An assessment framework for safeguarding public values on mobility platforms

Aschhoff N, Vogel R. Value conflicts in co-production: governing public values in multi-actor settings. Int J Public Sect Manag. 2018;31(7):775–93. https://doi.org/10.1108/IJPSM-08-2017-0222. Banister D. Unsustainable transportation. New York: Routledge; 2005. https://doi.org/10.4324/9780203003886. Banister D. The sustainable mobility paradigm. Transp Policy. 2008;15(2):73–80. https://doi.org/10.1016/j.tranpol.2007.10.005. Bannister F, Connolly R. ICT, public values and transformative government: a framework and programme for research. Gov Inform Q. 2014;31(1):119–28. https://doi.org/10.1016/j.giq.2013.06.002. Barns S. Platform urbanism: negotiating platform ecosystems in connected cities. Singapore: Palgrave MacMillan; 2020. https://doi.org/10.1007/978-981-32-9725-8. Belletti F, Bayen AM. Privacy-preserving MaaS fleet management. Transp Res Proc. 2017;23:1000–24. https://doi.org/10.1016/j.trpro.2017.05.055. Bigazzi A. Comparison of marginal and average emission factors for passenger transportation modes. Appl Energ. 2019;242:1460–6. https://doi.org/10.1016/j.apenergy.2019.03.172. Boarnet MG, Crane R. Travel by design: the influence of urban form on travel. New York: Oxford University Press; 2001. https://doi.org/10.1093/oso/9780195123951.001.0001. Bozeman B. Public values and public interest: counterbalancing economic individualism. Washington, DC: Georgetown University Press; 2007. Buehler R. Determinants of transport mode choice: a comparison of Germany and the USA. J Transp Geogr. 2011;19(4):644–57. https://doi.org/10.1016/j.jtrangeo.2010.07.005. Callegati F, Giallorenzo S, Melis A, Prandini M. Cloud-of-things meets mobility-as-a-service: an insider threat perspective. Comput Secur. 2018;74:277–95. https://doi.org/10.1016/j.cose.2017.10.006. Cass N, Shove E, Urry J. Changing infrastructures, measuring socio-spatial inclusion/exclusion: final report to the Department for Transport. Lancaster: Lancaster University; 2003. https://eprints.lancs.ac.uk/id/eprint/64788. Accessed 13 Dec 2020 Chan S, Miranda-Moreno L, Patterson Z. Analysis of GHG emissions for city passenger trains: is electricity an obvious option for Montreal commuter trains? J Transp Technol. 2013;3(2A):17–29. https://doi.org/10.4236/jtts.2013.32A003. Churchman A. Disentangling the concept of density. J Plan Lit. 1999;13(4):389–411. https://doi.org/10.1177/08854129922092478. Cottrill CD. MaaS surveillance: privacy considerations in mobility as a service. Transp Res Part A: Policy Pract. 2020;131:50–7. https://doi.org/10.1016/j.tra.2019.09.026. De Bruijn H, Dicke W. Strategies for safeguarding public values in liberalized utility sectors. Public Admin. 2006;84(3):717–35. https://doi.org/10.1111/j.1467-9299.2006.00609.x. De Graaf G, Huberts L, Smulders R. Coping with public value conflicts. Admin Soc. 2016;48(9):1101–27. https://doi.org/10.1177/0095399714532273. De Graaf G, Paanakker H. Good governance: performance values and procedural values in conflict. Am Rev Public Adm. 2015;45(6):635–52. https://doi.org/10.1177/0275074014529361. De Hartog JJ, Boogaard H, Nijland H, Hoek G. Do the health benefits of cycling outweigh the risks? Environ Health Persp. 2010;118(8):1109–16. https://doi.org/10.1289/ehp.0901747. De Lange M, De Waal M. Owning the city: new media and citizen engagement in urban design. First Monday. 2013;18(11). https://doi.org/10.5210/fm.v18i11.4954. Dewey J. In: Rogers ML, editor. The public and its problems: an essay in political inquiry. Pennsylvania: The Pennsylvania University Press; 2012. (original work published 1927). Dimoula V, Kehagia F, Tsakalidis A. A holistic approach for estimating carbon emissions of road and rail transport systems. Aerosol Air Qual Res. 2016;16(1):61–8. https://doi.org/10.4209/aaqr.2015.05.0313. Docherty I, Marsden G, Anable J. The governance of smart mobility. Transp Res Part A: Policy Pract. 