FRAMEWORK FOR STRATEGIC TECHNOLOGY MANAGEMENT IN HIGH-TECHNOLOGY ENTERPRISE CONTEXT Dr. Kari Sahlman*, Nokia Siemens Networks, Finland kari.sahlman@nsn.com *corresponding author Prof. Harri Haapasalo, University of Oulu, Finland harri.haapasalo@oulu.fi ABSTRACT Strategic technology management is an important practice for enterprises in an increasingly complex economic and social environment. In technology-based global competition advancements of technology proliferate rapidly. Companies have to manage their technological capabilities for business model development, product innovations, and for maintaining their productivity and competitiveness. Entire field of strategic technology management is ambiguous and literature on theoretical frameworks is diverse. Practitioners in companies are lacking a comprehensive frame of reference for strategic technology management. In this paper a framework is discovered to describe elements of strategic technology management in high-technology enterprise context. The framework is developed based on literature findings and by obtaining qualitative information on enterprise practices. The empirical research was conducted in 2008 – 2009 in the context of 45 large and small to medium-sized high-technology product companies and involved some 70 informants. Mainly abductive reasoning is used to infer explanation for the framework. Integrated management theory is applied to consider technology management in strategic dimension, categorized as structures, objectives and impacts. Strategic management, organizational management, and technology management concepts are united in the framework as the main theoretical contribution. The paper provisions an outline to assist practitioners in definition and development of the practices in enterprises. As managerial implication, it is suggested that companies should consider establishing strategic technology management as an own managerial function amongst other organizational management disciplines. In summary, the framework provides for scholars and practitioners a logically structured framework for strategic technology management. Keywords: Strategic management, technology management, framework, MoT, technology management framework, enterprise, enterprise development. INTRODUCTION In technology-based global competitive environment companies have to manage their technological capabilities to maintain their competitiveness. Strategic technology management is an important practice for enterprises in an increasingly complex economic and social environment. The field of strategic technology management is related to several management disciplines, and literature on theoretical frameworks is diverse (see e.g. Khalil, 2000; Tidd, 2001; Phaal et al., 2004; Pilkington & Teichert, 2006; Cetindamar et al., 2009). For practitioners in companies the problem is that there is no comprehensive frame of reference for strategic technology management. In this paper a framework for strategic technology management in high-technology enterprise context is synthesized from based on findings from four individual research phases. The research question is: RQ What are the elements of strategic technology management in high-technology enterprise context? The framework was developed during 2008-2009 based on literature findings and by obtaining qualitative information on enterprise practices. The empirical research was conducted in the context of 45 large and small to medium-sized high-technology product companies. In the interviews and workshops some 70 experiences informants who knew the topic well were involved for structures and impacts category study, and technology management decision making material from a large company was used to gather information for the objectives category. Mainly abductive reasoning was used to derive some 250 classes and sub-classes for the 18 main elements of the framework. Integrated management theory of Bleicher (2004) was applied to consider technology management in strategic dimension categorized as structures, objectives and impacts. For each of the category a complete research phase was conducted, the results were documented and an article was written. In each of the articles the research process is presented and discussed in detail. The overview of the research proceeding is presented in Figure 1. The 5th research phase is in the scope of this paper. 1. PHASE INITIAL FRAMEWORK Research problem, literature study, research questions Industry Workshops Analysis, abduction Initial Entire Framework 2. PHASE STRUCTURES Questionnaire Interviews Analysis, abduction, reporting Refined Structures Category 3. PHASE OBJECTIVES Open coding, analysis, note taking Axial coding, relations comparison Selective coding, memoing, sorting Refined Objectives Category 4. PHASE IMPACTS Questionnaire Interviews Analysis, abduction, reporting Refined Impacts Category 5. PHASE ENTIRE FRAMEWORK Strategic technology management framework Figure 1: Proceeding of the research. Validation of the entire framework TYPES OF TECHNOLOGY MANAGEMENT FRAMEWORKS Linking business to technology is a managerial challenge in enterprises. Strategic technology management is assumed to provide a solution to manage complexity caused by technology in dynamic environment (e.g. Burgelman et al., 2001; Dodgson et al., 2008). Technology management is often conducted as