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RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
Lay perceptions of Carbon Dioxide Utilisation technologies in the United Kingdom and Germany: An exploratory qualitative interview study
Christopher R. Jonesa,*, Barbara Olfe-Kraeutleinb, Daphne Kaklamanouc
a School of Psychology, University of Surrey, Guildford, GU2 7XH, United Kingdom.
Email: [email protected]: 01483 68 2911
b Institute for Advanced Sustainability Studies e.V. (IASS), Berliner Straße 130, 14467 Potsdam, Germany.
Email: [email protected]: +49 (0)331 28822 367
c Department of Psychology, Sociology and Politics, Sheffield Hallam University, Collegiate Crescent, Sheffield S10 2BP, United Kingdom
Email: [email protected]: +44(0)114 225 4801
*Corresponding author
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RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
Abstract
Carbon Dioxide Utilisation (CDU) technologies convert Carbon Dioxide (CO2) into carbon-
based products. CDU technologies are viewed as a means of helping to address climate
change while creating commodities that can be sold to generate financial revenue. While
technical research and development into CDU options is accelerating, at present there has
been little research into public acceptance of the technology. The current study presents the
findings of a series of 28 exploratory interviews conducted with lay people in the United
Kingdom and Germany. The results show that awareness of CDU is currently very low in
both countries but that there is tentative support for the concept. This support is, however,
caveated by considerations of the techno-economic feasibility of the technology and the
societal consequences that might result from investment. While the thematic content of
discussions was similar in both countries, where appropriate any notable differences are
outlined and discussed. In addition to providing fresh insight into the emerging nature of
public perceptions and acceptance of CDU, it is reasoned that the findings of this research
could help to benefit the design of communication materials intended to engage lay-publics in
debate about the nature and purpose of CDU technologies.
Keywords
Carbon Dioxide Utilisation (CDU); Carbon Capture and Utilisation (CCU); Public
Perception; Technology Acceptance
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RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
1. Introduction
Carbon Dioxide Utilisation (CDU) technologies—also often referred to as Carbon Capture
and Utilisation (CCU) or Carbon Capture and Reuse (CCR) technologies—convert Carbon
Dioxide (CO2) via physical or chemical processes into saleable carbon-based products (e.g.
polymers, methanol). By making use of waste CO2 released by large point-source emitters
(e.g. fossil-fuel power generation, steel manufacture, etc.) or directly from the air; CDU
technologies are viewed as a means of helping to address climate change—consistent with
emerging national and international policy and legislation (e.g. that precipitating from the
‘Paris Agreement’ at COP21, see United Nations Framework Convention on Climate
Change, 2015)—while broadening the raw material base and creating commodity products
(e.g. chemicals, plastics, cement, fuels, urea) that can be sold to generate economic revenue
(Styring, Quadrelli & Armstrong, 2015).
The concept of CDU is not new and there are already mature markets for CO2-based
products like urea and sodium carbonate; however, there is growing interest in a variety of
new CDU options, including CO2-derived fuels (e.g. methanol, formic acid) and other
chemicals (e.g. acyclic carbonate, polyurethanes), which still remain at various stages of
research, demonstration and feasibility testing (Fraga & Ng, 2015; Wilson et al., 2015).
Crucially, while technical advancement of these options is accelerating, there is currently
little research into the public (and broader social) acceptability of the technologies and related
product options (see Jones, Olfe-Kraütlein, Naims & Armstrong, 2017).
The present study used exploratory semi-structured interviews in order to learn more
about the nature of emerging lay-public opinions of the technology in the United Kingdom
(UK) and Germany. There was a particular focus on the anticipated conceptual, techno-
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RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
economic and societal risks and benefits of the technology (see Jones et al., 2015). The UK
and Germany present a particularly interesting context for such investigation in Europe, due
to their prominent and advanced technical CDU research and development programmes
(Mennicken, Janz & Roth, 2016; SCOT, 2017; SETIS, 2016).
The remainder of this introduction first outlines the importance of studying the public
acceptance of technological innovation (Section 1.1), before summarizing what is currently
known about public perceptions of CDU (Section 1.2). It ends by outlining the specific aims
and objectives for the current study (Section 1.3).
1.1 Public acceptance of technological innovation
The key role that lay-publics (e.g. in their roles as voting citizens and product
consumers) have in shaping the success of technological innovation at national, local and
household levels (e.g. prospects for investment, the ability to find sites, etc.) (Devine-Wright,
2011; Wüstenhagen, Wolsink & Bürer, 2007; Upham, Oltra & Boso, 2015), has led to calls
for earlier and more participatory engagement of such publics in discussions regarding
technological and policy innovation (Chopyak, 2002; Kurath & Gisler, 2009; Jones & Jones,
2016; Wilsdon & Willis, 2004).
This is of particular importance within Westernised democracies, where policy and
institutional change typically requires the support of individuals and communities (Peterson,
Stevens & Wilson, 2015). Indeed, there are a number of instances where failures within
public engagement and deliberation have led—at least in part—to delays or curtailments to
the introduction of new technologies at both national (e.g. GM agriculture, e.g. Horlick-Jones
et al., 2007) and local levels (e.g. renewable energy technologies, e.g. Devine-Wright, 2011).
If correctly resourced and planned, such engagement activity can yield benefits for
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RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
proponents of a given innovation (Beierle & Cayford, 2002; Creighton, 2005). Timely and
meaningful engagement can for instance: (a) generate public trust in decision-makers and
promote acceptance (or tolerance) of decisions; and (b) yield key insight into the emerging
subjective perceptions of the technology (e.g. the perceived risks and benefits), which can
make a substantive contribution to decisions being made about the technology (see Stirling,
2008). For example, expert and lay judgments about the type and severity of risk posed by
hazards (including new technologies) can deviate markedly from one another (Sjöberg,
2015). By engaging with affected publics it can be possible to identify areas of divergence,
which can be useful in designing tailored education and communication strategies (Lee,
2016).
As an example, social scientific research into the lay-public perceptions of Carbon
Capture and Storage (CCS) is now fairly mature. CCS technologies capture CO2 emissions
from large point-source emitters (e.g. power plants), allowing for the transportation of the
CO2 to deep-geological storage sites (e.g. depleted oil and gas fields) (Boot-Handford et al.,
2014; Gibbins & Chalmers, 2008). The social scientific studies that have been conducted to
date have yielded key insight into attitudes towards the technology among diverse publics
(e.g. affected populations, nationally representative samples) and other stakeholders in a
number of countries (Johnsson, Reiner, Itaoka, & Herzog, 2010; Shackley et al., 2007;
Upham & Roberts, 2011). In addition to identifying some of the perceived risks and benefits
of CCS (see L’Orange Seigo et al., 2014), this research has provided a basis for the creation
of public-engagement programmes and communication materials designed to prompt more
informed discussion about the processes and principles of the technology (Ashworth et al.,
2012; Ashworth, Boughen, Mayhew, & Millar, 2010; Brunsting et al., 2011).
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RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
In short, while the ‘public face’ of technological innovation is often an afterthought
(see Apt & Fischhoff, 2006); elucidating and integrating the opinion of lay-publics (alongside
those of other social-stakeholders) into technological design, development and deployment
should be considered a priority.
1.2 Public perception of Carbon Dioxide Utilisation (CDU)
Due to the conceptual and semantic overlaps between CCS and CDU—and the fact
that CDU can be affiliated with CCS operations (Markewitz et al., 2012; Styring et al., 2015)
—it could be tempting to draw inferences about the probable lay-public response to CDU
from the extant literature on CCS. There are, however, limitations to this, not least due to the
inherent differences in the nature and intended purpose of these technologies.
The raison d’être of CCS is to combat climate change and thus public perceptions of
CCS are strongly determined by beliefs in anthropogenic climate change and the perceived
utility of CCS in combating this threat (L’Orange Seigo et al., 2014; Wallquist et al., 2012).
While CDU can also result in net reductions in CO2 emissions, the prospect of also creating
products and generating economic revenue provides a secondary purpose for investment in
the technology. Furthermore, as CDU does not necessitate the geological storage of CO2—a
commonly registered grievance with CCS—it is reasonable to hypothesise that attitudes
towards CDU might differ from those held about CCS (Bruhn, Naims & Olfe-Kräutlein,
2016).
While still at an early stage, initial attempts at conducting systematic assessments of
lay-public perceptions of CDU technologies and product options are beginning to emerge
(e.g. Jones, Kaklamanou, Stuttard, Radford & Burley, 2015; Perdan, Jones & Azapagic,
2017; van Heek, Arning & Ziefle, 2017a, 2017b). For example, Jones et al. (2015) conducted
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RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
a focus group study with adults and high school children in the UK. In addition to confirming
the low level of existing public awareness about CDU, the research highlighted some of the
emerging themes in lay-public discourse about the technology. These themes centred on: (1)
issues relating to the general concept (“should we do this?”); (2) technical issues (“can we do
this?”) and (3) societal consequences (“what will happen if we do this?”). More specifically,
concept discussions focused principally on the value of CDU in addressing climate change.
