Статті в журналах з теми "Transportation, Automotive Taxation Australia"

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1

Sarvi, Majid. "International Symposium on Transportation Simulation, Australia, August 2008." Transportation Research Part C: Emerging Technologies 18, no. 6 (December 2010): 841. http://dx.doi.org/10.1016/j.trc.2010.07.004.

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2

O'Hern, Steve, Amanda N. Stephens, Nora Estgfaeller, Victoria Moore, and Sjaan Koppel. "Self-reported pedestrian behaviour in Australia." Transportation Research Part F: Traffic Psychology and Behaviour 75 (November 2020): 134–44. http://dx.doi.org/10.1016/j.trf.2020.10.002.

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3

Horberry, Tim, Cathy Bubnich, Laurence Hartley, and Dave Lamble. "Drivers' use of hand-held mobile phones in Western Australia." Transportation Research Part F: Traffic Psychology and Behaviour 4, no. 3 (September 2001): 213–18. http://dx.doi.org/10.1016/s1369-8478(01)00022-5.

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4

Vij, Akshay, Stacey Ryan, Spring Sampson, and Susan Harris. "Consumer preferences for Mobility-as-a-Service (MaaS) in Australia." Transportation Research Part C: Emerging Technologies 117 (August 2020): 102699. http://dx.doi.org/10.1016/j.trc.2020.102699.

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5

Key, C. E. J., A. P. Morris, and N. J. Mansfield. "A study investigating the comparative situation awareness of older and younger drivers when driving a route with extended periods of cognitive taxation." Transportation Research Part F: Traffic Psychology and Behaviour 49 (August 2017): 145–58. http://dx.doi.org/10.1016/j.trf.2017.05.007.

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6

Sakashita, Chika, Teresa Senserrick, Serigne Lo, Soufiane Boufous, Liz de Rome, and Rebecca Ivers. "The Motorcycle Rider Behavior Questionnaire: Psychometric properties and application amongst novice riders in Australia." Transportation Research Part F: Traffic Psychology and Behaviour 22 (January 2014): 126–39. http://dx.doi.org/10.1016/j.trf.2013.10.005.

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7

Fraser, Michelle L., and Lynn B. Meuleners. "Characteristics of unsafe events involving a motor vehicle for group riders in Western Australia: A naturalistic study." Transportation Research Part F: Traffic Psychology and Behaviour 74 (October 2020): 40–51. http://dx.doi.org/10.1016/j.trf.2020.08.004.

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8

Oldmeadow, Julian A., Samantha Povey, Andrew Povey, and Christine Critchley. "Driver anger towards cyclists in Australia: Investigating the role of the perceived legitimacy of cyclists as road users." Transportation Research Part F: Traffic Psychology and Behaviour 63 (May 2019): 240–51. http://dx.doi.org/10.1016/j.trf.2019.04.021.

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9

Cullinane, Bernadette, and Steve McGill. "Big oil in 2030: thriving (and driving) in a carbon constrained future." APPEA Journal 58, no. 2 (2018): 525. http://dx.doi.org/10.1071/aj17090.

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What if you knew that, 12 years from now, demand for your product would dramatically fall? What would you do? The transportation sector is responsible for more than 60% of worldwide demand for petroleum products. However, several countries have recently introduced policies banning the internal combustion engine (ICE) and/or supporting electric vehicles (EVs), which could have a major impact on this demand. Norway, India, The Netherlands, Germany, China and the UK have all made such announcements. Furthermore, the increasing affordability and reliability of EVs combined with their excellent maintenance and automation capabilities have driven EVs to become among the best-selling luxury cars available today. There is no way to be certain what the new normal of 2030 may bring for petroleum transportation fuels and the automotive industry. Forecasts range from a world dominated by EVs and substantially reduced demand for oil, to scenarios where the impact to petroleum demand is less than 10%. Whatever the future may bring, renewable energy paired with flexible and intelligent EVs is emerging as a threat, to which the petroleum and automotive industries are responding with a myriad of strategies. Throughout history, even small disruptions in supply or demand have resulted in major impacts on industry profitability. Based on case studies from around the world and work with large petroleum companies in Australia, this paper discusses how leading companies are preparing for a post-ICE world and considers what steps petroleum and automotive industry executives should be taking today to ensure that they remain vibrant and viable in the new normal of 2030 and beyond.
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10

Guo, Yanyong, Mohamed Essa, Tarek Sayed, Md Mazharul Haque, and Simon Washington. "A comparison between simulated and field-measured conflicts for safety assessment of signalized intersections in Australia." Transportation Research Part C: Emerging Technologies 101 (April 2019): 96–110. http://dx.doi.org/10.1016/j.trc.2019.02.009.