part of R&D management or innovation management (Drejer, 1997; Edler et al.; 2002, Tidd, 2001). Drejer (1997) have described four schools of technology management that emphasize R&D management, innovation management, technology planning or strategic technology management. According to Edler et al. (2002) so called 4th generation R&D management sees R&D and technology as strategic instruments for competitiveness and innovations, and emphasizes formulation of explicit technology strategy and integration of technology with business strategy. Current themes in R&D management are open innovation, networked R&D and knowledge management (Chesbrough, 2006; Lichtenthaler, 2008). In innovation management school the emphasis is on anticipation of technological changes and incubation of innovative products for commercialization, whereas in technology planning school the scope is to manage technology across the company using specific management methods like road mapping and portfolio management (e.g. Cooper et al., 1998; Tidd, 2001). Strategic technology management school combines technology and business aspects through management of technology activities (e.g. Drejer, 2004; Phaal et al., 2004; Lichtenthaler, 2008). Positioning of strategic technology management is difficult due to the intertwined nature of technology in enterprise management. Multiple theoretical and practical frameworks for describing elements of technology management have evolved, but still the entire field is confusing and boundaries of concepts are blurred, and there are no commonly accepted frameworks (Phaal et al., 2004; Brent and Pretorius, 2008; Cetindamar et al., 2009). In table 1 is presented main types of technology management frameworks. Each of the framework types emphasize particular aspects of technology management i.e. processes, routines, methodology, need to integrate technology management with core business and strategic processes, or technology management as management of knowledge flows. Integrated management approach introduced by Tschirky (1991) sees technology management as a task of general management and divides the tasks into normative, strategic and operative dimensions. Table 1: Main types of technology management frameworks. Technology management framework type Generic process model Technology management functions Technology management routines Technology strategy approach Innovation funnel Knowledge management Methods and tools approach Integration into core business processes Integrated management concept Example reference Gregory,1995; Cetindamar et al. 2009 Kropsu-Vehkaperä et al. 2009 Levin and Barnard 2008 Burgelman et al. 2001 Wheelwright and Clark 1992 Nonaka 1995 See e.g. Phaal et al. 2006 Metz 1996; Phaal et al. 2004 Tschirky 1991 FRAMEWORK FOR STRATEGIC TECHNOLOGY MANAGEMENT For the framework development concepts from strategic management, technology management and organizational management theories are used. The essential concepts and key references are presented in dissertation of the author. From strategic management perspective the role of technology in value creation, business model definition and as a source of productivity is emphasized. Moreover, technological capabilities affect on company’s success in formulation and execution of company’s business strategy. In external socio-economic context technology has a major impact for sustained development and wealth creation. For the framework creation integrated management concept is used as the basis from organizational management theories. (Sahlman and Haapasalo, 2009a; Sahlman, 2010) Elements of strategic technology management are described in strategic dimension in three categories: structures, objectives and impacts. The framework is a reference model that describes the categories, their main elements and contents to provide viewpoints on strategic technology management. The strategic technology management framework is presented in Figure 2. NORMATIVE MANAGEMENT STRATEGIC MANAGEMENT STRUCTURES OBJECTIVES IMPACTS ARTIFACTS PRODUCT OFFERING OBJECTIVES TANGIBLE IMPACTS PROCESSES VALUE CHAIN OBJECTIVES BUSINESS MODEL IMPACTS METHODS, TOOLS, IT SYSTEMS OBJECTIVES FOR TECHNOLOGY ASSETS KNOWLEDGE BASED IMPACTS ORGANIZATIONAL FUNCTIONS PRODUCTIVITY OBJECTIVES TRANSITIONAL AND DYNAMIC IMPACTS GOVERNANCE STRUCTURES OBJECTIVES FOR INTERNAL POLICIES SOCIO-ECONOMIC IMPACTS COLLABORATION NETWORKS OBJECTIVES FOR INDUSTRY RELATIONS ENVIRONMENTAL IMPACTS OPERATIVE MANAGEMENT Figure 2: Strategic technology management framework (Sahlman, 2010; published by permission of ACTA Universitatis Ouluensis) Structures category of the framework The structures category contains the main classes of artifacts; processes; methods, tools and IT systems; governance; organizational functions and collaboration networks. The category contains a logical process view to a company considering methods, tools and IT systems that are needed to produce artifacts by procedures and practices. The operative work is governed and performed by organizational functions that are making decisions and managing the activities. Furthermore collaborative networks represent stakeholders that are involved in the activities and form a part of the technology infrastructure for the company. The structures category of the framework is presented in Table 2. Table 2: Structures category of strategic