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Dan M. Kahan Yale University & many x 10 3 others www.culturalcognition.net WTF?! The “ ‘According to climate scientists,’...” paradox
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0.1.2.3.4.5.6.7.8.9 1 -1.8011.8 left_right Very liberal Strong Democrat Liberal Democrat Moderate Independent Left_right Data source: CCP/Annenberg Public Policy Cntr, Jan. 5-19, 2016. N = 2389. Locally weighted regression. “Left_right” scale comprises responses to 5-point liberal- conservative ideology and 7-point party-identification measures. Bars denote 0.95 CIs. Very Conservative Strong Republican Conservative Republican There is “solid evidence” of recent global warming due “mostly” to “human activity such as burning fossil fuels.” [agree/disagree] Probability of answering agreeing
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0.1.2.3.4.5.6.7.8.9 1 -1.8011.8 left_right Very liberal Strong Democrat Liberal Democrat Moderate Independent Left_right Data source: CCP/Annenberg Public Policy Cntr, Jan. 5-19, 2016. N = 2389. Locally weighted regression. “Left_right” scale comprises responses to 5-point liberal- conservative ideology and 7-point party-identification measures. Bars denote 0.95 CIs. Very Conservative Strong Republican Conservative Republican There is “solid evidence” of recent global warming due “mostly” to “human activity such as burning fossil fuels.” [agree/disagree] Probability of answering agreeing
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0.1.2.3.4.5.6.7.8.9 1 -1.8011.8 left_right Very liberal Strong Democrat Liberal Democrat Moderate Independent Left_right Very Conservative Strong Republican Conservative Republican There is “solid evidence” of recent global warming due “mostly” to “human activity such as burning fossil fuels.” [agree/disagree] Probability of answering agreeing Data source: CCP/Annenberg Public Policy Cntr, Jan. 5-19, 2016. N = 2389. Logistic re “Left_right” scale comprises responses to 5-point liberal-conservative ideology and 7- point party-identification measures. Bars denote 0.95 CIs. What? You don’t like my spikes? Well piss off, then!
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0.1.2.3.4.5.6.7.8.9 1 -1.8011.8 left_right “... human-caused global warming will result in flooding of many coastal regions.” [True or False] Very liberal Strong Democrat Liberal Democrat Moderate Independent Left_right Probability of answering “true” Very Conservative Strong Republican Conservative Republican Data source: CCP/Annenberg Public Policy Cntr, Jan. 5-19, 2016. N = 1166. Logistic regression. “Left_right” scale comprises responses to 5-point liberal-conservative ideology and 7-point party-identification measures. Bars denote 0.95 CIs.
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0.1.2.3.4.5.6.7.8.9 1 -1.8011.8 left_right “... human-caused global warming will result in flooding of many coastal regions.” [True or False] Very liberal Strong Democrat Liberal Democrat Moderate Independent Left_right Probability of answering “true” Very Conservative Strong Republican Conservative Republican Data source: CCP/Annenberg Public Policy Cntr, Jan. 5-19, 2016. N = 1166. Logistic regression. “Left_right” scale comprises responses to 5-point liberal-conservative ideology and 7-point party-identification measures. Bars denote 0.95 CIs.
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Very liberal Strong Democrat Liberal Democrat Moderate Independent Left_right “... nuclear power generation contributes to global warming.” [True or False] Probability of answering “true” Very Conservative Strong Republican Conservative Republican 0.1.2.3.4.5.6.7.8.9 1 -1.8011.8 Data source: CCP/Annenberg Public Policy Cntr, Jan. 5-19, 2016. N = 1166. Logistic regression. “Left_right” scale comprises responses to 5-point liberal-conservative ideology and 7-point party-identification measures. Bars denote 0.95 CIs.
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Very liberal Strong Democrat Liberal Democrat Moderate Independent Left_right “... nuclear power generation contributes to global warming.” [True or False] Probability of answering “true” Very Conservative Strong Republican Conservative Republican 0.1.2.3.4.5.6.7.8.9 1 -1.8011.8 Data source: CCP/Annenberg Public Policy Cntr, Jan. 5-19, 2016. N = 1166. Logistic regression. “Left_right” scale comprises responses to 5-point liberal-conservative ideology and 7-point party-identification measures. Bars denote 0.95 CIs.