While some participants valued CDU as a means of ‘buying time’ in the fight against climate
change, others questioned the efficacy of CDU as a long-term solution to the problem (e.g.
due to the eventual re-release of the captured CO2). Technical discussions tended to centre on
concerns about the high capital-costs required to bring CDU technologies and products to
market, as well as questions about the cost-effectiveness and thermodynamic efficiency of
CO2 conversion processes. In terms of social consequences, participants spoke about a range
of issues, including perceived inconsistencies between investment in CDU and societal drives
towards sustainability. For example, some viewed CDU as something that might encourage
societal complacency in reducing carbon emissions, while others believed that CDU could be
seen as a motivating exemplar of efforts being made to address this issue.
van Heek et al. (2017a) also recently published research into the antecedents of
consumer perceptions for a CDU-derived mattress. In addition to confirming that participants
tended to have relatively positive perceptions of CDU (particularly relative to storage of
CO2), the findings also confirmed a number of things about the factors that might govern the
acceptance of consumer products derived from captured CO2. For example, the proportion of
CO2 used within the product (CO2 proportion) was not a particularly strong predictor of
product acceptance. By contrast, both: (a) the carbon emissions affiliated with a CDU-derived
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RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
mattress upon disposal (disposal conditions); and (b) the extent of any fossil-resource savings
resulting from the use of CO2 as a carbon feedstock in the manufacturing process (savings of
fossil resources), were predictive. Furthermore, where personal health risks (perceived health
complaints) were introduced and considered by participants, it was these considerations that
became the most decisive factor in shaping acceptance.
While most research in this area has, to date, been qualitative—appropriately
recognising the challenges of assessing lay-public perceptions of unfamiliar subject matter
(e.g. assessing pseudo-opinions, see Section 2.1)—recently larger, quantitative surveys have
also begun to emerge. For instance, Perdan et al. (2017) conducted a survey on 1213 UK
adults to establish the extent of awareness and acceptance of CDU (in this case referred to as
CCU). This study illustrated the very low-level of public awareness about the technology
(only 9% were confident they knew what the technology was); simultaneously highlighting
both the challenge and opportunity for proponents of the technology in securing public
acceptance.
1.3 The current study
While there is growing interest in understanding lay-public perceptions of CDU (and
affiliated product options), there still exists a paucity of published research in this field (see
Jones et al., 2017). The current study sought to address this gap by providing an exploratory
investigation of opinions about CDU within a convenience sample of interviewees from the
UK and Germany.
Twenty-eight in-depth, qualitative interviews were conducted with lay-people in
Sheffield, United Kingdom (n=18) and Potsdam/Berlin, Germany (n =10) between July 2014
and December 2015. The aim was to elucidate more about emerging perceptions of CDU in
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RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
these countries, using the concept, technical and societal consequence themes identified to
previous research as a framework for the analysis (see Jones et al., 2015).
Due to the fact that CDU facilities can be affiliated with CCS operations (e.g. Styring
et al., 2015) we were also able to investigate how extant public opinion about CCS in each
country shaped interviewee’s opinions about CDU. We were particularly keen to see if the
greater scepticism about CCS technologies in Germany relative to the UK—due to high
social and political rejection of CCS technology in Germany (Herrenbrück, 2015; Johnsson,
Reiner, Itaoka, & Herzog, 2010; Pietzner et al., 2011; Shackley et al., 2007)—would result in
the German interviewees also being more sceptical towards CDU.
2. Methods
2.1 Qualitative interview approach
Individual qualitative interviewing was selected as the preferred method of data
collection for this research. Qualitative interviewing offers a means of providing an in-depth,
discursive forum for exploratory research and has been used successfully to discover more
about the nature of expert and lay opinion of a number of emerging technologies, including
CCS (Wallquist, Visschers & Siegrist, 2009); Geoengineering (Pidgeon et al., 2012);
Hydrogen Energy Technology (Ricci, Bellaby, & Flynn, 2008) and Hydraulic Fracturing
(Ladd, 2013). Bearing in mind the unfamiliar nature of CDU technologies, qualitative
interviewing was favoured over other methods (e.g. a questionnaire-based survey) as a means
of reducing the prospect of registering pseudo-opinions.
Pseudo-opinions are weak and non-directive evaluative judgements that people
provide in responses to questions about things they know very little (if anything) about (de
Best-Waldhober, Daamen, & Faaij, 2009). Qualitative interviewing ostensibly lessens the
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RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
prospect of recording pseudo-opinions by offering the opportunity to: (a) provide participants
with more information about topic(s) under consideration; and (b) to clarify participants’
understanding before eliciting opinion. The one-on-one context can also help to lessen the
drawbacks associated with the more group-based discussion methods (e.g. group think, see
Esser, 1998), which have also been a favoured means of investigating lay-public opinion of
unfamiliar technologies like CCS (Bradbury et al., 2009; Hope & Jones, 2014; Upham &
Roberts, 2011) and CDU (Jones et al., 2015).
2.2 Participants
Eighteen people from Sheffield (UK) and 10 people from Potsdam/Berlin (Germany)
were recruited (see Table 1) to a study advertised as concerning “…new technology options
being developed to make use of the carbon dioxide produced by industrial processes, like
electricity generation”.i No prior knowledge of the technologies and/or power generation
were required to participate. In the UK only, a small participation incentive (i.e. £20
shopping-voucher) was offered.
UK-based participants (8 female and 10 male) were recruited via an advertisement on
a local online forum, an email advertisement to a University list of volunteers and via
personal contacts. This recruitment strategy resulted in a slight overrepresentation of
university research staff and students; however, a range of people from different backgrounds
(e.g. lawyer, events manager) were also recruited. The sample had a mean age of 33.7 years
(SD = 8.2; Range: 21-53). Five participants claimed to have heard of CDU but self-claimed
pre-interview knowledge of CDU was very low (Mean = 1.11, SD = 0.32).ii
German-based participants (5 female and 5 male) were recruited via personal
contacts. The final sample comprised people with a diversity of occupational backgrounds
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RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
(e.g. architect, secretary). The sample had a mean age of 44.8 years (SD =17.8; Range: 18-
76). Four participants claimed to have heard of CDU but self-reported pre-interview
knowledge of CDU was very low (Mean = 1.30, SD = 0.48).
Table 1.
Gender, age and occupation of the UK and German interviewees
Sheffield, United Kingdom
UK1 (M, 48, retired lawyer); UK2 (F, 53, community carer); UK3 (M, 38, computer
programmer); UK4 (M, 35, events manager); UK5 (F, 36, learning support provider); UK6
(F, 33, university researcher); UK7 (M, 21, university student); UK8 (F, 27, university
student); UK9 (M, 28, university researcher); UK10 (F, 40, biomedical scientist); UK11
(M, 29, research governance coordinator); UK12 (M, 29, doctor); UK13 (M, 36, university
lecturer); UK14 (F, 27, communications advisor); UK15 (M, 30, project manager); UK16
(M, 34, biotechnologist); UK17 (F, 29, research developer); UK18 (F, 23, library
assistant).
Potsdam/Berlin, Germany
GER1 (F, 27, student); GER2 (M, 39, teacher); GER3 (F, 71, retired secretary); GER4
(M, 76, retired civil servant); GER5 (F, 53, accountant); GER6 (F, 38, communications
advisor); GER7 (F, 42, occupational therapist); GER8 (M, 18, student); GER9 (M, 42,
journalist); GER10 (M, 42, architect).
Note. Gender (M = male; F = female); Age (years); Occupation (as listed by the
interviewee)
While caution should be exercised due to small and discrepant nature of the sample 11
RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
sizes, initial comparative analysis indicated that the UK and German-based samples were
equivalent in terms of the mean age, t(11.13) = 1.89, p = .088, and pre-interview knowledge
of CDU, t(13.59) = 1.11, p = .289. Fisher’s exact tests (two-tailed) confirmed that the gender
distribution (p = 1.00) and self-claimed awareness levels (p = 0.67) were also equivalent.
2.3 Materials
All materials were first created in English and then translated into German. Technical
details were developed in collaboration with the UK Centre for Carbon Dioxide Utilisation
(CDUUK) (www.sheffield.ac.uk/cduuk) and from previously published research (see Jones et
al., 2015). For the exact wording of the information, see Appendix A.
2.3.1 Interview Information Sheet and CDU presentation
The information sheet outlined the reasons for the research, provided a brief
background to CDU and introduced the data-management, analysis and ethical protocols.
