1 Introduction
2 Conceptual foundations
3 Research methodology
4 Results
4.1 Macro-level findings
4.2 Micro-level findings: the technology-centric side of the equation
Aggregate dimension | Second order themes | Examples of first order concepts | Illustrative quotes | Examples of other sources addressing the second-order theme |
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Technology-driven | Pace of change and time to market | Increased speed of decision making, product launches, convenience of new business formation, time-to-market | ‘Technology has allowed firms to speed up decisions that otherwise might be slowed due to information flows up and down the hierarchy’ (Bharadwaj et al. 2013, p. 476) | |
‘The cloud and all sorts of platforms have revolutionized how to set up and run a business. Innovative ideas can be realized in days, and the corresponding business set up almost “overnight”‘ (Vey et al. 2017, p. 23) | ||||
Technology capability and integration | Exponential advancements in the price/performance capability, dematerialization of tangible products, agile and scalable digital infrastructure for seamless technology integration | ‘Digital products and services emerge as substitutes for established offerings. They offer superior performance and higher benefits to consumers and businesses than their physical/analog counterparts’ (Loebbecke and Picot 2015, p. 153) | ||
‘Data storage capabilities and computing speed have enabled data collection at an unprecedented scale’ (Ng and Wakenshaw 2017, p. 13) | ||||
‘Intensive interactive digital connectivity to the outside requires integration between the outside and inside of the enterprise that goes beyond the traditional ERP and supply chain management integration paradigm’ (El Sawy et al. 2016), p. 142 | ||||
Consumer and other stakeholder interfaces | Co-creation of products and services with customers, consumer behavior, consumer knowledge, consumer analysis, multi-sided digital platforms eliminate intermediating function, information ubiquity raises exposure of leaders to stakeholders | ‘IoT applications will be mostly focused on co-creation and communities… For instance, Philips indicated the use of co-creation as type of customer relationship for their IoT product ‘Hue’, since customers can design their own light recipes’ (Dijkman et al. 2015, p. 677) | Bharadwaj et al. (2013), El Sawy et al. (2016), Evens (2010), Granados and Gupta (2013), Hagberg et al. (2016), Ives et al. (2016), Leong et al. (2017), Llopis et al. (2004), Loebbecke and Picot (2015), Majchrzak et al. (2016), Ng and Wakenshaw (2017), Pagani (2013), Sebastian et al. (2017), Setia et al. (2013), Sia et al. (2016), Vey et al. (2017), and Weill and Woerner (2015) | |
‘In the new digital marketplace, consumers are using mobile, interactive tools to become instant experts on product and service offerings’ (Berman 2012, p. 16) | ||||
‘If a leader at any level does not understand how to use the digital world and its accompanying instrumentation, and if they do not understand the power that it has on their relationships with their stakeholders… then they will be seriously left behind’ (Bennis 2013, p. 635) | ||||
Technology-driven | Distributed value creation and capture | Value creation and capture are driven and co-created in networks with multiple partners, value is always shifting and a moving target | ‘As more products and services become digital and connected, network effects become the key differentiator and driver of value creation’ (Bharadwaj et al. 2013, p. 475) | |
‘In multi-sided platform markets, value is not created in the transformation of goods, but in the mediation of these goods between different kinds of users, who pay for access to the network… in value networks, value is co-created and revenues are shared amongst all participants’ (Evens 2010, p. 53) | ||||
‘Digital business will be driven in its next phases by value architectures rather than business models’ (Keen and Williams 2013, p. 646) | ||||
Market environment and rules of competition | Dynamics of business environment, inter-connected business infrastructures, emergence of innovation networks, cross-industry competition, erosion of property rights, knowledge heterogeneity, demand harmonization | ‘The simultaneous increase in environmental turbulence, the requisite speed of organizational change, and the intensified ubiquity of digital technologies are spawning a phenomenon that is messy, complex, and chaotic’ (El Sawy et al. 2010, p. 835) | Bharadwaj et al. (2013), Dremel et al. (2017), Evens (2010), Grover and Kohli (2013), Kohli and Johnson (2011), Leong et al. (2017), Loebbecke and Picot (2015), Lyytinen et al. (2016), Majchrzak et al. (2016), Markus and Loebbecke (2013), Mazzei and Noble (2017), Mithas et al. (2013), Rayna and Striukova (2016) and Sia et al. (2016) | |
‘As digital interconnectivity becomes virtually ubiquitous, it overcomes physical barriers and enables the possibility of reaching more people and of building a network based on interests rather than on geographical location’ (Lanzolla and Anderson 2008, p. 76) | ||||
