<div dir="ltr"><table border="0" cellpadding="0" cellspacing="0" width="100%" style="border-collapse:collapse;color:rgb(0,0,0);font-family:&quot;Times New Roman&quot;;font-size:medium;background-color:rgb(250,250,250)"><tbody><tr><td align="center" valign="top" id="gmail-templatePreheader" style="background-image:none;background-position:50% 50%;background-size:cover;background-repeat:no-repeat;background-origin:initial;background-clip:initial;border-top:0px;border-bottom:0px;padding-top:9px;padding-bottom:9px"><table align="center" border="0" cellpadding="0" cellspacing="0" width="100%" class="gmail-templateContainer" style="border-collapse:collapse;max-width:600px;width:600px"><tbody><tr><td valign="top" class="gmail-preheaderContainer" style="text-size-adjust: 100%;"><table border="0" cellpadding="0" cellspacing="0" width="100%" class="gmail-mcnTextBlock" style="border-collapse:collapse;min-width:100%"><tbody class="gmail-mcnTextBlockOuter"><tr><td valign="top" class="gmail-mcnTextBlockInner" style="padding-top:9px"><table align="left" border="0" cellpadding="0" cellspacing="0" width="100%" class="gmail-mcnTextContentContainer" style="border-collapse:collapse;max-width:100%;min-width:100%"><tbody><tr><td valign="top" class="gmail-mcnTextContent" style="word-break:break-word;color:rgb(101,101,101);font-family:Helvetica;font-size:12px;line-height:18px;text-align:center;padding:0px 18px 9px"><a href="https://mailchi.mp/icpsr/free-workshop-on-big-data-apply-by-march-4173701?e=0eaec960d1" target="_blank" style="color:rgb(101,101,101)">View this email in your browser</a></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr><tr><td align="center" valign="top" id="gmail-templateHeader" style="background:none 50% 50%/cover no-repeat rgb(255,255,255);border-top:0px;border-bottom:0px;padding-top:9px;padding-bottom:0px"><table align="center" border="0" cellpadding="0" cellspacing="0" width="100%" class="gmail-templateContainer" style="border-collapse:collapse;max-width:600px;width:600px"><tbody><tr><td valign="top" class="gmail-headerContainer" style="text-size-adjust: 100%;"><table border="0" cellpadding="0" cellspacing="0" width="100%" class="gmail-mcnImageBlock" style="border-collapse:collapse;min-width:100%"><tbody class="gmail-mcnImageBlockOuter"><tr><td valign="top" class="gmail-mcnImageBlockInner" style="padding:9px"><table align="left" width="100%" border="0" cellpadding="0" cellspacing="0" class="gmail-mcnImageContentContainer" style="border-collapse:collapse;min-width:100%"><tbody><tr><td class="gmail-mcnImageContent" valign="top" style="padding:0px 9px;text-align:center"><img align="center" alt="" src="https://gallery.mailchimp.com/4de0acf23f8cd9a943b256ebd/images/32e08222-2ba1-4bff-86bd-fb42c8fee3fe.jpg" width="564" class="gmail-mcnImage" style="border: 0px; height: auto; outline: none; vertical-align: bottom; max-width: 800px; padding-bottom: 0px; display: inline;"></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr><tr><td align="center" valign="top" id="gmail-templateBody" style="background:none 50% 50%/cover no-repeat rgb(255,255,255);border-top:0px;border-bottom:0px;padding-top:9px;padding-bottom:9px"><table align="center" border="0" cellpadding="0" cellspacing="0" width="100%" class="gmail-templateContainer" style="border-collapse:collapse;max-width:600px;width:600px"><tbody><tr><td valign="top" class="gmail-bodyContainer" style="text-size-adjust: 100%;"><table border="0" cellpadding="0" cellspacing="0" width="100%" class="gmail-mcnTextBlock" style="border-collapse:collapse;min-width:100%"><tbody class="gmail-mcnTextBlockOuter"><tr><td valign="top" class="gmail-mcnTextBlockInner" style="padding-top:9px"><table align="left" border="0" cellpadding="0" cellspacing="0" width="100%" class="gmail-mcnTextContentContainer" style="border-collapse:collapse;max-width:100%;min-width:100%"><tbody><tr><td valign="top" class="gmail-mcnTextContent" style="word-break:break-word;color:rgb(32,32,32);font-family:Helvetica;font-size:16px;line-height:24px;padding:0px 