Climate Alarmist Bob Ward’s poor analysis of Research Data

After Christopher Booker’s excellent new Report for the GWPF “Global Warming: A Case Study In Groupthink” was published on 20th February, Bob Ward (Policy and Communications Director at the Grantham Research Institute on Climate Change and the Environment at the LSE) typed a rebuttal article “Do male climate change ‘sceptics’ have a problem with women?“. Ward commenced the article with a highly misleading statement.

On 20 February, the Global Warming Policy Foundation launched a new pamphlet at the House of Lords, attacking the mainstream media for not giving more coverage to climate change ‘sceptics’.

I will lead it to the reader to judge for themselves how misleading the statement is by reading the report or alternatively reading his summary at

At Cliscep (reproduced at WUWT), Jaime Jessop has looked into Ward’s distractive claims about the GWPF gender bias. This comment by Ward particularly caught my eye.

A tracking survey commissioned by the Department for Business, Energy and Industrial Strategy showed that, in March 2017, 7.6% answered “I don’t think there is such a thing as climate change” or “Climate change is caused entirely caused by natural processes”, when asked for their views. Among men the figure was 8.1%, while for women it was 7.1%.

I looked at the Tracking Survey. It is interesting that the Summary of Key Findings contains no mention of gender bias, nor of beliefs on climate change. It is only in the Wave 21 full dataset spreadsheet that you find the results of the question 22.

Q22. Thinking about the causes of climate change, which, if any, of the following best describes your opinion?
1. Climate change is entirely caused by natural processes
2. Climate change is mainly caused by natural processes
3. Climate change is partly caused by natural processes and partly caused by human activity
4. Climate change is mainly caused by human activity
5. Climate change is entirely caused by human activity
6. I don’t think there is such a thing as climate change.
7. Don’t know
8. No opinion

Note that the first option presented to the questionee is 5, then 4, then 3, then 2, then 1. There may, therefore, be an inbuilt bias in overstating the support for Climate Change being attributed to human activity. But the data is clearly presented, so a quick pivot table was able to check Ward’s results.

The sample was of 2180 – 1090 females and 1090 males. Adding the responses  to “I don’t think there is such a thing as climate change” or “Climate change is caused entirely caused by natural processes” I get 7.16% for females – (37+41)/1090 – and 8.17% for males – (46+43)/1090. Clearly, Bob Ward has failed to remember what he was taught in high school about roundings.

Another problem is that this is raw data. The opinion pollsters have taken time and care to adjust for various demographic factors by adding a weighting to each line. On this basis, Ward should have reported 6.7% for females, 7.6% for males and 7.1% overall.

More importantly, if males tend to be more sceptical of climate change than females, then they will be less alarmist than females. But the data says something different. Of the weighted responses, to those who opted for the most extreme “Climate change is entirely caused by natural processes“, 12.5% were female and 14.5% were male. Very fractionally at the extreme, men are proportionality more alarmist than females than they are sceptical. More importantly, men are slightly more extreme in their opinions on climate change (for or against) than women.

The middle ground is the response to “Climate change is partly caused by natural processes and partly caused by human activity“. The weighted response was 44.5% female and 40.7% male, confirming that men are more extreme in their views than women.

There is a further finding that can be drawn. The projections by the IPCC for future unmitigated global warming assume that all, or the vast majority of, global warming since 1850 is human-caused. Less than 41.6% of British women and 43.2% of British men agree with this assumption that justifies climate mitigation policies.

Below are my summaries. My results are easily replicated for those with an intermediate level of proficiency in Excel.

Learning Note

The most important lesson for understanding data is to analyse that data from different perspectives, against different hypotheses. Bob Ward’s claim of a male gender bias towards climate scepticism in an opinion survey, upon a slightly broader analysis, becomes one where British males are slightly more extreme and forthright in their views than British females whether for or against. This has parallels to my conclusion when looking at the 2013 US study The Role of Conspiracist Ideation and Worldviews in Predicting Rejection of Science – Stephan Lewandowsky, Gilles E. Gignac, Klaus Oberauer. Here I found that rather than the paper’s finding that conspiracist ideation being “associated with the rejection of all scientific propositions tested”, the data strongly indicated that people with strong opinions on one subject, whether for or against, tend to have strong opinions on other subjects, whether for or against. Like with any bias of perspective, (ideological, religious, gender, race, social class, national, football team affiliation etc.) the way to counter bias is to concentrate on the data. Opinion polls are a poor starting point, but at least they may report on perspectives outside of one’s own immediate belief systems. 

Kevin Marshall

Extreme Socialist-Environmentalist Ideation as Motivation for belief in “Climate Science”


Professors Lewandowsky, Oberauer & Gignac have now produced papers two internet opinion surveys. The “Hoax” paper was from a survey placement on pro-climate science blogs. The second was from a cross-section of the US population. Both claim evidence that the rejection of “climate science” is associated with extreme “free-market worldviews”. I find two opinion surveys do show a clear relationship between the agreement with “free-market” statements and disagreement with the “climate science” statements. But in US survey clearly shows that extreme views on both “free-market” and “climate science” statements are held by tiny minorities, with most occupying the middle ground. Conversely the blog survey is dominated by responses that are both pro “climate science” and anti “free-market”. There is no evidence from the papers that enlightened expert scientists and their supporters are trying to save the world from an avoidable catastrophe, but plenty of evidence that people with strong and dogmatic political beliefs are using “climate science” as a vehicle to foist those beliefs on everybody else.