2018;115:114–25. https://doi.org/10.1016/j.tra.2017.09.012. Dotterud Leiren M, Aarhaug J. Taxis and crowd-taxis: sharing as a private activity and public concern. Internet Policy Rev. 2016;5(2):1–17. https://doi.org/10.14763/2016.2.420. Elldér E. What kind of compact development makes people drive less? The “ds of the built environment” versus neighborhood amenities. J Plan Educ Res. 2018;40(4):432–46. https://doi.org/10.1177/0739456X18774120. Erhardt GD, Roy S, Cooper D, Sana B, Chen M, Castiglione J. Do transportation network companies decrease or increase congestion? Sci Adv. 2019;5:1–11 eaau2670. Ewing R, Cervero R. Travel and the built environment: a synthesis. Transport Res Rec. 2001;1780(1):87–114. https://doi.org/10.3141/1780-10. Ferreira A, Bertolini L, Næss P. Immotility as resilience? A key consideration for transport policy and research. Appl Mobilities. 2017;2(1):16–31. https://doi.org/10.1080/23800127.2017.1283121. Frenken K, Pelzer P. Reverse technology assessment in the age of the platform economy. Built Environ. 2020;46(1):22–7. https://doi.org/10.2148/benv.46.1.22. Frenken K, Van Waes A, Pelzer P, Smink M, Van Est R. Safeguarding public interests in the platform economy. Policy Internet. 2020;12(3):400–25. https://doi.org/10.1002/poi3.217. Gehl J. Cities for people. Washington, DC: Island Press; 2010. Geissinger A, Laurell C, Sandström C. Digital disruption beyond Uber and Airbnb. Tracking the long tail of the sharing economy. Technol Forecast Soc. 2020;155(1):8. https://doi.org/10.1016/j.techfore.2018.06.012. Genre-Grandpierre C, Sahuc C, Gueye S. Speed vs locations: accessibility level evaluations. The case of the ring of sciences in Lyon. Case Stud Transp Policy. 2018;6(3):423–31. https://doi.org/10.1016/j.cstp.2018.04.001. Genus A. Rethinking constructive technology assessment as democratic, reflective, discourse. Technol Forecast Soc. 2006;73(1):13–26. https://doi.org/10.1016/j.techfore.2005.06.009. Goggin G, Hollier S, Hawkins W. Internet accessibility and disability policy: lessons for digital inclusion and equality from Australia. Internet Policy Rev. 2017;6(1):1–18. https://doi.org/10.14763/2017.1.452. Haglund N, Mladenović MN, Kujala R, Weckström C, Saramäki J. Where did Kutsuplus drive us? Ex post evaluation of on-demand micro-transit pilot in the Helsinki capital region. Res Transp Bus Manag. 2019;32:100390. https://doi.org/10.1016/j.rtbm.2019.100390. Hallal PC, Andersen LB, Bull FC, Guthold R, Haskell W, Ekelund U, et al. Global physical activity levels: surveillance progress, pitfalls, and prospects. Lancet. 2012;380(9838):247–57. https://doi.org/10.1016/S0140-6736(12)60646-1. Helberger N, Pierson J, Poell T. Governing online platforms: from contested to cooperative responsibility. Inf Soc. 2018;34(1):1–14. https://doi.org/10.1080/01972243.2017.1391913. Hendriks F. Understanding good urban governance: essentials, shifts, and values. Urban Aff Rev. 2014;50(4):553–76. https://doi.org/10.1177/1078087413511782. Hoffman D, Grivel E, Battle L. Designing software architectures to facilitate accessible web applications. IBM Syst J. 2005;44(3):467–83. https://doi.org/10.1147/sj.443.0467. Hofmann S, Sæbø Ø, Braccini AM, Za S. The public sector's roles in the sharing economy and the implications for public values. Gov Inform Q. 2019;36(4):1–12, 1013992. https://doi.org/10.1016/j.giq.2019.101399. Howarth C, Ryley T. A behavioural perspective on the relationship between transport and climate change. In: Ryley T, Chapman L, editors. Transport and climate change. Bingley: Emerald; 2012. p. 261–86. https://doi.org/10.1108/S2044-9941(2012)0000002013. IJsselsteijn W, de Kort Y, Midden C, Eggen B, Van den Hoven E. Persuasive technology for human well-being: setting the scene. In: IJsselsteijn WA, De Kort YAW, Midden C, Eggen B, Van den Hoven E, editors. Persuasive technology. Heidelberg: Springer; 2006. p. 1–5. https://doi.org/10.1007/11755494_1. Ingrams A. Public values in the age of big data: a public information perspective. Policy Internet. 2019;11(2):128–48. https://doi.org/10.1002/poi3.193. IRP. The weight of cities: resource requirements of future urbanization. Nairobi: International Resource Panel, United Nations Environment Programme; 2018. http://hdl.handle.net/20.500.11822/31623. Accessed 14 Dec 2020 Jacobs J. The death and life of great American cities. New York: Vintage; 1992. (original work published 1961) Jin ST, Kong H, Wu R, Sui DZ. Ridesourcing, the sharing economy, and the future of cities. Cities. 