{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,13]],"date-time":"2026-02-13T16:36:46Z","timestamp":1771000606504,"version":"3.50.1"},"reference-count":83,"publisher":"MIT Press","issue":"1","content-domain":{"domain":["www.mitpressjournals.org"],"crossmark-restriction":true},"short-container-title":["Quantitative Science Studies"],"published-print":{"date-parts":[[2020,2]]},"abstract":"<jats:p>This study creates a novel inventory that characterizes factors influencing the research agendas of researchers in all fields of knowledge: the Multi-dimensional Research Agendas Inventory-Revised (MDRAI-R). The MDRAI-R optimizes an initial inventory designed for the social sciences (the MDRAI) by reducing the number of items per dimension, improving the inventory\u2019s psychometric properties, and including new dimensions (\u201cAcademia Driven\u201d and \u201cSociety Driven\u201d) that reflect the greater influence of social and organizational structures on knowledge production and demands for research impact. This inventory enhances our ability to measure research activities at a time when researchers\u2019 choices matter more than ever, and it will be of interest to researchers, policy makers, research funding agencies, and university and research organizations.<\/jats:p>","DOI":"10.1162\/qss_a_00017","type":"journal-article","created":{"date-parts":[[2019,12,19]],"date-time":"2019-12-19T19:03:11Z","timestamp":1576782191000},"page":"60-93","update-policy":"https:\/\/doi.org\/10.1162\/mitpressjournals.corrections.policy","source":"Crossref","is-referenced-by-count":13,"title":["The Multidimensional Research Agendas Inventory\u2014Revised (MDRAI-R): Factors shaping researchers\u2019 research agendas in all fields of knowledge"],"prefix":"10.1162","volume":"1","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6814-1393","authenticated-orcid":true,"given":"Hugo","family":"Horta","sequence":"first","affiliation":[{"name":"Division of Policy, Administration and Social Sciences Education, Faculty of Education, The University of Hong Kong, Pokfulam, Hong Kong, SAR, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6414-6891","authenticated-orcid":true,"given":"Jo\u00e3o M.","family":"Santos","sequence":"additional","affiliation":[{"name":"Instituto Universit\u00e1rio de Lisboa (ISCTE-IUL), Centro de Investiga\u00e7\u00e3o e Interven\u00e7\u00e3o Social (CIS-IUL), Lisbon, Portugal"}]}],"member":"281","reference":[{"issue":"3","key":"bib1","doi-asserted-by":"crossref","first-page":"541","DOI":"10.1080\/07294360.2017.1288704","volume":"36","author":"Acker S.","year":"2017","journal-title":"Higher Education Research & Development"},{"issue":"9","key":"bib2","doi-asserted-by":"crossref","first-page":"1686","DOI":"10.1080\/03075079.2015.1118031","volume":"42","author":"\u00c5kerlind G.","year":"2017","journal-title":"Studies in Higher Education"},{"issue":"5","key":"bib3","doi-asserted-by":"crossref","first-page":"615","DOI":"10.2307\/2095162","volume":"47","author":"Allison P. D.","year":"1982","journal-title":"American Sociological Review"},{"issue":"2","key":"bib4","doi-asserted-by":"crossref","first-page":"263","DOI":"10.1080\/02664769823250","volume":"25","author":"Anderson D.","year":"1998","journal-title":"Journal of Applied Statistics"},{"key":"bib5","volume-title":"AMOS 16.0 user\u2019s guide","author":"Arbuckle J.","year":"2007"},{"issue":"3","key":"bib6","doi-asserted-by":"crossref","first-page":"351","DOI":"10.1207\/s15327906mbr2803_3","volume":"28","author":"Bandalos D. L.","year":"1993","journal-title":"Multivariate Behavioral Research"},{"issue":"5","key":"bib7","doi-asserted-by":"crossref","first-page":"815","DOI":"10.1016\/j.paid.2006.09.018","volume":"42","author":"Barrett P.","year":"2007","journal-title":"Personality and