technology management framework (Sahlman and Haapasalo 2009b, published by permission of PICMET conference organization). Main element ARTIFACTS Definition Information, documents, reports, plans, prescriptions as the outcomes of the performed processes of technology management. PROCESSES Procedures and practices performed to transform inputs into artifacts of technology management. METHODS, TOOLS, IT SYSTEMS Techniques and tools to perform tasks of the procedures and practices of technology management. Information systems for processing and storing artifacts generated in the processes of technology management. GOVERNANCE Management structure, definition of authorization and policies for decision-making of technology management topics. ORGANIZATIONAL FUNCTIONS Managerial disciplines of an organization for planning, organizing, leading and monitoring technology management functions. COLLABORATION NETWORKS Stakeholder organizations involved in the company's processes of technology management. Objectives category of the framework The objectives category’s main elements consist of product offering, value chain, technology assets, productivity, internal policies and industry relations. The objectives category of the framework is presented in Table 3. Table 3: Objectives category of strategic technology management framework (Sahlman and Haapasalo, 2011b, published by permission of Inderscience). Main element Definition PRODUCT OFFERING Objectives for product offering enabled by technology e.g. cost, performance, capacity, quality, reliability, availability, maintainability, and commonality. Value chain related objectives for technology supply e.g. business scope and scale of technology use, position in value chain, revenue logic, supplier lock-in, technology change cost. Objectives for technology assets e.g. scope, scale of deployment, lead time for products, life-cycle state, performance, and compliancy to internal and external standards. Objectives for productivity enabled by technology e.g. technology portfolio scope and scale, life-cycle position, operating expenses, capital expenses, scope and scale of competence and resources to develop and maintain the technology base. Objectives for internal policies, standards, processes and practices e.g. policies and internal standards definition and deployment, best practices dissemination, harmonization of practices, agility and adaptability of technology creation. Objectives for industry relations e.g. compliancy to regulations, standards, de-facto standards, standardization strategy and policy, IPR, licensing, supplier strategy, extend of supplier base, publications, collaboration with institutes, creation and support of technology ecosystems. VALUE CHAIN TECHNOLOGY ASSETS PRODUCTIVITY INTERNAL POLICIES INDUSTRY RELATIONS Properties of product technologies must satisfy qualitatively and quantitatively the product offering objectives of a company. Company’s business model defines technology related objectives concerning revenue logic, business scope and scale, value chain aspects and supplier base. For example technology selections affect on potential technology supply, supplier lock-in and change costs. Furthermore decisions and objectives on technology assets’ lifecycle, proprietary ness, standards compliancy, scope and scale reflect product offering targets and aspects of value chain objectives. Technology asset base determines also productivity of a company in terms of product development speed, cost, competence and resource needs, and lifetime costs due reusability and maintainability. Productivity is influenced by existence of internal policies, commonality of operational processes and practices, and agility of technology creation and use enabled by technology. Also objectives for industry relations concerning standardization, regulation, intellectual property management and collaboration with industry eco-systems, suppliers, competitors and institutes are needed. Impacts category of the framework In the impacts category the main elements are tangible outcomes, business model, knowledge based, transitional and dynamic, socio-economic and environmental impacts. The impacts category of the framework is presented in Table 4. Technology embedded in products and services cause tangible impacts when delivered by a company. Management of technology has a significant consequential effect on the company’s business model which is enabled by technology, investments and position of the company in value chains and industry eco-systems. A company also creates and accumulates knowledge through its activities that are directed by strategic technology management. On the other hand tangible outcomes and company’s business model cause impacts in the market place, diffusion of innovations, technology and industry evolution which can be observed over technology lifecycles and trajectories. Finally, technology management causes social, economic and environmental impacts through utilization of technology in tangible outcomes. Table 4: Impacts category of strategic technology management framework (Sahlman and Haapasalo 2011a, published by permission of Inderscience). Main element TANGIBLE OUTCOMES BUSINESS MODEL IMPACTS KNOWLEDGE BASED IMPACTS TRANSITIONAL AND DYNAMIC IMPACTS SOCIO-ECONOMIC IMPACTS ENVIRONMENTAL IMPACTS Definition Impacts of technology management by technology