The DOI matches its Crossref record; 98 of the 100 references it cites were found in a registry or an index.
Behavioral Development and Construct Validity: The Principle of Aggregation
Abstract
Many important variables in behavioral development are presumed to be unrelated because of repeated failures to obtain substantial correlations. In this article, we explore the possibility that such null findings have often been due to failures to aggregate. The principle of aggregation states that the sum of a set of multiple measurements is a more stable and representative estimator than any single measurement. This greater representation occurs because there is inevitably some error associated with measurement. By combining numerous exemplars, such errors of measurement are averaged out, leaving a clearer view of underlying relationships. We illustrate the usefulness of this principle in 12 major areas of developmental research in which the issue of negligible correlations figures prominently: (a) the validity of judges' ratings, (b) the cross-situational consistency of moral character and personality, (c) the longitudinal stability of personality, (d) the coherence of stages of cognitive development, (e) metacognition, (f) the attitude—behavior relationship, (g) the personality—behavior relationship, (h) the role-taking/altruism relationship, (i) the moral-judgment/altruism relationship, (j) the legitimacy of the construct of attachment, (k) the existence of sex differences, and (1) the assessment of emotionality in animals. In a final section, we also discuss the implications of the principle of aggregation for conducting experimental research.
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“which increases reliability due to the principle of aggregation (see Rushton et al., 1983)”
From A Feasibility and Implementation Integrity Study of the Community Builder (CoBi): An AI-based Collaboration Support System in K-12 Classrooms (2025) · cites this paper as Rushton et al., 1983
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Cites
Kytle, J., & Bandura, A. (1978) · Contemporary Sociology · doi:10.2307/2065952 · Cited by 25,422
Convergent and discriminant validation by the multitrait-multimethod matrix.
Campbell, D. T., & Fiske, D. W. (1959) · Psychological Bulletin · doi:10.1037/h0046016 · Cited by 17,116
Rozeboom, W. W., Lord, F. M., Novick, M. R., & Birnbaum, A. (1969) · American Educational Research Journal · doi:10.2307/1162101 · Cited by 8,012
The psychology of sex differences
Maccoby, E. E. (1975) · Behavior Therapy · doi:10.1016/s0005-7894(75)80031-1 · Cited by 5,714
Principles of behavior modification
Bandura, A. (1969) · Medical Entomology and Zoology · Cited by 4,631
Gray, J. A. (1982) · Behavioral and Brain Sciences · doi:10.1017/s0140525x00013066 · Cited by 4,477
The Moral Judgment Of The Child
Piaget, J. (2013) · Routledge eBooks · doi:10.4324/9781315009681 · Cited by 4,409
Madison, P., & Mischel, W. (1968) · The American Journal of Psychology · doi:10.2307/1421067 · Cited by 4,395
Aggression: A Social Learning Analysis
Bandura, A. (1973) · Stanford Law Review · doi:10.2307/1227918 · Cited by 4,302
Toward a cognitive social learning reconceptualization of personality
Mischel, W. (1973) · Psychological Review · doi:10.1037/h0035002 · Cited by 3,181
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Test–Retest Reliability and Practice Effects of Executive Function Tasks in Preschool Children
Müller, U., Kerns, K. A., & Konkin, K. (2012) · The Clinical Neuropsychologist · doi:10.1080/13854046.2011.645558 · Cited by 84
Relations among maternal socialization, effortful control, and maladjustment in early childhood
Eisenberg, N., Spinrad, T. L., Eggum, N. D., Silva, K. M., Reiser, M., Hofer, C., Smith, C. L., Gaertner, B. M., Kupfer, A., Popp, T., et al. (2010) · Development and Psychopathology · doi:10.1017/s0954579410000246 · Cited by 84