‘The new kid on the block can come “out of the blue”, from anywhere—it does not have to be a well-known competitor in your industry’ (Vey et al. 2017, p. 23) | ||||
‘Two-thirds of respondents said they were experiencing a high level of threat … from enterprises in other industries that have existing relationships with their customers’ (Weill and Woerner 2015, p. 32) |
4.2.1 Pace of change and time to market
4.2.2 Technology capability and integration
4.2.3 Consumer and other stakeholder interface
4.2.4 Distributed value creation and value capture
4.2.5 Market environment and rules of competition
4.3 Micro-level findings: the actor-centric side of the equation
Aggregate dimension | Second order themes | Examples of first order concepts | Illustrative quotes | Examples of other sources addressing the second-order theme |
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Actor-driven | Transformative leadership | Transformational leadership, fusion between functional IT strategy and business strategy, leadership education, nature of leadership, emergence of Chief Digital Officers | ‘Transformational leadership is proposed as a significant antecedent of e-business adoption… Transformational leadership first plays a key role in changing characteristics of culture and then facilitates e-business adoption’ (Alos-Simo et al. 2017, p. 382) | Bennis (2013), Cha et al. (2015), Chatterjee et al. (2002), El Sawy et al. (2016), Gerth and Peppard (2016), Granados and Gupta (2013), Hu et al. (2016), Kohli and Melville (2019), Llopis et al. (2004), Loebbecke and Picot (2015), Mazzei and Noble (2017), Rigby et al. (2016), Rindova and Kotha (2001), Sia et al. (2016), Singh and Hess (2017) and Yeow et al. (2018) |
‘When implementing a digital transformation project, it is important to have direct policing by top management and solid congruence between a firm’s business goals and its IT development strategy, not just count IT projects as additional jobs for the MIS department’ (Liu et al. 2011, p. 1739) | ||||
‘The necessary digital transformation requires new roles, such as a chief digital officer (CDO), and organizational structures to be established’ (Dremel et al. 2017, p. 82) | ||||
Managerial and organizational capabilities | Managerial capabilities, organizational capabilities | ‘Organizations can promote digital transformation through building the dynamic managerial capabilities of their top management’ (Li et al. 2017, p. 4) | Berman (2012), Daniel and Wilson (2003), El Sawy et al. (2010, 2016), Granados and Gupta (2013), Karimi and Walter (2015), Kohli and Melville (2019), Rindova and Kotha (2001), Sandström (2016), Sebastian et al. (2017), Setia et al. (2013), Singh and Hess (2017), Svahn et al. (2017), Weill and Woerner (2015) | |
‘It is crucial for firms to use existing resources and capabilities to meet customer demands when implementing digital transformation’ (Liu et al. 2011, p. 1739) | ||||
‘We argue that information technology investments and capabilities influence firm performance through a nomological network of three significant organizational capabilities (agility, digital options, and entrepreneurial alertness) and strategic processes (capability-building, entrepreneurial action, and coevolutionary adaptation)’ (Sambamurthy et al. 2003, p. 237) | ||||
Actor-driven | Company culture | Cultural change, conflict, organizational learning | ‘In the past, our leadership program has been all about leadership skills, communication skills. We scrapped all of that and our leadership program now is all about hackathons’ (Sia et al. 2016, p. 109) | |
‘Similarly, a large number of on-site technical contract workers or service providers may cause conflict between two cultures—those who understand technology and those who understand the business’ (Kohli and Johnsons 2011, p. 153) | ||||
‘Learning is often necessary (although not sufficient) for digital innovation. For example, in the case of externally adopted IS, knowledge drives opportunity sensing, which in turn drives experimentation and subsequent innovation’ (Kohli and Melville 2019, p. 6) | ||||
Work environment | Digital workplace, work structures and routine, skills gap | ‘Four technologies in particular are rapidly shaping the future of corporate IT and the way that work will be undertaken: Mobile, Big data, Cloud computing, Search-based applications’ (White 2012, p. 210) | ||
‘As more ‘born digital’ younger employees enter the workforce with different values, they will have different expectations of the workplace in terms of flexibility of location and working hours, sophistication of mobile online access, and the extent to which the workplace environment is ‘humanized’ (El Sawy et al. 2016, p. 143) | ||||
‘With digitization and big data analytics cross-location teams emerge, and traditional hierarchical work structures dissolve and transform into increasingly flexible, in-house and networked structures across locations’ (Loebbecke and Picot 2015, p. 151) |
4.3.1 Transformative leadership
4.3.2 Managerial and organizational capabilities
