Science and technology - Opportunities for agribusiness, rural areas and fisheries

Editors: J.G. de Wilt, H.J. van Oosten, J.M.P. Papenhuijzen, H. Hetsen and H. Rutten (NRLO)

NRLO Report 99/1E, The Hague (Netherlands), July 1999

National Council for Agricultural Research
P.O. Box 20401
2500 EK The Hague
The Netherlands
Tel. +31 70 3785653
Internet: http://www.agro.nl/nrlo/
ISBN: 90-5059-097-7
Parts of this report may be reproduced, provided their source is credited.

Foreword

Science and technology (S&T) are undergoing rapid development, and this is creating new opportunities for agribusiness, rural areas and the fishing industry. With this in mind, exploring the scientific and technological dynamics is one of the three main lines of the NRLO working programme, along with the exploration of social dynamics and the dynamics of processes of innovation.

A large number of reports have been published and workshops have been held in recent years as part of the science and technology foresight by NRLO. A list of the reports is contained in Appendix 1. This has resulted in proposals for actions to reinforce strategic S&T areas (Appendix 2). These proposals were generally well received by the most important stakeholders. As a consequence an important objective of these foresight studies, namely to stimulate the strengthening of a number of strategic S&T areas, has been achieved.

This S&T report has been drawn up to complete this S&T foresight exercise. It provides a factual description of the approach and results of the exercise. Examples of the topics covered are:
(1) What is the ambition of this foresight study; what means have been used to try and achieve this ambition, and how successful has the approach been?
(2) What is the nature of the S&T areas selected; what common themes can be distilled from the strengths/weaknesses analysis, and what points stand out when surveying the actions formulated?
(3)How desirable and feasible is a cohesive S&T policy for agribusiness, rural areas and the fishing industry?
These issues were also discussed during a S&T debate with financial backers and research managers (Annex 3; NRLO report 99/19).

A summary has been added to this report specially for policymakers, setting out a vision of the role of S&T foresight studies in the formulation of policy in the field of science and technology.

The predominantly positive reactions from participants at the action conferences and in the S&T debate encouraged the continuation of the foresight studies in other S&T areas. Studies of this type are regarded by many as an important tool in the formulation of S&T policy in the first decades of the 21st century.

I am confident that the experiences documented here will contribute to the further improvement of the foresight process.

Prof. A. Rörsch,
President, NRLO


Policy summary

1. New scientific and technological developments offer many opportunities for agribusiness, rural areas and the fishing industry.

The NRLO study programme 1995-1999 devotes a good deal of attention to the dynamics of society, resulting in innovation challenges for agribusiness, rural areas and the fishing industry. The dynamics of processes of innovation have also been explored; above all this study revealed the importance of radical innovations at system level - 'system innovations'.

This report focuses on the third part of the 1995-1999 foresight programme, namely the dynamics of science and technology. Developments in various S&T areas are generating innumerable interesting new perspectives and opportunities, based on International Delphi studies and national surveys (OCV, EZ). In the essays, background studies, interviews and workshops carried out as part of this NRLO study, these S&T developments and their perspectives are explored further. Bold and inspiring visions create an image of a large dynamic system which offers the prospect of breakthroughs in several S&T areas, as well as a wide diversity of new opportunities for agribusiness, rural areas and the fishing industry.

2. If these opportunities are to be grasped, there is a greater need than ever for the formation of a common vision and ambition by policymakers in public authorities and societal organisations, captains of industry and scientists.

The dynamics in science and technology is leading to increasing differentiation and subspecialisation of S&T areas and to the emergence of new combinations of disciplines. Developing new, multidisciplinary S&T areas is often possible only through multilateral cooperation. The growing breadth and complexity of the tasks in agribusiness, rural areas and the fishing industry increase this need for collaboration, even where large conglomerates such as Wageningen UR are concerned. Better coordination of the work being carried out in the field of science and technology is consequently becoming crucial for the exploitation of new opportunities.

In principle, this coordination between different players can be achieved in a variety of ways.

  • A greater emphasis on "top-down" control from the government and its intermediate organisations, aimed at achieving a "grand design" for the national S&T portfolio. This is not realistic, however, in view of the low level of confidence in the ability of central government intervention to achieve results, combined with the limited opportunities for direct government control in S&T policy.
  • Further strengthening of the influence of market forces: the business community and community organisations. There are however serious doubts as to whether this approach offers a means of achieving sufficient cohesion in the S&T policy, given the diverse priorities of the various parties involved.
  • A third option is to leave choices in the development of S&T areas entirely to researchers. However, this places very high and practically unachievable demands on the self-organising ability of the national and international research system.
  • There is a fourth option, and one which enjoys broad support among the stakeholders, judging from the outcome of the S&T debate organised by NRLO in April 1999. It is an option in which a process is created involving the formulation of a common vision and ambition by policymakers in public authorities and community organisations, captains of industry and scientists. It is an approach in which, in an atmosphere of dialogue and intelligent interplay between those involved - with each retaining their own decision-making powers - agreements are made on the division of tasks and cooperation in the development and utilisation of science and technology. This is the approach followed in this S&T study.

    It is of course unrealistic to aim for binding agreements between knowledge institutes for the entire national S&T portfolio; and anyway, such an ambition would be counter-productive. This does not however mean that binding agreements cannot be made between specific parties in specific areas. This S&T study sets the ball rolling in this sense by putting forward concrete proposals for joint action.

    3. The formation of a common vision and ambition demands a process-based approach, a good balance between independence and commitment, a mix of studies and social interaction.

    The formation of a common vision and ambition demands on the one hand commitment from the parties concerned, whilst on the other ensuring that the independence of the process is safeguarded. In view of this dichotomy, this S&T study opts for a phased approach, a mix of interaction and studies and the deployment of independent parties in certain parts of the process.
    In phase 1, on the basis of international Delphi studies, essays, background studies, interviews and workshops, a picture is formed of the most important possible developments in a variety of science and technology fields and their significance for agribusiness, rural areas and the fishing industry. Based on these two criteria - dynamics and potential - the NRLO (Bureau, Executive Committee and Council) selected ten S&T areas which are of strategic importance. This is a well-argued, partly intuitive selection rather than the outcome of an objective scientific analysis.
    In phase 2, a strengths/weaknesses analysis was performed for each of the ten S&T areas selected; the analysis was performed by the research institute TNO-STB using a method developed especially for this study. The key elements of this analysis are: deployment of resources (input), system characteristics (e.g. networks) and performance (output). This produced a good impression of the relative strengths and weaknesses. This profile proved to be an essential aid in the discussion with relevant players (policy-implementers, users and financial backers) on the strengths and weaknesses.
    In phase 3, the actions to strengthen each S&T field were generated in a four-stage process: first, TNO-STB tentatively formulated a number of actions based on the strengths/weaknesses analysis; these actions were then discussed with the stakeholders; they were then worked out in more detail by an independent three-strong committee, consisting of a member of the NRLO executive committee, a staff member from the NRLO Bureau and an external expert. Finally, the actions were submitted to "deciders" in action conferences.
    This process-based approach enables a structure to be imposed on the diversity of information on science and technology and - without seeking to be complete - enables well-argued choices to be made which enjoy wide support among the stakeholders.