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Gregory, A. M., Caspi, A., Moffitt, T. E., & Poulton, R. (2009) · PEDIATRICS · doi:10.1542/peds.2008-0825 · Cited by 83
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Kolak, A. M., & Volling, B. L. (2013) · Journal of Family Psychology · doi:10.1037/a0032864 · Cited by 83
Conscience in Childhood: Past, Present, and Future
Kochanska, G., & Aksan, N. S. (2004) · Merrill-palmer Quarterly · doi:10.1353/mpq.2004.0020 · Cited by 83
Song, Y., & Ferretti, R. P. (2013) · Reading and Writing · doi:10.1007/s11145-012-9381-8 · Cited by 81
Song, J., Colasante, T., & Malti, T. (2017) · Emotion · doi:10.1037/emo0000332 · Cited by 81
Ecological Validity of Neuropsychological and Personality Measures of Executive Functions
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Paley, B., Cox, M. J., Kanoy, K. W., Harter, K. S. M., Burchinal, M. A., & Margand, N. A. (2005) · Journal of Family Psychology · doi:10.1037/0893-3200.19.3.420 · Cited by 80
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Goldsmith, H. H., Buss, A. H., Plomin, R. J., Rothbart, M. K., Thomas, A., Chess, S., Hinde, R. A., & McCall, R. B. (1987) · Child Development · doi:10.1111/j.1467-8624.1987.tb01398.x · Cited by 80
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Gable, S., & Isabella, R. A. (1992) · Infant Behavior and Development · doi:10.1016/0163-6383(92)90009-u · Cited by 80
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Chen, X., Liu, M., Rubin, K. H., Cen, G., Gao, X., & Li, D. (2002) · International Journal of Behavioral Development · doi:10.1080/01650250042000690 · Cited by 79
Deater-Deckard, K. D., Atzaba‐Poria, N., & Pike, A. (2004) · Research on Child and Adolescent Psychopathology · doi:10.1023/b:jacp.0000047210.81880.14 · Cited by 79
Devine, R. T., Bignardi, G., & Hughes, C. H. (2016) · Frontiers in Psychology · doi:10.3389/fpsyg.2016.01902 · Cited by 93
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Maszk, P., Eisenberg, N., & Guthrie, I. K. (1999) · Human Biology · Cited by 78
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Römer, D., Gruder, C. L., & Lizzadro, T. (1986) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.51.5.1001 · Cited by 78
Lerner, R. M., Schwartz, S. J., & Phelps, E. (2009) · Human Development · doi:10.1159/000189215 · Cited by 86
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Gibbs, J. C., Clark, P. M., Joseph, J. A., Green, J. L., Goodrick, T. S., & Makowski, D. G. (1986) · Child Development · doi:10.2307/1130650 · Cited by 77
Eisenberg, N. (1990) · Merrill-palmer Quarterly · Cited by 77
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Determinants of domain knowledge and independent study learning in an adult sample.
Ackerman, P. L., & Beier, M. E. (2006) · Journal of Educational Psychology · doi:10.1037/0022-0663.98.2.366 · Cited by 74
Infant day care and children's social competence
Volling, B. L., & Feagans, L. V. (1995) · Infant Behavior and Development · doi:10.1016/0163-6383(95)90047-0 · Cited by 75
Harrison, D. A., & Price, K. H. (2003) · Human Resource Management Review · doi:10.1016/s1053-4822(03)00013-5 · Cited by 74
The Relations of Parental Affect and Encouragement to Children's Moral Emotions and Behaviour
Spinrad, T. L., Losoya, S. H., Eisenberg, N., Fabes, R. A., Shepard, S. A., Cumberland, A. J., Guthrie, I. K., & Murphy, B. C. (1999) · Journal of Moral Education · doi:10.1080/030572499103115 · Cited by 74
McElwain, N. L., & Volling, B. L. (2004) · Journal of Social and Personal Relationships · doi:10.1177/0265407504045892 · Cited by 74
Evaluating process in child and family interventions: Aggression prevention as an example.
