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Review Draft of 14 August 2020
Roger Clarke **
© Xamax Consultancy Pty Ltd, 2017-20
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This document is at http://rogerclarke.com/EC/RAEM.html
Regulation has not been a primary focus of research in information systems, IT or the domain of electronic markets. A framework is presented to support understanding of the field. A review of published works has established that many research opportunities exist. The framework is validated by means of an examination of the platform-based business sector, with particular reference to Uber.
In an article on 'Twenty years of electronic markets research' (Alt & Klein 2011), the Editor of this journal remarked that regulation was an enabler of electronic markets, through institutionalisation of the transaction environment, including market access, "the availability of monitoring and enforcement mechanisms (e.g. protection against insider trading) as well as legal functions that determine contract law, dispute resolution, and the transfer of property rights" (p.46), but was also a source of "administrative burdens" (p.49).
Yet, despite the quite apparent relevance of regulation to information systems generally, there is a remarkable paucity of research on regulation in specific market segments such as M-Payments (O'Reilly et al. 2012), in the broad eInteractions area addressed by the Bled eConference 1995-2012, where regulation "was not a sufficiently significant topic to justify mention among the 33 most important keywords" (Clarke & Pucihar 2013, p.272), in electronic markets, where "we are still missing good theory that connects regulation to the phenomenon of electronic markets" (Timmers interview in Alt & Zimmermann 2014, p.238), in energy markets where there is "potential for IS scholars to engage in issues related to the regulation and design of energy markets" (Kranz et al. 2015, p.13), in inter-organisational IS generally where "previous IOIS adoption research ... has largely limited its focus on inter- or intra-organizational factors to the neglect of industry-specific and regulatory requirements" (Wallbach et al. 2019, p.708), and in IS contexts more generally (Eggert et al. 2013).
EM's Editor returned to the question in the Introduction to a Special Issue on FinTech, reporting that "a brief analysis undertaken on Google Scholar confirmed the impression of only limited available research in the RegTech domain. This is remarkable since legal and regulatory requirements and checks have accrued in view of the growing regulation that has occurred in the financial industry after the financial crisis of 2008" Alt et al. (2018, p.241). As will be shown later in this article, there are signs that this oft-repeated exhortation is slowly attracting attention.
The notion of regulation is broad, encompassing internal controls within organisations and external controls over organisations' behaviour. Internal controls have been the subject of considerable research over the the last five decades, under such headings as operational controls, accounting information systems, EDP/IS audit, data security and IT governance. External regulation, on the other hand, has attracted much less attention. This article examines the scope for research into regulatory aspects of electronic markets, encompassing internal, self-regulatory aspects, but with a strong emphasis on the many under-researched questions associated with external controls.
The article commences by considering existing literature relating to regulation, with particular focus firstly on the longstanding topic of strategic information systems and then on the recently-emerged field of RegTech. It next proposes a framework for identifying research opportunities in relation to regulatory aspects of IS. The extent to which those opportunities have been grasped in the electronic markets context is assessed, by examining relevant published articles, particularly in this journal, but cross-checked against three other venues. Finally, to validate the usefulness of the framework, it is used as a lens through which to observe the recently-popular notion of platform-based digital marketplaces, with particular reference to the Uber business model.
Regulatory mechanisms have many impacts at the tactical level of organisational structures and processes, and hence on many aspects of information systems design. The present article adopts a broad view, and hence concerns itself primarily with large-scale impacts. For these reasons, the appropriate starting-point in reviewing the literature is the field of strategic information systems theory.
Regulation's strategic impacts were recognised even during the early years of strategic IS research. External controls were, however, originally regarded almost exclusively as a constraint rather than as an opportunity. For example, among the 14 considerations in the 'Organizational Strategy Set' of King (1978) was "organization must be responsive to regulatory agencies".
Porter's work on competition and corporate strategy (1980, 1985) has been highly influential. Despite mentioning "government policy" in eight locations, Porter's books treat government actions as having impacts on business that are almost entirely negative, with only reduced regulation and subsidies mentioned in a positive manner. Porter's theory overlooks the ways in which regulatory measures definitively shape some industries, e.g. through legislated monopolies and oligopolies maintained by very high entry barriers such as licensing requirements. Porter's theory also fails to recognise that both the fact of regulation, and its nature, can create scope for competitive advantage. In practice, corporations are adept at 'regulatory arbitrage' (architecting business structures and processes to circumvent regulatory measures - Fleischer 2010) and 'jurisdictional arbitrage', also referred to as 'forum shopping' (arranging the jurisdictional location of business operations to avoid inconvenient regulatory measures - Whytock 2011).
A scan was undertaken of the archives of the Journal of Strategic Information Systems for uses of <regulat*> in title, abstract or keywords. Only 14 articles were found that made more than a fleeting mention of any of the relevant terms, in a corpus of 916 (1.5%). Only 5 of them had regulation as a major focus (Neo 1992, Williams 1994, 1996, Hosein & Wrigley 2001, Butler 2010). Of the 14, 12 considered regulation as a constraint, 1 as a cost, and only 6 as an opportunity (0.66%).
This blindness to the potentially positive strategic effects of regulation may reflect the origins of Porter's theory in the Harvard Business School and case studies of US enterprises, in contexts in which government regulation was, and remains, very meek. Driven by this worldview, the IS literature has continued to wear blinkers. Farbey et al. (1995) referred to "regulatory or legal necessity" (p.42). See also Fisher & Harindranath (2004) and Greenaway et al. (2015). Moreover, some studies have even extended beyond discussions of regulatory compliance to actively consider its subversion (Henry et al. 2007).
Yet impacts of regulatory regimes on strategic IS can be not only significant, but also enabling and even positive (Bons et al. 2012, Knackstedt et al. 2013, Kranz et al. 2015). One example is where regulatory measures provide comfort to the individuals and organisations that buy products and use services. This contribution to trust arises from the feeling that the buyer's risks are reduced, and that recourse is available when things go wrong (Clarke 2001, Tang et al. 2008, Tsatsou et al. 2010, Xu et al. 2012, Wall et al. 2016). The aura of trustworthiness can be sustained by a mix of careful handling of issues as they arise and management of media and government relations. Further, to the extent that regulators take enforcement actions against corporations that fail to fulfil their compliance obligations, the negative impacts of maverick competitors can be reduced, and the positive images associated with mainstream providers can be enhanced.
In addition, regulatory measures can create or strengthen barriers to entry by competitors (Lane & Koronios 2001, Klapper et al. 2006), and can increase barriers to exit by customers. A common example is the obligations imposed on financial institutions in many countries, including the USA, UK, Canada and Australia, to 'Know Your Customer', i.e. to gather a considerable amount of data about the person or organisation, and to conduct identity authentication processes. These represent a barrier to entry, in that new providers have to invest considerable time and money on compliance, as a condition of doing business. Further, users of these companies' services are confronted by onerous and time-consuming documentary requirements in order to establish a relationship with each alternative or additional provider, and these high switching costs naturally reduce customer churn.
In some sectors, regulatory arrangements can strongly influence and even dictate industry structures and processes. This has occurred in the many countries that have diluted or withdrawn the monopoly rights of PTTs (postal, telephone and telecommunications agencies) and electricity, water and gas utilities (Hulsink 1999).
During the last few years, some governments have adjusted regulatory settings by means of an initiative referred to variously as 'Open Banking' (Dratva 2020), promoted in Australia as a 'Consumer Data Right' (ACCC 2018). The leader in the open banking movement has been the UK Competition and Markets Authority (CMA). The CMA's retail banking market investigation concluded that older and larger banks do not have to compete hard enough for customers' business, and smaller and newer banks find it difficult to grow. This means that many people are paying more than they should and are not benefiting from new services. "To tackle these problems, the CMA is implementing a wide-reaching package of reforms. ... The key measures, which will benefit personal and small business customers, include: Requiring banks to implement Open Banking by early 2018, to accelerate technological change in the UK retail banking sector. Open Banking will enable personal customers and small businesses to share their data securely with other banks and with third parties ..." (CMA 2016). This regulatory measure is expressly designed to facilitate competition by reducing the barriers to customer exit, enabling new entrants to beat down excessive revenue-margins and build market-share. As a result, de- and re-regulation activities are again emerging as significant drivers in the financial sector, and in some other areas such as energy.
When changes occur, and especially major changes such as privatisation, de-regulation and re-regulation, organisations that are well-prepared for events can acquire large market-shares in new or re-defined industry segments, and can take advantage of new revenue-sources or government subsidies. Rukanova et al. (2009) studies international trade, Watson et al. (2010) investigates opportunities in the environmental protection and energy sectors, and Rai et al. (2015) recognises that regulatory measures are determinative of industry structure in the electricity industry.
A particular form of disruptive IT has been much-discussed during the period 2015-20. The term 'RegTech' appears to have been first published in a UK Government report of March 2015 on financial technologies (UKGOS 2015), sometimes referred to as the Blackett review. The term 'FinTech' had been used within the financial services sector, and RegTech was initially applied to "regulatory reporting and analytics infrastructure ... typically to improve efficiency and transparency [in financial regulation]" (UKGOS 2015, pp.12, 47). A slightly different but also narrow approach was adopted by the UK Financial Conduct Authority (FCA): "RegTech is a sub-set of FinTech that focuses on technologies that may facilitate the delivery of regulatory requirements more efficiently and effectively than existing capabilities" (FCA 2016, p.3).
It is only natural for the idea to loom large for financial services corporations. One reason is that the industry has borne the brunt of frequently-changing interventions by legislatures and law enforcement agencies under the pretext that, provided the public accepts that every financial transaction must be identified and monitored, then, in succession, organised crime, the drug trade, human trafficking, terrorism and child pornography will all be magically defeated (Zagaris 2004, Gilmore 2004). Another reason is that the 'global financial crisis' of c. 2007-08 came at severe economic and social cost, because soft forms of regulation failed spectacularly. This resulted in the imposition of substantial additional regulatory measures on financial services organisations.
The financial services industry will inevitably remain an important focus. RegTech's potential scope is, however, far wider than that. Other industry sectors are also subject to formalised regulatory requirements, and business processes in those sectors can also benefit from technological support.