    4. The actions resulting from this process designed to strengthen strategic S&T areas constitute a major source of input for the renewal phase in the S&T policy of the various players.

    Specific actions are needed for each of the ten S&T areas in order to eliminate the weaknesses relating to resources (input), system characteristics and performance (output). These actions can be divided into five categories:
    1. Pool and focus research capacity, e.g. in consortia or a top research institute.
    2. Strengthening the networks involving agricultural research and research outside the agricultural circuit by developing joint programmes, workshops, platforms, clusters or more radical forms of institutionalisation, such as an innovative centre or a top research institute.
    3. Strengthening the networks between research institutes and users by forming platforms, clusters and alliances.
    4. Strengthening the fundamental research in a number of S&T areas through NWO programmes, the creation of a number of new professorial chairs and the initiation of strategic studies.
    5. Strengthening the ties between knowledge generation, technology development and innovation by training programmes, case studies, innovation programmes and business start-ups.

    Deciding on the actions and then detailing and carrying out the actions selected is not part of the mandate of NRLO, but is the task of the stakeholders. Their predominantly positive reactions to the proposals engender confidence in their ultimate achievement. Nevertheless, it has to be recognised that the actions and actors are extremely numerous and diverse. Implementing the actions and ensuring mutual coordination and cooperation will therefore demand a considerable effort.

    5. Foresight studies of S&T areas, strengths/weaknesses analyses and action conferences are important tools for the formulation of S&T policy in the 21st century.

    The complexity of S&T policy-formulation will increase further in the coming decades, under the influence of the increasing interdependency on all fronts. Examples include the interdependencies between scientific and technological developments outside and within agribusiness, between organisations in production chains, between functions in rural areas and between the urban and rural environments - as well as the increasing interdependencies between agribusiness and other sectors.
    Many players will influence the scientific and technological developments and the future of agribusiness, rural areas and the fishing industry in the first decades of the 21st century. Creating a cohesive S&T policy at national or - even more ambitious - international level in such a situation will demand instruments which make the opportunities for the various players visible and open to discussion, and which do the same for strengths and weaknesses and potential actions. In short: forward studies, strengths/weaknesses analyses and action meetings will be core instruments for S&T policy making. If that is the case - and the results of the S&T debate appear to confirm this - then this S&T study has experimented and gained experience with instruments which will prove to be crucial for the shaping of S&T policy in the first decades of the 21st century.

     


    1. Introduction

    S&T foresight studies have become increasingly popular in a growing number of countries since the start of the nineties. An important reason for this is the growing realisation that science and technology are strategic resources, which have to be utilised as effectively as possible. Science and technology foresight studies have proved themselves to be a means of forging a common vision and ambition among the implementers, users and financial backers of research.

    Foresight studies occur in many guises, reflecting above all the wide variation in the objectives of the studies and the differences in the knowledge infrastructures in different sectors and countries. This means that the results of the studies cannot simply be transferred between different sectors and countries. In some studies, the emphasis lies on technology and industrial innovation, in others it lies mainly on the scientific dynamics; some foresight studies focus on a range of S&T areas, whilst others are highly selective; and finally, a distinction can be made between analytical studies and studies focusing on action [3]. Examples of recent studies of a very diverse nature within The Netherlands include the Technology Radar(EZ) and the work of the Consultative Committee on Foresight Studies (OCV) [7, 11].

    The aim of this S&T foresight study is to accommodate a process which mobilises the stakeholders with a view to reinforcing a number of strategic S&T areas for agribusiness, rural areas and the fishing industry. This raises questions such as which S&T areas are of strategic importance, what the strong and weak points of the Dutch knowledge infrastructure are in those S&T areas, and what actions are needed to strengthen these areas. And, at least as relevant, how can the process be structured in such a way that these topics can be addressed adequately? The Dutch knowledge infrastructure, seen partly from an international perspective, is the central focus of this approach.

    This S&T study does not seek to provide an objective, all-encompassing weighing-up of priorities between different S&T areas, as a basis for putting forward "ex cathedra" proposals for a redistribution of resources. This contrasts with many international S&T foresight studies, which make wide use of Delphi studies for this. It is also not the aim of this study to predict the probability of certain scientific and technological developments occurring within a certain timeframe - another thing which is often a goal in international Delphi studies.

    The core of the NRLO approach is to support the main players (scientists, public authorities, industry, community organisations) in formulating and achieving common ambitions. As part of this approach, a number of strategic S&T areas are selected at an early stage of the study, which are then examined more closely. Providing discussion material and indicating actions in dialogue with the stakeholders are important ingredients of this approach. Often these actions have in practice already been put in motion before the final report is published. Large-scale Delphi studies do not fit in with this approach: brainstorming, essays, interviews, tentative strength/weakness analyses, panel discussions and workshops, by contrast, do.

    Many reports have been published and workshops held in the last three years in the context of the S&T foresight exercise (see Annex 1); these have resulted in proposals for action to reinforce strategic S&T areas. These proposals have largely been welcomed by the main stakeholders during the action conferences held for each S&T field. This achieves an important aim of this foresight study, namely to stimulate the strengthening of a number of strategic S&T areas.

    This report - the culmination of the S&T foresight study - focuses on two key topics:

    1. It summarises the essence of the methods and the results of the S&T foresight exercise.
    2. It reflects on a number of key questions. There are three main elements to this reflection:
      • The approach of the S&T foresight study: what was the ambition of this foresight study; what means have been used to try and achieve this ambition, and how successful has the approach been?
      • The results of the S&T study: what is the nature of the S&T areas selected; what common themes can be distilled from the strengths/weaknesses analysis, and what points stand out when surveying the actions formulated?
      • How desirable and feasible is a cohesive S&T policy for agribusiness, rural areas and the fishing industry?