18px 9px"><h1 style="margin:0px;padding:0px;font-size:26px;line-height:32.5px">Learn to work with large-scale restricted data</h1></td></tr></tbody></table></td></tr></tbody></table><table border="0" cellpadding="0" cellspacing="0" width="100%" class="gmail-mcnTextBlock" style="border-collapse:collapse;min-width:100%"><tbody class="gmail-mcnTextBlockOuter"><tr><td valign="top" class="gmail-mcnTextBlockInner" style="padding-top:9px"><table align="left" border="0" cellpadding="0" cellspacing="0" width="100%" class="gmail-mcnTextContentContainer" style="border-collapse:collapse;max-width:100%;min-width:100%"><tbody><tr><td valign="top" class="gmail-mcnTextContent" style="word-break:break-word;color:rgb(32,32,32);font-family:Helvetica;font-size:16px;line-height:24px;padding:0px 18px 9px"><p dir="ltr" style="margin:10px 0px;padding:0px;line-height:24px">The ICPSR Summer Program would like to announce the following workshop, sponsored by the <a href="https://iris.isr.umich.edu/" target="_blank" style="color:rgb(0,124,137)">Institute for Research on Innovation &amp; Science (IRIS)</a> and funded by the <a href="https://www.nsf.gov/dir/index.jsp?org=EHR" target="_blank" style="color:rgb(0,124,137)">Directorate for Education and Human Resources</a> of the <a href="https://www.nsf.gov/" target="_blank" style="color:rgb(0,124,137)">National Science Foundation</a>: </p><p dir="ltr" style="margin:10px 0px;padding:0px;line-height:24px"><strong>Joining the Data Revolution: Big Data in Education and Social Science Research</strong> </p><p dir="ltr" style="margin:10px 0px;padding:0px;line-height:24px"><strong>Dates:</strong> June 1-11, 2021  </p><p dir="ltr" style="margin:10px 0px;padding:0px;line-height:24px"><strong>Location:</strong> Online format </p><p dir="ltr" style="margin:10px 0px;padding:0px;line-height:24px"><strong>Instructors:</strong>  </p><p dir="ltr" style="margin:10px 0px;padding:0px;line-height:24px">Jason Owen-Smith, IRIS Executive Director </p><p dir="ltr" style="margin:10px 0px;padding:0px;line-height:24px">Jinseok Kim, IRIS Research Assistant Professor </p><p dir="ltr" style="margin:10px 0px;padding:0px;line-height:24px">Matthew VanEseltine, IRIS Research Investigator </p><p dir="ltr" style="margin:10px 0px;padding:0px;line-height:24px">Robert Truex, IRIS Data Manager </p><p dir="ltr" style="margin:10px 0px;padding:0px;line-height:24px">Raphael Ku, IRIS Data Support Specialist </p><p dir="ltr" style="margin:10px 0px;padding:0px;line-height:24px">Natsuko Nicholls, IRIS Research Manager </p><p dir="ltr" style="margin:10px 0px;padding:0px;line-height:24px">Additional instructors TBD </p></td></tr></tbody></table></td></tr></tbody></table><table border="0" cellpadding="0" cellspacing="0" width="100%" class="gmail-mcnDividerBlock" style="border-collapse:collapse;min-width:100%;table-layout:fixed"><tbody class="gmail-mcnDividerBlockOuter"><tr><td class="gmail-mcnDividerBlockInner" style="min-width:100%;padding:18px"><table class="gmail-mcnDividerContent" border="0" cellpadding="0" cellspacing="0" width="100%" style="border-collapse:collapse;min-width:100%;border-top:2px solid rgb(234,234,234)"><tbody><tr><td style="text-size-adjust: 100%;"></td></tr></tbody></table></td></tr></tbody></table><table border="0" cellpadding="0" cellspacing="0" width="100%" class="gmail-mcnImageBlock" style="border-collapse:collapse;min-width:100%"><tbody class="gmail-mcnImageBlockOuter"><tr><td valign="top" class="gmail-mcnImageBlockInner" style="padding:9px"><table align="left" width="100%" border="0" cellpadding="0" cellspacing="0" class="gmail-mcnImageContentContainer" style="border-collapse:collapse;min-width:100%"><tbody><tr><td class="gmail-mcnImageContent" valign="top" style="padding:0px 9px;text-align:center"><img align="center" alt="" src="https://mcusercontent.com/4de0acf23f8cd9a943b256ebd/images/fdb7373b-edf3-4cdc-a353-a347f913c2ec.png" width="394" class="gmail-mcnImage" style="border: 