2018;76:96–104. https://doi.org/10.1016/j.cities.2018.01.012. Jokinen JP, Sihvola T, Mladenovic MN. Policy lessons from the flexible transport service pilot Kutsuplus in the Helsinki capital region. Transp Policy. 2019;76:123–33. https://doi.org/10.1016/j.tranpol.2017.12.004. Jørgensen TB, Bozeman B. Public values: an inventory. Admin Soc. 2007;39(3):354–81. https://doi.org/10.1177/0095399707300703. Kamargianni M, Matyas M. The business ecosystem of mobility-as-a-service. In: Paper presented at the 96th Transportation Research Board (TRB) annual meeting, Washington DC; 2017. Karlsson M, Sochor J, Strömberg H. Developing the ‘service’ in mobility as a service: experiences from a field trial of an innovative travel brokerage. Transp Res Proc. 2016;14:3265–73. https://doi.org/10.1016/j.trpro.2016.05.273. Katzenbach C, Ulbricht L. Algorithmic governance. Internet Policy Rev. 2019;8(4):1–18. https://doi.org/10.14763/2019.4.1424. Kenworthy JR. Transport energy use and greenhouse gases in urban passenger transport systems: a study of 84 global cities. In: Paper presented at the international sustainability conference, Fremantle, Western Australia; 2003. Kenworthy JR. The eco-city: ten key transport and planning dimensions for sustainable city development. Environ Urban. 2006;18(1):67–85. https://doi.org/10.1177/0956247806063947. Kool L, Timmer J, Royakkers LMM, Van Est QC. Urgent upgrade: protect public values in our digitized society. The Hague: Rathenau Instituut; 2017. Lamont D, Kenyon S, Lyons G. Dyslexia and mobility-related social exclusion: the role of travel information provision. J Transp Geogr. 2013;26:147–57. https://doi.org/10.1016/j.jtrangeo.2012.08.013. Leyden KM. Social capital and the built environment: the importance of walkable neighborhoods. Am J Public Health. 2003;93(9):1546–51. https://doi.org/10.2105/AJPH.93.9.1546. Lucas K. Providing transport for social inclusion within a framework for environmental justice in the UK. Transp Res Part A: Policy Pract. 2006;40(10):801–9. https://doi.org/10.1016/j.tra.2005.12.005. Lucas K. Transport and social exclusion: where are we now? Transp Policy. 2012;20:105–13. https://doi.org/10.1016/j.tranpol.2012.01.013. Lupton D. Health promotion in the digital era: a critical commentary. Health Promot Int. 2014;30(1):174–83. https://doi.org/10.1093/heapro/dau091. Martens K. Justice in transport as justice in accessibility: applying Walzer’s ‘spheres of justice’ to the transport sector. Transportation. 2012;39(6):1035–53. https://doi.org/10.1007/s11116-012-9388-7. Martens K. Transport justice: designing fair transportation systems. New York: Routledge; 2017. Meijer A, Schäfer MT, Branderhorst M. Principes voor goed lokaal bestuur in de digitale samenleving: Een aanzet tot een normatief kader. Bestuurswetenschappen. 2019;73(4):8–23. https://doi.org/10.5553/Bw/016571942019073004003. Melis A, Mirri S, Prandi C, Prandini M, Salomoni P, Callegati F. Integrating personalized and accessible itineraries in MaaS ecosystems through microservices. Mob Networks Appl. 2018;23(1):167–76. https://doi.org/10.1007/s11036-017-0831-z. Melis A, Prandini M, Sartori L, Callegati F. Public transportation, IoT, trust and urban habits. In: International conference on internet science. Cham: Springer; 2016. Moore MH. Creating public value: strategic management in government. Cambridge: Harvard University Press; 1995. Moore MH. Recognizing public value. Cambridge: Harvard University Press; 2013. https://doi.org/10.4159/harvard.9780674067820. Mugion RG, Toni M, Raharjo H, di Pietro L, Sebathu SP. Does the service quality of urban public transport enhance sustainable mobility? J Clean Prod. 2018;174:1566–87. https://doi.org/10.1016/j.jclepro.2017.11.052. Nabatchi T. Public values frames in administration and governance. Perspect Public Manag Gov. 2018;1(1):59–72. https://doi.org/10.1093/ppmgov/gvx009. Nieto A, Lopez J. A model for the analysis of QoS and security tradeoff in mobile platforms. Mob Networks Appl. 2014;19(1):64–78. https://doi.org/10.1007/s11036-013-0462-y. Nivola PS. Laws of the landscape: how policies shape cities in Europe and America. Washington, DC: Brookings Institution Press; 1999. Oja P, Titze S, Bauman A, de Geus B, Krenn P, Reger-Nash B, et al. Health benefits of cycling: a systematic review. Scand J Med Sci Sport. 