    Chapters 2 and 3 of this report present a factual summary of the methods and results of the entire foresight study. Chapter 4 then reflects on the methods used and the findings, and also considers the need and possibilities for formulating a more cohesive science and technology policy. The results of the science and technology debate which was held with financial backers and research managers at the conclusion of this foresight study (NRLO report 99/19) are incorporated in these sections.

     


    2. Goals and approach of the S&T foresight study

    The S&T foresight study was carried out in the period mid-1996 to early 1999 and comprised three phases. In phase 1, the dynamics and potential of a range of S&T areas were mapped out, to form a basis for selection and demarcation. In phase 2, the strengths and weaknesses of the national knowledge infrastructure with respect to the selected S&T areas were evaluated; finally, in phase 3 actions were formulated to reinforce the knowledge infrastructure (figure 1). Each phase is briefly described below.


    Figure 1. Phasing of the S&T foresight study

    Phase 1: Dynamics and potential of S&T areas

    The potential number of S&T areas to be studied is very large: international Delphi studies identify many hundreds of S&T areas. A large number of these fields are of strategic importance for the development of agribusiness, rural areas and the fishing industry. An initial selection of 20-25 S&T areas was made on the basis of interviews with a broad panel of experts. These experts were asked to list the fields where "breakthroughs" could occur in the coming years which could be of great importance for the sectors in question. Thereafter, a group of leading experts elaborated the possible developments in these 20-25 S&T areas and their potential for agribusiness, rural areas and the fishing industry in the coming decades and given substance in the form of essays and background studies (Annex 1). One background study and a number of essays formed the subject of workshops. Based on the information in the essays, the background studies, a large number of international Delphi studies and national S&T foresight studies [1, 5, 6, 7, 11], NRLO (Bureau, Executive Committee and Council) selected ten S&T areas. The decisive criteria in this selection were the assessment of the dynamics (new developments, breakthroughs) in the S&T areas in question, and their potential (significance, possible impact) for agribusiness, rural areas and the fishing industry.

    The selected S&T areas were then defined more closely in consultation between NRLO, the policy research institute TNO-STB and experts from the S&T areas themselves. This involved listing the most important disciplines in each S&T field, the research themes and chief trends in that research, as well as the main research institutes. This information was obtained from annual reports, websites and interviews.

    Phase 2: Strengths and weaknesses

    In the second phase the strengths and weaknesses of the knowledge infrastructure for each of the ten S&T areas was mapped out using a method developed for NRLO by TNO-STB. This method adopts a system-based approach to science and technology. Resources on the input side are transformed in the knowledge infrastructure into products with a certain scientific value and a certain societal quality, i.e. a certain usefulness for target groups such as industry, public authorities and societal organisations. The core elements of the strengths/weaknesses analysis are resource position (input), system characteristics and performance (output) (figure 2).


    These elements were translated into characteristics which can be evaluated using a range of indicators (table 1). The usefulness of this method was demonstrated in a number of case studies [13].

    Table 1. Characteristics and indicators for the analysis of resource position, system characteristics and performance of S&T areas
    Core elements
    Characteristics
    Indicators
    Resource position· Capacity (development)
    · Funding
    · Continuity
    · Number and size of groups
    · Funds flows
    System characteristics · Embedding in networks
    · Control
    · Number and strength of networks
    · Co-publications and quotations
    · Central actors in network
    Performance· Scientific quality
    · Societal quality/usability
    · Publications and quotations
    · Peer reviews
    · Centres of Excellence
    · Contract research
    · Licences, patents

    The method was then applied to the ten selected S&T areas. In addition to factual information drawn from annual reports, inspection reports, websites, etc., wide use was also made of expert opinions. Foreign experts were consulted for the evaluation of scientific quality. Where possible the study built on recent surveys by other organisations, such as STT Netherlands Studycentre for Technology Trends (nanotechnology) and DTO (sensor technology). The approach and results were reported by TNO-STB for each S&T field (Annex 1). This basic material proved essential for the development of joint, partially new insights into the strengths and weaknesses of each S&T field in workshops held with those concerned (researchers, policymakers and users of research). On the other hand, it became apparent during the workshops that certain elements in the basic material required adjustment.

    Phase 3: Actions

    Based on the results of the strengths/weaknesses analysis and the workshops, actions were generated to reinforce each S&T field. A phased approach was used here: first TNO-STB tentatively formulated a number of actions based on the strengths/weaknesses analysis. These actions were then discussed with the stakeholders before being detailed further by a three-strong team consisting of a member of the NRLO Executive Committee, a staff member from the NRLO Bureau and an external expert.

    The results of phases 1, 2 and 3 were summarised briefly for each S&T field in NRLO advisory reports (Annex 1). These reports were presented during action conferences and discussed with the most relevant stakeholders for the implementation of the various actions. The study was rounded off with an S&T debate, in which participants reflected on the method and results. Figure 3 represents the process diagrammatically:


    Figure 3. Summary of the various phases and products of the S&T foresight study

     


    3. Results in broad outline

    3.1. Phase 1: Dynamics and potential of S&T areas

    In selecting ten S&T areas from the hundreds available, two criteria were applied consistently: the anticipated dynamics (rapid developments, breakthroughs) in a given field and its potential for agribusiness, rural areas and the fishing industry. In other words: what new opportunities do developments in a given S&T field offer for meeting the main challenges in these three sectors? Inevitably, this involved judgements of a somewhat arbitrary nature.

    The explosive developments in a number of large generic S&T areas are important driving forces behind the dynamics of science and technology. These fields are molecular sciences, information and communications technology (ICT) and materials technology. The interaction of highly diverse disciplines at the interfaces of these generic fields provides an enormous boost for the development of a host of other S&T areas. A number of these interdisciplinary fields which are closely linked to the key fields also have major potential in the agricultural sector. Of these strategic S&T areas, this S&T foresight exercise focuses closer attention on molecular biology, sensor and microsystem technology, intelligent data processing, nanotechnology and packaging and storage technology. In addition, a few S&T areas were selected which are currently developing rapidly - indirectly influenced by the strong dynamics in the generic S&T areas - and which have major potential for an innovative multidisciplinary approach to strategic tasks in agribusiness, rural areas and the fishing industry. These fields include production ecology, veterinary epidemiology, policy sciences and ICT in rural areas, and aquaculture.

    In addition to the expected dynamics in a given S&T field, therefore, the potential of that field for contributing to the achievement of major tasks in agribusiness, rural areas and the fisheries also played a part in the selection of these S&T areas. Among these major tasks are improving food quality, ensuring food safety, penetrating new markets, reducing environmental impact, promoting animal health, contributing to the world food supply and revitalising the countryside.