Participants also received a PowerPoint presentation comprising three key sections:
(A) General Introduction. This section outlined the names and roles of the research
team, restated the project aims and provided a basic introduction to CDU (see Appendix A).
When contextualizing CDU, discussion centred upon the need to address anthropogenic CO2
emissions from large emitters like fossil-fuel power generation. Firstly, CCS was introduced
as a possible means of sequestering CO2, with the financial-cost, energy-cost and waste
implications of this option outlined as potential drawbacks. Next, CDU was introduced as an
option that could make use of some of the CO2 from processes like CCS for enhanced oil
recovery (EOR) or to make carbon-based products. In the context of product manufacture it
was suggested that CDU could help to ease the reliance on new fossil fuels in the
manufacture of these products and limit atmospheric releases of CO2. Participants were then
12
RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
shown a diagram illustrating the variety of uses for captured CO2 (see Figure 1). Participants
were told that electricity would be required to power the capture and conversion processes
and that this electricity would have to come from renewables or other low carbon sources
(e.g. nuclear power) to ensure that CDU processes yielded net reductions in CO2 emissions.
The diagram was available for participants to refer to during the Question Set 1 (see Table 2).
(B) Specific Examples. This section showcased some case-study examples of CDU.iii
Four CDU projects were briefly described: (1) German-based chemical-companies BASF and
Covestro (formerly Bayer Material Science) and the US-based company Novomer capturing
CO2 and using chemical catalysis to convert it into plastics (e.g. polypropylene and
polyurethane) for use in foams, adhesives and packaging; (2) the US-based Dakota
Gasification Company’s ‘Great Plains Synfuels Plant’ which captures and transports CO2
from coal gasification for sequestering and use in EOR in Saskatchewan, Canada; (3) German
car-manufacture Audi’s ‘e-gas’ project, which is creating synthetic gas from CO2 for use as
transport fuel and as a potential replacement for natural gas in main gas lines; and (4) UK-
based company Air Fuel Synthesis’s project to synthesise kerosene from CO2 sequestered via
direct air capture processes.
(C) Expert ratings. This section comprised a table depicting elite assessments of
CCS and six CDU options (e.g. plastics manufacture) rated against eight evaluative criteria
(e.g. technology readiness level, profit potential). The expert ratings represented the modal
estimations of a group of over 10 engineers and natural scientists with academic expertise in
CDU processes and products, recruited via the CO2Chem network (www.co2chem.co.uk).
For each evaluative criterion, higher ratings (max. 10) related to more favourable evaluations
of the CDU/CCS option. This table was used to enable participants to consider and discuss
13
RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
the relative strengths and weaknesses of CCS and the different CDU options (see Jones,
Radford, Armstrong & Styring, 2014). For the table of expert ratings and the definitions of
the evaluative criteria, see Supplementary Material (Table S1).
Fig. 1. Schematic diagram of use options for captured CO2.
The diagram illustrates how CO2 can be utilised as a resource, including options that are
already used today (e.g. utilisation of CO2 as a refrigerant), and products and processes of
different readiness levels (e.g. polycarbonates). Source: U.S. National Energy Technology
Laboratory (NETL). The figure is reproduced with the permission of the owner.
2.3.2 Pre-interview Questionnaire
This questionnaire was distributed before the interview and recorded the interviewees’
14
RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
age, gender and occupation (all free response), as well their initial self-claimed awareness
(“Have you heard of…?” Yes, No, Don’t Know [DK]) and knowledge of (“How much to do
you think you know about…?” Not a lot; A little, A fair amount; A lot) CDU.iv
2.4 Procedure
A representation of the interview procedure can be found in Figure 2. Interviews took
place in a quiet, one-to-one setting, they were semi-structured and lasted between 30-60
minutes. UK interviews took place in October 2014 and German interviews took place
between July and December 2015. All questions can be found in Table 2. Where relevant the
interviewer asked the participant to clarify unclear statements and provide fuller explanations
for their responses (see Wallquist et al., 2009).
Fig. 2. Overview of the interview procedure.
Note: Interviewees also completed a short post-interview survey (at Step 8) but the results of
15
1Information sheet provided to interviewee and consent form completed.
2Pre-interview questionnaire competed by interviewee.
3Researcher leads interviewee through Part 1 of the presentation (i.e. general introduction to the project and to CDU).
4Researcher asks interviewee Question Set 1.
5Researcher leads interviewee through Part 2 of the presention (i.e. specific case-study examples of CDU).
6Researcher asks interviewee Question Set 2.
7Researcher introduces Part 3 of the presentation (i.e. expert ratings) and asks interviewee to discuss the strengths and weaknesses of different CDU options.
8Interviewees asked if there is anything more they would like to discuss before being thanked, debriefed and dismissed.
RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
this survey are not analysed further within the current study.
Table 2.
Question schedule for interviews (semi-structured)
Question Set 1
1 Before today’s session, how much did you know about CDU?
2 Has the information you have just received changed what you know about CDU?
3 Has the information you have received had an impact on how you feel about CDU and if
so, in what way?
4 Do you think it is a reasonable technology for climate change mitigation?
5 Do you think it is a reasonable to technology for any other purposes?
6 What do you think are the general benefits of CDU technology?1
7 What do you think are the general risks of CDU technology?1
8 Is there a particular aspect of the process that you think is particularly risky?
Question Set 2:
1 What would you think if a CDU pilot project was planned to be sited near to where you
live?2
2 Generally speaking what role, if any, do you think CDU has within the UK/Germany?
3 To what extent do you think that CDU should or shouldn’t be considered as a means of
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RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
mitigating CO2 emissions from industry?
4 To what extent do you feel that CDU should or shouldn’t be considered as a solution for
climate change?
5 Do you think CDU has more environmental benefits, more economic benefits or both?
Note: 1 Participants were probed for perceived effects on the climate, on future generations
and on themselves. 2 Participants were probed for whether they though that this would be a
good or a bad thing.
2.5 Data analysis approach
Template Analysis was used to explore the data (see Brooks, McCluskey, Turley, &
King, 2015). Coding centred on the perceived advantages and disadvantages of CDU in terms
of: (a) the general concept (“should we do this?”); (b) its techno-economic feasibility (“can
we do this?”); and (c) its consequences for society (“what will happen if we do this?”) (see
Jones et al., 2015). ‘Other’ themes (e.g. comments about the interview procedure) were also
recorded and coded. Preliminary data coding was conducted on the first UK interview (UK1)
using these themes as a template. Modifications were made to the coding-template based
upon this analysis. The revised coding-template was then applied to UK2 and UK3 and any
further updates made. The revised coding-template was checked by all the authors before
being applied to the remaining UK interviews. Where relevant, codes were added/revised and
retrospectively applied to pre-coded transcripts. The final UK coding-template was then
translated into German and applied to the 10 German transcripts. The coding-template is
available within the Supplementary Material (Table S2). 17
RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
UK interview transcripts were first coded by CJ (lead author), with the coding of a
sub-sample of 3 transcripts independently checked by DK (co-author). German transcripts
were first coded by BOK (co-author), with a sub-sample of 2 transcripts independently
checked by a second, native German speaker. Any disagreements between coders were
discussed, resolved and amendments applied to the coding of all transcripts.
3. Results
There were broad similarities in the opinions expressed within the German and UK
samples. As such, the results section comprises a joint presentation of the themes arising from
these two groups; where appropriate notable differences between the cohorts are highlighted.
3.1 Comments on the CDU concept (“should we do this?”)
While there was some scepticism, interviewees were broadly supportive of the CDU
concept. This positivity was, though, often conditional on the grounds that CDU should not
be a sole focus for investment in tackling climate change. More specific conceptual
discussions of CDU centred on 3 sub-themes: (1) the utility of CDU as a means of addressing
climate change; (2) the consistency between CDU and the broader sustainability agenda; and
(3) the comparative favourability of CDU vs. other technologies, particularly CCS.
3.1.1 The utility of CDU in addressing climate change
Some participants questioned whether CDU would provide a viable answer to the
issue of climate change. Concerns mainly mapped to the belief that CDU would present an
‘end-of-pipe’ solution to carbon emissions and would not tackle their root causes.
“…[CDU] sounds as though it is a logical option compared to the storage [of CO2],
however, yes, it kind of raises questions as to whether it is focusing on the right end, is there
a way that we can reduce the CO2 that we produce in the first place?” UK14
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RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
Some interviewees also reasoned that CDU would only delay an inevitable release of
CO2 into the atmosphere and so would not hold longer-term benefits for tackling climate
change. That said, interviewees recognised that not all CDU products were equivalent in this
regard, with options offering more permanent CO2 storage seen as more preferable.
Assumptions about the scale of the contribution that CDU could make to addressing
climate change were also found to shape opinions. Where these benefits were considered
nominal, the value of the technology was questioned. That said, while CDU was not
considered to be the solution to climate change, a number of interviewees noted that it could
help to slow the problem or ‘buy time’ while more efficacious solutions were developed.