2011;21(4):496–509. https://doi.org/10.1111/j.1600-0838.2011.01299.x. Pangbourne K, Mladenović MN, Stead D, Milakis D. Questioning mobility as a service: unanticipated implications for society and governance. Transp Res Part A: Policy Pract. 2020;131:35–49. https://doi.org/10.1016/j.tra.2019.09.033. Pangbourne K, Stead D, Mladenović M, Milakis D. The case of mobility as a service: a critical reflection on challenges for urban transport and mobility governance. In: Marsden G, Reardon L, editors. Governance of the smart mobility transition. Bingley: Emerald Publishing Limited; 2018. p. 33–48. https://doi.org/10.1108/978-1-78754-317-120181003. Pelzer P, Frenken K, Boon W. Institutional entrepreneurship in the platform economy: how Uber tried (and failed) to change the Dutch taxi law. Environ Innov Soc Transitions. 2019;33:1–12. https://doi.org/10.1016/j.eist.2019.02.003. Perentis C, Vescovi M, Leonardi C, Moiso C, Musolesi M, Pianesi F, et al. Anonymous or not? Understanding the factors affecting personal mobile data disclosure. ACM Trans Internet Technol. 2017;17(2):1–19. https://doi.org/10.1145/3017431. Plantin JC, Lagoze C, Edwards PN, Sandvig C. Infrastructure studies meet platform studies in the age of Google and Facebook. New Media Soc. 2018;20(1):293–310. https://doi.org/10.1177/1461444816661553. Pucher J, Buehler R. Cycling towards a more sustainable transport future. Transp Rev. 2017;37(6):689–94. https://doi.org/10.1080/01441647.2017.1340234. Pucher J, Buehler R, Bassett DR, Dannenberg AL. Walking and cycling to health: a comparative analysis of city, state, and international data. Am J Public Health. 2010;100(10):1986–92. https://doi.org/10.2105/AJPH.2009.189324. Reinhard E, Courtin E, Van Lenthe FJ, Avendano M. Public transport policy, social engagement and mental health in older age: a quasi-experimental evaluation of free bus passes in England. J Epidemiol Community Health. 2018;72(5):361–8. https://doi.org/10.1136/jech-2017-210038. Reynaers AM. Public values in public-private partnerships. Public Adm Rev. 2014;74(1):41–50. https://doi.org/10.1111/puar.12137. Riemens R, Pelzer P, Van den Hurk M, Nast C. Mobility platforms in the city of the future: an exploratory study of public values and possible futures: Utrecht University; 2021. https://www.uu.nl/en/research/transforming-cities/algorithmic-studio. Accessed 9 Jul 2021 Robbins S. A misdirected principle with a catch: explicability for AI. Minds Mach. 2019;29(4):495–514. https://doi.org/10.1007/s11023-019-09509-3. Rodriguez Muller AP, Steen T. Behind the scenes of coproduction of smart mobility: evidence from a public values’ perspective. In: Lindgren I, et al., editors. Electronic government. EGOV 2019. Lecture notes in computer science, vol. 11685. Cham: Springer; 2019. p. 338–52. https://doi.org/10.1007/978-3-030-27325-5_26. Rodriguez-Sanchez MC, Martinez-Romo J. GAWA–manager for accessibility wayfinding apps. Int J Inf Manag. 2017;37(6):505–19. https://doi.org/10.1016/j.ijinfomgt.2017.05.011. Saelens BE, Sallis JF, Frank LD. Environmental correlates of walking and cycling: findings from the transportation, urban design, and planning literatures. Ann Behav Med. 2003;25(2):80–91. https://doi.org/10.1207/S15324796ABM2502_03. Sager T. Freedom as mobility: implications of the distinction between actual and potential travelling. Mobilities. 2006;1(3):465–88. https://doi.org/10.1080/17450100600902420. Santoni de Sio F, van den Hoven J. Meaningful human control over autonomous systems: a philosophical account. Front Robot AI. 2018;5:1–14. https://doi.org/10.3389/frobt.2018.00015. Sarasini S, Sochor J, Arby H. What characterises a sustainable MaaS business model? In: 1st international conference on mobility as a service (ICOMaaS), Tampere, Finland; 2017. p. 28–9. Scheiner J, Holz-Rau C. Travel mode choice: affected by objective or subjective determinants? Transportation (Amst). 