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11

Poulos, R. G., J. Hatfield, C. Rissel, L. K. Flack, R. Grzebieta, and A. S. McIntosh. "Cyclists’ self-reported experiences of, and attributions about, perceived aggressive behaviour while sharing roads and paths in New South Wales, Australia." Transportation Research Part F: Traffic Psychology and Behaviour 64 (July 2019): 14–24. http://dx.doi.org/10.1016/j.trf.2019.04.027.

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12

McDonald, Hayley, Janneke Berecki-Gisolf, Karen Stephan, and Stuart Newstead. "Preventing road crashes: Do infringements for traffic offences have a deterrent effect amongst drivers aged 40+? An examination of administrative data from Victoria, Australia." Transportation Research Part F: Traffic Psychology and Behaviour 69 (February 2020): 91–100. http://dx.doi.org/10.1016/j.trf.2020.01.004.

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13

Love, Steven, Lee Kannis-Dymand, Jeremy Davey, and James Freeman. "Metacognition, rumination and road rage: An examination of driver anger progression and expression in Australia." Transportation Research Part F: Traffic Psychology and Behaviour 84 (January 2022): 21–32. http://dx.doi.org/10.1016/j.trf.2021.11.015.

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14

WHEATLEY, Greg, Arash BABAMIRI, and Bronson PHILIPPA. "VIBRATION ANALYSIS OF AN AIRLIE BEACH HOUSE: A CASE STUDY IN AUSTRALIA." Scientific Journal of Silesian University of Technology. Series Transport 114 (January 1, 2022): 179–92. http://dx.doi.org/10.20858/sjsutst.2022.114.15.

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Airlie beach houses are quite common in the coastal areas of Australia. These houses, similar to other buildings, provide comfort for their residents. House comfort is not limited to temperature or sound pollution, vibration can be considered as another equally important factor. In this article, the vibration of an Airlie beach house was investigated. The base steel structure was modeled in SolidWorks and Space Gass for evaluating stress distribution and nodal displacement, respectively. To find the root cause of the distressing vibration of the house, which was felt with dwellings, the axial acceleration of the house’s structure was determined. Some feasible solutions such as adding a fiber-reinforced polymer joist hanger, inserting additional rubber padding to the joist hanger, and attaching additional bracing, were discussed and a cost analysis was considered for the solutions. Eventually, the nature of the best solution, which was adding rubber, was tested experimentally.
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15

Irannezhad, Elnaz, and Renuka Mahadevan. "Examining factors influencing the adoption of solo, pooling and autonomous ride-hailing services in Australia." Transportation Research Part C: Emerging Technologies 136 (March 2022): 103524. http://dx.doi.org/10.1016/j.trc.2021.103524.

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16

Foxwell, Sarah, Ioni Lewis, and Barry Watson. "Identifying factors that predict seatbelt use among drivers in Queensland, Australia using an extended theory of planned behaviour." Transportation Research Part F: Traffic Psychology and Behaviour 92 (January 2023): 56–72. http://dx.doi.org/10.1016/j.trf.2022.11.005.

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17

Rafique, Sohaib, and Graham E. Town. "Potential for electric vehicle adoption in Australia." International Journal of Sustainable Transportation 13, no. 4 (September 5, 2018): 245–54. http://dx.doi.org/10.1080/15568318.2018.1463416.

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18

Fuller, Glen, Kieran McGuinness, Gordon Waitt, Ian Buchanan, and Tess Lea. "The reactivated bike: Self-reported cycling activity during the 2020 COVID-19 pandemic in Australia." Transportation Research Interdisciplinary Perspectives 10 (June 2021): 100377. http://dx.doi.org/10.1016/j.trip.2021.100377.

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19

Ambrey, Christopher, and Matthew Bitzios. "Demystifying residents' walking behaviors: Active transport in South East Queensland, Australia." International Journal of Sustainable Transportation 12, no. 10 (March 9, 2018): 737–52. http://dx.doi.org/10.1080/15568318.2018.1434577.

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20

BLIŠŤANOVÁ, Monika, Michaela KEŠEĽOVÁ, and Ľubomíra BRŮNOVÁ. "A SYSTEMATIC REVIEW OF SAFETY MANAGEMENT SYSTEM (SMS) IN AVIATION WITH A FOCUS ON THE SAFETY LEVEL." Scientific Journal of Silesian University of Technology. Series Transport 113 (December 1, 2021): 29–43. http://dx.doi.org/10.20858/sjsutst.2021.113.3.

