<html><head><meta http-equiv="content-type" content="text/html; charset=utf-8"></head><body dir="auto"><span style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 12pt; background-color: rgb(255, 255, 255);">Hi all, </span><br><blockquote type="cite"><div dir="ltr"><div class="elementToProof" style="font-family:Calibri,Arial,Helvetica,sans-serif; font-size:12pt; color:rgb(0,0,0); background-color:rgb(255,255,255)">
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I am trying to conduct a 3-level metaanalysis using rma.mv. I've been exploring options for detecting selective reporting and was planning to use eggers test as explored in a previous email on this listerv (12/9/2020). </div>
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The instructions given by James involve including the standard error of the effect size as a moderator in rma.mv, and then applying cluster-robust standard errors using coef_test. </div>
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I conducted this analysis and the output was: </div>
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Coef. Estimate SE <span> </span><span> </span>t-stat d.f. (Satt) p-val (Satt) Sig. </div>
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<span style="color:rgb(0,0,0); font-family:Calibri,Arial,Helvetica,sans-serif; font-size:12pt"><span class="ContentPasted3" style="display:inline!important">intrcpt</span> </span><span style="color:rgb(0,0,0); font-family:Calibri,Arial,Helvetica,sans-serif; font-size:12pt">0.0657
</span><span style="color:rgb(0,0,0); font-family:Calibri,Arial,Helvetica,sans-serif; font-size:12pt"> </span><span style="color:rgb(0,0,0); font-family:Calibri,Arial,Helvetica,sans-serif; font-size:12pt">0.175 </span><span style="color:rgb(0,0,0); font-family:Calibri,Arial,Helvetica,sans-serif; font-size:12pt"> </span><span style="color:rgb(0,0,0); font-family:Calibri,Arial,Helvetica,sans-serif; font-size:12pt">0.375
</span><span style="color:rgb(0,0,0); font-family:Calibri,Arial,Helvetica,sans-serif; font-size:12pt"> </span><span style="color:rgb(0,0,0); font-family:Calibri,Arial,Helvetica,sans-serif; font-size:12pt">25.2 0.711 </span></div>
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mods 2.2255 <span> 0</span>.826 <span> </span>2.693 <span> </span>13.5 0.018 *<br>
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I'm not sure how to interpret this. I assume the significant estimate for the mods indicates bias or selective reporting? </div>
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Does anyone have resources for how to interpret these numbers, and what to do next? I am hoping to find outliers and rerun analyses without outliers, to determine the robustness of my results. </div>
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This is new to me, so I greatly appreciate any help you can provide!!</div>
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Thanks for considering,</div>
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Katherine</div>
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<span style="font-family:tahoma,sans-serif"><font size="1"><b>Katherine Manbeck, M.S.
</b>|<b> </b></font></span><span style="font-size:x-small; font-family:tahoma,sans-serif">Pronouns: they/them/she/her</span></p>
<div style="color:rgb(0,0,0); font-family:arial,sans-serif; font-size:small"><font size="1">PhD Candidate, Clinical Psychology<br>
University of Washington<br>
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<div style="color:rgb(0,0,0); font-family:arial,sans-serif"><font size="1"><span style="color:rgb(23,78,134)">Phone:
</span><span style="color:rgb(23,78,134)"><u>952.240.8947</u></span></font></div>
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<div style="color:rgb(0,0,0); font-family:arial,sans-serif"><span style="font-size:x-small">The University of Washington stands on <span class="ContentPasted0" style="color:rgb(61,61,61); font-family:Arial,Helvetica,sans-serif; font-size:8pt; background-color:rgb(255,255,255); display:inline!important">sluʔwiɫ,
a village within the </span>traditional homelands of the Coast Salish people. The
<span class="ContentPasted1" style="color:rgb(0,36,81); font-family:Arial,Helvetica,sans-serif; font-size:8pt; font-weight:500; letter-spacing:2px; text-align:center; background-color:rgb(255,255,255)">
dxʷdəwʔabš </span>(Duwamish) people past and present are the rightful stewards of this land. White settlers
<a href="https://kingcounty.gov/council/news/2015/February/native_expulsion.aspx" data-auth="NotApplicable" title="https://kingcounty.gov/council/news/2015/February/native_expulsion.aspx" data-loopstyle="link">
perpetuated genocide</a> against Indigenous inhabitants of this area, convinced Indigenous leaders to sign
<a href="https://goia.wa.gov/tribal-government/treaty-point-elliott-1855" data-auth="NotApplicable" title="https://goia.wa.gov/tribal-government/treaty-point-elliott-1855" data-loopstyle="link">
predatory treaties</a>, and <a href="https://www.duwamishtribe.org/treaty-of-point-elliott" data-auth="NotApplicable" title="https://www.duwamishtribe.org/treaty-of-point-elliott" data-loopstyle="link">refused to honor</a> the meager terms of the treaties,
including refusing to establish a reservation for the Duwamish people. Despite the legacy of genocide and displacement of Indigenous peoples in the Seattle area, the Duwamish are
<a href="https://www.duwamishtribe.org/" data-auth="NotApplicable" title="https://www.duwamishtribe.org/" data-loopstyle="link">
still here</a>, a testament to their strength and resilience.<br>
<br>
</span></div>
<div style=""><font color="#000000" face="arial, sans-serif" size="1">All settlers (non-Indigenous people) benefitting from this land, but especially descendants of colonizers, must find ways to support Indigenous sovereignty. The <a href="https://landback.org/" data-auth="NotApplicable" title="https://landback.org/" data-loopstyle="link">Land
Back Movement</a> and the<a href="https://resourcegeneration.org/land-reparations-indigenous-solidarity-action-guide/" data-auth="NotApplicable" title="https://resourcegeneration.org/land-reparations-indigenous-solidarity-action-guide/" data-loopstyle="link">
Land Reparations and Indigenous Solidarity Toolkit</a> offer concrete reparations for the ongoing illegal occupation of Indigenous lands across the United States. At a minimum, I believe that all settlers in the Seattle area should pay monthly <a href="https://www.realrentduwamish.org/" data-auth="NotApplicable" title="https://www.realrentduwamish.org/" data-loopstyle="link">Real
Rent</a> to the Duwamish tribe. </font></div>
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