• No results found

Knowledge iteself is Power: how oil and gas producers manipulate shale gas research in the EU

N/A
N/A
Protected

Academic year: 2020

Share "Knowledge iteself is Power: how oil and gas producers manipulate shale gas research in the EU"

Copied!
72
0
0

Loading.... (view fulltext now)

Full text

(1)

Power itself is knowledge

How oil and gas producers manipulate shale gas research in the EU

Leiden University

Master European Union Studies

Albert den Boogert Supervisor: Aad Correljé

(2)
(3)

2 Table of Contents

Introduction ... 4

Research setup ... 5

EU policy areas ... 8

Academic debate & existing literature ... 9

Conclusion: analysis of the shale research is Europe is essential ... 10

Chapter 1 Importance of knowledge ... 11

Introduction ... 11

Value Sensitive Design ... 11

Conclusion: knowledge base of society is key in decision making process ... 17

Chapter 2 Research database ... 19

Introduction ... 19

The database ... 19

Categories, tiers and preliminary insights ... 21

Conclusion: database shows large number of reports and great variety of topics ... 25

Chapter 3 Current state of knowledge ... 26

Introduction ... 26

Research subjects ... 27

1. Geology ... 28

2. Technology ... 32

3. Economy ... 34

4. Environment ... 36

5. Society ... 39

6. Politics ... 42

Conclusion: nascent state of knowledge offers room for manipulation ... 44

Chapter 4 Organizational deep-dive ... 45

(4)

3

Research institutions ... 45

Non-commercial ... 45

Commercial ... 49

Conclusion: no level playing field due to the dominant position of OGPs ... 52

Chapter 5 Content analysis ... 53

Introduction ... 53

Economic reports... 53

Conclusion: not the research, but the topics are manipulated ... 59

Summary & conclusion... 60

Summary ... 60

Conclusion: OGPs manipulate research, which potentially manipulates the debate ... 61

Final remarks & next steps ... 62

Literature ... 64

(5)

4 Introduction

The terms ‘shale gas’ and ‘game changer’ have become intrinsically linked in the past years.

Within a few years shale gas became a hype of which most people will have heard by now.

Shale gas is nothing new though. The exploration of possibilities to economically produce

this specific type of gas started a few decades ago in the United States. By 2000 these efforts

paid off, which marked the start of a shale-boom in the US. With new techniques, such as

horizontal drilling and ‘fracking’ it became possible to extract economically feasible

quantities of shale gas. All over the US oil and gas companies franticly started to produce the

gas and within a few years the US changed from one of the world’s biggest importers of

energy to a potential net exporter of gas. This development is coined the ‘shale gas

revolution’. It gave a boost to the US economy, among other things by providing US industry

a competitive advantage due to low energy prices. More importantly, it relieved the US of its

highly feared energy dependency.1

Ever since, other governments and companies are trying to duplicate this success. Shale

gas production is not without disadvantages though. The process is complicated and costly.

More importantly, it comes with grave environmental and health risks. Additionally, in the

long run, it also threatens to undermine the efforts towards a low carbon future in which

fossil fuels are phased out and replaced by renewable energy. These two extremes of

potentially high costs and benefits have led to a fierce debate within the European Union in

which no consensus has been reached so far.2

The political debate on shale gas typically results in a call for further research. Research

is therefore placed in a very central position in the decision making process. This raises the

question what the interests are of the people behind the research, and if these interests result

in biased research. This topic forms the basis of this thesis.

Need for specification of this question asks for a further investigation on which actors are

likely to have undue influence. The primary suspects in this respect are the oil and gas

producers (OGPs), as the debate on shale gas has been surrounded by claims of lobby activity

and corporate influence.3 Since the subject, at first glance at least, seems to be a trade-off

between earning money on the one hand and protecting the people and the environment on

the other hand, shale gas seems to be highly vulnerable for these allegations. There are

indications that the unbalance in lobby activities is reflected in a unbalance of research

1David Buchan, Can shale gas transform Europe’s energy landscape?, Centre for European Reform (2013) 1-2.

2 Ibidem, 2-4.

(6)

5 activity. One of those indications, as I have concluded in a previous paper, is the inequality in

research endowments, in the favor of OGPs.4 Research on the impact of new energy sources

is complex and costly and therefore my hypothesis was that no one but the oil and gas

producers (OGPs) were capable of conducting this research, thereby creating knowledge

inequality. This fear of knowledge inequality is underlined by quite a disturbing opening

paragraph in the IIPS report on shale gas in Poland and the Chech Republic of 2012.

The shale gas exploration and production are of significant importance to business, policy and security. They are very vulnerable to lobbying activities and international politics. For these reasons, it proved difficult to find credible open sources of information. Most of the public and local institutions and especially companies are rather reluctant for they deem it could potentially harm their interests. Materials and data of promotional character are being an honorable exemption here.5

The shale debate is fierce, as is appears to have huge benefits and risks at the same time.

Efforts to quantify these benefits and risks have placed research in a central role in the

debate. As OGPs seem most equipped to conduct this research, the suspicion rises that they

might use research to manipulate the outcome of the shale gas debate. This thesis will

investigate if these claims and fears surrounding the shale gas debate are justified. The goal

of this thesis is therefore to answer the following central question:

Do oil and gas producers use research to manipulate the shale gas debate in the EU?

Research setup

In order to be able to assess whether research is used to manipulate the debate it is first

crucial to determine if research is capable of doing so. This requires an analysis of the

decision making process. As the actual process is still in full progress with no decision taken

yet, I have chosen to approach this question from a theoretical angle. Using the theory of

Value Sensitive Design, chapter one defines how the decision on shale could be taken, and

what the role of knowledge is in this process. This includes an analysis of which stakeholders

should be taken into account and how these stakeholders relate to the new technology.

4 Albert den Boogert, Will the EU join the shale gas revolution: essay for the courses EU Lobbying and Communication and EU Energy Policy at Leiden University (2014)

(7)

6 The analysis in chapter one shows that knowledge, and more specifically that public

available knowledge, plays a central role. The subsequent question is whether research can be

manipulated. I have assumed that public knowledge can be influenced under two conditions:

1) if there is a lack of consensus on the truth is and 2) if there is no level playing field for

research institutes. For the second precondition I have viewed the research landscape as a

market. A market only functions properly and produces good products if there are multiple

competing producers. The same would apply for research. As long as there are enough

competing institutes that conduct research, the produced knowledge will be of the highest

quality. This view stems from the conviction that people are independent actors that are able

to choose what information they use to form their opinion. Off course it should be realized

that there are far more factors influencing if a knowledge source actually reaches the public

than sheer availability. These other factors will not be part of the analysis of this thesis. This

last choice is grounded in the rationale that, even though we cannot assume that available

research equals public knowledge, we can assume that people cannot base their knowledge on

facts if there is no research available.

