Conceptual and Methodological Issues in the Analysis of Data from Dyads and Groups

The Oxford Handbook of Personality and Social Psychology

Volumn , Issue , 2012, Pages

  Kashy, Deborah A ^a   Brent Donnellan, M ^a  

^a MICHIGAN STATE UNIVERSITY   (United States)

Author keywords

Actor partner interdependence model; Dyadic data analysis; Groups; Nonindependent data; One with many design; Quantitative methods; Research methods; Social relations model

Indexed keywords

EID: 84923519940     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1093/oxfordhb/9780195398991.013.0009     Document Type: Chapter

References (76)

1. Ackerman, R. A., Donnellan, M. B., & Kashy, D. A. (2011). Working with dyadic data in studies of emerging adulthood: Specific recommendations, general advice, and practical tips. In F. Fincham & M. Cui (Eds.), Romantic relationships in emerging adulthood. (pp. 67-97). New York: Cambridge University Press.
2. Back, M. D., Schmukle, S. C., & Egloff, B. (2008). Becoming friends by chance. Psychological Science, 19, 439-440.
3. Badr, H., & Carmack Taylor, C.L. (2008). Effects of relationship maintenance on psychological distress and dyadic adjustment among couples coping with lung cancer. Health Psychology, 27, 616-627.
4. Biesanz, J., Deeb-Sossa, N., Papadakis, A., Bollen, K. A., & Curran, P. (2004). The role of coding time in estimating and interpreting growth curve models. Psychological Methods, 9, 30-52.
5. Bonito, J. A. (2000). The effect of contributing substantively on assessments of participation. Small Group Research, 31, 528-553.
6. Bonito, J. A., DeCamp, M. H., Coffman, M., & Fleming, S. (2006.) Participation, information, and control in small groups: An actor-partner interdependence model. Group Dynamics: Theory, Research, and Practice, 10, 16-28.
7. Brock, R. L., & Lawrence, E. (2009). Too much of a good thing: Underprovision versus overprovision of partner support. Journal of Family Psychology, 23, 181-192.
8. Brown, T. A. (2006). Confirmatory factor analysis for applied research. New York: Guilford.
9. Butler, E. A., Egloff, B., Wilhelm, F. H., Smith, N. C., Erickson, E. A., & Gross, J. J. (2003). The social consequences of expressive suppression. Emotion, 3, 48-67.
10. Cillessen, A. H. N., Jiang, S. L., West, T. V., & Laszkowski, D. K. (2005). Predictors of dyadic friendship quality in adolescence. International Journal of Behavioral Development, 29, 165-172.
11. Cole, D. A., & Maxwell, S. E. (2003). Testing mediational models with longitudinal data: Questions and tips in the use of structural equation modeling. Journal of Abnormal Psychology, 112, 558-577.
12. Conger, R. D., Lorenz, F. O., & Wickrama, K. A. S. (Eds.). (2004). Continuity and change in family relations. Mahwah, NJ: Erlbaum.
13. Cuperman, R., & Ickes, W. (2009). Big Five predictors of behavior and perceptions in initial dyadic interaction: Personality similarity helps extraverts and introverts, but hurts "disagreeable." Journal of Personality and Social Psychology, 97, 667-684.
14. Dailey, R. M. (2008). Assessing the contribution of nonverbal behaviors in displays of confirmation during parent-adolescent interactions: An actor-partner interdependence model. Journal of Family Communication, 8, 62-91.
15. Davila, J., & Kashy, D. A. (2009). Secure base processes in couples: Daily associations between support experiences and attachment security. Journal of Family Psychology, 23, 76-88.
16. Donnellan, M. B., & Conger, R. D. (2007). Designing and implementing longitudinal studies. In R. W. Robins, R. C. Fraley, & R. Krueger (Eds.), The handbook of research methods in personality psychology. (pp. 21-36). Guilford.
17. Donnellan, M. B., Conger, R. D, & Burzette, R. G. (2007). Personality development from late adolescence to young adulthood:Differential stability, normative maturity, and evidence for the maturity-stability hypothesis. Journal of Personality, 75, 237-264.
18. Elfenbein, H. A., Curhan, J. R., Eisenkraft, N., Shirako, A., & Baccaro, L. (2008). Are some negotiators are better than others? Individual differences in bargaining outcomes. Journal of Research in Personality, 42, 1463-1475.
19. Finkel, E. J., & Eastwick, P. W. (2008). Speed-dating. Current Directions in Psychological Science, 17, 193-197.
20. Friedman, J.N.W., Oltmanns, T.F., & Turkheimer, E. (2007). Interpersonal perception and personality disorders: Utilization of a thin slice approach. Journal of Research in Personality, 41, 667-688.
21. Gollob, H. F., & Reichardt, C. S. (1987). Taking account of time lags in causal models. Child Development, 58, 80-92.
22. Griffin, D., Murray, S., & Gonzalez, R. (1999). Difference score correlations in relationship research: A conceptual primer. Personal Relationships, 6, 505-518.
23. Hertzog, C., Lindenberger, U., Ghisletta, P., & von Oertzen, T. (2006). On the power of latent growth curve models to detect correlated change. Psychological Methods, 11, 244-252.
24. Hillmer, S. (2001). Time series regressions. In D. S. Moskowitz & S. L. Hershberger (Eds.), Modeling intraindividual variability with repeated measures data: Methods and applications. (pp. 203-233). Mahwah, NJ: Erlbaum.
25. Horn, J. L., & McArdle, J. J. (1992). A practical and theoretical guide to measurement invariance in aging research. Experimental Aging Research, 18, 117-144.
