{"id":{"repo_id":"mit","oai_identifier":"oai:dspace.mit.edu:1721.1/90244"},"canonical_url":"https://search.dev.ndltd.org/etd/mit/oai:dspace.mit.edu:1721.1/90244","repository":{"repo_id":"mit","name":"MIT","base_url":"https://dspace.mit.edu/oai/request"},"display":{"title":"To what extent is social media exposure correlated with financial performance for early stage digital consumer-facing startups?","abstract":"It is very hard to identify and evaluate very early stage investment opportunities in disruptive digital consumer-facing startups as they usually don't have any meaningful revenue data yet. However, these growing startups have \"momentums\". In classical mechanics, momentum is the product between mass and velocity. When it comes to startups, we can see revenue and web traffic as the mass and unique page views, social presence and sentiment, page rank, inbound links... as velocity (cf. Danielle Morrill start ups momentum index). Analyzing all these data is usually the most relevant way for investors to evaluate investment opportunities. It is however very unclear to what extent startups momentum is an indicator of financial performance. I would like to focus on social media exposure as an indicator of velocity for startups, and investigate further the correlations between social media exposure and revenue data.","abstract_html":"It is very hard to identify and evaluate very early stage investment opportunities in disruptive digital consumer-facing startups as they usually don't have any meaningful revenue data yet. However, these growing startups have "momentums". In classical mechanics, momentum is the product between mass and velocity. When it comes to startups, we can see revenue and web traffic as the mass and unique page views, social presence and sentiment, page rank, inbound links... as velocity (cf. Danielle Morrill start ups momentum index). Analyzing all these data is usually the most relevant way for investors to evaluate investment opportunities. It is however very unclear to what extent startups momentum is an indicator of financial performance. I would like to focus on social media exposure as an indicator of velocity for startups, and investigate further the correlations between social media exposure and revenue data.","abstract_has_math":false,"creators":["Genre, Solene"],"institution":"Massachusetts Institute of Technology","degree_name":null,"degree_level":null,"degree_discipline":null,"degree_department":"Sloan School of Management.","school":null,"contributors":[],"advisors":["Christian Catalini."],"committee_chairs":[],"committee_members":[],"year":2014,"date_issued":"2014","date_published":"2014","updated_at":"2026-07-22T22:21:12Z","subjects":["Sloan School of Management."],"languages":["eng"],"rights":["M.I.T. theses are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. See provided URL for inquiries about permission."],"rights_urls":["http://dspace.mit.edu/handle/1721.1/7582"],"identifier_entries":[]},"links":{"outbound_url":"http://hdl.handle.net/1721.1/90244","outbound_label":"Handle","outbound_source":"dc:identifier.uri"},"metadata_groups":[{"id":"people","label":"People","entries":[{"key":"dc:contributor.advisor","label":"Advisor","values":["Christian Catalini."]},{"key":"dc:contributor.department","label":"Department","values":["Sloan School of Management."]},{"key":"dc:contributor.other","label":"Dc Contributor Other","values":["Sloan School of Management."]},{"key":"dc:creator","label":"Author","values":["Genre, Solene"]}]},{"id":"academic_context","label":"Academic Context","entries":[{"key":"dc:date.accessioned","label":"Dc Date Accessioned","values":["2014-09-19T21:48:14Z"]},{"key":"dc:date.available","label":"Dc Date Available","values":["2014-09-19T21:48:14Z"]},{"key":"dc:date.issued","label":"Date","values":["2014"]},{"key":"dc:publisher","label":"Institution","values":["Massachusetts Institute of Technology"]},{"key":"dc:type","label":"Dc Type","values":["Thesis"]}]},{"id":"subjects_keywords","label":"Subjects and Keywords","entries":[{"key":"dc:subject","label":"Dc Subject","values":["Sloan School of Management."]}]},{"id":"language_rights","label":"Language and Rights","entries":[{"key":"dc:language.iso","label":"Language (ISO)","values":["eng"]},{"key":"dc:rights","label":"Dc Rights","values":["M.I.T. theses are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. See provided URL for inquiries about permission."]},{"key":"dc:rights.uri","label":"Rights URI","values":["http://dspace.mit.edu/handle/1721.1/7582"]}]},{"id":"identifiers","label":"Identifiers","entries":[{"key":"dc:identifier.uri","label":"Identifier URI","values":["http://hdl.handle.net/1721.1/90244"]}]},{"id":"additional","label":"Additional Metadata","entries":[{"key":"dc:description","label":"Description","values":["Thesis: S.M. in Management Studies, Massachusetts Institute of Technology, Sloan School of Management, 2014.","Cataloged from PDF version of thesis.","Includes bibliographical references (page 62)."]},{"key":"dc:description.abstract","label":"Abstract","values":["It is very hard to identify and evaluate very early stage investment opportunities in disruptive digital consumer-facing startups as they usually don't have any meaningful revenue data yet. However, these growing startups have \"momentums\". In classical mechanics, momentum is the product between mass and velocity. When it comes to startups, we can see revenue and web traffic as the mass and unique page views, social presence and sentiment, page rank, inbound links... as velocity (cf. Danielle Morrill start ups momentum index). Analyzing all these data is usually the most relevant way for investors to evaluate investment opportunities. It is however very unclear to what extent startups momentum is an indicator of financial performance. I would like to focus on social media exposure as an indicator of velocity for startups, and investigate further the correlations between social media exposure and revenue data."]},{"key":"dc:description.degree","label":"Dc Description Degree","values":["S.M. in Management Studies"]},{"key":"dc:title","label":"Title","values":["To what extent is social media exposure correlated with financial performance for early stage digital consumer-facing startups?"]}]}],"canonical_facts":{"dc:contributor.advisor":["Christian Catalini."],"dc:contributor.department":["Sloan School of Management."],"dc:contributor.other":["Sloan School of Management."],"dc:creator":["Genre, Solene"],"dc:date.accessioned":["2014-09-19T21:48:14Z"],"dc:date.available":["2014-09-19T21:48:14Z"],"dc:date.issued":["2014"],"dc:description":["Thesis: S.M. in Management Studies, Massachusetts Institute of Technology, Sloan School of Management, 2014.","Cataloged from PDF version of thesis.","Includes bibliographical references (page 62)."],"dc:description.abstract":["It is very hard to identify and evaluate very early stage investment opportunities in disruptive digital consumer-facing startups as they usually don't have any meaningful revenue data yet. However, these growing startups have \"momentums\". In classical mechanics, momentum is the product between mass and velocity. When it comes to startups, we can see revenue and web traffic as the mass and unique page views, social presence and sentiment, page rank, inbound links... as velocity (cf. Danielle Morrill start ups momentum index). Analyzing all these data is usually the most relevant way for investors to evaluate investment opportunities. It is however very unclear to what extent startups momentum is an indicator of financial performance. I would like to focus on social media exposure as an indicator of velocity for startups, and investigate further the correlations between social media exposure and revenue data."],"dc:description.degree":["S.M. in Management Studies"],"dc:identifier.uri":["http://hdl.handle.net/1721.1/90244"],"dc:language.iso":["eng"],"dc:publisher":["Massachusetts Institute of Technology"],"dc:rights":["M.I.T. theses are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. See provided URL for inquiries about permission."],"dc:rights.uri":["http://dspace.mit.edu/handle/1721.1/7582"],"dc:subject":["Sloan School of Management."],"dc:title":["To what extent is social media exposure correlated with financial performance for early stage digital consumer-facing startups?"],"dc:type":["Thesis"]},"updated_at":"2026-07-22T22:21:12Z"}