The two conditions result in the need for 1) an overview of the current status of

knowledge on shale gas and 2) an overview of the active research institutes. Both overviews

appeared to be absent or incomplete so far, as will be discussed later on in this introduction.

Therefore it became necessary to create a database that includes all reports on shale gas. The

methodology and limitations of this database are outlined in chapter two.

Based on the research from the database, chapter three outlines the current status of the

knowledge on shale gas in Europe. 15 research topics have been identified that have been

grouped in six categories. For each category a list of actors that are participating in research

is included. The research is subdivided in three tiers, covering primary quantitative, primary

qualitative and secondary research. Chapter three offers some valuable insight in the

complexity and variety of issues and concludes that knowledge on shale gas in the EU is still

in nascent state. For not one of the topics consensus has been reached on the conclusive

answer to the question. Moreover it appears that for most topics there is a considerably wide

spectrum of answers given. This creates what I call ‘outcome flexibility’. This flexibility, also

known as uncertainty, offers room for manipulation.

Chapter four and five consequently show whether this manipulation actually occurs.

Chapter four deep-dives in the organizational features of research, focusing on the question

whether there is an organizational level playing field. If there is a level playing field this

(8)

7 which the public can choose to their liking. If this is not the case, some views can be

expressed while others are oppressed, resulting in the possibility of manipulation. This

analysis includes insights in the funding of research.

After chapter four has established whether the organizational setup offers the possibility

of manipulation, the next chapter assesses whether this potential is materialized in substantial

terms. In chapter five three reports are selected for a content analysis. These reports are

assessed on general quality, assumptions taken and the input data chosen. This assessment is

linked to the conclusions of the reports and the goal of the research in order to establish

whether the research is biased. Chapter four and five will focus on economic knowledge. The

research setup is illustrated in the following argumentative chart:

Figure 1 argumentative chart of research structure, by author.

Several choices have been made in this research setup, the rational of which is elaborated

upon in the relevant chapters. First of all the analysis only looks at publicly available

research. Undisclosed and not free available reports have not be taken into account. Secondly

this thesis will only take reports into account that are conducted by agents that are at least

partially based in the EU. Due to the differences in circumstances, research on shale gas in

(9)

8 it must be stressed once more that this thesis will not look at the actual political or societal

debate, or the actual impact of research on this debate. The debate is still ongoing and

therefore any conclusion would be premature. Instead it will only assess the theoretical and

potential impact. The term ‘EU’ is in this thesis used as a description of the region it covers,

and not only the organization that governs the EU.

The primary contribution of this thesis consists of the database that is created to map the

research landscape. In doing so, a framework is established to rank and structure research,

based on three tiers and six categories. Consequently, based on the research in the database, it

provides an update of the current status of knowledge on shale gas in Europe.

The second contribution lies in linking the theory of Value Sensitive Design (VSD) to

research by showing the key role of publicly available knowledge. VSD offers great potential

in its application to shale gas, but, as will be argued in chapter one, a precondition to its

success is the knowledge available. Finally this thesis offers an objective theoretical

assessment of corporate influence in the shale gas decision making process. Although this

analysis has its limitations, it has been executed as thoroughly as deemed possible within the

scope of a master thesis.

EU policy areas

The final decision to allow shale gas or not rests with the member states. According to Article

4 of the Treaty on the Functioning of the European Union (TFEU), Energy is a “shared

competence”6

. The powers of the EU in respect to the choice of energy mix is limited by

Article 194 (2) TFEU: “measures shall not affect a member state’s right to determine the

conditions for exploiting its energy resources, its choice between different energy sources and

the general structure of its energy supply”7. This implies that the EU has no direct say in the

question of implementing shale gas in member states.

The EU can influence the process though via multiple indirectly linked policy areas.

Amongst others, the shale gas issue is linked to the policy areas of environment, consumer

protection and internal market. The EU could de facto block the shale gas process through

increased environmental measures, and at the same time could provide the necessary impetus

by incorporating shale gas in the EU energy planning. The most influential EU policy

instrument at the moment is the Energy 2030 plan. In March 2013 a Green Paper was

(10)

9 released and the final document is to be published in 2014.8 The goal of the Energy 2030

initiative is to provide in a comprehensive energy and environmental planning for the next

one and a half decade. The inclusion or exclusion of shale gas in these plans can send a clear

signal towards the member states and potential investors.

Academic debate & existing literature

Currently there is no comprehensive overview of all the past, current and future research on

shale gas within the EU. Consequently there is no real academic debate on this topic. A lot of

scholars participate in the debate, but there is barely an objective study on the debate itself.

There are a few notable exemptions but all, as will be discussed, are insufficient.

First of all there are several private initiatives that try to bundle the existing knowledge on

shale gas. The problem with these initiatives is that their private funding breaches their

objectivity. One of these initiatives is Shale Gas Europe. An industry initiative which

presents itself as: “a dedicated resource centre that is open to anyone who wants to

understand more about shale gas, tight gas and coalbed methane”9. Shale Gas Europe is

founded and funded by the major oil and gas companies, like Shell and Exxon. This direct

involvement raises doubt on the objectivity of the initiative, and therefore automatically

makes it unfit as a comprehensive and objective source. Another private actor is Corporate

Europe Observatory (CEO). This is a NGO that monitors the corporate lobbying activities

within the EU. In 2012 they presented the report Foot on the Gas10. CEO has a clear anti-industry attitude, claiming to work to: “expose and challenge the privileged access and

influence enjoyed by corporations”11

, and is therefore most probably not fully objective.

Another source of information are the reports and articles that comment on primary shale

gas research. Among these critiques there are several reports with a clear policy agenda. One

of these is the report of Friends of the Earth, Unconventional and Unwanted12, which, among other things, criticizes the report of Philippe and Partners, Final Report on Unconventional Gas in Europe.13The problem with these kind of reports is their evidently-and openly- biased

8

European Commission, Green Paper: A 2030 framework for climate and energy policies (2013); European Commission, Annex to the communication from the Commission to the European Parliament, the Council, the European Economic and Social Committee and the Committee of the Regions: Commission Work Program 2013 (2012)

9http://www.shalegas-europe.eu/en/index.php/about-us/about-shale-gas-europe - 14.10.2013

10

CEO, Foot on the Gas (2012) 11

http://corporateeurope.org/about-ceo, 29-07-2014

12

Friends of the Earth, Shale Gas, Unconventional and Unwanted: the case against shale gas (2012)

13

(11)

10 nature. They are therefore to be considered as a part of the debate instead of a source on the debate. Additionally there are independent -or at least seemingly independent- critiques on

other shale gas research. One example is the report of the Dutch Rathenau Instituut¸ Samen Winnen14, which has been written in reaction to the government ordered report of Wittebos &Veen15 on the risks of shale gas in the Netherlands. The last type of reports is helpful in

judging the objectivity and value of the original reports. They are not comprehensive though,

since they generally only assess one of a few reports at a time.