The earliest mentions of 'RegTech' found by Google Scholar are in 2015. The early academic papers tended to adopt narrow, FinTech-specific definitions as their starting-point (e.g. Arner et al. 2015, Daly & Butler 2018, Anagnostopoulos 2018, Currie et al. 2018). In early 2020, the AIS eLibrary's collection of 16,000 refereed articles contained only 1 mention of the term, proposing a particular form of RegTech (Moyano & Ross 2017). Among the Basket of 8 IS journals, in early 2020, 7 journals returned zero hits for <RegTech>. Only 2 papers were located, both in JIT (Siering et al. 2017, Currie et al. 2018).
The initial purpose of the UK FCA was to improve the quality and efficiency of regulatory processes, to benefit regulators, although with side-benefits for regulatees. Buckley et al. (2020) note the intertwining of several threads in the development of RegTech within Europe, including reporting requirements, data protection, open banking and digital identification. As and when attention is paid to RegTech in the IS and cognate literatures, it appears likely that there may be less emphasis on benefits for regulators and beneficiaries, and more on RegTech as a means whereby regulated corporations can satisfy their compliance obligations less expensively.
To what extent are the roles played by regulation in large-scale change reflected in research in the specific domain of electronic markets? In order to address that question in the main body of this article, the following section presents a research framework.
In previous work (Clarke 2018), the author has reported on the development and exposition of a framework whereby IS professionals and academics can properly understand regulatory regimes, can identify opportunities for the development and deployment of RegTech, and can conceive, design and deliver appropriate technological support to relevant organisations. This section provides a necessarily very brief rendition of that framework. The following sections then evaluate it as a means of considering the prospects for regulatory research in IS generally, and in electronic markets specifically.
During the pre-theoretic phase in a new sub-field of IS, a research framework provides structure to themes and issues, including descriptions of fundamental concepts and processes (Wand & Weber 2002, Avgerou 2008, Newell & Marabelli 2015, Clarke 2019). The framework presented here comprises five segments. The first segment draws on the literature to articulate the Space to which a regulatory regime applies. Important considerations are the functions that regulation performs, the generic categories of players - distinguishing regulators, regulatees and beneficiaries, the relationships among them, the mechanisms whereby regulation is achieved, and the criteria whereby the appropriateness or otherwise of a regulatory regime can be evaluated.
The second segment partitions the space, by distinguishing the Layers within which regulatory measures are commonly conceived (Ayres & Braithwaite 1992, Drahos 2017, Drahos & Krygier 2017). The highest levels of Figure 1 depict the formal alternatives, and beneath that are shown the self-governance alternatives, and two forms of systemic governance.
Of particular significance for the analysis presented here is Layer (2), 'infrastructural regulation'. Regulatory functions can be performed by physical artefacts, such as the mechanical steam governor. IT can be harnessed to the same purpose. A highly-cited expression of this is 'West Coast Code' (Lessig 1999, Hosein et al. 2003). This involves features of the infrastructure supporting or reinforcing positive aspects of the relevant socio-economic system, and precluding or inhibiting negative aspects. Those features may be byproducts of the artefact's design, or they may be retro-fitted onto it, or architected into it. A simple example is the prevention of a transaction being conducted until particular data has been entered and authenticated.
Layer (1) Natural Regulation refers to features of the Space that have a regulatory effect, such as competition for limited resources forcing up market value. Natural regulatory mechanisms can be harnessed and reinforced, providing relatively efficient ways to affect the behaviour of Players in the Space.
The third segment of the framework articulates the categories of Players that act within the regulatory space. The fourth segment, Play, examines the dynamics within that space, as each of those actors seeks to satisfy its own interests. Figure 2 builds on the generic set of regulators, regulatees and beneficiaries, identifies key inter-relationships among the players, and embodies a sufficiently rich model to support analysis of complex real-world environments.
The combined understanding of the regulatory Space, Layers, Players and Plays that is afforded by the first four segments of the framework enables not only policy-makers, but also IS executives, practitioners and academics, to perform the 'sense-making' activities that necessarily precede the conception, design, development and deployment of new IS, and the adaptation of existing IS. They also provide the foundations for description, interpretation and critical analysis of the comprehensiveness, effectiveness and efficiency of a design, and assessment of its likely impact and implications.
As was emphasised earlier, this article is concerned less with the reasonably well-researched area of organisation-internal self-regulation, and much more with external regulation of organisations. This inherently involves Stakeholder Interests well beyond the organisation itself and represents the fifth segment of the research framework. The remainder of this section provides an overview of a recent exposition of the theory of researcher perspective by Clarke & Davison (2020).
Empirical research, concerned with real-world phenomena, involves carefully-conducted observation of some object of study within a context. That context involves multiple entities, each of which perceives the phenomena in their own way. A common term used to refer to those entities is 'stakeholders' (Freeman & Reed 1983), hence:
A Stakeholder Perspective is the viewpoint adopted by a stakeholder in a particular activity, reflecting that stakeholder's perception of phenomena within the relevant context, the stakeholder's value-set, and the interests that the stakeholder seeks to protect and advance
When changes occur, each stakeholder observes them from their own particular viewpoint, and seeks to protect and advance their own interests. The actions of, and interactions among, stakeholders may have a significant impact on the outcomes. Hence a researcher who seeks to present credible research, even merely describing phenomena let alone predicting or making normative judgements about behaviour, needs to achieve a sufficient understanding of the relevant stakeholder perspectives.
The central proposition of researcher perspective theory is that research is seldom conducted in a holist or universalist manner, reflecting the interests of all stakeholders at once. It is very challenging for a researcher to convincingly claim omni-cognisance. It is accordingly much more common to adopt the perspective of one party, or the perspectives of a small number of the parties, involved in or affected by the events. Hence:
A Researcher Perspective is a particular stakeholder perspective that is adopted by a researcher as the, or a, viewpoint from which to observe phenomena during the conduct of a research project
Evidence shows that the majority of published IS research adopts the perspective of a single stakeholder (Clarke 2015, Clarke 2016, Clarke (2020a Clarke et al. 2021). Three broad categories of entity are usefully distinguished whose interests Single-Perspective Research projects could in principle reflect:
The entity whose interests are privileged by the design of any particular research project could be in principle any entity in any of the above three categories. In practice, however, on the basis of the empirical research cited above, the large majority of single-perspective research is conducted for the benefit of system sponsors.
There are alternatives to single-perspective research. A considerable proportion of research adopts as the object of study a dyad. In electronic markets, this may be the marketspace operator and traders, or some category of them. A great deal of the research in which a dyad is the object of study is single-perspective research, because it is conducted from the perspective of one of the two entities, with that entity's interests treated as objectives, and the interests of the other entity as constraints on the achievement of the first entity's aims. In Dual-Perspective Research, on the other hand, the interests of both entities in the dyad are treated as objectives, and hence the conflicts between the two entities' interests are internalised within the object of study. An example in the electronic markets literature is Hou & Blodgett (2010, p. 29):
"The results from this study have important implications for auction design [but, in addition,] sellers, in order to increase their revenues, should ..." (p.29)
Multi-Perspective Research is also feasible, but involves considerably greater challenges. This is because the interests of multiple entities are inevitably in more substantial conflict than that which arises when only two stakeholders are in competition. For example, personal data markets involve market operators, sellers, buyers, usees (i.e. the people whose data is being traded), and organisations seeking to represent the usees' interests. In such circumstances, conflicts among interests are likely to extend across multiple dimensions. Rather than the conflict being of the nature of a zero-sum game centred on the price of goods or services, some entities will be concerned about contract terms that assign risk, and others will focus on psycho-social concerns of the usees.
A metaphorical description of the importance of multi-perspective research is provided by Worrall (2004): "If we decide to shine the light from one direction then we might illuminate one face of our subject very clearly and only create one set of shadows but if we illuminate our subject from multiple directions we can see that our subject does not have a single face, it has multiple faces and we also create a very complex pattern of shadows" (p.163). Elsewhere in the management literature, Ho et al. (2015) argue that "The active involvement of concerned stakeholders [including national/local government, policy makers, environmental groups, community/public] would lead to a balanced consideration of multiple and conflicting voices of customers and provide a mechanism to communicate tacit knowledge" (p.152).
Multi-perspective research also has important applications inside organisations. In evaluating strategic supplier performance, Dey et al. (2015) consider various internal stakeholder groups: "finance, procurement, production, quality, technical, marketing departments and top management" (p.197). Strecker et al. (2011) argue that "IT risk assessment methods need to take the perspectives of stakeholders with different professional backgrounds-- from IT operations to management--into account" (p.597).
Where the challenges inherent in multi-perspective approaches can be overcome, electronic markets research can deliver substantial value. One setting is tightly-linked supply chains, or segments of them, as proposed in Reimers et al. (2004), or infrastructures to support them (Klein et al. 2012). Another setting is inter-organisational networks, as have long existed in international trade (e.g. Wrigley et al. 1994, Cameron & Clarke 1996, Badia et al. 2007). Networks are also evident in many contemporary industry sectors, particularly in Internets of Things, and in the digital surveillance economy (Clarke 2019). Further, where researchers seek to contribute to the resolution of public policy questions, the adoption of this approach is essential. Key aspects of researcher perspectives are summarised in Table 1.
|Dual-Perspective||MSO and Trader|
Trader and Employee
Trader and Usee
Regulator and MSO
Regulator and Trader
|Multi-Perspective||Multiple of MSO, Trader,|
Employee, Usee, Regulator
As indicated by the above discussion about conflicts among interests, stakeholders' perspectives do not necessarily lie on the same dimension. Where B2B participants are negotiating on the price of a tradable item and the allocation of the costs of delivery, the perspectives of both parties lie on the economic dimension. On the other hand, an organisation's interests in relation to its staff may focus on the cost and productivity of labour, whereas employees are concerned about not only economic factors (in particular, pay and allowances) but also factors on the social dimension (such as impositions on their free time, work-induced stress, compulsory unpaid overtime, monitoring of work performance, and physical intrusions such as the enforced extraction of biometrics for identity authentication and body fluids for drug-testing).
