CURRICULUM VITAE 4/2020 JOSEPH LEE RODGERS III Lois Autrey Betts Chair in Psychology and Human Development, Professor of Psychology and Human Development, Vanderbilt University George Lynn Cross Research Professor Emeritus, University of Oklahoma

Home Address: 772 Darden Place, Nashville TN 37205 Professional Address: 230 Appleton Place #552, Hobbs 202C, Vanderbilt Univ, Nashville, TN 27203 Personal Data: Married to Jacci Speelman Rodgers Two Children: Rachel Speelman Rodgers and Naomi Joyce Rodgers Hobbies: Sports (Tennis, Basketball, Golf); Reading; Music

Education: 1981 Ph.D. University of North Carolina at Chapel Hill Major: Psychology Minor: Biostatistics 1979 M.A University of North Carolina at Chapel Hill Major: Psychology 1975 B.A. University of Oklahoma Major: Psychology 1975 B.S. University of Oklahoma Major: Mathematics 1971 University High School, Norman, Oklahoma

Professional Positions: 2012-present Lois Autrey Betts Chair in Psychology and Human Development, Professor of Psychology and Human Development, Vanderbilt University 2014-present Co-director, Quantitative Methods Masters of Education Program, Peabody College, Vanderbilt 2013-2018 Director, ExpERT Program, Peabody College, Vanderbilt University 2012-2017 Director, Quantitative Methods Section, Department of Psychology and Human Development, Peabody College, Vanderbilt University 2011-present George Lynn Cross Research Professor (now Emeritus), University of Oklahoma 2008-2012 Director, Oklahoma Population Institute, University of Oklahoma 2005 (fall) Visiting Professor of Psychology & Population Studies, University of Pennsylvania 2002-2012 Academic Director, Organizational Leadership Ph.D. Program, College of Continuing Education, University of Oklahoma 2000-2012 Robert Glenn Rapp Foundation Presidential Professor, University of Oklahoma 1998 (fall) Visiting Research Prof., Danish Center for Demographic Res., Odense Univ., Denmark 1992-2000 Professor, Department of Psychology, University of Oklahoma 1990-1992 Visiting Associate Professor, Institute of Statistics and Decision Sciences, Duke Univ. 1990-1991 Visiting Associate Professor, Department of Psychology, Duke University 1989-1990 Visiting Associate Professor, Department of Psychology, University of North Carolina 19871988 Visiting Associate Professor, Department of Psychology, Ohio State University 1986-1992 Associate Professor, Department of Psychology, University of Oklahoma 1985-1990 Co-director, Statistical Consulting Associates, University of Oklahoma 1984-1987 Visiting Instructor, College of Business Administration, University of Oklahoma 1982 (summer) Visiting Assistant Professor, Department of Psychology, University of North Carolina 1981-1986 Assistant Professor, Department of Psychology, University of Oklahoma 1980-1981 Research Associate, Carolina Population Center

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Professional Service: Consulting Editor, American Psychologist, 2019-present President, Division 5 (Quantitative and Qualitative Methods), American Psychological Association (2016-17) (President-Elect, 2015-2016); Past-President (2017-2018) Editor, Multivariate Behavioral Research, (2006-2011) Trustees, Society of Multivariate Experimental Psychology (2000-2011) Editorial Board, Applied Psychological Measurement (1989-2012) President, Society of Multivariate Experimental Psychology (2004-2005) Secretary/Treasurer, Society of Multivariate Experimental Psychology (2000-2004) Editorial Board, Psychological Methods (2001-2003) Editorial Board, Biodemography and Social Biology (1999-2007) President, Society for the Study of Social Biology (1994-1997) President, Division 34 (Population and Environment), American Psychological Association (1994-1995) Book Review Editor, Applied Psychological Measurement (1988-1994) Member-at-Large, Executive Committee, Division 34, APA (1996-1998) Chair, Publication Committee, Division 34 (Population and Environment) APA, (1986-1998) Task Force on Organizational Structure, APS (1989-1990) Acting Editor, Population and Environment (1987) Secretary, Division 34 (Population and Environment), APA (1985-87) Program chair and convention manager, OPA Spring Conference, Norman, Okla. (March 1986) Program chair, Div. 34 (Population and Environment), APA Meetings, Los Angeles (August, 1985) Regional Representative, OPA Division of Academic and Research Psychology (198286) Program chair and assistant convention manager, OPA Spring Conference, Norman, Okla. (April, 1983) Consulting Editor, Population and Environment (1981-1987) Member, Oklahoma State Senate Task Force to Plan Future Mental Health Care in Oklahoma (1982) Consultant, West Va. Health Care Program Evaluation, UNC Department of Public Health (1979-81)

University Service (University of Oklahoma): Member, Arts & Sciences Executive Committee, 2011-2012 Research Council, 2007-2010; chair 2009-2010 College of Arts & Sciences Support for Teaching and Research Committee, 2006-2008; chair 2007-2008 Chair, OU Grading Scale Task Force, 2006-2007 Co-Chair, Teaching Scholars Initiative (TSI), 2005-2007; Steering Committee, 2003-2012 Academic Program Council, 2002-2003 Campus Departmental Review Committee, 1997-98; 2001-2002 Campus Library Committee, 1994-97; Chair, 1996-97 College of Arts & Sciences Curriculum Committee, 1996-1998 College of Arts & Sciences Planning & Budget Committee, 1994-96 Scholar-Leadership Enrichment Program Advisory Committee, 1994-2012 Chair, University Task Force on Assessment of Undergraduate Education, 1988-89 Athletics Council, 1988-1989 OU Speaker’s Bureau, 1985-1987, 1992-1997 College of Arts & Sciences Academic Misconduct Board, Chair, 1987 College of Arts and Sciences Academic Appeals Board, Chair, 1985-1986 Campus Planning Council, 1983-1985

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Departmental Service (Department of Psychology, University of Oklahoma): Chair, Quantitative Psychology Search Committee, 2008-2009 Chair, Human Subjects Committee, 2003-2007 Chair, Undergraduate Studies Committee (1994-95; 2000-2004) Lunch Bunch (Departmental Colloquium) Coordinator in most semesters, 1992-2012 Chair, Introductory Psychology Search Committee (1999-2000) Committee A (Executive Committee), Department of Psychology (1992-94; 1996-98) Chair, Personnel Policy Committee (1992-94) Director of Graduate Studies (1988-89) Chair, Graduate Admissions (1983-87; 1999-2000) Bachelor of Science Curriculum Adviser (1984-86) Chair, Computer Use Planning and Development Committee (1985-87)

University Service (Vanderbilt) Faculty Senate, 2019-present Data Science Minor at Vanderbilt, Development Committee, 2018-20 Campus Promotion and Tenure Review Committee, 2014-2017 Director, ExpERT Program, Peabody College, 2013-2017

Departmental Service (Department of Psychology and Human Development, Peabody, Vanderbilt): Space Committee, 2019-present Chair, QM Faculty Search Committee, 2015-16 Chair, QM Lecturer Search Committee, 2014-15 Executive Committee, 2012-2013; 2013-2104; 2014-2015; 2015-2016; 2016-2017 Faculty Review Committee, 2012-2013; 2013-2014; 2014-2015; 2017-18 (Chair), 2019-20

Teaching Experience: Undergraduate: Introductory Statistics, Advanced Statistics and Research Methods, Population Psych, Experimental Social Psych, Tests and Measurement, Liberal Studies Seminar on Family, Population and Environmental Psychology Graduate: Introductory Graduate Statistics, Advanced Graduate Statistics, Regression and Correlation, Experimental Design, Exploratory (and Graphical) Data Analysis, Measurement and Scaling, Evaluation Methods, SAS Data Management and Analysis, Seminar in Intelligence, Seminar in Biodemography, Seminar in Behavior Genetics, Quantitative Methods in Business and Economics, Intro to Graduate Studies

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Graduate Student Committees 1) Directed: MA Committees PhD Committees Martha Banz (1985) Martha Banz (Co-Directed, 1986) Sylvia Meseck-Bushey (1989) Amalia Bjornsdottir (1996) Won-Chan Lee (1994) Peggy Lain (Co-Directed, 1996) Debby Doughty (1994) Maury Buster (1997) Amalia Bjornsdottir (Co-directed, 1994) Debby Doughty (2000) Karen Thurston (1996) Eric Morrison (2002) David Bard (2001) Fiona Burdick (2004) Amber Johnson (2001) Amber Johnson (2005) Ronnie Coleman (2001) Joe Skorupski (Co-Directed, 2006) Sung-Hyuck Lee (2002) Sung-Hyuck Lee (2007) Linda Gissberg (2004) David Bard (2007) Will Beasley (2006) Elizabeth Freeland (Co-Directed, 2007) Brandon Ferrell (2011) Siew Ang (2008) Kelly Meredith (2011) Charlie Steelman (2009) Ali Hadd (2016) Will Beasley (2010) Mason Garrison (2016) William Strauss (2011) Patrick O’Keefe (2018) Brandon Ferrell (2013) Michael Kramer (Free Univ, Berlin, 2019) Kelly Meredith (2013) Karen Thurston (2014) Andrey Koval (2014) Mike Hunter (2014) Michael Nelson (Co-directed, 2017) Ali Hadd (2019) Patrick O’Keefe (2020)

2) Served as a Committee Member: From 1982 to the present I have served on well over 100 completed MA, MS and PhD committees, in 21 departments at the University of Oklahoma and Vanderbilt University: Psych, Counseling Psych, Ed Administration, Accounting, Marketing, Sociology, Mathematics Education, Communications, Zoology, Liberal Studies, Management, Physics, Org Leadership, Mathematics, Anthropology, Ed Psychology, Philosophy, Music, Ed Instructional Technology, Industrial Engineering, Leadership/Policy/Organizations, and Genetics. I have also served on one Ph.D. committee at the University of North Carolina and the University of Arizona, and directed a Masters thesis at Free University in Berlin.

Honors and Awards: President-Elect, President, Past-President, Division 5, APA, 2015-2018 Lois Autrey Betts Chair in Education and Human Development, Vanderbilt, 2012-present Fellow, American Association for the Advancement of Science, 2012 Eber Lifetime Service Award, Society of Multivariate Experimental Psychology, 2012 George Lynn Cross Research Professor, 2011-2012 (Emeritus, 2012-present) University of North Carolina Distinguished Alumni Award, University of North Carolina, 2011 Newman-Proshansky Award, APA Div. 34 (Lifetime contribution award, APA Division of Population and Environmental Psychology), 2009 President, Society of Multivariate Experimental Psychology, 2004-2005

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Robert Glenn Rapp Foundation Presidential Professorship, University of Oklahoma, 2000-2012 Tanaka Award, Society of Multivariate Experimental Psychology, 2000 (best article from 1999 MBR) Regents Award for Superior Research and Creative Activity, University of Oklahoma, 1998 Award for Excellence in Classroom Teaching, Biopsychology Program, OU Health Science Center, 1997 Fellow, Division 5 (Evaluation, Statistics, & Measurement), APA, 1995 President, Society for the Study of Social Biology, 1994-1997 President, Division 34, APA, 1994-95 Membership, Society of Multivariate Experimental Psychology, 1991 Fellow, Division 34 (Population and Environment), APA, 1991 Fellow, American Psychological Association, 1991 Charter Fellow, American Psychological Society, 1988 OU Associates Distinguished Lectureship Award, 1987 AMOCO Foundation Award, Excellence in Undergraduate Teaching, 1986 OU Associates Distinguished Lectureship Award, 1986 East-West Center Summer Seminar in Population, Honolulu, 1985 University of Oklahoma Junior Faculty Research Fellowship, 1984 University of Oklahoma Junior Faculty Research Fellowship, 1982 UNC Psychology Department Outstanding Dissertation Award, 1981 Phi Beta Kappa, 1975