Finally there is one single academic article which compares the shale research

agendas of the US and EU.16 However, this article fails to present a balanced comparison of

both and only provides limited information on the research in the EU.

Conclusion: analysis of the shale research is Europe is essential

The big benefits and risks of shale gas production resulted in a fierce debate in the EU.

Research seems to play a central role in this debate, and there are indication that OGPs play a

central role in research. As the EU can indirectly determine the faith of shale gas, it is

essential to analyze how this research evolves and which interests play a role in its creation.

Unfortunately, such analyses have not been conducted so far and there is not even an

overview of current research.

This thesis aims at filling this void by gathering and analyzing the research on shale gas

in the EU. First and foremost this aim will be achieved by creating an overview of all reports

that currently exist. Secondly this knowledge will be analyzed in order to establish whether or

not research is used to manipulate the shale gas debate.

14

A. de Vries, R. van Es and A. van Waes, Samen winnen. Verbreding van schaliegasdiscussie en handvatten voor besluitvorming, Rathenau Instituut (2013)

15 Witteveen & Bos, Arcadis and Fugro, Aanvullend onderzoek naar mogelijke risico’s en gevolgen van de

opsporing en winning van schalie- en steenkoolgas in Nederland, Ministerie van Economische Zaken Directie Energiemarkt (2013)

16

(12)

11 Chapter 1 Importance of knowledge

Introduction

This chapter is a theoretical investigation on the importance of knowledge in the debate on

shale gas. The theory of Value Sensitive Design (VSD) has a central position in this

theoretical quest. First of all VSD will be used to explain what impact a new technology, such

as fracking, has on society. Secondly it will identify the stakeholders that should be

incorporated in the decision making process. Finally it will provide insights in the role of

knowledge in this relation between stakeholders and the decision making process.

The analysis is needed in order to determine whether it is possible to manipulate the

debate through knowledge. If knowledge is unimportant, so is research. On the other hand, if

knowledge is important, and we consider that knowledge is based on facts that are revealed

and interpreted by research, research is important.

It is approached from a theoretical angle instead of an empirical one. This is due to the

fact that the current debate is still raging on and therefore any practical assessment of the

process would be premature.

Value Sensitive Design

The debate on shale gas is polarized. Opponents and proponents advocate radically different

views that both seem to be reasonable and unlikely to change.17 Recently a group of Dutch

scholars have proposed a solution to this problem through the theory of Value Sensitive

Design (VSD).18 This theory tries to mediate between public values and technological

innovation by, as stated by Correljé e.a.: “systematically incorporate diverse human values in

the design of new technologies”.19 The basic idea is rather simple. What society finds most

important is embedded in public values. If these values are taken into account in a new

technological design, the technology will serve what society finds most important. Therefore

the technology will serve all and all will agree to it.

VSD was developed in the late eighties, as it became clear that the development of

computer and cyber technologies would become a large part of human life. Consequently,

17

International Energy Agency, World Energy Outlook 2012 Special Report On Unconventional Gas: Golden Rules for A Golden Age of Gas (2012) 9.

18 Aad Correljé, e.a., Responsible Innovation in Energy Projects, Responsible Innovation, Volume II (Forthcoming); Aad Correljé, Responsible innovation as an endorsement of public values: the need for

interdisciplinary research; Submitted to: Journal of Responsible Innovation (submitted); Research proposal: Aad Correljé, e.a., The acceptability of shale gas: towards value-sensitive design of technologies and institutions (….)

(13)

12 questions arose how this innovation could adhere to, or clash with, existing human values. In

order to facilitate potential clashes between human values and digital innovation VSD was

developed. First VSD was exclusively designed to investigate the interaction between human

public values and computer technology, but later this was extended to other fields of

technological design.20

The team of scholars of Delft University of Technology (TUD) have started a new

chapter of VSD with the project: “The acceptability of shale gas: towards value-sensitive

design of technologies and institutions”. The project aims at expanding the field of VSD, first

to the energy sector and the development of shale gas, and second to incorporating

institutional design.21

How does shale gas relate to the society?

VSD starts with the notion that technology is value-laden, and not -as one might intuitively

think- value free.22 Technology is value laden through, what I will call, its value input and

value output. First of all, the input of technology is value-laden, i.e. it is designed with certain

values in mind. For example, a car designer who strongly adheres to the value of safety will

design a different car than a car designer who finds economic welfare most important. This

value-input is not necessarily explicit or even consciously applied but often the result of an

“implicitworld view”, as Correljé e.a. state, “that drives their technological design”23 .

Subsequently, once designed, technology has value-laden output. “Technology […] invites or

discourages a certain kind or normative behavior”24. This behavior could be in

correspondence with certain values while conflicting with

others, and “hence promote or undermine certain values”25 .

The relation between values and technology can, in its most

basic form, be visualized as an ongoing circular process, as

shown in figure 1. Values will affect the way technology is

designed, technology will affect the way people behave and

this behavior affects the values.

As next step, VSD argues that designers should be aware

of the value implication of their design and not only integrate

20 Batya Friedman, Value Sensitive Design, Interactions 3:6 (1996) 17. 21 Correljé Research proposal, 1.

Correlje, Responsible Innovation in Energy Projects, 7, in reference to Winner 1980. 23 Ibidem, 8.

24 Ibidem, 8. 25 Ibidem, 24.

Value

Technology Behavior

(14)

13 their own values, but all relevant public values in the technology. Designers should

beforehand make an estimate of the value implications, the value output of technology, and

then take these into account while designing.

The need for ex-ante incorporation of values is argued in two ways. The first line of

reasoning is that of the idealist. In essence the idealist would argue that: “since innovations

should primarily serve societal needs, the various societal complexities and ethical problems

of innovations should be anticipated”26. Technology serves the society and therefore needs to

adhere to its values of this society. In a variation to this argument it could be argued that even

if technology does not primarily serve society it still has consequences in the value domain,

given the value-technology interaction. The power to influence creates the moral obligation

to exercise this influence in a responsible manner.