Individual Differences"},{"key":"bib8","volume-title":"Academic tribes and territories: Intellectual enquiry and the culture of disciplines","author":"Becher T.","year":"2001"},{"issue":"2","key":"bib9","doi-asserted-by":"crossref","first-page":"238","DOI":"10.1037\/0033-2909.107.2.238","volume":"107","author":"Bentler P. M.","year":"1990","journal-title":"Psychological Bulletin"},{"issue":"3","key":"bib10","doi-asserted-by":"crossref","first-page":"289","DOI":"10.1007\/BF02293905","volume":"45","author":"Bentler P. M.","year":"1980","journal-title":"Psychometrika"},{"issue":"4","key":"bib11","doi-asserted-by":"crossref","first-page":"689","DOI":"10.1007\/s10734-015-9861-2","volume":"70","author":"Bentley P. J.","year":"2015","journal-title":"Higher Education"},{"key":"bib12","volume-title":"Structural equations with latent variables","author":"Bollen K. A.","year":"2014"},{"issue":"6","key":"bib13","doi-asserted-by":"crossref","first-page":"19","DOI":"10.1177\/053901847501400602","volume":"14","author":"Bourdieu P.","year":"1975","journal-title":"Information (International Social Science Council)"},{"issue":"12","key":"bib14","doi-asserted-by":"crossref","first-page":"2294","DOI":"10.1080\/03075079.2017.1326023","volume":"43","author":"Brew A.","year":"2018","journal-title":"Studies in Higher Education"},{"issue":"2","key":"bib15","doi-asserted-by":"crossref","first-page":"255","DOI":"10.1080\/07294360.2016.1177812","volume":"36","author":"Brew A.","year":"2017","journal-title":"Higher Education Research & Development"},{"key":"bib16","volume-title":"Confirmatory factor analysis for applied research","author":"Brown T. A.","year":"2015"},{"key":"bib17","first-page":"136","volume":"154","author":"Browne M. W.","year":"1993","journal-title":"Sage Focus Editions"},{"issue":"3","key":"bib18","doi-asserted-by":"crossref","first-page":"456","DOI":"10.1037\/0033-2909.105.3.456","volume":"105","author":"Byrne B. M.","year":"1989","journal-title":"Psychological Bulletin"},{"issue":"3","key":"bib19","doi-asserted-by":"crossref","first-page":"464","DOI":"10.1080\/10705510701301834","volume":"14","author":"Chen F. F.","year":"2007","journal-title":"Structural Equation Modeling"},{"issue":"2","key":"bib20","doi-asserted-by":"crossref","first-page":"233","DOI":"10.1207\/S15328007SEM0902_5","volume":"9","author":"Cheung G. W.","year":"2002","journal-title":"Structural Equation Modeling"},{"key":"bib21","author":"Ciarli T.","year":"2018","journal-title":"Research Policy"},{"key":"bib22","doi-asserted-by":"crossref","first-page":"155","DOI":"10.1007\/BF01476360","volume":"9","author":"Collins R.","year":"1994","journal-title":"Sociological Forum"},{"issue":"20","key":"bib23","first-page":"1","volume":"14","author":"DiStefano C.","year":"2009","journal-title":"Practical Assessment, Research & Evaluation"},{"issue":"2","key":"bib24","doi-asserted-by":"crossref","first-page":"581","DOI":"10.1007\/s11192-013-1188-0","volume":"99","author":"Ebrahimy S.","year":"2014","journal-title":"Scientometrics"},{"issue":"1","key":"bib25","doi-asserted-by":"crossref","first-page":"39","DOI":"10.1177\/002224378101800104","volume":"18","author":"Fornell C.","year":"1981","journal-title":"Journal of Marketing Research"},{"issue":"5","key":"bib26","doi-asserted-by":"crossref","first-page":"875","DOI":"10.1177\/0003122415601618","volume":"80","author":"Foster J. G.","year":"2015","journal-title":"American Sociological Review"},{"issue":"7","key":"bib27","doi-asserted-by":"crossref","first-page":"691","DOI":"10.1080\/13662716.2016.1264067","volume":"24","author":"Franzoni C.","year":"2017","journal-title":"Industry and Innovation"},{"key":"bib28","volume-title":"Stats Tool Package","author":"Gaskin J.","year":"2016"},{"key":"bib29","doi-asserted-by":"crossref","DOI":"10.4324\/9781315631363","volume-title":"University