manifested in delivered products and services. Impacts of technology management to the company’s offering, value creation system, industry clusters, revenue logic, value creation and productivity. Impacts of technology management on skills, competence, data, information, knowledge and wisdom embodied in people and enterprise capabilities. Impacts of technology management that can be observed as phenomena in the market and environment. Impacts of technology management on social welfare and people’s behavior. Impacts of technology management to natural resources consumption, materials exploitation and waste. Validation of the framework The entire framework was validated after completion of the categories by interviewing five experienced industry practitioners who all had at least 25 years of experience in hightechnology companies. The validation was conducted as evaluation of the relevance and current state of the framework elements in scale from 1 to 10. Evaluation results are presented in Appendix 1. Relevance of the elements was evaluated on average from 8.0 to 9.4. Methods, tools and IT systems element scored 7.0 being seen as least relevant in structures category, and socioeconomic and environmental impacts in impacts category scored 7.2 and 6.0. Nevertheless methods and tools were stated to be relevant in large companies and role socio-economic and environmental impacts were seen to be increasing. The current state of the elements was evaluated by the interviewees on average from 6.2 to 7.6 indicating that the practices are not systematic in companies, especially artifacts element in structures category scored 5.2. Collaboration networks got the highest score at 8.0, reflecting the necessity of networked mode of operation in global high-technology companies. On average all the elements were seen relevant and their substance was understood by the interviewees. They also were able to associate and link the elements with business management and enterprise strategy. Interviewees stated that it is important to see the whole picture related to strategic technology management for which the framework was seen to provide a logical structure. Also positioning technology management in strategic dimension was seen right. Distinguishing strategic technology management clearly from R&D management was seen beneficial to improve visibility to technology matters, decision making and to technology strategy execution. THEORETICAL CONTRIBUTION The research problem i.e. lack of comprehensive frame of reference for strategic technology management was approached by developing a conceptual framework that describes the elements of strategic technology management in strategic dimension. The main theoretical contribution of this paper is the synthesized logical framework model for strategic technology management. Thus, knowledge of strategic technology management school (see Drejer, 2004; Phaal et al., 2004; Lichtenthaler, 2008) is enhanced. The framework is built on the integrated management theory of Bleicher (2004) and enhances previous technology management models (e.g. Gregory, 1995; Luggen and Tschirky, 1991) that are typically focusing on specific aspects of technology management like processes, functions, routines or methods and tools (see Table 1). In the framework, Gregory’s (1995) five process model, identification, selection, acquisition, exploitation, protection, is suggested to be enhanced by strategic planning, technology development and technology disposal. Cetindamar et al. (2009) suggests that learning should also be included in the process framework for technology management. In addition, contemporary thinking on challenges of strategy execution high lights management of strategic initiatives and objective setting for organizational entities (e.g. Kaplan and Norton, 2005; Mankins and Steele, 2006). Instead, for applying the framework, transformation of business objectives into strategic objectives for technology is proposed. The framework also connects aspects of the company’s internal and external influence of strategic technology management with socio-economic environment. For the creation of the framework, organizational management, technology management and strategic management theories were applied. The framework unites socio-economic and environmental context with enterprise management concerning technology aspects, which is useful for theoretical consideration of technology management as an own managerial discipline in a multifunctional organization. MANAGERIAL IMPLICATIONS The purpose of this research was to outline a conceptual framework on strategic technology management to assist practitioners in definition and development of the practices in enterprises. The substance of the framework is reflecting conceptions of scholars and practitioners in the field. The framework presents essential topics, viewpoints and interrelations of strategic technology management issues in enterprises. It also considers technology management in larger socio-economic context, thus increasing awareness of the impacts of strategic technology management. Enterprises should consider technology management as an own managerial discipline in strategic dimension together with e.g. business and product portfolio management. Typically technology management is seen as an implicit function, most often embedded in R&D