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Safety is generally characterised as the state of being “safe”, the condition of being protected from harm or other non-desirable consequences. One effective way of achieving it is to implement a safety management system (SMS). SMS should be seen as an aggregate strategic aspect of standard business management, understanding its high priority to safety. This article describes and illustrates SMS in aviation, focusing on the similarities and differences in the system approaches adopted by selected Civil Aviation Authorities (CAAs) with the primary focus on the safety level. The main goal is to provide a structural comparison of the system framework within individual CAAs and its explanation in safety-related documents. This article also dealt with the chosen safety approach (reactive, proactive and predictive) and safety performance indicators (SPIs), forming a quality and effective safety system that maintains an acceptable safety level. Finally, this article is mainly based on datasets publicly available through the International Civil Aviation Organisation, Transport Canada, Civil Aviation Safety Authority Australia, Federal Aviation Administration, UK Civil Aviation Authority, Civil Aviation Administration of China and Civil Aviation Authority of New Zealand websites and documentation related to safety.
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21

Allwright, Joshua, Akhlaqur Rahman, Marcus Coleman, and Ambarish Kulkarni. "Heavy Multi-Articulated Vehicles with Electric and Hybrid Power Trains for Road Freight Activity: An Australian Context." Energies 15, no. 17 (August 26, 2022): 6237. http://dx.doi.org/10.3390/en15176237.

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The electrification of vehicles from the automotive and public transport industries can reduce harmful emissions if implemented correctly, but there is little evidence of whether the electrification of heavy freight transportation vehicles (HFTVs), such as multi-articulated vehicles, used in the freight industry could see the same benefits. This work studied heavy multi-articulated freight vehicles and developed a comparative analysis between electric and conventional diesel power trains to reduce their total emissions. Real-world drive cycle data were obtained from a heavy multi-articulated freight vehicle operating around Melbourne, Australia, with a gross combination mass (GCM) of up to 66,000 kg. Numerical models of the case study freight vehicle were then simulated with diesel, through-the-road parallel (TTRP) hybrid and electric power trains over the five different drive cycles with fuel and energy consumption results quantified. Battery weights were added on top of the real-world operating GCMs to assure the operational payload did not have to be reduced to accommodate the addition of electric power trains. The fuel and energy consumptions were then used to estimate the real-world emissions and compared. The results showed a positive reduction in tailpipe emissions, but total greenhouse emission was worse for operation in Melbourne if batteries were charged off the grid. However, if Melbourne can move towards more renewable energy and change its emission factor for generating electricity down to 0.49 kg CO2-e/kWh, a strong decarbonization could be possible for the Australian road freight industry and could help meet emission reduction targets set out in the 2015 Paris Agreement.
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22

Taylor, Michael A. P. "Voluntary Travel Behavior Change Programs in Australia: The Carrot Rather Than the Stick in Travel Demand Management." International Journal of Sustainable Transportation 1, no. 3 (July 11, 2007): 173–92. http://dx.doi.org/10.1080/15568310601092005.

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23

Ottesen, Andri, and Sumayya Banna. "Why so few EVs are in Kuwait and how to amend it." International Journal of Engineering & Technology 10, no. 2 (September 28, 2021): 181. http://dx.doi.org/10.14419/ijet.v10i2.31754.

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The automotive industry is at a crossroad. Electric Vehicles (EV) now pose an existential threat to the Internal Combustion Engine (ICE). In some Northern European nations over 50% of new cars sold are EVs, owing in large part to substantial financial incentives to buy and own an EV, such as tax discounts when purchasing an EV, fuel savings, and preferential use of transportation infrastructure. These countries have pledged to cease all imports of non-EVs by 2035. On the other end of the spectrum are Gulf Cooperation Council (GCC) countries, where EVs account for less than 1 percent of vehicles on the road, due in large part to financial and non-financial impediments to buying and owning an EV. In addition, the price per kilometer driven in the GCC is considerably lower with gasoline than with electricity, which contradicts the European experience where cost savings from electricity versus gasoline can be around 8 to 1. Furthermore, as there is an absence of purchase and ownership/utilization taxation of vehicles in the GCC, no tax discount can be levied, in contrast to the EV tax incentives common in Europe. This paper explores which qualities of driving and owning an EV in the GCC are necessary to persuade certain kinds of new automobile consumers to pay a higher purchasing price for owning an EV as opposed to an ICE, in spite of higher costs for electricity compared to gasoline per kilometer driven. This pilot study attempts to provide an insight to new car purchasing behavior among consumers in Kuwait via a qualitative innovative approach known as ‘Q Methodology’. Interestingly, the factors that emerged from the research represent three subjective perspectives of new car purchase in Kuwait which were labeled as Factor 1, ‘Value Seeker’; Factor 2, ‘Safety Seeker’; and Factor 3, ‘Performance Seeker’. The study concludes that given financial constraints, the ‘Value Seeker’ group is not likely to become an early adopter of EVs in the GCC region. Conversely, the ‘Performance Seeker’, which includes mainly younger men who are more likely to view the fast acceleration of EVs as a deciding factor, and the ‘Safety Seekers’, who are mainly younger women who would value the environmental aspects of EVs as well as the quiet driving experience and low maintenance requirements are determining factors for EV adoption in the GCC region in the future.
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24