Colloquia, Workshops, and Invited Addresses: Arizona State University, Division 5 mid-year meeting Mini-Conference to Honor Leona Aiken (March, 2019), Invited Address: “Does the Replication Crisis Inform Our Teaching of Introductory Statistics?” University of Oklahoma, Department of Psychology (Feb, 2019): “Using Cartoons to Teach Statistics” American Psychological Association, Division 5 (August, 2017): “Teaching Statistics and Quantitative Methods into the 21st Century” Presidential Address, Division of Quantitative and Qualitative Methods. University of Michigan, Research Center for Group Dynamics (March, 2017): “Psychology, Science, and Knowledge Construction: Broadening Perspectives from the Replication Crisis” Vanderbilt University, Dept of Psychology and Human Development (Sept, 2016), and University of Oklahoma, Dept of Psychology (Oct, 2016): “A Meta-Theory to Integrate and Explain the Causes of the Flynn Effect: The Parental Executive Model” Vanderbilt University, Department of Sociology (February, 2016): “A Problem, a Method, and a Dataset: Addressing Selection Bias in Social Science Research Using Sibling Control Methods with the NLSY Data” University of Rhode Island Department of Psychology (Nov, 2014): “Galileo, Newton, and Modern Mathematical Modeling Methods: Revolution, Backwards, and Forwards” Ohio State Department of Psychology (April, 2014): “Galileo, Newton, and Modern Mathematical Modeling Methods: Revolution, Backwards, and Forwards” NIH Office of Behavioral and Social Science Research Lecture Series (April, 2013): “Galileo, Newton, and Modern Mathematical Modeling Methods: Revolution, Backwards, and Forwards” Plenary Address, Institute of System Science and Health Summer Workshop, Washington University St. Louis (June, 2012). "Galileo and Significance Testing Versus Newton and Mathematical Modeling: Revolution, Backwards and Forward" University of North Carolina Department of Psychology (February, 2012). "Are Birth Order Effects on Intelligence Really Flynn Effects? Reinterpreting Belmont and Marolla, 1973(and Many Others)" American Psychological Association, Division 34 (August 2010). "A Time Like No Other, and Few Seem to Have Noticed: Population, the Environment, and the Future of Our Planet." Invited address, Newman-Proshansky Lifetime Achievement Award. Association of Psychological Science (May, 2010). "The Bootstrap: A Conceptual Introduction." Participant in an invited symposium at the American Psychological Society, Boston, MA. Ohio State University (July, 2009). Instructor in Workshop on NLSY-Young Adult Data Ohio State University, Initiative on Population Research (January, 2009). “Item-Level Analysis of the Flynn Effect” American Psychological Society, Chicago, IL, Invited Address (May, 2008). “Mathematical Modeling as a (Silent) Methodological Revolution: Putting the Modeling Heart before the Methodological Course.”. Carolina Population Center, UNC (January, 2008) “The Flynn Effect: Moving from the Center to the Boundaries” University of North Carolina (March 2007) “The Epistemology of Mathematical Modeling: A Silent Revolution, or, Putting the Modeling Heart before the Statistical Course”

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University of North Carolina (March 2007). “The Mother-Daughter-Aunt-Niece Design in Behavior Genetics” Penn State University (November, 2005) Nonlinear Dynamic Modeling of Adolescent Smoking, Drinking, and Sexuality Johns Hopkins (November, 2005) Social Contagion and Adolescent Sexual Behavior University of Pennsylvania (September, 2005) Nonlinear Dynamic Modeling of Adolescent Smoking, Drinking, and Sexuality Ohio State University (June, 2005) Instructor in Workshop on National Longitudinal Survey of Youth B Young Adult Data Notre Dame Univ. (June, 2003) Nonlinear dynamic models of nonlinear dynamic behaviors: Social contagion helps explain adolescent smoking, drinking, and sexual transition. Ohio State University (June, 2002) Instructor in Workshop on National Longitudinal Survey of Youth: Children Data Ohio State Univ. (April, 2000) Statistical Resampling Procedures: The Bootstrap, the Jackknife, and R.A. Fisher’s Grave Texas Women=s University (February, 2000) Nonlinear Dynamic Models of Adolescent Sexuality and Pregnancy Louisville University School of Medicine (March, 1999) EMOSA Models of Adolescent Transition Behaviors Invited Address, Southwestern Psychological Association, Houston, TX (April, 1996), "Hyperspace Models and Star Wars Methods: Riding Quantitative Psychology into the 21st Century" Presidential Address, Division 34, APA, NYC (Aug, 1995), "Having Babies in the 1990's: Parental Perceptions of Family Size" Indiana Univ. School of Med. (March, 1995), "Epidemic Models of the Onset of Social Activities -- Sexuality and STD Models" Invited Address, Division 34, American Psychological Association meetings, New Orleans, LA (August, 1989) "Social and Psychological Determinants of the Onset of Adolescent Sexuality" U. of Arizona, Dept. of Psych. (1988) - "The Current Structure of APA: Evolution or Revolution?" U. of Houston, Dept. of Psych. (1985) - "Data Analysis on a Circle" U. of Ok, English Dept., Group for Interdisciplinary Semiotic Theory (1984), "Self-referential Sentences, Ideas, and Systems" U. of Okla., Instructional Services Colloquium (1983) - "Microcomputer Tutorials in the Stat Lab" U. of Okla., Statistical Consulting Lab (1983) - "A Workshop on Exploratory Data Analysis" U. of Ala. - Birmingham, Dept. of Psychology and LSU Med. College (1981) - "Effects of Family Structure on Mental Ability"

Current Research Interests: Statistics, Measurement, Methodology: Correlation and Regression Analysis, Exploratory Data Analysis, Multidimensional Scaling, Multivariate Statistical Analysis, Survey Sampling Methods, Evaluation Methods, Quasi-experimental Design, Resampling Theory, Graphical Data Analysis Population, Social, Developmental, & Health Psychology: Demography, Adolescent Sexuality, Intellectual Development, Behavior Genetics, Evaluation, Evolutionary Psychology, Family Structure, Fertility Decision Making, Human Reproduction

Professional Reviewing: Consulting Editor, American Psychologist Consulting Editor, Archives of Scientific Psychology (2012) Editor, Multivariate Behavioral Research (2005-2011) Editorial Board, Social Biology (1999-2007) Editorial Board, Psychological Methods (2001-2003) Editorial Board, Applied Psychl Measurement (1988-2010) Consulting editor, Population and Environment (1981-1985) Journal Reviewing (57 journals): American Journal of Human Biology American Journal of Sociology American Psychologist American Sociological Review American Statistician Applied Psychological Measurement Air Traffic Control Quarterly Behavior Genetics Canadian Journal of Population Communications in Statistics Child Development Clinical Psychological Science Criminology Demography Developmental Psychology Developmental Review Ethnicity and Disease Evolution and Behavior Family Planning Perspectives Genetic Epidemiology Health, Education, and Behavior Human Nature Intelligence Internatl Jour of Behav Develop International Journal of Psychology International Journal of Testing Journal of Adolescent Research Journal of Abnormal Psychology Journal of Applied Social Psych Journal of Biosocial Science Journal of Beh. Decision Theory Journal of Crime and Delinquency Journal of Ed. and Behavioral Stat Journal of Expt. Psych, General Journal of Gerontology: Biol. Sci. Journal of Mathematical Psychology Journal of Pers and Social Psych Journal of Research in Adolescence Journal of School Psychology Journal of Sex Research Journal of Statistics Education Language, Speech, Hearing Services Mathematical Biosciences Multivariate Behavioral Research Organizational Research Methods Personality and Indiv. Differences Population and Environment Population Rsrch and Policy Review Population Studies Psychological Bulletin Psychological Methods Psychological Review Psychometrika Representative Res. in Soc. Psy. Social Biology Social Forces Theoretical Medicine and Bioethics

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Study section reviewing for National Institutes of Health: Permanent Member, Social Science and Population Study Section, 1990-1994 Chair, Study Section for Adolescent and Family Life Program, 1994-1999 Member, Special Study Sections related to health, fertility, & contraception: 10/06; 5/05; 5/02; 12/94; 7/92; 4/89; 10/88; 3/88 Ad Hoc Member, Social Science and Population, 10/87, 1/15; Ad hoc written reviews (1994, 1987, 1984, 1982) Ad hoc Member, Behavior Genetics, 9/07

Professional Society Memberships: American Association for the Advancement of Science (fellow), American Psychological Association (Divisions 5, 7, 8, 9, 34; Fellow, APA & Divisions 5 and 34), American Psychological Society (Charter Fellow, 1988), Behavior Genetic Association, Psychometric Society, American Statistical Association, Population Assoc. of America, Sigma Xi, Society of Biodemography and Social Biology, Society of Multivariate Experimental Psychology, American Educational Research Association

Research Funding: Total NIH Grant Funding (through 2020): $11.9 million Total NIH Grant Funding, PI (through 2020): $ 4.2 million NIA Grant R01-AG067621 (Consultant; Scott Hofer, PI) “Evaluation of Multivariate Causal Factors Linking the Flynn Effect to Declining Dementia Trends and Cognitive Aging” September 15, 2019 – June 30, 2024 ($3,586,000) NIH Grant R01-HD087395 (Joseph L. Rodgers, PI) “New NLSY Kinship Links and Longitudinal/ Cross-Generational Models: Cognition and Fertility Research.” May 1, 2017-April 1, 2020 ($650,000) SMEP grant to support a conference titled “Teaching Statistics and Quantitative Methods into the 21st Century,” March, 2017. ($10,000) NIH Grant R01-HD065865 (Joseph L. Rodgers, PI) " NLSY Kinship Links: Reliable and Valid Sibling Identification." May, 2012 - December 2014 ($540,000) NIH Grant R01-HD061384 (Consultant; Ben Lahey, University of Chicago, PI) "Early Causal Risk Factors for Delinquency: Quasi-experimental Tests. 2010 to 2014). May, 2010 - March, 2014 ($1,000,000) NICHD Grant RO1-HD043417 (Consultant/Co-Investigator; Hans-Peter Kohler, University of Penn, PI) “Biosocial Determinants of Fertility and Related Behaviors.” Sept, 2003 - August, 2009 ($832,500) NICHD Grant RO1-HD043265 (Joseph L. Rodgers, PI) “Biometrical Modeling of Fertility Using the NLSY.” July, 2003-June, 2008 ($1,100,000) NIMH Grant R01-MH070025 (Consultant/Co-Investigator; Ben Lahey, University of Chicago, PI) “Genetic Epidemiology of Youth Conduct Problems.” Jan, 2004 -Dec, 2007 ($1,500,000). NICHD Grant RO1-HD21973 (Joseph L. Rodgers, PI) "Adolescent Behavior: Family and Non-family Influences." April, 1987-June, 2002 ($1,600,000; including four Competing Continuation Awards) NIH Grant ($15,000) (Joseph L. Rodgers, PI) Conference grant to support a conference titled:” The Biodemography of Fertility,” Rostock, Germany, August, 2000 (J. Rodgers & H. Kohler, organizers) NIH Grant ($10,000) and SSSB Grant ($5000) (Joseph L. Rodgers, PI) Conference grant to support a conference titled “Genetic Influences on Fertility-Related Behaviors,” Tucson, AZ, December, 1997 (J. Rodgers, D. Rowe, & W. Miller, organizers). NICHD Grant (Consultant; David Rowe, U. of Arizona, PI) "Adolescent Health: Environmental and Biological Models." March, 1994-February, 1999. ($350,000) NICHD Grant (Consultant; Allan Parnell, Duke Univ., PI) "Changes in Abortion Policy and Pregnancy Outcomes." 10/94-2/96, Shannon Award ($100,000); Full award, 3/96-2/98 ($300,000). Health Effects Institute Grant (Co-PI, Consultant; Phil Bromberg, UNC-Chapel Hill, PI) "A Behavioral Genetics Study of Ozone Responsiveness." September, 1991-December 1995. ($400,000) University of Oklahoma Junior Faculty Research Fellowship (1982 & 1984) - $3500 each

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Special Issues: Rodgers, J. L. (Guest editor). (2014). The Flynn Effect: Methodological Issues. Special issue of Journal of Intelligence. Rodgers, J. L. & Olshansky, J. (Guest editors). (2002). The biodemography of human fertility and longevity. Special issue of Social Biology, 49.

