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Hugo Guyader, PhD Candidate in Marketing
Department of Management & Engineering
10th SERVSIG Conference — 15 June 2018
IÉSEG School of Management, Paris, France
Exploring the practice of
collaborative consumption
Collaborative Consumption
Peer-to-peer (P2P) exchange of goods and services facilitated by online
platforms (e.g. BlaBlaCar, Airbnb, Turo) for free or in exchange of a
compensation (Benoit et al. 2017; Kumar et al. 2018; Zervas et al. 2017)
Ø peer service providers use their
privately owned underutilized assets
(e.g., seats, accommodation, cars)
Ø no employees involved in actual exchange
v most research focuses on B2C access-based consumption (e.g., Zipcar)
i.e., the shift from acquisition and ownership to rental and temporal access to
goods (Bardhi and Eckhardt 2012; Hazée et al. 2017; Lamberton and Rose
2012; Schaefers et al. 2016)
“sharing is a phenomenon as old as humankind, while collaborative
consumption and the ‘sharing economy’ are phenomena born of the Internet
age.” (Belk 2014)
Heart and Wallet paradox
q a logic of market-mediated commodity exchange
with aspects of profit-maximization, self-interest,
and utilitarianism
q a logic of socially-mediated exchange with
elements of solidarity, mutuality, generalized
reciprocity, and communal belonging.
Collaborative consumption is not true sharing
because P2P practices are market-mediated,
yet it is embedded with meaningful social interactions.
Heart and Wallet paradox
a logic of socially-mediated
exchange with elements of
solidarity, mutuality, generalized
reciprocity, and communal
belonging.
a logic of market-mediated
commodity exchange with aspects
of profit-maximization, self-interest,
and utilitarianism.
Collaborative consumption is not true sharing because P2P practices are market-mediated,
yet it is embedded with meaningful social interactions.
Research purpose
How do collaborative consumption
participants integrate the various facets of
the conflicting market exchange and pro-
social logics into their own practices and
interactions with each other?
What peer providers and consumers actually
do when performing a collaborative
consumption practice, and to what extent the
differences in procedures, understandings,
and engagements lead to different styles of
collaborative consumption?
Study Design
BlaBlaCar — the largest ridesharing platform
Ø Netnographic study
-> insights on the ridesharing culture, social experiences and
interactions
Ø Ethnography (participant observations and interviews)
-> facilitates the exploration of responses in context and the
obtention of in-depth information on a new phenomenon
Collaborative consumption practice in focus: ridesharing (i.e., ‘carpooling’ or ‘liftsharing’).
Ridesharing has been defined as “adding additional passengers to a pre-existing trip.
Such an arrangement provides additional transportation options for passengers while
allowing drivers to fill otherwise empty seats in their vehicles.”
ridesharing ≠ ride-sourcing / ride-hailing / ride-splitting
22 counties, 60 million registered members, unicorn valuation
Netnographic study
Dataset:
25 online conversations, 22 BlaBlaCar
presentations and its FAQ pages, 349
testimonials and 59 portraits of BlaBlaCar
members, 81 opinion articles and
independent blogposts, as well as
associated comments, forum messages,
videos, and other digital artefacts
— published and accessible online
between December 2009 and June 2016
(900 pages of text)
Ethnographic study
Participant observation:
Online interactions with 35 platform users
5 shared rides
Distance driven: 2250 km ≈ 277 km/passenger
Field notes:
Prior, during and after
- Inscriptive: mental notes while observing, ‘scratch notes’
during coffee breaks or speech-text recordings while
waiting for passengers)
- Descriptive: summaries of conversations, situations, and
reflections after the rides
Ethnographic interviews:
‘friendly conversations’ with a research purpose
11 passengers (2 cancel. 1 no-show)
31h in the car
(May 2015)
Passengers could reserve by internal message and pay cash (!),
or reserve and pay online with a “Manual Approval - guaranteed within 3h” (").
Anonymized data.
