科学点击诱:在全基因组关联研究中检查媒体报道和可读性
José J Morosoli1,2, Lucía Colodro-Conde1,2, Fiona Kate Barlow2
1Mental Health & Neuroscience Department, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia.
PloS one
|January 5, 2024
概括
媒体对遗传研究 (GWAS) 的报道往往对公众来说太复杂了. 提高科学传播的可访问性和提及伦理考虑对于遗传素养至关重要.
科学领域:
- 基因组科学是基因组科学.
- 科学传播是科学传播.
- 计算生物学是一种计算生物学.
背景情况:
- 全基因组关联研究 (GWAS) 在生物科学中越来越常见.
- 了解公众对GWAS的看法和媒体描绘对于有效的科学传播至关重要.
研究的目的:
- 分析GWAS在线媒体报道的趋势.
- 评估关于GWAS的媒体文章的可读性和主题内容.
- 调查GWAS在媒体报道中提到的道德,法律和社会影响 (ELSI).
主要方法:
- 分析了2005年至2018年的5000多篇在线媒体文章,与3,555个GWAS出版物相关联.
- 使用文本挖掘和计算方法来评估媒体报道趋势,可读性和主题.
- 采用回归建模来预测基于研究特征的媒体关注.
主要成果:
- 22.9%的GWAS论文得到了媒体的关注,但大多数文章太复杂,公众无法理解.
- 伦理问题很少被提及,尽管提到翻译越来越多.
- 时间型和性取向等特定特征比预期的吸引了更多的关注.
结论:
- 在线媒体对GWAS的报道需要更容易获得,并纳入现代遗传学术语.
- 建议在媒体报道GWAS时更多地纳入ELSI讨论.
- 大数据和文本挖掘是分析科学传播趋势的宝贵工具.
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