{"componentChunkName":"component---src-templates-project-js","path":"/project/how-do-harvard-students-feel-about-their-housing/","result":{"data":{"project":{"id":"-90cfe0d2-c633-5693-a931-1789059a1d09","publishedAt":"2018-09-05T07:00:00.000Z","categories":[{"_id":"6e40d903-3845-4d26-9e73-529a3fdeb70d","title":"Article"}],"subjects":[{"_id":"c4a3e461-ea18-4002-8a56-80500bfe17c2","title":"Campus"}],"relatedProjects":[{"title":"Where Do Harvard Students Want to Live?","_id":"acefb088-1da1-4304-8d59-4854e7473b79","slug":{"current":"where-do-harvard-students-want-to-live"},"_rawMainImage":{"_type":"mainImage","alt":"Upperclass students in Harvard Yard on Housing Day.","asset":{"_ref":"image-53d12b989f43ca6203be5b1e891320d403853177-2000x1333-png","_type":"reference"}},"_rawExcerpt":[{"_key":"2f17e536bbc4","_type":"block","children":[{"_key":"2f17e536bbc40","_type":"span","marks":[],"text":"A data-driven analysis of the housing preferences of the Class of 2021."}],"markDefs":[],"style":"normal"}]},{"title":"Harvard’s Most (and Least) Desired Houses Updated: Housing Day 2019","_id":"2dfade9f-2ced-41c4-aede-9feffa923431","slug":{"current":"harvard-s-most-and-least-desired-houses-updated-housing-day-2019"},"_rawMainImage":{"_type":"mainImage","alt":"Housing Day 2019. Source: The Harvard Crimson","asset":{"_ref":"image-8c15f75fca11e5d81850ed088fb0d61816cb842e-1500x849-png","_type":"reference"}},"_rawExcerpt":[{"_key":"7706bd2c1b46","_type":"block","children":[{"_key":"7706bd2c1b460","_type":"span","marks":[],"text":"An analysis of how each of Harvard's houses rank against each other going into Housing Day 2019."}],"markDefs":[],"style":"normal"}]}],"mainImage":{"crop":null,"hotspot":null,"asset":{"_id":"image-c44749a13b10de5bc435e7866f43b2c23f9cc808-922x615-png"},"alt":"A member of the class of 2021 begins his freshman year (The Harvard Gazette)"},"title":"How Do Harvard Students Feel About Their Housing?","slug":{"current":"how-do-harvard-students-feel-about-their-housing"},"_rawExcerpt":[{"_key":"5e55f9e15d94","_type":"block","children":[{"_key":"5e55f9e15d940","_type":"span","marks":[],"text":"As the summer draws to a close, college students across the country pack up their things and depart for their new homes. At Harvard, the class of 2021 has moved into their residential houses for the first time."}],"markDefs":[],"style":"normal"},{"_key":"cc8f4f82acda","_type":"block","children":[{"_key":"cc8f4f82acda0","_type":"span","marks":[],"text":""}],"markDefs":[],"style":"normal"}],"_rawBody":[{"_key":"5a13363f4f84","_type":"block","children":[{"_key":"5a13363f4f840","_type":"span","marks":[],"text":"The Harvard Open Data Project has written extensively about Harvard’s housing "},{"_key":"5a13363f4f841","_type":"span","marks":["33fb19b84f14"],"text":"system"},{"_key":"5a13363f4f842","_type":"span","marks":[],"text":" and whether students are placed "},{"_key":"5a13363f4f843","_type":"span","marks":["d01bab3f312c"],"text":"randomly"},{"_key":"5a13363f4f844","_type":"span","marks":[],"text":" as the administration claims. Last March, we released an "},{"_key":"5a13363f4f845","_type":"span","marks":["f225cdbd947b"],"text":"analysis "},{"_key":"5a13363f4f846","_type":"span","marks":[],"text":"of the housing preferences of the class of 2021, prior to housing day."}],"markDefs":[{"_key":"33fb19b84f14","_type":"internalLink","reference":{"_id":"7745605a-22bd-4db5-ac85-9f071e3cb186","_type":"project","_rev":"0HKRM86CFJ4e5MqjF1D55A","_createdAt":"2020-07-31T23:22:59Z","_updatedAt":"2020-08-04T03:23:43Z","body":[{"_key":"2ccb30c01c07","_type":"block","children":[{"_key":"2ccb30c01c070","_type":"span","marks":[],"text":"Harvard’s annual Housing Day festivities are just days away, scheduled for the morning of March 9, 2017. Before the latest year of freshmen are sorted into their Houses for their next three years, the "},{"_key":"2ccb30c01c071","_type":"span","marks":["10a829d9b261"],"text":"Harvard Open Data Project"},{"_key":"2ccb30c01c072","_type":"span","marks":[],"text":" conducted a survey to measure the preferences of wishful freshmen."}],"markDefs":[{"_key":"10a829d9b261","_type":"link","blank":true,"href":"http://harvard-open-data-project.github.io/"}],"style":"normal"},{"_key":"7cba3fde0415","_type":"block","children":[{"_key":"7cba3fde04150","_type":"span","marks":["strong"],"text":"In the spirit of open data, our raw survey data is available"},{"_key":"7cba3fde04151","_type":"span","marks":[],"text":" "},{"_key":"7cba3fde04152","_type":"span","marks":["strong","ab68666d8a88"],"text":"here"},{"_key":"7cba3fde04153","_type":"span","marks":["strong"],"text":". The visualizations used in this article can be found"},{"_key":"7cba3fde04154","_type":"span","marks":[],"text":" "},{"_key":"7cba3fde04155","_type":"span","marks":["strong","c749bb24bb24"],"text":"here"},{"_key":"7cba3fde04156","_type":"span","marks":["strong"],"text":"."}],"markDefs":[{"_key":"ab68666d8a88","_type":"link","blank":true,"href":"https://github.com/HarvardOpenData/harvard-data/tree/master/housing-day-2017"},{"_key":"c749bb24bb24","_type":"link","blank":true,"href":"https://ql.tc/7OR4Z6"}],"style":"normal"},{"_key":"cb0394f5193f","_type":"block","children":[{"_key":"cb0394f5193f0","_type":"span","marks":[],"text":""}],"markDefs":[],"style":"normal"},{"_key":"c1129c053480","_type":"block","children":[{"_key":"c1129c0534800","_type":"span","marks":[],"text":"Is Housing Day Random?"}],"markDefs":[],"style":"h2"},{"_key":"ce2c81a03dbd","_type":"block","children":[{"_key":"ce2c81a03dbd0","_type":"span","marks":["strong"],"text":"This survey is part of a larger project seeking to use data to explore one of Harvard’s most popular traditions: Housing Day."},{"_key":"ce2c81a03dbd1","_type":"span","marks":[],"text":" Harvard administrators and deans have "},{"_key":"ce2c81a03dbd2","_type":"span","marks":["76d05b88d91a"],"text":"long insisted"},{"_key":"ce2c81a03dbd3","_type":"span","marks":[],"text":" that the housing lottery used to assign freshman to upperclassman Houses is random, yet "},{"_key":"ce2c81a03dbd4","_type":"span","marks":["a3953b27f6da"],"text":"rumors and theories"},{"_key":"ce2c81a03dbd5","_type":"span","marks":[],"text":" persist every year. We hope to see, once and for all, whether or not housing data supports this claim of randomness."}],"markDefs":[{"_key":"76d05b88d91a","_type":"link","blank":true,"href":"http://osl.fas.harvard.edu/rising-sophomore-housing-lottery"},{"_key":"a3953b27f6da","_type":"link","href":"http://www.thecrimson.com/article/2012/3/7/Housing-day-lottery-freshmen/"}],"style":"normal"},{"_key":"d9235b091fe6","_type":"block","children":[{"_key":"d9235b091fe60","_type":"span","marks":[],"text":""}],"markDefs":[],"style":"normal"},{"_key":"448a7ac717c0","_type":"block","children":[{"_key":"448a7ac717c00","_type":"span","marks":[],"text":"2020’s House Preferences (in words and graphs)"}],"markDefs":[],"style":"h2"},{"_key":"bfc96aa4f5ac","_type":"block","children":[{"_key":"bfc96aa4f5ac0","_type":"span","marks":[],"text":"Our survey, sent over freshman dorm email lists to members of the Class of 2020, received 419 responses, a little over 25% of the freshman class."}],"markDefs":[],"style":"normal"},{"_key":"971bc35345cc","_type":"block","children":[{"_key":"971bc35345cc0","_type":"span","marks":[],"text":"The survey was simple; it asked freshmen to rank their prospective houses from 1 (highest preference) to 12 (lowest preference)."}],"markDefs":[],"style":"normal"},{"_key":"812c3957753c","_type":"block","children":[{"_key":"812c3957753c0","_type":"span","marks":["strong"],"text":"Winthrop House was the runaway favorite in having the most first-choice votes, with Currier and Mather Houses finishing essentially tied for the most last-choice votes."}],"markDefs":[],"style":"h4"},{"_key":"b04a10cdd3f3","_type":"block","children":[{"_key":"b04a10cdd3f30","_type":"span","marks":[],"text":"Further analysis of this data leads to several conclusions:"}],"markDefs":[],"style":"normal"},{"_key":"20f2249ecef7","_type":"block","children":[{"_key":"20f2249ecef70","_type":"span","marks":[],"text":""}],"markDefs":[],"style":"normal"},{"_key":"99169aa134a2","_type":"block","children":[{"_key":"99169aa134a20","_type":"span","marks":[],"text":"Construction Matters"}],"markDefs":[],"style":"h3"},{"_key":"a0a547ea34fe","_type":"figure","alt":"A rendering of the new Winthrop House. (Source)","asset":{"_ref":"image-64e54102b402ab60e4e4bcde3055e1da3984b072-605x403-png","_type":"reference"},"caption":"A rendering of the new Winthrop House. (Source)"},{"_key":"5fd1f5fadc08","_type":"block","children":[{"_key":"5fd1f5fadc080","_type":"span","marks":[],"text":"As Harvard continues renovating upperclassman Houses as part of its "},{"_key":"5fd1f5fadc081","_type":"span","marks":["8204e838d78e"],"text":"House Renewal"},{"_key":"5fd1f5fadc082","_type":"span","marks":[],"text":" program, it is clear that construction is on the mind of all freshmen. Recently-renovated Dunster House and soon-to-be completed Winthrop House claim the top two spots when ranked by average preference. "},{"_key":"5fd1f5fadc083","_type":"span","marks":["strong"],"text":"Though no students have seen the Winthrop House that they would move into in the fall, the hype is strong: over 40% of survey respondents listed Winthrop as their first choice House."}],"markDefs":[{"_key":"8204e838d78e","_type":"link","blank":true,"href":"https://college.harvard.edu/house-renewal"}],"style":"normal"},{"_key":"4f79587ce27b","_type":"figure","asset":{"_ref":"image-76a0c9aef947d287c16addc4f97540efb8e93859-630x526-png","_type":"reference"}},{"_key":"5ee327393109","_type":"block","children":[{"_key":"5ee3273931090","_type":"span","marks":[],"text":"Similarly, Lowell House, which is slated for a two-year renewal beginning in Fall 2017, is not as popular among freshmen as it has been "},{"_key":"5ee3273931091","_type":"span","marks":["0b30f0b651e2"],"text":"in past years"},{"_key":"5ee3273931092","_type":"span","marks":[],"text":". This can likely be attributed to “swing housing” arrangements scattered throughout Harvard Square that many students feel can negatively impact a House’s sense of community."}],"markDefs":[{"_key":"0b30f0b651e2","_type":"link","blank":true,"href":"http://www.thecrimson.com/article/2015/12/11/house-life-survey-one/"}],"style":"normal"},{"_key":"a5959381be55","_type":"block","children":[{"_key":"a5959381be550","_type":"span","marks":[],"text":""}],"markDefs":[],"style":"normal"},{"_key":"aaf52268b6d4","_type":"block","children":[{"_key":"aaf52268b6d40","_type":"span","marks":[],"text":"Location is Key"}],"markDefs":[],"style":"h3"},{"_key":"1d224f14656a","_type":"figure","alt":"The Radcliffe Quadrangle–\"the Quad.\"","asset":{"_ref":"image-06c59e40d5e0aabd0b84af1d8cb6d9387f16afe4-700x473-png","_type":"reference"},"caption":"The Radcliffe Quadrangle–\"the Quad.\""},{"_key":"39d628653ecc","_type":"block","children":[{"_key":"39d628653ecc0","_type":"span","marks":[],"text":"Perhaps unsurprisingly, the Houses (Cabot, Currier, and Pforzheimer) located in the Radcliffe Quadrangle, commonly referred to as the “Quad,” occupy three of the bottom four average freshman rankings. "},{"_key":"39d628653ecc1","_type":"span","marks":["strong"],"text":"While the Quad is only a"},{"_key":"39d628653ecc2","_type":"span","marks":[],"text":" "},{"_key":"39d628653ecc3","_type":"span","marks":["strong","d04e90c7b666"],"text":"16-minute walk"},{"_key":"39d628653ecc4","_type":"span","marks":[],"text":" "},{"_key":"39d628653ecc5","_type":"span","marks":["strong"],"text":"or"},{"_key":"39d628653ecc6","_type":"span","marks":[],"text":" "},{"_key":"39d628653ecc7","_type":"span","marks":["strong","a76c197adfe9"],"text":"5–minute shuttle ride"},{"_key":"39d628653ecc8","_type":"span","marks":[],"text":" "},{"_key":"39d628653ecc9","_type":"span","marks":["strong"],"text":"from Harvard Yard, it is still a drastic change for freshmen acclimated to the convenience of living in the Yard."},{"_key":"39d628653ecc10","_type":"span","marks":[],"text":" A similar argument can be made for Mather House, which occupies the remaining spot in the bottom four."}],"markDefs":[{"_key":"d04e90c7b666","_type":"link","blank":true,"href":"https://goo.gl/maps/3hfEiv8sBgu"},{"_key":"a76c197adfe9","_type":"link","blank":true,"href":"http://www.transportation.harvard.edu/shuttle-van-services/shuttle-routes/quad-yard-express"}],"style":"normal"},{"_key":"14d88b641dc8","_type":"block","children":[{"_key":"14d88b641dc80","_type":"span","marks":[],"text":"Though the three Quad Houses and Mather are conveniently serviced by Harvard shuttles and are known for having singles within suites, otherwise a rarity for sophomores, distance remains a factor on the forefront of the minds of freshmen."}],"markDefs":[],"style":"h4"},{"_key":"04a1a9dbda21","_type":"figure","asset":{"_ref":"image-0df7494dc527142f025173d49e5211d1978ec6d2-630x362-png","_type":"reference"}},{"_key":"1c0bfb96ed2f","_type":"block","children":[{"_key":"1c0bfb96ed2f0","_type":"span","marks":[],"text":"An interesting distinction can be drawn between Adams and Quincy Houses, which are the two Houses located closest to Harvard Yard. "},{"_key":"1c0bfb96ed2f1","_type":"span","marks":["strong"],"text":"Both rank favorably among most students, but there is a distinct spike in 12th place rankings for Adams House. Why this is the case is unclear."