The second line of reasoning is that of the pragmatist. The pragmatist would argue that

the world is not exclusively governed by technological and economic considerations. Other

consideration are important as well, and these could affect the success of a new technology.

One currently powerful consideration for example is the need to preserve the environment. If

these considerations are not included in the design of technology, the technology will

encounter opposition with implementation or usage of the new technology. At best this

opposition will cost time and money, at worst it could prove to be a showstopper. Therefore,

for a technology to become successful it should internalize public values at the design stage.

One of the theories that is presented by Correljé as a tool to create insight in the public

values is through the value-hierarchy of Van Der Poel. Van Der Poel identifies three levels in

his value hierarchy. The highest level is that of the fundamental values. The fundamental

values are abstract and supposedly uncontested. An example is the value of safety. At the

next level, values are translated into specific norms, this is the point where possible friction

occurs. Norms form a: “‘prescription for or restriction on’ actions”. The need for maximum

safety could be a norm derived from the value of safety. Finally these norms are specified

into design requirements on the lowest level. By separating abstract values from specific

norms and requirements, the hierarchy of Van Der Poel, enables us to trace back all

normative behavior to some abstract values.27

Before the value identification process is started though, first should be established who

the relevant stakeholders are. Logically only the values of the relevant stakeholders should be

(15)

14 identified and incorporated in the design.28 Therefore a stakeholder analysis is needed. The

stakeholders are those who “use the technology and those who could be affected by the use of technology”29

. Determining who are the stakeholders, and specially how they interact, can be

a highly complex matter and a clear methodology to do so lacks in VSD theory.30

If the stakeholder and value analysis and value identification are executed correctly,

values can be incorporated in a design. This endeavor could help us to design technology that

fits the public values of society, contributes to that society and can be successfully

implemented.

How does VSD apply to shale gas?

If VSD is applied to shale gas it is important to realize that the technological design of shale

gas is special, so Correljé e.a. argue, because is it part of the bigger energy system.31 The

energy system has two characteristics that are relevant in this respect.

The first characteristic is the enormous complexity of the system. This complexity is

shown in the size of the sector, the level of integration in society, the technological intricacy

and the diversity of users and suppliers. As a consequence, new technology will be part of a

wider system and therefore the value implications will be less clean-cut and isolated. This

results in a technology-value cycle that is far more complex than the simple cycle of figure 1.

Correljé e.a. describe this evolution of values as a “dynamic interplay” in which technology

and values “co-evolve”. There is a continuous interaction of stakeholders and technology,

which results in an dynamic inter-subjective set of values.32

The second and related characteristic is the salience of the system. The energy system is

of huge importance to modern life. Virtually every part of life has grown dependent on

availability of affordable and reliable energy supply. The effect of power outings or changes

of oil prices support this claim. This level of integration in society and the consequent level

of dependency strongly increases the value implications. Salience of a topic seems to

manifest a gravitational force on values, with growing salience the impact grows, in number

of values affected and in severity of impact. Consequently the number of stakeholders grows

and the intensity of value conflicts increases.33

28 Correljé, Responsible Innovation in Energy Projects, 5. 29 Ibidem, 25.

(16)

15 As a consequence of the fact that shale gas would be embedded in an energy system,

everyone will be affected by this innovation. Furthermore, as the TUD working group argues,

the imbedding in the energy system asks for an inclusion of institutional values is needed for

a value sensitive shale gas design. Technology manifests itself in institutional context. This

context strongly influences the way in which technology interacts with the stakeholders and

how the co-evolution of values develops.34 Institutional values include values of

accountability and procedural justice. These values are related to questions like: how will the

risks be managed; who will be responsible; how will the welfare gains be distributed?35

Being part of the energy system has a profound effect on the value implication of

technological innovation within the system. This increases the need for a value sensitive

design, but simultaneously makes it far more difficult to create one. This explains to a big

extent the problematic situation described previously. The plurality and magnitude of the

different forms of impact shale gas can have on society make it possible that opposition is

created between people who share the same public values. VSD also explains the ferocity of

the debates. Values are considered to be the highest goods of public live. If these values

become threatened, people will feel to be targeted at their core.

Potential and problems

The potential of VSD is big. First off all because it shows that the decision on shale gas is not

merely a technical matter, but has implications for those matters that people find most

important: their values. Using VSD could not only solve the current impasse, it could also

result in long term improvement. As can be seen with all other forms of energy production,

discussion will not end when the production gets started. In the USA for example shale gas

production has been going on for a decennium. Still though, the debate continues, certainly

now the implications of shale gas are starting to become clear. This indicates that it is not

only sufficient to solve the current debate in the EU, future friction should be anticipated as

well. By analyzing the stakeholder interaction and identifying the value implications, VSD

enables designers to do so.

VSD is interesting for the shale gas debate because it could breach the polarization.

Instead of an static obstacle at the center of the public debate, it is changed in an dynamic

objective outside of the debate. By offering the third way, the alternative to the “yes” or “no”,

it may change the debate from a polarized pro vs contra to constructive incorporation of

(17)

16 multiple views. From this perspective everyone in the debate stands at the same side and

together is able to shape the new technology. Furthermore, ideally, VSD drags the decision

outside of the political arena. In the traditional view, technology is created and then it is up to

the politicians, and the influence groups surrounding them, to decide whether or not it will be

legalized. With VSD however, the whole society is incorporated in this decision because the

technology is not seen as a static given but as a design that is supposed to be created and

changed in dialogue with the values of society. Therefore, ideally, the decision making

process opens up for everyone who interacts with the technology.

Figure 3, VSD offers opportunities to breach polarization in the shale gas debate, interpretation of Correljé e.a. 36

According to the Delft scholars there are some practical problems though. The first

problem comes with the identification of the values. As is described by Correljé e.a., values

are not objective or static but dynamic “intersubjective sets”37. This makes them hard to

identify and even impossible to: “fully specify ex ante which values need to be taken into

account”38. The nature of values makes them not only hard to identify, it also raises the

question if they are fit at all to be incorporated in the far more static nature of technological

design. Should technicians go to great length to identify and incorporate values in their

design if they are not sure if the values will still be relevant at time of implementation? A

second problem occurs when public values are conflicting. When values conflict, three

questions become relevant. Whose opinion should count? Which opinion should count? And,

if the conflict persist, how to facilitate a trade-off?39

Additionally, there is another, potentially more fundamental problem. If we are to base all

on public values, should we not ask ourselves how these values came into being? How were

they created? And far more important, on what grounds? Can values be based on

36 Image is a visual interpretation made by author, based on the theory of VSD as outlined by Correljé e.a. 37 Correljé, Responsible Innovation and Public Values, 3.