ID Gender Age Nationality
Facebook
friends *
Profile
picture *
Ride prefe-
rences †
Registration
Ridesharing
experience ‡
Reputation §
Distance
shared
Given rating
Rueben M 29 German n/a No BlaBla 1 year High Not yet 124 km n/a
Magda F 22 German 491 Yes BlaBla 2 months n/a Not yet cancelled cancelled
Moundir M 27 n/a n/a Yes BlaBla 12 days n/a Not yet cancelled cancelled
Allan M 29 Syrian n/a No BlaBla 1.5 month Low Not yet 366 km n/a
Sofia F 22 German n/a No BlaBla 8 months High 1.0 (n=1) 126 km 5
Yuliya F 22 Ukrainian 155 Yes BlaBlaBla 1.5 year New Not yet 268 km 4
Omar M 19 German n/a No Bla 6 months High Not yet 90 km 4
Omar +1 M n/a n/a n/a n/a n/a n/a Low n/a 90 km n/a
Joseph M 24 German 1236 No BlaBla 1 year High 1.7 (n=3) no show no show
Nelia F 30 Bosnian n/a No BlaBla 3 days New Not yet 224 km 5
Julie F 21 French n/a No BlaBla 3 weeks Low Not yet 311 km n/a
Julie +1 M 21 French n/a n/a n/a 1 year Low n/a 311 km n/a
Marie F 20 French 277 Yes BlaBla 3 weeks Low Not yet 508 km 5
Julio M 23 Brazilian 1439 Yes BlaBlaBla 3 months High Not yet 627 km 5
Information was gathered from BlaBlaCar and the discussions in the car. Names are fictitious to preserve anonymity.
* Each member must verify their phone number and confirm their email address when creating a BlaBlaCar profile. Connecting Facebook and uploading
a profile picture is optional.
† Members indicate their chattiness level with “Bla”, “BlaBla” or “BlaBlaBla” depending on how much they enjoy chatting during a ride.
‡ Members are either new to ridesharing (first time), or with low experience (1–2 previous trips) or high experience (3 or more trips).
§ Members’ average peer rating score from 1 to 5 (n = total of ratings). Ratings range from Very Disappointing (1), to Poor (2), to Good (3), to Excellent
(4), to Outstanding (5).
Data Analysis
• Framework analysis — open codes and sensitized concepts
• Practice Theory
(Reckwitz 2002; Schatzki 1996; Schau et al. 2009)
Procedures, ‘explicit know that’, rules, principles
Understandings, ‘tacit know-how’ of what to say and do
Engagements, commitments, emotionally charged purposes
Practice styles: specific stylings, nuances, or
personalizations of a practice with a varying
degree of interactions, motivation, and enactment
(Chandler and Chen 2016; McColl-Kennedy et al.
2012).
Ridesharing Practice
Ridesharing between co-workers or
neighbors (= form of organized
hitchhiking) dates back to the ‘70s.
—> Hitchhiking 2.0
digitalization/modernization of ad-hoc
ridesharing facilitated by ICT.
- BlaBlaCar has institutionalized the practice through its platform
functionalities (i.e. formal procedures), and communication, FAQ
pages (i.e. informal procedures). The more participants adopt
procedures, the more efficient performance of ridesharing.
- Ridesharing means being able to reduce the environmental
impact of driving alone, establish social relationships, and share
travel costs.
- Emotional engagements in ridesharing vary from an attachment
to the original ridesharing ethos (i.e. pro-socioenvironmental
movement), to a more commercial and professional orientation
(i.e. increase economic efficiency).
Ridesharing Activities
Creating a profile To become a member of the platform, one must create an online profile with personal
information (i.e. picture, “mini-bio”, online payment and contact information). Additional
information can be provided to complete a more trustworthy profile, such as uploading an ID,
connecting social media accounts, indicating ride preferences (i.e. chattiness level, smoking,
music, pets), and accepting the “Member’s Agreement” as a statement of good conduct.
Drivers must upload details of the car (i.e. information used in matching ridesharing
participants and for contracts with insurance partners).
Posting a ride (peer
providers) or reserving
a seat (consumers)
As peer providers, drivers post the rides online by providing the necessary information for a
successful match with passengers travelling on the same itinerary: Date, detailed itinerary
(i.e. point of origin, destination, time flexibility, possible detours), number of seats available,
maximum luggage size, and price. The platform assists drivers by suggesting a fixed price
per seat for the ride (and between stopovers), based on estimated fuel consumption and road
tolls, but also the car’s comfort and maintenance costs. After searching and finding a suitable
ride, passengers can decide to reserve a seat through the online registration system, or ad
hoc by contacting the driver.