}],"markDefs":[],"style":"normal"},{"_key":"81b86d6008d1","_type":"block","children":[{"_key":"81b86d6008d10","_type":"span","marks":[],"text":""}],"markDefs":[],"style":"normal"},{"_key":"31ec946c700e","_type":"block","children":[{"_key":"31ec946c700e0","_type":"span","marks":[],"text":"Middle of the Road"}],"markDefs":[],"style":"h3"},{"_key":"c26881e240c5","_type":"figure","asset":{"_ref":"image-a90103b97cd168b07f3a4406013d0d6056ed9250-630x362-png","_type":"reference"}},{"_key":"3b73efc44503","_type":"block","children":[{"_key":"3b73efc445030","_type":"span","marks":[],"text":"An interesting trend arises in the breakdown of survey results. A trio of Houses (Kirkland, Leverett, and Eliot) have preference peaks in spots 5–8. "},{"_key":"3b73efc445031","_type":"span","marks":["strong"],"text":"These Houses seem not to be first-choices, nor last-choices, but consistently middle of the road in the minds of freshmen."}],"markDefs":[],"style":"normal"},{"_key":"509ce0c80338","_type":"block","children":[{"_key":"509ce0c803380","_type":"span","marks":[],"text":""}],"markDefs":[],"style":"normal"},{"_key":"ea83a1652a39","_type":"block","children":[{"_key":"ea83a1652a390","_type":"span","marks":[],"text":"At the End of the Day…"}],"markDefs":[],"style":"h2"},{"_key":"561d3c673cd6","_type":"block","children":[{"_key":"561d3c673cd60","_type":"span","marks":[],"text":"We recognize that this survey has no bearing on proving/disproving the randomness of the Housing Day lottery. As a freshman, I can vouch for the advising system’s (proctors, PAFs, resident deans) recommendations not to grow overly attached to a House. But that shouldn’t stop people from dreaming of luxurious riverfront courtyards, the wide expanse of the Quad lawn and singles, or the convenience of living in Adams."}],"markDefs":[],"style":"normal"},{"_key":"81814ca2ade7","_type":"block","children":[{"_key":"81814ca2ade70","_type":"span","marks":["strong"],"text":"A 2015 House Life survey conducted by"},{"_key":"81814ca2ade71","_type":"span","marks":[],"text":" "},{"_key":"81814ca2ade72","_type":"span","marks":["strong","em"],"text":"The Harvard Crimson"},{"_key":"81814ca2ade73","_type":"span","marks":[],"text":" "},{"_key":"81814ca2ade74","_type":"span","marks":["strong"],"text":"suggests that an"},{"_key":"81814ca2ade75","_type":"span","marks":[],"text":" "},{"_key":"81814ca2ade76","_type":"span","marks":["strong","a65e1808b3f6"],"text":"overwhelming majority"},{"_key":"81814ca2ade77","_type":"span","marks":[],"text":" "},{"_key":"81814ca2ade78","_type":"span","marks":["strong"],"text":"of upperclassman are satisfied with their assigned House."}],"markDefs":[{"_key":"a65e1808b3f6","_type":"link","blank":true,"href":"http://www.thecrimson.com/article/2015/12/11/house-life-survey-one/"}],"style":"h4"},{"_key":"dfb3bec76b47","_type":"block","children":[{"_key":"dfb3bec76b470","_type":"span","marks":[],"text":"“So even if freshmen are momentarily dismayed on Thursday morning, they can be reassured by the experiences of generations of Harvard students before them who loved their assigned House.”"}],"markDefs":[],"style":"blockquote"},{"_key":"2f09c7b71ecf","_type":"block","children":[{"_key":"2f09c7b71ecf0","_type":"span","marks":[],"text":"Some of the Class of 2020’s lowest-ranked Houses have higher satisfaction rates, on average, than the field. The same "},{"_key":"2f09c7b71ecf1","_type":"span","marks":["em"],"text":"Harvard Crimson"},{"_key":"2f09c7b71ecf2","_type":"span","marks":[],"text":" survey showed that residents of Cabot and Currier Houses, both located in the Quad, were extremely satisfied despite their initial disappointment."}],"markDefs":[],"style":"normal"},{"_key":"ab24c1bc6c8c","_type":"block","children":[{"_key":"ab24c1bc6c8c0","_type":"span","marks":["strong"],"text":"So 2020, whoever comes knocking on your door Thursday morning, know that you are bound for three fantastic years of House life. May the Housing odds be ever in your favor."},{"_key":"ab24c1bc6c8c1","_type":"span","marks":[],"text":""}],"markDefs":[],"style":"normal"}],"categories":[{"_key":"44517a729714","_ref":"6e40d903-3845-4d26-9e73-529a3fdeb70d","_type":"reference"}],"excerpt":[{"_key":"15c63f95bfda","_type":"block","children":[{"_key":"15c63f95bfda0","_type":"span","marks":[],"text":"A data-driven look at the House preferences of the Class of 2020"}],"markDefs":[],"style":"normal"}],"layout":"default","mainImage":{"_type":"mainImage","alt":"Cabot House residents gather outside University Hall on Housing Day. (Source)","asset":{"_ref":"image-0c250926900c67d91b98f2da59e2ddfefe8874a9-2000x1333-png","_type":"reference"}},"members":[{"_key":"bffeeb6b4104","_type":"projectMember","person":{"_ref":"87091047-eff5-455f-887d-9804945c8643","_type":"reference"},"roles":["author"]}],"publishedAt":"2017-03-08T08:00:00.000Z","relatedProjects":[{"_key":"88c699611df6","_ref":"2dfade9f-2ced-41c4-aede-9feffa923431","_type":"reference"},{"_key":"e83342d7c729","_ref":"c5279cf9-960b-40bb-9343-5f09228ce1f8","_type":"reference"}],"slug":{"_type":"slug","current":"harvard-s-most-and-least-desired-houses-housing-day-2017"},"subjects":[{"_key":"c071e6c1dfef","_ref":"c4a3e461-ea18-4002-8a56-80500bfe17c2","_type":"reference"}],"title":"Harvard’s Most (and Least) Desired Houses: Housing Day 2017","id":"-07a125ca-64b5-5170-a600-682202363018","children":[],"internal":{"type":"SanityProject","contentDigest":"34736fc196ff276f0dd0aecabc67388a","owner":"gatsby-source-sanity","counter":373},"parent":null,"__gatsby_resolved":{"slug":{"current":"harvard-s-most-and-least-desired-houses-housing-day-2017"}}}},{"_key":"d01bab3f312c","_type":"internalLink","reference":{"_id":"7d440829-0efd-4c37-973a-ea15e169221f","_type":"project","_rev":"7lJidvhe1bfnzzVAmrpP0B","_createdAt":"2020-07-31T23:23:15Z","_updatedAt":"2020-08-04T03:18:26Z","body":[{"_key":"86ab86c01a32","_type":"block","children":[{"_key":"86ab86c01a320","_type":"span","marks":[],"text":"Since the start of the random lottery system that assigns Harvard freshmen to upperclassman Houses, Harvard College administrators have insisted that the process is indeed random. For years, though, students have speculated that this was not the case. "},{"_key":"86ab86c01a321","_type":"span","marks":["strong"],"text":"The"},{"_key":"86ab86c01a322","_type":"span","marks":[],"text":" "},{"_key":"86ab86c01a323","_type":"span","marks":["strong","261afe502848"],"text":"Harvard Open Data Project"},{"_key":"86ab86c01a324","_type":"span","marks":[],"text":" "},{"_key":"86ab86c01a325","_type":"span","marks":["strong"],"text":"made it our mission to investigate."}],"markDefs":[{"_key":"261afe502848","_type":"link","blank":true,"href":"http://harvard-open-data-project.github.io/"}],"style":"normal"},{"_key":"a7298785c777","_type":"block","children":[{"_key":"a7298785c7770","_type":"span","marks":[],"text":"Our first survey and analysis, "},{"_key":"a7298785c7771","_type":"span","marks":["0f22e7c7d737"],"text":"posted here"},{"_key":"a7298785c7772","_type":"span","marks":[],"text":", asked freshmen in Harvard’s Class of 2020 their House preferences ahead of Housing Day on March 9. Our second survey, released after freshmen had been “sorted” into their House communities for the next three years, asked further demographic questions that we used to determine if there are any trends in House assignments."}],"markDefs":[{"_key":"0f22e7c7d737","_type":"internalLink","reference":{"_ref":"7745605a-22bd-4db5-ac85-9f071e3cb186","_type":"reference"}}],"style":"normal"},{"_key":"08c732f50d63","_type":"block","children":[{"_key":"08c732f50d630","_type":"span","marks":[],"text":"Harvard’s “random” lottery resulted from a desire to make each house a microcosm of the university. In previous years, when given the choice, students chose to live with people who were exactly like them, which led to homogeneous groups connected by interests, religion, or socioeconomic status."}],"markDefs":[],"style":"h4"},{"_key":"6a469a0799b3","_type":"block","children":[{"_key":"6a469a0799b30","_type":"span","marks":[],"text":"So which side is right? To answer, let’s look deeper into the data."}],"markDefs":[],"style":"normal"},{"_key":"978c42a5929a","_type":"block","children":[{"_key":"978c42a5929a0","_type":"span","marks":[],"text":""}],"markDefs":[],"style":"normal"},{"_key":"e9209fde9a16","_type":"block","children":[{"_key":"e9209fde9a160","_type":"span","marks":[],"text":"Football “luck”?"}],"markDefs":[],"style":"h2"},{"_key":"bf9828b4f326","_type":"figure","alt":"Harvard’s football team in action against Princeton in 2015 (Source)","asset":{"_ref":"image-823a6dcc6a278550556835908dc5a41bd25127ac-700x465-png","_type":"reference"},"caption":"Harvard’s football team in action against Princeton in 2015 (Source)"},{"_key":"53b1826aab5e","_type":"block","children":[{"_key":"53b1826aab5e0","_type":"span","marks":[],"text":"There are 28 freshmen on the varsity football team. Not a single one of them was “quadded.”"}],"markDefs":[],"style":"normal"},{"_key":"c9e20f356c83","_type":"block","children":[{"_key":"c9e20f356c830","_type":"span","marks":[],"text":"There were two blocking groups of eight football players that linked and one group of seven. The remaining four football players blocked with non-football players. "},{"_key":"c9e20f356c831","_type":"span","marks":["strong"],"text":"In total, there were seven blocking groups that had at least one football player in them. Of these seven blocking groups, not a single one of them was assigned a Quad House—Cabot, Currier, or Pforzheimer."}],"markDefs":[],"style":"normal"},{"_key":"188198fadb4e","_type":"block","children":[{"_key":"188198fadb4e0","_type":"span","marks":[],"text":"It is entirely possible that this was indeed a random result. But, for many students, this seems like more than simply a coincidence."}],"markDefs":[],"style":"normal"},{"_key":"5f4732f90d42","_type":"block","children":[{"_key":"5f4732f90d420","_type":"span","marks":[],"text":"“It makes sense for athletes to be given spatial preference. They need to be closer to athletic facilities for training. I’m not bothered by it, I just wish the administration would own up to it.” - Andrew Meersand ‘20"}],"markDefs":[],"style":"blockquote"},{"_key":"fe899a93dca7","_type":"figure","alt":"Quad: Pforzheimer, Cabot, Currier; River East: Dunster, Leverett, Mather; River Central: Adams, Lowell, Quincy; River West: Eliot, Kirkland, Winthrop.","asset":{"_ref":"image-c0752b51a33945eacc3dfecd2a3d5f66566da1cd-399x282-png","_type":"reference"},"caption":"Quad: Pforzheimer, Cabot, Currier; River East: Dunster, Leverett, Mather; River Central: Adams, Lowell, Quincy; River West: Eliot, Kirkland, Winthrop."},{"_key":"de4bbb8ab461","_type":"block","children":[{"_key":"de4bbb8ab4610","_type":"span","marks":["em"],"text":"Note: In reading the above graphic and similar ones below, the red bars represent the proportion of respondents in each community who identified with the trait in question, while the black bars represent a standard deviation from each neighborhood’s measured proportion."}],"markDefs":[],"style":"h4"},{"_key":"c127aa637c27","_type":"block","children":[{"_key":"c127aa637c270","_type":"span","marks":[],"text":"As a whole, however, 162 of 615 survey respondents (26.3%), reported being assigned to one of the three Quad houses. Compared to the subset of 19 0f 94 varsity athletes (20.2%) who reported being quadded, it appears as if these rumors may hold some weight. "},{"_key":"c127aa637c271","_type":"span","marks":["strong"],"text":"However, these data points are not statistically significant by themselves; further analysis of future Housing Day results would strengthen these findings."},{"_key":"c127aa637c272","_type":"span","marks":[],"text":""}],"markDefs":[],"style":"normal"},{"_key":"7e9569e20eee","_type":"block","children":[{"_key":"7e9569e20eee0","_type":"span","marks":[],"text":""}],"markDefs":[],"style":"normal"},{"_key":"12cbd8969684","_type":"block","children":[{"_key":"12cbd89696840","_type":"span","marks":[],"text":"Size Matters"}],"markDefs":[],"style":"h2"},{"_key":"0421328e65ce","_type":"figure","alt":"Blocking groups with eight people were much more likely to get quadded.","asset":{"_ref":"image-432dce8cb78fe42569239f12c0b74fa877bbe86d-392x282-png","_type":"reference"},"caption":"Blocking groups with eight people were much more likely to get quadded."},{"_key":"e682f3ba0c50","_type":"block","children":[{"_key":"e682f3ba0c500","_type":"span","marks":[],"text":"As shown above, our survey results indicate that blocking groups of eight people are much more likely to be assigned to a Quad House than smaller blocking groups. "},{"_key":"e682f3ba0c501","_type":"span","marks":["strong"],"text":"These full blocking groups were twice as likely to be quadded than assigned to a House in the River Central neighborhood (Adams, Quincy, and Lowell)."}],"markDefs":[],"style":"normal"},{"_key":"6ba8eee32be9","_type":"figure","alt":"Large blocking groups that linked with other groups were more likely to get quadded.","asset":{"_ref":"image-109aac27d4a707975cbae369e33c2be4f27315ab-399x282-png","_type":"reference"},"caption":"Large blocking groups that linked with other groups were more likely to get quadded."},{"_key":"953adace9aef","_type":"block","children":[{"_key":"953adace9aef0","_type":"span","marks":[],"text":"Additionally, blocking groups that didn’t link with another group were far less likely to be quadded than placed in a River House. The smaller sizes of many River Houses may explain these trends; these Houses are unable to accommodate numerous large blocking and linking groups."