(18)

17 misperceptions formed by lacking or erroneous knowledge? It will not be possible to answer

these questions in this thesis, but we can make a start by analysis the knowledge base of

society.

Conclusion: knowledge base of society is key in decision making process

Given the broad and deep impact of shale gas on society, directly or indirectly through the

energy system, all in society are relevant stakeholders. Technology and society interact, this

interaction creates value implications, and therefore fracking technology has value

implications. The value implication explain the ferocity of the debate. The impact of shale

gas will be even bigger due to the fact that it could become part of the bigger energy system.

This connection acts as a multiplier which increases the number of people and values that are

affected, and engraves the effect on those people. Therefore it is of utmost concern that shale

gas is designed in accordance with public values. This is crucial for shale gas production to

come into existence and serve society and it will prevent, or at least soften, friction in the

future. This implies that the decision on shale gas should be made dependent on the question

whether public values can be adequately incorporated in the design of shale gas.

The implication of this line of reasoning is that the public values become a central

element in the decision making process. This raises the question how public values come into

existence, and on what knowledge they are based. Without going into detail in the formation

process of values, we can assume that knowledge should play a central role in this process. At

least we can say that a lack of knowledge would negatively influence the quality of values, as

people cannot judge what they do not know.

This places public available knowledge in a central position in the decision-making

process, which raises several questions. How much knowledge is available, and what is the

knowledge equally spread over the different topics of shale? What is the quality of this

knowledge? Is it possible that some stakeholders steer the knowledge of others, or is

knowledge formed in a independent environment? If the design will incorporate the values of

stakeholders it can have a big impact if these values are not constituted in a balanced,

independent and reliable research environment.

VSD can only facilitate a more honest and democratic decision making process if the

knowledgebase of the society is not unequally influenced by one of the stakeholders. As the

debate is moved outside political spheres, so it the potential to manipulate the process.

Therefore it is crucial to analyze the creation of the knowledge base of society in order to

(19)

18 the decision making process. How this thesis is going to analyze the knowledge base will be

outlined in chapter two.

Apart from reviewing the corporate influence on the knowledge of shale gas, this analysis

could contribute to the theory of VSD by shedding some light on the role of research in the

stakeholder interaction. There are several options in this respect. If research is conducted in a

balanced, independent and thorough manner, it should be placed outside of the regular

stakeholder interaction. In this case it would not interact with other stakeholders but merely

provide the factual input in the debate. In this role research could be well equipped to solve

the value trade-off problem by judging which value has the strongest scientific foundation.

On the other hand, if it would appear that research does interact with the other stakeholders, if

it is used as a steering instrument or actively pursues ones policy outcome, it would be part of

the debate. If this is the case it would be interesting for future research to analyze how exactly

(20)

19 Chapter 2 Research database

Introduction

Chapter one concluded that knowledge could indeed be used to manipulate the debate. Public

knowledge is key in the decision-making process and therefore those who create that

knowledge are key. Following this logic we can conclude that, if research is capable of

manipulating knowledge, research would be capable of manipulating the decision-making

process.

As a second step towards answering the research question it should be asked whether

research is indeed capable of manipulating knowledge in the case of shale gas. In order to

manipulate knowledge two precondition need to be in place: 1) lack of consensus on the

truth; 2) a level playing field for research. If there is complete consensus on the truth,

research will barely have impact since it can only confirm the truth or will not be trusted.

Secondly if there is a level playing field for research institutes, scholastic competition will

make it impossible to steer the knowledge to your liking. Assessing whether these

preconditions are in place asks for an analysis of the status of current knowledge, and the

mapping of the research landscape. In order to be able to analyze current knowledge

objectively, at least an overview of all knowledge is needed.

An overview of current knowledge and the research landscape has been missing so far.

Therefore there was the need to create a database. However, collection of reports was not

enough, they also needed the be structured. One problem is that there are no formulized

borders and boundaries in the research landscape. There can for example, at the outer limits

of research, be a thin line between research and a mere transcription of opinion or

paraphrasing of others. This chapter will outline how the research database is created, where

the borders are drawn and how its content is structured. Finally the chapter provides in some

preliminary conclusions derived from the database.

The database

Selection method

The primary selection method for the database is a structured snowball method. Starting with

a few leading reports I have followed the annotation trail. This process started with the IEA

(21)

20 that dates from 2012.40 These trails led me to 90% of the reports gathered. At this point the

trail is virtually depleted to a point where the last five new reports did not refer to new and

unknown research.

The snowball method is supplemented by semi structured associative methods. This

included the monitoring of relevant news agencies and platforms devoted to shale gas or the

energy business. Next to the news agencies I have scanned non-research papers like official

documents from governmental and EU debates and position papers from interest groups for

references to research. Additionally I have specifically searched for reports and articles from

known experts and research groups. Finally I have just ‘googled’ my way around in order to

fetch the crumbs of research. These supplementary efforts were predominantly meant as a

check for the snowball method. In theory it could be that the research is performed in

relatively closed annotation circles and that I would miss out on an entire field, if I would

follow only one trail. This proved not to be the case though. As an additional advantage, the

associative method has been useful in order to get a grasp of the popularity of the different

reports.

The advantage of the snowball method is that my searching capacity is multiplied through

the capacity off all researchers who wrote on shale. Additionally this method implies a

pre-selection of reports. Since this thesis focusses on the knowledge base of society, it is not the

primary goal to find all research, but to find the research that reaches the public. If research is

not being referred to in any other research it is unlikely that it finds a way to the public, and

therefore not interesting for this analysis. An exception to this rule is research which

colleagues consider to be useless but that does finds its way to the public through the media.

This category is covered though by the associative method. Research has been collected from

June 2013 to March 2014.

Limitations

The database is limited to research that is produced on European soil. A few exceptions have

been made for institutes that have a global presence and a big impact on EU research. A

precondition in these cases is that the institutes are partly based in the EU. Notable examples

are the IEA, with its headquarters in Paris and the US consulting firm IHS CERA, which has

40

(22)

21 offices in ten EU member states.41 A second limitation is formed by language barriers.

Although the great majority of reports is written in English or translated into it, some reports

are not. This has been a problem is the case of a few Polish reports. If enough information

was available on the report, for example through translated executive summaries, news

reports or references in other reports, the research is included in the database. Unfortunately

in these cases it has not been possible to follow the references on which the reports were

based and the trail therefore ended there.