3.1.2 The consistency of CDU with the broader sustainability agenda
Some CDU products—notably plastics—were seen to conflict with societal drives
towards greater sustainability. In the UK, some interviewees also believed that CDU would
presuppose an unwelcome, continued use of fossil fuels as well as also being a risky technical
fix for what are complex environmental issues.
Sceptical interviewees also indicated that they were unclear as to the rationale behind
CDU, questioning whether the environmental motives were sincere or whether the rationale
was primarily economic. This scepticism apparently stemmed from a lack of trust in the
companies promoting the technology and led to calls among some German participants to
monitor and regulate industrial practices and products in order to confirm any claims
regarding environmental sustainability.
Alongside these more sceptical comments, however, participants also registered key
strengths to CDU in terms of encouraging sustainability. Comments related to the belief that
CDU would create a new ‘recycled’ carbon resource that could: (a) reduce raw resource
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RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
consumption by industry; (b) maximise the potential yield from existing, ‘activated’ fossil
fuels and replace their use in the manufacture of products; (c) advance innovation in science
and industry; and (d) help to move society towards a more circular economy.
“I love the idea of a circular economy; the waste of one process is being used as a
starting product for another. [CDU] is brilliant and totally fits into it, and really closes the
carbon loop that we have in our society.” UK16
3.1.3 The comparative favourability of CDU vs. other technologies.
German interviewees saw CDU to be a preferable option to CCS and responded
negatively to the affiliation of CDU with CCS; rejecting this framing on the grounds that it
did not allow for the consideration of CDU in the absence of CCS. In the UK, participants
typically viewed CCS with CDU as being the more favourable option. This preference
generally stemmed from the perceived risks and drawbacks with the underground storage of
CO2, with long-term storage was seen as wasteful, dirty or dangerous (e.g. from leakage or
explosion). This contrasted with the view of utilisation as being akin to recycling.
“[CDU] seems a lot better than [CCS], like I said before, it’s the difference between
landfill, CCS being landfill, and CDU being more akin to recycling […] My reaction to CCS
is generally that I don’t like mess that you can’t clean up properly.” UK3
Some participants were concerned that a (re-)focusing of financial investment towards
CDU could harm investment in other technologies (notably renewable energy technologies)
that are perceptively more consistent with the sustainability agenda. Where this occurred,
opinions of CDU were typically less favourable.
3.2 Techno-economic Comments (“can we do this?”)
Pragmatic considerations of technical and economic feasibility often caveated
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RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
interviewees’ positivity to the general CDU concept. While such pragmatism was often
driven by a self-claimed lack of knowledge about the technology, it was also tied to the
recognition that many CDU options were commercially unproven. Discussions broadly
mapped to 2 sub-themes: (1) the technical feasibility and the CO2-capture potential of CDU;
and (ii) the commercialisation and market potential for CDU technologies and products.
3.2.1 The technical feasibility of CDU and CO2-capture potential
Participants were generally uncertain as to the proportion of CO2 that would be
utilised via CDU processes. Where participants believed that CDU could stand to capture
large amounts of CO2—and thus register a significant impact on carbon emissions—opinions
were typically favourable. Some suggested that they would need more information regarding
the capture potential and ‘real world’ benefit of the technology before they would be willing
to support CDU.
For some participants, the early technology readiness and/or low market-penetration
of some CDU options led them to question the immediacy of any discernible benefits that
could be derived from CDU. Interviewees argued that it would be a long time before CDU
operations were on a scale that could make a meaningful contribution to global issues, such
as climate change. Moreover, it was believed that there would need to be significant
international investment—particularly from developing nations—if CDU were to make a
meaningful contribution to such issues.
“[I]t is getting people like China and India to get on board […] because they are so
big that they can make a significant impact if they do it. But if they don't then the UK is just a
fraction of the rest of the world, insignificant really in world terms” UK15
In both countries, some participants questioned whether the high energy-costs
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RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
associated with the CDU conversion processes might undermine the worth of the technology
and could lead to net increases in CO2 emissions. This scepticism was, however, sometimes
countered by the belief that financial investment in current CDU technologies could help to
increase the viability of future technology options.
3.2.2 The commercialisation and market potential for CDU
There was general uncertainty over the costs involved in commercialising CDU and
over the potential market for CDU technologies and products. It was appreciated that CDU
would have to make economic sense for investors, leading to speculation over how CDU
facilities might be funded (e.g. would there be implications for consumers). That said, many
participants did believe that making use of CO2 could yield profit for investors (e.g. either
directly or through reduced emissions taxes) and that CDU would be attractive to industry if
it could generate a cheap carbon feedstock for products.
Participants in both countries alluded to a number of economic benefits for investors
in CDU, reasoning that: (a) CDU and its products had the potential to integrate easily with
extant industrial infrastructures and (diverse) markets; and (b) there would be future domestic
and international retail markets for those investing in CDU technology research and
development.
“…if you are a front runner in developing technology then you can export and
become an expert in this at both exporting either the technology or setting up companies
elsewhere feeding in, will be good for the UK economy in the long term.” UK16
In the UK there was also a sense among a couple of interviewees that investment in
CDU could be used to enhance business credibility for investors and/or encourage welcome
investment in the renewables sector.
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RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
3.3 Societal Consequences (“what will happen if we do this?”)
Four key themes were identified: (1) the consequences of CDU for societal change; (2)
the impact on consumers; (3) the public and environmental health and safety risks; and (4)
the impacts on business and industry.
3.3.1 The consequences for societal change
Interviewees had differing views on whether investment in CDU would have positive
or negative consequences for efforts to promote more sustainable lifestyles within society.
Specifically, some participants sensed that people might use the environmental credentials of
CDU as an excuse for not living more sustainably, while others suggested that CDU could
provide a catalyst for fostering change in both the public and business sectors.
Relatedly, some interviewees noted that countries like the UK and Germany would be
setting a good example for other nations by investing in CDU, which could potentially
catalyse positive change within these other countries.
“I think it could benefit the British economy actually because then it’s something that
ultimately we take out to, sort of, developing countries that are currently going on their
industrial revolution and help making them more viable and cleaner and not damaging their
own environment as well.” UK9
3.3.2 Impacts on consumers
There was a sense that the costs associated with CDU could be quite high and would
need to be ‘picked up’ by someone. It was argued that this could be end-consumers through
inflations in the price of products, although some argued that this premium might not be an
issue if it were relatively small, optional and/or if the environmental benefits of the products
were clear.
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RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
“I could imagine that, if not mandatory, people will be convinced quickly to do their
bit out of an ecological awareness. For me personally, the ecological motivation to buy
something would be bigger than the economical one.” GER2
Concern over the potential for inflation in the price of consumer products was not
universal and the prospect that CDU might produce a low-cost source of carbon, which could
reduce—or at least mitigate increases in—the cost of consumer products (e.g. transport fuel)
was seen as a potential benefit.
3.3.3 Public and environmental health and safety risks
Interviewees’ comments regarding health and safety issues tended to focus on the
transportation and storage of captured but unused CO2. Concerns principally mapped to the
potential for leakage, explosion and related negative effects on local populations, flora and
fauna. The utilisation of CO2 was not seen as overly risky; although, there were occasional
mentions of possible hazards from the chemicals used in the conversion processes and/or the
chance of explosion or harmful emissions from these processes. Some participants also
questioned if their might be unknown risks associated with CDU-derived products.
“I think that one should know what is inside things. I do not really like the thought of
having a waste material in things that for example touch the skin, like creams or plastics in
garments. I think the same about other materials, but with CO2 even more.” GER3
In Germany, trust in regulatory systems to protect consumer-welfare was found to
increase the perceived safety of CDU-derived products. And some German interviewees were
enthused by the symbolic (‘badge of honour’) prospect of using CO2-derived products.
3.3.4 Impacts on business and industry
In both countries many comments mapped to beliefs about the use-value of CDU in
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RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
creating products (e.g. fuels, plastics) and supporting businesses and industry. Moreover,
within the UK, CDU was valued a non-disruptive technology option; i.e. something that
could reduce industrial emissions while allowing society to operate and function as normal.
“This could kind of go on in the background. Every CO2-producing power station
could adopt this technology tomorrow and nobody would notice in terms of our day-to-day
lives.” UK7
Many interviewees valued captured-CO2 both as a substitution feedstock for use in the
manufacture of carbon-based products and as something that could help to lessen the need for
crude-oil imports, thereby fostering greater energy independence. The substitution potential
of CDU-derived carbon (vs. traditionally-sourced carbon) was seen as particularly attractive
within Germany, where some interviewees referenced the country’s extant industry as
providing a good basis for investment – provided there was a business case.