Meanwhile, the accelerating pace of partly-anthropomorphic climate change needs to stimulate activity in many disciplines. Recognition of the importance of the environmental dimension exists within IS (Watson et al. 2010, Elliot 2011, Malhotra et al. 2013, Gholami et al. 2016), but few researchers have responded to the calls. For example, the focus of the 'Green IS' field is almost entirely on organisational cost-savings and image-burnishing, not on energy-savings, resource-savings or emissions reductions. Research in electronic markets, needs to take into account not only the economic, but also the social and environmental dimensions. Key examples of values on each of the three dimensions are presented in Table 2.
Together, the Layers of Regulatory Mechanisms in Figure 1, the Players and Plays in Regulatory Schemes in Figure 2, the Researcher Perspective categories in Table 1, and the Dimension categories in Table 2, provide a framework that can be applied to the assessment of existing research into electronic markets, and to the discovery of further opportunities for research.
This section delves into the question of what aspects of the regulatory framework have and have not been addressed by electronic markets research. It was natural to commence with an examination of the corpus of the specialist journal, Electronic Markets. This was supplemented by a similar but shallower check in the other most directly-relevant research-domain journal, the International Journal of Electronic Commerce, and in two Basket of 8 journals.
As is natural for a journal of 30 years' standing, the articles in the journal Electronic Markets (EM) are stored in varying formats - some image-only and some text-accessible; and are discoverable and viewable through various channels, some searchable and others not. The pragmatic approach was adopted of searching on the ProQuest site. This provided access to full-text from 2009 (Vol. 19, Issue 1) to 2020 (Vol. 30, Issue 2), and Abstract access from 2004 (Vol. 14, no. 3).
The ProQuest search service is known to have quality issues. In this case, the number of articles found in searches was somewhat unstable, and the date-ranges nominated in searches were not reliably handled. The service did, however, enable the creation and prioritisation of a list of relevant articles with a fairly high degree of confidence. The count of full-text articles 2009-20 appeared to be 383, plus 145 Abstract-only during 2004-08, a total of 528. The string <regulat*> was selected, in order to encompass the variants regulation, regulatory, regulator, and less commonly regulatee and regulative. Of the 383 articles in the period 2009-20, this yielded variously 147 and 154 of the 383 in full-text (38-40%). However, it was clear from inspection that a large proportion of these merely used the term casually or in ways not relevant to the topic in focus here.
The approach adopted to selecting articles for review was to commence with those that had <regulat*> within Abstract or Title. Across the full corpus 2009-20, 25 articles (6.5%) had the term in the Abstract. The term appeared in in Title in 2 cases (plus 1 Erratum), but these were already included in the list of 25. A scan was then conducted of the higher-ranking among the other over 100 articles in the 2009-20 period that contained the string, identifying 23 additional works of potential relevance to the study. Searches were then conducted using the term <governance>, and 15 occurrences in Abstract were reviewed. In most, regulatory issues are not central, or the authors' concern is only with internal organisational control, which is peripheral to the present focus. This added 2 more articles to the set. This brought the pool to 50 in all.
Copies of these 50 articles were acquired, in many cases via Proquest, but in some cases from Springer or other repositories. On examination, it was found that 9 of the 50 were not sufficiently relevant to the purposes of the study. That left a pool of 41 relevant works of the total published, which was variously 528 or 534 (8%). The 41 articles were published across 17 years, for an average of 2.4 p.a. Table 3 evidences an acceleration in interest during the last decade and especially in 2019-20.
The pool of 41 articles was examined in sufficient detail to extract relevant quotations. These were sought primarily to assist in applying the framework summarised in the Hierarchy of Regulatory Mechanisms in Figure 1, the Players in Regulatory Schemes in Figure 2, the Researcher Perspective categories in in Table 1, and the Dimension categories in in Table 2. In addition, themes were noted that have been prominent in the accumulating literature.
In Table 4A, terms are identified that are indicative of each of the categories of regulatory mechanism, including several quotations evidencing a focus on particular forms. Concerns about formal regulation dominated the sample.
7) Formal Regulation
Many occurrences of legislation (and, in appropriate jurisdictions, the common law) in relation to rights protection, contracts, product quality, guarantees / warranties, recourse, fraud, imposed standards, market access, reporting, market monitoring, market supervision, compliance, enforcement
6) Meta- and
"the shapes of, and the processes in, many marketspaces are significantly affected ... by corporations and associations with statutory regulatory responsibilities (such as stock exchanges), auditors" (Clarke 2020, p.18)
marketspace oversight entities such as 'supervisors' with monitoring and perhaps coordinative functions but little or no authority or powers
4) Industry Sector Self-Regulation
third-party certification, escrows, industry standards, collaborative / shared infrastructure (Wallbach et al. 2020), unenforceable ethical guidelines
customer charters, corporate social responsibility
"financial market infrastructures" (FMI), comprising "the stock exchange, the clearing and settlement provider (clearing organization) and the gross settlement payment system (payment organization)" (Alt & Putschmann 2012, p.205)
"eXtensible Business Reporting Language (XBRL) is a standard XML reporting language [for] quality assurance and policy enforcement" (Liu et al. 2014, p.47)
"the standards [for smart energy information systems (SEIS)] need to be developed to overcome technical, political, and regulatory barriers" (Schwister & Fiedler 2015, p.37)
"Control mechanisms for sustainable quality of life" (Oesterle 2020, p.51)
1) Natural Regulation
adjustments to regulatory arrangements to reinforce economic factors, in particular through financial incentives and disincentives, and reputational factors, such as 'metabrands' and 'naming and shaming'
In Table 4B, an indication is provided of the players whose activities in the research domain were subjected to study. Some works took a broad, even vague, view of the phenomena under study, and some expressly included all players. Unsurprisingly, the regulatees were almost always in view, and frequently the main focus. There were some instances in which the regulator was of primary interest, but fewer in which the intended beneficiaries of the regulation took centre-stage.
Marketspace operators (using many, sector-specific terms), hubs, providers of collaborative infrastructure, platform providers, buyers / consumers / customers, sellers / vendors, traders, market-makers, brokers, manufacturers, agricultural producers
"Regulators should implement XBRL adoption ... to ensure quality and reliability of information reported" (Liu et al. 2014, p.53)
"regulators can take advantage of greatly improved auditability of data [through] an interoperable context-aware metadata-based architecture" (Maguire et al. 2015, pp.156, 155)
"[Customers] believe that the law should protect them from the misuse of personal health data and regulate the way in which insurance companies collect, use, and protect private information" (Wiegard & Breitner 2019, p.116)
As previously mentioned, articles in the IS and adjacent literatures have primarily adopted the perspective of a single stakeholder, and that stakeholder has usually been the system sponsor. As shown in Table 4C, researcher perspectives adopted in electronic markets research evidence a similar pattern, although there are instances in the sample that adopt the perspective of a regulator, and of beneficiaries. There are also several works that reflect the perspectives of both players in a dyad, and some evidence of the benefits of recognising the interests of multiple stakeholders.
Dominant, particularly marketspace operators, but also sellers, buyers, traders
" ... research can adopt the perspective of a regulator, such as a government agency responsible for industry supervision, an auditor, or a marketspace operator whose functions include monitoring of the behaviour of market participants" (Clarke 2020, p.19)
"[Customers] believe that the law should protect them from the misuse of personal health data and regulate the way in which insurance companies collect, use, and protect private information" (Wiegard & Breitner 2019, p.116)
"we will need new types of regulatory approaches as societies globally are trying to come to terms with this phenomenon [of giant platforms incl. Amazon, Google, Facebook, Apple]" (Goeldi 2020, p.56)
"[Companies that collect personal data] should give customers the option to pay for online services that are fully privacy preserving and only allow for data sharing with third parties if customers allow this to happen and get a fair share of the deal ..." (Spiekermann et al. 2015,, p.165)
"Dual-perspective Research can be usefully conducted on many stakeholder-pairs. Important examples include marketspace-operator and trader; buyer and seller; trader and financier; and marketspace operator and regulator" (Clarke 2020, p.19)
"users' benefits from [reputation] portability between platforms ... - to avoid lock-in effects ..., overcome the inherent 'cold-start' problem when first using a platform ..., or to realize price premiums (as providers) and increase chances of being able to book services (as consumers) ... Consequently, platforms could indirectly benefit from imported trustworthiness, increased sales numbers, and higher prices and, in turn, fuel their own business model" (Hesse & Teubner 2020. p.335-6)
"an interoperable context-aware metadata-based architecture ... can help satisfy the interests of regulators, users, and industry" (Maguire et al. 2015, pp.155, 160)
As shown by Table 4D, the focus of almost all of the works was on economic factors, in some cases with an emphasis on regulation as a constraint, and in others as a positive factor in economic activity. Several instances existed of focus on, or at least recognition of, social factors, and one instance existed of a concern with environmental objectives.
Negative: Many occurrences of costs,
fines, burdens, impositions, inhibitors, hindrances, penalties rather than
Positive: Many occurrences of incentives, imposition of collaboration and mutually-compatible infrastructure and standards, trust, institutionalised transaction environment, competition assurance
"the mere existence of personal data markets may affect society ... [e.g. privacy,] social cohesion, equality of opportunity, freedom, and democracy" (Spiekermann et al. 2015, p.163)
"[Customers] believe that the law should protect them from the misuse of personal health data and regulate the way in which insurance companies collect, use, and protect private information" (Wiegard & Breitner 2019, p.116)
"users' benefits from [reputation] portability between platforms ... - to avoid lock-in effects ..., overcome the inherent "cold-start" problem when first using a platform ..." (Hesse & Teubner 2020. p.335)
"[Energy] market players need to be given adequate incentives to optimize ... environmental sustainability" (Kranz et al. 2015, p.14)
Cross-checking was conducted against the collected works of three other journals. The first was the primary journal in the eCommerce domain. A search in Ebsco on the complete works of the International Journal of Electronic Commerce (IJEC) 2000-2019 found 9-15 occurrences of <regulat*> in Abstract in 499 articles (2-3%). (Like most other repository services, Ebsco evidences reliability and stability issues). This gave rise to 3 articles (<1% of the corpus) that provide insights into attitudes to regulation in the electronic markets literature. These addressed 'regulatory concern' as an inhibitor of adoption of E-Business (Hsu et al. 2006), e-contracts as a means of ensuring product quality in agricultural supply chains (Bacarin et al. 2008), and regulatory impositions on high-frequency exchange trading (Manahov & Zhang 2019).