Hendrigan, Cole, and Peter Newman. "Dense, mixed-use, walkable urban precinct to support sustainable transport or vice versa? A model for consideration from Perth, Western Australia." International Journal of Sustainable Transportation 11, no. 1 (February 2, 2016): 11–19. http://dx.doi.org/10.1080/15568318.2015.1106225.

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25

Gourvish, Terry, Laurent Bonnaud, Michael Robbins, Federico Paolini, Margaret Walsh, Dorian Gerhold, Paul Rosen, et al. "Book Reviews: Railways in Britain and the United States, 1830–1940: Studies in Economic and Business History, Naissance d'une Industrie touristique: Les Anglais et la Suisse au XIXe siècle, Track, Politica ed economia dei trasporti, secoli XIX–XX: Una storia della modernizzazione in Italia, Coast to Coast by Automobile: The pioneering trips, the Technical Development of Roads in Britain, the Ride to Modernity: The Bicycle in Canada, 1869–1900, the Bicycle in Wartime: An Illustrated History, Iron Shipbuilding on the Thames, 1832–1915: An Economic and Business History, Clyde River Steamers 1872–1922, Echoes of Old Clyde Paddle Wheels: The First Sixty Years from the Comet of 1812, the Cambridge Urban History of Britain II, 1540–1840, Chicago Maritime: An Illustrated History, Wheels and Deals: The Automotive Industry in Twentieth-Century Australia, Deregulation and Liberalisation of the Airline Industry: Asia, Europe, North America and Oceania, Railway Records: A Guide to Sources." Journal of Transport History 23, no. 2 (September 2002): 188–205. http://dx.doi.org/10.7227/tjth.23.2.8.

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26

Eisenmann, Christine, Felix Steck, Lars Hedemann, Barbara Lenz, and Florian Koller. "Distributional effects of carbon taxation in passenger transport with lump-sum offset: low income households, retirees and families would benefit in Germany." European Transport Research Review 12, no. 1 (September 21, 2020). http://dx.doi.org/10.1186/s12544-020-00442-6.

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Abstract Background The introduction of a carbon tax on passenger transport is currently being discussed in Germany. Various stakeholders favour a consumption-based, revenue-neutral carbon tax with a uniform lump-sum offset for private households and a tax rate of 40 € per ton of CO2. Objective In this study, we examine the distributional effects of carbon taxation for the German passenger transport sector under the assumption of the proposed tax model. We discuss as to what extent which socioeconomic groups would be burdened and who might even benefit from carbon taxation. To answer these questions we use a uniquely modelled data set that encompasses all forms of passenger transport (i.e. in Germany and abroad) of the German resident population over 1 year. The national household travel survey Mobility in Germany 2017 is the basis of the microscopic data set. We derive annual CO2 emissions and carbon tax burdens for various population groups using the data on passenger transport, as well as specific emission factors. Results Results show that low income households, retirees, single parents and family households with two or more children would benefit from the proposed carbon taxation scheme due to below-average emissions per person; in contrast, working age households without children and car owners with heavy car use would be burdened. Our results are of particular relevance to transport researchers, transport politicians and decision makers as a basis for designing, developing and introducing a carbon taxation scheme.
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27

Sjöman, Martin, Tina Ringenson, and Anna Kramers. "Exploring everyday mobility in a living lab based on economic interventions." European Transport Research Review 12, no. 1 (January 23, 2020). http://dx.doi.org/10.1186/s12544-019-0392-2.