A few UK interviewees also commented on the potential employment opportunities
that could be derived from the CDU industry, although there was some uncertainty over the
number and longevity of such opportunities.
3.4 Other themes
Several prominent additional themes were raised through discussion, relating to: (1)
public communication and engagement considerations; (2) facility siting and deployment
considerations; and (3) comments on the interview procedure.
3.4.1 Public communication and engagement considerations
Participants from both countries noted the value for CDU proponents in engaging in
early discussions about the technology. In part, these comments appeared to stem from the
interviewees’ personal concern that the success of the technology could be undermined by
25
RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
failures in public engagement. One UK participant spoke of the potential for the media to
amplify perceptions of technological risk, using this to highlight the value of CDU
proponents taking control over how the technology is framed and promoted.
“…the media like to make a big hoo-hah over it [new technology] and it scares
people. Then people don’t ever get facts and figures and real information. All they get is
media scare…” UK6
Interestingly, some participants also argued that care should be taken when drawing
conclusions about the public acceptability of CDU from opinion polls or surveys. Drawing on
their own lack of knowledge, they cautioned that the current low-level of public awareness
about CDU might mean that surveys would record a surface-level endorsement of the
technology, which might not translate into support for CDU when people learned more about
the technology, its purpose and implications.
3.4.2 Project siting and deployment considerations
While the prospect of local facility development was typically not deemed of personal
relevance, interviewees did note that there could be issues within communities where future
CDU facilities were planned. This again raised the importance of public-engagement and
careful site selection. Interviewees hypothesised that local resistance might form to proposals
on the grounds of unwelcome noise and visual impacts, negative effects on house prices,
construction disruption, and concern regarding the storage of captured CO2.
Some concern was expressed where participants did entertain the prospect of
development within their own community; however, this concern appeared to be tied to the
prospect of local development per se as opposed to anything specific about the facility being
involved in CDU.
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RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
“I generally do not want to have industrial plants built in my surroundings” GER4.
3.4.3 Comments on interview procedure
Interviewees typically reasoned that the information provided within the interview
had improved their understanding of CDU and/or had had a positive influence on their
attitudes. While most interviewees spoke freely within the interview, a number also registered
a desire to have more ‘facts and figures’ (e.g. about the risks and economic costs) in order to
further aid their understanding and/or confirm their beliefs about CDU.
“… I’d have to see the figures and the numbers, and things like that, before I could
say, ‘Yes, it’s a really good idea’, or ‘No, this is a terrible’…” UK1.
4. General Discussion
Overall, interviewees tended to show a ‘caveated acceptance’ of CDU, which
apparently stemmed largely from a self-claimed lack of knowledge about the technology and
questions over the magnitude of the environmental benefit that could be derived from CDU.
The fixation on the environmental benefits of CDU is logical bearing in mind the ‘framing’
used within this study, which was chosen to reflect the pro-environmental argumentation
commonly used when discussing the technology (Palanivelu, 2017; Styring et al., 2015).
In addition to shaping conceptual-level discussions of CDU, the environmental
framing also affected interviewees’ consideration of the techno-economic feasibility and
societal consequences of the technology. For instance, interviewees’ comments regarding the
early technology readiness level and CO2 capture potential of CDU, can be taken as reflecting
general concerns about the likelihood, scale and immediacy of any environmental benefits
that might be derived from the technology. Similarly, comments relating to the realisation
that investment in CDU would only occur if there was a good business case (e.g. from the
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RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
retail of expertise, technologies and products and/or enhanced business reputation, see
Karakosta, Doukas, & Psarras, 2010; Miles & Covin, 2000), could be seen to reflect concerns
that the desirable environmental benefits from CDU might be stymied by the commercial
unattractiveness of the technology. For an outline of some of the key questions and
considerations apparently shaping interviewees’ opinions of CDU, see Figure 3.
Interestingly, where there was scepticism about the environmental benefits of CDU,
this tended to drive differing responses in the UK and German-based participants. In both
countries, trust in the sincerity of proponents of the technology was questioned; however,
whereas German interviewees tended to call for the regulation of the CDU industry in order
to validate the environmental credentials of processes and products (e.g. through labelling of
consumer goods)v, UK interviewees tended to call for CDU proponents to engage in a more
honest re-framing of communications regarding the technology so as to recognise the
financial motivations for investment. This latter finding strikes parallels with research into
lay-public attitudes to CCS, indicating how publics have more trust in stakeholders when they
use arguments that more consistent with their perceived organisational motives (de Vries,
Terwel, Ellemers, & Daamen, 2015; Terwel, Harinck, Ellemers, & Daamen, 2011).
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RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
Fig. 3. Questions apparently driving perceptions of CDU
Conceptual consideration of the environmental advantage to be gained from investment in
CDU tended to be focal (consistent with the framing utilised in this study) and was also
found to largely underpin considerations of techno-economic viability and societal
consequences.
29
Conceptual considerations
Techno-economic considerationsSocietal
consequences
Does CDU offer both a good and preferred long -term option for addressing climate change?How does the CDU concept map to broader environmental sustainability drivers and initiatives?
What is the CO2 capture-potential (impact) of CDU?What are the technical efficiencies of CDU processes?Are the products and processes cost-effective for those investing in CDU?
Will CDU encourage or inhibit sustainable lifestyles?How will businesses and industry stand to benefit from investment in CDU?Are there health and safety risks from facilities and products?How will the prices of consumer products be affected?
RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
4.1 Implications, limitations and future directions
The findings of this study present new insight into emerging lay-public perceptions of
CDU technology. While exploratory in nature, we feel that the findings of this study could—
in combination with the specific, growing literature on lay-perceptions of CDU from other
sources (see Jones et al., 2017) and the established literature on the acceptance of new
technologies (see Gupta, Fischer, & Frewer, 2012; Huijts, Molin, & Steg, 2012)—help to
contribute to the development of communication materials designed to help prompt wider
public debate about CDU. This move would be consistent with drives towards greater
participation of publics in science and technology policy and decision making (see Chopyak,
2002; Kurath & Gisler, 2009) and consistent with similar efforts made in analogous
technology sectors (e.g. CCS, Ashworth et al., 2010; Ashworth et al., 2012).
There are, however, some important limitations to this study that should be considered
if seeking to utilise our findings for such purposes. Beyond the obvious limitations relating to
the relatively small and opportunistic nature of our sample—which should be addressed in
future research efforts (e.g. through more purposive sampling of interviewees)—there are
other, more specific limitations relating to the nature and extent of the information provided
to interviewees in this study.
In terms of the nature of the information provided, our chosen framing of CDU as a
‘green’ technology option was found to markedly shape interviewees’ discussions of the
technology (see Figure 3). In addition to steering discussion of the technology towards
considerations of environmental impact, couching CDU in such terms arguably also framed
the technology in a positive light. While there was certainly evidence that our interviewees
were willing to discuss the drawbacks of the technology and while our semi-structured
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RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
interview format allowed us to probe both interviewees’ negative and positive viewpoints; it
is possible that our chosen framing was partly responsible for relatively positive opinions
formed towards CDU within this study.
We feel that this limitation provides a real opportunity for future, systematic research
into the nature of lay-public attitudes towards the technology. Numerous studies indicate how
even subtle alterations to the framing of a technology (e.g. the emphasis placed upon the
different attributes of a technology) can exert impacts on perceptions of the technology,
particularly in comparative contexts and/or where technologies are unfamiliar (e.g. de Vries,
Terwel & Ellemers, 2016; Druckman & Bolsen, 2011; Jones, Eiser, & Gamble, 2012). A
logical first step in this research would be to investigate how interviewees might respond to
discussions of CDU in a context where a more balanced picture of the technology is provided
(e.g. where details about the environmental credentials of the technology are accompanied by
details relating to the potential health and safety risks of the processes and products).
Relatedly, there are questions as to what effect attempts to further dissociate CDU
from CCS would have upon people’s opinions. Within countries less amenable to CCS, like
Germany or the Netherlands (see Terwel, ter Mors & Daamen, 2012; van Os, Herber &
Scholtens, 2014), one might hypothesise that perceptions of CDU would improve with
greater dissociation from CCS. The same might not be said, however, for countries where
CCS is considered less objectionable and/or seen to augment such processes (e.g. the UK).
In addition to investigating how alterations to the thematic framing of CDU affects
opinions, there is the connected question about how the extent of the information provided to
participants might affect their opinions of the technology. Given the time restrictions placed
on the interviews, the information provided was limited in scope, which could be construed
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RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
as a limitation of this research. Indeed, while most interviewees agreed that their knowledge
of CDU had increased through participation, they still recognised that there was much they
did not know. As such, whether or not the opinions registered in our study would also arise if
interviewees were provided with more comprehensive details about the technology remains
an open question.