    Figure 4 gives a diagrammatic representation of the relationships between the selected S&T areas and the dynamics in a number of generic S&T areas on the one hand, and the key challenges for agribusiness, rural areas and the fishing industry on the other. The figure gives an indication of the type of judgements which played a role in the selection of each S&T field. The specific considerations used in the selection of each S&T field are discussed in more detail in Appendix 2. The complete argumentation for the selection of each S&T field is given in the NRLO advisory reports for each S&T field (Annex 1).


    MBP: Molecular plant biology PE: Production ecology
    MBD: Molecular and reproductive biology of animals VE: Veterinary epidemiology
    SMT: Sensor and microsystem technology VB: Packaging and storage technology
    NT: Nanotechnology AC: Aquaculture
    IDP: Intelligent data processing and process control BICT: Policy science and ICT
    Figure 4. Sources of dynamics for the selected S&T areas and their potential for key challenges for agribusiness, rural areas and the fishing industry.

    Of the selected S&T areas, sensor and microsystem technology, intelligent data processing and nanotechnology are of strategic importance for the entire agricultural sector, i.e. the whole chain from supply, through primary production to processing and distribution. The other fields are mainly of significance for certain parts of the chain: molecular biology (molecular genetics, developmental biology) for the distribution of plants and animals; production ecology and veterinary epidemiology for the primary production; and packaging and storage technology for the processing and distribution segment (figure 5). Initially, the S&T foresight study was to be targeted only at strategic S&T areas for the agricultural sector; later, one S&T field was added for both rural areas and the fishing industry.


    Figure 5. The selected S&T areas and their relationship to agribusiness, rural areas and the fishing industry

    3.2. Phase 2: Strengths and weaknesses

    The strengths/weaknesses analysis charted the resource position, system characteristics and performance of the various S&T areas and evaluated them on the basis of the indicators shown in table 1. The performance was broken down into scientific aspects and societal aspects; the latter characteristic relates to the usability of the output for various target groups, such as industry, public authorities and societal organisations. This section outlines the main findings (table 2). For more detail and descriptions of specific points in each S&T field, reference is made to Annex 2.

    In general, the position of the Dutch knowledge infrastructure relating to molecular sciences and information and communications technology is good to very good in terms of capacity, networks and scientific quality. This is due in part to large-scale incentive programmes, primarily emanating from the Ministry of Economic Affairs, as well as systematic screening for quality via peer reviews (NWO, KNAW). The Dutch position in the field of materials technology was not examined explicitly. The degree to which this very fundamental knowledge base is utilised in the agricultural sector varies across the individual S&T areas. It is striking that the networks of agricultural knowledge institutes and fundamental knowledge groups outside the agricultural circuit are generally weakly developed.

    There are also specific strengths and weaknesses in each S&T field. In the fields of molecular plant biology and molecular and reproductive biology in animals there have been many successful applications in the improvement of plant and animal species. The rather fragmented capacity and the lack of sufficient focus could however ultimately make it difficult for The Netherlands to (continue to) play an international role of any significance. This S&T field is becoming increasingly dominated by large internationally operating pharmaceutical concerns and large research centres abroad. Molecular and reproductive biology in animals encounters obstacles in the Netherlands in the form of social resistance to advanced methods such as cell regeneration and nuclear transplants, and is in danger of falling behind on an international level.

    In the fields of sensor and microsystem technology and intelligent data processing and process control, too few applications have yet been realised within the agricultural sector. The networks for agrofood in these fields are poorly developed. For nanotechnology, finally, the first applications are only expected in five years' time, since this is an S&T field which is still in its infancy.

    Overall, it can be concluded for the five fields referred to above that there is a gulf between the technological research groups focusing on agribusiness and the leading international fundamental scientific research groups in The Netherlands. The quest for national and international matching is made more difficult by the fragmented nature of the research focusing on agribusiness in these S&T areas.

    The other five fields are relatively small. Each has its own characteristic strengths and weaknesses. Production ecology is an internationally unique S&T field with a high scientific quality but relatively few links with the domestic market: the national agricultural sector and the national territory. Veterinary epidemiology and packaging and storage technology, by contrast, are characterised by close interaction with users, creating a danger of fragmentation of the limited capacity across a wide range of topics and jeopardising the underlying research. The S&T field policy sciences and ICT in rural areas is also demand-driven. The large number of diverse research groups and the lack of structural networks are significant weaknesses in this field. Aquaculture does have a solid fundamental research profile in the Netherlands, but has a very limited capacity with wide, loose networks. The four latter S&T areas are characterised by good relationships with the innovative domain. However, the balance between scientific investigation on the one hand and development of technologies and skills on the other is somewhat disturbed.

    Table 2. Summary of the results of the strengths/weaknesses analyses
    Resource position
    System characteristics
    Performance
    Agro/non-agro network
    Research/

    users network
    Scientific
    Social
    Sensor & microsystem technology
    0
    -
    0
    +
    0
    Intelligent data processing and process control
    0
    0
    -
    0
    -
    Nanotechnology
    0
    -
    -
    +
    --
    Molecular plant biology
    +
    0
    0
    +
    0
    Molecular & reproductive biology in animals
    0
    -
    0
    0
    0
    Production ecology
    +
    +
    0
    ++
    0
    Veterinary epidemiology
    -
    -
    +
    +
    +
    Packaging and storage technology
    0
    -
    +
    0
    +
    Policy studies and ICT in rural areas
    0
    -
    0
    0
    +
    Aquaculture
    -
    -
    0
    +
    0

    --: very weak -: weak 0: not particularly weak or strong +:strong ++: very strong

    3.3. Phase 3: Actions

    To eliminate weaknesses related to the resource position, system characteristics and performance, a range of actions are proposed in this S&T foresight study (table 3). These actions are divided into five categories on the basis of their primary focus. One action can have several functions; for example, an NWO programme may benefit both the scientific quality within an S&T field as well as improving the interaction between agricultural and non-agricultural research groups. The proposed actions and most important campions are described in more detail in Annex 2.

    Resource position

    To strengthen the resource position - often needed because of fragmentation of the capacity across locations and topics - a physical and/or organisational pooling of capacity is recommended, combined with a more tightly defined prioritisation. Pooling and focusing S&T capacity is particularly important in S&T areas which have exhibited strong growth in the last 10-15 years, without the development of strong structural research networks. This applies in particular for molecular biology in plants and animals and veterinary epidemiology. It is recommended that a top institute or consortium be formed for these fields. Increasing capacity without taking additional organisational measures and coordination of content would not contribute to reinforcing the resource position for these S&T areas.