in chains: Confronting the military-industrial-academic complex","author":"Giroux H. A.","year":"2015"},{"key":"bib30","volume-title":"Multivariate data analysis","author":"Hair J. F.","year":"2007"},{"issue":"1","key":"bib31","doi-asserted-by":"crossref","first-page":"37","DOI":"10.1080\/03075079.2014.915301","volume":"41","author":"Hancock S.","year":"2016","journal-title":"Studies in Higher Education"},{"issue":"2","key":"bib32","doi-asserted-by":"crossref","first-page":"137","DOI":"10.1007\/s11024-011-9170-6","volume":"49","author":"Hicks D.","year":"2011","journal-title":"Minerva"},{"key":"bib33","volume":"2","author":"Hooper D.","year":"2008","journal-title":"Articles"},{"issue":"3","key":"bib34","doi-asserted-by":"crossref","first-page":"1243","DOI":"10.1007\/s11192-016-2012-4","volume":"108","author":"Horta H.","year":"2016","journal-title":"Scientometrics"},{"issue":"1","key":"bib35","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1080\/10705519909540118","volume":"6","author":"Hu L.","year":"1999","journal-title":"Structural Equation Modeling: A Multidisciplinary Journal"},{"issue":"1","key":"bib36","doi-asserted-by":"crossref","first-page":"90","DOI":"10.1016\/j.jcps.2009.09.003","volume":"20","author":"Iacobucci D.","year":"2010","journal-title":"Journal of Consumer Psychology"},{"issue":"3","key":"bib37","doi-asserted-by":"crossref","first-page":"325","DOI":"10.1023\/A:1014486821714","volume":"4","author":"Johnson B.","year":"2001","journal-title":"Learning Environments Research"},{"issue":"3","key":"bib38","doi-asserted-by":"crossref","first-page":"398","DOI":"10.2307\/2095231","volume":"48","author":"Johnson D. R.","year":"1983","journal-title":"American Sociological Review"},{"key":"bib39","volume-title":"LISREL 7: A guide to the program and applications","author":"J\u00f6reskog K. G.","year":"1989"},{"issue":"4","key":"bib40","doi-asserted-by":"crossref","first-page":"187","DOI":"10.1007\/s12564-018-9530-0","volume":"42","author":"Jung J.","year":"2018","journal-title":"Asia Pacific Education Review"},{"issue":"2","key":"bib41","doi-asserted-by":"crossref","first-page":"365","DOI":"10.1007\/s10734-017-0143-z","volume":"75","author":"Kenny J.","year":"2018","journal-title":"Higher Education"},{"issue":"1","key":"bib42","doi-asserted-by":"crossref","first-page":"61","DOI":"10.1007\/s10734-015-9980-9","volume":"73","author":"Kim K.","year":"2017","journal-title":"Higher Education"},{"key":"bib43","volume-title":"The science of serendipity: How to unlock the promise of innovation","author":"Kingdon M.","year":"2013"},{"key":"bib44","volume-title":"Principles and practice of structural equation modeling","author":"Kline R. B.","year":"2016"},{"key":"bib45","doi-asserted-by":"crossref","DOI":"10.7208\/chicago\/9780226458144.001.0001","volume-title":"The structure of scientific revolutions","author":"Kuhn T. S.","year":"2012"},{"issue":"2","key":"bib46","doi-asserted-by":"crossref","first-page":"136","DOI":"10.1177\/1028315317747084","volume":"22","author":"Kwiek M.","year":"2018","journal-title":"Journal of Studies in International Education"},{"issue":"6","key":"bib47","doi-asserted-by":"crossref","first-page":"e0157325","DOI":"10.1371\/journal.pone.0157325","volume":"11","author":"Lanahan L.","year":"2016","journal-title":"PloS One"},{"key":"bib48","doi-asserted-by":"crossref","DOI":"10.2307\/j.ctt32bbxc","volume-title":"Laboratory life: The construction of scientific facts","author":"Latour B.","year":"2013"},{"issue":"4","key":"bib49","doi-asserted-by":"crossref","first-page":"533","DOI":"10.1177\/000312240707200403","volume":"72","author":"Leahey E.","year":"2007","journal-title":"American Sociological Review"},{"issue":"1","key":"bib50","doi-asserted-by":"crossref","first-page":"99","DOI":"10.1007\/s11024-016-9291-z","volume":"54","author":"Luukkonen