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0.1.2.3.4.5.6.7.8.9 1 -1.8011.8 left_right “... human-caused global warming will result in flooding of many coastal regions.” [True or False] Very liberal Strong Democrat Liberal Democrat Moderate Independent Left_right Probability of answering “true” Very Conservative Strong Republican Conservative Republican Data source: CCP/Annenberg Public Policy Cntr, Jan. 5-19, 2016. N = 1166. Logistic regression. “Left_right” scale comprises responses to 5-point liberal-conservative ideology and 7-point party-identification measures. Bars denote 0.95 CIs.
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0.1.2.3.4.5.6.7.8.9 1 -1.8011.8 left_right “... human-caused global warming will result in flooding of many coastal regions.” [True or False] Very liberal Strong Democrat Liberal Democrat Moderate Independent Left_right Very Conservative Strong Republican Conservative Republican Probability of correct response Data source: CCP/Annenberg Public Policy Cntr, Jan. 5-19, 2016. N = 1166. Logistic regression. “Left_right” scale comprises responses to 5-point liberal-conservative ideology and 7-point party-identification measures. Bars denote 0.95 CIs.
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Very liberal Strong Democrat Liberal Democrat Moderate Independent Left_right “... nuclear power generation contributes to global warming.” [True or False] Probability of correct response Very Conservative Strong Republican Conservative Republican 0.1.2.3.4.5.6.7.8.9 1 -1.8011.8 Data source: CCP/Annenberg Public Policy Cntr, Jan. 5-19, 2016. N = 1166. Logistic regression. “Left_right” scale comprises responses to 5-point liberal-conservative ideology and 7-point party-identification measures. Bars denote 0.95 CIs.
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Ideological symmetric climate illiteracy...
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The identity-knowledge confound... 1.What you “believe” about climate change doesn’t reflect what you know; it expresses who you are. 2.What you “know” about climate change doesn’t reflect what what you know about it either; it expresses who you are, too!
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The identity-knowledge confound... 1.What you “believe” about climate change doesn’t reflect what you know; it expresses who you are. 2.What you “know” about climate change doesn’t reflect what what you know about it either; it expresses who you are, too!
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The identity-knowledge confound... 1.What you “believe” about climate change doesn’t reflect what you know; it expresses who you are. 2.What you “know” about climate change doesn’t reflect what what you know about it either; it expresses who you are, too!
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The identity-knowledge confound... 1.What you “believe” about climate change doesn’t reflect what you know; it expresses who you are. 2.What you “know” about climate change doesn’t reflect what what you know about it either; it expresses who you are, too!
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r = - 0.65, p < 0.01
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The identity-knowledge confound... 1.What you “believe” about climate change doesn’t reflect what you know; it expresses who you are. 2.What you “know” about climate change doesn’t reflect what what you know about it either; it expresses who you are, too!
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The identity-knowledge confound... 1.What you “believe” about climate change doesn’t reflect what you know; it expresses who you are. 2.What you “know” about climate change doesn’t reflect what what you know about it either; it expresses who you are, too!
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The identity-knowledge confound... 1.What you “believe” about climate change doesn’t reflect what you know; it expresses who you are. 2.What you “know” about climate change doesn’t reflect what you know about it either; it expresses who you are, too!
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The identity-knowledge confound... 1.What you “believe” about climate change doesn’t reflect what you know; it expresses who you are. 2.What you “know” about climate change doesn’t reflect what you know about it either; it expresses who you are, too!
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1994 2010
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Unconfounding knowledge & identity: Evolution
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Unconfounding knowledge & identity: Climate change There is “solid evidence” of recent global warming due “mostly” to “human activity such as burning fossil fuels.” [agree/disagree] bars denote 0.95 CIs
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Unconfounding knowledge & identity: Climate change There is “solid evidence” of recent global warming due “mostly” to “human activity such as burning fossil fuels.” [agree/disagree] bars denote 0.95 CIs
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Unconfounding knowledge & identity: Climate change There is “solid evidence” of recent global warming due “mostly” to “human activity such as burning fossil fuels.” [agree/disagree] bars denote 0.95 CIs
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“human-caused global warming will result in flooding of many coastal regions.” [True or False] “nuclear power generation contributes to global warming.” [True or False] Ordinary Climate Science Intelligence 2.0 sample items
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without prefix: “... ” “human-caused global warming will result in flooding of many coastal regions.” [True or False] “nuclear power generation contributes to global warming.” [True or False] Ordinary Climate Science Intelligence 2.0 sample items
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“human-caused global warming will result in flooding of many coastal regions.” [True or False] “nuclear power generation contributes to global warming.” [True or False] without prefix: “... ” with prefix: “According to climate scientists,...” Ordinary Climate Science Intelligence 2.0 sample items
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0.1.2.3.4.5.6.7.8.9 1 -1.8011.8 left_right “... human-caused global warming will result in flooding of many coastal regions.” [True or False] Very liberal Strong Democrat Liberal Democrat Moderate Independent Left_right Very Conservative Strong Republican Conservative Republican Probability of correct response Data source: CCP/Annenberg Public Policy Cntr, Jan. 5-19, 2016. N = 1166. Logistic regression. “Left_right” scale comprises responses to 5-point liberal-conservative ideology and 7-point party-identification measures. Bars denote 0.95 CIs. without prefix
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0.1.2.3.4.5.6.7.8.9 1 -1.8011.8 left_right “... human-caused global warming will result in flooding of many coastal regions.” [True or False] Very liberal Strong Democrat Liberal Democrat Moderate Independent Left_right Very Conservative Strong Republican Conservative Republican Probability of correct response without prefix Data source: CCP/Annenberg Public Policy Cntr, Jan. 5-19, 2016. N = 1166. Locally weighted regression. “Left_right” scale comprises responses to 5-point liberal- conservative ideology and 7-point party-identification measures.