Books: Rodgers, J. L. (Ed.) (Under contract, publication 2020). Teaching statistics and quantitative methods in the 21st Century. Taylor & Francis. Hadd, A. & Rodgers, J. (Under contract, publication 2020). Understanding correlation matrices. Sage. Freeland, E. M., Terry, R. A., & Rodgers, J. L. (2009). Emotional intelligence and personality. Saarbrucken, Germany: VDM Publishing House Ltd. Rodgers, J. L. & Kohler, H-P. (Eds.) (2003). The Biodemography of Human Reproduction and Fertility. Boston: Kluwer Academic Publishers. Miller, W. B. & Rodgers, J. L. (2001). The Ontogeny of Human Bonding Systems: Evolutionary Origins, Neural Bases, and Psychological Manifestations. Boston: Kluwer Academic Publishers. Rodgers, J. L., Rowe, D. C., & Miller, W. B. (Eds.) (2000). Genetic Influences on Human Fertility and Sexuality: Theoretical and Empirical Contributions from the Biological and Behavioral Sciences. Boston: Kluwer Academic Publishers.

15 Signature Articles: Rodgers, J. L. (2019). Degrees of Freedom at the start of the second 100 years: A pedagogical treatise. Advances in Methods and Practices in the Psychological Sciences, 2, 396-405. Rodgers, J. L., Beasley, W. H., Bard, D. E., Meredith, K. M., Hunter, M. D., Johnson, A. B., Buster, M., Li, C., May, K. O., Garrison, S. M., Miller, W. B., van den Oord, E., Rowe, D. C. (2016). The NLSY kinship links: Using the NLSY79 and NLSY-Children data to conduct genetically-informed and family- oriented research. Behavior Genetics, 46, 538-551. Rodgers, J. L. (2014). Are birth order effects on intelligence really Flynn Effects? Reinterpreting Belmont and Marolla 40 years later. Intelligence, 42, 128-133. Rodgers, J. L. (2010). The epistemology of mathematical and statistical modeling: A quiet methodological revolution. American Psychologist, 65, 1-12. Rodgers, J. L., Bard, D., Johnson, A., D’Onofrio, B., & Miller, W. B. (2008). The cross-generational Mother- Daughter-Aunt-Niece design: Establishing validity of the MDAN design with NLSY fertility variables. Behavior Genetics, 38, 567-578. Rodgers, J. L., St. John, C., & Coleman, R. (2005) Did fertility go up after the Oklahoma City bombing? An analysis of births in metropolitan counties in Oklahoma, 1990-1999. Demography, 42, 675-692. Rodgers, J. L. & Doughty, D. (2001). Does having boys or girls run in the family? Chance, 14, 8-13. Rodgers, J. L., Hughes, K., Kohler, H.-P., Christensen, K., Doughty, D., Rowe, D. C., & Miller, W. B. (2001). Genetic influence helps explain variation in human fertility outcomes: Evidence from recent behavioral and molecular genetic studies. Current Directions in Psychological Science, 10, 184-188. Rodgers, J. L., Cleveland, H. H., van den Oord, E., & Rowe, D. C. (2000). Resolving the debate over birth order, family size, and intelligence. American Psychologist, 55, 599-612. Rodgers, J. L. (1999). The bootstrap, the jackknife, and the randomization test: A sampling taxonomy. Multivariate Behavioral Research, 34, 441-456. Rodgers, J. L., Rowe, D. C., & Li, C. (1994). Beyond nature versus nurture: DF analysis of nonshared influences on problem behaviors. Developmental Psychology, 30, 374-384.

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Rodgers, J. L. & Rowe, D. C. (1993). Social contagion and adolescent sexual behavior: A developmental EMOSA model. Psychological Review, 100, 479-510. Rodgers, J. L. & Thompson, T. D. (1992). Seriation and multidimensional scaling: A data analysis approach to scaling asymmetric proximity matrices. Applied Psychological Measurement, 16, 105-117. Rodgers, J. L. & Udry, J. R. (1988). The season-of-birth paradox. Social Biology, 35, 171-185. Rodgers, J. L. & Nicewander, W. A. (1988). Thirteen ways to look at the correlation coefficient. The American Statistician, 42, 186-195.

Archival Publications: 175) Rodgers, J. L. (2020, in press). Teaching introductory statistics to applied researchers in the 21st century: A dialectic examination. Pp. 123-134 in J. L. Rodgers ()Ed.) Teaching Statistics and Quantitative Methods in the 21st Century. Taylor & Francis, New York, New York. 174) Rodgers, J. L. (2020, in press). Teaching statistics and research methods in the 21st Century: An Introduction to 17 Chapters on Statistical Pedagogy, Curriculum, Philosophy, and Administration. Pp. 1-10 in J. L. Rodgers (Ed.), Teaching Statistics and Quantitative Methods in the 21st Century. Taylor & Francis, New York, New York. 173) Harlow, L. L, Aiken, L., Blankson, A. N., Boodoo, G. M., Brick, L. A. D. Collins, L. M., Cumming, G., Fava, J. L., Goodwin, M. S., Hoeppner, B., Mackinnon, D. P., Molenaar, P. C. M., Rodgers, J. L., Rossi, J. S., Scott, A., Steiger, J. H., & West, S. G.. (2020). A tribute to the mind, methodology and memories of Wayne Velicer. Multivariate Behavioral Research, in press. 172) O’Keefe, P., Rodgers, J.L. (2020). A Simulation Study of Bootstrap Approaches to Estimate Confidence Intervals in DeFries– Fulker Regression Models (with Application to the Heritability of BMI Changes in the NLSY). Behavior Genetics, 50, 127– 138. doi.org/10.1007/s10519-020-09993-9 171) Kraemer, M. & Rodgers, J. L. (2020). The impact of having children on domain-specific life satisfaction: A quasi- experimental longitudinal investigation using the SOEP data. Journal of Personality and Social Psychology, in press. 170) Rodgers, J. L. (2019). Degrees of Freedom at the start of the second 100 years: A pedagogical treatise. Advances in Methods and Practices in the Psychological Sciences, 2, 396-405. . DOI: 10.1177/251524591988205 169) Rodgers, J. L., Garrison, S. M., O’Keefe, P., Bard, D. E., Hunter, M. D., Beasley, W. H., van den Oord, E. (2019). Responding to a 100-year-old challenge from Fisher: A biometrical analysis of adult height in the NLSY data using only cousin pairs. Behavior Genetics, 49, 444-454. 168) Garrison, S. M. & Rodgers, J. L. (2019). Decomposing the causes of the SES-health gradient with biometrical modeling. Journal of Personality and Social Psychology, 116, 1030-1047. 167) Falbo, T. & Rodgers, J. L. (2019). Population psychology. In D. Poston (Ed.) Handbook of Population (Ch. 19, pp. 499-0520). Cham, Switzerland: Springer Nature. 166) Shrout, P. E. & Rodgers, J. L. (2018). Psychology, Science, and Knowledge Construction: Broadening Perspectives from the Replication Crisis. Annual Review of Psychology, 69, 487-510. Doi.org/10.1146/annurev-psych-122216-011845. 165) Rodgers, J. L. & Shrout, J. L. (2018). Psychology’s replication crisis as scientific opportunity: A précis for policymakers. Policy Insights from the Behavioral and Brain Sciences, 5:134-141. DOI: 10.1177/2372732217749254 164) Little, T. D.,Widaman, K. F., Levy, R., Rodgers, J. L.,& Hancock, G. R. (2017). Error, error, in my model, who’s the fairest of them all. Research on Human Development, 14, 271-286. DOI: 10.1080/15427609.2017.1370965 163) O’Keefe, P. & Rodgers, J. L. (2017). Double decomposition of level-1 variables in multilevel models: An analysis of the Flynn Effect in the NSLY data. Multivariate Behavioral Research, 52, 630-647. 162) Hadd, A. & Rodgers, J. L. (2017). Intelligence, Income, and Education as Potential Influences on a Child's Home Environment: A (Maternal) Sibling-Comparison Design. Developmental Psychology, 53, 1286–1299 161) Garrison, S. M. & Rodgers, J. L. (2016). Casting doubt on the causal link between intelligence and age at first intercourse: A cross-generational sibling comparison design using the NLSY. Intelligence, 59, 139-156. 160) Rodgers, J. L., Beasley, W. H., Bard, D. E., Meredith, K. M., Hunter, M. D., Johnson, A. B., Buster, M., Li, C., May, K. O., Garrison, S. M., Miller, W. B., van den Oord, E., Rowe, D. C. (2016). The NLSY kinship links: Using the NLSY79 and NLSY-Children data to conduct genetically-informed and family-oriented research. Behavior Genetics, 46, 538-551. DOI 10.1007/s10519-016-9785-3. 159) Rodgers, J. L. (2016). Moving in parallel toward a modern modeling epistemology: Bayes factors and frequentist modeling methods. Multivariate Behavioral Research, 51, 30-34. 158) Rodgers, J. L. (2015). Methodological issues associated with studying the Flynn Effect: Exploratory and confirmatory efforts in the past, present, and future. Journal of Intelligence, 3, 111-120. 157) Vaughan, E. B., Van Hulle, C. A., Beasley, W. H., Rodgers, J. L., & D’Onofrio, B. M. (2015). Clarifying the associations between age at menarche and adolescent emotional and behavioral problems. Journal of Youth and Adolescence, 44(4), 1-18.

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156) Rodgers, J. L., Van Hulle, C., D’Onofrio, B., Rathouz, P., Beasley, W., Johnson, A., Waldman, I., Lahey, B. B. (2015). Behavior Problems and Timing of Menarche: A Developmental Longitudinal Biometrical Analysis Using the NLSY-Children Data. Behavior Genetics, 45, 51-70. 155) Rodgers, J. L., Beasley, W., & Scheulke, M. (2014). Graphical Data Analysis on the Circle: Wrap-around Time Series Plots for (Interrupted) Time Series Designs. Multivariate Behavioral Research, 49, 571-580. 154) Fife, D., Rodgers, J. L., & Mendoza, J. (2014). Model Conditioned Data Elasticity in Path Analysis: Assessing the “Confoundability” of Model/Data Charactersistics. Multivariate Behavioral Research, 49, 597-613. 153) Rodgers, J. L. (2014). Are birth order effects on intelligence really Flynn Effects? Reinterpreting Belmont and Marolla 40 years later. Intelligence, 42, 128-133. 152) Bard, D. E., Rodgers, J. L., & Muller, K. E. (2013). A primer of epidemiologic methods, concepts, and analysis, with examples and more advanced applications within psychology. In T. D. Little (Ed.), The Oxford Handbook of Quantitative Methods (Vol. 1, pp. 305-331). New York: Oxford University Press, Inc. 151) Rodgers, J. L. & Beasley, W. H. (2013). Fisher, Gossett, and AHST: Bootstrapping multiple correlation alternative hypotheses Pp. 217-239 in M. Edwards & R. C. MacCallum (Eds.) Current Topics in the Theory and Application of Latent Variable Models. New York: Routledge. 150) Beasley, W. B. & Rodgers, J. L. (2012). Simulation. In Cooper, H. (Eds.) APA Handbook of Research Methods in Psychology, Washington DC, American Psychological Association. 149) Goodnight, J. A., Lahey, B. B., Van Hulle, C. A., Rodgers, J. L., Rathouz, P. J., Waldman, I. D., & D'Onofrio, B. M. (2012). A quasi-experimental analysis of the influence of neighborhood disadvantage on child and adolescent conduct problems. Journal of Abnormal Psychology, 121, 95-108. 148) Rodgers, J. L. & Koval, A. (2012). EMOSA Models as Developmental Methodology: Extending Social Contagion Models of Adolescent Problem Behaviors to Religious Attendance. Pp. 70-724 in B. Laursen, T. Little, & N. Card (Eds.) Handbook of Developmental Research Methodology. 147) Rodgers, J. L. & Rodgers, J. (2011). Black ink and red ink (BIRI) testing: A testing method to evaluate both recall and recognition learning in accelerated adult-learning courses. Journal of Continuing Higher Education, 59, 167-174. 146) Hansel, T.C., Nakonezny, P.A., and Rodgers, J.L. (2011). Did divorces decline after the attacks on the World Trade Center? Journal of Applied Social Psychology, 41, 1680-1700. 145) Jaffee, S., Van Hulle, C., & Rodgers, J L. (2011). Effects of non-maternal care in the first three years on children's academic skills and behavioral functioning in childhood and early adolescence: A sibling comparison study. Child Development, 84, 1076-1081. 144) Rodgers, J. L. & Williams, L. (2011). Delivering a PhD in Organizational Leadership by Distance (University of Oklahoma). In J. Jerman & J. Pappas (Eds.) New Directions for Adult and Continuing Education (No. 129):The Non-Traditional Doctorate. Jossey-Bass. 143) Rodgers, J. L. (2010). Statistical and mathematical modeling versus NHST? There's no competition. Journal of Modern and Applied Statistical Methods, 9, 340-347. 142) Ang, S., Rodgers, J. L., & Wanstrom, L. (2010). The Flynn Effect within Subgroups in the U.S.: Gender, Race, Income, Education, and Urbanization Differences in the NLSY-Children Data. Intelligence, 38, 367-384. 141) Miller, W. B., Rodgers, J. L., & Pasta, D. (2010). The fertility motivations of youth predict later fertility outcomes: A prospective analysis of NLSY data. Biodemography and Social Biology, 56, 1-23. 140) Miller, W. B., Bard, D. E., Pasta, D. J., & Rodgers, J. L. (2010). Biodemographic modeling of the links between fertility motivation and fertility outcomes in the NLSY79. Demography, 47, 393-414. 139) Rodgers, J. L. (2010). The epistemology of mathematical and statistical modeling: A quiet methodological revolution. American Psychologist, 65, 1-12. 138) Lahey, B. B., Van Hulle, C. A., Rathouz, P. J., Rodgers, J. L., D’Onofrio, B. M. (2009). Are oppositional-defiant and hyperactive-inattentive symptoms developmental precursors to conduct problems in late childhood? Genetic and environmental links. Journal of Abnormal Child Psychology, 37, 45-58. 137) Van Hulle, C. A., Waldman, I. D., D’Onofrio, B. M., Rodgers, J. L., Rathouz, P. J., & Lahey, B. B. (2009). Developmental structure of genetic influences on antisocial behavior across childhood and adolescence. Journal of Abnormal Psychology, 118, 711-721. 136) Mendle, J., Harden, K. P., Turkheimer, E., Van Hulle, C. A., D’Onofrio, B. M., Brooks-Bunn, J., Rodgers, J. L., Emery, R. E., & Lahey. B. B. (2009). Associations between father absence and age of first sexual intercourse. Child Development, 80, 1463-1480. 135) Beasley, W. H. & Rodgers, J. L. (2009.) Resampling theory. In R. Millsap & A. Maydeu-Olivares (Eds.) Handbook of Quantitative Methods in Psychology. Newbury Park, CA: Sage. 134) D’Onofrio, B. M., Goodnight, J. A., Van Hulle, C. A., Waldman, I. D., Rodgers, J .L., Rathouz, P. J., & Lahey, B. B. (2009.) Maternal age at childbirth and offspring disruptive behavior: Testing the causal hypothesis. Journal of Child Psychology and Psychiatry. 50, 1018-1028.

