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Measuring Light-Switching Behavior Using an Occupancy and Light Data Logger

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Promoting Pro-Environmental Behavior in Policymaking: A Text-Mining Approach for Literature Review.

Md Abul Kalam Azad¹, Mehedi Hasan Ifti¹, Chowdhury Noushin Novera¹

¹Department of Business and Technology Management, Islamic University of Technology, Gazipur, Bangladesh.

Evaluation Review

|May 17, 2023

Summary

This study uses text mining to analyze how pro-environmental behavior influences policymaking. It identifies key research themes and future directions for fostering environmental action through policy.

Keywords:

management policymaking pro-environmental behavior review text mining

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Area of Science:

Environmental Policy
Behavioral Science
Computational Social Science

Background:

Pro-environmental behavior's impact on policymaking is a growing research area.
Existing studies lack comprehensive synthesis on this interdisciplinary topic.
This research addresses the need for a systematic analysis of the literature.

Purpose of the Study:

To conduct the first text-mining study on pro-environmental behavior in policymaking.
To identify major research themes and future research directions.
To provide a scientific visualization of publications and analyze journal impact factors.

Main Methods:

Text mining analysis using R programming.
Latent Dirichlet Allocation (LDA) for topic modeling (10 topics identified).
Trend analysis of top 10 journals based on impact factor and citation metrics.

Main Results:

Identification of 10 distinct topic models related to pro-environmental behavior and policymaking.
Synopsis of published research, primary authors, and posterior probabilities for each topic.
Analysis of publication trends and journal influence in the field.

Conclusions:

Offers a comprehensive overview of pro-environmental behavior's impact on policymaking.
Highlights the most relevant and frequently discussed themes in the literature.
Proposes future research directions to enhance the effectiveness of environmental policies.