}],"markDefs":[],"style":"normal"},{"_key":"b0401a5ea9c9","_type":"block","children":[{"_key":"b0401a5ea9c90","_type":"span","marks":["strong"],"text":"Just one year of data isn’t enough to be conclusive."},{"_key":"b0401a5ea9c91","_type":"span","marks":[],"text":" But, if an enterprising freshman wants to avoid the Quad, they could do worse than choosing a small, un-linked blocking group."}],"markDefs":[],"style":"normal"},{"_key":"d9dd2aa302df","_type":"block","children":[{"_key":"d9dd2aa302df0","_type":"span","marks":[],"text":"The continued distaste for the Quad among freshmen defies logic, however, "},{"_key":"d9dd2aa302df1","_type":"span","marks":["strong"],"text":"when considering that residents of Quad Houses generally have higher satisfaction with their Houses than those of River Houses"},{"_key":"d9dd2aa302df2","_type":"span","marks":[],"text":", according to a "},{"_key":"d9dd2aa302df3","_type":"span","marks":["a202436808c2"],"text":"2015 survey"},{"_key":"d9dd2aa302df4","_type":"span","marks":[],"text":" conducted by "},{"_key":"d9dd2aa302df5","_type":"span","marks":["em"],"text":"The Harvard Crimson"},{"_key":"d9dd2aa302df6","_type":"span","marks":[],"text":"."}],"markDefs":[{"_key":"a202436808c2","_type":"link","blank":true,"href":"http://www.thecrimson.com/article/2015/12/11/house-life-survey-one/"}],"style":"normal"},{"_key":"42d5c5025c2f","_type":"block","children":[{"_key":"42d5c5025c2f0","_type":"span","marks":[],"text":"Blocking group size is a fairly easy metric to measure and change, but less malleable aspects of a group's identity may also play a significant part in where the group is assigned."}],"markDefs":[],"style":"normal"},{"_key":"6e566867ab09","_type":"block","children":[{"_key":"6e566867ab090","_type":"span","marks":[],"text":""}],"markDefs":[],"style":"normal"},{"_key":"f4e28ebd7614","_type":"block","children":[{"_key":"f4e28ebd76140","_type":"span","marks":[],"text":"Legacy and other factors"}],"markDefs":[],"style":"h2"},{"_key":"fb921821c127","_type":"figure","asset":{"_ref":"image-5b02fac332bc04221c2aa9b8b52b13e97ef66ebc-399x282-png","_type":"reference"}},{"_key":"1d77f01896de","_type":"block","children":[{"_key":"1d77f01896de0","_type":"span","marks":["strong"],"text":"It does not appear that having parents or siblings who preceded your Harvard journey affects House placement."},{"_key":"1d77f01896de1","_type":"span","marks":[],"text":" We asked respondents who are legacies whether or not they were placed in the same House as their relative:"}],"markDefs":[],"style":"normal"},{"_key":"9055d78d01d3","_type":"block","children":[{"_key":"9055d78d01d30","_type":"span","marks":[],"text":"Only 16 of 132 legacy respondents (12%) responded having been assigned the same House as a relative. More interestingly, 19 respondents (14%) responded having multiple family members who lived in different Houses."}],"markDefs":[],"style":"h4"},{"_key":"5e91ce0b9401","_type":"block","children":[{"_key":"5e91ce0b94010","_type":"span","marks":[],"text":"These results may put to bed rumors that Faculty Deans (previously known as House Masters) in each upperclassmen House have the ability to “select” freshmen of choice who may have legacies in a certain House."}],"markDefs":[],"style":"normal"},{"_key":"7a11b52d8bda","_type":"block","children":[{"_key":"7a11b52d8bda0","_type":"span","marks":[],"text":"We also considered other factors like race. While we asked about the race of respondents on our survey, the relatively few number of respondents in each House makes it difficult to determine any significant trends, as differences could be entirely a result of nonresponse bias."}],"markDefs":[],"style":"normal"},{"_key":"cc4205747435","_type":"block","children":[{"_key":"cc42057474350","_type":"span","marks":[],"text":""}],"markDefs":[],"style":"normal"},{"_key":"d0dfab79b68b","_type":"block","children":[{"_key":"d0dfab79b68b0","_type":"span","marks":[],"text":"A Dingman non-denial?"}],"markDefs":[],"style":"h2"},{"_key":"2b5824de5de3","_type":"block","children":[{"_key":"2b5824de5de30","_type":"span","marks":[],"text":"A "},{"_key":"2b5824de5de31","_type":"span","marks":["48c9de1450f6"],"text":"Housing Day 2017 video"},{"_key":"2b5824de5de32","_type":"span","marks":[],"text":" released by campus group On Harvard Time features Dean of Freshmen Tom Dingman, who when asked whether House placements are truly random, responds:"}],"markDefs":[{"_key":"48c9de1450f6","_type":"link","blank":true,"href":"https://youtu.be/cg5oFvuL0P8?t=31s"}],"style":"normal"},{"_key":"ea62f4d336a8","_type":"figure","asset":{"_ref":"image-5c0a3f6cce6d2745896c2c7f83aafaa80fd70474-480x270-gif","_type":"reference"}},{"_key":"84c8f2f26355","_type":"block","children":[{"_key":"84c8f2f263550","_type":"span","marks":[],"text":"Whether this means anything or not, is up to you to decide."}],"markDefs":[],"style":"normal"},{"_key":"d5b59128e661","_type":"block","children":[{"_key":"d5b59128e6610","_type":"span","marks":[],"text":""}],"markDefs":[],"style":"normal"},{"_key":"6d269954eeff","_type":"block","children":[{"_key":"6d269954eeff0","_type":"span","marks":[],"text":"Other administrators claim randomness"}],"markDefs":[],"style":"h1"},{"_key":"31e0d4148d63","_type":"block","children":[{"_key":"31e0d4148d630","_type":"span","marks":[],"text":"After running the data, we spoke with Amy Vest of the Office of Student Life, the department that runs the housing lottery. She was very helpful and explained that, to her knowledge, the process is entirely random outside of a few small factors like accommodations for accessibility (since not all houses are accessible). We’re inclined to trust Ms. Vest, but as a matter of scientific principle we need to keep collecting and analyzing data to come to a definitive conclusion."}],"markDefs":[],"style":"normal"},{"_key":"b812f6ccc5a9","_type":"block","children":[{"_key":"b812f6ccc5a90","_type":"span","marks":[],"text":""}],"markDefs":[],"style":"normal"},{"_key":"7145e966170c","_type":"block","children":[{"_key":"7145e966170c0","_type":"span","marks":[],"text":"Interesting anecdotes"}],"markDefs":[],"style":"h2"},{"_key":"7267995aebeb","_type":"block","children":[{"_key":"7267995aebeb0","_type":"span","marks":[],"text":"We can’t draw any conclusions from anecdotes, but we found a few House placements that were interesting, at the very least:"}],"markDefs":[],"style":"normal"},{"_key":"c79f7b7c51fc","_type":"block","children":[{"_key":"c79f7b7c51fc0","_type":"span","marks":[],"text":"Five of twelve students in “The Art and Craft of Acting,” a freshman seminar, were placed in Adams House. Adams has traditionally been a House known for its artsy vibes."}],"level":1,"listItem":"bullet","markDefs":[],"style":"normal"},{"_key":"a8a9880ad7d0","_type":"block","children":[{"_key":"a8a9880ad7d00","_type":"span","marks":[],"text":"Pforzheimer House welcomed its largest incoming class in recent history according to a House rep. Another member of the house noted, "},{"_key":"a8a9880ad7d01","_type":"span","marks":["strong"],"text":"“given the ‘trade deficit,’ I suspect the Quad always needs disproportionately more people.”"},{"_key":"a8a9880ad7d02","_type":"span","marks":[],"text":" That said, a member of Cabot House reported that it welcomed “close to our lowest number ever.”"}],"level":1,"listItem":"bullet","markDefs":[],"style":"normal"},{"_key":"8e819d48786c","_type":"block","children":[{"_key":"8e819d48786c0","_type":"span","marks":[],"text":""}],"markDefs":[],"style":"normal"},{"_key":"2fd1d4c2a2f1","_type":"block","children":[{"_key":"2fd1d4c2a2f10","_type":"span","marks":[],"text":"Conclusion: more data needed"}],"markDefs":[],"style":"h2"},{"_key":"bcdb59e3aef5","_type":"block","children":[{"_key":"bcdb59e3aef50","_type":"span","marks":[],"text":"While there may be some data and anecdotal accounts that support theories that the Housing lottery is not random, we believe that "},{"_key":"bcdb59e3aef51","_type":"span","marks":["strong"],"text":"one year’s worth of data is not enough to definitively make this claim."},{"_key":"bcdb59e3aef52","_type":"span","marks":[],"text":" We at the Harvard Open Data Project are committed to running this survey in future years to continue studying this Harvard mystery."}],"markDefs":[],"style":"normal"},{"_key":"90dc67f680ed","_type":"block","children":[{"_key":"90dc67f680ed0","_type":"span","marks":[],"text":"If you have interesting theories or anecdotes you’d like us to share or investigate further in future years, "},{"_key":"90dc67f680ed1","_type":"span","marks":["15e0b5671920"],"text":"reach out to us"},{"_key":"90dc67f680ed2","_type":"span","marks":[],"text":"!"}],"markDefs":[{"_key":"15e0b5671920","_type":"link","blank":true,"href":"mailto:neelmehta@college.harvard.edu"}],"style":"normal"},{"_key":"58ee1a638681","_type":"block","children":[{"_key":"58ee1a6386810","_type":"span","marks":[],"text":""},{"_key":"58ee1a6386811","_type":"span","marks":["b96e29107662"],"text":"Our raw data is available on GitHub"},{"_key":"58ee1a6386812","_type":"span","marks":[],"text":" — give it a look, and give us a shout if you find anything interesting!"}],"markDefs":[{"_key":"b96e29107662","_type":"link","blank":true,"href":"https://github.com/Harvard-Open-Data-Project/harvard-data/tree/master/house-assignments-2017"}],"style":"normal"}],"categories":[{"_key":"0d18b37d9d4d","_ref":"6e40d903-3845-4d26-9e73-529a3fdeb70d","_type":"reference"}],"excerpt":[{"_key":"4f1e76361e3f","_type":"block","children":[{"_key":"4f1e76361e3f0","_type":"span","marks":[],"text":"Size matters, along with many other factors…"}],"markDefs":[],"style":"normal"}],"layout":"default","mainImage":{"_type":"mainImage","alt":"Spirited members of Currier House gather in front of University Hall on Housing Day. (Photo and caption credit: Lauren A. Sierra for the Harvard Crimson)","asset":{"_ref":"image-630adf2b8e06a20aeb392b73a071540ab2d21e7a-635x423-png","_type":"reference"}},"members":[{"_key":"33a16da96259","_type":"projectMember","person":{"_ref":"c4d23029-6e38-4f6b-8135-b03c9211fb0f","_type":"reference"},"roles":["author"]}],"publishedAt":"2017-03-19T07:00:00.000Z","relatedProjects":[],"slug":{"_type":"slug","current":"why-the-harvard-housing-lottery-might-not-be-random"},"subjects":[{"_key":"c842d32e42fc","_ref":"c4a3e461-ea18-4002-8a56-80500bfe17c2","_type":"reference"}],"title":"Why The Harvard Housing Lottery Might Not Be Random","id":"-32f28a58-d435-5602-bbbd-db7c62424179","children":[],"internal":{"type":"SanityProject","contentDigest":"b902dd3eb1c4056ff11f681afa9594c6","owner":"gatsby-source-sanity","counter":383},"parent":null,"__gatsby_resolved":{"slug":{"current":"why-the-harvard-housing-lottery-might-not-be-random"}}}},{"_key":"f225cdbd947b","_type":"internalLink","reference":{"_id":"acefb088-1da1-4304-8d59-4854e7473b79","_type":"project","_rev":"7lJidvhe1bfnzzVAmop4Qf","_createdAt":"2020-07-31T23:25:29Z","_updatedAt":"2020-08-02T07:27:54Z","body":[{"_key":"6194c35e0f53","_type":"block","children":[{"_key":"6194c35e0f530","_type":"span","marks":[],"text":"Athough the acceptance rate might have you believe otherwise, Harvard students care about boringly normal things. In reality, we all eat, sleep, and breathe just like everyone else. Where exactly we do those things, however, can have a profound impact on our college experience."}],"markDefs":[],"style":"normal"},{"_key":"18d99787e213","_type":"block","children":[{"_key":"18d99787e2130","_type":"span","marks":[],"text":"Harvard students are placed into freshman dorms in the summer preceding their first semester. As the year comes to a close, the students are sorted into undergraduate residential houses, where they will reside for the remainder of their college education."}],"markDefs":[],"style":"normal"},{"_key":"c3f400f19677","_type":"block","children":[{"_key":"c3f400f196770","_type":"span","marks":[],"text":"The Second Survey"}],"markDefs":[],"style":"h2"},{"_key":"dc99619a99d3","_type":"block","children":[{"_key":"dc99619a99d30","_type":"span","marks":[],"text":"Last year, the Harvard Open Data Project got 419 responses to our survey asking the class of 2020 to rank their housing preferences on a scale of 1 (most desired) to 12 (least desired)."}],"markDefs":[],"style":"normal"},{"_key":"0e703feba109","_type":"block","children":[{"_key":"0e703feba1090","_type":"span","marks":[],"text":"This year, we decided to conduct the exact same Housing Day preference survey with an entirely new group of students. In just 5 days, we received 534 responses solicited mainly from email lists, a more than 25% increase compared to last year."}],"markDefs":[],"style":"blockquote"},{"_key":"74009af9a9e7","_type":"block","children":[{"_key":"74009af9a9e70","_type":"span","marks":[],"text":"Drumroll, Please…"}],"markDefs":[],"style":"h2"},{"_key":"120d482fdb7d","_type":"block","children":[{"_key":"120d482fdb7d0","_type":"span","marks":[],"text":"The results:"}],"markDefs":[],"style":"normal"},{"_key":"a24e40547eed","_type":"figure","asset":{"_ref":"image-d21421e23a087725bc0b19e1145e941355ebdd20-1856x1026-png","_type":"reference"},"caption":"Mean preference rankings for each House (lower numbers = more desirable)"},{"_key":"77cc309f9fa2","_type":"block","children":[{"_key":"77cc309f9fa20","_type":"span","marks":["strong"],"text":"‘Throp on Top"}],"markDefs":[],"style":"normal"},{"_key":"259856c719c0","_type":"block","children":[{"_key":"259856c719c00","_type":"span","marks":[],"text":"Not surprisingly, Winthrop house won by a landslide for the 2nd year in a row. Last year, Winthrop’s mean score was 3.41, and this year the house is "},{"_key":"259856c719c01","_type":"span","marks":["strong"],"text":"even more favored"},{"_key":"259856c719c02","_type":"span","marks":[],"text":" with a mean score of 2.76. It’s easy to see why freshmen like the place; newly renovated Winthrop welcomed its first batch of residents in the fall of 2017."