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Machine learning uncovers the most robust self-report predictors of relationship quality across 43 longitudinal couples studies.

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Title: Machine learning uncovers the most robust self-report predictors of relationship quality across 43 longitudinal couples studies.
Authors: Joel S; Department of Psychology, Western University, London, ON N6A 3K7, Canada; samantha.joel@uwo.ca., Eastwick PW; Department of Psychology, University of California, Davis, CA 95616., Allison CJ; Department of Psychology, Simon Fraser University, Burnaby, BC V5A 1S6, Canada., Arriaga XB; Department of Psychological Sciences, Purdue University, West Lafayette, IN 47907., Baker ZG; Department of Psychology, University of Houston, Houston, TX 77204., Bar-Kalifa E; Department of Psychology, Ben Gurion University of the Negev, Be'er Sheva 8410501, Israel., Bergeron S; Department of Psychology, Université de Montréal, Montréal, QC H3T 1J4, Canada., Birnbaum GE; School of Psychology, Interdisciplinary Center Herzliya, Herzliya 4610101, Israel., Brock RL; Department of Psychology, University of Nebraska, Lincoln, NE 68588., Brumbaugh CC; Department of Psychology, Queens College & Graduate Center, City University of New York, Flushing, NY 11367., Carmichael CL; Department of Psychology, Brooklyn College & Graduate Center, City University of New York, Brooklyn, NY 11210., Chen S; Department of Psychology, University of California, Berkeley, CA 94720., Clarke J; Department of Psychology, University of Colorado, Colorado Springs, CO 80918., Cobb RJ; Department of Human Development and Family Sciences, Texas Tech University, Lubbock, TX 79409., Coolsen MK; Department of Management, Marketing, and Entrepreneurship, Shippensburg University, Shippensburg, PA 17257., Davis J; Department of Psychology, Virginia Commonwealth University, Richmond, VA 23284., de Jong DC; Department of Psychology, Western Carolina University, Cullowhee, NC 28723., Debrot A; Institute of Psychology, University of Lausanne, 1015 Lausanne, Switzerland., DeHaas EC; Department of Psychology, Simon Fraser University, Burnaby, BC V5A 1S6, Canada., Derrick JL; Department of Psychology, University of Houston, Houston, TX 77204., Eller J; Department of Psychology, University of Minnesota, Minneapolis, MN 55455., Estrada MJ; Department of Psychology, University of Rochester, Rochester, NY 14627., Faure R; Department of Experimental and Applied Psychology, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The Netherlands., Finkel EJ; Department of Psychology and the Kellogg School of Management, Northwestern University, Evanston, IL 60208., Fraley RC; Department of Psychology, University of Illinois at Urbana-Champaign, Champaign, IL 61820., Gable SL; Department of Psychological & Brain Sciences, University of California, Santa Barbara, CA 93106., Gadassi-Polack R; Department of Psychology, Yale University, New Haven, CT 06520., Girme YU; Department of Psychology, Simon Fraser University, Burnaby, BC V5A 1S6, Canada., Gordon AM; Department of Psychology, University of Michigan, Ann Arbor, MI 48109., Gosnell CL; Department of Psychology, Pace University, Pleasantville, NY 10570., Hammond MD; School of Psychology, Victoria University of Wellington, Wellington 6012, New Zealand., Hannon PA; Department of Health Services, University of Washington, Seattle, WA 98195., Harasymchuk C; Department of Psychology, Carleton University, Ottawa, ON K1S 5B6, Canada., Hofmann W; Department of Psychology, Ruhr University Bochum, 44801 Bochum, Germany., Horn AB; Department of Psychology and the University Research Priority Program 'Dynamics of Healthy Aging,' University of Zurich, 8006 Zurich, Switzerland., Impett EA; Department of Psychology, University of Toronto Mississauga, Mississauga, ON L5L 1C6, Canada., Jamieson JP; Department of Psychology, University of Rochester, Rochester, NY 14627., Keltner D; Department of Psychology, Brooklyn College & Graduate Center, City University of New York, Brooklyn, NY 11210., Kim JJ; Department of Psychology, University of Toronto, Toronto, ON M5S 1A1, Canada., Kirchner JL; Department of Psychology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599., Kluwer ES; Department of Psychology, Utrecht University, 3584 CS Utrecht, The Netherlands.; Department of Psychology, Radboud University, 6525 HR Nijmegen, The Netherlands., Kumashiro M; Department of Psychology, Goldsmiths, University of London, London SE14 6NW, United Kingdom., Larson G; Social Cognition Center Cologne, University of Cologne, 50923 Cologne, Germany., Lazarus G; Department of Psychology, Bar-Ilan University, Ramat Gan 5290002, Israel., Logan JM; Department of Psychology, Simon Fraser University, Burnaby, BC V5A 1S6, Canada., Luchies LB; Center for Social Research, Calvin University, Grand Rapids, MI 49546., MacDonald G; Department of Psychology, University of Toronto, Toronto, ON M5S 1A1, Canada., Machia LV; Department of Psychology, Syracuse University, Syracuse, NY 13244., Maniaci MR; Department of Psychology, Florida Atlantic University, Boca