0px; height: auto; outline: none; vertical-align: bottom; max-width: 394px; padding-bottom: 0px; display: inline;"></td></tr></tbody></table></td></tr></tbody></table><table border="0" cellpadding="0" cellspacing="0" width="100%" class="gmail-mcnTextBlock" style="border-collapse:collapse;min-width:100%"><tbody class="gmail-mcnTextBlockOuter"><tr><td valign="top" class="gmail-mcnTextBlockInner" style="padding-top:9px"><table align="left" border="0" cellpadding="0" cellspacing="0" width="100%" class="gmail-mcnTextContentContainer" style="border-collapse:collapse;max-width:100%;min-width:100%"><tbody><tr><td valign="top" class="gmail-mcnTextContent" style="word-break:break-word;color:rgb(32,32,32);font-family:Helvetica;font-size:16px;line-height:24px;padding:0px 18px 9px"><p dir="ltr" style="margin:10px 0px;padding:0px;line-height:24px">The Institute for Research on Innovation and Science (<a href="https://iris.isr.umich.edu/" target="_blank" style="color:rgb(0,124,137)">IRIS</a>) is offering an introductory-level workshop for researchers in education and social science fields (ESS) interested in gaining experience working with large-scale restricted data. The goal of the workshop is to increase the ability of participants to define and develop projects that will result in competitive proposals that might be submitted to NSF or other funders. A secondary goal is to support a community of researchers who can share information, tools, and insights to help strengthen research and teaching capabilities involving large scale data analysis in ESS fields.  </p><p dir="ltr" style="margin:10px 0px;padding:0px;line-height:24px">In this hands-on class, participants will work in teams using large-scale datasets curated by IRIS to achieve a better understanding of the research questions that can be answered with big data. Datasets on the makeup of research teams will be featured. We designed this workshop to help participants acquire or expand data analysis skills to support efforts to develop and articulate individual research questions and to frame that question in a fashion suitable to pursue external funding to support ESS-focused research. While examples will be drawn from the IRIS UMETRICS dataset, topics of particular interest may focus on other data sources. </p><p dir="ltr" style="margin:10px 0px;padding:0px;line-height:24px">Workshop themes include data exploration, visualization, and linkage; basic data analysis; and grant proposal writing. During technical sessions, we will focus on working through well documented examples of Python code in Jupyter Notebook. We introduce participants to the basics of data exploration and linkage techniques using Python and Structured Query Language (SQL) along with tutorials on data visualizations using Python packages that enable the user to  create effective, attractive figures (such as histograms, scatter plots, box plots, etc.). Discussions, exercises, and pre-work materials will focus on examining whether and how different types of diversity in scientific research teams influence the amount, character, and impact of research produced by those teams.  </p><p dir="ltr" style="margin:10px 0px;padding:0px;line-height:24px">The guided, step-by-step analytic work will help participants develop critical skills in working with real administrative data in a privacy protected research environment. More substantive discussions during introductory lectures, journal clubs and other discussions will focus on literature and general approaches to questions that you will help define.  </p><p dir="ltr" style="margin:10px 0px;padding:0px;line-height:24px">IRIS is a consortium of universities anchored on an IRB-approved data repository that uses administrative data to understand, explain, and improve the public value of research and higher education. IRIS ingests member university administrative data related to sponsored research projects into a highly protected data enclave environment and makes linkages to a variety of public and proprietary datasets (including the U.S. Census Bureau). Using these data, IRIS  generates reports and creates research datasets. See <a href="https://iris.isr.umich.edu/" target="_blank" style="color:rgb(0,124,137)">iris.isr.umich.edu</a> for more information. </p><p dir="ltr" style="margin:10px 0px;padding:0px;line-height:24px">Supported by the National Science Foundation as part of its Building Capacity in STEM Education Research program, the IRIS workshop is designed to help investigators from a wide range of backgrounds and disciplines acquire the tools and knowledge to secure grant funding for data-driven social science and education research.  </p><p dir="ltr" style="margin:10px 0px;padding:0px;line-height:24px"><strong>Prerequisites:</strong> No experience in quantitative data analysis is necessary, although some pre-workshop reading will be required.  </p><p dir="ltr" style="margin:10px 0px;padding:0px;line-height:24px"><strong>Registration Fee:</strong> There is no registration fee for this workshop. </p><p dir="ltr" style="margin:10px 0px;padding:0px;line-height:24px"><strong>Eligibility:</strong> Participants must be currently affiliated with an academic or research institution in  the United States. Participants must have a PhD or have achieved candidacy in an applicable field (i.e., education, higher education, economics, sociology or related fields). Like our workshop sponsor, the National Science Foundation (NSF), IRIS is committed to broadening  participation in this course to include scholars from underrepresented fields of study,  institutions, and demographic groups.  </p><p dir="ltr" style="margin:10px 0px;padding:0px;line-height:24px">There are no requirements for technical skills but note that this is a hands-on coding workshop. Past participants have suggested that a basic familiarity with Python makes the class much more effective. IRIS will share resources for developing such skills prior to the workshop’s start date. Participants will be encouraged to complete pre-workshop readings and exercises.  </p><p dir="ltr" style="margin:10px 0px;padding:0px;line-height:24px"><strong>Application:</strong> Admission to this workshop is competitive and enrollment is limited. Applicants must register for the waitlist for this workshop through the ICPSR Summer Program portal at <a href="https://cvent.me/ZbbOPa" target="_blank" style="color:rgb(0,124,137)">https://cvent.me/ZbbOPa</a>. Additionally, applicants must email the following application materials to <a href="mailto:sumprog@icpsr.umich.edu">sumprog@icpsr.umich.edu</a>: </p><p dir="ltr" style="margin:10px 0px;padding:0px;line-height:24px">1. Current curriculum vitae</p><p dir="ltr" style="margin:10px 0px;padding:0px;line-height:24px">2. A cover letter summarizing your interest in the workshop and how participation will further your scientific and career goals. Include a description of how your background and research contribute to the diversity of scholarship in the analysis of large-scale data for education and social science. </p><p dir="ltr" style="margin:10px 0px;padding:0px;line-height:24px"><strong>Application Deadline:</strong> Monday, March 22, 2021 </p><p dir="ltr" style="margin:10px 0px;padding:0px;line-height:24px">Course Times: The workshop will be offered in both synchronous and asynchronous formats. Synchronous course meetings will be held beginning at 1 pm EDT. Specific details about course format will be provided in a syllabus sent to participants several weeks prior to the course start date. </p>For more information: Please visit <a href="https://iris.isr.umich.edu/" target="_blank" style="color:rgb(0,124,137)">https://iris.isr.umich.edu/</a> for more information about IRIS. Contact <a href="mailto:IRIS-info@umich.edu">IRIS-info@umich.edu</a> with questions about the workshop.