Due to the plurality of reports and research initiatives, the scope of the topic and the

limited time available for this thesis, the database is exhaustive. Without a doubt reports will

be missing. However, I am confident that the chance that an influential report has been

missed is small. Therefore the database is a good representation of the research landscape on

shale gas in the European Union.

Categories, tiers and preliminary insights

Three tiers

Reports under review have been categorized in the three tiers listed below in figure 4. The

distinction is based on the type of data that has been gathered and the kind of analysis that has

been applied. The first split is made between primary and secondary research. The defining

difference in this case being if the research is based on first hand data or on other research.

Reports that mix primary and secondary research are also considered primary. The difference

between tier 1 and tier 2 is the analysis applied. Tier 1 being quantitative, making use of

mathematical models, whereas tier 2 research uses qualitative analysis, e.g. interviews.

From chapter four onwards this thesis focusses on tier 1 and 2, i.e. primary research. The

first reason is that primary research forms the input for secondary research. Primary research

forms the foundation of the research landscape, and therefore forms the foundation of public

knowledge. The second reason is that this is a defined category which unmistakably classifies

as research, whereas secondary research has no clear border distinguishing it from

journalism, position papers or student papers.

(23)

22 Figure 4 schematic overview of tier subdivision, by author.

Commercial and non-commercial

Next to the tier categorization, research can be divided based on organizational features. The

primary division in this respect is between commercial and non-commercial research. This

division is based on the distinction whether or not research has economic gains as primary

goal. From the database several types of commercial and non-commercial organizations

emerged, and the different types of organizations seem to push for different goals. It is useful

to highlight here in what forms research can render economic gains as it shows the inherent

problems of commercial research in providing unbiased publicly available knowledge. First hand data collection

Quantitative analysis, using numerical data Mathematical modelling

First hand data collection

Qualitative analysis, using writen data Experts panels, interviews etc

No first hand data collection

Based on other research, literature review Position papers, updates

Prim ar y Se con d ar y Tier 3 Tier 2 Tier 1

 Incentive for high quality objective reports  But, not disclosed: no public knowledge  E.g. oil and gas companies

 Incentive for high quality objective reports  But, not free available: no public knowledge  E.g. consultants, think tanks

 Incentive for biased reports

 E.g. interest groups, oil and gas companies, commissioned reports

 Incentive to write reports that are positive for potential clients, details often undisclosed  E.g. consultants, think tanks

Sales Business improvement Lobbying Promotion 1 2 3 4 Di re ct In d ire ct

(24)

23 Commercial research is problematic as it is likely to be either unavailable for the public

or biased. The unavailability and potential bias of commercial research is a logical

consequence of its goal: to render profit. Making profit through research can be done in four

different ways.

First by selling the report. Energy consultants such as Wood Makenzy are a good

example of category one research. They produce research in order to sell it. These firms are

incentivized to produce unbiased research of the highest quality as this will increase the

value. Unfortunately the reports will off course not be publicly available, and can therefore

not be taken into account.

Category two research, conducted for business improvements, are for example geological

research by OGPs. Several test drillings performed in Europe in the past years show that

OGPs are active in geological research, and the drillings will most likely be preceded by

economic research to predict profitability. This research has a clear incentive to be objective

and of high quality. However, again, the value of these reports is based on their exclusivity

and therefore they are not publicly available.

Category three, the indirectly profitable reports, are in general publicly available, but

highly incentivized to be biased. The reports aim at producing indirect revenue through

lobbying. Lobbying activities can be directed at the government, in order to influence

legislation, or at the public to indirectly pressurize politicians. Influence groups will off

course only provide information that is supportive to their cause, and will therefore be biased.

Supplying information to the EU institutions is an effective way of lobbying. Heike

Klüver, a scholar specialized in lobbying in the EU, concluded in a statistical study that the

amount of information supplied to the institutions increases the influence of the supplier. The

level of influence in this respect depends amongst others on the complexity and salience of

the topics and the research endowments of the influence groups. In this case, with the

complex and salient issue of shale, this means that the well-endowed OGPs have a big

advantage.42 In another article Klüver also concluded that citizen support positively

influences the level of influence that an influence group can exercise.43 Therefore it is also

important to lobby the public. It can be questioned though if research, and especially primary

research, is the best instrument to influence public opinion. Perhaps more graspable

42 Heike Klüver, Informational Lobbying in the European Union: The Effect of Organizational Characteristics, West European Politics 35:3 (2012) 505-506.

(25)

24 secondary research, interpretations and journalism are more fit for this task. This could

explain why opponents of shale gas, who are generally less well-endowed, focus more efforts

on tier 3 research. As will be shown in chapter three and four, opponents of shale gas are less

active in research, and especially primary research, than the proponents. What stood out

though when creating the database is that the opponents are highly active in communication

to the public with other means, such as websites, position papers, news articles and

demonstrations.44

Fourth category research finally, that is used for promotion, is incentivized to write what

would be of interest for potential clients. This could result in biased research if there is

substantially more money available at clients that are interested in one point of view.

Furthermore, category four is likely not to disclose detailed research. Often the published

reports are meant as teasers in order to acquire clients that will pay for more detailed

research.

Chapter four will elaborate further on the organizational aspects of research in a

deep-dive on primary economic research.

Preliminary insights

The database reveals the enormous size of the shale gas research in the EU. Certainly if we

take into account that the earliest report dates from 2010, it is impressive what has been

produced over the past four years. Over 50 institutes are listed, and most of which have

produced far more than one report or article on the issue. The research is not only extensive

rated in the amount of institutes, the reports themselves are substantial as well. Only a few

consist of less than 15 pages and more than half is over 80 pages thick. The steep growth in

institutes involved indicates growing budgets and increased competition. Off course, size

does not reflect quality but it certainly is an indication of the effort put into research. Overall

this can be considered a positive thing. A potential downside of the size is the risks of

duplication and, more importantly, diffusion of information. With 50 parties offering

information it is far harder to make a distinction based on quality. In order to structure the

analysis, the reports therefore needed to be ranked in three tiers.

Three observation stand out on the actors side. First off all, at first glance, the research

does not seem to be dominated by OGPs. Less than five OGPs have produced reports. A

44 FoE, Unconventional and Unwanted (2012); http://stopclimatechange.net/main-topics/shale-gas/ -

20.06.2014; Milieudefensie, Factsheet: De risico’s van onconventioneel aardgas (2011); Environmental NGOs, Position statement on shale gas, shale oil, coal bad methane and ‘fracking’ (2012);

(26)

25 second observation is that a large number of reports are tier 3 research. This implies that this

research did not use first hand data but based their work on other research. This in itself is not

problematic, and might even be positive, but it becomes an issue if primary research is

lacking, incomplete or incorrect. Finally, the opponents of shale gas seem not to have

published a lot of research.