    System characteristics

    Many actions are geared to promoting formal networks, especially between agricultural and non-agricultural research groups and between researchers and users of research. Strengthening the networks between agricultural and non-agricultural knowledge institutes is necessary primarily in S&T areas having a direct relationship with large generic technology fields such as sensor and microsystem technology, intelligent data processing and process control, nanotechnology and molecular biology in plants and animals.

    Increasing the interaction between researchers and users of research is desirable for most S&T areas, including those where close contacts already exist between the two groups, for example in the form of contract research or interactive research. The main challenge in this situation is to secure structural commitment and co-responsibility of users (industry, public authorities) in the development of the S&T areas in question.

    Strengthening and formalising networks can take many forms. For example, the creation of new platforms or participation in existing platforms can be useful, as can collaborative programmes or special workshops involving participation of agricultural and non-agricultural knowledge institutes. The formation of clusters of scientific, technological and innovative activities can also be useful. More far-reaching forms of institutionalisation of networks include top institutes and innovative centres, as proposed for molecular plant biology and packaging and storage technology, respectively.

    Scientific performance

    Improving the scientific performance by strengthening the fundamental research is necessary above all in S&T areas where strategic knowledge development and methodological innovation are under pressure owing to the strong dominance of the short-term interests of users. This situation occurs in veterinary epidemiology, packaging and storage technology and policy sciences and ICT in rural areas. It is proposed for these S&T areas that fundamental expertise be built up within the agricultural knowledge system, for example via NWO programmes, strategic studies and the installation of new professorial chairs.

    There is also a need to improve scientific performance within the agricultural knowledge system in the fields of sensor and microsystem technology, intelligent data processing and process control and molecular biology. Opportunities for these S&T areas lie in the strengthening of relationships with first-class fundamental research groups outside the agricultural circuit, for example in the form of joint NWO programmes.

    Social performance

    Improving the social performance is of particular importance in those S&T areas where there is as yet too little success in translating the research into practical applications in the agricultural sector, for example in sensor and microsystem technology, intelligent data processing and process control and nanotechnology. The usability of the output can be increased by the addition of innovation programmes and case studies, in which users are also involved. The creation of networks between researchers and users of the research, as described above, can also contribute here, as can the lowering of thresholds for scientists to start their own business, possibly allied to knowledge institutes ("start-ups"). Sometimes the gulf between researchers and users is due to deficient communication and gaps in knowledge, which can be accommodated by new, more specific training programmes. Keeping track of the social debate is particularly important in controversial areas, such as molecular and reproductive biology in animals. A final option is the creation of specific tools, such as a monitoring and surveillance system for veterinary epidemiology, in which up-to-date knowledge is brought together in a form geared to users.

    Table 3. Summary of the proposed actions per S&T field
    Resource position
    System characteristics
    Performance
    Pooling and focusing capacity
    Agro-non-agro network
    Network with

    users
    Scientific quality
    Social quality
    1. Sensor and microsystem technology
    Platform
    Case studies
    2. Intelligent data processing and process control
    Agro-non-agro programme
    Platform
    Training and Incentive scheme
    3. Nanotechnology
    Workshops
    NWO programme
    STW programme
    4. Molecular plant biology
    Top institute
    Incentive programme
    Business start-ups
    5. Molecular and reproductive biology in animals
    Consortium
    Agro/non-agro programme
    Commission Debate
    6. Production ecology
    Alliances with users
    7. Veterinary epidemiology
    Consortium
    Professorial

    chairs
    Training Monitoring
    8. Packaging and storage technology
    Innovative centre
    Strategic studies
    9. Policy studies & ICT in rural areas
    NWO programme
    Innovation programme
    10. Aquaculture
    Cluster

     


    4. Reflections

    4.1. Reflection on the methods

    The aim of this S&T foresight study is to mobilise stakeholders to reinforce a number of strategic S&T areas. The ambition of this study is not to break new ground and devise binding priorities for S&T areas on the basis of a comprehensive rational planning founded on objective analysis of opportunities, threats, strengths and weaknesses. Apart from the impossibility in principle of such a comprehensive approach (there is no scientific algorithm for comparing diverse S&T areas), an integral weighing-up of priorities would also not fit in with the way in which the S&T policy is pursued in practice. In general, choices are made on the basis of perceived opportunities in constituent areas, with objective data - where these can be produced - playing a supporting role. The design of this foresight study aligns closely with this heuristics of policy practice. Characteristic of this approach is the ability to impose a structure on the diversity of information on science and technology and - without seeking to be complete - to make well-argued choices which enjoy broad support among the stakeholders.

    Phase 1: Dynamics and potential of S&T areas

    The selection - on the basis of their dynamics and potential - of ten S&T areas from a range of many hundreds, using various international and national foresight studies in combination with the opinions of experts, is unavoidably intuitive to some extent. It is a well-argued, partly subjective choice, not the outcome of an objective scientific analysis. Objectifying this selection process is not only virtually impossible, but also not desirable. The involvement of relevant actors in the choice of S&T areas is of crucial importance for the success of the subsequent process.

    To promote the openness of the search process and create maximum scope for visionary views of the future, authors with independent and bold ideas were sought for the essays on the dynamics and the potential of S&T areas. More so than the background studies, this led to a number of very inspiring perspectives.

    Crucial for the subsequent phase - the strengths/weaknesses analysis - is a clear definition of each S&T field. In drawing up this definition, the substantive developments and relevant actors for each S&T field were mapped out, partly on the basis of the input of experts. In new and relatively unstructured fields, in particular, arbitrary choices were made concerning the themes, disciplines and research groups forming part of that S&T field. In view of the relatively small size of the S&T areas, formal mapping and clustering methods, for example based on citation analyses, were not used.

    Phase 2: Strengths and weaknesses

    For the strengths/weaknesses analysis, TNO-STB developed a method for NRLO which was tested in three case studies. The experiences gained in the application of this method during the case studies and the S&T foresight studies were documented by TNO-STB [2, 13] and are briefly reproduced here. There are four core elements to the strengths/weaknesses analysis: resource position, system characteristics, scientific quality and usability (table 1).

    The charting of the "resource position" (capacity/capacity development, funding, continuity) was based primarily on information from the research groups themselves (interviews, annual reports). Research databases proved to contain few if any usable capacity figures. Moreover, information on the amount of direct (governmental), indirect (via NWO) and contract research funding (the "first", "second" and "third" funds flows) was accessible in only a few S&T areas and research groups. The quantitative information, which consisted primarily of the size in terms of number of researchers, was checked during the workshops.