}],"markDefs":[],"style":"normal"},{"_key":"8ef9546ec04a","_type":"block","children":[{"_key":"8ef9546ec04a0","_type":"span","marks":[],"text":"Only 1 person, out of 534, listed Winthrop as their last choice."}],"markDefs":[],"style":"blockquote"},{"_key":"2decf62e181d","_type":"block","children":[{"_key":"2decf62e181d0","_type":"span","marks":[],"text":"However, newness isn’t without its drawbacks. Some students we talked to compared the colorlessly sterile Winthrop dining hall to a “luxury hospital.” Still, Winthrop reigns supreme for the second year in a row.\n"}],"markDefs":[],"style":"normal"},{"_key":"be428ffd362f","_type":"figure","asset":{"_ref":"image-a31cd7ce7cf58959e00ba3462d45ef77731152c6-1506x800-png","_type":"reference"},"caption":"The number of votes that each house received."},{"_key":"18b273b22475","_type":"block","children":[{"_key":"18b273b224750","_type":"span","marks":[],"text":"Swing is King"}],"markDefs":[],"style":"h2"},{"_key":"f29fa4ab0d9a","_type":"block","children":[{"_key":"f29fa4ab0d9a0","_type":"span","marks":[],"text":"Last year, Lowell House ranked 8th in desirability based on mean housing preferences. We hypothesized that this was due to impending swing housing and the lack of community that some feel it engenders."}],"markDefs":[],"style":"normal"},{"_key":"cfb837627089","_type":"block","children":[{"_key":"cfb8376270890","_type":"span","marks":[],"text":"However, the class of 2021 "},{"_key":"cfb8376270891","_type":"span","marks":["em"],"text":"loves"},{"_key":"cfb8376270892","_type":"span","marks":[],"text":" Lowell. Lowell rose from 8th place last year to 2nd this year — just 12 months later."}],"markDefs":[],"style":"blockquote"},{"_key":"89ef08d01753","_type":"block","children":[{"_key":"89ef08d017530","_type":"span","marks":[],"text":"This surge in popularly may be due to the fact that the class of 2021 will only have to spend 1 year in swing housing before moving into the newly renovated house for the remainder of their time."}],"markDefs":[],"style":"normal"},{"_key":"fcedd7050d60","_type":"block","children":[{"_key":"fcedd7050d600","_type":"span","marks":[],"text":"The Quad Squad"}],"markDefs":[],"style":"h2"},{"_key":"f68ca84fd501","_type":"block","children":[{"_key":"f68ca84fd5010","_type":"span","marks":[],"text":"The shuttle ride didn’t get any shorter between this year and last. "},{"_key":"f68ca84fd5011","_type":"span","marks":["strong"],"text":"Pfoho, Currier, and Cabot were the 3 least desirable houses among the freshman class, most likely due to the .7 mile walk that separates the houses from the center of campus."}],"markDefs":[],"style":"normal"},{"_key":"386f97c6bb17","_type":"block","children":[{"_key":"386f97c6bb170","_type":"span","marks":[],"text":"Despite the prospect of spacious rooms, a healthy separation between school and home, and a large green space often filled with cute dogs, the class of 2021 reacted unfavorably to the Quad as a whole."}],"markDefs":[],"style":"blockquote"},{"_key":"187e87271842","_type":"block","children":[{"_key":"187e872718420","_type":"span","marks":[],"text":"Even the opportunity to spend more quality time with Dean Khurana was not enough to keep Cabot from its newfound position as Harvard’s least-desired house."}],"markDefs":[],"style":"normal"},{"_key":"ca608be00b36","_type":"block","children":[{"_key":"ca608be00b360","_type":"span","marks":[],"text":"Location Isn’t Everything"}],"markDefs":[],"style":"h2"},{"_key":"81975952473e","_type":"block","children":[{"_key":"81975952473e0","_type":"span","marks":[],"text":"Traditionally, much of the negative feelings surrounding the Quad Houses are due to their distance from Harvard Yard. "},{"_key":"81975952473e1","_type":"span","marks":["strong"],"text":"However, proximity to “the Yard” is not a guarantee of popularity among the class of 2021."},{"_key":"81975952473e2","_type":"span","marks":[],"text":" Adams House, which is closest to Harvard’s main academic hub, slipped from 6th in last year’s ranking to 8th this year. Known as Harvard’s most “historic” residence, Adams is not without its quirks, both good and bad. Despite the fact that there is literally a room with gold on the walls, some parts of Adams are in need of major upgrading. Aside from the quad, renovations may play a larger role in housing preferences than location."}],"markDefs":[],"style":"normal"},{"_key":"a283392cfe0c","_type":"block","children":[{"_key":"a283392cfe0c0","_type":"span","marks":[],"text":"Mather House and Dunster house are geographical neighbors, yet their rankings are far apart (9th and 3rd respectively). Therefore, it is reasonable to posit that the preference for Dunster over Mather is due largely to Dunster’s recent renovation, not to its location."}],"markDefs":[],"style":"blockquote"},{"_key":"b9c6e9bbd928","_type":"block","children":[{"_key":"b9c6e9bbd9280","_type":"span","marks":[],"text":"The Most (and Least) Controversial Houses"}],"markDefs":[],"style":"h2"},{"_key":"435bfc470db8","_type":"figure","asset":{"_ref":"image-a225f6565e399b9d8177f805b57f1306055ad09f-1502x456-png","_type":"reference"},"caption":"The average rankings of each House, along with variance and standard deviation."},{"_key":"260cd1d8ab31","_type":"block","children":[{"_key":"260cd1d8ab310","_type":"span","marks":["strong"],"text":"Based on standard deviation, preferences for Adams House appeared to be the most controversial in this year’s poll."},{"_key":"260cd1d8ab311","_type":"span","marks":[],"text":" The Gold Coast is next in line for renovations, but its multiple buildings and historical significance mean that the work will take place over three years, starting with Claverly hall. This unique construction schedule will likely limit the opportunities for upperclassmen to reside in swanky swing housing. According to current plans, all sophomores will live in the Inn at Harvard, with the majority of upperclassmen residing in the remaining un-renovated buildings. Perhaps the notoriously desirable Adams dining hall will be less crowded during the lunch rush, even if just temporarily."}],"markDefs":[],"style":"normal"},{"_key":"eebe49be5142","_type":"block","children":[{"_key":"eebe49be51420","_type":"span","marks":[],"text":"Besides Winthrop (which was widely adored), preferences for Leverett House, which ranked 6th in this year’s poll, had the "},{"_key":"eebe49be51421","_type":"span","marks":["em"],"text":"lowest"},{"_key":"eebe49be51422","_type":"span","marks":[],"text":" standard deviation. This means that Leverett is one of the least polarizing Houses among the freshmen, who "},{"_key":"eebe49be51423","_type":"span","marks":["strong"],"text":"seem to agree that Leverett is the most average House."},{"_key":"eebe49be51424","_type":"span","marks":[],"text":""}],"markDefs":[],"style":"normal"},{"_key":"75a0e98e5666","_type":"figure","asset":{"_ref":"image-b34843e1aa52048042e05e7686d9957088730e01-800x533-png","_type":"reference"},"caption":"Full disclosure: I am In Adams House. (The Harvard Gazette)"},{"_key":"a6919cccda90","_type":"block","children":[{"_key":"a6919cccda900","_type":"span","marks":[],"text":"Next Year: Will Lowell Beat Winthrop?"}],"markDefs":[],"style":"h2"},{"_key":"fddd233c5572","_type":"block","children":[{"_key":"fddd233c55720","_type":"span","marks":[],"text":"Throughout the past few years Winthrop and Dunster have consistently stayed at the top of the housing desirability ranks. "},{"_key":"fddd233c55721","_type":"span","marks":["strong"],"text":"Next year, we predict that Lowell will join them atop the rankings; the class of 2022 will likely look forward to being part of the first class to reside in its renovated glory."},{"_key":"fddd233c55722","_type":"span","marks":[],"text":" Lowell’s proximity to the yard, coupled with renovations, may lead it to surpass Winthrop in desirability ratings next year."}],"markDefs":[],"style":"normal"},{"_key":"4860e7c9b76f","_type":"block","children":[{"_key":"4860e7c9b76f0","_type":"span","marks":[],"text":"We predict that Eliot, Kirkland, and Mather will continue to fall in the rankings as they are surpassed by renovated houses. Eventually, we predict that the partial renovations of Quincy and Leverett may be forgotten, as they pale in comparison to the drastic overhauls of their neighbors."}],"markDefs":[],"style":"normal"},{"_key":"6bdf2b3dce37","_type":"block","children":[{"_key":"6bdf2b3dce370","_type":"span","marks":[],"text":"Which House Is Best? Mine."}],"markDefs":[],"style":"h2"},{"_key":"4f5884fe5f40","_type":"block","children":[{"_key":"4f5884fe5f400","_type":"span","marks":[],"text":"If you’re disappointed by the House that knocks on your door on Thursday, don’t fret. As we discussed last year, the vast majority of Harvard students end up loving their House."}],"markDefs":[],"style":"normal"},{"_key":"d6c2ce83ebdb","_type":"block","children":[{"_key":"d6c2ce83ebdb0","_type":"span","marks":[],"text":"We hope everyone has an awesome Housing Day. Keep your eyes peeled for more articles post-break."}],"markDefs":[],"style":"normal"}],"categories":[{"_key":"f8ad589b91fd","_ref":"6e40d903-3845-4d26-9e73-529a3fdeb70d","_type":"reference"}],"excerpt":[{"_key":"2f17e536bbc4","_type":"block","children":[{"_key":"2f17e536bbc40","_type":"span","marks":[],"text":"A data-driven analysis of the housing preferences of the Class of 2021."}],"markDefs":[],"style":"normal"}],"layout":"default","mainImage":{"_type":"mainImage","alt":"Upperclass students in Harvard Yard on Housing Day.","asset":{"_ref":"image-53d12b989f43ca6203be5b1e891320d403853177-2000x1333-png","_type":"reference"}},"members":[{"_key":"01ec7f304d4a","_type":"projectMember","person":{"_ref":"c4d23029-6e38-4f6b-8135-b03c9211fb0f","_type":"reference"},"roles":["author","developer"]},{"_key":"429a01ca6c42","_type":"projectMember","person":{"_ref":"1a912d38-ad99-49c7-beec-d7368b7a7cb4","_type":"reference"},"roles":["contributor"]},{"_key":"dd1e5e833ed4","_type":"projectMember","person":{"_ref":"589bc38f-28f0-48ba-9153-8d647c1e9d0a","_type":"reference"},"roles":["contributor"]},{"_key":"fce8b0d68eaf","_type":"projectMember","person":{"_ref":"d5b583c5-60cd-4744-b7d4-2b76ba4d6307","_type":"reference"},"roles":["contributor"]},{"_key":"672a8e3f4b00","_type":"projectMember","person":{"_ref":"03ddb926-1fbe-4bb4-91ce-7dc6360d0e12","_type":"reference"},"roles":["contributor"]}],"publishedAt":"2018-03-06T08:00:00.000Z","relatedProjects":[{"_key":"d09ea9796ed6","_ref":"7745605a-22bd-4db5-ac85-9f071e3cb186","_type":"reference"},{"_key":"f72b374b8754","_ref":"2dfade9f-2ced-41c4-aede-9feffa923431","_type":"reference"}],"slug":{"_type":"slug","current":"where-do-harvard-students-want-to-live"},"subjects":[{"_key":"5bd3211b732e","_ref":"c4a3e461-ea18-4002-8a56-80500bfe17c2","_type":"reference"}],"title":"Where Do Harvard Students Want to Live?","id":"-c55f0f22-3b14-542e-bd4a-3cd4aab4c176","children":[],"internal":{"type":"SanityProject","contentDigest":"c0764c5f6193dba613351d15f5595f42","owner":"gatsby-source-sanity","counter":447},"parent":null,"__gatsby_resolved":{"slug":{"current":"where-do-harvard-students-want-to-live"}}}}],"style":"normal"},{"_key":"787186652c49","_type":"block","children":[{"_key":"787186652c490","_type":"span","marks":[],"text":"Shortly after first-years received their housing assignments last spring, we sent out a survey via email and offered Insomnia Cookies to those who filled it out. Our intent was to understand not only where students were placed, but also how they felt about their assignments. We received a "},{"_key":"787186652c491","_type":"span","marks":["strong"],"text":"record 507 responses"},{"_key":"787186652c492","_type":"span","marks":[],"text":", more than a quarter of the entire class."}],"markDefs":[],"style":"normal"},{"_key":"d8007b9c7891","_type":"block","children":[{"_key":"d8007b9c78910","_type":"span","marks":["em"],"text":"It is important to remember that this data comes from a sample of the entire class, and is not necessarily representative."}],"markDefs":[],"style":"normal"},{"_key":"a262453a676b","_type":"block","children":[{"_key":"a262453a676b0","_type":"span","marks":["strong"],"text":"How Satisfied Were Students with Their Housing Assignments?"