</td></tr></tbody></table></td></tr></tbody></table><table border="0" cellpadding="0" cellspacing="0" width="100%" class="gmail-mcnDividerBlock" style="border-collapse:collapse;min-width:100%;table-layout:fixed"><tbody class="gmail-mcnDividerBlockOuter"><tr><td class="gmail-mcnDividerBlockInner" style="min-width:100%;padding:18px"><table class="gmail-mcnDividerContent" border="0" cellpadding="0" cellspacing="0" width="100%" style="border-collapse:collapse;min-width:100%;border-top:2px solid rgb(234,234,234)"><tbody><tr><td style="text-size-adjust: 100%;"></td></tr></tbody></table></td></tr></tbody></table><table border="0" cellpadding="0" cellspacing="0" width="100%" class="gmail-mcnTextBlock" style="border-collapse:collapse;min-width:100%"><tbody class="gmail-mcnTextBlockOuter"><tr><td valign="top" class="gmail-mcnTextBlockInner" style="padding-top:9px"><table align="left" border="0" cellpadding="0" cellspacing="0" width="100%" class="gmail-mcnTextContentContainer" style="border-collapse:collapse;max-width:100%;min-width:100%"><tbody><tr><td valign="top" class="gmail-mcnTextContent" style="word-break:break-word;color:rgb(32,32,32);font-family:Helvetica;font-size:16px;line-height:24px;padding:0px 18px 9px"><div style="text-align:center"><strong>Stay up-to-date with the Summer Program!</strong></div><div>You can keep up with the program on social media (<a href="https://twitter.com/ICPSRSummer" target="_blank" style="color:rgb(0,124,137)">Twitter,</a> <a href="https://www.facebook.com/ICPSRSummerProgram/" target="_blank" style="color:rgb(0,124,137)">Facebook</a>, <a href="https://www.instagram.com/icpsrsummer/" target="_blank" style="color:rgb(0,124,137)">Instagram</a>), or sign up for our email list. Or both!</div></td></tr></tbody></table></td></tr></tbody></table><table border="0" cellpadding="0" cellspacing="0" width="100%" class="gmail-mcnButtonBlock" style="border-collapse:collapse;min-width:100%"><tbody class="gmail-mcnButtonBlockOuter"><tr><td valign="top" align="center" class="gmail-mcnButtonBlockInner" style="padding:0px 18px 18px"><table border="0" cellpadding="0" cellspacing="0" class="gmail-mcnButtonContentContainer" style="border-radius:4px;background-color:rgb(0,116,186)"><tbody><tr><td align="center" valign="middle" class="gmail-mcnButtonContent" style="font-family:Arial;font-size:16px;padding:18px"><a class="gmail-mcnButton" title="Subscribe to the Summer Program email list" href="https://umich.us3.list-manage.com/subscribe/post?u=4de0acf23f8cd9a943b256ebd&amp;id=f0856462ab" target="_blank" style="display:block;font-weight:bold;line-height:16px;text-decoration-line:none;color:rgb(255,255,255)">Subscribe to the Summer Program email list</a></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr><tr><td align="center" valign="top" id="gmail-templateFooter" style="background-image:none;background-position:50% 50%;background-size:cover;background-repeat:no-repeat;background-origin:initial;background-clip:initial;border-top:0px;border-bottom:0px;padding-top:9px;padding-bottom:9px"><table align="center" border="0" cellpadding="0" cellspacing="0" width="100%" class="gmail-templateContainer" style="border-collapse:collapse;max-width:600px;width:600px"><tbody><tr><td valign="top" class="gmail-footerContainer" style="text-size-adjust: 100%;"><table border="0" cellpadding="0" cellspacing="0" width="100%" class="gmail-mcnFollowBlock" style="border-collapse:collapse;min-width:100%"><tbody class="gmail-mcnFollowBlockOuter"><tr><td align="center" valign="top" class="gmail-mcnFollowBlockInner" style="padding:9px"><table border="0" cellpadding="0" cellspacing="0" width="100%" class="gmail-mcnFollowContentContainer" style="border-collapse:collapse;min-width:100%"><tbody><tr><td align="center" style="padding-left:9px;padding-right:9px"><table border="0" cellpadding="0" cellspacing="0" width="100%" class="gmail-mcnFollowContent" style="border-collapse:collapse;min-width:100%"><tbody><tr><td align="center" valign="top" style="padding-top:9px;padding-right:9px;padding-left:9px"><table align="center"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