Two of the Basket of 8 journals were selected as a further basis for cross-checking. Superficially, it appeared that the Journal of Management Information Systems (JMIS) might have a strong orientation towards the interests of IT user organisations; whereas the Information Systems Journal (ISJ) might be both broader in its scope and more welcoming to research from the perspectives of less powerful parties.
In JMIS, Ebsco found 36 occurrences of <regulat*> in Abstract in 1,499 articles. Of these, 18 were relevant to the topic under consideration (1%). Most of these had the interests of regulatees in view. However, half included the perspective of regulators, or, in a few cases beneficiaries of regulation. Topic-areas included means of achieving benefit-sharing in cloud computing, reduction in investor-herding, stock markets, Google, Bitcoin, health insurance, and minors' online privacy.
In ISJ, a raw count of 11 article were found in a corpus of 658 articles. However, only 2 were relevant to the study (< 0.5%). These considered the impact of crowdsourcing on employment and contracting, and stimulation of e-commerce eco-systems in rural China. With qualifications, the content of the additional articles from sources outside EM was broadly consistent with the results presented in Tables 4A-4D.
Several themes were also evident that were not encapsulated in the framework defined earlier in this article. Several articles considered the impacts of regulation on business models (e.g. the Timmers interview in Alt & Zimmermann 2014). Another discernible theme was regulation-driven design, e.g. to aid app service providers in designing EU GDPR-compliant privacy-transparent apps (Betzing 2019).
At a broader level, regulatory measures may be expressly used to shape an industry sector, e.g. regulation from the Finnish government designed to lead to changes in the platform and the ecosystem surrounding it, adding a layer of service brokers into the eID scheme, in order to regulate the market and increase competition (Bazarhanova et al. 2019). This echoes earlier studies of the Singapore Hog Auction Market (Neo & Clarke 1992, Neo 1992) at level (7) Formal Regulation, and Clarke & Jenkins (1993) re the Computer-Aided Livestock Marketing scheme (CALM), which is at level (4) Industry Self-Regulation.
Regulation has been considered in specific technological contexts, such as blockchain (Alt & Wende 2020), and high-frequency exchange trading (Manahov & Zhang 2019, in IJEC). It is reasonable to anticipate the emergence of analyses of RegTech in the coming few years.
Collaborative infrastructure has also been a focal-point, such as "the largest air cargo hub in Europe at the airport in Frankfurt, Germany" (Wallbach et al. 2019, p.684), connecting multiple "actor groups (i.e. forwarder, trucker, handling agents, and airlines)" (p.699). A combination of business model and architecture that has recently attracted the attention of researchers in the electronic markets domain is 'platforms', including mobility service platforms, i.e. Uber and its many variants (Hein et al. 2019), platforms that have achieved substantial monopoly power, including Amazon, Google, Facebook and Apple (Goeldi 2020), and platforms sufficiently powerful to resist demands for compatibility and portability (Hesse & Teubner 2020). This accordingly represents a suitable choice of a domain for closer attention in the following section.
Digital platforms have been attracting considerable attention. They take varying forms in various industry sectors, and hence represent a rich basis for testing the framework's suitability for its intended purpose. This section applies the framework to platform-based entrants disrupting existing industry sectors. It commences by considering platforms in the abstract, then examines the regulatory aspects of the operations of Uber.
A regulatory agency recently offered a simplified description of digital platforms as "applications that serve multiple groups of users at once, providing value to each group based on the presence of other users" (ACCC 2019, p.41). In Taeuscher & Laudien (2018), four defining features of a platform-based digital marketplace are proposed (p.320):
Exemplars of such platforms that have attracted particular attention in recent years include eBay (since 1995), booking.com (1996), Expedia (1996), Tripadvisor (2000), Mechanical Turk (2005), YouTube (2005), Airbnb (2008), Freelancer.com (2009), Pinterest (2009) and Uber (2009). Claims are made by and for such platforms that they provide information infrastructure to enable more efficient matching of supplier capabilities with customer needs and more efficient use of assets and labour to deliver services. Some years elapsed before the topic attracted much attention in Electronic Markets, with only 4 articles up to 2017 (in 2008, 2012, 2016, and 2017). However, following 4 articles in 2018, the publicity associated with a Special Issue on the topic in 29, 4 (December 2019) has sparked well over a dozen articles since then.
A great deal of the discussion about platform-based corporations is concerned with business strategy, business models, and the application and exploitation of Internet, Web and mobile technologies to achieve the aims of that corporation, subject to the constraints of adequately reflecting the interests of the actors on the demand and supply sides. The focus here, however, is primarily on the regulation of the behaviour of platform-based corporations in order to protect the interests of other parties. Those parties include not only platform users, but also other entities that are affected by the platform's operations, industry sectors and segments as represented by industry and consumer associations, government policy agencies, and organisations that perform regulatory functions in relation to the relevant marketplace.
The emergence and proliferation of the platform model has excited a great deal of enthusiasm in both the formal and informal business media (e.g. Kavadias et al. 2016, Smith 2016, Uenlue 2017a, Kumara et al. 2018, Teece 2018). Common themes are inefficiencies arising from longstanding regulatory arrangements, and the benefits of de-regulation (Cannon & Summers 2014, Geradin 2015, Wallsten 2015, Kaplan & Nadler 2015). A sub-set of the conversation is concerned with the adaptation of regulatory schemes. In some jurisdictions, regulatory schemes have collapsed, negative impacts of unregulated markets have been felt, and a "need for new regulations to mitigate the market power of platforms" (Hein et al. 2019, p.642) has arisen. This includes some quite new areas, e.g. "enabling (or even enforcing) reputation portability has emerged as an interesting option for regulation (European Commission 2017)" (Hesse & Teubner 2020, p.336). This is resulting in a focus on re-regulation (Ballon & Van Heesvelde 2011, Rauch & Schleicher 2015, Wyman 2017, Heikkilä & Heikkilä 2019).
New platforms typically launch by harnessing new entrants, e.g. consumers with used assets to sell (e.g. eBay), home-owners with spare space that in the past has not been systematically let out for use by other people (Airbnb), and car-owners who have not previously offered fee-for-service car-rides (Uber). Many such schemes have taken advantage of loopholes in existing regulatory schemes to under-cut the prices in existing, regulated markets and thereby gain a meaningful market-share. This can achieve the ratchetting down of the regulatory regime, and may also enable the recruitment of existing suppliers into the scheme. In time, a re-concentration of market power may occur, accruing to the platform-based company, and this may in turn enable price-increases. Stock market valuations suggest a belief among investors that operations that initially make very large losses are likely to later achieve super-profits from the monopoly power that they develop.
In EM's 30th anniversary Issue, the Editorial noted the problem of bias arising in multi-sided platforms where the platform-operator is also a seller (Alt 2020, p.2). One article in that Issue referred to the dangers of "giant [near-monopolistic] platforms ... suddenly changing business rules, discontinuing essential functionality or going into a market segment previously served by some of their most loyal partners" (Göldi 2020 p.55-56), and another noted the market power of "[oligopolistic and] parasitic ... intermediaries for market services, as Google or Amazon ... feeding on the market participants' personal data" (Schmid 2020, p.53-54).
Alternatively, a parliament or a regulator may assert its authority. An empowered and activist regulator might force the disruptor to comply with the law, it might preclude the corporation from operating in a particular jurisdiction unless it establishes a local subsidiary that adopts a customised business model, perhaps materially different from the corporation's mainstream, and it might even prevent the disruptor from operating. A widely-publicised example is Uber's ejection from the London market by the regulator, Transport for London, because of "a 'pattern of failures' ... that placed passenger safety at risk" (BBC 2019).
Some regulators have moved decisively. However, responses by others have been very slow, and the measures adopted piecemeal. An Australian regulatory policy agency has recently examined digital content platforms, in particular Google Search, Facebook, YouTube and Instagram, with a focus on their impacts on news reporting and journalism (ACCC 2019). It found that the fundamentally different approach taken by digital content platforms is enabling them to avoid a range of existing regulatory measures, and that this has created serious threats to transparency, to competitive markets in digital content and in advertising, to the economic viability of news reporting, and to consumers' interests. Its Report recommended many adaptations to the regulatory regime for digital content. The ACCC has since developed a proposal for regulation of the use by Google and Facebook of content drawn from Australian media corporations (ACCC 2020), which attracted international attention (Woollacott 2020, Smyth 2020).
The particular platform that has attracted most attention, by consultants and academics alike, is the Uber 'ride-sharing' platform, which has had major impacts in many economies. In addition to its own significance, Uber has stimulated a range of look-alike disruptors in ride-services markets. Many of these are additional or alternative new entrants in the market for taxi-fares, or a substitute for taxis (e.g. Lyft, Bolt, Didi, Ola). In some cases, however, they have instead displaced use of public transport, bicycle-riding and walking. Other Uber-like start-ups have been in the motor-cycle and motor-vehicle courier markets (e.g. Foodora, Sherpa, Zoom2U), and in the heavy goods vehicle arena (e.g. Flexport, Convoy, Saloodo).
On the supply side of the Uber platform, drivers are attracted by ready access to work, no need to have any knowledge of local geography, flexible hours, the ease and speed of joining up, and the limited need for business management. On the demand side, Uber's value proposition comprises easier ordering, shorter delay before pickup, cheaper trips, and no-effort payment. For a comprehensive review of Uber's business model, see Uenlue (2018).
Perceptions of Uber's impact vary, because of enormous differences in contexts across the company's areas of operation (Carson 2018). In the author's regional city, for example, taxis continue to dominate weekdays, but are challenged by Uber in the evenings and on weekends. This appears to be in part 'cherry-picking' behaviour, servicing only the periods offering lower idle-time factors and higher prices (termed 'surge' by Uber). In the process, this adds capacity when it is most needed. Anecdotally, another key factor is that most Uber drivers in the city in question appear to use it only as a second income, and have a full-time weekday job. One study suggests that whereas large cities may have seen Uber and its imitators take as much as half of what was previously the taxi-market, the market-share achieved in smaller cities and large towns appears to be far lower, and the impact in regional and rural areas very limited (IPART 2019).