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AbstractNew mobility solutions, such as Mobility as a Service, have been suggested to have the potential to reduce car ownership and be part of a transition towards a more sustainable transportation system. However, research suggests that governance measures such as taxation and policies will be needed to ensure sustainability aspects. This paper explores everyday mobility by use of interventions in people’s everyday lives. The focus is on identifying underlying factors that may motivate or hinder changes that are positive from a sustainability perspective. This is then put in the perspective of new mobility services and policy making. Our findings support the view that privately owned cars are hard to replace with new mobility services that contribute to sustainability and are not based on individual cars. Economic interventions for increased sustainability will likely have limited effects, since the alternatives do not offer what car owners value most. Also, limited understanding of the car’s full costs may make the new services appear comparatively more expensive. Furthermore, urban planning to reduce the need for travel, and the capacity of the physical public transport infrastructure will continue to be important. Long vacation trips and “medium sized flows” are identified as opportunities for further research and for new solutions to support sustainable mobility transitions.
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28

"Impact of using adulterated automotive diesel on the exhaust emissions of a stationary diesel engine." Issue 3 8, no. 3 (April 29, 2013): 291–96. http://dx.doi.org/10.30955/gnj.000438.

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The EU Directives and legislation by worldwide environmental authorities impose constantly lower levels for the airborne pollutant emissions of internal combustion engines towards the goal of zero emission vehicles. During the last decade, engine manufacturers, refiners and fuel companies invest highly in order to comply with the increasingly severe emission requirements. The diesel engine is widely used for transportation, manufacture, power generation, construction and farming operations. There are different kinds of diesel engine depending on their application: small, high speed, indirect-injection engines or low speed, direct -injection behemoths with cylinders more than one meter in diameter. Their main advantages are the efficiency, economy and reliability. The physicochemical properties of the diesel fuels and the engine design affect the operability, the efficiency and the performance of the diesel engine and they correlate to the exhaust emissions. In Greece, the diesel fuel market steadily increases during the last years. The fuels produced by the refineries usually comply with the existing specifications. However, alterations in the fuel properties may occur through the supply chain to the service stations due to failures of the distribution system (i.e. contamination with water, tank sludge and residues) or adulteration with lower value and taxation fuels (heating oil, marine diesel or industrial solvents). The transportation sector is a major source of air pollution. It contributes to harmful exhaust emissions, such as greenhouse gas emissions, carbon monoxide, sulfur oxides (SOx), nitrogen oxides (ΝΟx), unburned hydrocarbons (HC) and particulate matter (PM) emissions. In this paper, PM and exhaust emissions from a stationary single cylinder diesel engine were examined. For comparison purposes, tests were carried out with a typical automotive diesel fuel of the Greek market and with adulterated fuels with heating oil or white spirit. The noncomplying diesel fuels gave increased emissions in all cases with only exception the PM emissions due to adulteration with white spirit. More specifically, the experimental results for the adulterated fuels with heating diesel showed an increase of the nitrogen oxide emissions up to 73.9%, of the unburned hydrocarbons up to 29.6% and of PM up to 121% compared to the baseline diesel fuel emissions.
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29

Østli, Vegard, Lasse Fridstrøm, Niels Buus Kristensen, and Gunnar Lindberg. "Comparing the Scandinavian automobile taxation systems and their CO2 mitigation effects." International Journal of Sustainable Transportation, August 4, 2021, 1–18. http://dx.doi.org/10.1080/15568318.2021.1949763.

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30

Kent, Jennifer L., and Corinne Mulley. "Understanding perspectives on policy change: The case of dogs on public transport in Sydney, Australia." International Journal of Sustainable Transportation, May 31, 2021, 1–18. http://dx.doi.org/10.1080/15568318.2021.1919798.

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31

Balbontin, Camila, David A. Hensher, Loan Ho, and Edward Wei. "Identifying the relationship between tyre performance, fuel consumption and maintenance costs in operating urban bus services: A case study in Sydney, Australia using telematics and fitted sensors." International Journal of Sustainable Transportation, February 25, 2022, 1–21. http://dx.doi.org/10.1080/15568318.2022.2039977.

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Lee, Ashlin. "In the Shadow of Platforms." M/C Journal 24, no. 2 (April 27, 2021). http://dx.doi.org/10.5204/mcj.2750.