2007;34(4):487–511. https://doi.org/10.1007/s11116-007-9112-1. Sheller M. Mobility, freedom and public space. In: Sager T, Bergmann S, editors. The ethics of mobilities: rethinking place, exclusion, freedom and environment. London: Routledge; 2016. p. 41–54. Shokri R, Theodorakopoulos G, Papadimitratos P, et al. Hiding in the mobile crowd: location privacy through collaboration. IEEE Trans Dependable Secur Comput. 2014;11(3):266–79. https://doi.org/10.1109/TDSC.2013.57. Sochor J, Strömberg H, Karlsson M. Travelers’ motives for adopting a new, innovative travel service: insights from the UbiGo field operational test in Gothenburg, Sweden. In: 21st world congress on intelligent transport systems, Detroit; 2014. Sochor J, Strömberg H, Karlsson M. Implementing mobility as a service: challenges in integrating user, commercial, and societal perspectives. Transp Res Rec J Transp Res Board. 2015a;2536(1):1–9. https://doi.org/10.3141/2536-01. Sochor J, Strömberg H, Karlsson M. An innovative mobility service to facilitate changes in travel behavior and mode choice. In: 22nd world congress on intelligent transportation systems, Bordeaux; 2015b. Sourbati M, Behrendt F. Smart mobility, age and data justice. New Media Soc. 2020;23(6):1–17. https://doi.org/10.1177/1461444820902682. Spagnoletti P, Resca A, Lee G. A design theory for digital platforms supporting online communities: a multiple case study. J Inf Technol. 2015;30(4):364–80. https://doi.org/10.1057/jit.2014.37. Spahn A. Moralizing mobility?: persuasive technologies and the ethics of mobility. Transfers. 2013;3(2):108–15. https://doi.org/10.3167/trans.2013.030207. Suzor N. Digital constitutionalism: using the rule of law to evaluate the legitimacy of governance by platforms. Soc Media + Soc. 2018;4:1–11. https://doi.org/10.1177/2056305118787812. Szell M. Crowdsourced quantification and visualization of urban mobility space inequality. Urban Plan. 2018;3:1–20. https://doi.org/10.17645/up.v3i1.1209. Timmermans H, van der Waerden P, Alves M, Polak J, Ellis S, Harvey AS, et al. Spatial context and the complexity of daily travel patterns: an international comparison. J Transp Geogr. 2003;11(1):37–46. https://doi.org/10.1016/S0966-6923(02)00050-9. Van den Hurk M, Pelzer P, Riemens R. Governance challenges of mobility platforms: the case of Merwede, Utrecht. Eur Transp Res Rev. 2021;13(23):1–12. https://doi.org/10.1186/s12544-021-00483-5. Van der Graaf S, Ballon P. Navigating platform urbanism. Technol Forecast Soc Change. 2019;142:364–72. https://doi.org/10.1016/j.techfore.2018.07.027. Van Dijck J, Poell T, De Waal M. The platform society: public values in a connective world. Oxford: Oxford University Press; 2018. Van Wee B, Annema JA, Banister D. The transport system and transport policy: an introduction. Chelterham: Edward Elgar Publishing; 2013. Veeneman WW, Van Kuijk JI, Hiemstra-van Mastrigt S. Exploring governance strategies and their consequences for personal mobility systems. In: Mueller B, Meyer G, editors. Towards user-centric transport in Europe 2: enablers of inclusive, seamless and sustainable mobility. Cham: Springer Nature; 2020. p. 225–39. https://doi.org/10.1007/978-3-030-38028-1_16. Warburton DER, Nicol CW, Bredin SSD. Health benefits of physical activity: the evidence. CMAJ. 2006;174(6):801–9. https://doi.org/10.1503/cmaj.051351. Wen J, Chen YX, Nassir N, Zhao J. Transit-oriented autonomous vehicle operation with integrated demand-supply interaction. Transp Res Part C Emerg Technol. 2018;97:216–34. https://doi.org/10.1016/j.trc.2018.10.018. Woodcock J, Edwards P, Tonne C, Armstrong BG, Ashiru O, Banister D, et al. Public health benefits of strategies to reduce greenhouse-gas emissions: urban land transport. Lancet. 2009;374(9705):1930–43. https://doi.org/10.1016/S0140-6736(09)61714-1. Zuboff S. The age of surveillance capitalism: the fight for a human future at the new frontier of power. London: Profile Books; 2019.