Uber is a particularly appropriate choice as a case study on RegTech opportunities, because its culture generally is somewhat extreme (Jordan 2017), and prominent within that culture is its wilful disregard for existing regulatory regimes. Its self-image is as a disruptor. In a remarkably large number of jurisdictions, the regional government has buckled, studiously ignoring breaches, or changing laws in order to avoid having to enforce them. In at least some markets, the value of existing taxi businesses has plummeted. Their cost profiles reflect the need to achieve compliance with longstanding regulatory measures; but the rules are no longer enforced or have been suddenly rescinded. In Sydney (Australia), a city of over 5 million people, taxi-plates had been a secure small-business investment for many decades. During the first 2 years after Uber launched in late 2012, the average sale-price eased 5-10% down from a 4-year plateau of around AUD 400,000. A year later, at the end of 2015, they were down 50% to around AUD 200,000, were stable for 2 years to the end of 2017, and in the following 2-1/2 years spiralled down to below AUD 100,000 (PTP 2020).
Uber has been accused of a very wide range of regulatory non-compliance (Henley 2017, DWO 2018). More than half of the issues arise from the nature of the business. A major category is operation without the necessary business licences and not meeting the standards to qualify for one - such as a sufficiently broad area of service, driver qualifications and local knowledge, and worker protections. In some jurisdictions, Uber has been associated with an elevated incidence of driver offences such as indecent assault. Another cluster involves breaches of competition law (price-fixing, collusion, misleading practices), and of tax law. Breaches of labour laws have also been common (wrongfully denying employee entitlements and rights, using the pretence that they are independent contractors). Uber has been one of the key players in the revival of the much-maligned 'piecework' mode of remuneration for labour, with substantial reductions in workers' income camouflaged by the enthusiastic use of terms such as 'gig economy' and 'crowdsourcing' (Kaine et al. 2017, Akhtar 2019).
Even where acting entirely legally, Uber and other ride-sharing platforms can have material impacts that require adaptation by regulators. For example, there is evidence that Uber is exacerbating traffic congestion in many cities, leading to adjustments to congestion fee regulations in order to achieve a reduction in traffic and recover displaced use of public transport (Bond 2019, Giordano 2019). In Heikkilä & Heikkilä (2019), the scope is investigated for applying the commons governance principles of Ostrom (1990).
The hierarchy of regulatory mechanisms in Figure 1 is readily applicable to the specifics of Uber. Of particular relevance are Layer (7) Formal Regulation and Layer (4) Industry Sector Self-Regulation. A particular challenge that arises from Uber's operation in multiple countries is the diversity of approach, structure and processes among Regulators. In the most comprehensive analysis seen to date of the regulatory aspects of the Uber-driven taxi market, Wyman (2017) identified the "pillars of taxi regulation" as entry, fares, consumer safety, worker protections and universal service requirements (pp.31-74). In some analyses, the Beneficiaries are customers, while in others they are Uber's drivers, and on occasions the jurisdiction's revenue-collection function is in focus. A category of Consultants of particular relevance in Uber's case is what Uenlen refers to as 'lobbyists', whose role is to hold off regulatory enforcement.
At Layer (3) Organisational Self-Regulation, for Uber to continue to hold regulators at bay, ongoing public goodwill is vital, and hence the media needs to carry feel-good stories, to not discover newsworthy bad news, and most of all to not have the opportunity to snowball bad news stories. The significance of Layer (2) Infrastructural Regulation looms large, particularly in view of the central role that IT plays in the Uber platform. The company's operations generate a vast treasure-trove of data, not only from the high volume of transactions, but also from its embedded and extensive tracking of both drivers and customers. In order to support early problem identification, and early action to pre-empt negative reports, automated exception and incident reporting are essential, together with an incident management system that nags those responsible for managing issues. All of these features need to be deeply embedded in the corporation's operational systems.
Data analytics supports Uber in relation to not only strategic decision-making but also its ongoing battles with regulators. In part, this battle is engaged indirectly, by addressing the media, the public, policy agencies and parliamentarians. The company's focus is less on compliance and more on demonstrating that the game has changed, that it has changed for the better, and that (preferably) selective de-regulation or (at worst) re-regulation is needed. This can be achieved through anecdotes, supported by data, that convey the image of the platform business model delivering public value.
A key issue from the viewpoints of both corporate strategy and public policy is supply-side elasticity during peak demand periods. The conservatism long evident in most jurisdictions has resulted in few more taxis being available during high-demand periods than at other times, e.g. few jurisdictions issue peak-hour-only taxi-permits. This is reinforced by the rusted-on norm of a fixed tariff. Even where two-level tariffs are applied, the higher rate is often for the lower-volume overnight shift - which is the inverse of the rationalist economic recommendation to use upward price-flexibility to stimulate supply. (Even conservative government public transport services use time-of-day-dependent tariffs in order to shift some of the demand to off-peak periods). Uber's data on ride-availability during 'surge pricing' periods is capable of demonstrating the efficacy of price-flexibility in varying supply and thereby satisfying customer needs. This goes well beyond predictable morning and evening CBD demand, to include near-real-time adaptation to sporting and entertainment event peaks and even wet weather peaks (but less convincingly, due to the traffic congestion effects).
Regulators' aims can also be served. In order to bolster the argument that existing regulatory regimes are appropriate, quality reporting processes are needed on service-quality, driver-performance and safety-incident reports, supported by apps in the same way that ride-requesting is supported - and even by the same apps. The resulting data can be funnelled through services not controlled by the platform, such that Uber has no opportunity to massage the data. Similarly, direct transaction-feeds to regulators can be built into such systems to enable monitoring of key factors such as resource-utilisation, load-patterns, pollution-generation, and revenue-flows to individual drivers.
There is limited discussion of such topics in the literature, although Wyman (2017) gives consideration to the contributions that could be made by RegTech: "Technology might be harnessed to address concerns that formally removing the existing legal limits on the number of street-hailed taxis might lead to oversupply in certain geographic areas. ... [V]ariable congestion charges might be used ..., and the app provider might be charged with collecting the congestion charge on behalf of the governmental authority" (p.39).
Similar approaches can be applied to the many other instances of platform-based markets. However, the opportunities may not always be apparent to regulators. For example, in the Short-term Holiday Letting (STHL) market segment, driven by the Airbnb model (Uenlue 2017b), a review of options for reconsidering the role of regulation (NSW 2017) was limited to formal laws and self-regulation, and completely overlooked the possibility of using information technology as a tool within the mix.
The model of regulatory players in Figure 2 proved to be readily applicable to the specifics of Uber, but insights arising from this analysis suggest refinements are needed to it. A key issue in the Uber context is that drivers are regulatees (in relation to their competencies, their responsibility for their vehicle, and their behaviour in relation to customers), but also beneficiaries of regulation (in relation to their working conditions and remuneration). This highlights the need for the model to depict 'Beneficiary' as a plural rather than a singular entity, so as to encompass both passengers and drivers. There is also a need to support different segments within heterogeneous populations, differentiating, for example, business customers from consumers, controlled markets such as for school transport, and urban, suburban, regional and remote locations (Heikkilä & Heikkilä 2019). An important segment is customers in wheel-chairs, who may be impacted quite differently from ambulant ride-seekers. Similarly, on the supply side, drivers fully-dependent on ride-sharing for their livelihood have somewhat different interests from part-time, second-income drivers.
Another challenge is the need for some 'Business Partners' to be factored into analyses. Of particular importance are technology providers that deliver custom-built or customised tools for collecting and managing data, matching demand and supply, providing convenience and ease-of-use, and satisfying customers' and drivers' hedonic needs. Motor vehicle providers may also become significant, to the extent that they deliver, or trial, Uber-favouring features such as embedded vehicle-tracking, automated navigation, and driverless operation. Uber's partners may of course intersect with the 'RegTech Providers' that are already included in the model - resulting variously in cross-leveraging and compromise.
In Table 1, categories of researcher perspective were distinguished. These are clearly applicable to research into the Uber platform, in that the platform operator, drivers, customers, several kinds of service-providers and multiple regulators are involved. There are several ways in which dual-perspective research would provide important insights, particularly through the dyads platform-operator and drivers, platform-operator and customers, platform-operator and regulators, regulators and drivers, and regulators and customers. Contexts within which Uber operates are sufficiently diverse and complex that some aspects of market, system and regulatory design could only be properly understood if multi-pespective research is undertaken. A further consideration arising from the study is that the research published to date, which has been mostly undertaken by legal academics and economists, would benefit if it were complemented by analyses by specialists in information systems and system dynamics.
The categories of dimensions in Table 2 are well-represented in the case of Uber: the economic dimension by costs, revenues, market-share and income distribution; the social dimension by the pressures of piecework and the level of control over drivers' social behaviour and of exposure of the behaviour of frequent customers; and the environmental dimension by the substitution of additional emission-generating private transport for public transport, cycling and walking, and by traffic congestion issues.
The framework, particularly if subjected to some modest adaptations, provides a strong basis for describing and analysing the regulatory concepts and processes underlying platform-based business sectors. This case study has provided evidence in support of the contentions that regulation embodies many opportunities for IS practitioners and researchers, and that the framework outlined in this paper enables their discovery and supports their articulation.
The purpose of this article has been to demonstrate that a wide range of research opportunities exists in regulatory aspects of electronic markets. A research framework has been proposed to support the assessement of industry sectors and segments, exemplars have been sought in relevant publishing venues, and the framework has been applied to a particular electronic maket architecture.
Given the nature of the study, the generalisability of the findings is subject to limitations. The search strategy used to identify existing studies was heavily dependent on a family of terms and a single publishing venue. A systematic study across the full gamut of journals, conference proceedings, books and book chapters would find additional prior works and these could embody challenges to the research framework and lead to variations in the analysis, arguments and inferences put forward in this article. The findings of this study of the hitherto only lightly researched area of external regulation of organisations could be blended with the results of a review of internal controls within organisations. This would be likely to reveal associations and synergies between the two arenas.