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133) D’Onofrio, B. M., Goodnight, J. A., Van Hulle, C. A., Waldman, I. D., Rodgers, J L., Rathouz, P. J., & Lahey, B. B. (2009). A quasi-experimental analysis of the association between family income and offspring conduct problems. Journal of Abnormal Child Psychology, 37, 415-429. 132) Harden, K. P., D’Onofrio, B. M., Van Hulle, C., Turkheimer, E., Rodgers, J. L., Waldman, I. D., & Lahey, B. B. (2009.) Population density and youth antisocial behavior. Journal of Child Psychology and Psychiatry, 50, 999-1008. 131) Lahey, B. B., Van Hulle, C. A., Keenan, K., Rathouz, P. J., D’Onofrio, B. M., Rodgers, J. L., & Waldman, I. D. (2008). Temperament and Parenting during the First Year of Life Predict Future Child Conduct Problems. Journal of Abnormal Child Psychology, 36, 1139-1158. 130) Rodgers, J. L., Kohler, H-P, McGue, M., Behrman, J. Petersen, I., Bingley, P., & Christensen, K. (2008). Education and IQ as Direct, Mediated, or Spurious Influences on Female Fertility Outcomes: Linear and Biometrical Models fit to Danish Twin Data. American Journal of Sociology. 114 (Supplement) S202-S232. 129) Rodgers, J. L., Bard, D., Johnson, A., D’Onofrio, B., & Miller, W. B. (2008). The Cross-Generational Mother-Daughter- Aunt-Niece Design: Establishing Validity of the MDAN Design with NLSY Fertility Variables. Behavior Genetics, 38, 567- 578. 128) Lahey, B. B., Van Hulle, C. A., D’Onofrio, B. M., Rodgers, J. L., & Waldman, I. D. (2008). Is parental knowledge of their adolescent offspring's whereabouts and peer associations spuriously associated with offspring delinquency? Journal of Abnormal Child Psychology, 36, 807-823. 127) Rathouz, P. J., Van Hulle, C. A., Rodgers, J. L., Waldman, I. D., & Lahey, B. B. (2008). Specification, testing, and interpretation of gene-by-measured-environment interaction models in the presence of gene-environment correlation. Behavior Genetics, 38, 301-315. 126) D’Onofrio, B. M., Van Hulle, C.A., Waldman, I. D., Rodgers, J. L., Harden, K. P., Rathouz, P. J., & Lahey, B. B. (2008). Smoking during pregnancy and offspring externalizing problems: An exploration of genetic and environmental confounds. Development and Psychopathology, 20, 139-164. 125) Van Hulle, C. A., Rodgers, J. L., D'Onofrio, B. M., Waldman, I. D., & Lahey, B. B. (2007). Sex differences in the causes of self- reported adolescent delinquency. Journal of Abnormal Psychology, 116, 236-248. 124) Beasley, W. H., DeShea, L., Toothaker, L. E., Mendoza, J. L., Bard, D. E., & Rodgers, J. L. (2007). Bootstrapping to test for nonzero population correlation coefficients using univariate sampling. Psychological Methods, 12, 414-433. 123) D’Onofrio, B. M., Van Hulle, C. A., Waldman, I. D., Rodgers, J. L., Rathouz, P. J., & Lahey, B. B. (2007). Causal inferences regarding prenatal alcohol exposure and childhood externalizing problems. Archives of General Psychiatry, 64, 1296-1304.. 122) Wichman, A., Rodgers, J. L., & MacCallum, R. C. (2007). Birth order has no effects on intelligence: A reply and extension of previous findings. Personality and Social Psychology Bulletin, 33, 1195-2000. 121) Rodgers, J. L., Bard, D., & Miller, W. B. (2007). Multivariate cholesky models of human female fertility patterns in the NLSY. Behavior Genetics, 37, 345-361. 120) Rodgers, J. L. (2007) The shape of things to come: Using developmental curves from adolescent smoking and drinking reports to diagnosis the type of social process that generated the curves. Pp. 343-362 in T. D. Little, J. A. Bovaird, & N. A. Card (Eds.) Modeling Contextual Effects in Longitudinal Studies. Mahweh, NJ: LEA. 119) Rodgers, J. L. & Johnson, A. (2007). Nonlinear Dynamic Models of Nonlinear Dynamic Behaviors: Social Contagion of Adolescent Smoking and Drinking at Aggregate and Individual Levels. Pp. 213-242 in S. M. Boker & M. J. Wenger (Eds.) Data Analytic Techniques for Dynamical Systems. Mahweh, NJ: Lawrence Erlbaum Associates. 118) Rodgers, J. L. & Wanstrom, L. (2007). Identification of a Flynn Effect in the NLSY: Moving from the Center to the Boundaries. Intelligence. 35, 187-196. 117) Lahey, B. B., Van Hulle, C. A., Waldman, I. D., Rodgers, J. L., D’Onofrio, B. M., Pedlow, S., & Rathouz, P. J. , Keenan, K. (2006). Testing descriptive hypotheses regarding sex differences in the development of conduct problems and delinquency. Journal of Abnormal Child Psychology, 34, 737-755. 116) Rodgers, J. L. (2006). Book review of Gabriele Doblhammer’s “The Late Life legacy of Very Early Life.” European Journal of Population, 22. 115) Johnson, A. & Rodgers, J. L. (2006). The impacts of having children on the lives of women: The >Effects of Children= questionnaire. Journal of Applied Social Psychology, 36, 2685-2714. 114) Rodgers, J. L. (2006). Comment on Pollard (2005), letter to the editor. Chance, 19, 3-4. 113) Rodgers, J. L. (2006). The state-of-the-journal and editorial policies, 2006. Multivariate Behavioral Research, 41, 1-13. 112) Kohler, H-P, Rodgers, J. L., Miller, W. B., Skytthe, A., & Christensen, K. (2006). Bio-social determinants of fertility. International Journal of Andrology, 29, 46-53. 111) Wichman, A., Rodgers, J. L., & MacCallum, R. C. (2006) A multilevel approach to the relationship between birth order and intelligence. Personality and Social Psychology Bulletin, 32, 117-127. 110) Rodgers, J. L., St. John, C., & Coleman, R. (2005) Did fertility go up after the Oklahoma City bombing? An analysis of births in metropolitan counties in Oklahoma, 1990-1999. Demography, 42, 675-692. 109) Rodgers, J. L. (2005) Variance, Covariance, and Correlation. In B. Everitt & D. Howell (Eds.) Encyclopedia of Statistics in

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Behavioral Science. New York: Wiley 108) Rodgers, J. L. (2005) Jackknife. In B. Everitt & D. Howell (Eds.) Encyclopedia of Statistics in Behavioral Science. New York: Wiley. 107) Nakonezny, P. & Rodgers, J. L. (2005) An empirical evaluation of the retrospective pre-test: Are there advantages to looking back? Journal of Modern Applied Statistical Methods, 4, 240-250. 106) Rodgers, J. L. & Kohler, H-P (2005). Reformulating and simplifying the DF Analysis model. Behavior Genetics, 35, 211-217. 105) Rodgers, J. L. (2004.) The Jackknife Method. In M. Lewis-Beck, A. Bryman, & T. Liao (Eds.) Encyclopedia of Research Methods for the Social Sciences., Newbury Park, CA: Sage. 104) Nakonezny, P. A., Rodgers, J. L., & Reddick, R. (2004). Did divorce decline after the Oklahoma City bombing? Journal of Marriage and the Family, 66, 90-100. 103) Rodgers, J. L., Jacobson, K., & van den Oord, E. (2003). Obituary: David Christian Rowe. Behavior Genetics, 33, 627-628. 102) Nakonezny, P. A., Rodgers, J. L., & Shaw, K. (2003). Did births decline in the U.S. after the enactment of no-fault divorce law? Social Biology. 101) Rodgers, J. L. (2003.) EMOSA Sexuality Models, Memes, and the Tipping Point: Policy and Program Implications. Pp. 185- 192 In D. Romer (Ed.) Reducing Adolescent Risk: Toward an Integrated Approach. Newbury Park, CA: Sage. 100) Bard, D. & Rodgers, J. L. (2003). Sibling influence on smoking behavior: A within-family look at explanations for a birth order effect. Journal of Applied Social Psychology, 33, 1773-1795. 99) Rodgers, J. L. & Bard, D. E. (2003). Behavior genetics and adolescent development: A review of recent literature. Pp. 3-23 in G. Adams (Ed.) Handbook of Adolescence, (pp. 3-23). Mahweh, NJ: Erlbaum. 98) Rodgers, J. L., Kohler, H-P, & Christensen, K. (2003). Genetic variance in human fertility: Biology, psychology, or both? In J. L. Rodgers & H-P Kohler (Eds.) The Biodemography of Human Reproduction and Fertility. Boston: Kluwer. 97) Nakonezny, P. A., Rodgers, J. L., & Nussbaum, J.F. (2003). The effect of later life parental divorce on adult child-older parent solidarity: A test of the buffering hypothesis. Journal of Applied Social Psychology, 33, 1153-1178. 96) Kohler, H-P & Rodgers, J. L. (2003.) Education, fertility, and heritability: Explaining a paradox. Pp. 46-90 in K. W. Wachter & R. A. Bulatao (Eds.), Fertility Behavior in Biodemographic Perspective. Washington, D.C.: The National Academies Press. 95) Christensen, K., Kohler, H-P, Gasso, O., Olsen, J., Vaupel, J. W., & Rodgers, J. L. (2003). The correlation of fecundity among twins: Evidence of a genetic effect on fertility?. Epidemiology, 14, 60-64. 94) Kohler, H-P, Rodgers, J. L., & Christensen, K. (2002) Between nurture and nature: The shifting determinants of female fertility in Danish twin cohorts. Social Biology, 49, 218-248. 93) Rodgers, J. L. & Olshansky, J. (2002.) Introductory Essay, Special Issue on AThe Biodemography of Fertility and Longivity.@ Social Biology, 49, 121-124. 92) Rowe, D. C. & Rodgers, J. L. (2002). Expanding variance and the case of historical changes in IQ means: A critique of Dickens and Flynn. Psychological Review, 109, 759-763. 91) Rodgers, J. L. & Doughty, D. (2002). Does having boys or girls run in the family? Reply to Dr. von Hippel. Chance, 15, 8 (letter to the editor). 90) Rodgers, J. L. & Rowe, D. C. (2002). Theory development should begin (but not end) with good empirical fits: A comment on Roberts and Pashler (2000). Psychological Review, 109, 599-604. (Including a postscript Response to Roberts and Pashler=s reply) 89) Neiss, M., Rowe, D. C., & Rodgers, J. L. (2002). Does education mediate the relationship between IQ and age of first birth? A behavior genetic analysis. Journal of Biosocial Science, 34, 259-275. 88) Rodgers, J. L., Hughes, K., Kohler, H.-P., Christensen, K., Doughty, D., Rowe, D. C., & Miller, W. B. (2001). Genetic influence helps explain variation in human fertility outcomes: Evidence from recent behavioral and molecular genetic studies. Current Directions in Psychological Science, 10, 184-188. 87) Rodgers, J. L. & Doughty, D. (2001). Does having boys or girls run in the family? Chance, 14, 8-13. 86) Kohler, H-P. & Rodgers, J. L. (2001). DF-analysis of heritability with double-entry twin data: Asymptotic standard errors and efficient estimation. Behavior Genetics, 31, 179-192. 85) Rodgers, J. L., Buster, M., & Rowe, D. C. (2001). Genetic and environmental influences on delinquency: DF analysis of NLSY kinship data. Journal of Quantitative Criminology, 17, 145-168. 84) Rodgers, J. L. (2001). The confluence model: An academic ATragedy of the commons.@ In R. Sternberg & E. Grigorenko (Eds.) Family Enviroment and Intellectual Functioning: A Life-Span Perspective. Mahweh, NJ: Erlbaum. 83) Rodgers, J. L., Cleveland, H. H., van den Oord, E., & Rowe, D. C. (2001). Birth order and intelligence: Together again for the last time? American Psychologist, 56, 523-524. 82) Rodgers, J. L. (2001). What causes birth order-intelligence patterns? The admixture hypothesis, revived. American Psychologist, 56, 505-510. 81) Rodgers, J. L., Kohler, H.-P., Kyvik, K. & Christensen, K. (2001). Genes affect human fertility via fertility motivations: Findings from a contemporary Danish twin study. Demography, 38, 29-42. 80) Rodgers, J. L. (2000). The birth order trap. Politics and the Life Sciences, 19, 167-170.