That being said, it has also been argued elsewhere (see Upham & Roberts, 2011;
Upham et al., 2015) that if people in real-world settings form and express opinions about new
technology based upon exposure to very limited information (e.g. short news articles), then
the opinions derived from short focus-groups or questionnaires should not be too dissimilar to
this. If so, then one could view the perceptions registered within our study to be akin in some
regards to those that might be formed outside the interview context.
Beyond developing a deeper appreciation of the public attitudes towards CDU,
another priority for future research should be to elucidate more about any perceptual
divergences in perceptions and acceptance of CDU within different groups. While an obvious
starting point for such investigations would be to explore and overlap or divergence in expert
and lay perceptions of CDU—bearing in mind the relations that this can share with
communicative and deployment issues—the research could move beyond this to investigate
the role that factors, such as education and gender cultures (Barke & Jenkins-Smith, 1993;
Lee, 2016). Furthermore, it was clear from the current research that the diffuse support for
CDU was tied, at least to some extent, to the perceived lack of personal relevance of the
technology. It remains an open question as to whether or not this diffuse support will be
retained in scenarios where participants are more directly identified as the target of risk (e.g.
recipients of a local facility) (Sjöberg, 2000).
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RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
5. Conclusion
The aim of this study was to provide fresh insight into emerging lay-public
perceptions of CDU in two European countries (i.e. the UK and Germany). We sought to
illuminate participants’ opinions regarding the general concept, its techno-economic
feasibility and the societal consequences that might result from investment in the technology.
The interviews revealed that while awareness of CDU was low, there was generally
tentative support for the concept. The caveats that interviewees placed upon their support
were manifold but appeared to primarily stem from a self-claimed lack of knowledge about
the technology, as well as scepticism over the claimed environmental benefits of the
technology. The focus on the environmental benefits of the technology appeared to relate to
the framing of CDU as a ‘green’ technology option within the interviews.
Although the opinions of our UK and German interviewees were broadly similar,
there were occasional differences. Systematic research is now required to confirm if the
themes emergent in our research are registered in larger, more diverse samples and to
establish more about the extent, nature and implications of any cross-national differences.
Finally, while we argue that the findings of this research hold potential for developing
materials designed to foster wider public debate about CDU, this aim should not be conflated
with the more simplistic objective of using information as a means of generating public
support for the technology (see Sturgis & Allum, 2004). A growing literature argues against
‘knowledge deficit’ thinking as being the root cause of objections towards technologies (and
other sources of social conflict) and also sometimes calls into question the promotion of
scientific literacy as the solution to such problems (Nisbet & Scheufele, 2009).
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RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
Acknowledgments
The authors would like to thank Rebecca L. Radford for her assistance in preparing and
conducting the UK interviews and Henriette Naims for advice and suggestions with the
German interviews. This research is funded by the CO2Chem network (www.co2chem.co.uk)
under EPSRC grants EP/H035702/1 and EP/K007947/1.
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RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
APPENDIX A
Verbal introduction provided to participants before beginning interview questions
(Note: Text was translated and read in German for the German interviews).
Carbon Dioxide (CO2) emissions from human activities, like electricity generation at
fossil fuel power stations, are believed to be contributing to global warming and climate
change. Efforts to reduce CO2 emissions from such activities are needed to combat this
problem. One method of doing this is using a process called Carbon Capture and Storage
(CCS). CCS, in basic terms, captures CO2 where it is produced (e.g., in the gas emissions
from fossil fuel power stations) where upon it can be transported and stored, deep
underground in 'geological reservoirs' (e.g., empty gas and oil fields under the North Sea).
Carbon Capture and Storage (CCS) could reduce CO2 emissions being released into the
atmosphere but it is (a) financially costly because it increases the amount of fuel needed to
run the power station; and (b) it permanently disposes of a potentially useful source of carbon
for manufacturing things.
What if some of the captured CO2 could be used to create chemicals, plastics and
other products; products that could then be sold to offset some of the costs of
CCS?
Carbon Dioxide Utilisation (CDU) technologies hold promise for making use of the CO2
from industrial processes, like fossil-fuel electricity generation. CDU uses CO2 as a source of
carbon for making things like plastics, cement, transport fuel, and pharmaceuticals. By using
CDU, it might be possible to ease our reliance as a society on freshly sourced oil, gas and
coal in the manufacture of these products. Captured CO2 can also be used to assist in the
recovery of fresh oil from oil fields (a process called enhanced oil recovery or EOR).
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RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
CDU could thus simultaneously help to limit releases of CO2 into the atmosphere
from large emitters (like power stations) and provide a use for the captured CO2.
Like CCS, CDU technologies will require a lot of energy to make them work. It is
recognised that this energy must come from renewable sources (like solar power or wind
power) to ensure that CDU technologies do not increase our reliance on fossil-fuel power
stations.
While CDU technology is well understood, at present we know much less about what the
public think of the technology. This survey is designed to investigate more about what people
think of CDU in general and will ask you to evaluate some of the CDU technology options.
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RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
SUPPLEMENTARY MATERIAL
Table S1.
Expert ratings of Carbon Capture and Storage (CCS) and Carbon Dioxide Utilisation (CDU) options against key evaluative criteria
Carbon Dioxide Utilisation (CDU) option
Evaluative Criteria CCS w/o
CDU
Aviation
Fuel
Methanol Plastics Cement Synthetic
Natural Gas
Urea
1. Profit 1 8 9 7 6 9 9
2. CO2 emissions avoided 10 7 7 4 7 9 8
3. Green Impact 5 7 8 9 9 8 9
4. Long-term CO2 storage 10 1 4 9 10 2 3
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RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
5. Ability to store renewable energy 0 7 9 5 1 10 5
6. Safety 4 7 9 9 7 9 8
7. Ease of integrating technology 3 8 8 8 9 10 9
8. Technology readiness 7 3 9 8 7 5 6
A group of >10 academic experts recruited via the CO2Chem network (www.co2chem.co.uk) were invited to evaluate CCS without CDU and 6 x CDU options against the
following evaluative criteria (September/October 2014). The evaluative criteria were selected and defined by academic experts in CDU based at the CDUUK
(www.sheffield.ac.uk/cduuk). In each case, a higher value (out of 10) is associated with better performance against that criterion. As with Jones et al. (2014), each of the
experts were invited to consider the benefits of each option when affiliated with a fossil fuel power station. The figures represent the agreed scores provided by the experts.
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RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
● Profit: An estimate of the income generation potential from the CDU option (e.g. from selling products). CCS does not generate income and increases the cost of
producing electricity, hence the score of 1.
● CO2 emissions avoided: An estimate of how much CO2 release is prevented by the technology. As CCS removes CO2 emissions from fossil fuel power generation,
the potential savings are large, hence the score of 10.
● Green Impact: An estimate of how ‘environmentally friendly’ the technology option is. With CCS, although CO2 is removed, current capture agents have poor
environmental credentials, hence the score of 5.
● Long term CO2 storage: An estimate of how long the captured CO2 is locked away for. With CCS, CO2 is stored permanently in geological formations, hence the
score of 10.
● Ability to store renewable energy: Some of the options are good potential energy stores, others are not. This figure is an estimate of each option’s ability to store
‘renewable’ energy. No renewable energy stored with CCS, hence the score of 0.
● Safety: An estimate of the safety risks associated with the technology; the higher the risk, the lower the score. Because there are risk factors in transporting
supercritical CO2 and possible unknown factors in long term storage, CCS scores 4 in this respect.
● Ease of integrating the technology: An estimate of how easy will it be to deploy the technology. CCS requires the construction of long pipelines from power plant
to the coast, with much disruption, hence the score of 3.
● Technology readiness: An estimate of how close to commercial scale deployment of the technology we are. Although some CCS pilot projects have been
constructed, these are small compared to needs for power plants, hence the score of 7.
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RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
Table S2.
The full final coding manual for CDU interviews.
Topic Sub-topics Code Description/Notes
CONCEPTUAL
RISKS/
DRAWBACKS
General (fuzzy) negativity towards concept
(A) Climate change/global warming(B) Environmental(C) Social/Economic(D) Moral/Ethical
CR1
A/B/C/D
● Unspecified/generic reasoning (e.g. I just don’t like the idea of CDU/CCU on ethical grounds).
● Use code if someone is voicing a generic negative opinion about the concept of CDU/CCU.
Wrong solution for climate change
(A) CDU/CCU delays inevitable release of CO2, not long-term solution to climate change.
(B) ‘End-of-pipe’ solution to CO2 does not tackle root of climate change issues
CR2
A/B
● CR2 differs from CR1A/B due to specificity of comment. Use this code when people are making specific reference to the use of CDU/CCU as a means of solving/tackling climate change.
● You can note if Ps do not see all CDU/CCU options as comparable (e.g. cement is OK but other options are bad).