Professors Lewandowsky, Oberauer & Gignac have now produced two opinion surveys that, they claimed certain political views were behind rejection of “climate science”. In “NASA faked the moon landing:Therefore (Climate) Science is a Hoax: An Anatomy of the Motivated Rejection of Science (hereafter LOG12 (blog survey)), they say

..we find that endorsement of a laissez-faire conception of free-market economics predicts rejection of climate science.

In “The Role of Conspiracist Ideation and Worldviews in Predicting Rejection of Science” (hereafter LOG13 (US survey)), they say

Free-market worldviews are an important predictor of the rejection of scientific findings that have potential regulatory implications, such as climate science, but not necessarily of other scientific issues.

I have previously looked at the other major claim of the two studies – that conspiracist ideation leads to a rejection of science. This claim I found to be false when looking at conspiracy theories unrelated to science or policy.

In examining the relationship, I first look at the “climate science” belief against aggregate “free-market” statements. This is then put in the context of number of respondents. Then I examine the evidence presented as to whether “climate science” informs political choices of its supporters, and for the contrary view.


Evidence for “Free-market” views and rejection of “Climate-Science”

For LOG13 (US survey) study I have plotted the distribution of belief in “climate science” against belief in “free-markets”. With five “free-market” statements and options 1 to 5, the possible scores are 5 to 25. Please note that the X axis is reversed. That is, moving from left to right increases with the rejection of free markets. This is plotted against the rounded average response to the four “climate science” questions1. This “climate science” band I have colour-coded by a traffic light system, with red for reject, amber for neutral and green for accept.

The highest scores for “free-market” statements have a preponderance of the red and pink for net reject of for “climate science”. Conversely, strong belief in “climate science” is related to anti “free-market” statements, with those with no net belief either way on climate most thickly spread over the middle ground of political opinion.

This is shown by the “climate science” acceptance ratios2 against the “free-market” scores.

The graph clearly shows that the higher the score for free markets, the greater the rejection of “climate science”. The reverse relationship is not so clear-cut. Responses with the most extreme anti “free-market” opinions are not the strongest accepters of “climate science”. Further those who are in middle on the political scale are also net neutral on the climate issue.

The LOG12 (blog survey) has one extra “free-market” statement. This I have ignored for this study. With only were only four responses to each statement the aggregate possible scores range for five statements 5 to 20. Lack of a neutral option means lack of the amber “climate science band”.

Even allowing for the absence of a neutral amber option, the proportion of respondents taking the more extreme positions on climate appears much greater. This is clarified by the climate acceptance ratios.

Compared with the US population, in the blog survey rejection of the “free-market” is a much stronger predictor of the acceptance of “climate science”. Conversely, acceptance of the “free-market” is not quite so strongly associated with rejection of “climate science”, but it is still a strong association.


Numbers of Respondents

In the above I have only looked at the split belief respondents for each “free-market” score. Including the number of respondents helps clarify the picture.


There is a normal distribution of responses on “free-market” beliefs. Over a quarter of responses were net neutral. The most frequent “climate science” band is amber, with 423 (42%) of responses. The overall climate acceptance ratio is 0.09. That is the American public are neutral on “climate science”, with “accepters” being almost exactly offset by “rejecters”. Strong belief in climate change is the preserve of a small minority. Further, although the majority of the 44 responses on climate band 5 net reject the “free-market”, 13 are net accepters and 3 are neutral. Every indication is that the American public does not view global warming a pressing problem.

So where do those who frequent “pro-climate science” blogs stand?

Compared to the US public, the vast majority of respondents on the blog survey were strongly anti-free-market and also presented a very strong belief in “climate science”. The dark green strong accepters of “climate science” form 69% of total responses, outnumbering the strong rejecters more than 10 to 1. In all the furore over the blog survey paper, there was little mention, apart from by me, that a study was published on a group of people that were a very small minority of the total responses, and accessed only from blogs that are virulently hostile to their views. But for that very reason, it becomes a very good survey of the beliefs of the most fervent supporters of “climate science”.

So which comes first for these dogmatic supporters? Is it the evidence of science that leads to the necessary political policies? Or is “climate science” just a means to subvert the democratic process, and impose extreme political or pseudo-religious beliefs?


Climate Science
lead or follow Political belief?

If belief in the projected harm of rising greenhouse gas levels, the policy used to combat that issue would be closely derived from it, and tailored to it. Much in the same way that cancer treatments are closely tailored to the needs of the patient, taking into account both the effectiveness and harms of the treatment. If it is the other way round, then there will be leaps of faith, and biases all over the place.