Further, no great attention was paid to contingent aspects of prior publications, such as the temporal, cultural and jurisdictional contexts in which studies were undertaken, and any industry sector or segment focus that they had. Apart from an earlier pilot test in a specific context, the effectiveness of the research framework has been evaluated only in the context of one particular platform within one category of architecture. The validation performed by means of application to one multi-sided platform is of course a slim basis on which to assert the efficacy of the framework, even in relation to multi-sided platforms generally. Platforms evidence a variety of forms, with Alt (2020, Figure 1, p.6) differentiating centralised / multi-sided platforms from decentralised electronic markets, and from digital ecosystems that feature standards and interoperability arrangements. Application of the framework by diverse individuals and teams, and in various contexts, are likely to lead to refinements to the categories in the five segments.
Although this article is largely addressed to researchers, the framework has implications for practice, because professionals, managers and executives in both operational organisations and regulatory agencies can use it to gain insights into their own sectors, segments and markets. This could include the assessment of spaces, mechanisms, players and plays in electronic markets with characteristics similar to those in their own context, which may lead to the identification of strategic opportunities.
The five segments of the framework and the categorisations they embody provide means for researchers to build consideration of regulatory matters into their analyses, and to view problem-domains from perspectives that are not often adopted in electronic markets research. This is particularly timely for researchers considering whether and how to address the emergent field of RegTech, whether in financial services or in the many other primary, secondary and tertiary sectors in which legal obligations and independent monitoring play significant roles.
The framework also offers ways to assess the many facets of regulatory impact, as a constraint on and cost-element of business operations, as an enabler of trust, as a counterweight against anti-competitive behaviour by organisations that dominate sectors or resources, as a shaper of marketplaces, as a source of competitive advantage, and even as a stimulator of innovation.
The fifth segment of the framework draws attention to the stakeholders in the phenomena and interventions that researchers subject to study. The researcher perspective notion poses the question to academics as to whether it is appropriate in each particular project to focus on the interests of just one of the stakeholders, and, if so, whether the system sponsor, and in the case of electronic markets, the marketspace operator, should be the sole beneficiary of the research effort. The stakeholder segment also brings to the fore the existence of dimensions other than the economic, and the importance of researchers reflecting social and environmental needs even when undertaking studies of a predominantly economic nature, and considering whether social and environmental aspects might deserve express attention in a somewhat larger proportion of the research undertaken in the field of electronic markets.
This study re-affirms points made by the Editors of Electronic Markets in 2011, 2018 and 2020, regarding the significance of regulation, the limited investment in research on regulation, and the opportunities that have yet to be taken up.
The article has articulated those opportunities by proposing and applying a framework. Mainstream single-perspective research that prioritises the interests of regulatees can examine the impacts of alternative regulatory mechanisms in any and all of the six layers. That can generate strategic plays, and anticipate strategic plays by competitors. Changes in regulatory regimes can be identified that advantage or disadvantage regulatees, and that may need to be lobbied for and against, or for which contingency plans may need to be prepared.
Beyond that mainstream approach, single-perspective research can focus on the interests of regulators. It can also prioritise alternative stakeholders, such as market participants that are not themselves system sponsors, including buyers, sellers, traders, brokers, service-providers, financiers and insurers. Or it can choose to reflect the needs of non-participant usees, such as producers of commodities that are the plaything of market traders, and the individuals whose data is exchanged in personal data markets.
One of the conclusions from researcher perspective theory is that deeper insights into the behaviour of electronic markets can be delivered by dual-perspective research that embodies the tensions between different stakeholders, rather than treating one as having objectives and the other as acting as a constraint on the achievement of those objectives.
Further, challenging though broader, multi-perspective research may be, it is directly relevant to the analysis of supply-chains and industry networks, and to the 'win-win-win' approach to collaborative information systems. In addition, effective research in support of the work of regulators is of necessity multi-perspective in nature, because broad economic, social and environmental objectives cannot be achieved by arbitrarily carving off small portions of a complex reality and optimising an objective function that is by definition too narrow.
The recent increase in article-counts show that previous encouragement to give greater consideration to regulation, notably by the editors of this journal, are beginning to bear fruit. This article offers a framework whereby the quantity, quality and impact of such research can be accelerated.
ACCC (2018) ' Consumer data right (CDR): Project overview' Australian Competition ansd Consumer Commission, May 2018, at https://www.accc.gov.au/focus-areas/consumer-data-right-cdr-0
ACCC (2019) 'Digital Platforms Inquiry: Final Report' Australian Competition ansd Consumer Commission, June 2019, at https://www.accc.gov.au/system/files/Digital%20platforms%20inquiry%20-%20final%20report.pdf
ACCC (2020) 'Draft news media bargaining code' Australian Competition and Consumer Commission, 20 April 2020, at https://www.accc.gov.au/focus-areas/digital-platforms/draft-news-media-bargaining-code#consultation-on-the-draft-code
Akhtar A. (2019) 'More Uber and Lyft drivers are using the app to fit their schedules, but those who make it a full-time job are barely earning a livable wage' Business Insider Australia, 7 May 2019, at https://www.businessinsider.com.au/uber-lyft-drivers-livable-wage-complaints-2019-5
Alt R. (2020) 'Evolution and perspectiives of electronic markets' Electronic Markets 30, 1 (2020) 1-13, at https://link.springer.com/article/10.1007/s12525-020-00413-8
Alt R. & Klein S. (2011) 'Twenty years of electronic markets research--looking backwards towards the future' Electronic Markets 21 (2011) 41-51
Alt R., Beck R. & Smits M.T. (2018) 'FinTech and the transformation of the financial industry' Editorial, Electronic Markets (2018) 28:235-243 https://doi.org/10.1007/s12525-018-0310-9
Anagnostopoulos I. (2018) 'Fintech and regtech: Impact on regulators and banks' Journal of Economics and Business 100 (Nov-Dec 2018) 7-25
Arner D.W., Barberis J. & Buckley R.P. (2015) 'The Evolution of FinTech: A New Post-Crisis Paradigm?' University of Hong Kong Faculty of Law Research Paper No. 2015/047, UNSW Law Research Paper No. 2016-62, October 2015, at https://hub.hku.hk/bitstream/10722/221450/1/Content.pdf?accept=1
Avgerou C. (2008) 'Information systems in developing countries: a critical research review' Journal of Information Technology 23 (2008) 133 - 146, at http://ai2-s2-pdfs.s3.amazonaws.com/c130/a316d37382ba89b05ffbaebfe85c0068e6ad.pdf
Bacarin E., Edmundo R.M. Madeira E.R.M. & Medeiros C.B. (2008) 'Contract E-Negotiation in Agricultural Supply Chains' International Journal of Electronic Commerce 12, 4 (Summer 2008) 71-97
Baida Z., Rukanova B., Liu J. & Tan Y.-H. (2007) 'Rethinking EU Trade Procedures - e Beer Living Lab' Proc. Bled Conf., June 2007, at https://domino.fov.uni-mb.si/proceedings.nsf/Proceedings/EA718DF356C0E2B6C12572EE00717DE9/$File/54_Baida.pdf
Ballon P. & Van Heesvelde E. (2011) 'ICT platforms and regulatory concerns in Europe' Telecommunications Policy, 2011, at https://biblio.ugent.be/publication/1901362/file/6761124.pdf
Baumer E.P.S. (2015) 'Usees' Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems (CHI'15), April 2015
BBC (2019) 'Uber loses licence to operate in London' BBC News, 25 November 2019, at https://www.bbc.com/news/business-50544283
Bond S. (2019) 'Uber spent $2m to help push New York congestion charge' The Financial Times, 3 April 2019, at https://www.ft.com/content/bb89ecd0-558a-11e9-91f9-b6515a54c5b1
Bons R.W.H., Alt R., Lee H.G. & Weber B. (2012) 'Editorial: Banking in the Internet and mobile era' Electronic Markets 22 (2012) 197-202
Buckley R.P., Arner D.W., Zetzsche D.A. & Weber R.H. (2020) 'The road to RegTech: the (astonishing) example of the European Union' Journal of Banking Regulation 21 (2020) 26-36
Butler T. (2011) 'Compliance with institutional imperatives on environmental sustainability: Building theory on the role of Green IS' The Journal of Strategic Information Systems 20, 1 (March 2011) 6-26
Cameron J. & Clarke R. (1996) 'Towards a Theoretical Framework for Collaborative Electronic Commerce Projects involving Small and Medium-Sized Enterprises' Proc. 9th International Conf. on EDI-IOS, Bled, Slovenia, 10-12 June 1996, PrePrint at http://www.rogerclarke.com/EC/CamCla960612.html
Cannon S. & Summers L.H. (2014) 'How Uber and the Sharing Economy Can Win Over Regulators' Harv. Bus. Rev., 13 October 2014, at http://wpressutexas.net/cs378h/images/4/48/How_Uber_and_the_Sharing_Economy_Can_Win_Over_Regulators.pdf