}],"markDefs":[],"style":"h3"},{"_key":"b4f2d1f5c020","_type":"figure","asset":{"_id":"image-89321cdd2ae3fa202319ad522764a7107b2ebb9a-657x453-png","_type":"sanity.imageAsset","_rev":"0HKRM86CFJ4e5MqjEuWlQy","_createdAt":"2020-08-02T02:08:27Z","_updatedAt":"2020-08-02T02:08:27Z","assetId":"89321cdd2ae3fa202319ad522764a7107b2ebb9a","extension":"png","metadata":{"_type":"sanity.imageMetadata","dimensions":{"_type":"sanity.imageDimensions","aspectRatio":1.4503311258278146,"height":453,"width":657},"hasAlpha":true,"isOpaque":true,"lqip":"data:image/png;base64,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","palette":{"_type":"sanity.imagePalette","darkMuted":{"_type":"sanity.imagePaletteSwatch","background":"#5c6a74","foreground":"#fff","population":0.04,"title":"#fff"},"darkVibrant":{"_type":"sanity.imagePaletteSwatch","background":"#0470b8","foreground":"#fff","population":0,"title":"#fff"},"dominant":{"_type":"sanity.imagePaletteSwatch","background":"#1c7cb9","foreground":"#fff","population":4.12,"title":"#fff"},"lightMuted":{"_type":"sanity.imagePaletteSwatch","background":"#aebdc7","foreground":"#000","population":2.77,"title":"#fff"},"lightVibrant":{"_type":"sanity.imagePaletteSwatch","background":"#78bef1","foreground":"#000","population":0.23,"title":"#fff"},"muted":{"_type":"sanity.imagePaletteSwatch","background":"#7a9cb3","foreground":"#fff","population":1.29,"title":"#fff"},"vibrant":{"_type":"sanity.imagePaletteSwatch","background":"#1c7cb9","foreground":"#fff","population":4.12,"title":"#fff"}}},"mimeType":"image/png","originalFilename":"newplot.png","path":"images/xx0obpjv/production/89321cdd2ae3fa202319ad522764a7107b2ebb9a-657x453.png","sha1hash":"89321cdd2ae3fa202319ad522764a7107b2ebb9a","size":32685,"uploadId":"c7RZ55uI5Zdt9kyV9T5dTNN0VDTyl2EW","url":"https://cdn.sanity.io/images/xx0obpjv/production/89321cdd2ae3fa202319ad522764a7107b2ebb9a-657x453.png","id":"image-89321cdd2ae3fa202319ad522764a7107b2ebb9a-657x453-png","children":[],"internal":{"type":"SanityImageAsset","contentDigest":"2ae7dcc8bdca5fb455981a1828245f09","owner":"gatsby-source-sanity","counter":971},"parent":null}},{"_key":"280f297ed984","_type":"block","children":[{"_key":"280f297ed9840","_type":"span","marks":[],"text":"Incoming Winthrop, Lowell, and Dunster residents reported the top three highest levels of satisfaction. "},{"_key":"280f297ed9841","_type":"span","marks":["strong"],"text":"This is unsurprising; newly renovated houses and spacious swing accommodations remained the envy of many students."},{"_key":"280f297ed9842","_type":"span","marks":[],"text":" As is consistent with "},{"_key":"280f297ed9843","_type":"span","marks":["5028619a4753"],"text":"previous findings"},{"_key":"280f297ed9844","_type":"span","marks":[],"text":", those assigned to the quad reported the lowest levels of satisfaction with their assignments."}],"markDefs":[{"_key":"5028619a4753","_type":"internalLink","reference":{"_id":"7d440829-0efd-4c37-973a-ea15e169221f","_type":"project","_rev":"7lJidvhe1bfnzzVAmrpP0B","_createdAt":"2020-07-31T23:23:15Z","_updatedAt":"2020-08-04T03:18:26Z","body":[{"_key":"86ab86c01a32","_type":"block","children":[{"_key":"86ab86c01a320","_type":"span","marks":[],"text":"Since the start of the random lottery system that assigns Harvard freshmen to upperclassman Houses, Harvard College administrators have insisted that the process is indeed random. For years, though, students have speculated that this was not the case. "},{"_key":"86ab86c01a321","_type":"span","marks":["strong"],"text":"The"},{"_key":"86ab86c01a322","_type":"span","marks":[],"text":" "},{"_key":"86ab86c01a323","_type":"span","marks":["strong","261afe502848"],"text":"Harvard Open Data Project"},{"_key":"86ab86c01a324","_type":"span","marks":[],"text":" "},{"_key":"86ab86c01a325","_type":"span","marks":["strong"],"text":"made it our mission to investigate."}],"markDefs":[{"_key":"261afe502848","_type":"link","blank":true,"href":"http://harvard-open-data-project.github.io/"}],"style":"normal"},{"_key":"a7298785c777","_type":"block","children":[{"_key":"a7298785c7770","_type":"span","marks":[],"text":"Our first survey and analysis, "},{"_key":"a7298785c7771","_type":"span","marks":["0f22e7c7d737"],"text":"posted here"},{"_key":"a7298785c7772","_type":"span","marks":[],"text":", asked freshmen in Harvard’s Class of 2020 their House preferences ahead of Housing Day on March 9. Our second survey, released after freshmen had been “sorted” into their House communities for the next three years, asked further demographic questions that we used to determine if there are any trends in House assignments."}],"markDefs":[{"_key":"0f22e7c7d737","_type":"internalLink","reference":{"_ref":"7745605a-22bd-4db5-ac85-9f071e3cb186","_type":"reference"}}],"style":"normal"},{"_key":"08c732f50d63","_type":"block","children":[{"_key":"08c732f50d630","_type":"span","marks":[],"text":"Harvard’s “random” lottery resulted from a desire to make each house a microcosm of the university. In previous years, when given the choice, students chose to live with people who were exactly like them, which led to homogeneous groups connected by interests, religion, or socioeconomic status."}],"markDefs":[],"style":"h4"},{"_key":"6a469a0799b3","_type":"block","children":[{"_key":"6a469a0799b30","_type":"span","marks":[],"text":"So which side is right? To answer, let’s look deeper into the data."}],"markDefs":[],"style":"normal"},{"_key":"978c42a5929a","_type":"block","children":[{"_key":"978c42a5929a0","_type":"span","marks":[],"text":""}],"markDefs":[],"style":"normal"},{"_key":"e9209fde9a16","_type":"block","children":[{"_key":"e9209fde9a160","_type":"span","marks":[],"text":"Football “luck”?"}],"markDefs":[],"style":"h2"},{"_key":"bf9828b4f326","_type":"figure","alt":"Harvard’s football team in action against Princeton in 2015 (Source)","asset":{"_ref":"image-823a6dcc6a278550556835908dc5a41bd25127ac-700x465-png","_type":"reference"},"caption":"Harvard’s football team in action against Princeton in 2015 (Source)"},{"_key":"53b1826aab5e","_type":"block","children":[{"_key":"53b1826aab5e0","_type":"span","marks":[],"text":"There are 28 freshmen on the varsity football team. Not a single one of them was “quadded.”"}],"markDefs":[],"style":"normal"},{"_key":"c9e20f356c83","_type":"block","children":[{"_key":"c9e20f356c830","_type":"span","marks":[],"text":"There were two blocking groups of eight football players that linked and one group of seven. The remaining four football players blocked with non-football players. "},{"_key":"c9e20f356c831","_type":"span","marks":["strong"],"text":"In total, there were seven blocking groups that had at least one football player in them. Of these seven blocking groups, not a single one of them was assigned a Quad House—Cabot, Currier, or Pforzheimer."}],"markDefs":[],"style":"normal"},{"_key":"188198fadb4e","_type":"block","children":[{"_key":"188198fadb4e0","_type":"span","marks":[],"text":"It is entirely possible that this was indeed a random result. But, for many students, this seems like more than simply a coincidence."}],"markDefs":[],"style":"normal"},{"_key":"5f4732f90d42","_type":"block","children":[{"_key":"5f4732f90d420","_type":"span","marks":[],"text":"“It makes sense for athletes to be given spatial preference. They need to be closer to athletic facilities for training. I’m not bothered by it, I just wish the administration would own up to it.” - Andrew Meersand ‘20"}],"markDefs":[],"style":"blockquote"},{"_key":"fe899a93dca7","_type":"figure","alt":"Quad: Pforzheimer, Cabot, Currier; River East: Dunster, Leverett, Mather; River Central: Adams, Lowell, Quincy; River West: Eliot, Kirkland, Winthrop.","asset":{"_ref":"image-c0752b51a33945eacc3dfecd2a3d5f66566da1cd-399x282-png","_type":"reference"},"caption":"Quad: Pforzheimer, Cabot, Currier; River East: Dunster, Leverett, Mather; River Central: Adams, Lowell, Quincy; River West: Eliot, Kirkland, Winthrop."},{"_key":"de4bbb8ab461","_type":"block","children":[{"_key":"de4bbb8ab4610","_type":"span","marks":["em"],"text":"Note: In reading the above graphic and similar ones below, the red bars represent the proportion of respondents in each community who identified with the trait in question, while the black bars represent a standard deviation from each neighborhood’s measured proportion."}],"markDefs":[],"style":"h4"},{"_key":"c127aa637c27","_type":"block","children":[{"_key":"c127aa637c270","_type":"span","marks":[],"text":"As a whole, however, 162 of 615 survey respondents (26.3%), reported being assigned to one of the three Quad houses. Compared to the subset of 19 0f 94 varsity athletes (20.2%) who reported being quadded, it appears as if these rumors may hold some weight. "},{"_key":"c127aa637c271","_type":"span","marks":["strong"],"text":"However, these data points are not statistically significant by themselves; further analysis of future Housing Day results would strengthen these findings."},{"_key":"c127aa637c272","_type":"span","marks":[],"text":""}],"markDefs":[],"style":"normal"},{"_key":"7e9569e20eee","_type":"block","children":[{"_key":"7e9569e20eee0","_type":"span","marks":[],"text":""}],"markDefs":[],"style":"normal"},{"_key":"12cbd8969684","_type":"block","children":[{"_key":"12cbd89696840","_type":"span","marks":[],"text":"Size Matters"}],"markDefs":[],"style":"h2"},{"_key":"0421328e65ce","_type":"figure","alt":"Blocking groups with eight people were much more likely to get quadded.","asset":{"_ref":"image-432dce8cb78fe42569239f12c0b74fa877bbe86d-392x282-png","_type":"reference"},"caption":"Blocking groups with eight people were much more likely to get quadded."},{"_key":"e682f3ba0c50","_type":"block","children":[{"_key":"e682f3ba0c500","_type":"span","marks":[],"text":"As shown above, our survey results indicate that blocking groups of eight people are much more likely to be assigned to a Quad House than smaller blocking groups. "},{"_key":"e682f3ba0c501","_type":"span","marks":["strong"],"text":"These full blocking groups were twice as likely to be quadded than assigned to a House in the River Central neighborhood (Adams, Quincy, and Lowell)."}],"markDefs":[],"style":"normal"},{"_key":"6ba8eee32be9","_type":"figure","alt":"Large blocking groups that linked with other groups were more likely to get quadded.","asset":{"_ref":"image-109aac27d4a707975cbae369e33c2be4f27315ab-399x282-png","_type":"reference"},"caption":"Large blocking groups that linked with other groups were more likely to get quadded."},{"_key":"953adace9aef","_type":"block","children":[{"_key":"953adace9aef0","_type":"span","marks":[],"text":"Additionally, blocking groups that didn’t link with another group were far less likely to be quadded than placed in a River House. The smaller sizes of many River Houses may explain these trends; these Houses are unable to accommodate numerous large blocking and linking groups."}],"markDefs":[],"style":"normal"},{"_key":"b0401a5ea9c9","_type":"block","children":[{"_key":"b0401a5ea9c90","_type":"span","marks":["strong"],"text":"Just one year of data isn’t enough to be conclusive."},{"_key":"b0401a5ea9c91","_type":"span","marks":[],"text":" But, if an enterprising freshman wants to avoid the Quad, they could do worse than choosing a small, un-linked blocking group."}],"markDefs":[],"style":"normal"},{"_key":"d9dd2aa302df","_type":"block","children":[{"_key":"d9dd2aa302df0","_type":"span","marks":[],"text":"The continued distaste for the Quad among freshmen defies logic, however, "},{"_key":"d9dd2aa302df1","_type":"span","marks":["strong"],"text":"when considering that residents of Quad Houses generally have higher satisfaction with their Houses than those of River Houses"},{"_key":"d9dd2aa302df2","_type":"span","marks":[],"text":", according to a "},{"_key":"d9dd2aa302df3","_type":"span","marks":["a202436808c2"],"text":"2015 survey"},{"_key":"d9dd2aa302df4","_type":"span","marks":[],"text":" conducted by "},{"_key":"d9dd2aa302df5","_type":"span","marks":["em"],"text":"The Harvard Crimson"},{"_key":"d9dd2aa302df6","_type":"span","marks":[],"text":"."}],"markDefs":[{"_key":"a202436808c2","_type":"link","blank":true,"href":"http://www.thecrimson.com/article/2015/12/11/house-life-survey-one/"}],"style":"normal"},{"_key":"42d5c5025c2f","_type":"block","children":[{"_key":"42d5c5025c2f0","_type":"span","marks":[],"text":"Blocking group size is a fairly easy metric to measure and change, but less malleable aspects of a group's identity may also play a significant part in where the group is assigned."}],"markDefs":[],"style":"normal"},{"_key":"6e566867ab09","_type":"block","children":[{"_key":"6e566867ab090","_type":"span","marks":[],"text":""}],"markDefs":[],"style":"normal"},{"_key":"f4e28ebd7614","_type":"block","children":[{"_key":"f4e28ebd76140","_type":"span","marks":[],"text":"Legacy and other factors"}],"markDefs":[],"style":"h2"},{"_key":"fb921821c127","_type":"figure","asset":{"_ref":"image-5b02fac332bc04221c2aa9b8b52b13e97ef66ebc-399x282-png","_type":"reference"}},{"_key":"1d77f01896de","_type":"block","children":[{"_key":"1d77f01896de0","_type":"span","marks":["strong"],"text":"It does not appear that having parents or siblings who preceded your Harvard journey affects House placement."},{"_key":"1d77f01896de1","_type":"span","marks":[],"text":" We asked respondents who are legacies whether or not they were placed in the same House as their relative:"}],"markDefs":[],"style":"normal"},{"_key":"9055d78d01d3","_type":"block","children":[{"_key":"9055d78d01d30","_type":"span","marks":[],"text":"Only 16 of 132 legacy respondents (12%) responded having been assigned the same House as a relative. More interestingly, 19 respondents (14%) responded having multiple family members who lived in different Houses."}],"markDefs":[],"style":"h4"},{"_key":"5e91ce0b9401","_type":"block","children":[{"_key":"5e91ce0b94010","_type":"span","marks":[],"text":"These results may put to bed rumors that Faculty Deans (previously known as House Masters) in each upperclassmen House have the ability to “select” freshmen of choice who may have legacies in a certain House."}],"markDefs":[],"style":"normal"},{"_key":"7a11b52d8bda","_type":"block","children":[{"_key":"7a11b52d8bda0","_type":"span","marks":[],"text":"We also considered other factors like race. While we asked about the race of respondents on our survey, the relatively few number of respondents in each House makes it difficult to determine any significant trends, as differences could be entirely a result of nonresponse bias."