Tolan, P. H., Hanish, L. D., McKay, M. M., & Dickey, M. H. (2002) · Journal of Family Psychology · doi:10.1037//0893-3200.16.2.220 · Cited by 72
Some methodological deficiencies in studies on traffic accident predictors
af Wåhlberg, A. E. (2003) · Accident Analysis & Prevention · doi:10.1016/s0001-4575(02)00025-8 · Cited by 73
Kochanska, G., Padavich, D. L., & Koenig, A. L. (1996) · Child Development · doi:10.1111/j.1467-8624.1996.tb01805.x · Cited by 77
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Hough, E. S., Brumitt, G. A., Templin, T., Saltz, E., & Mood, D. (2002) · Social Science & Medicine · doi:10.1016/s0277-9536(02)00061-8 · Cited by 72
Gottfried, A. W., Gottfried, A. E., & Guerin, D. W. (2006) · journal for the education of the gifted · doi:10.4219/jeg-2006-244 · Cited by 72
Mischel, W. (1983) · Journal of Personality · doi:10.1111/j.1467-6494.1983.tb00346.x · Cited by 72
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Plomin, R. J., Nitz, K., & Rowe, D. (1990) · Springer eBooks · doi:10.1007/978-1-4615-7142-1_10 · Cited by 77
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Hanish, L. D., Ryan, P., Martin, C. L., & Fabes, R. A. (2005) · Social Development · doi:10.1111/j.1467-9507.2005.00288.x · Cited by 75
Ebert, T., Gebauer, J. E., Brenner, T., Bleidorn, W., Gosling, S. D., Potter, J., & Rentfrow, P. J. (2021) · Perspectives on Psychological Science · doi:10.1177/1745691621998326 · Cited by 88
Nordling, J. K., Barry, R. A., & Kochanska, G. (2010) · Parenting · doi:10.1080/15295192.2010.492038 · Cited by 70
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Laczo, R. M., & Hanisch, K. A. (1999) · Human Resource Management Review · doi:10.1016/s1053-4822(99)00029-7 · Cited by 70
Steyer, R., Majcen, A.-M., Schwenkmezger, P., & Buchner, A. (1989) · Anxiety Research · doi:10.1080/08917778908248726 · Cited by 70
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Glick, W. H., & Roberts, K. H. (1984) · Academy of Management Review · doi:10.5465/amr.1984.4277611 · Cited by 69
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Kochanska, G., Woodard, J., Kim, S., Nordling, J. K., Yoon, J. E., & Barry, R. A. (2010) · Journal of Child Psychology and Psychiatry · doi:10.1111/j.1469-7610.2010.02238.x · Cited by 69
Kochanska, G., & Kim, S. (2013) · Developmental Psychology · doi:10.1037/a0032330 · Cited by 71
Multidimensional arousal states, diurnal rhythms, cognitive and social processes, and extraversion
Thayer, R. E., Takahashi, P. J., & Pauli, J. A. (1988) · Personality and Individual Differences · doi:10.1016/0191-8869(88)90026-8 · Cited by 69
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Miller, N. B., Smerglia, V. L., GAUDET, D. S., & Kitson, G. C. (1998) · Journal of Family Issues · doi:10.1177/019251398019002004 · Cited by 68
Raver, C. C. (2003) · Child Development · doi:10.1046/j.1467-8624.2003.00634.x · Cited by 107
Mostert, K., Peeters, M. C. W., & Rost, I. (2011) · Stress and Health · doi:10.1002/smi.1374 · Cited by 73
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Vasey, M. W., Dalgleish, T., & Silverman, W. K. (2003) · Journal of Clinical Child & Adolescent Psychology · doi:10.1207/s15374424jccp3201_08 · Cited by 66
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Barry, R. A., & Kochanska, G. (2010) · Emotion · doi:10.1037/a0018485 · Cited by 66
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Lieberman, R. G., Yoder, P. J., Reichow, B., & Wolery, M. R. (2010) · School Psychology Quarterly · doi:10.1037/a0018600 · Cited by 60
Belsky, J. (1999) · Psychiatry · doi:10.1080/00332747.1999.11024848 · Cited by 60
Medvedev, O. N., & Krägeloh, C. U. (2022) · Springer eBooks · doi:10.1007/978-3-030-77644-2_4-1 · Cited by 59
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af Wåhlberg, A. E. (2006) · Journal of Safety Research · doi:10.1016/j.jsr.2005.10.017 · Cited by 58
Forman, D. R., & Kochanska, G. (2001) · Developmental Psychology · doi:10.1037/0012-1649.37.2.198 · Cited by 58
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Xu, B., Liu‐Shuang, J., Rossion, B., & Tanaka, J. W. (2017) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_01126 · Cited by 57
Kochanska, G., Aksan, N. S., Penney, S. J., & Boldt, L. J. (2007) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.92.1.13 · Cited by 78
Roznowski, M., & Reith, J. (1999) · Educational and Psychological Measurement · doi:10.1177/00131649921969839 · Cited by 57
Young children's social relationships with siblings and friends.