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0.1.2.3.4.5.6.7.8.9 1 -1.8011.8 left_right “... human-caused global warming will result in flooding of many coastal regions.” [True or False] Very liberal Strong Democrat Liberal Democrat Moderate Independent Left_right Very Conservative Strong Republican Conservative Republican Probability of correct response without prefix with prefix Data source: CCP/Annenberg Public Policy Cntr, Jan. 5-19, 2016. N = 1166. Locally weighted regression. “Left_right” scale comprises responses to 5-point liberal- conservative ideology and 7-point party-identification measures.
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Very liberal Strong Democrat Liberal Democrat Moderate Independent Left_right “... nuclear power generation contributes to global warming.” [True or False] Very Conservative Strong Republican Conservative Republican 0.1.2.3.4.5.6.7.8.9 1 -1.8011.8 without prefix Probability of correct response Data source: CCP/Annenberg Public Policy Cntr, Jan. 5-19, 2016. N = 1166. Locally weighted regression. “Left_right” scale comprises responses to 5-point liberal- conservative ideology and 7-point party-identification measures.
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Very liberal Strong Democrat Liberal Democrat Moderate Independent Left_right “... nuclear power generation contributes to global warming.” [True or False] Very Conservative Strong Republican Conservative Republican 0.1.2.3.4.5.6.7.8.9 1 -1.8011.8 without prefix with prefix Probability of correct response Data source: CCP/Annenberg Public Policy Cntr, Jan. 5-19, 2016. N = 1166. Locally weighted regression. “Left_right” scale comprises responses to 5-point liberal- conservative ideology and 7-point party-identification measures.
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“Ordinary Science Intelligence” Assessment OSI_1.0OSI_2.0
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“... human-caused global warming will result in flooding of many coastal regions.” [True or False] Probability of correct response Ordinary Science Intelligence (percentile) Locally weighted regression. “Above avg” & “below avg” Left_Right” based on subjects’ scores in relation to mean on left_right scale. below avg left_right no prefix above avg left_right no prefix “... nuclear power generation contributes to global warming.” [True or False] Probability of correct response below avg left_right, prefix above avg left_right prefix
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“... human-caused global warming will result in flooding of many coastal regions.” [True or False] Probability of correct response Ordinary Science Intelligence (percentile) Locally weighted regression. “Above avg” & “below avg” Left_Right” based on subjects’ scores in relation to mean on left_right scale. below avg left_right no prefix above avg left_right no prefix Probability of correct response below avg left_right, with prefix above avg left_right with prefix “... nuclear power generation contributes to global warming.” [True or False]
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“... human-caused global warming will result in flooding of many coastal regions.” [True or False] Probability of correct response Ordinary Science Intelligence (percentile) Locally weighted regression. “Above avg” & “below avg” Left_Right” based on subjects’ scores in relation to mean on left_right scale. below avg left_right no prefix above avg left_right no prefix Probability of correct response below avg left_right, with prefix above avg left_right with prefix “... nuclear power generation contributes to global warming.” [True or False] below avg left_right, with prefix above avg left_right with prefix
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“... human-caused global warming will result in flooding of many coastal regions.” [True or False] Probability of correct response Ordinary Science Intelligence (percentile) Locally weighted regression. “Above avg” & “below avg” Left_Right” based on subjects’ scores in relation to mean on left_right scale. below avg left_right without prefix above avg left_right no prefix Probability of correct response “... nuclear power generation contributes to global warming.” [True or False] below avg left_right, with prefix above avg left_right with prefix below avg left_right, with prefix above avg left_right with prefix
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“... human-caused global warming will result in flooding of many coastal regions.” [True or False] Probability of correct response Ordinary Science Intelligence (percentile) Locally weighted regression. “Above avg” & “below avg” Left_Right” based on subjects’ scores in relation to mean on left_right scale. above avg left_right without prefix Probability of correct response “... nuclear power generation contributes to global warming.” [True or False] below avg left_right, with prefix above avg left_right with prefix below avg left_right, with prefix above avg left_right with prefix below avg left_right without prefix