}],"markDefs":[],"style":"normal"},{"_key":"cc4205747435","_type":"block","children":[{"_key":"cc42057474350","_type":"span","marks":[],"text":""}],"markDefs":[],"style":"normal"},{"_key":"d0dfab79b68b","_type":"block","children":[{"_key":"d0dfab79b68b0","_type":"span","marks":[],"text":"A Dingman non-denial?"}],"markDefs":[],"style":"h2"},{"_key":"2b5824de5de3","_type":"block","children":[{"_key":"2b5824de5de30","_type":"span","marks":[],"text":"A "},{"_key":"2b5824de5de31","_type":"span","marks":["48c9de1450f6"],"text":"Housing Day 2017 video"},{"_key":"2b5824de5de32","_type":"span","marks":[],"text":" released by campus group On Harvard Time features Dean of Freshmen Tom Dingman, who when asked whether House placements are truly random, responds:"}],"markDefs":[{"_key":"48c9de1450f6","_type":"link","blank":true,"href":"https://youtu.be/cg5oFvuL0P8?t=31s"}],"style":"normal"},{"_key":"ea62f4d336a8","_type":"figure","asset":{"_ref":"image-5c0a3f6cce6d2745896c2c7f83aafaa80fd70474-480x270-gif","_type":"reference"}},{"_key":"84c8f2f26355","_type":"block","children":[{"_key":"84c8f2f263550","_type":"span","marks":[],"text":"Whether this means anything or not, is up to you to decide."}],"markDefs":[],"style":"normal"},{"_key":"d5b59128e661","_type":"block","children":[{"_key":"d5b59128e6610","_type":"span","marks":[],"text":""}],"markDefs":[],"style":"normal"},{"_key":"6d269954eeff","_type":"block","children":[{"_key":"6d269954eeff0","_type":"span","marks":[],"text":"Other administrators claim randomness"}],"markDefs":[],"style":"h1"},{"_key":"31e0d4148d63","_type":"block","children":[{"_key":"31e0d4148d630","_type":"span","marks":[],"text":"After running the data, we spoke with Amy Vest of the Office of Student Life, the department that runs the housing lottery. She was very helpful and explained that, to her knowledge, the process is entirely random outside of a few small factors like accommodations for accessibility (since not all houses are accessible). We’re inclined to trust Ms. Vest, but as a matter of scientific principle we need to keep collecting and analyzing data to come to a definitive conclusion."}],"markDefs":[],"style":"normal"},{"_key":"b812f6ccc5a9","_type":"block","children":[{"_key":"b812f6ccc5a90","_type":"span","marks":[],"text":""}],"markDefs":[],"style":"normal"},{"_key":"7145e966170c","_type":"block","children":[{"_key":"7145e966170c0","_type":"span","marks":[],"text":"Interesting anecdotes"}],"markDefs":[],"style":"h2"},{"_key":"7267995aebeb","_type":"block","children":[{"_key":"7267995aebeb0","_type":"span","marks":[],"text":"We can’t draw any conclusions from anecdotes, but we found a few House placements that were interesting, at the very least:"}],"markDefs":[],"style":"normal"},{"_key":"c79f7b7c51fc","_type":"block","children":[{"_key":"c79f7b7c51fc0","_type":"span","marks":[],"text":"Five of twelve students in “The Art and Craft of Acting,” a freshman seminar, were placed in Adams House. Adams has traditionally been a House known for its artsy vibes."}],"level":1,"listItem":"bullet","markDefs":[],"style":"normal"},{"_key":"a8a9880ad7d0","_type":"block","children":[{"_key":"a8a9880ad7d00","_type":"span","marks":[],"text":"Pforzheimer House welcomed its largest incoming class in recent history according to a House rep. Another member of the house noted, "},{"_key":"a8a9880ad7d01","_type":"span","marks":["strong"],"text":"“given the ‘trade deficit,’ I suspect the Quad always needs disproportionately more people.”"},{"_key":"a8a9880ad7d02","_type":"span","marks":[],"text":" That said, a member of Cabot House reported that it welcomed “close to our lowest number ever.”"}],"level":1,"listItem":"bullet","markDefs":[],"style":"normal"},{"_key":"8e819d48786c","_type":"block","children":[{"_key":"8e819d48786c0","_type":"span","marks":[],"text":""}],"markDefs":[],"style":"normal"},{"_key":"2fd1d4c2a2f1","_type":"block","children":[{"_key":"2fd1d4c2a2f10","_type":"span","marks":[],"text":"Conclusion: more data needed"}],"markDefs":[],"style":"h2"},{"_key":"bcdb59e3aef5","_type":"block","children":[{"_key":"bcdb59e3aef50","_type":"span","marks":[],"text":"While there may be some data and anecdotal accounts that support theories that the Housing lottery is not random, we believe that "},{"_key":"bcdb59e3aef51","_type":"span","marks":["strong"],"text":"one year’s worth of data is not enough to definitively make this claim."},{"_key":"bcdb59e3aef52","_type":"span","marks":[],"text":" We at the Harvard Open Data Project are committed to running this survey in future years to continue studying this Harvard mystery."}],"markDefs":[],"style":"normal"},{"_key":"90dc67f680ed","_type":"block","children":[{"_key":"90dc67f680ed0","_type":"span","marks":[],"text":"If you have interesting theories or anecdotes you’d like us to share or investigate further in future years, "},{"_key":"90dc67f680ed1","_type":"span","marks":["15e0b5671920"],"text":"reach out to us"},{"_key":"90dc67f680ed2","_type":"span","marks":[],"text":"!"}],"markDefs":[{"_key":"15e0b5671920","_type":"link","blank":true,"href":"mailto:neelmehta@college.harvard.edu"}],"style":"normal"},{"_key":"58ee1a638681","_type":"block","children":[{"_key":"58ee1a6386810","_type":"span","marks":[],"text":""},{"_key":"58ee1a6386811","_type":"span","marks":["b96e29107662"],"text":"Our raw data is available on GitHub"},{"_key":"58ee1a6386812","_type":"span","marks":[],"text":" — give it a look, and give us a shout if you find anything interesting!"}],"markDefs":[{"_key":"b96e29107662","_type":"link","blank":true,"href":"https://github.com/Harvard-Open-Data-Project/harvard-data/tree/master/house-assignments-2017"}],"style":"normal"}],"categories":[{"_key":"0d18b37d9d4d","_ref":"6e40d903-3845-4d26-9e73-529a3fdeb70d","_type":"reference"}],"excerpt":[{"_key":"4f1e76361e3f","_type":"block","children":[{"_key":"4f1e76361e3f0","_type":"span","marks":[],"text":"Size matters, along with many other factors…"}],"markDefs":[],"style":"normal"}],"layout":"default","mainImage":{"_type":"mainImage","alt":"Spirited members of Currier House gather in front of University Hall on Housing Day. (Photo and caption credit: Lauren A. Sierra for the Harvard Crimson)","asset":{"_ref":"image-630adf2b8e06a20aeb392b73a071540ab2d21e7a-635x423-png","_type":"reference"}},"members":[{"_key":"33a16da96259","_type":"projectMember","person":{"_ref":"c4d23029-6e38-4f6b-8135-b03c9211fb0f","_type":"reference"},"roles":["author"]}],"publishedAt":"2017-03-19T07:00:00.000Z","relatedProjects":[],"slug":{"_type":"slug","current":"why-the-harvard-housing-lottery-might-not-be-random"},"subjects":[{"_key":"c842d32e42fc","_ref":"c4a3e461-ea18-4002-8a56-80500bfe17c2","_type":"reference"}],"title":"Why The Harvard Housing Lottery Might Not Be Random","id":"-32f28a58-d435-5602-bbbd-db7c62424179","children":[],"internal":{"type":"SanityProject","contentDigest":"b902dd3eb1c4056ff11f681afa9594c6","owner":"gatsby-source-sanity","counter":383},"parent":null,"__gatsby_resolved":{"slug":{"current":"why-the-harvard-housing-lottery-might-not-be-random"}}}}],"style":"normal"},{"_key":"1c76366449fd","_type":"figure","asset":{"_id":"image-000219d8dd800436010db9ddf6500c19895bfa65-1000x667-png","_type":"sanity.imageAsset","_rev":"5mW8uWF9hIPL0EjKSj94oA","_createdAt":"2020-08-02T02:09:50Z","_updatedAt":"2020-08-02T02:09:50Z","assetId":"000219d8dd800436010db9ddf6500c19895bfa65","extension":"png","metadata":{"_type":"sanity.imageMetadata","dimensions":{"_type":"sanity.imageDimensions","aspectRatio":1.4992503748125936,"height":667,"width":1000},"hasAlpha":true,"isOpaque":true,"lqip":"data:image/png;base64,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","palette":{"_type":"sanity.imagePalette","darkMuted":{"_type":"sanity.imagePaletteSwatch","background":"#52563a","foreground":"#fff","population":5.66,"title":"#fff"},"darkVibrant":{"_type":"sanity.imagePaletteSwatch","background":"#4e5519","foreground":"#fff","population":0.53,"title":"#fff"},"dominant":{"_type":"sanity.imagePaletteSwatch","background":"#838b41","foreground":"#fff","population":8.93,"title":"#fff"},"lightMuted":{"_type":"sanity.imagePaletteSwatch","background":"#d4baa6","foreground":"#000","population":2.04,"title":"#fff"},"lightVibrant":{"_type":"sanity.imagePaletteSwatch","background":"#a2c7e7","foreground":"#000","population":3.35,"title":"#fff"},"muted":{"_type":"sanity.imagePaletteSwatch","background":"#9d9d5a","foreground":"#fff","population":2.73,"title":"#fff"},"vibrant":{"_type":"sanity.imagePaletteSwatch","background":"#838b41","foreground":"#fff","population":8.93,"title":"#fff"}}},"mimeType":"image/png","originalFilename":"image.png","path":"images/xx0obpjv/production/000219d8dd800436010db9ddf6500c19895bfa65-1000x667.png","sha1hash":"000219d8dd800436010db9ddf6500c19895bfa65","size":1669185,"uploadId":"lgZzn23gAk5m8i5gBAauzaGlTCc39t5c","url":"https://cdn.sanity.io/images/xx0obpjv/production/000219d8dd800436010db9ddf6500c19895bfa65-1000x667.png","id":"image-000219d8dd800436010db9ddf6500c19895bfa65-1000x667-png","children":[],"internal":{"type":"SanityImageAsset","contentDigest":"ade5806364a900f1b68ad72a1154ef53","owner":"gatsby-source-sanity","counter":115},"parent":null},"caption":"The Quad Lawn looks like a pretty nice place to live (Harvard YLC)"},{"_key":"f8631424f227","_type":"block","children":[{"_key":"f8631424f2270","_type":"span","marks":[],"text":"Did Opinions of Houses Change?"}],"markDefs":[],"style":"h2"},{"_key":"2b3c9075b3aa","_type":"block","children":[{"_key":"2b3c9075b3aa0","_type":"span","marks":["strong"],"text":"How did the mean satisfaction rating per house differ before and after housing day?"}],"markDefs":[],"style":"normal"},{"_key":"229d8557cd7d","_type":"block","children":[{"_key":"229d8557cd7d0","_type":"span","marks":[],"text":"We asked students to rank all of the houses by desirability prior to receiving their housing assignment. Once the housing lottery had occurred, we asked respondents to rate their level of satisfaction with their new housing assignment. These measures were ranked against one another to allow for direct comparison. Since both of these surveys were anonymous, it is impossible to determine whether the same group of students who filled out the first responded to the second, so it is difficult to conclude that the following changes are due to changes in opinions of the houses and not simply a change in the sample."}],"markDefs":[],"style":"normal"},{"_key":"0d8a7d9a9667","_type":"figure","asset":{"_id":"image-b6065b8eb01000c91648e0345e49d949b571edd7-657x453-png","_type":"sanity.imageAsset","_rev":"5mW8uWF9hIPL0EjKSj9BMw","_createdAt":"2020-08-02T02:10:58Z","_updatedAt":"2020-08-02T02:10:58Z","assetId":"b6065b8eb01000c91648e0345e49d949b571edd7","extension":"png","metadata":{"_type":"sanity.imageMetadata","dimensions":{"_type":"sanity.imageDimensions","aspectRatio":1.4503311258278146,"height":453,"width":657},"hasAlpha":true,"isOpaque":true,"lqip":"data:image/png;base64,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","palette":{"_type":"sanity.imagePalette","darkMuted":{"_type":"sanity.imagePaletteSwatch","background":"#8f6f4a","foreground":"#fff","population":0.53,"title":"#fff"},"darkVibrant":{"_type":"sanity.imagePaletteSwatch","background":"#0470b6","foreground":"#fff","population":0.03,"title":"#fff"},"dominant":{"_type":"sanity.imagePaletteSwatch","background":"#fa7c0a","foreground":"#fff","population":5.08,"title":"#fff"},"lightMuted":{"_type":"sanity.imagePaletteSwatch","background":"#9dbed0","foreground":"#000","population":0.79,"title":"#fff"},"lightVibrant":{"_type":"sanity.imagePaletteSwatch","background":"#fcc45c","foreground":"#000","population":0.01,"title":"#000"},"muted":{"_type":"sanity.imagePaletteSwatch","background":"#56819d","foreground":"#fff","population":0.39,"title":"#fff"},"vibrant":{"_type":"sanity.imagePaletteSwatch","background":"#fa7c0a","foreground":"#fff","population":5.08,"title":"#fff"}}},"mimeType":"image/png","originalFilename":"newplot (2).png","path":"images/xx0obpjv/production/b6065b8eb01000c91648e0345e49d949b571edd7-657x453.png","sha1hash":"b6065b8eb01000c91648e0345e49d949b571edd7","size":29819,"uploadId":"J0QX6fcjeAkFb8t1S36GuxsZEGYDFokL","url":"https://cdn.sanity.io/images/xx0obpjv/production/b6065b8eb01000c91648e0345e49d949b571edd7-657x453.png","id":"image-b6065b8eb01000c91648e0345e49d949b571edd7-657x453-png","children":[],"internal":{"type":"SanityImageAsset","contentDigest":"2abad233824a0df23ac656f5042a68c1","owner":"gatsby-source-sanity","counter":1166},"parent":null}},{"_key":"1e15adc73365","_type":"block","children":[{"_key":"1e15adc733650","_type":"span","marks":[],"text":"Sentiments Toward Each House Stayed Largely Constant"}],"markDefs":[],"style":"h3"},{"_key":"ae9e299f482b","_type":"block","children":[{"_key":"ae9e299f482b0","_type":"span","marks":[],"text":"Winthrop, Lowell, Dunster, and Quincy maintained their top four positions post-lottery. Cabot and Currier switched, still occupying the last two places, but this may be due more to the change in samples than a genuine change in sentiment."}],"markDefs":[],"style":"normal"},{"_key":"1fe31ace9ac7","_type":"block","children":[{"_key":"1fe31ace9ac70","_type":"span","marks":[],"text":"Neighbors Eliot House and Kirkland House also traded places with one another, Eliot moving up two spots and Kirkland moving down two spots. The two houses are virtually identical in location, so it’s unlikely that this was a deciding factor or differentiator."