
S E G M E N T A T I O N A N A L Y S I S
(NOT-PARTICIPATING) ROMANTICS
Relaxing holidays Going with partner
A higher probability to belong to this group have: younger and lower- income individuals
A balance between interpersonal and intrapersonal constraints
A balance between motivational factors
‘RESPONSIBLE ADULTS’
'Social', 'safety history' (10 years), 'amenities'
Higher 'none option' effects, weaker 'exciting' and 'safest' options' effects than for the Explorers
A higher probability to belong have:
older and higher-income individuals More preventively oriented
Intrapersonal & interpersonal constraints
Driven by self-development
'EXPLORERS'
'Social', 'safety history' (5 years), 'type of flight'
A higher probability to belong have:
men and with higher income More promotionally oriented Intrapersonal constraints
Novelty, self-actualisation, and stimulation, recognition
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LIMITATIONS
Time and experiment limitations resulted in the satisfaction of minimal conjoint requirements, yet a larger sample and a higher number of choice-sets would
improve the quality
Limited analysis of intrapersonal and interpersonal constraints, motivational factors Results accurate for in this specific conjoint setting, with these specific
alternatives
Hypothetical bias
THIS RESEARCH OFFERS:
We have you covered.
THEORY EXTENSION
Regulatory focus theory applied to the space
tourism field for the first time
Analysis of existing
segmentation research in the space tourism field based on regulatory focus theory which allowed
systematical comparison
INTERESTING INSIGHTS
Going with a loved one is a dominant preference that has not been studied
before
The segment that is not interested in going to space
Identification of segments that are more promotional and preventively focused (such as but not limited to):
RESEARCH
IMPLICATIONS
Proposed numerous research ideas
Managerial implications:
Understanding space tourism segments better
A framework that could be applied for business in relatively risky fields
REFERENCES
THESIS DEFENCE | 2021
BBC. (2011). World’s first space tourist 10 years on: Dennis Tito. https://www.bbc.com/news/science-environment-13208329
Betz, E. (2020). Six ways to buy a ticket to space in 2021. Astronomy. https://astronomy.com/news/2020/08/six-ways-to-buy-a-ticket-to-space-in-2021 Cao, H. H., Han, B., Hirshleifer, D., & Zhang, H. H. (2011). Fear of the unknown: Familiarity and economic decisions. Review of Finance, 15(1), 173–206.
Crawford, D. W., & Godbey, G. (1987). Reconceptualising barriers to family leisure. Leisure Sciences, 9, 119–127.
Hall, Z. (2020). Meet the 7 private astronaut space tourists. Space Explored. https://spaceexplored.com/2020/02/19/space-adventures-crew/
Higgins, E. T. (1997). Beyond pleasure and pain. American Psychologist, 52(12), 1280–1300.
Higgins, T., Friedman, R., & Robert, H. (2001). Achievement Orientations from Subjective Histories of Success: Promotion Pride versus Prevention Pride. European Journal of Social Psychology, 31, 3–23.
Jackson, E. L., & Rucks, V. C. (1995). Negotiation of leisure constraints by junior-high and high-school students: an exploratory study. Journal of Leisure Research, 27, 85–105.
McGuiggan, R. L. (2004). A Model of Vacation Choice: an Integration of Personality and Vacation Choice with Leisure Constraints Theory. In G. I. Crouch, R. R. Perdue, H. J. P. Timmermans, & M. Uysal (Eds.), Consumer psychology of tourism, hospitality and leisure (volume 3) (Vol. 3, pp. 169–180). CABI Publishing. https://doi.org/10.1016/s0261-5177(02)00075-4
Mosher, D. (2020). SpaceX is about to launch its first astronauts, and the stakes for Elon Musk’s rocket company and NASA are epic. https://www.businessinsider.com/spacex-rocket-launch-nasa-astronauts-demo2-commercial- crew-mission-history-2020-5?r=US&IR=T
Palley, T. I. (1995). Safety in numbers: A model of managerial herd behavior. Journal of Economic Behavior & Organization, 28(3), 443–450.
Pearce, P. L., & Lee, U. Il. (2005). Developing the travel career approach to tourist motivation. Journal of Travel Research, 43(3), 226–237. https://doi.org/10.1177/0047287504272020