4.3.3 Company culture
4.3.4 Work environment
5 Avoiding an ivory tower: drawing on existing knowledge from adjacent research fields
5.1 Insights from technological disruption
5.2 Insights from corporate entrepreneurship
6 Opportunities for future research
Research topic | Corresponding second order theme | Source | Exemplary Research Questions |
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Integration of digital transformation within organizational structures and activities in incumbent firms | Technology Capability and Integration | Review of: DT, TD | ‘How, when, and why are different forms of organizational architecture most suitable/detrimental for digital transformation?’ (e.g. platform-based, flexible IT, open innovation) |
‘When and why is it an advantage/disadvantage to start digital transformation in a new organization which is completely independent from traditional business, as suggested by technological disruption research? Under what circumstances and why do spill-over-effects to the parent organization happen/not happen?’ | |||
‘How, when, and why do incumbents benefit from taking a ‘let a hundred flowers bloom’ philosophy by starting digital initiatives across all divisions simultaneously and locally to encourage broad experimentation?’ | |||
‘How, when, and why do incumbents benefit from taking a ‘launch, learn, pivot’ approach by starting with a pilot transformation project in a smaller market or subsidiary?’ | |||
Pace of digital transformation | Pace of Change and Time to Market | Review of: DT | ‘What are the parameters that define the pace of change?’ |
‘Why do industries adopt to digital transformation at a different speed? What are the parameters that define whether an industry is more or less transformative?’ | |||
The role of middle management in digital transformation | Transformative Leadership | Review of: DT, CE | ‘It may be assumed that in a ‘digitally transformed’ company, the role of middle managers transforms in terms of identity and job tasks. What is precisely changing? How and why do middle managers react to these changes?’ |
‘What kind of responsibilities and functions in middle management hierarchy are required to accelerate digital transformation?’ (e.g. business-process management layers or central administration platforms that can be shared across multiple initiatives) | |||
The role of middle management in digital transformation | Transformative Leadership | Review of: DT, CE | ‘Which mindset and digital literacy do middle managers need to drive digital transformation processes? How, when, and why are middle managers motivated/not motivated to drive digital transformation?’ |
‘How and why is digital transformation affecting the interface of the top management team and middle managers?’ | |||
‘What is the impact of digital transformation on the overall importance of the middle management layer? | |||
Growing skills gap and threat of an employee divide | Work Environment | Review of: DT | ‘How, when and why are incumbents able/unable to mitigate a growing skills gap and employee divide in the face of digital transformation? How could different levels of knowledge and experience residing within different employees be integrated in the context of digital transformation?’ |
‘How are incumbents able/unable to incorporate old and new capabilities simultaneously within their organization to master the challenge of technological ambidexterity?’ | |||
‘Who in the company is managing the development and transformation of skills and how, wheng and why does that impact outcomes of digital transformation?’ (e.g. HR, senior leadership, IT division, functional teams, employees etc.) | |||
Cooperation with startups and pure tech companies to accelerate digital transformation | Company Culture | Review of: DT, CE | ‘What are the constituent pillars of a digital culture which for example can be observed in successful start-ups?’ |
‘What are the benefits of employee exchange programs with technology companies and start-ups to scale-up digital skills?’ |
6.1 Integration of digital transformation within organizational structures and activities in incumbent firms
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Which forms of organizational architecture are most suitable for digital transformation? Seamless integration of digital technologies requires building an agile and scalable digital infrastructure that enables continuous scalability of new initiatives (Sia et al. 2016). For example, Resca et al. (2013) suggest a platform-based organization. In addition, digital transformation demands a new kind of enterprise platform integration (El Sawy et al. 2016). Given the high intensity of interactive digital connectivity between the outside and inside of a company, traditional enterprise platforms (like ERP) and the ‘old’ supply chain management integration paradigm are in many cases not the most suitable solution anymore. Therefore, flexible IT is a key transformation resource in the digital world (Cha et al. 2015). Pursuing an open innovation approach might be another alternative for incumbents.