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“... human-caused global warming will result in flooding of many coastal regions.” [True or False] Probability of correct response Ordinary Science Intelligence (percentile) Locally weighted regression. “Above avg” & “below avg” Left_Right” based on subjects’ scores in relation to mean on left_right scale. Probability of correct response “... nuclear power generation contributes to global warming.” [True or False] below avg left_right, with prefix above avg left_right with prefix above avg left_right without prefix above avg left_right without prefix below avg left_right without prefix below avg left_right, with prefix above avg left_right with prefix
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“... human-caused global warming will result in flooding of many coastal regions.” [True or False] Probability of correct response Ordinary Science Intelligence (percentile) above avg left_right without prefix below avg left_right without prefix Probability of correct response “... nuclear power generation contributes to global warming.” [True or False] Locally weighted regression. “Above avg” & “below avg” Left_Right” based on subjects’ scores in relation to mean on left_right scale. below avg left_right, with prefix above avg left_right with prefix above avg left_right without prefix below avg left_right, with prefix above avg left_right with prefix below avg left_right without prefix
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Ideological symmetric climate illiteracy...
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Prefix impact: how much more likely a partisan is to give the identity-congruent wrong answer when the “according climate scientists” prefix is removed:
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OSI_1.0 science comprehension (OSI_1.0) # correct
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Colored bars denote 0.95 CIs. Liberal Democrat Conservative Republican “System 2 motivated reasoning”
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But according to climate scientists, are humans causing climate change? probability of agreeing
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But according to climate scientists, are humans causing climate change? probability of agreeing
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What you believe about scientific-consensus on climate change doesn’t reflect what you know;... probability of agreeing
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What you believe about scientific-consensus on climate change doesn’t reflect what you know; it expresses who you are... probability of agreeing
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"believe in" AGW What you believe about scientific-consensus on climate change doesn’t reflect what you know; it expresses who you are... probability of agreeing
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"believe in" AGW What you believe about scientific-consensus on climate change doesn’t reflect what you know; it expresses who you are... WTF? probability of agreeing
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"believe in" AGW How can the same proposition—according to climate scientists, humans are causing global warming—both provoke expression of identity... probability of agreeing
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“... human-caused global warming will result in flooding of many coastal regions.” [True or False] “... nuclear power generation contributes to global warming.” [True or False] How can the same proposition—according to climate scientists, humans are causing global warming—both provoke expression of identity and unconfound identity & knowledge?
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“... human-caused global warming will result in flooding of many coastal regions.” [True or False] “... nuclear power generation contributes to global warming.” [True or False] How can the same proposition—“according to climate scientists, humans are causing global warming”—both provoke expression of identity and unconfound identity & knowledge? WTF?!
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Two “solutions”: 1. 2. How can the same proposition—according to climate scientists, humans are causing global warming—both provoke expression of identity and unconfound identity & knowledge? WTF?!
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Two “solutions”: 1. “Authority of science...” 2. How can the same proposition—according to climate scientists, humans are causing global warming—both provoke expression of identity and unconfound identity & knowledge? WTF?!
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“... human-caused global warming will result in flooding of many coastal regions.” [True or False] Probability of correct response Ordinary Science Intelligence (percentile) above avg left_right without prefix below avg left_right without prefix Probability of correct response “... nuclear power generation contributes to global warming.” [True or False] Locally weighted regression. “Above avg” & “below avg” Left_Right” based on subjects’ scores in relation to mean on left_right scale. below avg left_right, with prefix above avg left_right with prefix above avg left_right without prefix below avg left_right without prefix below avg left_right, with prefix above avg left_right with prefix
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"believe in" AGW What you believe about scientific-consensus on climate change doesn’t reflect what you know; it expresses who you are...