}],"markDefs":[],"style":"normal"},{"_key":"4d6ff0f5a72b","_type":"block","children":[{"_key":"4d6ff0f5a72b0","_type":"span","marks":["strong"],"text":"Note: It is possible that these results are insignificant due to a combination of chance, bias in the sample, and other factors."}],"markDefs":[],"style":"normal"},{"_key":"b4e6dfe63a92","_type":"block","children":[{"_key":"b4e6dfe63a920","_type":"span","marks":["strong"],"text":"Do Blocking and Linking Group Size Matter?"}],"markDefs":[],"style":"h2"},{"_key":"b641755b4587","_type":"block","children":[{"_key":"b641755b45870","_type":"span","marks":[],"text":"First-year students can choose to “block” with up to 7 other students in their class, which means that they are guaranteed to be placed in the same residential house. Each blocking group has the opportunity to “link” with another blocking group, which means that they are guaranteed to be placed in the same residential neighborhood, but not in the same house."}],"markDefs":[],"style":"blockquote"},{"_key":"254a058d2d71","_type":"block","children":[{"_key":"254a058d2d710","_type":"span","marks":[],"text":"Our 2017 "},{"_key":"254a058d2d711","_type":"span","marks":["4ea5b503be9f"],"text":"analysis "},{"_key":"254a058d2d712","_type":"span","marks":[],"text":"suggested that blocking groups with 8 members were twice as likely to be quadded than assigned to a House in the River Central neighborhood (Adams, Quincy, and Lowell)."}],"markDefs":[{"_key":"4ea5b503be9f","_type":"internalLink","reference":{"_id":"7d440829-0efd-4c37-973a-ea15e169221f","_type":"project","_rev":"7lJidvhe1bfnzzVAmrpP0B","_createdAt":"2020-07-31T23:23:15Z","_updatedAt":"2020-08-04T03:18:26Z","body":[{"_key":"86ab86c01a32","_type":"block","children":[{"_key":"86ab86c01a320","_type":"span","marks":[],"text":"Since the start of the random lottery system that assigns Harvard freshmen to upperclassman Houses, Harvard College administrators have insisted that the process is indeed random. For years, though, students have speculated that this was not the case. "},{"_key":"86ab86c01a321","_type":"span","marks":["strong"],"text":"The"},{"_key":"86ab86c01a322","_type":"span","marks":[],"text":" "},{"_key":"86ab86c01a323","_type":"span","marks":["strong","261afe502848"],"text":"Harvard Open Data Project"},{"_key":"86ab86c01a324","_type":"span","marks":[],"text":" "},{"_key":"86ab86c01a325","_type":"span","marks":["strong"],"text":"made it our mission to investigate."}],"markDefs":[{"_key":"261afe502848","_type":"link","blank":true,"href":"http://harvard-open-data-project.github.io/"}],"style":"normal"},{"_key":"a7298785c777","_type":"block","children":[{"_key":"a7298785c7770","_type":"span","marks":[],"text":"Our first survey and analysis, "},{"_key":"a7298785c7771","_type":"span","marks":["0f22e7c7d737"],"text":"posted here"},{"_key":"a7298785c7772","_type":"span","marks":[],"text":", asked freshmen in Harvard’s Class of 2020 their House preferences ahead of Housing Day on March 9. Our second survey, released after freshmen had been “sorted” into their House communities for the next three years, asked further demographic questions that we used to determine if there are any trends in House assignments."}],"markDefs":[{"_key":"0f22e7c7d737","_type":"internalLink","reference":{"_ref":"7745605a-22bd-4db5-ac85-9f071e3cb186","_type":"reference"}}],"style":"normal"},{"_key":"08c732f50d63","_type":"block","children":[{"_key":"08c732f50d630","_type":"span","marks":[],"text":"Harvard’s “random” lottery resulted from a desire to make each house a microcosm of the university. In previous years, when given the choice, students chose to live with people who were exactly like them, which led to homogeneous groups connected by interests, religion, or socioeconomic status."}],"markDefs":[],"style":"h4"},{"_key":"6a469a0799b3","_type":"block","children":[{"_key":"6a469a0799b30","_type":"span","marks":[],"text":"So which side is right? To answer, let’s look deeper into the data."}],"markDefs":[],"style":"normal"},{"_key":"978c42a5929a","_type":"block","children":[{"_key":"978c42a5929a0","_type":"span","marks":[],"text":""}],"markDefs":[],"style":"normal"},{"_key":"e9209fde9a16","_type":"block","children":[{"_key":"e9209fde9a160","_type":"span","marks":[],"text":"Football “luck”?"}],"markDefs":[],"style":"h2"},{"_key":"bf9828b4f326","_type":"figure","alt":"Harvard’s football team in action against Princeton in 2015 (Source)","asset":{"_ref":"image-823a6dcc6a278550556835908dc5a41bd25127ac-700x465-png","_type":"reference"},"caption":"Harvard’s football team in action against Princeton in 2015 (Source)"},{"_key":"53b1826aab5e","_type":"block","children":[{"_key":"53b1826aab5e0","_type":"span","marks":[],"text":"There are 28 freshmen on the varsity football team. Not a single one of them was “quadded.”"}],"markDefs":[],"style":"normal"},{"_key":"c9e20f356c83","_type":"block","children":[{"_key":"c9e20f356c830","_type":"span","marks":[],"text":"There were two blocking groups of eight football players that linked and one group of seven. The remaining four football players blocked with non-football players. "},{"_key":"c9e20f356c831","_type":"span","marks":["strong"],"text":"In total, there were seven blocking groups that had at least one football player in them. Of these seven blocking groups, not a single one of them was assigned a Quad House—Cabot, Currier, or Pforzheimer."}],"markDefs":[],"style":"normal"},{"_key":"188198fadb4e","_type":"block","children":[{"_key":"188198fadb4e0","_type":"span","marks":[],"text":"It is entirely possible that this was indeed a random result. But, for many students, this seems like more than simply a coincidence."}],"markDefs":[],"style":"normal"},{"_key":"5f4732f90d42","_type":"block","children":[{"_key":"5f4732f90d420","_type":"span","marks":[],"text":"“It makes sense for athletes to be given spatial preference. They need to be closer to athletic facilities for training. I’m not bothered by it, I just wish the administration would own up to it.” - Andrew Meersand ‘20"}],"markDefs":[],"style":"blockquote"},{"_key":"fe899a93dca7","_type":"figure","alt":"Quad: Pforzheimer, Cabot, Currier; River East: Dunster, Leverett, Mather; River Central: Adams, Lowell, Quincy; River West: Eliot, Kirkland, Winthrop.","asset":{"_ref":"image-c0752b51a33945eacc3dfecd2a3d5f66566da1cd-399x282-png","_type":"reference"},"caption":"Quad: Pforzheimer, Cabot, Currier; River East: Dunster, Leverett, Mather; River Central: Adams, Lowell, Quincy; River West: Eliot, Kirkland, Winthrop."},{"_key":"de4bbb8ab461","_type":"block","children":[{"_key":"de4bbb8ab4610","_type":"span","marks":["em"],"text":"Note: In reading the above graphic and similar ones below, the red bars represent the proportion of respondents in each community who identified with the trait in question, while the black bars represent a standard deviation from each neighborhood’s measured proportion."}],"markDefs":[],"style":"h4"},{"_key":"c127aa637c27","_type":"block","children":[{"_key":"c127aa637c270","_type":"span","marks":[],"text":"As a whole, however, 162 of 615 survey respondents (26.3%), reported being assigned to one of the three Quad houses. Compared to the subset of 19 0f 94 varsity athletes (20.2%) who reported being quadded, it appears as if these rumors may hold some weight. "},{"_key":"c127aa637c271","_type":"span","marks":["strong"],"text":"However, these data points are not statistically significant by themselves; further analysis of future Housing Day results would strengthen these findings."},{"_key":"c127aa637c272","_type":"span","marks":[],"text":""}],"markDefs":[],"style":"normal"},{"_key":"7e9569e20eee","_type":"block","children":[{"_key":"7e9569e20eee0","_type":"span","marks":[],"text":""}],"markDefs":[],"style":"normal"},{"_key":"12cbd8969684","_type":"block","children":[{"_key":"12cbd89696840","_type":"span","marks":[],"text":"Size Matters"}],"markDefs":[],"style":"h2"},{"_key":"0421328e65ce","_type":"figure","alt":"Blocking groups with eight people were much more likely to get quadded.","asset":{"_ref":"image-432dce8cb78fe42569239f12c0b74fa877bbe86d-392x282-png","_type":"reference"},"caption":"Blocking groups with eight people were much more likely to get quadded."},{"_key":"e682f3ba0c50","_type":"block","children":[{"_key":"e682f3ba0c500","_type":"span","marks":[],"text":"As shown above, our survey results indicate that blocking groups of eight people are much more likely to be assigned to a Quad House than smaller blocking groups. "},{"_key":"e682f3ba0c501","_type":"span","marks":["strong"],"text":"These full blocking groups were twice as likely to be quadded than assigned to a House in the River Central neighborhood (Adams, Quincy, and Lowell)."}],"markDefs":[],"style":"normal"},{"_key":"6ba8eee32be9","_type":"figure","alt":"Large blocking groups that linked with other groups were more likely to get quadded.","asset":{"_ref":"image-109aac27d4a707975cbae369e33c2be4f27315ab-399x282-png","_type":"reference"},"caption":"Large blocking groups that linked with other groups were more likely to get quadded."},{"_key":"953adace9aef","_type":"block","children":[{"_key":"953adace9aef0","_type":"span","marks":[],"text":"Additionally, blocking groups that didn’t link with another group were far less likely to be quadded than placed in a River House. The smaller sizes of many River Houses may explain these trends; these Houses are unable to accommodate numerous large blocking and linking groups."}],"markDefs":[],"style":"normal"},{"_key":"b0401a5ea9c9","_type":"block","children":[{"_key":"b0401a5ea9c90","_type":"span","marks":["strong"],"text":"Just one year of data isn’t enough to be conclusive."},{"_key":"b0401a5ea9c91","_type":"span","marks":[],"text":" But, if an enterprising freshman wants to avoid the Quad, they could do worse than choosing a small, un-linked blocking group."}],"markDefs":[],"style":"normal"},{"_key":"d9dd2aa302df","_type":"block","children":[{"_key":"d9dd2aa302df0","_type":"span","marks":[],"text":"The continued distaste for the Quad among freshmen defies logic, however, "},{"_key":"d9dd2aa302df1","_type":"span","marks":["strong"],"text":"when considering that residents of Quad Houses generally have higher satisfaction with their Houses than those of River Houses"},{"_key":"d9dd2aa302df2","_type":"span","marks":[],"text":", according to a "},{"_key":"d9dd2aa302df3","_type":"span","marks":["a202436808c2"],"text":"2015 survey"},{"_key":"d9dd2aa302df4","_type":"span","marks":[],"text":" conducted by "},{"_key":"d9dd2aa302df5","_type":"span","marks":["em"],"text":"The Harvard Crimson"},{"_key":"d9dd2aa302df6","_type":"span","marks":[],"text":"."}],"markDefs":[{"_key":"a202436808c2","_type":"link","blank":true,"href":"http://www.thecrimson.com/article/2015/12/11/house-life-survey-one/"}],"style":"normal"},{"_key":"42d5c5025c2f","_type":"block","children":[{"_key":"42d5c5025c2f0","_type":"span","marks":[],"text":"Blocking group size is a fairly easy metric to measure and change, but less malleable aspects of a group's identity may also play a significant part in where the group is assigned."}],"markDefs":[],"style":"normal"},{"_key":"6e566867ab09","_type":"block","children":[{"_key":"6e566867ab090","_type":"span","marks":[],"text":""}],"markDefs":[],"style":"normal"},{"_key":"f4e28ebd7614","_type":"block","children":[{"_key":"f4e28ebd76140","_type":"span","marks":[],"text":"Legacy and other factors"}],"markDefs":[],"style":"h2"},{"_key":"fb921821c127","_type":"figure","asset":{"_ref":"image-5b02fac332bc04221c2aa9b8b52b13e97ef66ebc-399x282-png","_type":"reference"}},{"_key":"1d77f01896de","_type":"block","children":[{"_key":"1d77f01896de0","_type":"span","marks":["strong"],"text":"It does not appear that having parents or siblings who preceded your Harvard journey affects House placement."},{"_key":"1d77f01896de1","_type":"span","marks":[],"text":" We asked respondents who are legacies whether or not they were placed in the same House as their relative:"}],"markDefs":[],"style":"normal"},{"_key":"9055d78d01d3","_type":"block","children":[{"_key":"9055d78d01d30","_type":"span","marks":[],"text":"Only 16 of 132 legacy respondents (12%) responded having been assigned the same House as a relative. More interestingly, 19 respondents (14%) responded having multiple family members who lived in different Houses."}],"markDefs":[],"style":"h4"},{"_key":"5e91ce0b9401","_type":"block","children":[{"_key":"5e91ce0b94010","_type":"span","marks":[],"text":"These results may put to bed rumors that Faculty Deans (previously known as House Masters) in each upperclassmen House have the ability to “select” freshmen of choice who may have legacies in a certain House."}],"markDefs":[],"style":"normal"},{"_key":"7a11b52d8bda","_type":"block","children":[{"_key":"7a11b52d8bda0","_type":"span","marks":[],"text":"We also considered other factors like race. While we asked about the race of respondents on our survey, the relatively few number of respondents in each House makes it difficult to determine any significant trends, as differences could be entirely a result of nonresponse bias."}],"markDefs":[],"style":"normal"},{"_key":"cc4205747435","_type":"block","children":[{"_key":"cc42057474350","_type":"span","marks":[],"text":""}],"markDefs":[],"style":"normal"},{"_key":"d0dfab79b68b","_type":"block","children":[{"_key":"d0dfab79b68b0","_type":"span","marks":[],"text":"A Dingman non-denial?"