Studies with large effect sizes tend to have low samples sizes.
Mean effect size magnitude (absolute lnRR) for each study as a function of the mean sample size of that study (i.e., sample size per experimental treatment). Note that mean effect size for a given study is not a weighted effect size magnitude, but is simply computed as the mean of individual effect...
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ftsmithonian:oai:figshare.com:article/19116414 2023-05-15T17:50:24+02:00 Studies with large effect sizes tend to have low samples sizes. Jeff C. Clements (9161831) Josefin Sundin (2811598) Timothy D. Clark (8026217) Fredrik Jutfelt (418131) 2022-02-03T18:26:23Z https://doi.org/10.1371/journal.pbio.3001511.g003 unknown https://figshare.com/articles/figure/Studies_with_large_effect_sizes_tend_to_have_low_samples_sizes_/19116414 doi:10.1371/journal.pbio.3001511.g003 CC BY 4.0 CC-BY Evolutionary Biology Ecology Inorganic Chemistry Science Policy Environmental Sciences not elsewhere classified Biological Sciences not elsewhere classified nonlarval life stages low sample sizes including increasing proportions excess atmospheric co broad ecological ramifications affect marine life provide quantitative evidence decreasing effect sizes recent studies documenting negligible direct impact fish behavior may div >< p large effect sizes experimental ocean acidification extreme &# 8220 fish behavior &# 8220 scientific evidence ocean acidification large effects impact journals direct effects decline effect water species vast majority typically referred systematic review subsequent studies studies examining possible consequences initial studies improved approaches disproportionate influence associated behaviors Image Figure 2022 ftsmithonian https://doi.org/10.1371/journal.pbio.3001511.g003 2022-02-07T16:47:06Z Mean effect size magnitude (absolute lnRR) for each study as a function of the mean sample size of that study (i.e., sample size per experimental treatment). Note that mean effect size for a given study is not a weighted effect size magnitude, but is simply computed as the mean of individual effect size magnitudes for a given study. The vertical red dashed line denotes a sample size of 30 fish, while the horizontal red dashed line represents a lnRR magnitude of 1. Source data for each figure panel can be found in S1 Data . Still Image Ocean acidification Unknown |
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ftsmithonian |
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unknown |
topic |
Evolutionary Biology Ecology Inorganic Chemistry Science Policy Environmental Sciences not elsewhere classified Biological Sciences not elsewhere classified nonlarval life stages low sample sizes including increasing proportions excess atmospheric co broad ecological ramifications affect marine life provide quantitative evidence decreasing effect sizes recent studies documenting negligible direct impact fish behavior may div >< p large effect sizes experimental ocean acidification extreme &# 8220 fish behavior &# 8220 scientific evidence ocean acidification large effects impact journals direct effects decline effect water species vast majority typically referred systematic review subsequent studies studies examining possible consequences initial studies improved approaches disproportionate influence associated behaviors |
spellingShingle |
Evolutionary Biology Ecology Inorganic Chemistry Science Policy Environmental Sciences not elsewhere classified Biological Sciences not elsewhere classified nonlarval life stages low sample sizes including increasing proportions excess atmospheric co broad ecological ramifications affect marine life provide quantitative evidence decreasing effect sizes recent studies documenting negligible direct impact fish behavior may div >< p large effect sizes experimental ocean acidification extreme &# 8220 fish behavior &# 8220 scientific evidence ocean acidification large effects impact journals direct effects decline effect water species vast majority typically referred systematic review subsequent studies studies examining possible consequences initial studies improved approaches disproportionate influence associated behaviors Jeff C. Clements (9161831) Josefin Sundin (2811598) Timothy D. Clark (8026217) Fredrik Jutfelt (418131) Studies with large effect sizes tend to have low samples sizes. |
topic_facet |
Evolutionary Biology Ecology Inorganic Chemistry Science Policy Environmental Sciences not elsewhere classified Biological Sciences not elsewhere classified nonlarval life stages low sample sizes including increasing proportions excess atmospheric co broad ecological ramifications affect marine life provide quantitative evidence decreasing effect sizes recent studies documenting negligible direct impact fish behavior may div >< p large effect sizes experimental ocean acidification extreme &# 8220 fish behavior &# 8220 scientific evidence ocean acidification large effects impact journals direct effects decline effect water species vast majority typically referred systematic review subsequent studies studies examining possible consequences initial studies improved approaches disproportionate influence associated behaviors |
description |
Mean effect size magnitude (absolute lnRR) for each study as a function of the mean sample size of that study (i.e., sample size per experimental treatment). Note that mean effect size for a given study is not a weighted effect size magnitude, but is simply computed as the mean of individual effect size magnitudes for a given study. The vertical red dashed line denotes a sample size of 30 fish, while the horizontal red dashed line represents a lnRR magnitude of 1. Source data for each figure panel can be found in S1 Data . |
format |
Still Image |
author |
Jeff C. Clements (9161831) Josefin Sundin (2811598) Timothy D. Clark (8026217) Fredrik Jutfelt (418131) |
author_facet |
Jeff C. Clements (9161831) Josefin Sundin (2811598) Timothy D. Clark (8026217) Fredrik Jutfelt (418131) |
author_sort |
Jeff C. Clements (9161831) |
title |
Studies with large effect sizes tend to have low samples sizes. |
title_short |
Studies with large effect sizes tend to have low samples sizes. |
title_full |
Studies with large effect sizes tend to have low samples sizes. |
title_fullStr |
Studies with large effect sizes tend to have low samples sizes. |
title_full_unstemmed |
Studies with large effect sizes tend to have low samples sizes. |
title_sort |
studies with large effect sizes tend to have low samples sizes. |
publishDate |
2022 |
url |
https://doi.org/10.1371/journal.pbio.3001511.g003 |
genre |
Ocean acidification |
genre_facet |
Ocean acidification |
op_relation |
https://figshare.com/articles/figure/Studies_with_large_effect_sizes_tend_to_have_low_samples_sizes_/19116414 doi:10.1371/journal.pbio.3001511.g003 |
op_rights |
CC BY 4.0 |
op_rightsnorm |
CC-BY |
op_doi |
https://doi.org/10.1371/journal.pbio.3001511.g003 |
_version_ |
1766157141942468608 |