    To assess whether the resources for a given S&T field are adequate, i.e. whether there is sufficient critical mass, capacity data alone are not enough. Qualitative aspects, such as the diversity of disciplines and themes and the cohesion within the networks also has to be taken into account. Despite the lack of quantitative criteria, it proved possible in collaboration with stakeholders to arrive at an assessment of the available capacity.

    The system characteristics were defined primarily on the basis of their embedding in networks and the control mechanisms. The lack of sufficient information on funding flows meant that the control mechanisms could only be mapped out to a certain extent. A reliable picture of the cooperation within networks could be obtained via interviews, summaries of research programmes, annual reports and websites. A distinction was made between disciplinary and interdisciplinary networks of researchers, intersectoral research networks, networks between public and private researchers and networks between researchers and users of research.

    The notion of performance was operationalised in two ways: (1) the scientific quality and (2) the social quality of the output. During the case studies it emerged that peer reviews (VSNU, scientific audits by TNO and DLO, NWO and STW programmes) were the most reliable source for assessing the scientific quality. Bibliometric techniques can provide important supplementary information, but are relatively expensive in time and money. For virtually every S&T field, peer reviews, supplemented by the views of foreign experts, provided a good picture of the scientific quality of groups, obviating the need for bibliometric techniques.

    The social usability of the output of an S&T field cannot be measured objectively, since the criteria for usability can vary per target group (businesses, public authorities, other organisations). Moreover, no data are available on the matching of S&T activities to the users, nor over the utilisation of the results by the users. Based on information on the extent of contract research and the most important clients, an attempt was made to form a picture of the degree of client-orientation of the activities of each S&T field. This information was obtained mainly via interviews and then interpreted in consultation with those concerned. In assessing the usability, the relevant information on the resource position (extent of the applied research) and system characteristics (networks between researchers and users) was also taken into account.

    All things considered, it can be said that the result of the strengths/weaknesses analysis carried out by TNO-STB generated a profile of the knowledge infrastructure, rather than an incontrovertible summary of the absolute strengths and weaknesses of each S&T field. However, this profile proved an essential tool in the discussion with the stakeholders (researchers, users of research and financial backers) on the strengths and weaknesses and the actions to be undertaken.

    As a frame of reference for assessing strengths and weaknesses, the LAT model developed in NRLO circles was used. This model distinguishes between several domains: (1) knowledge generation; (2) technology and skills development; and (3) innovation. A mature and well-developed S&T field is characterised by developments within each of the three creative domains and mutual interactions between those domains [14]. The way in which this model was used in this S&T foresight study is described in section 4.2.

    Phase 3: Actions

    The actions to strengthen each S&T field were generated in a four-stage process: first TNO-STB tentatively formulated a number of actions based on the strengths/weaknesses analysis. These actions were then discussed with the stakeholders, before being elaborated further by an independent three-strong team consisting of a member of the NRLO executive committee, a staff member from the NRLO Bureau and an external expert. Finally, the actions were submitted to "decision-makers" in action conferences. This combination of independence and involvement helps to ensure that the actions formulated are both innovative and practicable, and avoids the stakeholders from focusing primarily on obvious actions or actions already planned. Given the predominantly positive reactions to the proposals during the action conferences for each S&T field, this structure can be described as successful. The foresight study succeeded in its aim of mobilising the main stakeholders in a number of strategic S&T areas for actions to strengthen the field in question. The willingness among stakeholders to contribute to that process was very strong.

    International perspective

    The dynamics of science and technology are clearly international in nature; new developments are rapidly spread through international contacts between scientists. The different phases of this S&T foresight study therefore devoted attention to this international perspective. In selecting S&T areas on the basis of dynamics and potential, use was made among other things of Delphi studies from the UK, Germany and France. In the strengths/weaknesses analyses, leading foreign experts were asked for their opinion about the scientific performance of Dutch research groups. An inventory was also made of potentially interesting collaboration partners in other countries. The actions were formulated partly in the light of developments in the S&T field concerned in other countries.

    Naturally, the international nature of an S&T foresight study can be easily extended, with the most far-reaching variant being an analysis for each field of the international expertise, themes, capacity, networks and output. This could then form a basis for determining the position and strategy of the Dutch knowledge system. Such a study should preferably be carried out in collaboration with foreign foresight study organisations. Given the complexity of this approach, it was decided within the scope of the present study to limit the involvement of the international dimension. As the study progressed, even this modest ambition proved to demand a disproportionate amount of time and effort, partly because of the lack of adequate information sources at this international level. For the longer term it seems desirable to invest in international networks between foresight study organisations, with the aim of promoting information exchange and collaboration where this is useful.

    4.2. Reflection on the results

    Phase 1: Dynamics and potential

    The ten selected S&T areas show a strong relationship with the international dynamics of science and technology, primarily with the dynamics in a few generic S&T areas: molecular sciences, information and communications technology and materials technology. On the other hand, the selected S&T areas are expected to make a crucial contribution to the realisation of key challenges for agribusiness, rural areas and the fishing industry in the 21st century, such as raising product quality and food safety, development of new markets, environmental protection, animal health, the world food supply and rural development.

    The choice of the ten S&T areas was a positive choice, not a negative one. This means that the selected S&T areas are of strategic importance, but this by no means rules out the possibility that further study would result in other fields also having to be designated as "strategic". Arbitrary examples of possible strategic S&T areas are mechatronics, bio-informatics, geo-informatics, bioprocess technology, hydrology, microbiology, energy technology, educational technology, public administration, communication and cognitive sciences. These and other fields could form the subject of a future S&T foresight exercise.

    Originally, this foresight exercise was to focus solely on S&T areas related to agribusiness; later, strategic S&T areas were also included for rural areas and the fishing industry. This explains the imbalanced distribution across the three sectors. In a following S&T foresight exercise, more attention would have to be devoted particularly to S&T areas with a focus on rural areas. For a number of these fields, essays on dynamics and potential are already available (Annex 1). Another factor which played a role in the selection of the S&T areas was the fact that arts and social sciences are often underrepresented in international S&T foresight studies.

    Phase 2: Strengths and weaknesses

    Surprisingly, expanding the capacity is not regarded as urgent in most of the S&T areas included in this study. The degree of cooperation and networking is regarded by those concerned as being of more importance than the resource position for the performance (scientific and social) and continuity of an S&T field.

    In general, the disciplinary and interdisciplinary networks of researchers within a given sector (agribusiness, rural areas or fisheries) were the most strongly developed. Intersectoral networks between researchers (e.g. agro/non-agro), public-private research networks and networks between researchers and research users are often much less strongly developed. This is clearly seen by those concerned as a gap.