Coordinating The platform facilitates interactions, but the responsibility to coordinate a ride with several
consumers mostly depends on the peer providers. The longer the itinerary, the more potential
stopovers and passengers, the greater necessary coordination from drivers. Drivers also
have to anticipate passengers who are late, cancel, or do not notify anything. Passengers can
ask for detours.
Driving The core of ridesharing is the P2P mobility service from one location to another by driving a
car. The driver is responsible for the passengers safety and comfort.
Ridesharing Activities
Exchanging monetary
compensation
Either online via the reservation system, or in the car with cash. The act of exchanging
monetary compensation makes the difference between ridesharing roles more salient: The
driver is a service provider, the passenger is a customer.
Exchanging opinions During the ride, car occupants greet each other and make small talk, and if affinities emerge,
they discuss deeper topics. This exchange of opinions can lead to friendships. Chatting
about BlaBlaCar and ridesharing in general enables the community to disseminate
knowledge of the practice and to perpetuate itself.
Relaxing Passengers can take the opportunity to enjoy some personal time during their ride. As they
are being driven to their destination, they can relax.
Snacking Ridesharing participants prepare drinks and food for the journey, they break along the
itinerary for a quick snack or they can share a meal at arrival.
Saving and earning
money
Drivers can increase their cost-savings with ridesharing, and even get overcompensated and
earn money (e.g., by increasing the number of seats available to fill-up the car completely, or
by offering shuttle services on popular itineraries) such as independent contractors of ride-
hailing companies do.
Rating peers Ridesharing participants give each other a rating from one to five, as well as a review. The
peer ratings are aggregated in a reputation score displayed on the profile, and all reviews are
public.
Collaborative
Consumption Styles
Consumerist
Participants seek status and
convenience, following an
access lifestyle trend, and with
a commercial orientation.
Opportunistic
Participants seek to achieve
monetary gain or personal
benefits from abusive activities,
regardless of the authentic
sharing culture and original
communal norms
Communal
Participants seek pro-social
relationships in belonging to a
community with values of
sharing, altruism, and
generalized reciprocity.
Communal Style
Participants share rides for the socio-environmental motives,
exhibiting a more community-oriented practice than new ridesharing
participants nowadays. They are concerned with belonging to a
community (i.e., in particular, the original ridesharing community).
For instance, exchanging opinions is particularly salient in the
communal style.
Benefits of a feeling of social belonging and community values of
ethics, egalitarianism, transparency and generosity.
Close to true sharing and a generalized sense of reciprocity in
altruistic transactions — though exchanges are monetary.
This style is fading in the current sharing economy
context where consumers use new on-demand,
cost-efficient services.
Consumerist Style
★ Less emphasis on the social aspect of collaborative
consumption, and more on the potential to achieve a more
convenient and trendy lifestyle (i.e., access over ownership).
★ Strong self-interest and utilitarian motives.
★ Professionalization and commercialization of the practice
★ Simulating consumption and overconsumption.
★ The consumerist style is the closest to B2C access-based
services (but services are exchanged P2P)
The consumerist style still benefits collaborative consumption
systems (e.g., the ridesharing community as a whole) by supplying
(peer providers) or demanding (consumers) P2P services; but the
individual interests and commercial habits contrast with the
altruistic and anti-consumption values of the communal style.
Opportunistic Style
$$$ Participants’ self-interest and utilitarian motives (i.e., convenience,
cost-saving, access lifestyle trend orientation) are more important than
pro-social interactions
They are willing to forego the communal norms to achieve greater
personal benefits: They take advantage of the social aspect of the
exchange at the expense of their peers.
$$$ It is embedded in the market exchange norms of resource exploitation,
professional service provision, and profit maximization.
$$$ Style more likely performed by the more experienced participants (similarly
to the communal style), who use knowledge of the ridesharing practice.
$$$ The opportunistic style is a symptom of the increasing commercial
orientation and the widespread adoption of the sharing economy.
Further Research
➢ There is not one unique way to participate in collaborative
consumption, but three that coexist. The communal style is
more pro-social, the consumerist style is more commercial,
and the opportunistic style is more exploitative.
-> match/mismatch?
-> style transitions?
-> effect of changing roles?
➢ Original data from a qualitative study.
-> measure styles quantitatively, across contexts?
Thank you!