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79) Doblhammer-Reiter, G., Rodgers, J. L., & Rau, R. (2000). Seasonality of birth in nineteenth- and twentieth-century Austria: Steps toward a unified theory of human reproductive seasonality. Social Biology, 47, 201-217. 78) Rodgers, J. L. (2000). Birth order. In Kazdin, A. et al. (Eds.) Encyclopedia of Psychology. New York: Oxford. 77) Rodgers, J. L., Cleveland, H. H., van den Oord, E., & Rowe, D. C. (2000). Resolving the debate over birth order, family size, and intelligence. American Psychologist, 55, 599-612. 76) Rodgers, J. L. (2000). Social contagion and adolescent sexual behavior: Theoretical and policy implications. In J. Bancroft (Ed.) The Role of Theory in Sex Research, Bloomington, IN: Kinsey Institute. 75) Rodgers, J. L. & Doughty, D. (2000). Genetic and environmental influences on fertility expectations and outcomes using NLSY kinship data. In J. L. Rodgers, D. Rowe, & W. B. Miller (Eds.) Genetic influences on fertility and sexuality, Boston: Kluwer Academic Press. 74) Doughty, D. & Rodgers, J. L. (2000). Behavior genetic modeling of menarche in U.S. females. In J. L. Rodgers, D. Rowe, & W. B. Miller (Eds.) Genetic influences on fertility and sexuality, Boston: Kluwer Academic Press. 73) Buster, M. & Rodgers, J. L. (2000). Genetic and environmental influences on alcohol use: DF analysis of NLSY kinship data. Journal of Biosocial Science, 32, 177-189. 72) Rowe, D. C., Rodgers, J. L., & Gilson, M. (2000). Epidemics of smoking: Modeling tobacco use among adolescents. In J. S. Rose, L. Chassin, C. C. Pressin, & S. J. Sherman (Eds) Multivariate Applications in Substance Use Research, Mahweh, NJ: Erlbaum. 71) Rodgers, J. L. (1999). The bootstrap, the jackknife, and the randomization test: A sampling taxonomy. Multivariate Behavioral Research, 34, 441-456. 70) Kohler, H-P & Rodgers, J. L. (1999). DF-like analysis of binary, ordered, and censored variables using Probit and Tobit approaches. Behavior Genetics, 29, 221-232. 69) Rodgers, J. L., Nakonezny, P. & Shull, R. (1999). Did no-fault divorce legislation matter? Definitely yes and sometimes no. Journal of Marriage and the Family, 61, 803-809. 68) Kohler, H-P, Rodgers, J. L., & Christensen. (1999). Is fertility behavior in our genes: Findings from a Danish twin study. Population and Development Review, 25, 253-288. 67) Rodgers, J. L. & Parnell, A. (1999). Seasonal patterns in adolescent reproductive behaviors. In L. Severy & W. Miller (Eds.) Advances in Population: Psychosocial Perspectives. London: Jessica Kingsley. 66) Rodgers, J. L., Rowe, D. C., & Buster, M. (1999). Nature, nurture, and first sexual intercourse in the USA: Fitting behavioural genetic models to NLSY kinship data. Journal of Biosocial Sciences, 31. 65) Rodgers, J. L. (1998). A critique of the Flynn Effect: Massive IQ gains, methodological artifacts, or both? Intelligence, 26, 337-356. 64) Rowe, D. C., Vesterdal, W. J., & Rodgers, J. L. (1998). Herrnstein's syllogism: Genetic and shared environmental influences on IQ, education, and income. Intelligence, 26, 405-424. 63) Rodgers, J. L., Rowe, D. C., & Buster, M. (1998). Nonlinear dynamic modeling and social contagion: A reply to Stoolmiller=s comments on EMOSA modeling. Developmental Psychology, 34, 1117-1118. 62) Rodgers, J. L., Rowe, D. C., & Buster, M. (1998). Social contagion, adolescent sexual behavior, and pregnancy: A nonlinear dynamic EMOSA model. Developmental Psychology, 34, 1096-1113. 61) Lee, W. & Rodgers, J. L. (1998). Bootstrapping correlation coefficients using univariate and bivariate sampling. Psychological Methods, 3, 91-103. 60) Doughty, D. & Rodgers, J. L. (1998). Multidimensionality and asymmetry in religious switching behavior. Journal of Applied Social Psychology, 28, 609-638. 59) Parnell, A. & Rodgers, J. L. (1998) Seasonality of induced abortion in North Carolina. Journal of Biosocial Science, 30, 321-332. 58) Rodgers, J. L. (1998). The development of sexuality in adolescence. In S. B. Friedman, M. Fisher, S. K.Schonberg, E. M. Alderman (Eds.) Comprehensive Adolescent Health Care (2nd Edition), St. Louis: Quality Medical Publishing, Inc. (Re-written version of 1992 article.) 57) Rodgers, J. L. Nakonezny, P. A., & Shull, R. D. (1997) The effect of no-fault legislation on divorce rates: A response to a reconsideration. Journal of Marriage and the Family, 60, 1026-1030. 56) Rowe, D. C. & Rodgers, J. L. (1997). Poverty and behavior: A response to a critique of a critique of a special issue. Developmental Review, 17, 394-406. 55) Rowe, D. C. & Rodgers, J. L. (1997). Poverty and behavior: Are environmental measures nature and nurture? Developmental Review, 17, 358-375. 54) Rodgers, J. L. (1997). Those most likely to support changes. Book review of Frank Sulloway=s Born to Rebel. Planning for Higher Education, 25, 66-69. 53) Rodgers, J. L. (1996). Having babies in the 1990's: Parental perceptions of family size. Population and Environmental Psychology Bulletin, 22 (1), 7-13. 52) Rodgers, J. L. (1996). Sexual transitions in adolescence. In J. Graber, J. Books-Gunn, & A. Petersen (Eds.) Transitions through adolescence: Interpersonal Domains and Context. Hillsdale, N.J.: Lawrence Erlbaum, pp. 85-110.

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51) Rowe, D. C., Linver, M. R., & Rodgers, J. L. (1996). Delinquency and IQ: Using siblings to find sources of variation. In G. Brody (Ed.) Sibling relationships: Their causes and Consequences, Norwood NJ, Ablex, pp. 147-172. 50) Nakonezny, P. A., Shull, R. D., & Rodgers, J. L. (1995). The effect of no-fault divorce law on the divorce rate across the 50 states and its relation to income, education, and religiosity. Journal of Marriage and the Family, 57, 477-488. 49) Rodgers, J. L., Rowe, D. C., & May, K. (1994). DF analysis of NLSY IQ/achievement data: Nonshared environmental influences. Intelligence, 19, 157-177. 48) Rowe, D. C. & Rodgers, J. L. (1994). A social contagion model of adolescent sexual behavior: Explaining race differeces. Social Biology, 41, 1-18. 47) Rodgers, J. L. & McGue, M. (1994). A simple algebraic demonstration of the validity of DF Analysis in unselected samples with multiple kinship levels. Behavior Genetics, 24, 259-262. 46) Slovik, L., Bromberg, P., Rodgers, J. L., McDonnell, W., & Hazucha, M. (1994). Genetic influence in the lung function response to ozone. American Journal of Respiratory Critical Care Medicine, 149, A151 (Abstract). 45) Rodgers, J. L., Rowe, D. C., & Li, C. (1994). Beyond nature versus nurture: DF analysis of nonshared influences on problem behaviors. Developmental Psychology, 30, 374-384. 44) Rodgers, J. L. & Rowe, D. C. (1994). Birth order, spacing, and family size. In R. Sternberg (Ed.) Encyclopedia of Intelligence, New York, MacMillan. 43) Rowe, D. C. & Rodgers, J. L. (1994). Shared and nonshared family environmental effects on IQ. In R. Sternberg (Ed.) Encyclopedia of Intelligence, New York: MacMillan. 42) Rodgers, J. L. & Buster, M. (1994). Seasonality of menarche among U.S. females: Correlates and linkages. In K. L. Campbell & J. W. Wood (Eds.) Human Reproductive Ecology. New York: New York Academy of Sciences. 41) Erickson, R. P., Rodgers, J. L., & Sarle, W. S. (1993). Statistical analysis of neural organization. Journal of Neurophysiology, 70, 2289-2300. 40) Rowe, D. C. & Rodgers, J. L. (1993). Can we identify specific environmental influences on behavioral disorders in children? In T. J. Bouchard & P. Propping (Eds.) Twins as a Tool of Behavioral Genetics. New York: Wiley. 39) Rodgers, J. L. & Rowe, D. C. (1993). Social contagion and adolescent sexual behavior: A developmental EMOSA model. Psychological Review, 100, 479-510. 38) Rodgers, J. L. & Thompson, T. D. (1992). Seriation and multidimensional scaling: A data analysis approach to scaling asymmetric proximity matrices. Applied Psychological Measurement, 16, 105-117. 37) Rodgers, J. L., Harris, D. & Vickers, K. B. (1992). Seasonality of onset of adolescent coitus. Social Biology, 39, 1-14. 36) Rodgers, J. L. (1992). The development of sexuality in adolescence. In S. B. Friedman, M. Fisher, & S. K.Schonberg (Eds.) Comprehensive Adolescent Health Care, St. Louis: Quality Medical Publishing, Inc. 35) Rodgers, J. L., Rowe, D. C., & Harris, D. (1992). Sibling differences in adolescent sexual behavior: Inferring process models from family composition patterns. Journal of Marriage and the Family, 54, 142-152. 34) Rowe, D. C., Rodgers, J. L., and Meseck-Bushey, S. (1991). Sibling delinquency and the family environment: Shared and unshared influences. Child Development, 63, 59-67. 33) Rodgers, J. L. (1991). Matrix and stimulus sample size in the weighted MDS model: Empirical metric recovery functions. Applied Psychological Measurement, 15, 71-78. 32) Rowe, D. C. and Rodgers, J. L. (1991). An 'epidemic' model of adolescent sexual intercourse prevalences: Applications to national survey data. Journal of Biosocial Science, 23, 211-219. 31) Rowe, D. C. & Rodgers, J. L. (1991). Adolescent smoking and drinking: Are they "epidemics"? Journal of Studies in Alcohol, 52, 110-117. 30) Rodgers, J. L. & Rowe, D. C. (1990). Adolescent sexuality and mildly deviant behavior: Sibling and friendship effects. Journal of Family Issues, 11, 274-293. 29) Rodgers, J. L. (1990). Structural models of the American Psychological Society at birth. Psychological Science, 2, 81-84. 28) Rodgers, J. L. (1990). Book review of Multiway Data, by R. Coppi (ed.). Journal of the American Statistical Association, 85, 1177. 27) Rowe, D. C., Rodgers, J. L., & Meseck-Bushey, S. (1989). An"epidemic" model of sexual intercourse prevalences for Black and White adolescents. Social Biology, 36, 127-145. 26) Rodgers, J. L., Thompson, T. D., Thompson, P. A. (1989). TRIAGE: A Pre-processor for proximity data. Psychometrika, 54, 352-353 (computer abstract). 25) Rowe, D. C. & Rodgers, J. L. (1989). Behavior genetics, adolescent deviance, and "d": Contributions and issues. Pp. 38-70 in G. Adams, R. Montemayor, & T. Gullotta (Eds.) Advances in Adolescent Development, Newbury Park, CA: Sage. 24) Rowe, D. C., Rodgers, J. L., Meseck-Bushey, S. & St. John, C. (1989). Sexual behavior and deviance: A sibling study of their relationship. Developmental Psychology, 25, 61-69. 23) Rodgers, J. L. & Udry, J. R. (1988). The season-of-birth paradox. Social Biology, 35, 171-185. 22) Rodgers, J. L. (1988). Reply to Thoni and Gypen. American Statistician, 42, 291. 21) Rodgers, J. L. & Rowe, D. C. (1988). The influence of siblings on adolescent sexual behavior. Developmental Psychology,