Carson B. (2018) 'Where Uber Is Winning The World, And Where It Has Lost' Forbes Magazine, 19 September 2018, at https://www.forbes.com/sites/bizcarson/2018/09/19/where-uber-is-winning-the-world-and-where-it-has-lost/#3dc0a2234d6e
Clarke R. (1992) 'Extra-Organisational Systems: A Challenge to the Software Engineering Paradigm' Proc. IFIP World Congress, Madrid, September 1992, PrePrint at http://www.rogerclarke.com/SOS/PaperExtraOrgSys.html
Clarke R. (2001) 'Towards a Taxonomy of B2B e-Commerce Schemes' Proc. 14th Int'l eCommerce Conf., Bled, Slovenia, 25-26 June 2001, pp. 591-615, PrePrint at http://www.rogerclarke.com/EC/Bled01.html
Clarke R. (2015) 'Not Only Horses Wear Blinkers: The Missing Perspectives in IS Research' Proc. ACIS'15, Adelaide, December 2015, at https://arxiv.org/pdf/1611.04059
Clarke R. (2016) 'An Empirical Assessment of Researcher Perspectives' Proc. 29th Bled eConf., Slovenia, June 2016, PrePrint at http://www.rogerclarke.com/SOS/BledP.html
Clarke R. (2018) 'The Opportunities Afforded by RegTech: A Framework for Regulatory Information Systems' Xamax Consultancy Pty Ltd, November 2018, prePrint at http://www.rogerclarke.com/EC/RTF.html
Clarke R. (2019) 'Risks Inherent in the Digital Surveillance Economy: A Research Agenda' Journal of Information Technology 34,1 (Mar 2019) 59-80, PrePrint at http://www.rogerclarke.com/EC/DSE.html
Clarke R. (2020a) ' Researcher Perspectives in Electronic Markets' Electronic Markets 30,1 (Mar 2020) 15-27, PrePrint at http://www.rogerclarke.com/EC/RPEM.html
Clarke R. (2020b) 'RegTech Opportunities in the Platform-Based Business Sector' Proc. Bled eConference, June 2020, pp. 79-106, PrePrint at http://www.anu.edu.au/people/Roger.Clarke/EC/RTFB.html
Clarke R. & Davison R. (2020) 'Through Whose Eyes? The Critical Concept of Researcher Perspective' J. Assoc. Inform. Syst. 21, 2 (March-April 2020) 483-501, PrePrint at http://www.rogerclarke.com/SOS/RP.html
Clarke R., Davison R.M. & Jia W. (2021) 'Researcher Perspective in the IS Discipline: An Empirical Study of Articles in the Basket of 8 Journals' Forthcoming in Information Technology & People, at http://www.rogerclarke.com/SOS/RPBo8.html
Clarke R. & Jenkins M. (1993) 'The Strategic Intent of On-Line Trading Systems: A Case Study in National Livestock Marketing' Journal of Strategic Information Systems 2,1 (March 1993) 57-76, PrePrint at http://www.rogerclarke.com/EC/CALM.html
Clarke R. & Pucihar A. (2013) 'Electronic Interaction Research 1988-2012 through the Lens of the Bled eConference' Electronic Markets 23. 4 (December 2013) 271-283, PrePrint at http://www.rogerclarke.com/EC/EIRes-Bled25.html
CMA (2016) 'CMA paves the way for Open Banking revolution' UK Competition and Markets Authority, 9 August 2016, at https://www.gov.uk/government/news/cma-paves-the-way-for-open-banking-revolution
Currie W.L., Gozman D.P. & Seddon J.J.M. (2018) 'Dialectic tensions in the financial markets: a longitudinal study of pre- and post-crisis regulatory technology' Journal of Information Technology 33 (2018) 304-325
Daley M. & Butler B. (2018) 'Conduct risk: towards a model for assessment and remediation' Journal of Decision Systems 27 (2018), at https://www.tandfonline.com/doi/full/10.1080/12460125.2018.1468172
Dey P.K., Bhattacharya A., Ho W. & Clegg B. (2015) 'Strategic supplier performance evaluation: A case-based action research of a UK manufacturing organisation' Int. J. Production Economics 166 (August 2015) 192-214
Drahos P. (ed.) (2017) 'Regulatory Theory: Foundations and Applications' ANU Press, 2017. at http://press.anu.edu.au/publications/regulatory-theory/download
Drahos P. & Krygier M. (2017) 'Regulation, institutions and networks' Ch. 1 in Drahos (2017), at http://press-files.anu.edu.au/downloads/press/n2304/pdf/ch01.pdf
Dratva R. (2020) 'Is open banking driving the financial industry towards a true electronic market?' Electronic Markets 30 (2020) 65-67
DWO (2018) 'Sharing economy: rapid expansion, rise in legal issues' Digital Watch Observatory, undated but apparently 2018, at https://dig.watch/trends/uber
Eggert M., Winkelmann A., Lohmann P. & Knackstedt R. (2013) 'The Regulatory Influence On Management Information Systems - A Contingency Perspective' Proc. ECIS 2013, 9
Elliot S. (2011) 'Transdisciplinary Perspectives on Environmental Sustainability: A Resource Base and Framework for IT-Enabled Business Transformation' MIS Quarterly 35, 1 Mar 2011) 197-236
Farbey B., Land F.F. & Targett D. (1995) 'A taxonomy of information systems applications: the benefits' evaluation ladder' European Journal of Information Systems 4, 1 (1995) 41-50
FCA (2016) 'Call for input on supporting the development and adopters of RegTech' Feedback Statement FS16/4, Financial Conduct Authority, July 2016, at
Fischer-Huebner S. & Lindskog H. (2001) 'Teaching Privacy-Enhancing Technologies' Proceedings of the IFIP WG 11.8 2nd World Conference on Information Security Education, Perth, Australia
Fisher J. & Harindranath G. (2004) 'Regulation as a barrier to electronic commerce in Europe: the case of the European fund management industry' Euro. J. Info. Syst. 13, 4 (2004) 260-272
Fleischer V. (2010) 'Regulatory Arbitrage' Texas Law Review 89, 2 (2010) 227-289
Freeman R.E. & Reed D.L. (1983) 'Stockholders and Stakeholders: A New Perspective on Corporate Governance' California Management Review 25, 3 (1983) 88-106
Geradin D. (2015) 'Should Uber be Allowed to Compete in Europe? And if so How?' George Mason University Law & Economics Research Paper Series 15-29, 2015, at https://www.law.gmu.edu/assets/files/publications/working_papers/LS1511.pdf
Gholami R., Watson R.T., Hasan H., Molla A. & Bjoern-Andersen N. (2016) 'Information Systems Solutions for Environmental Sustainability: How Can We Do More?' Journal of the Association for Information Systems 17, 8 (2016) 521-536
Gilmore W.C. (2004) 'Dirty Money: The Evolution of International Measures to Counter Money Laundering and the Financing of Terrorism' Council of Europe Publishing, 2004
Giordano C. (2019) 'Uber to increase fares in central London to help pay new congestion charge' The Independent, 6 April 2019, at https://www.independent.co.uk/news/uk/home-news/uber-fare-new-congestion-charge-london-a8857521.html
Goeldi A. (2020) 'A blind spot for the dark side: the monopolies we didn't see coming' Electronic Markets 30 (2020) 55-56
Greenaway K.E., Chan Y.E. & Crossier R.E. (2015) 'Company information privacy orientation: a conceptual framework' Info Systems J 25, 6 (2015) 579-606
Heikkilä J. & Heikkilä M. (2019) 'Global service platforms in local markets: case taxi services' Proc. Bled eConf., June 2019
Hein A., Schreieck M., Wiesche M., Boehm M. & Krcmar H. (2019) 'The emergence of native multi-sided platforms and their influence on incumbents' Electronic Markets 29 (2019) 631-647
Henley J. (2017) 'Uber clashes with regulators in cities around the world' The Guardian, 30 Sep 2017, at https://www.theguardian.com/business/2017/sep/29/uber-clashes-with-regulators-in-cities-around-the-world
Henry K., Fox M.S. & Sengupta A. (2007) 'How To Build Enterprise Data Models To Achieve Compliance To Standards Or Regulatory Requirements (and share data)' Journal of the Association for Information Systems 8, 2, Article 5
Hesse M. & Teubner T. (2020) 'Reputation portability - quo vadis?' Electronic Markets 30 (2020) 331-349
Ho W., Dey P.K. & Bhattacharya A. (2015) 'Strategic supplier selection using multi-stakeholder and multi-perspective approaches' International Journal of Production Economics 166 (August 2015) 152-154
Hosein G., Tsavios P. & Whitley E. (2003) 'Regulating Architecture and Architectures of Regulation: Contributions from Information Systems' International Review of Law, Computers and Technology 17, 1 (2003) 85-98
Hosein I. & Whitley E.A. (2002) 'The regulation of electronic commerce: learning from the UK's RIP act' The Journal of Strategic Information Systems 11, 1 (March 2002) 31-58
Hou J. & Blodgett J. (2010) 'Market structure and quality uncertainty: a theoretical framework for online auction research' Electronic Markets 20, 1 (Mar 2010) 21-32
Hsu P.-F., Kraemer K.L. & Dunkle D. (2006) 'Determinants of E-Business Use in U.S. Firms' International Journal of Electronic Commerce 10, 4 (Summer 2006) 9-45
Hulsink W. (1999) 'Privatisation and Liberalisation in European Telecommunications: Comparing Britain, the Netherlands and France' Routledge 1999
IPART (2019) '2019 Point-to-Point Transport Survey Report' Orima Research, Sydney, November 2019, at https://www.ipart.nsw.gov.au/files/sharedassets/website/shared-files/investigation-administrative-publications-survey-of-point-to-point-transport/consultant-report-orima-research-2019-point-to-point-transport-survey.pdf
Jordan J.M. (2017) 'Challenges to large-scale digital organization: the case of Uber' Journal of Organization Design 6, 11 (December 2017), at https://link.springer.com/content/pdf/10.1186%2Fs41469-017-0021-2.pdf
Kaine S., Veen A., Goods C. & Josserand E. (2017) `The way they manipulate people is really saddening': study shows the trade-offs in gig work' The Conversation, 19 June 2017, at https://theconversation.com/the-way-they-manipulate-people-is-really-saddening-study-shows-the-trade-offs-in-gig-work-79042
Kaplan R.A. and Nadler M.L. (2015) 'Airbnb: A Case Study in Occupancy Regulation and Taxation' The University of Chicago Law Review 82 (2015) 103
Kavadias S., Ladas K. & Loch C. (2016) 'The Transformative Business model: How to tell if you have one' Harv. Bus. Rev., October 2016, at https://www.apdata.com/upload/file/Edition_October_2016.pdf
King W. (1978) 'Strategic Planning for Management Information Systems' MIS Quarterly 2,1 (1978) 27-37
Klapper L., Laeven L. & Rajan R. (2006) 'Entry regulation as a barrier to entrepreneurship' Journal of Financial Economics 82 (2006) 591-629, at http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.576.1585&rep=rep1&type=pdf