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When and why is it an advantage/disadvantage to start digital transformation in a new organization which is completely independent from traditional business, as suggested by technological disruption research? Under what circumstances and why do spill-over-effects to the parent organization happen/not happen?? For example, Ravensburger AG, a German toy and jigsaw puzzle company, founded Ravensburger Digital GmbH as a subsidiary in 2009. The purpose of the subsidiary was to become the firm’s digital competence center. In 2017, the digital subsidiary was reincorporated in the parent organization as a digital unit with the goal to apply their digital knowledge to transform the traditional business segments. We call for more qualitative case study research devoted to this question to develop our understanding in this topic.
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How, when, and why do incumbents benefit from adopting a ‘let a hundred flowers bloom’ philosophy versus taking a ‘launch, learn, pivot’ approach? In the first scenario, a company would start its digital initiatives across all divisions simultaneously and locally to encourage broad experimentation. Such an approach was adopted by AmerisourceBergen Corp., an American drug wholesale company. The company is convinced that digital transformation is a matter of culture that needs to be established across the entire organization. For this purpose, it implemented agile project teams throughout the entire enterprise, of which each focused on different aspects. On the downside, companies following such a broad approach may risk losing focus and at some point, the various initiatives may start competing against each other. Hence, we believe it is crucial to have a big picture in mind and accordingly allocate resources and attention very thoughtfully. Alternatively, incumbents may start with a pilot transformation project in a smaller market or subsidiary. Arguably, a major advantage is the opportunity to assure that customers are happy with the transformation results and everything is working out well before starting the large roll out in other markets. And it provides incumbents time to fine-tune their initiatives. For example, American medical company Alcon premiered their initial transformation efforts in Brazil before ramping up their rollout in 27 further countries.
6.2 Pace of digital transformation
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What are the parameters that define the pace of change? Our review reveals that the speed of product launches (Bharadwaj et al. 2013) and the time it takes to turn an idea into a business (Vey et al. 2017) are two potential indicators, but we certainly need to obtain a more comprehensive conceptualization at this point.
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Why do industries adopt to digital transformation at a different speed? For example, consider front-runner industries like the media or publishing versus late-comers such as oil and gas. In this specific case, the easiness to dematerialize and digitize the product portfolio is certainly a main reason. However, other industries are less obvious, and we would like to invite future research to investigate upon these conditions. What are the parameters that define whether an industry is more or less transformative?
6.3 The role of middle management in digital transformation
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How and why is digital transformation affecting the role, tasks and identity of middle managers? How and why do middle managers react to these changes? Based on our review, we expect a deep change in the nature of middle management’s role and influence in a ‘digitally transformed’ company ranging from administration to leadership aspects. Middle managers require a new attitude as they move from directing and controlling stable processes and people at the middle of hierarchy to managing resources and connecting people in the middle of networks. In addition, middle managers in the digital era must step up to their role of supporting, enabling, and coaching people to use the available digital tools. They are expected to facilitate the organization.
