Prospective Research Agenda

Computational Social in Climate Change Perception: A Research Plan

• Does Abnormal Weather Increase Climate Change Perception and Adaptation behavior in Chinese?

Method

Scrapping and text analysis of social media in abnormal weather situation.

Topic Modelling

Sentiment Analysis (Manual Coding and Machine Learning Classifers)

Text Similarity

Abnormal Weather Data(Searching Index;NOAA Weather;)

Key Ref

1. Global climate marches sharply raise attention to climate change: Analysis of climate search behavior in 46 countries
2. Variation of public discourse about the impacts of fracking with geographic scale and proximity to proposed development

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Survey study of CCUS/Climate Change Adaptation or Mitigation Behavior

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Developing pre-intervention scales of pro-environmental behavior

Key Problem

$$ F(Personal Predictors,EnvirPredictor,…)=TargetIntervetion $$

$$ While: Predictors → Intervention → Effectsizes $$

That is, using categorical variables to predict categorical variable by literature screening.

Method

1. Review key influences and its target behavior change
2. Set up numerical or categorical relationships between personal
3. characteristics and suitable intervention method
4. Test the effective
5. Building Shiny APP or Scale Wrapper

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Large Scale Pre-registered Field Intervention in Pro-environment behavior

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Crowding out effect in climate change adaptation behavior