    The scientific quality of the activities in the various S&T areas is generally adequate to excellent. There are no obvious weak groups.

    The usability of the output varies widely between the S&T areas. This characteristic displays a clear if not absolute correlation with the development of networks between researchers and research users.

    The strengths and weaknesses of an S&T field were identified in this study in an interactive process based on a mix of quantitative and qualitative information and the perceptions of the stakeholders themselves. A conceptual model - the LAT model - was used as an aid here; this model is based on different creative domains and assumes adequate mutual interaction between them. The core of the LAT model is the distinction and the correlation between three knowledge domains: (1) knowledge generation; (2) technology and skills development; and (3) innovation. These creative domains differ in terms of their products, leading actors and cultural setting. Each of these domains has its own dynamics and the challenge in terms of knowledge and innovation policy is to create conditions for the optimum development of each domain individually, as well as for the interaction with the other domains. This is discussed in more detail in the essay by Verkaik [14].

    There is no ideal configuration of the different creative domains. Configurations can however be imagined which are clearly not ideal. This applies, for example, for a situation in which there is no interaction between the domains. In the longer term this leads to stagnation in the developments in each of the domains. Another extreme is a situation in which the three domains overlap markedly. This can be highly effective in the short term, but ultimately results in "inbreeding" and insufficient renewal.

    In general, it can be said that a mature and well-developed S&T field is characterised by:
    1. dynamics within each of the three creative domains;
    2. mutual interaction between these domains.

    The need for interacting knowledge domains is based on at least two lines of thought. The first assumes that the increasing fragmentation of S&T areas (specialisation in subdisciplines) and the ever shorter innovation cycles are creating a growing need to adequately organise the links between the knowledge domains [4]. The second line of thought relates to the fact that each type of innovation requires a combination of different kinds of knowledge: not only scientific knowledge ("explicit knowledge"), but also experiential knowledge ("tacit knowledge") [9].

    Diagrammatically, this means that in a mature, well-developed S&T field, there are three circles, each overlapping to some extent, as shown in figure 6.

    Figure 6. Configuration of the three creative domains in a mature and well-developed S&T field.

    How suitable is the metaphor of the LAT model for illustrating the strengths and weaknesses of the various S&T areas? Whether the first characteristic, namely a certain development of each individual knowledge domain (circles K, T and I) has been met can be assessed on the basis of the resource position and the scientific and social performance. The second characteristic, the degree of interaction between the domains, can be determined on the basis of the system characteristics (networks). The strengths/weaknesses analysis charts both the resource position as well as the system characteristics and performance of each S&T field.

    The outcome of the strengths/weaknesses analyses, which are presented diagrammatically in figure 7, show that none of the S&T areas achieve the typical configuration of a mature, well-developed S&T field as illustrated in figure 6. In the sensor and microsystem technology and the intelligent data processing and process control fields, for example, there are activities in all three domains, but the mutual interaction leaves something to be desired. Nanotechnology is in the phase of knowledge generation: technology development and innovation have barely got off the ground yet. The situation in molecular plant biology and molecular and reproductive biology in animals is different again: the technology development and innovation domains display the required interaction, but there is room for improvement in the links with knowledge generation at fundamental level. Production ecology is characterised by good interaction between knowledge generation and technology development, but the interaction with the innovation domain is weak. Veterinary epidemiology, packaging and storage technology and policy studies and ICT show a broadly similar pattern: intensive interaction between technology and skills development on the one hand and innovation on the other, but little deepening and methodological renewal through knowledge generation. In the field of aquaculture, the emphasis lies precisely on knowledge generation and innovation, with the technology development domain being a weak and isolated link.


    Figure 7. Characterisation of S&T areas on the basis of the relationship between the knowledge domains Knowledge generation (K), Technology and skills development (T) and Innovation (I). (Dotted line = domain barely developed)

    Characterising S&T areas at national level using this method and assessing strengths and weaknesses in the light of the metaphor provided by the LAT model thus proves to be both feasible and fruitful. It provides sufficient insight in broad outline to enable the direction of the required actions to be determined.

    Phase 3: Actions

    Five different types of action have been formulated. A striking number of actions are focused on the pooling and focusing of the research and on the strengthening of the networks with research outside the agricultural circuit and with research users. This could create the impression that the formation of large R&D conglomerates is the panacea for the future. This is absolutely not the case. The multiplicity and diversity of research institutes can also be seen as a sign of the wealth and power of the national knowledge system, where mutual competition promotes scientific and technological progress and cooperation arises where it is fruitful. The mottoes "Competition is cooperation" and "Making knowledge is sharing knowledge" reflect this very aptly.

    However, ongoing subspecialisation within S&T areas, increasing costs of sophisticated facilities and the need to adopt a profile on foreign research markets are further increasing the urgency of concentration and focusing of the limited - in international perspective - research capacity in the Netherlands. For example, the research capacity of one single foreign research institute often proved to be equal or even two to three times greater than the total research capacity of the Dutch knowledge infrastructure in the field concerned. The upscaling in industry, for example in pharmaceuticals, also creates a need for the pooling of the capacity and a substantive choice for a few strategic positions. Strategic alliances with leading foreign institutes can only be entered into from a strong starting position.

    The nature and pace of the required adjustments must be determined for each S&T field individually, partly on the basis of an evaluation of earlier initiatives. For example, pooling and focusing of research in one S&T field may entail a physical concentration of the research at a single location, while for another S&T field it may mean a virtual pooling in a consortium or technological top institute, with the emphasis on better coordination and cooperation under a single leadership. The strengthening of networks can also be achieved in various ways: through the formation of platforms, strategic alliances or virtual centres, as well as through cooperation in actual research programmes.

    Taking decisions on the actions and elaboration and implementation of the actions selected does not form part of the NRLO mandate, but of the stakeholders. Their predominantly positive reactions to the proposals generate confidence in their ultimate achievement. Nonetheless, a large number of very diverse actions and actors are involved. Implementation of the actions and the mutual coordination and cooperation will require a considerable effort on the part of the policy makers.

    4.3. Reflection on cohesion in S&T policy

    Science and technology are highly dynamic. That offers many new opportunities for agribusiness, rural areas and the fishing industry in the 21st century. The question is how to achieve a development in the knowledge infrastructure and S&T policy in the 21st century which enables those opportunities to be grasped. When reflecting on this question, two trends are of particular importance [10]:

    Against the background of these trends, it is no longer possible for a single organisation to have all the ingredients for science and technology development in its own portfolio; this is forcing organisations to make choices between and within S&T areas, and whilst doing so to take note of the choices made by other organisations. The spectrum of relevant knowledge institutes has increased drastically, again under the influence of the trends mentioned above. This is reflected in the great diversity of stakeholders in the various actions (Annex 2). In addition to Wageningen UR, these institutes include universities, GTIs, consultancies and a host of foreign knowledge institutes.