T.","year":"2016","journal-title":"Minerva"},{"issue":"4","key":"bib51","first-page":"636","volume":"42","author":"Mantai L.","year":"2017","journal-title":"Studies in Higher Education"},{"key":"bib52","volume-title":"An\u00e1lise estat\u00edstica: Com utiliza\u00e7\u00e3o do SPSS (Statistical analysis using SPSS)","author":"Mar\u00f4co J.","year":"2003"},{"issue":"2","key":"bib53","doi-asserted-by":"crossref","first-page":"81","DOI":"10.1027\/1614-2241.3.2.81","volume":"3","author":"Mar\u00f4co J.","year":"2007","journal-title":"Methodology"},{"key":"bib54","volume-title":"An\u00e1lise de equa\u00e7\u00f5es estruturais: Fundamentos te\u00f3ricos, software & aplica\u00e7\u00f5es. (Structural equations modelling: Theoretical fundamentals, software, and applications)","author":"Mar\u00f4co J.","year":"2010"},{"issue":"2","key":"bib55","doi-asserted-by":"crossref","first-page":"179","DOI":"10.1177\/000276428102500205","volume":"25","author":"McGrath J. E.","year":"1981","journal-title":"American Behavioral Scientist"},{"issue":"3","key":"bib56","doi-asserted-by":"crossref","first-page":"568","DOI":"10.1037\/0021-9010.93.3.568","volume":"93","author":"Meade A. W.","year":"2008","journal-title":"Journal of Applied Psychology"},{"issue":"4","key":"bib57","doi-asserted-by":"crossref","first-page":"361","DOI":"10.1177\/1094428104268027","volume":"7","author":"Meade A. W.","year":"2004","journal-title":"Organizational Research Methods"},{"issue":"3","key":"bib58","doi-asserted-by":"crossref","first-page":"883","DOI":"10.1007\/s11192-017-2617-2","volume":"114","author":"Mejia C.","year":"2018","journal-title":"Scientometrics"},{"issue":"1","key":"bib59","doi-asserted-by":"crossref","first-page":"61","DOI":"10.1177\/1757975914550255","volume":"23","author":"Mendes R.","year":"2016","journal-title":"Global Health Promotion"},{"issue":"3810","key":"bib60","doi-asserted-by":"crossref","first-page":"56","DOI":"10.1126\/science.159.3810.56","volume":"159","author":"Merton R. K.","year":"1968","journal-title":"Science"},{"issue":"1","key":"bib61","doi-asserted-by":"crossref","first-page":"111","DOI":"10.21500\/20112084.857","volume":"3","author":"Milfont T. L.","year":"2010","journal-title":"International Journal of Psychological Research"},{"issue":"5","key":"bib62","doi-asserted-by":"crossref","first-page":"625","DOI":"10.1007\/s10459-010-9222-y","volume":"15","author":"Norman G.","year":"2010","journal-title":"Advances in Health Sciences Education"},{"key":"bib63","first-page":"1","author":"Ooms W.","year":"2018","journal-title":"Studies in Higher Education"},{"key":"bib64","volume-title":"A step-by-step approach to using SAS for factor analysis and structural equation modeling","author":"O\u2019Rourke N.","year":"2013"},{"key":"bib65","doi-asserted-by":"crossref","DOI":"10.4324\/9780203442159","volume-title":"Personal knowledge: Towards a post-critical philosophy","author":"Polanyi M.","year":"2012"},{"key":"bib66","doi-asserted-by":"crossref","first-page":"71","DOI":"10.1016\/j.dr.2016.06.004","volume":"41","author":"Putnick D. L.","year":"2016","journal-title":"Developmental Review"},{"issue":"1","key":"bib67","doi-asserted-by":"crossref","first-page":"203","DOI":"10.1016\/j.jrp.2006.02.001","volume":"41","author":"Rammstedt B.","year":"2007","journal-title":"Journal of Research in Personality"},{"issue":"2","key":"bib68","doi-asserted-by":"crossref","first-page":"197","DOI":"10.1007\/s11024-018-9364-2","volume":"57","author":"Roumbanis L.","year":"2019","journal-title":"Minerva"},{"issue":"4","key":"bib69","doi-asserted-by":"crossref","first-page":"649","DOI":"10.1007\/s10734-018-0230-9","volume":"76","author":"Santos J. M.","year":"2018","journal-title":"Higher