Comparatively un-favoured technology option
(A) Other technology options preferable (B) CDU/CCU could draw interest or funding from more
preferable/better options(C) Renewable energy could be put to better use
directly/elsewhere(D) Are we tackling a problem that might not exist in the future
as Fossil Fuels will no longer be used?
CR3
A/B/C/D
● CR3A is akin to “Betting on the wrong horse”. People think that conceptually CDU/CCU is the wrong option. It differs from CR3B, where the focus is on the prospect that CDU/CCU will draw funding from other technologies.
● CR3D is where people point to the fact that the move to reduce Fossil Fuels will render investment in CDU/CCU pointless.
● You can note if Ps do not see all CDU/CCU options as comparable here (e.g. cement is OK but other options are bad)
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RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
Inconsistency with sustainability drivers
(A) Produces perceptively ‘unsustainable’ product options (e.g. fuel and plastics)
(B) Presupposes continued use of Fossil Fuels(C) Short-term technology option(D) Techno-salvation risk
CR4
A/B/C/D
● CR4A is where people feel the products of CDU/CCU are inconsistent with societal rhetoric about becoming more sustainable.
● CR4B differs from CR3D as comments relate to the fact that we will need to keep FF plant operational to fuel CDU/CCU processes.
● CR4C = Comments indicative of CDU/CCU being a short-term fix.● CR4D = Risks of putting faith in technology to solve problems.
Conceptual similarities drawn with Fracking (negative) CR5 ● Participants liken CDU/CCU to Fracking and note that this is a negative thing.
Rationale for CDU/CCU unclear
(A) Unclear who stands to benefit from CDU/CCU (e.g. is it being developed for economic/environmental reasons)
(B) Participant indicates lack of trust (or lack of sincerity) in developer/industries promoting CDU/CCU
CR6
A/B
● Comments relating to uncertainty in the reasons why CDU/CCU is being pursued (e.g. “who is it supposed to benefit and how?”).
● CR6A = specific reference to uncertainty over monetary or environmental motives. CR6B = scepticism over motives of industry.
● CR6A/B differ from OT5 as comments made are not tied to specific question about Economic or Environmental benefits + are more about the perceived rationale rather than the perceived benefits.
CONCEPTUAL BENEFITS
General (fuzzy) positivity towards concept
(A) Climate change/global warming(B) Other Environment(C) Social/Economic(D) Moral/Ethical
CB1
A/B/C/D
● Unspecified/generic reasoning (e.g. I just like the idea of CDU/CCU on ethical grounds).
● Use code if someone is voicing a generic positive opinion about the concept of CDU/CCU (e.g. “I like it” or “we need CDU”).
Holds specific benefits for tackling climate change
(A) Stop-gap technology option (i.e. could ‘buy time’ in tackling climate change)
CB2
A/B
● Specific mentions of benefits that CDU/CCU has for climate change.● CB2A = references to CDU/CCU being a useful bridging technology -
will help delay the negative effects of CO2.
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RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
(B) Will address climate change by saving CO2 ● CB2B = specific references to reduction in CO2 release and the benefit this has for climate change.
Indicative of attempts to be more sustainable
(A) Recycle/use (waste) CO2 (move towards circular economy)(B) Replaces crude oil/petrol for use in transportation,
manufacture, etc.(C) Will (conceptually) reduce raw resource consumption(D) Creates a new carbon resource (general use value)
CB3
A/B/C/D
● General references to CDU/CCU enhancing sustainability should be coded CB3.
● CB3A = should make direct reference to recycling or use of waste CO2.
● CB3C = industry will use less fresh/raw resource in manufacture.● CB3D = similar to CB3C but is more about creating a new source of
carbon.
Conceptually favoured technology
(A) Investment in CDU/CCU will spark innovation in use of CO2(B) CDU represents a ‘fresh start’(C) CDU/CCU is good if developed alongside other options(D) CDU/CCU is good use of renewable energy
CB4
A/B/C/D
● CB4A = investment in mark 1 options will spark welcome innovation around use of CO2. CB4A differs from TB3 as it talks more about general innovation around CO2 rather than innovation of CDU/CCU.
● CB4C differs from CB6 as CB6 sees CDU/CCU as a ‘lesser of two evils’ while CB4C sees CDU as an important part of the solution.
Positive comparison with CCS (and other technology)
(A) Storage of CO2 seen as wasteful (landfill)(B) Storage of CO2 seen as dirty or dangerous
CB5
A/B
● Note: most comparisons are with CCS without CDU/CCU. References to Fracking should be coded as CB7.
Reluctant or caveated acceptance of CDU/CCU technology CB6 ● Not a full endorsement. Basically the belief that If we are going to use Fossil Fuels then we might as well have CDU/CCU attached.
Conceptual differences drawn with Fracking (positive) CB7 ● Participants draw positive distinctions between CDU/CCU and Fracking and note that this is a positive thing.
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RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
TECHNO-ECONOMIC RISKS/
DRAWBACKS
Technical viability/potential for impact
(A) Minimal impact (i.e. will use minimal CO2 emissions) (B) High energy costs for conversion processes (technical
efficiencies are low/thermodynamics don’t add up)(C) We might run out of CO2 in future leaving CDU/CCU
inoperable(D) CDU/CCU might create more CO2 than it uses(E) Will need international ‘buy in’ to have meaningful
impact/benefit
TR1
A/B/C/D/E
● CDU/CCU will either not work or will only have a minimal impact. ● TR1A = minimal CO2 captured - implication is that CDU/CCU is not
worth the effort.● TR1C differs from CR3D as the suggestion is more about the viability
of CDU/CCU in a world where CO2 is not produced by industry rather than the fact that CDU will be solving a conceptual problem that doesn’t exist.
● TR1E = points to an equity and efficacy issue – why should we invest in this technology if others don’t? Our impact alone will be minimal.
Economic/Market viability
(A) High financial investment required to scale-up and bring CDU/CCU to market
(B) No suitable market for technology or product(s) -> Slow (no) return on financial investment
(C) CDU/CCU will have high operational and maintenance costs(D) Has to make economic sense for industry buy-in (CDU/CCU is
a potentially expensive source of carbon)(E) Presents unfavourable economic competition for Fossil Fuels
TR2
A/B/C/D/E
● Questions over whether CDU/CCU is economically feasible and whether industry will buy related technology and products?
● TR2A = relates to specific costs of bring technology to market.● TR2B = speaks specifically about potential market and
likelihood/speed on return on investment (if any).● TR2C = speaks about the ‘up and running’ costs of CDU/CCU.● TR2D = if CDU/CCU is not economic source of carbon then it will be a
‘difficult sell’ to industry.● TR2E = If CDU/CCU produces cheap products this could push up price
of Fossil Fuels and products derived from Fossil Fuels.
Low technology readiness
(A) Unproven commercial technology(B) Reliability risk with new technology(C) Ease of scalability and timescales to meaningful introduction
TR3
A/B/C/D
● References to CDU/CCU being at an early stage in commercialisation process, which presents risks in terms of economics/impact.
● TR3A = specific reference to the economic unknown.● TR3B = specific reference to unreliability of technology.
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RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
and impact ● TR3C = risks around timescales needed to scale up CDU/CCU to have meaningful economic/environmental consequence.
TECHNO-ECONOMIC BENEFITS
Technical viability/potential for impact TB1 ● Participant points to the potential for large capture/impact potential (e.g. “this could work and make use of a lot of CO2”).
Economic/Market viability
(A) Integration potential with current infrastructures and (diverse) markets
(B) Making use of waste CO2 creates revenue(C) Generates a cheap carbon feedstock for product
manufacture (benefit to industry)(D) PR or marketing angle for investors(E) Opportunity to retail technology to developing nations
TB2
A/B/C/D/E
● References to belief that CDU/CCU could have meaningful markets, makes economic sense. TB2 differs from TB4 where CDU/CCU is seen to increase economic viability of CCS.
● TB2B = implication is that revenue can offset costs of process.● TB2C = specifically we are looking at financial benefit to industry
from CDU/CCU producing competitive source of carbon.● TB2D = CDU/CCU presents a ‘good news’ story for investors, which
could improve trust in brand or be used to promote product sales.● TB2E = differs from TB2D as is looking at retail the technology of
CDU/CCU to other nations due to our advanced knowledge.
Technical and economic innovation potential TB3 ● Investment now will improve efficiency/effectiveness and cost of future CDU/CCU technology. Note: differs from CB4A as participants are talking about specific rather than general innovation.
Positive effect on other technology
(A) Increases economic viability of CCS(B) Will lead to investment in renewables(C) Will benefit Fossil Fuel industry (e.g. reduce cost, increase
longevity and helps them to hit emissions targets).