management. For the purpose of developing strategic technology management as an explicit practice the framework provides a frame of reference for the necessary structures i.e. artifacts, processes, methods, organizational functions and governance, and collaboration networks. The framework also highlights importance of strategic objectives setting for technology. Typically, strategic objectives are related to business topics and they are targeted for organizational functions and activities, market positioning and key performance indicators of the business. Instead, strategic technology management objectives should be directed on properties and attributes of technologies used in a company. Therefore a transformation of business objectives to technology objectives is needed through strategic technology management activities. In this respect, the main considerations are related to managing technology over product life-cycles and assessing technology gaps versus business objectives. Thus creation, deployment, maintenance, reconfiguration and fusion of technological capabilities of a firm are in the focus as industries, markets, products and technologies evolve over time. Along the logic of the framework model, the objectives of strategic technology management to technology are related to product offering, value chain, technology assets, productivity, internal policies and industry relations. When the objectives are realized in industry and socio-economic context of the company through structures and operational activities, the activities influence on technology infrastructure of the company and create external impacts and have an influence on technological capabilities. Consequently, the generated capabilities and impacts cause technology and industry evolution, and creates wealth and social change. The developed framework is intended to assist practitioners for identification, discussion, communication and presentation the complex managerial field of strategic technology management. CONCLUSIONS In this paper, the results of the four research phases are concluded as synthesized framework for strategic technology management in high-technology enterprise context. In an increasingly complex and dynamic environment practitioners in enterprises are facing a challenge how to strategically manage technology to sustain the company’s competitiveness. While companies have evolved to multifunctional strategic orientation where technology has a significant role, there still is no comprehensive frame of reference for strategic technology management. The synthesized framework for strategic technology management answers to the RQ ‘What are the elements of strategic technology management in high-technology enterprise context’. The research was conducted in large and small to medium-sized enterprise high-technology enterprise context. The framework was developed based on literature findings and using questionnaires and documents to acquire data for analysis and abductive reasoning to describe a possible solution to the research problem. The entire framework was validated by interviewing experienced practitioners in high-technology companies. The framework for strategic technology management consist categories of structures, objectives and impacts in strategic dimension. The categories are formed from six main elements each containing several sub-classes. The main theoretical contribution of the research is the framework that provides a logical structure to elements of strategic technology management. The framework unites strategic management, organizational management and technology management viewpoints to enterprise management, and enhances knowledge in strategic technology management. As the main managerial implication it is proposed that companies should define systematic practices for strategic technology management, and integrate it with other managerial disciplines as an own managerial function. For practitioners the framework provides a frame of reference for conceptualization and organizational development of strategic technology management. REFERENCES 1. Bleicher, K. (2004) Konzept Integriertes Management. 7th Edition, Frankfurt, Germany: Campus. 2. Brent, A.C. and Pretorius, M.W. (2008) Sustainable development: A conceptual framework for the technology management field of knowledge and a departure for further research. South African Journal of Industrial Engineering. 19 (2), 171–182. 3. Burgelman, R.A., Maidique, A. and Wheelwright, S.C. (2001) Strategic Management of Technology and Innovation. New York, NY, USA: McGraw-Hill. 4. Cetindamar, D., Phaal, R. and Probert, D. (2009) Understanding technology management as a dynamic capability: A framework for technology management activities. Technovation. 29 (4), 237–246. 5. Chesbrough, H. (2006) Open business models. Boston, USA: Harvard Business School Press. 6. Cooper, R., Edgett, S. and Kleinschmidt, E. (1998) Portfolio Management for New Products. USA: Perseus Books. 7. Dodgson, M., Gann, D. and Salter, A. (2008) The Management of Technological Innovation: Strategy and Practice. UK: Oxford University Press. 8. Drejer, A. (1997) The discipline of management of technology, based on considerations related to technology. Technovation. 17 (5), 253–265. 9. Edler, J., Meyer-Krahmer, F. and Reger, G. (2002) Changes in the strategic management of technology: results of a global benchmarking study. R&D Management. 