Conclusion: database shows large number of reports and great variety of topics

As knowledge potentially has a central role in the decision-making process and there was no

overview of the current state of knowledge the need emerged to create a research database. In

order to structure the reports they are categorized in three tiers, dividing primary qualitative

and quantitative and secondary research. Furthermore the reports are divided in commercial

and non-commercial research. This division in commercial and non-commercial is especially

useful as it gives insights in what can be expected from the reports. The theoretical

examination of how research can serve commercial goals showed that commercial research is

likely to be either biased or not publicly available.

A few preliminary insights can be drawn from the database. First of all, the research

landscape is big. The database revealed a large number of reports written by over 50 actors in

the past four years. Secondly, the research is divers. The reports cover a wide range of topics,

and are not only highlighting some elements of shale gas. Thirdly the research landscape does

not seem to be dominated by OGPs. Fourthly, the database showed that most of the research

is secondary research, that is based on other research instead of first hand data. Finally, the

(27)

26 Chapter 3 Current state of knowledge

Introduction

The previous chapter outlined how the database is created and showed some preliminary

insights. Inter alia, the database revealed the large amount of the research that has been

conducted and the variety of topics that is dealt with. The following chapters check these

insights and derive conclusions from the database.

The amplitude of the research landscape has consequences for this thesis. Time restraints

make an in-depth analysis on all reports gathered unfeasible. Therefore I have chosen for a

two-fold approach. In this chapter the first approach is executed. This consists of a inclusive

analysis on all topics that are covered by the entire research field. In order to be able to look

into all reports a generic focus is applied. The chapter concludes which topic is most

vulnerable for manipulation. This conclusion is used as starting point for the second

approach, in chapter four and five, which is exclusive. Chapter four deep-dives in the

organizational features of the most vulnerable topic. Consequently chapter five concludes

with a content analysis of the three most pivotal reports of this topic.

The primary goal of this chapter is to indicate the current status of knowledge. As

discussed previously, current consensus partially determines how vulnerable topics are for

manipulation. The vulnerability for manipulation is indicated by the level of outcome

flexibility. Outcome flexibility indicates the distance between the two most extreme plausible

answers to a question. If actor A can justify ‘5’, while actor B justifies ‘95’ the flexibility is

larger than would be the case if the two extremes are “98,1” and “98,7”. Larger uncertainty

creates larger power for those who can provide the truth. The knowledge analysis will be

accompanied by an overview of the actors who are active in research.

The issues related to shale are divided over six categories. Each category has been split in

research topics and subdivisions and is accompanied by a list of relevant research for that

category. For each subject category an analysis is included on the research coverage. The

chapter will start with an overview of topics and end with an overview of actors. The

combination of the knowledge and actors will eventually result in the conclusion whether

(28)

27 Research subjects45

Category Research topics Subdivision

Geo

lo

g

y A Resources I Availability

B Drilling conditions I Resource depth

II Rock composition

III Water availability

T ec h n o lo g

y A Production capacity I Equipment

II Infrastructure

B Innovation I Expected progress

II R&D funding

E co n o m y

A Breakeven price I Costs

II Prices

B Energy market I Demand

II Supply

III Market structure

C Economic impact I Employment

II Revenue

III Lower energy price

E n v ir o n m en t

A Pollution I Water usage

II Contamination

B Climate I GHG Emissions

II Transition fuel

So

ciety

A Nuisance I Noise

II Traffic

III Stench

B Health risks I Seismic activity

II Groundwater contamination

III Air pollution

C Benefits I Rural employment

D Risk management I Regulatory regime

Po

liti

cs

A Geopolitics I Energy Security

II EU-Russia

B EU politics I Centralization

II Corporate influence

Figure 6, overview of all topics discussed in research on shale gas, based on database.

(29)

28 1. Geology

Ge

ology

A Resources I Availability

II Location

B Subsurface conditions I Resource depth

II Rock composition

III Water availability

Figure 7, geological research topics, based on database.

Geological research revolves around two questions: how big are the recoverable levels of

shale gas and how hard will it be to extract them.

The amount of recoverable shale gas resources is subject to continuous debate. The first

estimate, still often quoted, dates back to the groundbreaking work by Hans-Holger Rogner,

then employed at Victoria University in Canada.46 Ever since a host of publications on the

subject has been produced, with only few focusing on Europe. In 2012 the ECs JRC included

an review of all unconventional gas resource estimates in an extensive report on

unconventional gas in Europe. The contribution, funded by EC and written by scholars from

UKERC, concluded that “very few estimates are available”47

on recoverable resources in

Europe. The reports that did produce European estimates all originated from non-European

institutes.

Next to this observation, JRC assessed research on North American resources, which

provides us with two valuable insights. The first insight being that large scale American shale

production led to a steep growth of research efforts. The second insight being that the average

estimates of recoverable resources has multiplied tenfold since 2006.48 Deriving from these

insights we can assume that estimate depend on production, and that estimates are likely to

change heavily over time. Graph 1 from JRC shows the big differences in global estimates

and graph 2 from IEA focusses on the differences in Polish estimates.49 The original 2011

estimates of Polish resources by the US Energy Information Administration were very high

and resulted in high hopes in Poland. Two years later though, the Polish Geological Institute

estimated their shale potential and concluded 93% - 86% lower levels, downplaying it from

5,3 TCM to 346-768BCM.50

46 H.H. Rogner, An Assessment of World Hydrocarbon Resources, Annual Review of Energy and the Environment 22:217-62 (1997); JRC, Market Impacts, 24.

47

Ibidem, 28. 48 Ibidem, 22-23. 49 Ibidem, 51-52.

(30)

29 Figure 8, differences in global recoverable resource estimates, JRC. 51

Figure 9, impact of different resource assessments on projected shale gas production in Poland, IEA. 52

Once the resources are estimated there is still the uncertainty of the exact location, and

whether the subsurface conditions allow production. The area cannot be too densely

populated, needs easy access to vast quantities of water and should not be allocated for other

usage such as agriculture. Shale gas production is rather land consuming. Especially when it

is taken into account that exactly locating recourses is only possible with extensive test

drillings. Therefore large areas should be available where OGPs have considerable leeway to

test several spots. The issue of land availability is indicated by Gény as one of the biggest

European problems compared to US conditions. Europe is too densely populated, and

therefore potential production areas are “generally too small”53.