TB4
A/B/C
● TB4 covers positive techno-economic impacts of investment in CDU/CCU for other technologies.
● TB4B = thrust is that CDU/CCU will (indirectly) increase share of renewables in energy mix, which is a good thing.
● TB4C = CDU/CCU will make extant Fossil Fuel industry more viable/competitive, which is a good thing.
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RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
SOCIETAL RISKS/
DRAWBACKS
Could inhibit necessary societal change
(A) delay consumer lifestyle/attitude change(B) delay business/industry practice change
SR1
A/B
● CDU/CCU could be used as an excuse not to change practices – suggestion is that if CO2 is being used then we (public/industry) can continue to produce it. Use SR1A/B to differentiate as necessary.
Public/environmental health and safety risks
(A) from chemicals used in process(B) from storage aspect of process (Note: includes
explosions/emissions from stored CO2)(C) Explosions and emissions related to CDU/CCU process (D) Unknown risks from CDU/CCU products
SR2
A/B/C/D
● Code speaks about all health/safety risks from all aspects of process including the storage (CCS) process. Make sure to differentiate where people are talking about issues with storage vs. use.
● SR2C = specifically relates to explosions and emissions from ‘capture’ and ‘transportation’ aspect of process.
● SR2D = people believe chemicals in CDU/CCU products could have risks (e.g. negative health effects).
CDU/CCU will promote CCS technologies SR3 ● CCS is seen as negative option and thought that CDU/CCU makes CCS more viable is bad (Note: This view wasn’t registered in the UK).
Communication consideration
(A) Level of public awareness/knowledge low -> mindless public endorsement of technology.
(B) Need for transparent communication + from trusted source(C) Potential for media amplification of risk(D) Potential for differences in industry vs. public perceptions of
rationale for CDU/CCU
SR4
A/B/C/D
● Noted issue with mindless endorsement (SR4A) is that it might not reflect actual opinion when people learn more.
● SR4C = Media amplification seen as problematic as this might sway people from a conceptually positive technology.
● SR4D = Differences in industry/public rationale could lead to miscommunication.
Siting/Deployment considerations SR5 ● Issues/considerations relating to siting of CDU/CCU plant. Responses generally yielded in response to direct question.
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RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
(A) General potential for local opposition to facilities (e.g. NIMBY) + will need to be sited in the right places
(B) Need to secure regulatory/governmental approval(C) Specific facility impacts: Unwelcome visual/noise impact from
facilities, construction disruption, space required by facility, negative affect on house prices.
(D) Local siting will be a non-event/will be fine (+)(E) Need for appropriate public engagement around
developments
A/B/C/D/E
● SR5A = discussion about own or others’ likelihood of rejection.● SR5B = thrust is that regulatory approval is not assured.● SR5D = differs from OT3 as reference specifically concerns the
prospect of a local facility.● SR5E = differs from OT1 or OT2 as participant is specifically talking
about need for engagement in response to proposed facilities, rather than discussion of CDU in general.
Increased cost of products from CDU/CCU
(A) High cost of carbon will increase price of products for consumers
(B) Environmental benefits will need to be obvious for public to pay more for CDU/CCU derived products
SR6
A/B
● SR6A = relates to TR2 but relates specifically to societal consequences of use of CDU/CCU for the retail cost of products – who is going to pick up the bill?
● SR6B = public will only be willing to pay potentially inflated prices for CDU/CCU if environmental benefits are clear.
SOCIETAL BENEFITS
Could promote necessary societal change
(A) Promote consumer lifestyle/attitude change(B) Promote business/industry practice change(C) Identifies UK/Germany as an innovator/leader -> potential to
lead by example and change practices in other countries.
SB1
A/B/C
● Theme runs converse to SR1. Thrust is that CDU/CCU is a catalyst for change among the public (SB1A) or industry (SB1B).
● SB1C = thrust is that explicit/public investment in technology could promote other countries to change practices/invest in CDU/CCU.
Could create new employment opportunities (+)
(A) Skilled jobs only (-)(B) Not many jobs (-)
SB2
A/B
● General mentions of jobs/employment should be coded with SB2. ● Caveats on the employment opportunity should use A/B.
Will generate ‘useful’ and ‘necessary’ products SB3 ● Most mentions are to the general usefulness of CDU/CCU in terms of
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RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
(A) Yields a sustainable source of carbon/presents substitution option for Fossil Fuel derived CO2
(B) Will produce products to plug the energy gap
A/B
producing necessary products (SB3).● SB3A = specific mentions of CDU/CCU deriving a sustainable carbon
feedstock for product manufacture. ● SB3B = participant specifically references CDU/CCU for filling an
emerging energy gap.
Lower political and import dependencies SB4 ● Theme relates to reduced reliance on import crude oil for chemical/energy industry and the Increased security of supply and economic certainty this will bring.
Non-disruptive technology option SB5 ● CDU/CCU will allow for incremental societal change or business as usual approach to life, seen as positive.
Decreased cost of products from CDU/CCU (benefits for consumers) SB6 ● CDU/CCU will create a cheap source of carbon that will reduce cost of products for consumers. Note: SB6 differs from TB2C as benefit is derived by consumers rather than industry.
OTHER CODES
Participant comments on interview procedure
(A) Has improved understanding of CDU/CCU (+)(B) Has stimulated desire to learn more (+)(C) Specific lack of discussion of risks of CDU/CCU (-)(D) Participant wants more “facts and figures”(E) Has improved attitude to CDU/CCU (+)(F) Has worsened attitude to CDU/CCU (-)
OT1
A/B/C/D/E/F
● Theme relates to comments made by participant about what impact the interview has had on them and/or what they think the interview is lacking (e.g. discussion of risk).
● OT1D = participant is referencing their own lack of knowledge per se but is pointing to the need for more facts/information before they can make an informed judgement.
Participant knowledge factors OT2 ● Participant references the fact they know very little – uses this to caveat their responses.
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RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
(A) Participant indicates they have lack of knowledge (general)(B) Participant indicates they have lack of knowledge (risks)(C) Participant confuses technical processes/terminology or
conflates CDU/CCU with other technology (e.g. CCS)
A/B/C ● Where participant conflates CDU with other technology, ensure this is a mistake rather than participant talking about, e.g., fuels as an option from CDU/CCU.
CDU/CCU is of little personal consequence OT3 ● Ps think that CDU/CCU will not affect them -> wonder why they are being interviewed. Note: differs from SR5D as OT3 is not talking about a specific facility but about CDU/CCU in general.
Economic vs. Environmental benefit for CDU/CCU
(A) Economic > environment benefit(B) Environment > economic benefit(C) Neither economic or environment benefit(D) Equal (indistinguishable) economic & environmental benefit
OT5
A/B/C/D
● Generally this theme should be used to code direct responses to the question as to whether CDU/CCU holds more environmental or economic benefits. It can be used elsewhere though.
● Specific references to differences in the likely motivators of public (environment) and industry (economic) support should be coded differently (e.g. TR2D, SR6B).
ADDITIONAL CONSIDERATIONS…
(1) MAKE A NOTE OF THE CDU/CCU OPTIONS PEOPLE FAVOUR/DISLIKE AND THE REASONS WHY.(2) MAKE A NOTE OF WHERE OPINIONS EXPRESSED ARE PARTICULARLY FIRM/STRONG OR TENTATIVE/WEAK.
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RUNNING HEAD: Lay perceptions of Carbon Dioxide Utilisation (CDU) technologies
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i Due to time and budgetary constraints the interviewee sample sizes in each country were not
matched. However, as the intent behind this exploratory qualitative study was not to statistically
compare and contrast the opinions of demographically representative samples from each country,
this discrepancy in sample size was not considered to significantly undermine the purpose of the
study.
ii How much do you think you know about CDU (1 = Not a lot; 2 = A little; 3 = A fair amount; 4 =
A lot).
iii These case studies were active at the times of the research.
iv The questionnaire used within this study was the same as that used by Jones et al. (2014). As such,
it also contained additional questions relating to interviewee’s awareness and knowledge of CCS, as
well as their attitudes (“Overall, what is your attitude to…?” Very positive; Fairly positive;
Neutral; Fairly negative; Very negative; DK) and attitude certainty (“How certain or uncertain are
you of your attitude to…?” Very certain; Fairly Certain; Neutral; Fairly Uncertain; Very Uncertain;
DK) regarding both CDU and CCS. The survey was also administered both pre- and post-interview
offering the potential to assess changes in awareness and attitudes resulting from participation
within the interview procedure. However, due to the relatively small (and therefore statistically
underpowered) sample size and qualitative nature of the current study, the responses to these
additional questions are not analysed further.
v In the Germany-based sample, trust in regulation was seen to quell some of the uncertainty relating
to CDU. This is akin to findings of research into other technologies (e.g. agri-food technologies,
Frewer et al., 2011).