Raton, FL 33431., Maxwell JA; School of Psychology, University of Auckland, Auckland 1010, New Zealand., Mizrahi M; Department of Behavioral Sciences and Psychology, Ariel University Center of Samaria, Ariel 44837, Israel., Muise A; Department of Psychology, York University, Toronto, ON M3J 1P3, Canada., Niehuis S; Department of Human Development and Family Sciences, Texas Tech University, Lubbock, TX 79409., Ogolsky BG; Department of Human Development and Family Studies, University of Illinois at Urbana-Champaign, Champaign, IL 61820., Oldham CR; Department of Human Development and Family Sciences, Texas Tech University, Lubbock, TX 79409., Overall NC; School of Psychology, University of Auckland, Auckland 1010, New Zealand., Perrez M; Department of Psychology, University of Fribourg, 1700 Fribourg, Switzerland., Peters BJ; Department of Psychology, Ohio University, Athens, OH 45701., Pietromonaco PR; Department of Psychological and Brain Sciences, University of Massachusetts, Amherst, Amherst, MA 01003., Powers SI; Department of Psychological and Brain Sciences, University of Massachusetts, Amherst, Amherst, MA 01003., Prok T; Department of Psychological & Brain Sciences, University of California, Santa Barbara, CA 93106., Pshedetzky-Shochat R; Department of Psychology, Bar-Ilan University, Ramat Gan 5290002, Israel., Rafaeli E; Department of Psychology, Bar-Ilan University, Ramat Gan 5290002, Israel.; Department of Psychology, Barnard College, Columbia University, New York, NY 10027., Ramsdell EL; Department of Psychology, University of Nebraska, Lincoln, NE 68588., Reblin M; Department of Health Outcomes & Behavior, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL 33612., Reicherts M; Department of Psychology, University of Fribourg, 1700 Fribourg, Switzerland., Reifman A; Department of Human Development and Family Sciences, Texas Tech University, Lubbock, TX 79409., Reis HT; Department of Psychology, University of Rochester, Rochester, NY 14627., Rhoades GK; Department of Psychology, University of Denver, Denver, CO 80208., Rholes WS; Department of Psychological and Brain Sciences, Texas A & M University, College Station, TX 77843., Righetti F; Department of Experimental and Applied Psychology, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The Netherlands., Rodriguez LM; Department of Psychology, University of South Florida, St. Petersburg, FL 33701., Rogge R; Department of Psychology, University of Rochester, Rochester, NY 14627., Rosen NO; Department of Psychology and Neuroscience, Dalhousie University, Halifax, NS B3H 4R2, Canada., Saxbe D; Department of Psychology, University of Southern California, Los Angeles, CA 90007., Sened H; Department of Psychology, Bar-Ilan University, Ramat Gan 5290002, Israel., Simpson JA; Department of Psychology, University of Minnesota, Minneapolis, MN 55455., Slotter EB; Department of Psychological and Brain Sciences, Villanova University, Villanova, PA 19085., Stanley SM; Department of Psychology, University of Denver, Denver, CO 80208., Stocker S; Human Behavior, Justice, and Diversity Department, University of Wisconsin, Superior, WI 54880., Surra C; Department of Human Development and Family Sciences, University of Texas at Austin, Austin, TX 78712., Ter Kuile H; Department of Psychology, Utrecht University, 3584 CS Utrecht, The Netherlands., Vaughn AA; Department of Psychology, San Diego State University, San Diego, CA 92182., Vicary AM; Department of Psychology, Illinois Wesleyan University, Bloomington, IL 61701., Visserman ML; Department of Psychology, University of Toronto, Toronto, ON M5S 1A1, Canada.; Department of Psychology, York University, Toronto, ON M3J 1P3, Canada., Wolf S; Department of Psychology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599.
Source: Proceedings of the National Academy of Sciences of the United States of America [Proc Natl Acad Sci U S A] 2020 Aug 11; Vol. 117 (32), pp. 19061-19071. Date of Electronic Publication: 2020 Jul 27.
Publication Type: Journal Article; Research Support, N.I.H., Extramural; Research Support, Non-U.S. Gov't; Research Support, U.S. Gov't, Non-P.H.S.
Journal Info: Publisher: National Academy of Sciences Country of Publication: United States NLM ID: 7505876 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1091-6490 (Electronic) Linking ISSN: 00278424 NLM ISO Abbreviation: Proc Natl Acad Sci U S A Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Machine learning uncovers the most robust self-report predictors of relationship quality across 43 longitudinal couples studies.
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            – D: 11
              M: 08
              Text: 2020 Aug 11
              Type: published
              Y: 2020
          Identifiers:
            – Type: issn-electronic
              Value: 1091-6490
          Numbering:
            – Type: volume
              Value: 117
            – Type: issue
              Value: 32
          Titles:
            – TitleFull: Proceedings of the National Academy of Sciences of the United States of America
              Type: main
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