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24, 722-728. 20) Rodgers, J. L. (1988). Birth order, intelligence, and confluence: Spurious correlation and no causality. American Psychologist, 43, 476-477. 19) Rodgers, J. L. (1988). Structural models of the American Psychological Association in 1986: A taxonomy for reorganization. American Psychologist, 43, 72-82. 18) Rodgers, J. L. & Nicewander, W. A. (1988). Thirteen ways to look at the correlation coefficient. American Statistician, 42, 186-195. 17) Rodgers, J. L. (1988). Book review of How Many Subjects?, by H. Kraemer & S. Thiemann. Applied Psychological Measurement, 12, 319-320. 16) Rodgers, J. L. & Rowe, D. C. (1987). IQ similarity in twins, siblings, half-siblings, cousins, and random pairs. Intelligence, 11, 199-206. 15) Thompson, T. D. & Rodgers, J. L. (1987). TRIAGE: A SAS program of dissimilarity data diagnostics. Applied Psychological Measurement, 11, 160 (computer abstract). 14) Rodgers, J. L. & Thompson, V. D. (1986). Toward a general framework of family configuration: A review of theory-based empirical research. Population and Environment, 8, 143172. 13) Rodgers, J. L. & Rowe, D. C. (1985). Does contiguity breed similarity? A within-family analysis of nonshared sources of IQ differences between siblings. Developmental Psychology, 21, 743746. 12) Rodgers, J. L. (1985). Statistical tests of group differences in ALSCAL-derived Subject Weights: Some Monte-carlo results. Applied Psychological Measurement, 9, 241248. 11) Rodgers, J. L., Price, J. M., Nicewander, W. A. (1985). Inferring a majority from a sample: The sawtoothed function phenomenon. Behavioral Science, 30, 127-133. 10) Harrison, W., Thompson, V. & Rodgers, J. L. (1985). Robustness and sufficiency of the theory of reasoned action in longitudinal prediction. Basic and Applied Social Psychology, 6, 2540. 9) Banz, M. & Rodgers, J. L. (1985). Dimensions underlying student ratings of instruction: A multidimensional scaling analysis. American Educational Research Journal, 22, 267272. 8) Rodgers, J. L., Billy, J. O., & Udry, J. R. (1984). A model of friendship similarity in mildly deviant behaviors. Journal of Applied Social Psychology, 14, 413425. 7) Rodgers, J. L., Nicewander, W. A., & Toothaker, L. (1984). Linearly independent, uncorrelated, and orthogonal variables. American Statistician, 38, 133134. 6) Billy, J. O., Rodgers, J. L., & Udry, J. R. (1984). Adolescent sexual behavior and friendship choice. Social Forces, 62, 653678. 5) Rodgers, J. L. (1984). Confluence effects: Not here, not now! Developmental Psychology, 20, 321331. 4) Rodgers, J. L. (1983). Family configuration and adolescent sexual behavior. Population and Environment, 6, 7383. 3) Rodgers, J. L., Billy, J. O., & Udry, J. R. (1982). The recission of behaviors: Inconsistent responses in adolescent sexuality data. Social Sciences Research, 11, 280296. 2) Budescu, D. & Rodgers, J. L. (1981). Corrections for spurious influences on correlations between MMPI scales. Multivariate Behavioral Research, 16, 483497. 1) Rodgers, J. L. & Young, F. W. (1981). Successive unfolding of family preferences. Applied Psychological Measurement, 5, 5163.

Internal Publications: 6) Rodgers, J. L. (1994). Comments on "Issues in Building Inter-disciplinary Population Theory." Pp. 27- 29 in L. M. Igoe (Ed.)Population: Growing as a Field: Papers and Commentary from a Symposium Celebrating the 25th Anniversary of the Carolina Population Center, May 5-7, 1991. Chapel Hill, NC: Carolina Population Center. 5) The OU Assessment Task Force (J. L. Rodgers, Chair). (1989). The Assessment Planning Document: An Initiative to Systematize and Develop an Integrated Assessment Program at the University of Oklahoma. 4) Rodgers, J. L. & Thompson, V. D. (1984). Toward a general framework of family configuration: A review of theory-based empirical research. Carolina Population Center Working Paper #28. 3) Rodgers, J. L. (1981). Family configuration effects on mental development. Ph.D. Dissertation, University of North Carolina. 2) Rodgers, J. L. & Young, F. W. (1980). A cross-cultural analysis of family preferences using successive unfolding. L. L. Thurstone Psychometric Laboratory Report No. 162. 1) Rodgers, J. L. (1979). Effects of sex preselection on family planning. Masters Thesis, University of North Carolina.

Paper and Poster Presentations: Note: I have stopped adding conference presentations post-2011. 121) Rodgers, J. L., Koval, A., & Koval, S. (2011). Epidemic Models of the Onset of Social Activities (EMOSA Models) Applied to

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Adoelscent Religious Involvement. Paper presented at the October, 2011 meetings of the Society of Multivariate Experimental Psychology, Norman, OK. 120) Rodgers, J. L., Van Hulle, C., D'Onofrio, B., Rathouz, P., BEasley, W., Johnson, A., Waldman, I., & Lahey, B. (2011). Behavior problems and timing of menarche:A developmental longitudinal biometrical analysis using the NLSY- children data. Paper presented at the June, 2011 meetings of the Behavior Genetics Association. 119) Meredith, K., Rodgers, J. L., & Hunter, M. (2011). Multivariate cholesky model of early family environment, sexual maturity, and sexual activity in females. Paper presented at the June, 2011 meetings of the Behavior Genetics Association, Newport Beach, RI. 118) Rodgers, J. L. (2010). The bootstrap: An introduction. Paper presented at the May, 2010 meetings of the Association of Psychological Science, Boston, MA.\ 117) Rodgers, J. L., Kohler, H-P, & Christensen, K. (2010). A bio-behavioral model to explain gender conditional parity progression patterns: Applications to Danish twin registry data. Poster presented at the April, 2010 meetings of the Population Association of America, Dallas, TX. 116) Rodgers, J. L., Ang, S., Beaujean, A. A., Cooper-Twamley, S., & Moye, B. (2009). Further examination of the NLSY PIA T- Math and PPVT-R items that exhibit the Flynn Effect. Paper presented to the December, 2009 meetings of the International Society of Intelligence Research, Spain. 115) Rodgers, J. L., Beasley, W., & Schuelke, M. Data analysis on the circle: Graphical presentations. Paper presented at the October, 2009 meetings of the Society of Multivariate Experimental Psychology, Salishan Resort, Oregon. 114) Donahue, K. L., D’Onofrio, B. M., Van Hulle, C. A., Lahey, B. B., & Rodgers, J. L. Early drinking and early dating as predictors of sexual onset: Exploring pot entail genetic and environmental confounds. Paper presented at the June, 2009 meetings of the Behavior Genetic Association, Minneapolis, MN. 113) D’Onofrio, B. M. Donahue, K. L., Coyne, C. A., Van Hulle, C. A., Rodgers, J. L., Waldman, I. D., :& Lahey, B. B. Early maternal age at childbearing and offspring functioning during adolescence: A sibling-comparison study of sexual behavior and depression. Paper presented at the June, 2009 meetings of the Behavior Genetic Association, Minneapolis, MN. 112) Rodgers, J. L. & Ang, S. Putting the Flynn Effect under the microscope: Item-level patterns in the NLSY PIA TR-Math scores. Paper presented at the December, 2008 meetings of the International Society of Intelligence Research, Atlanta, GA. 111) Rodgers, J. L. & Ang, S. The Flynn Effect in the NLSY-children PIAT-Math scores: Demographic moderators, and item-level patterns. Paper presented at the September, 2008 meetings of the Society of Multivariate Experimental Psychology, Montreal, CA. 110) Rodgers, J. L. Mathematical Modeling as a (Silent) Methodological Revolution: Putting the Modeling Heart before the Methodological Course. Invited address presented at the May, 2008 meetings of the American Psychological Society, Chicago, IL. 109) Rodgers, J. L., Bard, D. & Beasley, W. Comparing old NLSY sibling data to new NLSY sibling data: Sexuality and fertility patterns in the NLSY. Paper presented at the April, 2008 meetings of the Population Association of America, New Orleans, LA. 108) D'Onofrio, B.M., Goodnight, J.A., Van Hulle, C.A., Waldman, I.D., Rodgers, J. L., Lahey, B.B. Maternal age at childbirth and offspring conduct problems: Strengthening the causal inference. Paper presented at the June, 2007 meetings of the Behavior Genetics Association, Amsterdam, The Netherlands. 107) Mendle, J., Harden, K.P., Van Hulle C., D'Onofrio, B.M., Lahey, B.B., Rodgers, J. L., Father absence and early sexual activity: Revisiting evolutionary theories. Paper presented at the June, 2006 meetings of the Behavior Genetics Association, Amsterdam, The Netherlands. 105) Bard, D. & Rodgers, J. L. Use of discrete-time survival analysis for modeling multivariate ACE models of fertility precursors From the children of the NLSY. Poster presented at the June, 2006 meetings of the Behavior Genetic Association, Storrs, CN. 104) Rodgers, J. L., Bard, D., & Miller, W. B. The Mother-Daughter-Aunt-Niece (MDAN) Design, Applied to Cross-Generational NLSY Fertility Variables. Paper presented at the June, 2006 meetings of the Behavior Genetic Association, Storrs, CN. 103) Rodgers, J. L., Johnson, A., & Bard, D. Inferring sibling relatedness from the NLSY Youth and Children data: Past, present, and future prospects. Poster presented at the March, 2006 meetings of the Population Association of America, Los Angeles, CA. 102) Rodgers, J. L., Kohler, H-P, McGue, M., Behrman, J., Petersen, I., Bingley, P., & Christensen, K. Education and cognitive ability measures as direct or mediating influences on fertility outcomes: Linear and biometrical models fit to Danish twin data. Paper presented at March, 2006 conference on Genetics and Social Structure, Columbia University, New York City, NY. 101) Kohler, H-P, Rodgers, J. L & Skytthe, A.. Subjective well-being, fertility, and partnerships: A biodemographic perspective. Paper presented at the April, 2005 meetings of the Population Association of America, Philadelphia, PA. 100) Rodgers, J. L. & Bard, D. Modeling NLSY fertility patterns longitudinally and biometrically: Evolutionary, genetic, and social interpretations. Paper presented at the April, 2005 meetings of the Population Association of America, Philadelphia, PA. 99) Gissberg, L. & Rodgers, J. L. Are past findings of the effects of sibship size and birth or a sibling on cognitive ability spurious? Examining causal links using SEM on the NLSY. Paper presented at the December, 2004 meetings