Any questions? remarks?
hugo.guyader@liu.se
No One Rides for Free! Three Styles of Collaborative Consumption.
Accepted for publication in Journal of Services Marketing.

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Exploring the practice of collaborative consumption

  • 1. Hugo Guyader, PhD Candidate in Marketing Department of Management & Engineering 10th SERVSIG Conference — 15 June 2018 IÉSEG School of Management, Paris, France Exploring the practice of collaborative consumption
  • 2. Collaborative Consumption Peer-to-peer (P2P) exchange of goods and services facilitated by online platforms (e.g. BlaBlaCar, Airbnb, Turo) for free or in exchange of a compensation (Benoit et al. 2017; Kumar et al. 2018; Zervas et al. 2017) Ø peer service providers use their privately owned underutilized assets (e.g., seats, accommodation, cars) Ø no employees involved in actual exchange v most research focuses on B2C access-based consumption (e.g., Zipcar) i.e., the shift from acquisition and ownership to rental and temporal access to goods (Bardhi and Eckhardt 2012; Hazée et al. 2017; Lamberton and Rose 2012; Schaefers et al. 2016) “sharing is a phenomenon as old as humankind, while collaborative consumption and the ‘sharing economy’ are phenomena born of the Internet age.” (Belk 2014)
  • 3. Heart and Wallet paradox q a logic of market-mediated commodity exchange with aspects of profit-maximization, self-interest, and utilitarianism q a logic of socially-mediated exchange with elements of solidarity, mutuality, generalized reciprocity, and communal belonging. Collaborative consumption is not true sharing because P2P practices are market-mediated, yet it is embedded with meaningful social interactions.
  • 4. Heart and Wallet paradox a logic of socially-mediated exchange with elements of solidarity, mutuality, generalized reciprocity, and communal belonging. a logic of market-mediated commodity exchange with aspects of profit-maximization, self-interest, and utilitarianism. Collaborative consumption is not true sharing because P2P practices are market-mediated, yet it is embedded with meaningful social interactions.
  • 5. Research purpose How do collaborative consumption participants integrate the various facets of the conflicting market exchange and pro- social logics into their own practices and interactions with each other? What peer providers and consumers actually do when performing a collaborative consumption practice, and to what extent the differences in procedures, understandings, and engagements lead to different styles of collaborative consumption?
  • 6. Study Design BlaBlaCar — the largest ridesharing platform Ø Netnographic study -> insights on the ridesharing culture, social experiences and interactions Ø Ethnography (participant observations and interviews) -> facilitates the exploration of responses in context and the obtention of in-depth information on a new phenomenon Collaborative consumption practice in focus: ridesharing (i.e., ‘carpooling’ or ‘liftsharing’). Ridesharing has been defined as “adding additional passengers to a pre-existing trip. Such an arrangement provides additional transportation options for passengers while allowing drivers to fill otherwise empty seats in their vehicles.” ridesharing ≠ ride-sourcing / ride-hailing / ride-splitting 22 counties, 60 million registered members, unicorn valuation
  • 7.
  • 8. Netnographic study Dataset: 25 online conversations, 22 BlaBlaCar presentations and its FAQ pages, 349 testimonials and 59 portraits of BlaBlaCar members, 81 opinion articles and independent blogposts, as well as associated comments, forum messages, videos, and other digital artefacts — published and accessible online between December 2009 and June 2016 (900 pages of text)
  • 9. Ethnographic study Participant observation: Online interactions with 35 platform users 5 shared rides Distance driven: 2250 km ≈ 277 km/passenger Field notes: Prior, during and after - Inscriptive: mental notes while observing, ‘scratch notes’ during coffee breaks or speech-text recordings while waiting for passengers) - Descriptive: summaries of conversations, situations, and reflections after the rides Ethnographic interviews: ‘friendly conversations’ with a research purpose 11 passengers (2 cancel. 1 no-show) 31h in the car (May 2015)
  • 10. Passengers could reserve by internal message and pay cash (!), or reserve and pay online with a “Manual Approval - guaranteed within 3h” ("). Anonymized data.