32 (2), 149– 164. 10. Eisenhardt, K. and Martin, J. (2000) Dynamic capabilities: What are they? Strategic Management Journal. 21 (10-11), 1105–1121. 11. Gregory, M. (1995) Technology management: A process approach. Proceedings of the Institution of Mechanical Engineers. 209 (B5), 347–356. 12. Kaplan, R.S. and Norton, D.P. (2005) The Office of Strategy Management. Harvard Business Review. 83 (10), 72–80. 13. Khalil, T. (2000) Management of Technology -The Key to Competitiveness and Wealth Creation. New Jersey, USA: Prentice Hall. 14. Kropsu-Vehkaperä, H., Haapasalo, H. and Rusanen, J. (2009) Analysis of Technology Management Functions in Finnish High Tech Companies. The Open Management Journal. 2, 1–10. 15. Levin, D. and Barnard, H. (2008) Technology management routines that matter to technology managers. Int. J. Technology Management. 41 (1-2), 22–37. 16. Lichtenthaler, U. (2008) Opening up strategic technology planning: extended roadmaps and functional markets. Management Decision. 46 (1), 77–91. 17. Luggen, M. and Tschirky, H. (2003) A conceptual framework for technology and innovation management in new technology-based firms. PICMET 2003, Portland International Conference. 342–347. 18. Mankins, M.C. and Steele, R. (2006) Stop Making Plans; Start making Decisions. Harvard Business Review. 84 (1), 76–84. 19. Metz, P. (1996) Integrating technology planning with business planning. Research Technology Management. 39 (3), 19–22. 20. Meyer, M. & Lehnerd, A. (1997) The power of product platforms – Building value and cost leadership. New York, USA: Free Press. 21. Nonaka, I. and Takeuchi, H. (1995) The Knowledge-Creating Company: How Japanese Companies Create the Dynamics of Innovation. New York, USA: Oxford University Press. 22. Phaal, R., Farrukh, C.J.P. and Probert, D.R. (2004) A Framework for supporting the management of technological knowledge. Int. J. of Technology Management. 27 (1), 1– 15. 23. Phaal, R., Farrukh C.J.P. and Probert, D.R. (2006) Technology management tools: generalization, integration and configuration. International Journal of Innovation and Technology Management. 3 (3), 1–19. 24. Pilkington, A. and Teichert, T. (2006) Management of technology: themes, concepts and relationships, Technovation. 26 (3), 288–299. 25. Sahlman, K. (2010) Elements of Strategic Technology Management. PhD thesis, University of OULU, Finland, ACTA Universitatis Ouluensis. 26. Sahlman, K. and Haapasalo, H. (2009a) Elements of Strategic Technology Management. International Journal of Management and Enterprise Development. 7 (3), 319–337. 27. Sahlman, K. and Haapasalo, H. (2009b) Perceptions of Strategic Management of Technology in Small High-Tech Enterprises. PICMET 2009 Proceedings, August 2-6, Portland, Oregon USA. 93–104. 28. Sahlman, K. and Haapasalo, H. (2011a) Impacts of Strategic Management of Technology in a Conceptual Framework of Enterprise Practice, International Journal of Innovation and Learning. 9 (2), 224–244. 29. Sahlman, K. and Haapasalo, H. (2011b) Objectives of strategic management of technology in a conceptual framework of enterprise practise, International Journal of Business Innovation and Research. 5 (2), 142–158. 30. Tidd, J. (2001) Innovation management in context: environment, organization and performance. Int. Journal of Management Reviews. 3 (3), 169–183. 31. Tschirky, H. (1991) Technology Management: An integrated function of general management. PICMET 1991, Technology management: The new international language: 713–716. 32. Wheelwright, S.C. and Clark, K.B. (1992) Revolutionizing product development: quantum leaps in speed, efficiency, and quality. New York, USA: The Free Press. APPENDIX 1 Framework validation results Table 1: Evaluation results of the framework validation: relevance of the element. Scale for evaluation: Not relevant 1, extremely relevant 10. ELEMENT Evaluation results Average Structures Artifacts 9 6 8 10 8 8.2 Processes 8 7 10 9 9 8.6 Methods, tools, IT systems 3 8 8 8 8 7.0 Governance 8 9 9 10 8 8.8 Organizational functions 8 8 10 10 9 9.0 Collaboration networks 9 10 10 10 8 9.4 Product offering 9 10 9 10 9 9.4 Value chain 9 10 2 10 9 8.0 Technology assets 9 9 9 9 9 9.0 Productivity 8 9 5 10 8 8.0 Internal policies 7 7 9 9 8 8.0 Industry relations 10 8 4 10 9 8.2 Tangible outcomes 5 10 10 8 10 8.6 Business model impacts 9 8 9 10 8 8.8 Knowledge based impacts 9 7 9 10 8 8.6 Transitional and dynamic impacts 9 9 6 10 8 8.4 Socio-economic impacts 3 10 7 10 6 7.2 Environmental impacts 2 10 1 10 7 6.0 Objectives Impacts Table 2: Evaluation results of the framework validation: current state of practice. Scale for evaluation: Not established 1 - Well established 10. ELEMENT Evaluation results Average Structures Artifacts 5 6 3 7 6 5.4 Processes 5 7 7 5 7 6.2 Methods, tools, IT systems 9 8 8 6 5 7.2 Governance 8 7 10 7 6 7.6 Organizational functions 8 8 8 6 8 7.6 Collaboration networks 8 9 10 6 7 8.0 Product offering 6 8 8 7 8 7.4 Value chain 9 8 1 7 7 6.4 Technology assets 7 8 8 7 6 7.2 Productivity 6 8 5 8 7 6.8 Internal policies 4 7 8 7 6 6.4 Industry relations 8 8 5 8 8 7.4 Tangible outcomes 8 7 8 8 7 7.6 Business model impacts 9 8 9 6 6 7.6 Knowledge based impacts 7 7 7 8 6 7.0 Transitional and dynamic impacts 5 7 6 7 6 6.2 Socio-economic impacts 5 8 7 6 6 6.4 Environmental impacts 9 8 2 8 7 6.8 Objectives Impacts