Volling, B. L., Youngblade, L. M., & Belsky, J. (1997) · American Journal of Orthopsychiatry · doi:10.1037/h0080215 · Cited by 59
Las necesidades formativas del profesorado en TIC: Perfiles formativos y elementos de complejidad
Cerveró, G. A., Suárez-Rodríguez, J. M., Belloch, C., & Bo, R. M. (2014) · RELIEVE - Revista Electrónica de Investigación y Evaluación Educativa · doi:10.7203/relieve.17.2.4006 · Cited by 56
Verhaeghen, P., & Marcoen, A. (1994) · Aging Neuropsychology and Cognition · doi:10.1080/13825589408256585 · Cited by 56
Do r-K strategies underlie human race differences? A reply to Weizmann et al.
Rushton, J. P. (1991) · Canadian Psychology/Psychologie canadienne · doi:10.1037/h0078957 · Cited by 55
Self-citationKing, K. M., Patock‐Peckham, J. A., Dager, A. D., Thimm, K., & Gates, J. R. (2014) · Current Addiction Reports · doi:10.1007/s40429-013-0005-4 · Cited by 58
National Values and Tipping Customs: A Replication and Extension
Lynn, M., & Lynn, A. (2004) · Journal of Hospitality & Tourism Research · doi:10.1177/1096348003256605 · Cited by 55
Emler, N. (1984) · Progress in experimental personality research · doi:10.1016/b978-0-12-541413-5.50008-5 · Cited by 54
Effects of Depression on Working Memory in Presymptomatic Huntington's Disease
Nehl, C., Ready, R. E., Hamilton, J. M., & Paulsen, J. S. (2001) · Journal of Neuropsychiatry · doi:10.1176/jnp.13.3.342 · Cited by 54
James‐Roberts, I. S., & Dieter Wolke, C. (1988) · Journal of Child Psychology and Psychiatry · doi:10.1111/j.1469-7610.1988.tb00686.x · Cited by 56
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Metadata
- Authors
- Rushton, J. P., Brainerd, C. J., & Pressley, M.
- Affiliations
- Western University (CA)
- ORCID
- Brainerd, Charles J.
- Venue
- Psychological Bulletin
- Published
- 1983-07
- Volume
- 94
- Issue
- 1
- Pages
- 18-38
- ISSN
- 0033-2909 (ISSN-L)
- 1939-1455
- OpenAlex
- W2152174164
- Cited by
- 940
- References
- 100
- Citations by year
- 2026: 10 · 2025: 17 · 2024: 16 · 2023: 15 · 2022: 22 · 2021: 28 · 2020: 17 · 2019: 23 · 2018: 29 · 2017: 37 · 2016: 26 · 2015: 18 · 2014: 33 · 2013: 20 · 2012: 38
- FWCI
- 32.85
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Psychological Bulletin (publishedVersion)
- Topics
- Social Sciences › Decision Sciences › Management Science and Operations Research › Psychometric Methodologies and Testing
- Social Sciences › Psychology › Clinical Psychology › Personality Traits and Psychology
- Social Sciences › Psychology › Applied Psychology › Psychological Testing and Assessment
- Keywords
- construct validity, behavioral development, measurement error, personality stability, moral judgment, metacognition, attitude-behavior relationship, altruism, attachment, sex differences, cross-situational consistency, longitudinal stability
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