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What kind of new responsibilities and functions in middle management hierarchy are required to accelerate digital transformation? The odds are that change fatigue might grow on employees and digital transformation may start faltering. For this purpose, horizontal functions such as business-process management layers or central administration platforms may be implemented (McKinsey & Company 2017). They could be shared across multiple initiatives within the organization and help to accelerate transformation.
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Which mindset and digital literacy do middle managers need to be the driving force behind digital transformation? How, when, and why are middle managers motivated/not motivated to drive transformation? Research on corporate entrepreneurship emphasizes that middle managers are often the least likely to support change as they are inherently risk-averse, hardly entrepreneurial and very attached to their functional routines (Thornberry 2001). In addition, middle managers may easily get stressed about their ‘sandwich’ position in-between senior management and the operational level. So how can we expect middle managers to be the speedboat of digital transformation? Also, incumbents need to carefully evaluate the existing digital skills and literacy of their middle managers. How comfortable do they feel with digital tools, social media, the cloud and similar trends? They may not fulfill their coaching and leadership role if they heavily struggle with technology in the first place.
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How and why is digital transformation affecting the interface of the top management team (TMT) and middle managers? The relationship between the TMT and middle managers is a very special and important relationship which significantly affects both strategy formulation and the quality of implementation. Middle managers are the organizational ‘linking pins’ between top and operational level and thus heavily rely on a good exchange with their superiors. To what extent and in which ways does digital transformation affect this special leader–follower relationship? How are digital technologies changing the speed and quality of information exchange? What is the impact on the inter-personal level?
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What is the impact of digital transformation on the overall importance of the middle management layer? Since the 1950s, research indicates the decline of middle managers in terms of both numbers and influence (Dopson and Stewart 1993; Leavitt and Whisler 1958; Pinsonneault and Kraemer 1997). The shift in emphasis from planning and controlling to speed and flexibility is severely affecting the assumedly ‘slow’ middle. Are middle managers afraid that digital technologies will replace most of their traditional tasks and functions, e.g. communicating and monitoring strategy? Will digitalization naturally empower lower level operational managers at the bottom and consequently eliminate the middle layer?
6.4 A growing skills gap and threat of an employee divide
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How, when and why are incumbents able/unable to mitigate a growing skills gap and employee divide in the face of digital transformation? Given the increased complexity of digital technologies, traditional IT trainings may not be effective anymore. In a similar vein, how could different levels of knowledge and experience residing within different employees be integrated in the context of digital transformation? Future research might examine the mechanisms required for facilitating or hindering such an integration.
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How and when are incumbents able/unable to incorporate ‘old’ and ‘new’ capabilities within their organization? On the one hand firms need to develop new capabilities to continuously transform their business, while on the other hand they must leverage their existing knowledge and skills in order to maintain their existing operations. Thus, for the time of transformation incumbents need to develop multiple, often inconsistent competencies simultaneously. In this context, how do firms ensure not to lose focus while mastering the challenge of ambidexterity in times of digital transformation?
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Who in the company is managing the development and transformation of skills (e.g. HR, senior leadership, IT division, functional teams, employees etc.), and how and why does that impact outcomes of digital transformation? This question is not addressed by current research at all. However, according to a survey (Capgemini Consulting 2013) this lack of alignment with digital strategy is rather worrisome. Responsibilities for skills transformation and development in times of digitization need to be clearly defined and allocated. Empirical academic research in this direction might be helpful to understand the status-quo in incumbent firms regarding this issue.
6.5 Cooperation with startups and pure tech companies to accelerate digital transformation
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Assuming that successful start-ups have a good digital culture—what are the constituent pillars of such a digital culture? And how could incumbents incorporate these “best practices” and “lessons learned”?
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What are the benefits of employee exchange programs with technology companies or start-ups to scale-up digital skills? For example, in early 2008 consumer goods giant Procter and Gamble and Google have been swapping two dozen employees in an effort to foster creativity, exchange thoughts on online advertisement and strengthen their mutual relationship. This program worked very well for both sides.