Environmental photograph use in corporate sustainability reporting: A machine‐supported visual content analysis

IF 2.9 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH
Lorenz Fenk
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引用次数: 0

Abstract

Despite the prevalence of photographs in corporate sustainability reporting, their use is not yet sufficiently understood. To the best of our knowledge, this paper is the first large‐scale study in the field. Introducing a novel machine‐supported approach, we assess environmental photograph utilization based on a sample of 45,228 photographs contained in 1,463 separately disclosed sustainability reports from European firms between 2011 and 2020. We find that against the overall trend of decreasing photograph utilization, the share of environmentally themed photographs has markedly increased. Furthermore, operating in an environmentally sensitive industry is strongly associated with a substantially larger share of photographs depicting environmental subject matter. Lastly, we observe that companies signal their superior environmental performance through greater utilization of environmental photographs. By introducing a novel machine‐supported approach to analyzing photographs, this study makes a methodological contribution to the field of sustainability reporting. Our results also have important practical implications.
企业可持续发展报告中环境照片的使用:机器支持的视觉内容分析
尽管照片在企业可持续发展报告中非常普遍,但人们对照片的使用还没有足够的了解。据我们所知,本文是该领域的首次大规模研究。我们引入了一种新颖的机器支持方法,以欧洲企业在 2011 年至 2020 年间单独披露的 1463 份可持续发展报告中包含的 45228 张照片为样本,对环境照片的使用情况进行了评估。我们发现,与照片利用率下降的总体趋势相反,以环境为主题的照片所占比例明显增加。此外,从事环境敏感行业的企业与大幅增加环境主题照片的比例密切相关。最后,我们观察到,企业通过更多地使用环境照片来表明其卓越的环境绩效。通过引入一种新颖的机器支持照片分析方法,本研究在方法论上为可持续发展报告领域做出了贡献。我们的研究结果还具有重要的现实意义。
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来源期刊
ACS Chemical Health & Safety
ACS Chemical Health & Safety PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH-
CiteScore
3.10
自引率
20.00%
发文量
63
期刊介绍: The Journal of Chemical Health and Safety focuses on news, information, and ideas relating to issues and advances in chemical health and safety. The Journal of Chemical Health and Safety covers up-to-the minute, in-depth views of safety issues ranging from OSHA and EPA regulations to the safe handling of hazardous waste, from the latest innovations in effective chemical hygiene practices to the courts'' most recent rulings on safety-related lawsuits. The Journal of Chemical Health and Safety presents real-world information that health, safety and environmental professionals and others responsible for the safety of their workplaces can put to use right away, identifying potential and developing safety concerns before they do real harm.
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