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“... human-caused global warming will result in flooding of many coastal regions.” [True or False] Probability of correct response Ordinary Science Intelligence (percentile) above avg left_right without prefix below avg left_right without prefix Probability of correct response “... nuclear power generation contributes to global warming.” [True or False] Locally weighted regression. “Above avg” & “below avg” Left_Right” based on subjects’ scores in relation to mean on left_right scale. below avg left_right, with prefix above avg left_right with prefix above avg left_right without prefix below avg left_right without prefix below avg left_right, with prefix above avg left_right with prefix
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"believe in" AGW What you believe about scientific-consensus on climate change doesn’t reflect what you know; it expresses who you are...
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The paradox: why does prefix—“according to climate scientists...”— abate polarization on facts if partisans are polarized on what “climate scientists” believe? Two “solutions”: 1. “Authority of science...” 2.
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The paradox: why does prefix—“according to climate scientists...”— abate polarization on facts if partisans are polarized on what “climate scientists” believe? Two “solutions”: 1. “Authority of science...” 2. “Cognitive dualism”
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Cognitive dualism
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N = 1380: Miss., N.C., Tex., Wisc. change in crop mix more crop insurance farmers driven out of business 28% “believe climate change has been scientifically proven” Cognitive dualism: US farm country
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Cognitive dualism: SE Florida... April 2014
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Cognitive dualism: SE Florida... April 2014
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Cognitive dualism: SE Florida... April 2014
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Cognitive dualism: SE Florida...
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“... human-caused global warming will result in flooding of many coastal regions.” [True or False] Probability of correct response Ordinary Science Intelligence (percentile) Probability of correct response “... nuclear power generation contributes to global warming.” [True or False] Locally weighted regression. “Above avg” & “below avg” Left_Right” based on subjects’ scores in relation to mean on left_right scale. above avg left_right without prefix below avg left_right without prefix above avg left_right without prefix below avg left_right without prefix
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“... human-caused global warming will result in flooding of many coastal regions.” [True or False] Probability of correct response Ordinary Science Intelligence (percentile) Probability of correct response “... nuclear power generation contributes to global warming.” [True or False] Locally weighted regression. “Above avg” & “below avg” Left_Right” based on subjects’ scores in relation to mean on left_right scale. below avg left_right, with prefix above avg left_right with prefix below avg left_right, with prefix above avg left_right with prefix
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Probability of correct response Ordinary Science Intelligence (percentile) above avg left_right without prefix below avg left_right without prefix Probability of correct response “... nuclear power generation contributes to global warming.” [True or False] below avg left_right, with prefix above avg left_right with prefix above avg left_right without prefix below avg left_right without prefix below avg left_right, with prefix above avg left_right with prefix “Most expert climate scientists agree human activity has caused the temperature of the earth to become warmer over the past few decades” [agree/disagree] Probability of perceiving Very liberal Strong Democrat Very Conservative Strong Republican Liberal Democrat Conservative Republican Moderate Independent Data source: CCP/Annenberg Public Policy Cntr, Jan. 5-19, 2016. N = 612. Nationally representative sample.” “Left_Right,” a continuous political outlook scale formed by aggregating responses to 7-point party identification item and 5-point “liberal-conservative” ideology item (α = 0.80). Lowess regression. Left_right
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Probability of correct response Ordinary Science Intelligence (percentile) above avg left_right without prefix below avg left_right without prefix Probability of correct response “... nuclear power generation contributes to global warming.” [True or False] below avg left_right, with prefix above avg left_right with prefix above avg left_right without prefix below avg left_right without prefix below avg left_right, with prefix above avg left_right with prefix “Most expert climate scientists agree human activity has caused the temperature of the earth to become warmer over the past few decades” [agree/disagree] Probability of perceiving Very liberal Strong Democrat Very Conservative Strong Republican Liberal Democrat Conservative Republican Moderate Independent Data source: CCP/Annenberg Public Policy Cntr, Jan. 5-19, 2016. N = 612. Nationally representative sample.” “Left_Right,” a continuous political outlook scale formed by aggregating responses to 7-point party identification item and 5-point “liberal-conservative” ideology item (α = 0.80). Lowess regression. Left_right "believe in" AGW
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“97% consensus” social marketing campaign
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The paradox: why does prefix—“according to climate scientists...”— abate polarization on facts if partisans are polarized on what “climate scientists” believe? Two “solutions”: 1. “Authority of science...” 2. “Cognitive dualism” WTF?!
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New data: shame & critical reasoning! www.culturalcognition.net
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