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Анотація:
Introduction This article explores the changing relational quality of “the shadow of hierarchy”, in the context of the merging of platforms with infrastructure as the source of the shadow of hierarchy. In governance and regulatory studies, the shadow of hierarchy (or variations thereof), describes the space of influence that hierarchal organisations and infrastructures have (Héritier and Lehmkuhl; Lance et al.). A shift in who/what casts the shadow of hierarchy will necessarily result in changes to the attendant relational values, logics, and (techno)socialities that constitute the shadow, and a new arrangement of shadow that presents new challenges and opportunities. This article reflects on relevant literature to consider two different ways the shadow of hierarchy has qualitatively changed as platforms, rather than infrastructures, come to cast the shadow of hierarchy – an increase in scalability; and new socio-technical arrangements of (non)participation – and the opportunities and challenges therein. The article concludes that more concerted efforts are needed to design the shadow, given a seemingly directionless desire to enact data-driven solutions. The Shadow of Hierarchy, Infrastructures, and Platforms The shadow of hierarchy refers to how institutional, infrastructural, and organisational hierarchies create a relational zone of influence over a particular space. This commonly refers to executive decisions and legislation created by nation states, which are cast over private and non-governmental actors (Héritier and Lehmkuhl, 2). Lance et al. (252–53) argue that the shadow of hierarchy is a productive and desirable thing. Exploring the shadow of hierarchy in the context of how geospatial data agencies govern their data, Lance et al. find that the shadow of hierarchy enables the networked governance approaches that agencies adopt. This is because operating in the shadow of institutions provides authority, confers bureaucratic legitimacy and top-down power, and offers financial support. The darkness of the shadow is thus less a moral or ethicopolitical statement (such as that suggested by Fisher and Bolter, who use the idea of darkness to unpack the morality of tourism involving death and human suffering), and instead a relationality; an expression of differing values, logics, and (techno)socialities internal and external to those infrastructures and institutions that cast it (Gehl and McKelvey). The shadow of hierarchy might therefore be thought of as a field of relational influences and power that a social body casts over society, by virtue of a privileged position vis-a-vis society. It modulates society’s “light”; the resources (Bourdieu) and power relationships (Foucault) that run through social life, as parsed through a certain institutional and infrastructural worldview (the thing that blocks the light to create the shadow). In this way the shadow of hierarchy is not a field of absolute blackness that obscures, but instead a gradient of light and dark that creates certain effects. The shadow of hierarchy is now, however, also being cast by decentralised, privately held, and non-hierarchal platforms that are replacing or merging with public infrastructure, creating new social effects. Platforms are digital, socio-technical systems that create relationships between different entities. They are most commonly built around a relatively fixed core function (such as a social media service like Facebook), that then interacts with a peripheral set of complementors (advertising companies and app developers in the case of social media; Baldwin and Woodard), to create new relationships, forms of value, and other interactions (van Dijck, The Culture of Connectivity). In creating these relationships, platforms become inherently political (Gillespie), shaping relationships and content on the platform (Suzor) and in embodied life (Ajunwa; Eubanks). While platforms are often associated with optional consumer platforms (such as streaming services like Spotify), they have increasingly come to occupy the place of public infrastructure, and act as a powerful enabler to different socio-technical, economic, and political relationships (van Dijck, Governing Digital Societies). For instance, Plantin et al. argue that platforms have merged with infrastructures, and that once publicly held and funded institutions and essential services now share many characteristics with for-profit, privately held platforms. For example, Australia has had a long history of outsourcing employment services (Webster and Harding), and nearly privatised its entire visa processing data infrastructure (Jenkins). Platforms therefore have a greater role in casting the shadow of hierarchy than before. In doing so, they cast a shadow that is qualitatively different, modulated through a different set of relational values and (techno)socialities. Scalability A key difference and selling point of platforms is their scalability; since they can rapidly and easily up- and down-scale their functionalities in a way that traditional infrastructure cannot (Plantin et al.). The ability to respond “on-demand” to infrastructural requirements has made platforms the go-to service delivery option in the neo-liberalised public infrastructure environment (van Dijck, Governing Digital Societies). For instance, services providers like Amazon Web Services or Microsoft Azure provide on demand computing capacity for many nations’ most valuable services, including their intelligence and security capabilities (Amoore, Cloud Ethics; Konkel). The value of such platforms to government lies in the reduced cost and risk that comes with using rented capabilities, and the enhanced flexibility to increase or decrease their usage as required, without any of the economic sunk costs attached to owning the infrastructure. Scalability is, however, not just about on-demand technical capability, but about how platforms can change the scale of socio-technical relationships and services that are mediated through the platform. This changes the relational quality of the shadow of hierarchy, as activities and services occurring within the shadow are now connected into a larger and rapidly modulating scale. Scalability allows the shadow of hierarchy to extend from those in proximity to institutions to the broader population in general. For example, individual citizens can more easily “reach up” into governmental services and agencies as a part of completing their everyday business through platform such as MyGov in Australia (Services Australia). Using a smartphone application, citizens are afforded a more