    In an attempt to keep the S&T portfolio manageable at the level of the organisation, mergers are being effected or alliances forged. Examples include the incorporation LUW, DLO and experimental research stations at Wageningen UR, and the formation of research schools and technological top institutes. Even these large conglomerates, however, have to make choices in their S&T portfolio, and this increases their dependence on the choices made by other organisations. Moreover, the interdependencies are increasing on all fronts. This applies for scientific and technological developments outside and within the agricultural domain; for diverse functions in the rural environment; for town and country; and for agribusiness and other sectors.

    It can be concluded that many parties will influence the scientific and technological developments and the future of agribusiness, rural areas and the fishing industry in the first decades of the 21st century. Adequate coordination between these parties in terms of the S&T portfolio is increasingly becoming a common interest if the opportunities offered by science and technology are to be grasped.

    How can the coordination of policy between diverse actors be achieved in the development of strategic S&T areas at national - or more ambitiously, international - level?

    1. A first option is stronger "top-down" control by the government (LNV and/or EU and/or various ministries, provincial authorities and international bodies), aimed at achieving a "grand design" for the national S&T portfolio. There are however few opportunities for direct government control, as the government is increasingly limiting its role to providing the fundamental/strategic knowledge base and the general structuring of the knowledge infrastructure. Moreover, the autonomy of knowledge institutes has increased greatly in recent years as they have acquired independent status.
    2. A second option is the further strengthening of the control from the market: industry and community organisations. It is highly doubtful, however, whether sufficient cohesion in the S&T policy can be achieved in this way, given the diverse priorities of the various parties.
    3. A third option is to leave the development of the S&T strategies entirely to researchers. However, this places very high and impracticable demands on the self-organising ability of the national and international research system.

    However, there is also a fourth option, and one which enjoys broad support among the stakeholders, judging from the outcome of the S&T debate organised by NRLO in April 1999. It is an option in which a process is created involving the formulation of a common vision and ambition in which no single party - policymakers in public authorities, captains of industry, opinion-formers in community organisations, or scientists - dominate. It is an approach in which, in an atmosphere of dialogue and intelligent interplay between those involved - with each retaining their own decision-making powers - agreements are made on the division of tasks and cooperation in the development and utilisation of science and technology. This process is shown diagrammatically in figure 8. It would of course be unrealistic to aim for binding agreements between knowledge institutes for the entire S&T portfolio; and anyway, such an ambition would be counter-productive. This does not however rule out the possibility of binding agreements between specific parties in specific areas.


    Figure 8. Formation of strategy after Mintzberg [8]

    Many players will influence the scientific and technological developments and the future of agribusiness, rural areas and the fishing industry in the first decades of the 21st century. Creating a cohesive S&T policy at national or - even more ambitious - international level in such a situation will demand instruments which make the opportunities for the various players visible and open to discussion, and which do the same for strengths and weaknesses and potential actions. In short: foresight studies, strengths/weaknesses analyses and action meetings will be key instruments. If that is the case - and the results of the S&T debate appear to confirm this - then this S&T study has experimented and gained experience with instruments which will prove to be crucial for the shaping of S&T policy in the first decades of the 21st century.

    4.4. The way forward

    The foregoing considerations and reflections lead to the conclusion that a more cohesive S&T policy at national level is desirable and - to a certain extent - also possible. A range of activities is needed for the further development of this.

    1. Further elaboration and implementation of actions in each S&T field by the stakeholders. The action conferences, which were held in the period from the end of March to early April 1999 for each of the selected S&T areas, form the starting point for decisions on and implementation of actions.
    2. Continuation of the foresight exercise for other S&T areas. S&T foresight exercises are becoming a regular part of the preparation of S&T policies in an increasing number of countries. The formation of a common vision and ambition is necessary for the desired cohesion in the S&T policy. There are many strategic S&T areas for which a foresight exercise is desirable.
    3. Stimulation of the S&T debate. The debate on the possibilities for a more cohesive S&T policy in the public infrastructure will be continued with the most relevant parties (including ministries, KNAW, NWO, AWT, sector councils, knowledge institutes, businesses).

     


    5. References

    1. Bundesministerium für Bildung, 1996. Deutscher Delphi-Bericht zur Entwicklung von Wissenschaft und Technik.
    2. Enzing, C., 1999. Sterkte/zwakte-analyse W&T-gebieden. NRLO report 98/42.
    3. Gibbons, M. et al., 1994. The new production of knowledge: the dynamics of science and research in contemporary societies. London, Sage Publications.
    4. Grupp, H. & H.A. Linstone, 1999. National technology foresight activities around the globe - resurrection and new paradigms. In: Technological Forecasting and Social Change 60, p. 85-94.
    5. Loveridge, G, Georghiou, L. & Nevada, M., 1995. United Kingdom Technology Foresight Programme. Delphi Survey.
    6. Ministère de l'industrie, 1995. Les Technologies Clés pour l'Industrie Francaise a l'Horizon 2000.
    7. Ministerie van Economische Zaken, 1998. Technology Radar. Main report and executive summary.
    8. Mintzberg, H., 1994. The rise and fall of strategic planning, New York, Prentice Hall.
    9. Nonaka, I en H. Takeuchi, 1995. The knowledge-creating company - How Japanese companies create the dynamics of innovation. New York, Oxford University Press.
    10. NRLO en OCV, 1996. Wageningen in profiel. Landbouwwetenschappen in 2010: de positie van de LUW. NRLO report 96/6.
    11. OCV, 1996. A vital knowledge system - Dutch research with a view to the future. Published by the Foresight Steering Committee (OCV).
    12. Rip, A. en B.J.R. van der Meulen, 1996. Strategie ontwikkeling en verkenningen. Vergelijkende analyse van ervaringen en praktijken in Nederland, Frankrijk, Engeland en Duitsland. Background study for the Consultative Committee for Foresight Studies.
    13. Schaffers, H.L. e.a., 1997. Methode voor kwaliteitsbeoordeling van de agro-kennisinfrastructuur [Method for quality assessement of the agricultural knowledge infrastructure]. NRLO report 97/23 .
    14. Verkaik, A.P., 1997. Uitdagingen en concepten voor toekomstig landbouwkennisbeleid [challenges and concepts for future agricultural knowledge policy]. NRLO report 97/17.

     

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