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of the International Society of Intelligence Research, New Orleans, LA. 98) Rodgers, J. L. & Beasley, W. Gossett, Fisher, and Resampling Theory: An 80-year Interruption. Paper presented at the October, 2004 meeting of the Society of Multivariate Experimental Psychology, Naples, FL. 97) Rodgers, J. L. & Bard, D. Multivariate models of fertility percursors and outcomes in the National Longitudinal Survey of Youth. Paper presented at the June, 2004 meetings of the Behavior Genetic Association, Aix-en-Provence, France. 96) Nakonezny, P., Shaw, K. & Rodgers, J. L. Did births decline after the enactment of no-fault divorce law? A state-level analysis of birth rates across the United States. Poster presented at the April, 2004 meetings of the Population Association of America, Boston, MA. 95) Rodgers, J. L. The shape of things to come: When developmental curves speak clearly about the nonlinear dynamic developmental processes that generated them. Paper presented at the March, 2004 conference on Modeling Developmental Processes in Ecological Context, Tempe, AZ. 94) Rodgers, J. L. & Gissberg, L. Increasing IQ in a national U.S. sample: Sharpening the focus on the Flynn Effect. Paper presented at the September, 2003 meetings of the Society of Multivariate Experimental Psychology, Keystone, CO. 93) Rodgers, J. L. Extensions to the DeFries-Fulker Model: A Paper in Memorial Tribute to David C. Rowe. Paper presented at the June, 2003 meetings of the Behavior Genetics Association, Chicago, IL. 92) Nonlinear dynamic models of nonlinear dynamic behaviors: Social contagion explains adolescent smoking, drinking, and sexual transition. Invited address presented at the June, 2003 conference on Nonlinear Dynamic Models, Notre Dame, IN. 91) Johnson, A. & Rodgers, J. L. Scaling maternal perceptions of family size: A replication of Goldberg and Coombs 35 Years Later. Poster presented at the May, 2003 meetings of the American Psychological Society, Atlanta, GA. 90) Rodgers, J. L. Nonlinear dynamic models of nonlinear dynamic behaviors: Social contagion modeling of adolescent smoking, drinking, and sexual onset. Paper presented at the May, 2003 meetings of the Notre Dame Series on Quantitative Methodology, Data Analytic Techniques for Dynamical Systems, South Bend, IN. 89) Rodgers, J.L. & Nakonezny, P. Did divorces decline after the Oklahoma City bombing? A county level analysis of divorce rates in Oklahoma 1985-2000. Poster presented at the May, 2003 meetings of the Population Association of America, Minneapolis, MN. 88) Rodgers, J. L. & Gissberg, L. Identification of a Flynn Effect in the National Longitudinal Survey of Youth (NLSY) data. Paper presented at the December, 2002 meetings of the International Society of Intelligence Research, Nashville, TN. 87) Rodgers, J. L., Coleman, R., & St. John, C. Did fertility increase after the Oklahoma City bombing? An exercise in reducing statistical noise to observe an effect. Paper presented at the October, 2002 meetings of the Society of Multivariate Experimental Psychology, Charlottesville, VA. 86) Rodgers, J. L. & Lee, S-H. Variable selection procedures across the whole volum of possible correlation matrices: Consistent and inconsistent results. Paper presented at the June, 2002 meeting of the Psychometric Society, Chapel Hill, NC. 85) Rodgers, J. L. EMOSA sexuality models, memes, and the tipping point: Policy and program implications. Paper presented at the June, 2002 meeting, Reducing Adolescent Risk: Toward an Integrative Perspective, Philadelphia, PA. 84) Nakonezny, P. A., Rodgers, J. L. & Nussbaum, J. F. The effect of later life parental divorce on adult child-older parent solidarity: A test of the buffering hypothesis. Poster presented at the June, 2002 meeting of the American Psychological Society, New Orleans, LA. 83) Kohler, H-P & Rodgers, J. L. Education, fertility, and heritability: Explaining the paradox. Paper presented to the June, 2002 National Academy of Science Meeting on the Biodemography of Fertility, Washington, DC. 82) Kohler, H-P & Rodgers, J. L. Education, fertility, and heritability: Explaining the paradox. Paper presented to the January, 2002 National Academy of Science Workshop on the Biodemography of Fertility, Irvine, CA. 81) Rodgers, J. L., Terry, R., Bard, D., & Phillips, A. EDA of the PGA. A paper presented at the October, 2001 meetings of the Society of Multivariate Experimental Psychology, Monterey, CA. 80) Rodgers, J. L., Kohler, H-P., & Christensen, K. Genetic variance in human fertility: Biology, Psychology, or Both? Paper presented at the August, 2001 meetings of the International Union for the Scientific Study of Population, Salvadore, Brazil. 79) Kohler, H.-P., Rodgers, J. L., & Christensen, K. From nurture to nature: Shifting determinates of early female fertility in Danish twin cohorts 1945-68. Paper presented at the 2001 EURESCO Conference on the Second Demographic Transition, Bad Herrenalb. 78) Rodgers, J. L., St. John, C., & Coleman, R. Did the Oklahoma City bombing cause increased birth rates? A poster presentation at the March, 2001 meetings of the Population Association of America, Washington, D. C. (Note: This poster was a PAA Blue Ribbon Award Winner.) 77) Rodgers, J. L. Does having boys (or girls) run in the family? A mathematical model of gender probabilities and parental stopping behavior. Paper presented at the October, 2000 meetings of the Society of Multivariate Experimental Psychology, Saratoga Springs, NY. 76) Christensen, K., Kohler, H.-P., Basso, O., Olsen, J., Vaupel, J. W., & Rodgers, J. L. Gene-gene interactions influence fecundability and lifespan. Paper presented at the August, 2000 conference on Biodemography of Fertility, Rostock, Germany.

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75) Kohler, H.-P., Rodgers, J. L., & Christensen, K. From nurture to nature: The shifting determinants of early fertility in Danish twin cohorts 1945-68. Paper presented at the August, 2000 conference on Biodemography of Fertility, Rostock, Germany. 74) Pasta, D., Miller, W. B., & Rodgers, J. L. Predicting fertility outcomes using implicit and explicit fertility motivations in NLSY girls 14-22. Paper presented at the August, 2000 conference on Biodemography of Fertility, Rostock, Germany. 73) Miller, W. B., Rodgers, J. L., & Rowe, D. C. The ontogeny of human bonding systems. Paper presented at the August, 2000 conference on Biodemography of Fertility, Rostock, Germany. 72) Rodgers, J. L. & Doughty, D. Genetic and familial influences on sex composition: Do boys or girls run in the family? Paper presented at the August, 2000 conference on Biodemography of Fertility, Rostock, Germany. 71) Rodgers, J. L., Koh.er, H-P, Kyvik, K., & Christensen, K. Behavior genetic modeling of human fertility: Findings from a contemporary Danish twin study. Paper presented at the June, 2000 meetings of the Behavior Genetic Association, Burlington, VT. 70) Kohler, H-P, Rodgers, J. L., & Christensen, K. Genetic influences on fertility behavior: A theoretical interpretation based on a century of twin data. Paper presented at the March, 2000 meetings of the Population Association of America, Los Angeles, CA. 69) Rodgers, J. L. Hyper-space models and Star War methods: Riding quantitative psychology into the 21st century. Paper presented at the October, 1999 meetings of the Society of Multivariate Experimental Psychologists, Riverside CA. 68) Nakonezny, P. A., Rodgers, J. L., & Shull, R. D. Did no-fault divorce legislation matter? Paper presented at the April, 1999 meetings of the Southwestern Sociological Association Conference, San Antonio, TX. 67) Kohler, H-P, Rodgers, J. L., & Christensen, K. Genetic influences on fertility: Findings from a Danish twin study. Paper presented at the March, 1999 meetings of the Population Association of American, New York City. 66) Rodgers, J. L. & Rowe, D. C. EMOSA model applications to demography. Paper presented at the March, 1999 meetings of the Population Association of America, New York City. 65) Rodgers, J. L. EMOSA modeling of tobacco use among adolescents. Paper presented at the June, 1998 meetings of the Tobacco Etiology Research Network (TERN) meetings funded by the Robert Wood Johnson Foundation, Sundance, UT. 64) Rowe, D. C., Jacobson, K. C., & Rodgers, J. L. A G X E interaction for verbal IQ. Paper presented at the May, 1998 meetings of the American Psychological Society, Washington, DC. 63) Rodgers, J. L. Social contagion and adolescent sexual behavior: Theoretical and policy implications. Paper presented at the May, 1998 Kinsey Institute meetings, Bloomington, IN. 62) Nakonezny, P. A., Nussbaum, J. F., & Rodgers, J. L. The effect of later life parental divorce on adult child/older parent solidarity. Paper presented at the March, 1998 meetings of the Southwestern Sociological Association, Corpus Christi, TX. 61) Rodgers, J. L. & Doughty, D. Genetic and environmental influences on fertility expectations and outcomes using NLSY kinship data. Paper presented at the December, 1997 meetings, AGenetic Influences on Fertility-Related Processes,@ Tucson, AZ. 60) Rodgers, J. L. & Stafford, K. Tactile and auditory data analysis. Paper presented at the October, 1997 meetings of the Society of Multivariate Experimental Psychology, Scotsdale, AZ. 59) Rodgers, J. L. Does having boys (or girls) run in the family? Paper presented at the March, 1997 meetings of the Population Association of America, Washington DC. 58) Rodgers, J. L. Bootstrapping correlation coefficients with some new sampling models. Paper presented at the November, 1996 meetings of the Society of Multivariate Experimental Psychology, Evanston, IL. 57) Rodgers, J. L., Rowe, D. C. & Buster, M. Nature, nurture, and first intercourse: Fitting behavior genetic models to NLSY kinship data. Poster presented to the May, 1996 meetings of the Population Association of American, New Orleans, LA. 56) Rodgers, J. L. Hyperspace models and star wars methods: Riding quantitative psychology into the 21st century. Invited address to the April, 1996 meetings of the Southwestern Psychological Association, Houston, TX. 55) Rodgers, J. L. EMOSA sexuality models. Paper presented at the October, 1995 meetings of the Society of Multivariate Experimental Psychologists, Blaine, WA. 54) Rodgers, J. L. Having babies in the 1990's: Parental perceptions of family size. Presidential Address presented to Division 34 of the APA, August, 1995 program in New York City. 53) Nakonezny, P. A., Shull, R. & Rodgers, J. L. The effect of no-fault divorce law on the divorce rate and its relation to income, education, and religiosity. Paper presented at the March, 1995 annual meeting of the Southwestern Sociological Association, Dallas, TX. 52) Rodgers, J. L. & Rowe, D. C. EMOSA models of adolescent sexuality, pregnancy, and STD's. Paper presented at the March, 1995 meetings of the Society for Research in Child Development, Indianapolis. 51) Rodgers, J. L. & Buster, M. Genetic and environmental influences on adolescent sexuality. Paper presented at the August, 1994 meetings of the American Psychological Association, Los Angeles. 50) Buster, M. & Rodgers, J. L. Genetic and environmental influences on adolescent delinquency. Paper presented at the