The evidence of the two papers, and the writings of lead author Stephen Lewandowsky, show the authors to be upholding political beliefs as the driver of belief in science. Examples include

  1. The LOG12 (blog survey) paper fails to reference any overwhelming scientific evidence in favour of the catastrophic global warming hypothesis. The evidence is that the vast majority of climate scientists believe in trivial propositions. There is no evidence presented of belief in extreme versions of “climate change” by the experts. Nor is there evidence that climate scientists” are free of the normal motivations for studying a subject. That is belief in the value of the subject.
  2. The use of the term “climate denial” suggests that, for the authors, “the catastrophic global warming hypothesis” is not a normal scientific hypothesis capable of falsification by the evidence, but a self-evident truth. Thus anybody who disagrees must do so from some errant thought processes. By implication, a “free-market worldview” is also based on a set of errant beliefs.
  3. The language of the LOG13 (US survey) suggests a bias. This quote from the introduction

    People who embrace a laissez-faire vision of the free market are …… than people with an egalitarian-communitarian outlook.

    The normal term for people with a “laissez-faire vision” is “libertarian”, with the antonym being “authoritarian”. The author’s outlook is more socialist and environmentalist. The authors avoid using more meaningful terms, as that would create prejudice against their conclusions.

  4. Failure to recognise bias in the questions. Three of the five “free-market” questions contrast with an “environmentalist” alternative. Therefore, it should be no surprise that a conclusion is reached that people with a libertarian outlook “are less likely to accept that anthropogenic greenhouse gas emissions are warming the planet than people with” socialist- environmentalist views.
  5. Failure to acknowledge that the rejection of “climate science” on political grounds could be because no distinction is made in the public domain between science and policy. People who question policy, whether of wind farms or rising costs of energy, are accused of science denial. Further, the LOG12 (blog survey) shows that the strongest supporters of “climate science” believe the association.
  6. Failure to acknowledge that the language of “climate science” is similar to the language of politics, as opposed to the language of hard sciences or engineering. Particularly when some of the short-term prophesies have been contradicted, we get mealy-mouthed excuses and ex-poste justifications. Mike Haseler’s recent survey of opinions from sceptic blogs found

    ..that most of the 5,000 respondents were experienced engineers, scientists and IT professionals, most degree-qualified and around a third with post-graduate qualifications.

    People used to precise measurements and judging success by results will think “climate scientists” talk rubbish. On the other hand, mainstream politicians will understand it.

The overwhelming evidence for catastrophic climate change, the analysis of policy effectiveness and the guidelines for effective policy implementation are totally lacking.


Final Comments

What is clear from the US survey is that those with extreme belief in both climate science and socialist-environmentalist views are very few. Further, the studies present no evidence that the “scientific” views are anything more than something that those with extreme left beliefs have arrogated to push their dogmatic opinions. Yet climate mitigation means essentially removing individual freedom on certain lifestyles and democratic choice from energy policy, placing it in the hands of people with extremist and intolerant beliefs. It is not just people who oppose “climate change” who will be no longer have their opinions represented, but (in the case of the USA) the vast majority of the population.

I have found these results by various trying different hypotheses, along with comparing and contrasting between the two surveys. I have only shown my results graphically. The statistical significance of the conclusions can be calculated by others. The key relationship is in the blog survey, for the 955 responses that express overall support for the climate science statements (score 11 to 16). Magnitude of disagreement with the “free-market statements” is a strong predictor of magnitude of support for the “climate science”.

There is also a need for evaluations of the surveys by professional opinion pollsters and occupational psychologists, with experience of setting opinion surveys.

All first time comments are moderated. Please use the comments as a point of contact. I will not publish approaches in this way. All email addresses are treated as confidential. The opinions expressed are my own, and I have received no funding for this work.

Kevin Marshall

 Note – “Out of Office” until 11th Aug


  1. Climate Science Bands

    In the LOG13 questionnaire there were 5 options, from 1 for “strongly disagree” to 5 for “strongly agree”. For each respondent, the “Climate Science Band” is obtained by the rounding the average of the questions to the nearest whole number. These bands are traffic light coded as below.

    LOG12 (blog survey) did not have a neutral option, hence there is no amber.


  2. Acceptance Ratio

    There are two issues with using the average responses. First is that a negative response is a positive number. Second is that LOG12 had only four possible responses for each question, whereas LOG13 had five with the addition of a middle neutral, option. The Acceptance Ratio converts the responses as follows.

    Please note, that the calculation of the acceptance ratio is calculated from average responses to all the “climate change” questions and not on the average of the “Climate change bands.


  3. The five “Free-market” statements

    FMUnresBest     An economic system based on free markets unrestrained by government interference automatically works best to meet human needs.

    FMLimitSocial     The free market system may be efficient for resource allocation but it is limited in its capacity to promote social justice. (R)

    FMMoreImp     The preservation of the free market system is more important than localized environmental concerns.

    FMThreatEnv     Free and unregulated markets pose important threats to sustainable development. (R)

    FMUnsustain     The free market system is likely to promote unsustainable consumption. (R)