  • 11. ID Gender Age Nationality Facebook friends * Profile picture * Ride prefe- rences † Registration Ridesharing experience ‡ Reputation § Distance shared Given rating Rueben M 29 German n/a No BlaBla 1 year High Not yet 124 km n/a Magda F 22 German 491 Yes BlaBla 2 months n/a Not yet cancelled cancelled Moundir M 27 n/a n/a Yes BlaBla 12 days n/a Not yet cancelled cancelled Allan M 29 Syrian n/a No BlaBla 1.5 month Low Not yet 366 km n/a Sofia F 22 German n/a No BlaBla 8 months High 1.0 (n=1) 126 km 5 Yuliya F 22 Ukrainian 155 Yes BlaBlaBla 1.5 year New Not yet 268 km 4 Omar M 19 German n/a No Bla 6 months High Not yet 90 km 4 Omar +1 M n/a n/a n/a n/a n/a n/a Low n/a 90 km n/a Joseph M 24 German 1236 No BlaBla 1 year High 1.7 (n=3) no show no show Nelia F 30 Bosnian n/a No BlaBla 3 days New Not yet 224 km 5 Julie F 21 French n/a No BlaBla 3 weeks Low Not yet 311 km n/a Julie +1 M 21 French n/a n/a n/a 1 year Low n/a 311 km n/a Marie F 20 French 277 Yes BlaBla 3 weeks Low Not yet 508 km 5 Julio M 23 Brazilian 1439 Yes BlaBlaBla 3 months High Not yet 627 km 5 Information was gathered from BlaBlaCar and the discussions in the car. Names are fictitious to preserve anonymity. * Each member must verify their phone number and confirm their email address when creating a BlaBlaCar profile. Connecting Facebook and uploading a profile picture is optional. † Members indicate their chattiness level with “Bla”, “BlaBla” or “BlaBlaBla” depending on how much they enjoy chatting during a ride. ‡ Members are either new to ridesharing (first time), or with low experience (1–2 previous trips) or high experience (3 or more trips). § Members’ average peer rating score from 1 to 5 (n = total of ratings). Ratings range from Very Disappointing (1), to Poor (2), to Good (3), to Excellent (4), to Outstanding (5).
  • 12. Data Analysis • Framework analysis — open codes and sensitized concepts • Practice Theory (Reckwitz 2002; Schatzki 1996; Schau et al. 2009) Procedures, ‘explicit know that’, rules, principles Understandings, ‘tacit know-how’ of what to say and do Engagements, commitments, emotionally charged purposes Practice styles: specific stylings, nuances, or personalizations of a practice with a varying degree of interactions, motivation, and enactment (Chandler and Chen 2016; McColl-Kennedy et al. 2012).
  • 13. Ridesharing Practice Ridesharing between co-workers or neighbors (= form of organized hitchhiking) dates back to the ‘70s. —> Hitchhiking 2.0 digitalization/modernization of ad-hoc ridesharing facilitated by ICT. - BlaBlaCar has institutionalized the practice through its platform functionalities (i.e. formal procedures), and communication, FAQ pages (i.e. informal procedures). The more participants adopt procedures, the more efficient performance of ridesharing. - Ridesharing means being able to reduce the environmental impact of driving alone, establish social relationships, and share travel costs. - Emotional engagements in ridesharing vary from an attachment to the original ridesharing ethos (i.e. pro-socioenvironmental movement), to a more commercial and professional orientation (i.e. increase economic efficiency).
  • 14. Ridesharing Activities Creating a profile To become a member of the platform, one must create an online profile with personal information (i.e. picture, “mini-bio”, online payment and contact information). Additional information can be provided to complete a more trustworthy profile, such as uploading an ID, connecting social media accounts, indicating ride preferences (i.e. chattiness level, smoking, music, pets), and accepting the “Member’s Agreement” as a statement of good conduct. Drivers must upload details of the car (i.e. information used in matching ridesharing participants and for contracts with insurance partners). Posting a ride (peer providers) or reserving a seat (consumers) As peer providers, drivers post the rides online by providing the necessary information for a successful match with passengers travelling on the same itinerary: Date, detailed itinerary (i.e. point of origin, destination, time flexibility, possible detours), number of seats available, maximum luggage size, and price. The platform assists drivers by suggesting a fixed price per seat for the ride (and between stopovers), based on estimated fuel consumption and road tolls, but also the car’s comfort and maintenance costs. After searching and finding a suitable ride, passengers can decide to reserve a seat through the online registration system, or ad hoc by contacting the driver. Coordinating The platform facilitates interactions, but the responsibility to coordinate a ride with several consumers mostly depends on the peer providers. The longer the itinerary, the more potential stopovers and passengers, the greater necessary coordination from drivers. Drivers also have to anticipate passengers who are late, cancel, or do not notify anything. Passengers can ask for detours. Driving The core of ridesharing is the P2P mobility service from one location to another by driving a car. The driver is responsible for the passengers safety and comfort.
