ArticlePloS one2023
Global outlook of the multiplier effect of research and development on environmental sustainability.
Article in PloS one, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
In a time of severe environmental problems and growing public and private expenditure to promote a sustainable society, studies on the impact of Research and Development (R&D) on environmental sustainability hardly ever exist. This study looked at how R&D promotes the attainment of environmentally sustainable goals, globally. Data at the country level was compiled from the United Nations-Sustainable Development Goals (UN-SDG) database and the World Bank, then processed and analysed using spatial techniques such as spatial merge, autofill, autocorrelation, and geographic weighted regression. Expenditure on R&D and publications in scientific journals had a positive impact on SDGs 8 and 11 for all nations. R&D expenditure on SDG 8 was higher for Southern African countries. The impact of scientific and technical journal articles was greater for Middle East countries. Also, scientific and technical journal articles had greater effects on attainment of SDG 11 in Africa. Exports of high technology from South America and Europe were important for achieving SDG 15. However, the effect of patent and trademark applications had minimal effect on achieving environmentally sustainable goals. The study recommends boosting R&D expenditure by governments and international organisations, particularly in Africa because the multiplier impact extends beyond economic development to environmental sustainability which is necessary for the continent to abate the challenges of climate change.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.