}],"markDefs":[],"style":"h2"},{"_key":"2b5824de5de3","_type":"block","children":[{"_key":"2b5824de5de30","_type":"span","marks":[],"text":"A "},{"_key":"2b5824de5de31","_type":"span","marks":["48c9de1450f6"],"text":"Housing Day 2017 video"},{"_key":"2b5824de5de32","_type":"span","marks":[],"text":" released by campus group On Harvard Time features Dean of Freshmen Tom Dingman, who when asked whether House placements are truly random, responds:"}],"markDefs":[{"_key":"48c9de1450f6","_type":"link","blank":true,"href":"https://youtu.be/cg5oFvuL0P8?t=31s"}],"style":"normal"},{"_key":"ea62f4d336a8","_type":"figure","asset":{"_ref":"image-5c0a3f6cce6d2745896c2c7f83aafaa80fd70474-480x270-gif","_type":"reference"}},{"_key":"84c8f2f26355","_type":"block","children":[{"_key":"84c8f2f263550","_type":"span","marks":[],"text":"Whether this means anything or not, is up to you to decide."}],"markDefs":[],"style":"normal"},{"_key":"d5b59128e661","_type":"block","children":[{"_key":"d5b59128e6610","_type":"span","marks":[],"text":""}],"markDefs":[],"style":"normal"},{"_key":"6d269954eeff","_type":"block","children":[{"_key":"6d269954eeff0","_type":"span","marks":[],"text":"Other administrators claim randomness"}],"markDefs":[],"style":"h1"},{"_key":"31e0d4148d63","_type":"block","children":[{"_key":"31e0d4148d630","_type":"span","marks":[],"text":"After running the data, we spoke with Amy Vest of the Office of Student Life, the department that runs the housing lottery. She was very helpful and explained that, to her knowledge, the process is entirely random outside of a few small factors like accommodations for accessibility (since not all houses are accessible). We’re inclined to trust Ms. Vest, but as a matter of scientific principle we need to keep collecting and analyzing data to come to a definitive conclusion."}],"markDefs":[],"style":"normal"},{"_key":"b812f6ccc5a9","_type":"block","children":[{"_key":"b812f6ccc5a90","_type":"span","marks":[],"text":""}],"markDefs":[],"style":"normal"},{"_key":"7145e966170c","_type":"block","children":[{"_key":"7145e966170c0","_type":"span","marks":[],"text":"Interesting anecdotes"}],"markDefs":[],"style":"h2"},{"_key":"7267995aebeb","_type":"block","children":[{"_key":"7267995aebeb0","_type":"span","marks":[],"text":"We can’t draw any conclusions from anecdotes, but we found a few House placements that were interesting, at the very least:"}],"markDefs":[],"style":"normal"},{"_key":"c79f7b7c51fc","_type":"block","children":[{"_key":"c79f7b7c51fc0","_type":"span","marks":[],"text":"Five of twelve students in “The Art and Craft of Acting,” a freshman seminar, were placed in Adams House. Adams has traditionally been a House known for its artsy vibes."}],"level":1,"listItem":"bullet","markDefs":[],"style":"normal"},{"_key":"a8a9880ad7d0","_type":"block","children":[{"_key":"a8a9880ad7d00","_type":"span","marks":[],"text":"Pforzheimer House welcomed its largest incoming class in recent history according to a House rep. Another member of the house noted, "},{"_key":"a8a9880ad7d01","_type":"span","marks":["strong"],"text":"“given the ‘trade deficit,’ I suspect the Quad always needs disproportionately more people.”"},{"_key":"a8a9880ad7d02","_type":"span","marks":[],"text":" That said, a member of Cabot House reported that it welcomed “close to our lowest number ever.”"}],"level":1,"listItem":"bullet","markDefs":[],"style":"normal"},{"_key":"8e819d48786c","_type":"block","children":[{"_key":"8e819d48786c0","_type":"span","marks":[],"text":""}],"markDefs":[],"style":"normal"},{"_key":"2fd1d4c2a2f1","_type":"block","children":[{"_key":"2fd1d4c2a2f10","_type":"span","marks":[],"text":"Conclusion: more data needed"}],"markDefs":[],"style":"h2"},{"_key":"bcdb59e3aef5","_type":"block","children":[{"_key":"bcdb59e3aef50","_type":"span","marks":[],"text":"While there may be some data and anecdotal accounts that support theories that the Housing lottery is not random, we believe that "},{"_key":"bcdb59e3aef51","_type":"span","marks":["strong"],"text":"one year’s worth of data is not enough to definitively make this claim."},{"_key":"bcdb59e3aef52","_type":"span","marks":[],"text":" We at the Harvard Open Data Project are committed to running this survey in future years to continue studying this Harvard mystery."}],"markDefs":[],"style":"normal"},{"_key":"90dc67f680ed","_type":"block","children":[{"_key":"90dc67f680ed0","_type":"span","marks":[],"text":"If you have interesting theories or anecdotes you’d like us to share or investigate further in future years, "},{"_key":"90dc67f680ed1","_type":"span","marks":["15e0b5671920"],"text":"reach out to us"},{"_key":"90dc67f680ed2","_type":"span","marks":[],"text":"!"}],"markDefs":[{"_key":"15e0b5671920","_type":"link","blank":true,"href":"mailto:neelmehta@college.harvard.edu"}],"style":"normal"},{"_key":"58ee1a638681","_type":"block","children":[{"_key":"58ee1a6386810","_type":"span","marks":[],"text":""},{"_key":"58ee1a6386811","_type":"span","marks":["b96e29107662"],"text":"Our raw data is available on GitHub"},{"_key":"58ee1a6386812","_type":"span","marks":[],"text":" — give it a look, and give us a shout if you find anything interesting!"}],"markDefs":[{"_key":"b96e29107662","_type":"link","blank":true,"href":"https://github.com/Harvard-Open-Data-Project/harvard-data/tree/master/house-assignments-2017"}],"style":"normal"}],"categories":[{"_key":"0d18b37d9d4d","_ref":"6e40d903-3845-4d26-9e73-529a3fdeb70d","_type":"reference"}],"excerpt":[{"_key":"4f1e76361e3f","_type":"block","children":[{"_key":"4f1e76361e3f0","_type":"span","marks":[],"text":"Size matters, along with many other factors…"}],"markDefs":[],"style":"normal"}],"layout":"default","mainImage":{"_type":"mainImage","alt":"Spirited members of Currier House gather in front of University Hall on Housing Day. (Photo and caption credit: Lauren A. Sierra for the Harvard Crimson)","asset":{"_ref":"image-630adf2b8e06a20aeb392b73a071540ab2d21e7a-635x423-png","_type":"reference"}},"members":[{"_key":"33a16da96259","_type":"projectMember","person":{"_ref":"c4d23029-6e38-4f6b-8135-b03c9211fb0f","_type":"reference"},"roles":["author"]}],"publishedAt":"2017-03-19T07:00:00.000Z","relatedProjects":[],"slug":{"_type":"slug","current":"why-the-harvard-housing-lottery-might-not-be-random"},"subjects":[{"_key":"c842d32e42fc","_ref":"c4a3e461-ea18-4002-8a56-80500bfe17c2","_type":"reference"}],"title":"Why The Harvard Housing Lottery Might Not Be Random","id":"-32f28a58-d435-5602-bbbd-db7c62424179","children":[],"internal":{"type":"SanityProject","contentDigest":"b902dd3eb1c4056ff11f681afa9594c6","owner":"gatsby-source-sanity","counter":383},"parent":null,"__gatsby_resolved":{"slug":{"current":"why-the-harvard-housing-lottery-might-not-be-random"}}}}],"style":"normal"},{"_key":"4f2fde9edd5a","_type":"block","children":[{"_key":"4f2fde9edd5a0","_type":"span","marks":[],"text":"Additionally, in 2017 we found that blocking groups that did not link with another group were far less likely to be quadded than placed in a River House."}],"markDefs":[],"style":"normal"},{"_key":"5f2b47525d56","_type":"block","children":[{"_key":"5f2b47525d560","_type":"span","marks":[],"text":"Our 2018 results contradict many of our hypotheses from the year prior."}],"markDefs":[],"style":"h2"},{"_key":"09f6e61c6ec7","_type":"block","children":[{"_key":"09f6e61c6ec70","_type":"span","marks":[],"text":"This year, only 23% of respondents who were members of blocking groups of 8 people were quadded, compared with 33% last year."}],"markDefs":[],"style":"normal"},{"_key":"17729e265710","_type":"figure","asset":{"_id":"image-8989670919540c03acf5f9541f45bfdbedc41f91-657x453-png","_type":"sanity.imageAsset","_rev":"5mW8uWF9hIPL0EjKSj9Lqw","_createdAt":"2020-08-02T02:12:48Z","_updatedAt":"2020-08-02T02:12:48Z","assetId":"8989670919540c03acf5f9541f45bfdbedc41f91","extension":"png","metadata":{"_type":"sanity.imageMetadata","dimensions":{"_type":"sanity.imageDimensions","aspectRatio":1.4503311258278146,"height":453,"width":657},"hasAlpha":true,"isOpaque":true,"lqip":"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABQAAAAOCAYAAAAvxDzwAAAACXBIWXMAAAsSAAALEgHS3X78AAACwklEQVQ4y4WU6U8TQRiH+2f61S9+MDExxqiRRANGFEPkMIDxQNQqlEtQPkCoIoeV1mpjQa5ILT1py3a3557t4+xSRSrG2X2T3Z2ZZ37v/N5ZF41Wt6/6UTjfTnj+X7iaIb8XaIb+C8Lx5rIsC9M0qdVqWDULwzKo1Wu25OMKHfjfqk0x3zAtZ76jUDd0dF0XHSZSOUsyu0u1UjgE8ktdjZppYKgidAvdsKhqBqqmUSwqyLJEtVpxoC4bpqkaZU1lMxrm0+pr8skIQqa4G0C9hHmQQI5lkPaLpLMSu9EouXQMKRMjndxDUWTsbF2aWKVaqZLIF/EGl5mfekAyFKAgyxyoFTQxqF7aR/vuJxFcZ8O/ic/v4/3yLPHNIHIyRjaZoqAoR8CKAO6kJcbezzE11El4fITPq0sE4htkRfqlzA9yIS/bs4t4n04x6B7APf2Q3fAKxVSSXCqDIgTYXrh0B6iyFU8xMuNmuPMS8x13GH3Wz6hvnO3oOpGtMOtvXxEcGmOyvY9b91rpHe1lO7yEnEmQSqWQJMnx4hBY1djZizIyfJfBy6cZu9jCQFc73RM9+AJzfA1+YGG4H2/bbTxXO7jZ20q3p4fNtWVyuSSJTNoB2tkKUw6B29EIL5/d4v65U7jPXqK7o40bz2/zbnFaGPUOT/9VXpw9g/vCdQfY5elmK7yMIu2TlQ6EKUpDYQMYiceYnuzHfe0cky3tPB7ooXdygA/+eUJfVhgdbGX4ynkm2jrpe9LDozePxVZ8wizLqKJkNFEljimGYYgXnQM5z8Y3PyHvDGtzCwQ+ruBbX+XH3g6JeIRw8C2h2Rm+ehf5KLYgKBzO5xLUTb1R7I3CtovRDtuhSqVEUYALUl4Uq4iCTKlUpFwuibLIi/REaqLPrrmSGGsKMc1H1vXnMbIl2/tgnwBVVZvi6Ju9+aZhnvjj+AnrS/qts1k37wAAAABJRU5ErkJggg==","palette":{"_type":"sanity.imagePalette","darkMuted":{"_type":"sanity.imagePaletteSwatch","background":"#85654c","foreground":"#fff","population":1.53,"title":"#fff"},"darkVibrant":{"_type":"sanity.imagePaletteSwatch","background":"#1c89ba","foreground":"#fff","population":4.01,"title":"#fff"},"dominant":{"_type":"sanity.imagePaletteSwatch","background":"#1c89ba","foreground":"#fff","population":4.01,"title":"#fff"},"lightMuted":{"_type":"sanity.imagePaletteSwatch","background":"#92acc5","foreground":"#000","population":0.37,"title":"#fff"},"lightVibrant":{"_type":"sanity.imagePaletteSwatch","background":"#f1b690","foreground":"#000","population":0.22,"title":"#fff"},"muted":{"_type":"sanity.imagePaletteSwatch","background":"#a25150","foreground":"#fff","population":0.03,"title":"#fff"},"vibrant":{"_type":"sanity.imagePaletteSwatch","background":"#ec841d","foreground":"#000","population":3.87,"title":"#fff"}}},"mimeType":"image/png","originalFilename":"newplot (3).png","path":"images/xx0obpjv/production/8989670919540c03acf5f9541f45bfdbedc41f91-657x453.png","sha1hash":"8989670919540c03acf5f9541f45bfdbedc41f91","size":25490,"uploadId":"sZFYNahf5IduM9dvst0a9f39t5vcDl39","url":"https://cdn.sanity.io/images/xx0obpjv/production/8989670919540c03acf5f9541f45bfdbedc41f91-657x453.png","id":"image-8989670919540c03acf5f9541f45bfdbedc41f91-657x453-png","children":[],"internal":{"type":"SanityImageAsset","contentDigest":"4d4f1e462263ecb64c285c346675a4b7","owner":"gatsby-source-sanity","counter":974},"parent":null}},{"_key":"f7fea187a556","_type":"block","children":[{"_key":"f7fea187a5560","_type":"span","marks":[],"text":"Contrary to last year’s results suggesting that linking would increase chances of being quadded, 75% of respondents who were assigned to Currier House did not link with another blocking group."}],"markDefs":[],"style":"normal"},{"_key":"78fc2cacd872","_type":"block","children":[{"_key":"78fc2cacd8720","_type":"span","marks":["strong"],"text":"Although some trends emerged, we simply don’t have complete enough information to draw substantial conclusions"},{"_key":"78fc2cacd8721","_type":"span","marks":[],"text":". For example, we have no way of knowing if every single member of one blocking group filled out our survey, or if each response was unique to a different group."}],"markDefs":[],"style":"normal"},{"_key":"2e9881fbae70","_type":"block","children":[{"_key":"2e9881fbae700","_type":"span","marks":[],"text":"Housing, like Harvard, is what you make of it."}],"markDefs":[],"style":"h2"},{"_key":"dd53b1218fab","_type":"block","children":[{"_key":"dd53b1218fab0","_type":"span","marks":[],"text":"The vast majority of upperclassmen report being "},{"_key":"dd53b1218fab1","_type":"span","marks":["6bb5e7d726d7"],"text":"very satisfied"},{"_key":"dd53b1218fab2","_type":"span","marks":[],"text":" with their housing assignments. Adjusting to any new environment can be difficult. It might take a few weeks to successfully navigate the Adams tunnels, or to learn the names of the Kirkland dogs, but that’s okay."}],"markDefs":[{"_key":"6bb5e7d726d7","_type":"link","href":"https://www.thecrimson.com/article/2015/12/11/house-life-survey-one/"}],"style":"normal"},{"_key":"a09bbc474df5","_type":"block","children":[{"_key":"a09bbc474df50","_type":"span","marks":[],"text":"Whatever your challenges may be, rest assured that your house will soon become a home."}],"markDefs":[],"style":"normal"}],"layout":"default","members":[{"_key":"d5c2032b2678","person":{"image":{"crop":null,"hotspot":null,"asset":{"_id":"image-ebbbc14072ed8dde24017347bcfd2bb6e68a9044-2848x2848-png"}},"name":"Emma Ling","slug":{"current":"emma-ling"}},"roles":["author","developer"]},{"_key":"016cf9110090","person":{"image":{"crop":null,"hotspot":null,"asset":{"_id":"image-92a064359a9e0c4a64a145b3a88af93d3111fa68-280x296-png"}},"name":"Jeffrey He","slug":{"current":"jeffrey-he"}},"roles":["author","developer"]},{"_key":"ac4577e54481","person":{"image":{"crop":null,"hotspot":null,"asset":{"_id":"image-0efe7659c4627f08171bf5679fafaf26c70db6f4-200x200-png"}},"name":"Flora DiCara","slug":{"current":"flora-dicara"}},"roles":["author","developer"]}]}},"pageContext":{"id":"-90cfe0d2-c633-5693-a931-1789059a1d09"}},"staticQueryHashes":["2744905544","300934582","727047668"]}