  • 15. Ridesharing Activities Exchanging monetary compensation Either online via the reservation system, or in the car with cash. The act of exchanging monetary compensation makes the difference between ridesharing roles more salient: The driver is a service provider, the passenger is a customer. Exchanging opinions During the ride, car occupants greet each other and make small talk, and if affinities emerge, they discuss deeper topics. This exchange of opinions can lead to friendships. Chatting about BlaBlaCar and ridesharing in general enables the community to disseminate knowledge of the practice and to perpetuate itself. Relaxing Passengers can take the opportunity to enjoy some personal time during their ride. As they are being driven to their destination, they can relax. Snacking Ridesharing participants prepare drinks and food for the journey, they break along the itinerary for a quick snack or they can share a meal at arrival. Saving and earning money Drivers can increase their cost-savings with ridesharing, and even get overcompensated and earn money (e.g., by increasing the number of seats available to fill-up the car completely, or by offering shuttle services on popular itineraries) such as independent contractors of ride- hailing companies do. Rating peers Ridesharing participants give each other a rating from one to five, as well as a review. The peer ratings are aggregated in a reputation score displayed on the profile, and all reviews are public.
  • 16. Collaborative Consumption Styles Consumerist Participants seek status and convenience, following an access lifestyle trend, and with a commercial orientation. Opportunistic Participants seek to achieve monetary gain or personal benefits from abusive activities, regardless of the authentic sharing culture and original communal norms Communal Participants seek pro-social relationships in belonging to a community with values of sharing, altruism, and generalized reciprocity.
  • 17. Communal Style Participants share rides for the socio-environmental motives, exhibiting a more community-oriented practice than new ridesharing participants nowadays. They are concerned with belonging to a community (i.e., in particular, the original ridesharing community). For instance, exchanging opinions is particularly salient in the communal style. Benefits of a feeling of social belonging and community values of ethics, egalitarianism, transparency and generosity. Close to true sharing and a generalized sense of reciprocity in altruistic transactions — though exchanges are monetary. This style is fading in the current sharing economy context where consumers use new on-demand, cost-efficient services.
  • 18. Consumerist Style ★ Less emphasis on the social aspect of collaborative consumption, and more on the potential to achieve a more convenient and trendy lifestyle (i.e., access over ownership). ★ Strong self-interest and utilitarian motives. ★ Professionalization and commercialization of the practice ★ Simulating consumption and overconsumption. ★ The consumerist style is the closest to B2C access-based services (but services are exchanged P2P) The consumerist style still benefits collaborative consumption systems (e.g., the ridesharing community as a whole) by supplying (peer providers) or demanding (consumers) P2P services; but the individual interests and commercial habits contrast with the altruistic and anti-consumption values of the communal style.
  • 19. Opportunistic Style $$$ Participants’ self-interest and utilitarian motives (i.e., convenience, cost-saving, access lifestyle trend orientation) are more important than pro-social interactions They are willing to forego the communal norms to achieve greater personal benefits: They take advantage of the social aspect of the exchange at the expense of their peers. $$$ It is embedded in the market exchange norms of resource exploitation, professional service provision, and profit maximization. $$$ Style more likely performed by the more experienced participants (similarly to the communal style), who use knowledge of the ridesharing practice. $$$ The opportunistic style is a symptom of the increasing commercial orientation and the widespread adoption of the sharing economy.
  • 20. Further Research ➢ There is not one unique way to participate in collaborative consumption, but three that coexist. The communal style is more pro-social, the consumerist style is more commercial, and the opportunistic style is more exploitative. -> match/mismatch? -> style transitions? -> effect of changing roles? ➢ Original data from a qualitative study. -> measure styles quantitatively, across contexts?
  • 21. Thank you! Any questions? remarks? hugo.guyader@liu.se No One Rides for Free! Three Styles of Collaborative Consumption. Accepted for publication in Journal of Services Marketing.