Klein S., Reimers K. & Johnston R.B. (2012) 'Inter-organizational Information Systems: From Strategic Systems to Information Infrastructures' Proc. Bled Conference, Special Issue, June 2012, at https://domino.fov.uni-mb.si/proceedings.nsf/Proceedings/DA993FB4F7023BA7C1257A5A0040E5AA/$File/08_klein.pdf
Kranz J., Kolbe L.M., Koo C. & Boudreau M.-C. (2015) 'Editorial: Smart energy: where do we stand and where should we go?' Electronic Markets 25 (2015) 7-16
Kumara V., Lahiria A. & Dogan O.B. (2018) 'A strategic framework for a profitable business model in the sharing economy' Industrial Marketing Management 69 (February 2018) 147-160
Lane M.S. & Koronios A. (2001) 'e-Pharmacy (www.epharmacy.com.au): A Successful Online Pharmacy in Australia' Proc. 14th Bled Electronic Commerce Conf., June 2001
Lessig L. (1999) 'Code and Other Laws of Cyberspace' Basic Books, 1999
Malhotra A., Melville N. P. & Watson R. T. (2013) 'Spurring impactful research on information systems for environmental sustainability' MIS Quarterly 37, 4 (Dec 2013) 1265-1274
Manahov V. & Zhang H. (2019) 'Forecasting Financial Markets Using High-Frequency Trading Data: Examination with Strongly Typed Genetic Programming' International Journal of Electronic Commerce 23, 1 (2019) 12-32
Moyano J.P. & Ross O. (2017) 'KYC Optimization Using Distributed Ledger Technology'. Business & Information Systems Engineering 59, 6 (2017) 411-423
Ostrom E. (1990) 'Governing the Commons: The evolution of institutions for collective action' Cambridge University Press, 1990
Neo B.S. & Clarke R. (1992) 'On-Line Trading at the Singapore Hog Auction Market (HAM)' Department of Computer Science, Australian National University, July 1992, at http://rogerclarke.com/EC/HAM.html
Neo B.S. (1992) 'The implementation of an electronic market for pig trading in Singapore' The Journal of Strategic Information Systems 1, 5 (December 1992) 278-288
Newell S. & Marabelli M. (2015) 'Strategic Opportunities (and Challenges) of Algorithmic Decision-Making: A Call for Action on the Long-Term Societal Effects of 'Datification'' The Journal of Strategic Information Systems 24, 1 (2015) 3-14, at http://marcomarabelli.com/Newell-Marabelli-JSIS-2015.pdf
O'Reilly P., Duane A. & Andreev P. (2012) 'To M-Pay or not to M-Pay -- Realising the potential of smart phones: conceptual modeling and empirical validation' Electronic Markets 22 (2012) 229-241
Porter M.E. (1980) 'Competitive Strategy' The Free Press, New York, 1980
Porter M.E. (1985) 'Competitive Advantage' The Free Press, New York, 1985
PTP (2020) 'Number of transfers recorded as at July 2020 (Sydney Metropolitan District)' NSW Point to Point Transport Commissioner, July 2020, at https://www.pointtopoint.nsw.gov.au/sites/default/files/Number%20of%20Sydney%20transfers%20recorded%20as%20at%20July%202020.pdf
Rai A., Arikan I., Pye J. & Tiwana A. (2015) 'Fit and Misfit of Plural Sourcing Strategies and IT-Enabled Process Integration Capabilities: Consequences of Firm Performance in the U.S. Electric Utility Industry' MIS Quarterly 39, 4 (2015) 865-885
Rauch D.E. & Schleicher D. (2015) 'Like Uber, but for Local Government Law: The Future of Local Regulation of the Sharing Economy' Ohio State L.J. 76, 4 (2015) 901-963
Reimers K., Johnston R.B. & Klein S. (2004) 'The Shaping of Inter-Organisational Information Systems: Main Design Considerations of an International Comparative Research Project' Proc. 17th Bled eCommerce Conf., June 2004, at https://ssrn.com/abstract=3150448
Rukanova B., Van Stijn E., Henriksen H.Z., Baida Z. & Tan Y.-H. (2009) 'Understanding the influence of multiple levels of governments on the development of inter-organizational systems' European Journal of Information Systems 18, 5 (Oct 2009) 387-408
Siering M., Clapham B., Engel O. & Gomber P. (2017) 'A taxonomy of financial market manipulations: establishing trust and market integrity in the financialized economy through automated fraud detection' Journal of Information Technology 32 (2017) 251-269
Smith J.W. (2016) 'The Uber-All Economy of the Future' The Independent Review 20, 3 (Winter 2016) 383-390
Smyth J. (2020) 'Australia to force Google and Facebook to pay for content' Financial Times, 20 April 2020, at https://www.ft.com/content/d193c5e6-549d-43a0-91f4-0e9cc383d0c0
Strecker S., Heise D. & Frank U. (2011) 'RiskM: A multi-perspective modeling method for IT risk assessment' Information Systems Frontiers 13, 4 (Sep 2011) 595-611
Taeuscher K. & Laudien S.M. (2018) 'Understanding platform business models: A mixed methods study of marketplaces' European Management Journal 36, 3 (June 2018) 319-329, at https://www.researchgate.net/profile/Karl_Taeuscher/publication/316667830_Understanding_Platform_Business_Models_A_Mixed_Methods_Study_of_Digital_Marketplaces/links/59833097a6fdcc6d8be0c6b3/Understanding-Platform-Business-Models-A-Mixed-Methods-Study-of-Digital-Marketplaces.pdf
Tang Z., Yu J. & Smith M.D. (2008) 'Gaining Trust Through Online Privacy Protection: Self-Regulation, Mandatory Standards, or Caveat Emptor' J. of Mngt Infor. Syst. 24, 4 (2008) 153-173
Teece D.J. (2018) 'Business models and dynamic capabilities' Long Range Planning 51 1 (February 2018) 40-49
Tsatsou P., Elaluf-Calderwood S. & Liebenau J. (2010) 'Towards a taxonomy for regulatory issues in a digital business ecosystem in the EU' Journal of Information Technology 25, 3 (Sep 2010) 288-307
Uenlue M. (2017a) 'The Complete Guide to the Revolutionary Platform Business Model' Innovation Tactics, June 2017, at https://www.innovationtactics.com/platform-business-model-complete-guide/
Uenlue M. (2017b) ' Business Model Canvas Airbnb' Innovation Tactics, August 2017, at https://www.innovationtactics.com/business-model-canvas-airbnb/
Uenlue M. (2018) ' Business Model Canvas Uber' Innovation Tactics, January 2018, at https://www.innovationtactics.com/business-model-canvas-uber/
UKGOS (2015) 'FinTech futures: the UK as a world leader in financial technologies' UK Government Office for Science, March 2015, at https://www.gov.uk/government/publications/fintech-blackett-review
Wall J.D., Lowry P.B. & Barlow J.B. (2016) 'Organizational Violations of Externally Governed Privacy and Security Rules: Explaining and Predicting Selective Violations under Conditions of Strain and Excess' J. Ass. Infor. Syst. 17, 1 (2016)
Wallbach S., Coleman K., Elbert R. & Benlian A. (2019) 'Multi-sided platform diffusion in competitive B2B networks: inhibiting factors and their impact on network effects' Electronic Markets 29 (2019) 693-710
Wallsten S. (2015) 'The Competitive Effects of the Sharing Economy: How is Uber Changing Taxis?' Technology Policy Institute, June 2015, at https://techpolicyinstitute.org/wp-content/uploads/2015/06/the-competitive-effects-of-the-2007713.pdf
Wand Y. & Weber R. (2002) 'Research Commentary: Information Systems and Conceptual Modeling-- A Research Agenda' Information Systems Research 13, 4 (December 2002) 363-376, at http://www.cs.northwestern.edu/~paritosh/papers/sketch-to-models/wand-weber-information-systems-and-conceptual-modeling-2002.pdf
Watson R.T., Boudreau M.-T. & Chen A.J. (2010) 'Information Systems and Environmentally Sustainable Development: Energy Informatics and New Directions for the IS Community' MIS Quarterly 34 1 (March 2010). 23-38
Williams T.A. (1994) 'Government regulation through voluntary cooperation: the strategic impact of information technology' The Journal of Strategic Information Systems 3, 2 (June 1994) 107-122
Williams T.A. (1996) 'Government regulation through voluntary cooperation: a follow-up study of the strategic impact of information technology' The Journal of Strategic Information Systems 5, 2 (June 1996) 149-156
Whytock C.A. (2011) 'The Evolving Forum Shopping System' Cornell L. Rev. 96 (2011) 481, at http://scholarship.law.cornell.edu/clr/vol96/iss3/8
Woollacott E. (2020) 'Australia To Order Facebook And Google To Pay Publishers For News Content' Forbes Magazine, 20 Apr 2020, at https://www.forbes.com/sites/emmawoollacott/2020/04/20/australia-to-order-tech-giants-to-pay-publishers-for-news-content/#6391f2f8b702
Worrall L. (2004) 'Multi-perspective Management Research: Fusion or Confusion?' Electronic Journal of Business Research Methods, 2(2), 163-170, at https://www.researchgate.net/publication/228832217_Multi-perspective_Management_Research_Fusion_or_Confusion/link/004635256831f028b9000000/download
Wrigley C., Wagenaar R. & Clarke R. (1994) 'Electronic data interchange in international trade: frameworks for the strategic analysis of ocean port communities' The Journal of Strategic Information Systems 3, 3 (September 1994) 211-234
Wyman K.M. (2017) 'Taxi Regulation in the Age of Uber' N.Y.U. J. Legislation & Public Policy 20, 1 (April 2017) 1-100, at https://www.nyujlpp.org/wp-content/uploads/2017/04/Wyman-Taxi-Regulation-in-the-Age-of-Uber-20nyujlpp1.pdf
Xu H., Teo H.H., Tan B.C.Y. & Agarwal R. (2012) 'Research Note--Effects of Individual Self-Protection, Industry Self-Regulation, and Government Regulation on Privacy Concerns: A Study of Location-Based Services' Information Systems Research 23, 4 (2012) 1342-1363
Zagaris B, (2004) 'The Merging of the Anti-Money Laundering and Counter-Terrorism Financial Enforcement Regimes after September 11, 2001' BerkeleyJ. Int'lLaw 22, 1 (2004) 123-158, at http://scholarship.law.berkeley.edu/bjil/vol22/iss1/6
Some segments of this article are further developments of a paper published in the Proceedings of the Bled eConference in June 2020, reference at Clarke (2020b).
Roger Clarke is Principal of Xamax Consultancy Pty Ltd, Canberra. He is also a Visiting Professor associated with the Allens Hub for Technology, Law and Innovation in UNSW Law., and a Visiting Professor in the Research School of Computer Science at the Australian National University.
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