A second branch of geological research focusses on the subsurface conditions. This

research is strongly related to the resource estimates, since the recoverable resources depend

on the subsurface condition. Specific questions in this respect are how deep the layers are

(31)

30 located and how hot they are, the level of permeability of the stone layer and the location of

water aquifers. These issues considerably affect drilling costs, as discussed under economic

topics.54

The geological research lacks substantial EU-wide primary research. Two institutes have

assessed national resources in Britain and Poland. Furthermore there are two German

initiatives, the GFZ GASH, exclusively funded by OGPs, and government backed GeoEn.

The GASH initiative planned to do primary research over the course of 2009-2012 on shale

layers of Europe, but hasn’t published any scientific articles after 2010. GeoEn started in

2010 with a timeline of six years. Up to this point it is uncertain how productive GASH and

GeoEn have been. Finally it can be assumed that OGPs that are investing in shale gas in

Europe, are also involved in geological research, but this information is not publicly

available.55

Resulting from the nascent state of test drillings and limited primary research, there is no

to be trusted baseline of European shale estimates. Many share the idea that this void will

remain as long as shale gas is not being produced in large quantities.56 As JRC puts it: “Given

the absence of production experience in most regions in the world and the number and

magnitude of uncertainties […] current resource estimates should be treated with

considerable caution.”57 A lack of a geological base-line knowledge obviously is of great

concern since it affects all other research. What would happen if the available resources in the

EU would also increase tenfold, as happened in North America, or, equally far-reaching,

decline tenfold? This would off course heavily change the debate. Contradictory, the second

problem is formed by the estimates that do exist. Even though the scholars themselves

underline the uncertainties in their work, these estimates are often presented as facts by

others.58 As original estimates are quoted, a lack of transparency about the assumptions used

comes into existence. These second hand consequences are inevitable. When research is

quoted it always loses a part of the original granularity and context. This effect is likely to be

54 Maximilian Kuhn and Frank Umbach, Strategic Perspectives of Unconventional Gas: A Game Changer With Implications for the EU’s Energy Security (2011) 33.

55

In the UK: British Geological Survey, The Carboniferous Bowland Shale Gas Study: geology and resource estimate (2013); In Germany the GFZ German Research Centre for Geosciences has been active in multiple shale gas initiatives: A. Hubner, B. Horsfield, I. Kapp, Shale Gas in Europe: pragmatic perspectives and actions, EPJ Web of Conferences 33 (2012) and GeoEn, http://www.geoen.de/ - 25.06.2014; In Poland: PGI, Lower Paleozoic Baltic-Podlasi-Lublin Basin (2012); In the Netherlands limited research by: Energy Beheer Nederland, Focus on Dutch Gas (2011); W&B, Aanvullend onderzoek (2013)

56 Kuhn, Strategic Perspectives, 33; IEA, Golden Rules, 22; UK Government: House of Commons Energy and Climate Change Committee, The Impact of Shale Gas on Energy Markets: Government Response to the Committee’s Seventh Report of Session 2012-2013 (2013) 6.

(32)

31 bigger in an area that is both highly technical and important, as is the case with geological

research. Additionally, since the estimates differ this much, it gives researchers, journalist,

politicians etc., a lot of leeway to manipulate the debate.

Figure 10, overview of actors in geological research, based on database.59

(33)

32 2. Technology

Te

chnology

A Production capacity I Equipment

II Infrastructure

B Innovation I R&D

II Expected progress

Figure 11, technological research topics, based on database.

Technological research analyses the current industrial drilling capacity, and future

technological innovation. First question is how well Europe is equipped for large scale gas

production. Is, for example, the drilling rig capacity sufficient? Is the infrastructure in the

shale rich areas suited to take the drilling equipment in, and distribute the gas out? These

issues cannot be taken for granted. It is often questioned for example if the rather remote

shale areas of Poland are fit for shale production.60 The second technology topic revolves

around innovation. Innovation is needed in order to adapt fracking techniques to European

circumstances and could play a major role in decreasing costs and risks.61 Innovation research

topic leads to the questions who should perform and pay R&D, and what progress can be

expected. Since a current decision will result in future production it is necessary to estimate

what technological conditions in those years will look like. Underestimation of innovation

will lead to overestimate of the risks and vice-versa. Therefore proper decision making is

dependent on well-managed R&D expectation.

Experts have indicated that technological issues might cause problems, or, on the

contrary, solve problems. On the skeptical side, it is notable that Europe’s shore drilling

capacity is highly underdeveloped compared to the US. In this context, consultancy firm

Ernst and Young pointed out in 2012 that there are only 50 onshore drilling rigs in the EU,

against 2000 in the US.62 Up-scaling rig numbers alone would bring serious cost,

endangering the profitability of shale gas production. Drilling rigs are only one of the

potential issues. If for example the Polish gas-pipelines are not fit for large scale production

this could prove a financial show-stopper.63 On the positive side, there is a good chance that

technology will improve and take away a lot of the issues currently labelled as problems.

According to a JRC report from 2012 innovation might be capable of decreasing drilling

costs with 30-60% and lowering water usage to zero.64 Since drilling costs and water usage

are one of the biggest disadvantages to European shale production, as will be seen in the

60 Ernst and Young, Shale gas in Europe, Revolution or Evolution? (2012) 17-18. 61 Gény, Game Changer, 72.

62 EY, Revolution or Evolution, 27. 63 Ibidem, 17-18.

Figure

Figure 1 argumentative chart of research structure, by author.
Figure 4 schematic overview of tier subdivision, by author.

References

Related documents

proprietors and qualified shareholders are subject to progressive tax on their marginal income, their after-tax income is less volatile than that accruing to the owners of widely

Overall, the response of aggregate real stock returns is positive or negative, greatly depending on whether the increase in crude oil price is driven by demand or supply shocks in

In addition, the regulation on the protection of human and natural resources in Article 33 Paragraph (3) of the 1945 Constitution before amendment has also been handed down in

sustainability of OER: In the Communiqué from the 2009 World Conference on Higher Education UNESCO asserts the ‘need for greater information, openness and

The progress of democratisation can therefore never develop if the EU’s approach towards the Bosnian politicians is one of imposing its norms and values like democracy on

You can experience the exciting motor sport action or enjoy the exhilaration of driving your own Ferrari on one of the 2015 Passione Ferrari events.. Passione Ferrari is an

The high strain-rate sensitive material models and the corresponding parameters are implemented in a full-scale crash test simulation of a vehicle model.. The necessary

[a small bed / small beds] [a small boy / small boys] [a small girl / small girls] [a small shoe/ small shoes] [a small giant/small giant] [a small forest/small forests] [a