Education"},{"issue":"2","key":"bib70","doi-asserted-by":"crossref","first-page":"207","DOI":"10.1093\/scipol\/sct048","volume":"41","author":"Schut M.","year":"2014","journal-title":"Science and Public Policy"},{"key":"bib71","doi-asserted-by":"crossref","first-page":"73","DOI":"10.1016\/j.socnet.2015.02.006","volume":"43","author":"Shi F.","year":"2015","journal-title":"Social Networks"},{"issue":"6","key":"bib72","doi-asserted-by":"crossref","first-page":"817","DOI":"10.1177\/0003122410388488","volume":"75","author":"Shwed U.","year":"2010","journal-title":"American Sociological Review"},{"key":"bib73","doi-asserted-by":"crossref","first-page":"167","DOI":"10.1016\/j.socnet.2017.07.003","volume":"52","author":"Siciliano M. D.","year":"2018","journal-title":"Social Networks"},{"issue":"3","key":"bib74","doi-asserted-by":"crossref","first-page":"253","DOI":"10.1007\/BF02294104","volume":"50","author":"Steiger J. H.","year":"1985","journal-title":"Psychometrika"},{"issue":"4","key":"bib75","doi-asserted-by":"crossref","first-page":"541","DOI":"10.4300\/JGME-5-4-18","volume":"5","author":"Sullivan G. M.","year":"2013","journal-title":"Journal of Graduate Medical Education"},{"issue":"10","key":"bib76","doi-asserted-by":"crossref","first-page":"1975","DOI":"10.1016\/j.respol.2018.07.005","volume":"47","author":"Wallace M. L.","year":"2018","journal-title":"Research Policy"},{"key":"bib77","doi-asserted-by":"crossref","DOI":"10.1093\/oso\/9780199240531.001.0001","volume-title":"The intellectual and social organization of the sciences","author":"Whitley R.","year":"2000"},{"issue":"1","key":"bib78","doi-asserted-by":"crossref","first-page":"26","DOI":"10.1080\/00220973.2010.531299","volume":"80","author":"Whittaker T. A.","year":"2012","journal-title":"The Journal of Experimental Education"},{"issue":"4","key":"bib79","doi-asserted-by":"crossref","first-page":"424","DOI":"10.1108\/IJSHE-09-2013-0111","volume":"16","author":"Wooltorton S.","year":"2015","journal-title":"International Journal of Sustainability in Higher Education"},{"issue":"3","key":"bib81","doi-asserted-by":"crossref","first-page":"421","DOI":"10.1007\/s10734-014-9783-4","volume":"69","author":"Young M.","year":"2015","journal-title":"Higher Education"},{"issue":"3","key":"bib82","doi-asserted-by":"crossref","first-page":"65","DOI":"10.1111\/j.1475-682X.1978.tb00819.x","volume":"48","author":"Zuckerman H.","year":"1978","journal-title":"Sociological Inquiry"},{"issue":"4","key":"bib83","doi-asserted-by":"crossref","first-page":"390","DOI":"10.1037\/h0078865","volume":"34","author":"Zumbo B. D.","year":"1993","journal-title":"Canadian Psychology"},{"issue":"3","key":"bib84","doi-asserted-by":"crossref","first-page":"736","DOI":"10.1016\/j.joi.2018.06.006","volume":"12","author":"Zuo Z.","year":"2018","journal-title":"Journal of Informetrics"}],"container-title":["Quantitative Science Studies"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mitpressjournals.org\/doi\/pdf\/10.1162\/qss_a_00017","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,28]],"date-time":"2024-07-28T22:55:33Z","timestamp":1722207333000},"score":1,"resource":{"primary":{"URL":"https:\/\/direct.mit.edu\/qss\/article\/1\/1\/60-93\/15578"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,2]]},"references-count":83,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2020,2]]}},"alternative-id":["10.1162\/qss_a_00017"],"URL":"https:\/\/doi.org\/10.1162\/qss_a_00017","relation":{},"ISSN":["2641-3337"],"issn-type":[{"value":"2641-3337","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,2]]},"assertion":[{"value":"2019-05-06","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2019-11-24","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2020-02-20","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}