{"id":2565,"date":"2017-12-28T00:05:45","date_gmt":"2017-12-28T05:05:45","guid":{"rendered":"https:\/\/cyrussamii.com\/?p=2565"},"modified":"2017-12-28T00:05:45","modified_gmt":"2017-12-28T05:05:45","slug":"a-selection-of-amazing-papers-from-2017","status":"publish","type":"post","link":"https:\/\/cyrussamii.com\/?p=2565","title":{"rendered":"A selection of amazing papers from 2017"},"content":{"rendered":"<p>As 2017 draws to a close, I am marking the year by posting links to a selection of papers circulated in the past year.  These are papers that I read and that I think are especially impressive in moving the methodological frontier forward for people, like myself, who do field experimental and quasi-experimental policy research. I have linked to ungated versions whenever I could:<\/p>\n<p><strong>Foundational Work in Causal Inference<\/strong><\/p>\n<p>These are papers that challenge conventional wisdom or otherwise newly reveal some basic considerations in causal inference: <\/p>\n<ul>\n<li>Pei et al. on when placebo tests are preferred to control [<a href=\"http:\/\/econ.lse.ac.uk\/staff\/spischke\/w23232.pdf\">pdf<\/a>].\n<li>Abadie et al. on causal standard errors [<a href=\"https:\/\/arxiv.org\/abs\/1706.01778\">arxiv<\/a>].\n<li>Morgan on permutation vs bootstrap for experimental data [<a href=\"https:\/\/arxiv.org\/abs\/1708.02102\">arxiv<\/a>].\n<li>Young on how IV inference tends to be overconfident [<a href=\"http:\/\/personal.lse.ac.uk\/YoungA\/ConsistencyWithoutInference.pdf\">pdf<\/a>].\n<li>Lenz and Sahn on p hacking through covariate control and why we do indeed want to see the zero order correlations [<a href=\"https:\/\/osf.io\/c2qvb\/\">osf<\/a>].\n<li>Christian and Barrett on spurious panel IV [<a href=\"https:\/\/sites.tufts.edu\/neudc2017\/files\/2017\/10\/paper_42.pdf\">pdf<\/a>].\n<li> Spiess on the importance of statistical unbiasedness in situations where researchers have to persuade skeptics [<a href=\"https:\/\/scholar.harvard.edu\/files\/spiess\/files\/spiess_jmp.pdf\">pdf<\/a>].\n<li>Savje et al. on when we do and don\u2019t need to worry about interference as a first order problem [<a href=\"https:\/\/arxiv.org\/abs\/1711.06399\">arxiv<\/a>].\n<li>D\u2019amour et al. on a curse of dimensionality for strong ignorability [<a href=\"https:\/\/arxiv.org\/abs\/1711.02582\">arxiv<\/a>].\n<\/ul>\n<p><strong>Generalization, Policy Extrapolation, and Equilibrium Effects<\/strong><\/p>\n<p>Current program evaluation work is pushing past the old &#8220;reduced-form vs. structural&#8221; divide and making use of tools from both worlds to address questions of generalization, policy extrapolation, and equilibrium effects.  Here are some good recent examples:    <\/p>\n<ul>\n<li>Muralidharan et al. on equilibrium effects of improving access to a cash for work program in India [<a href=\"http:\/\/econweb.ucsd.edu\/~pniehaus\/papers\/GE.pdf\">pdf<\/a>].\n<li>Banerjee et al. on using an experiment and model to infer an optimal strategy to deter drunk driving [<a href=\"https:\/\/economics.mit.edu\/files\/13236\">pdf<\/a>].\n<li>Davis et al on how to design experiments to improve their ability to inform scaled up interventions [<a href=\"http:\/\/www.nber.org\/papers\/w23925\">nber-gated<\/a>].\n<\/ul>\n<p><strong>Beautifully Designed Field Studies<\/strong><\/p>\n<p>Finally, here are papers that I read this year that taught me a lot about framing and designing field experiments. Reading them offers a master class on research design and analysis:  <\/p>\n<ul>\n<li>Benhassine et al. on the low returns from firm formalization [<a href=\"http:\/\/pedl.cepr.org\/sites\/default\/files\/Benhassine%20et%20al._Does%20Inducing%20Informal%20Firms%20to%20Formalise%20Make%20Sense.pdf\">pdf<\/a>].\n<li>Blattman and Dercon on the drawbacks of factory work [<a href=\"https:\/\/papers.ssrn.com\/sol3\/papers.cfm?abstract_id=2843595\">ssrn<\/a>].\n<li>Munger &#8220;bots&#8221; experiment to reduce partisan incivility on Twitter [<a href=\"http:\/\/kmunger.github.io\/pdfs\/jmp.pdf\">pdf<\/a>].\n<li>Green et al experiment on how mass media campaigns can reduce intimate partner violence [<a href=\"http:\/\/jasper-cooper.com\/papers\/Green_et_al.pdf\">pdf<\/a>].\n<li>Matz et al on using psychological profiling to target persuasion [<a href=\"http:\/\/www.pnas.org\/content\/114\/48\/12714\">pnas<\/a>].\n<li>Weigel experiment on how state taxation induces more civic engagement [<a href=\"https:\/\/static1.squarespace.com\/static\/59832fbcf9a61eb15deffb3c\/t\/5a22f37c9140b76b2c46f1eb\/1512240237383\/weigel_jmp.pdf\">pdf<\/a>].\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>As 2017 draws to a close, I am marking the year by posting links to a selection of papers circulated in the past year. These are papers that I read and that I think are especially impressive in moving the methodological frontier forward for people, like myself, who do field experimental and quasi-experimental policy research. &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/cyrussamii.com\/?p=2565\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;A selection of amazing papers from 2017&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-2565","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/cyrussamii.com\/index.php?rest_route=\/wp\/v2\/posts\/2565","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cyrussamii.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cyrussamii.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cyrussamii.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/cyrussamii.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2565"}],"version-history":[{"count":11,"href":"https:\/\/cyrussamii.com\/index.php?rest_route=\/wp\/v2\/posts\/2565\/revisions"}],"predecessor-version":[{"id":2576,"href":"https:\/\/cyrussamii.com\/index.php?rest_route=\/wp\/v2\/posts\/2565\/revisions\/2576"}],"wp:attachment":[{"href":"https:\/\/cyrussamii.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2565"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cyrussamii.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2565"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cyrussamii.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2565"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}