personalised and adaptive experience of the welfare state, as engaging with welfare services is no-longer tied to specific “brick-and-mortar” locations, but constantly available through a smartphone app and web portal. Multiple government services including healthcare and taxation are also connected to this platform, allowing users to reach across multiple government service domains to complete their personal business, seeking information and services that would have once required separate communications with different branches of government. The individual’s capacities to engage with the state have therefore upscaled with this change in the shadow, retaining a productivity and capacity enhancing quality that is reminiscent of older infrastructures and institutions, as the individual and their lived context is brought closer to the institutions themselves. Scale, however, comes with complications. The fundamental driver for scalability and its adaptive qualities is datafication. This means individuals and organisations are inflecting their operational and relational logics with the logic of datafication: a need to capture all data, at all times (van Dijck, Datafication; Fourcade and Healy). Platforms, especially privately held platforms, benefit significantly from this, as they rely on data to drive and refine their algorithmic tools, and ultimately create actionable intelligence that benefits their operations. Thus, scalability allows platforms to better “reach down” into individual lives and different social domains to fuel their operations. For example, as public transport services become increasingly datafied into mobility-as-a-service (MAAS) systems, ride sharing and on-demand transportation platforms like Uber and Lyft become incorporated into the public transport ecosystem (Lyons et al.). These platforms capture geospatial, behavioural, and reputational data from users and drivers during their interactions with the platform (Rosenblat and Stark; Attoh et al.). This generates additional value, and profits, for the platform itself with limited value returned to the user or the broader public it supports, outside of the transport service. It also places the platform in a position to gain wider access to the population and their data, by virtue of operating as a part of a public service. In this way the shadow of hierarchy may exacerbate inequity. The (dis)benefits of the shadow of hierarchy become unevenly spread amongst actors within its field, a function of an increased scalability that connects individuals into much broader assemblages of datafication. For Eubank, this can entrench existing economic and social inequalities by forcing those in need to engage with digitally mediated welfare systems that rely on distant and opaque computational judgements. Local services are subject to increased digital surveillance, a removal of agency from frontline advocates, and algorithmic judgement at scale. More fortunate citizens are also still at risk, with Nardi and Ekbia arguing that many digitally scaled relationships are examples of “heteromation”, whereby platforms convince actors in the platform to labour for free, such as through providing ratings which establish a platform’s reputational economy. Such labour fuels the operation of the platform through exploiting users, who become both a product/resource (as a source of data for third party advertisers) and a performer of unrewarded digital labour, such as through providing user reviews that help guide a platform’s algorithm(s). Both these examples represent a particularly disconcerting outcome for the shadow of hierarchy, which has its roots in public sector institutions who operate for a common good through shared and publicly held infrastructure. In shifting towards platforms, especially privately held platforms, value is transmitted to private corporations and not the public or the commons, as was the case with traditional infrastructure. The public also comes to own the risks attached to platforms if they become tied to public services, placing a further burden on the public if the platform fails, while reaping none of the profit and value generated through datafication. This is a poor bargain at best. (Non)Participation Scalability forms the basis for a further predicament: a changing socio-technical dynamic of (non)participation between individuals and services. According to Star (118), infrastructures are defined through their relationships to a given context. These relationships, which often exist as boundary objects between different communities, are “loosely structured in common use, and become tightly bound in particular locations” (Star, 118). While platforms are certainly boundary objects and relationally defined, the affordances of cloud computing have enabled a decoupling from physical location, and the operation of platforms across time and space through distributed digital nodes (smartphones, computers, and other localised hardware) and powerful algorithms that sort and process requests for service. This does not mean location is not important for the cloud (see Amoore, Cloud Geographies), but platforms are less likely to have a physically co-located presence in the same way traditional infrastructures had. Without the same institutional and infrastructural footprint, the modality for participating in and with the shadow of hierarchy that platforms cast becomes qualitatively different and predicated on digital intermediaries. Replacing a physical and human footprint with algorithmically supported and decentralised computing power allows scalability and some efficiency improvements, but it also removes taken-for-granted touchpoints for contestation and recourse. For example, ride-sharing platform Uber operates globally, and has expressed interest in operating in complement to (and perhaps in competition with) public transport services in some cities (Hall et al.; Conger). Given that Uber would come to operate as a part of the shadow of hierarchy that transport authorities cast over said cities, it would not be unreasonable to expect Uber to be subject to comparable advocacy, adjudication, transparency, and complaint-handling requirements. Unfortunately, it is unclear if this would be the case, with examples suggesting that Uber would use the scalability of its platform to avoid these mechanisms. This is revealed by ongoing legal action launched by concerned Uber drivers in the United Kingdom, who have sought access to the profiling data that Uber uses to manage and monitor its drivers (Sawers). The challenge has relied on transnational law (the European Union’s General Data Protection Regulation), with