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Technology forecasting and planning
Draft the technology roadmap & Invest strategically
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Scanning before forecasting & planning
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Strategic technology planning
Forecasting technology Analyze and diagnose the environment Analyze and predict the market and customer trend and change of trend Analyze the internal organization Sketch the vision & mission Re-design the organizational structure and activity Execute the plan through operations
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Output of planning A process of top-down & bottom-up dialogue
Decision alternatives—courses of action Proposed schema—key entities & relations Budgeting for R&D, marketing & production Distribution criteria for appropriate proportions Long-term: basic research for breakthrough, applied research based on a specific purpose, pioneering or experimental design & development of 1st stage R&D Short-term: 2nd R&D on the fabrication, 3rd stage on the commercial design, module manufacturing
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S-curved technology evolution
Future trends Performance time current
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Continuity/Discontinuity of technology
Migration possibility & migration route Performance S1 t1 t2 t3
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The key attributes in technology forecasting
Performance growth Complexity, efficiency, capacity, size, accuracy, compactness Substitution possibility & speed, paradigm shift or trajectory evolution Penetration share Diffusion rate Allergy, deviation, enforcement, self-reinforcement Breakthrough possibility & timing Value cluster
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Critical technologies
Categories Material Advanced manufacturing Information & communication Biotech & living science Aerospace & transportation Energy & environmental ecology User dimensions National critical technologies—long-term basic research Business/commercial emerging technologies DOD’s Defense critical technology—specific purposes and outer-space exploration
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Technology forecasting methods
Surveillance Scan the environment and link to the source of innovation for quick adjustment & adoption Expert opinions Use the Delphi method to converge the common focus/foci Trend analysis Trace the time-series data and identify the evolutionary pattern and the driving forces Modeling Articulate a forecasting function composed several critical influencers Scenario analysis Preview possible events and evolution patterns
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Japan technology forecasts based on the Delphi method
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Japan technology forecasts for core technologies
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Technology road map Time horizontal evolution
Technological relatedness Application extension
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e.g., Technology road map of mobile standard evolution
CDMA2000 1x IS-95C CDMA2000 1x EV DO CDMA2000 1x EV DV cdmaOne IS-95A IS-95B GPRS EDGE GSM HSCSD PDC WCDMA PDC-P PHS 2G 2.5G 3G 主要演化路徑 較少演化路徑
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e.g., Technology road map of telecom services
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Technology landscape Scanning the important technology entities Matter
Energy Information Mobility/Input e.g., mega magents enhance the asorbability of tiny molecule e.g., mega magents accelerate the friction-less transmission e.g., mega magents trace micro magnetic particle sensitively transformation e.g., mega magents enhance plastic deformation e.g., mega magents promote the efficiency of micro-motor e.g., mega magents facilitate the change of electricity/ microwave into voice Storage/ output e.g., mega magents facilitate the refrigeration e.g., mega magents possess energy durably e.g., mega magents support MO disk for large volume of data
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Technology audit model
Technology environment Technology classification Analyze the market and customer Evaluate the innovation process Analyze the value-added activity Analyze the technology pool & technology acquisition
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Technology environment
Leadership for technology championship & pioneering research Phase with the business strategy Organizational level Culture of learning, communication and innovation Staffing system for innovation incentive
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Technology classification
Product/process technology Internal/external source, base/core, changes Back-office technology Internal/external technologies of administration, supporting, and logistics Marketing technology Marketing systems Integrative communication of product & service
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Analyze the market and customer
Market requirement Assess the market growth/capacity/segments Evaluate the marketing performance Competitor position Strength/weakness comparison Benchmarking
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Evaluate the innovation process
Idea formation Intrepreneurship Entrepreneurship Technology generation Technology push—technology inspiration Market pull—market insight Idea fulfillment Time to market, break-even point
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Analyze the value-added activity
R&D Team management, investment portfolio, risk management, experience effect, synergy effect Operation Production/marketing enhancement Environmentalism Investigate user’s behavior of product disposal Green product & continuous business concept
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Analyze the technology pool & technology acquisition
Acquisition methods and performance Internal development External reciprocate collaboration in research/production/marketing Investment in the stick share Technology transfer Transfer procedures Internal/external staff rotation Explicit/implicit dimension of know-how Profit exploitation Sunk cost analysis Technology archive Technology protection Assess the IPR regime
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Planning according to TLC
Selective divestment Performance Base technology Systemic establish Core technology Selective investment surveillance Phase-in technology emerging growing mature decline time current
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Integration of business strategy & technology strategy
Reviewing Business environment Impacted business Business segment & position Strategic alternative formation Strategy audit Reviewing Technology environment Impacted technology Technology segment & position Strategic choice & resource deployment Strategic control Strategy execution B-tech approach
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The role of CTO Forecast technology and analyze the business goals
Develop the corporate technology capability Maintain the sustainable profit and creativity of technology portfolio Develop informal and formal alliance network of technology Execute technology auditing Technology transfer and protection As a technology gatekeeper for anti-leakage of technology and proactive acquisition
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ASSETS structured thinking about technology
Assess current situation gap analysis Specify technology strategy Expected future Select technology portfolio Prioritize the candidates Execute technology investments Establish the task force Transfer results for deployment Configuration for profit Secure long-term position Evaluation and learning for capability
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Extended readings Van Wyk, Rias J. (1997), “Strategic Technology Scanning,” Technological Forecasting and Social Change, Vol. 55, pp Van Wyk, Rias J., G. Haour, and S. G. Japp (1991), “Permanent Magnets: A Technological Analysis,” R&D Management, Vol.21, No. 4, pp Mahajan, Vijay and Robert A. Peterson (1985), Models for Innovation Diffusion, Quantitative Applications in the Social Sciences, Sage University Press.
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