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August,1994 meetings of the American Psychological Association, Los Angeles. 49) Rodgers, J. L. & Lee, W. Bootstrapping correlation coefficients using univariate and bivariate sampling. Paper presented at the June, 1994 meetings of the Psychometric Society, Champaign-Urbana, IL. 48) Rodgers, J. L. Regression modeling of kinship data. Paper presented at the October, 1993 meetings of the Society of Multivariate Experimental Psychology, San Pedro, CA. 47) Rodgers, J. L. Behavior genetic modeling of raging hormones: DF analysis of adolescent deviance. Paper presented at the August, 1993 meetings of the Society for the Study of Social Biology, State College, PA. 46) Rodgers, J. L. & Buster, M. Seasonality of menarche among U.S. females: Correlates and linkages. Poster presented at the May, 1993 meetings of the New York Academy of Sciences on Human Reproductive Ecology, Research Triangle Park, NC. 45) Rodgers, J. L. Seasonality of menarche among U.S. females. Paper presented at the March, 1993 meetings of the Population Association of America, Cincinnati, OH. 44) Rowe, D. C. & Rodgers, J. L. Environmental context and the genetics of conduct problems. Paper presented at the March,1993 meetings of the Society for Research in Child Development, New Orleans, LA. 43) Rodgers, J. L. Proximity mapping of asymmetric similarities. Paper presented at the October, 1992 meetings of the Society of Multivariate Experimental Psychology, Cape Cod, MA. 42) Rodgers, J. L. Using asymmetric proximities to model stimulus size: Making 2D MDS more "Maplike." Paper presented at the June, 1992 meetings of the Psychometric Society, Columbus, OH. 41) Rodgers, J. L., Rowe, D. C., & Li, C. Problem behaviors in childhood: Fitting behavioral genetic models to national data. Paper presented at the May, 1992 meetings of the Population Association of America, Denver, CO. 40) Rodgers, J. L. EMOSA models of adolescent sexuality. Paper presented at the June, 1991 meetings of the American Psychological Society, Washington, D.C. 39) Rodgers, J. L. Measures of asymmetry in proximity matrices. Paper presented at the June, 1990 meetings of the Psychometric Society of America, Princeton, NJ. 38) Rowe, D. C. & Rodgers, J. L. Epidemic Models for the Onset of Social Activities (EMOSA). Paper presented at the June, 1990 meetings of the American Psychological Society, Dallas, TX. 37) Rodgers, J. L. & Rowe, D. C. An epidemic model of sexual intercourse prevalences in adolescents. Paper presented at the June, 1990 conference on Formal Models of Social Processes, Nags Head Conference Center, Nags Head, NC. 36) Rodgers, J. L. & Vickers, K. The seasonality of onset of adolescent sexuality. Paper presented at the April, 1990 meetings of the Population Association of America, Toronto, CA. 35) Rodgers, J. L., Rowe, D. C., & Harris, D. F. Older sibling influence on adolescent sexuality: Inferring process models from family composition patterns. Paper at the April, 1990 meetings of the Population Association of America, Toronto, CA. 34) Gipson, R. & Rodgers, J. L. After Atlanta: Strategies for sharing the conference with campus colleagues. Paper at the June, 1989 American Association for Higher Education Fourth Natl. Conference on Assessment in Higher Education, Atlanta, GA. 33) Rodgers, J. L. The APA divisional structure underlying APS. Poster presented at the June, 1989 meetings of the American Psychological Society, Washington, D.C. 32) Rowe, D. C. & Rodgers, J. L. Epidemic models of adolescent social behavior: Sexuality, smoking, and drinking. Paper presented at the April, 1989 meetings of the Society for Research in Child Development, Kansas City, Missouri. 31) Rowe, D. C. & Rodgers, J. L. Health risk behaviors in adolescence: A behavioral genetic view. Paper presented at the March, 1989 Behavioral Medicine Conference, San Francisco, California. 30) Rodgers, J. L. What is APS/OPS? Paper presented at the November, 1988 meetings of the Oklahoma Psychological Association, Tulsa, Oklahoma. 29) Rowe, D. C. & Rodgers, J. L. Adolescent sexuality, drinking, and smoking: Are they "epidemics"? Paper presented at the Aug, 1988 meetings of the American Psychological Association, Atlanta, GA. 28) Rodgers, J. L. Using seriation to optimize Euclidean structure within one triangle of an asymmetric matrix. Paper presented at the June, 1988 meetings of the Psychometric Society, Los Angeles, CA. 27) Rowe, D. C., Rodgers, J. L., & Messeck-Bushey, S. Adolescent sexuality: Is it an "epidemic"? Paper prented at the April, 1988 meetings of the Southwestern Psychological Association, Tulsa, OK. 26) Rowe, D. C. & Rodgers, J. L. The etiology of deviance: Sibling mutual influence, heredity, and "d". Paper presented at the March, 1988 meetings of the Society for Research on Adolescence, Alexandria, Virginia. 25) Rowe, D. C. & Rodgers, J. L. The Ohio Twin Project and ADSEX studies: Behavioral genetic approaches to understanding antisocial behavior. Paper presented at the November, 1987 meetings of the American Society of Criminology. 24) Rodgers, J. L. & Rowe, D. C. Adolescent sexuality and deviance: Friends, classmates, and siblings. Paper presented at the Aug, 1987 meetings of the American Psychological Association, New York. 23) Rowe, D. C., Rodgers, J. L., & St. John, C. A. Connections between delinquency and sexual maturation in adolescence: A sibling analysis. Paper presented at June, 1987 meetings of the Behavior Genetics Association, Minneapolis, Minn. 22) Rodgers, J. L. & Thompson, T. D. Similarity between past Psychometric Society Presidents: Centrality and reciprocity in asymmetric data. Paper presented at the June, 1987 meetings of the Psychometric Society, Montreal, Canada.

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21) Rodgers, J. L. & Rowe, D. C. Family and non-family influences on adolescent sexuality and other mildly deviant behavior. Paper presented at the May, 1987 meetings of the Population Association of America, Chicago, Ill. 20) Rodgers, J. L. The structure of the American Psychological Association. Paper presented at the April, 1987 meetings of the Southwestern Psychological Association, New Orleans, LA. 19) Rodgers, J. L. & Rowe, D. C. Adolescent sexual behavior: Family and non-family influences. Poster presented at the August, 1986 meetings of the American Psychological Association, Wash, D. C. 18) Rodgers, J. L. Selecting the number of MDS stimuli and subjects. Paper presented at the June, 1986 meetings of the Psychometric Society, Toronto, Canada. 17) Rodgers, J. L. The history of correlation. Paper presented at the April, 1986 meetings of the Southwestern Psychological Association, Fort Worth, Texas. 16) Rodgers, J. L. Seasonality of successful pregnancy. Paper presented at the April, 1986 meetings of the Population Association of America, San Francisco, California. 15) Rodgers, J. L. The season-of-birth paradox: Some resolutions. Paper presented at the August, 1985 meetings of the American Psychological Association, Los Angeles, California. 14) Dzindolet, M. & Rodgers, J. L. Gender differences in planning life events. Paper presented at the March, 1985 meetings of the Oklahoma Psychological Association, Edmond, Oklahoma. 13) Rodgers, J. L. & Udry, J. R. Season of birth and season of birth planning. Paper presented at the March, 1985 meetings of the Population Association of America, Boston, Massachusetts. 12) Harrison, W., Thompson, V. & Rodgers, J. L. The theory of reasoned action in longitudinal prediction. Paper presented at the August, 1984 meetings of the American Psychological Association, Toronto, Canada. 11) Rodgers, J. L. & Thompson, V. D. Foundations of family structure research: A definition, a taxonomy, and some theory. Paper presented at the August, 1984 meetings of the American Psychological Association, Toronto, Canada. 10) Rodgers, J. L. The season-of-birth paradox: An attitude-behavior inconsistency. Paper presented at the August,1984 meetings of the American Psychological Association, Toronto, Canada. 9) Rodgers, J. L. Statistical tests of group differences in ALSCAL-Derived subject weights: Some monte carlo results. Paper presented at the June, 1984 meetings of the Psychometric Society, Santa Barbara, California. 8) Rodgers, J. L. The birthday problem revisited: Probabilities when birthdays are non-uniformly distributed. Paper presented at the April, 1984 meetings of the Southwestern Psychological Association, New Orleans, Louisiana. 7) Rodgers, J. L. & Williams, K. Statistics tutorials: There's a microcomputer loose in the stat lab. Paper presented at the March, 1984 Spring Conference of the Oklahoma Psychological Association, Stillwater, Oklahoma. 6) Rodgers, J. L. The validity of the analysis of angular variation with ALSCAL-derived subject weights: Some monte carlo results. Paper presented at the July, 1983 European Meetings of the Psychometric Society, Paris, France. 5) Price, J., Nicewander, W. A., & Rodgers, J. L. Inferring the existence of a majority from a sample: A highly fallible process. Paper presented at the April, 1983 Spring Conference of the Oklahoma Psychological Association, Norman, Oklahoma. 4) Billy, J. O., Rodgers, J. L., & Udry, J. R. Adolescent sexual behavior and friendship choice. Paper presented at the September, 1982 meetings of the American Sociological Association, San Francisco, California. 3) Rodgers, J. L. On huge-dimensional spaces: The hidden superspace in regression and correlationanalysis. Paper presented at the June, 1982 meetings of the Psychometric Society, Montreal, Canada. 2) Rodgers, J. L. A general framework for family configuration research. Paper presented at the April, 1982 meetings of the Southwestern Psychological Association, Dallas, Texas. 1) Budescu, D. & Rodgers, J. L. Correction of correlations due to the spurious influence of item overlap. Paper presented at the June, 1980 meetings of the Psychometric Society, Iowa City, Iowa.

Symposia & Conferences Organized: 13) Rodgers, J. L. Division 5 Mini-Conference: “Teaching Statistics and Quantitative Methods into the 21st Century,” March 2017, Vanderbilt University, Nashville TN 12) Rodgers, J. L. Society of Multivariate Experimental Psychology, 2012 meetings in Norman OK, local arrangements chair. 11) Rodgers, J. L. & Reichardt, C. Society of Multivariate Experimental Psychology, 2003 meetings in Keystone, CO, Co-organizer. 10) Rodgers, J. L. & Kohler, H-P The biodemography of fertility. Conference organized, August, 2000, funded by NIH and Max Planck Demographic Institute, Rostock, Germany. 9) Rodgers, J. L., Rowe, D. C., & Miller, W. C. Genetic influences on fertility-related behavior. Conference organized, Dec. 1997, funded by NIH and SSSB, Tucson, Az. 8) Rodgers, J. L. Genetic and environmental influences on adolesent development. Symposium organized for the August, 1994 meetings of the American Psychological Association, Los Angeles, CA. 7) Rodgers, J. L. EMOSA Models of Adolescent Transition Behaviors. Symposium organized for the June, 1991 meetings of the American Psychological Society, Washington, D.C.

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6) Rodgers, J. L. Publishing in Population Psychology: Where Are the Journals? Symposium organized for the August,1988 meetings of the American Psychological Association, Atlanta, Ga. 5) Rodgers, J. L. Maps of cognitive and structural relationships: Multidimensional scaling applications. Symposium organized for the April, 1987 meetings of the Southwestern Psychological Association, New Orleans, La. 4) Rodgers, J. L. The state-of-the-art in Population Psychology. Panel discussion organized for the August, 1985 meetings of the American Psychological Association. 3) Rodgers, J. L. Maps of the mind: Scaling models of cognitive perceptions. Symposium organized for the April, 1985 meetings of the Southwestern Psychological Association, Austin, Texas. 2) Rodgers, J. L. Topics in applied probability: Using simple probability theory to solve complex behavioral problems. Symposium organized for the April, 1984 meetings of the Southwestern Psychological Association, New Orleans, LA. 1) Rodgers, J. L. Maps of the mind: Scaling models of cognitive perceptions. Symposium organized for the April, 1983 Spring Conference of the Oklahoma Psychological Association, Norman, OK.

References: Dr. Robert C. MacCallum Dr. Alan Nicewander L. L. Thurstone Psychometric Lab Pacific Metrics, Inc. Davie Hall 013A 585 Cannery Row, Suite 2091 University of North Carolina Monterrey CA 93940 Chapel Hill, N. C. 27514 [email protected] [email protected]

Dr. Scott Maxwell Dr. Vaida Thompson Department of Psychology Social Psychology Program Notre Dame University Department of Psychology South Bend, IN University of North Carolina [email protected] Chapel Hill, N.C. 27514 [email protected]

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