UK-based drivers lodging claims in Amsterdam to initiate the challenge. Such costly and complex actions are beyond the means of many, but demonstrate how reasonable participation in socio-technical and governance relationships (like contestations) might become limited, depending on how the shadow of hierarchy changes with the incorporation of platforms. Even if legal challenges for transparency are successful, they may not produce meaningful change. For instance, O’Neil links algorithmic bias to mathematical shortcomings in the variables used to measure the world; in the creation of irritational feedback loops based on incorrect data; and in the use of unsound data analysis techniques. These three factors contribute to inequitable digital metrics like predictive policing algorithms that disproportionately target racial minorities. Large amounts of selective data on minorities create myopic algorithms that direct police to target minorities, creating more selective data that reinforces the spurious model. These biases, however, are persistently inaccessible, and even when visible are often unintelligible to experts (Ananny and Crawford). The visibility of the technical “installed base” that support institutions and public services is therefore not a panacea, especially when the installed base (un)intentionally obfuscates participation in meaningful engagement like complaints handling. A negative outcome is, however, also not an inevitable thing. It is entirely possible to design platforms to allow individual users to scale up and have opportunities for enhanced participation. For instance, eGovernance and mobile governance literature have explored how citizens engage with state services at scale (Thomas and Streib; Foth et al.), and the open government movement has demonstrated the effectiveness of open data in understanding government operations (Barns; Janssen et al.), although these both have their challenges (Chadwick; Dawes). It is not a fantasy to imagine alternative configurations of the shadow of hierarchy that allow more participatory relationships. Open data could facilitate the governance of platforms at scale (Box et al.), where users are enfranchised into a platform by some form of membership right and given access to financial and governance records, in the same way that corporate shareholders are enfranchised, facilitated by the same app that provides a service. This could also be extended to decision making through voting and polling functions. Such a governance form would require radically different legal, business, and institutional structures to create and enforce this arrangement. Delacoix and Lawrence, for instance, suggest that data trusts, where a trustee is assigned legal and fiduciary responsibility to achieve maximum benefit for a specific group’s data, can be used to negotiate legal and governance relationships that meaningfully benefit the users of the trust. Trustees can be instructed to only share data to services whose algorithms are regularly audited for bias and provide datasets that are accurate representations of their users, for instance, avoiding erroneous proxies that disrupt algorithmic models. While these developments are in their infancy, it is not unreasonable to reflect on such endeavours now, as the technologies to achieve these are already in use. Conclusions There is a persistent myth that data will yield better, faster, more complete results in whatever field it is applied (Lee and Cook; Fourcade and Healy; Mayer-Schönberger and Cukier; Kitchin). This myth has led to data-driven assemblages, including artificial intelligence, platforms, surveillance, and other data-technologies, being deployed throughout social life. The public sector is no exception to this, but the deployment of any technological solution within the traditional institutions of the shadow of hierarchy is fraught with challenges, and often results in failure or unintended consequences (Henman). The complexity of these systems combined with time, budgetary, and political pressures can create a contested environment. It is this environment that moulds societies' light and resources to cast the shadow of hierarchy. Relationality within a shadow of hierarchy that reflects the complicated and competing interests of platforms is likely to present a range of unintended social consequences that are inherently emergent because they are entering into a complex system – society – that is extremely hard to model. The relational qualities of the shadow of hierarchy are therefore now more multidimensional and emergent, and experiences relating to socio-technical features like scale, and as a follow-on (non)participation, are evidence of this. Yet by being emergent, they are also directionless, a product of complex systems rather than designed and strategic intent. This is not an inherently bad thing, but given the potential for data-system and platforms to have negative or unintended consequences, it is worth considering whether remaining directionless is the best outcome. There are many examples of data-driven systems in healthcare (Obermeyer et al.), welfare (Eubanks; Henman and Marston), and economics (MacKenzie), having unintended and negative social consequences. Appropriately guiding the design and deployment of theses system also represents a growing body of knowledge and practical endeavour (Jirotka et al.; Stilgoe et al.). Armed with the knowledge of these social implications, constructing an appropriate social architecture (Box and Lemon; Box et al.) around the platforms and data systems that form the shadow of hierarchy should be encouraged. This social architecture should account for the affordances and emergent potentials of a complex social, institutional, economic, political, and technical environment, and should assist in guiding the shadow of hierarchy away from egregious challenges and towards meaningful opportunities. To be directionless is an opportunity to take a new direction. The intersection of platforms with public institutions and infrastructures has moulded society’s light into an evolving and emergent shadow of hierarchy over many domains. With the scale of the shadow changing, and shaping participation, who benefits and who loses out in the shadow of hierarchy is also changing. Equipped with insights into this change, we should not hesitate to shape this change, creating or preserving relationalities that offer the best outcomes. Defining, understanding, and practically implementing what the “best” outcome(s) are would be a valuable next step in this endeavour, and should prompt considerable discussion. 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