26. Hox, J. (2002). Multilevel analyses: Techniques and applications. Mahwah, NJ: Erlbaum.
27. Johnson, D. R., Amoloza, T., & Booth, A. (1992). Stability and developmental change in marital quality: A three wave panel analysis. Journal of Marriage and the Family, 54, 582-594.
28. Karney, B., & Bradbury, T. N. (1995). The longitudinal course of marital quality and stability: A review of theory, methods, and research. Psychological Bulletin, 118, 3-34.
29. Karney, B. R., & Bradbury, T. N. (1997). Neuroticism, marital interaction, and the trajectory of marital satisfaction. Journal of Personality and Social Psychology, 72, 1075-1092.
30. Kashy, D. A., & Donnellan, M. B. (2008). Comparing MLM and SEM approaches to analyzing developmental dyadic data: Growth curve models of hostility in families. In N. A. Card & T. D. Little (Eds.), Analysis of interdependent developmental data. (pp. 165-190). Mahwah, NJ: Erlbaum.
31. Kashy, D. A., Donnellan, M. B., Burt, S. A., & McGue, M. (2008). Growth curve models for indistinguishable dyads using multilevel modeling and structural equation modeling: The case of adolescent twin's conflict with their mothers. Developmental Psychology, 44, 316-329.
32. Kashy, D. A., & Kenny, D. A. (2000). The analysis of data from dyads and groups. In H. T. Reis & C. M. Judd (Eds.), Handbook of research methods in social psychology. (pp. 451-477). Cambridge, UK: Cambridge University Press.
33. Kelley, H. H., & Thibaut, J. W. (1978). Interpersonal relations: A theory of interdependence. New York: Wiley.
34. Kenny, D. A. (1994). Interpersonal perception: A social relations analysis. New York: Guilford.
35. Kenny, D. A., & Kashy, D. A. (2010). Dyadic data analysis using multilevel modeling. In J. Hox & J. K. Roberts (Eds.), The handbook of advanced multilevel analysis.(pp. 335-370). London: Taylor & Francis.
36. Kenny, D. A., Kashy, D. A., & Bolger, N. (1998). Data analysis in social psychology. In D. Gilbert, S. Fiske, & G. Lindzey (Eds.), The handbook of social psychology (4th ed., Vol. 1, pp. 233-265). New York: McGraw-Hill.
37. Kenny, D. A., Kashy, D. A., & Cook, W. L. (2006). Dyadic data analysis. New York: Guilford.
38. Kenny, D. A., & La Voie, L. (1984). The social relations model. In L. Berkowitz (Ed.), Advances in experimental social psychology (Vol. 18, pp. 142-182). Orlando: Academic.
39. Kenny, D. A., & Livi, S. (2009). A componential analysis of leadership using the Social Relations Model. In F. J. Yammarino & F. Dansereau (Eds.), Multi-Level Issues in Organizational Behavior and Leadership (Vol. 8 of Research in Multi-level Issues; pp. 147-191). Bingley, UK: Emerald.
40. Kenny, D. A., Mannetti, L., Pietro, A., Livi, S., & Kashy, D. A. (2002). The statistical analysis of data from small groups. Journal of Personality and Social Psychology, 83, 126-137.
41. Kenny, D. A., Veldhuijzen, W., van der Weijden, T., LeBlanc, A., Lockyer, J., Légaré, F., et al. (2010). Interpersonal perception in the context of doctor-patient relationships: A dyadic analysis of doctor-patient communication. Social Science and Medicine, 70, 763-768.
42. Kenny, D. A., & Winquist, L. A. (2001). The measurement of interpersonal sensitivity: Consideration of design, components, and unit of analysis. In J. A. Hall & F. J. Bernieri (Eds.), Interpersonal sensitivity: Theory and measurement (pp. 265-302). Mahwah, NJ: Erlbaum.
43. Kreft, I., & de Leeuw, J. (2004). Introducing multilevel modeling. Thousand Oaks, CA: Sage.
44. Kwan, V. S. Y., Gosling, S. D., & John, O. P. (2008). Anthropomorphism as a special case of social perception: A cross-species social relations model analysis of humans and dogs. Social Cognition, 26, 129-142.
45. Lakey, S. G., & Canary, D. J. (2002). Actor goal achievement and sensitivity to partner as critical factors in understanding interpersonal communication competence and conflict strategies. Communication Monographs, 69, 217-235.
46. Langer, A., Lawrence, E., & Barry, R. A. (2008). Using a vulnerability-stress-adaptation framework to predict physical aggression trajectories in newlywed marriage. Journal of Consulting and Clinical Psychology, 76, 756-768.
47. Laurenceau, J-P., & Bolger, N. (2005). Using diary methods to study marital and family processes. Journal of Family Psychology, 19, 86-97.
48. LeBlanc, A., Kenny, D. A., O'Connor, A. M., & Légaré, F. (2009). Decisional conflict in patients and their physicians: A dyadic approach to shared decision making. Medical Decision Making, 29, 61-68.
49. Levesque, M. J. (1997). Meta-accuracy among acquainted individuals: A social relations analysis of interpersonal perception and metaperception. Journal of Personality and Social Psychology, 72, 66-74.
50. Levesque, M. J., & Kenny, D. A. (1993). Accuracy of behavioral predictions at zero acquaintance. Journal of Personality and Social Psychology, 65, 1178-1187.
51. Luo, S., Chen, H., Yue, G., Zhang, G., Zhaoyang, R., & Xu, D. (2008). Predicting marital satisfaction from self, partner, and couple characteristics: Is it me, you, or us? Journal of Personality, 76, 1231-1265.
52. Malloy, T. E., Albright, L., & Scarpatti, S. (2007). Awareness of peers' judgments of oneself: Accuracy and process of metaperception. International Journal of Behavior Development, 31, 603-610.
53. Malloy, T. E., Barcelos, S., Arruda, E., DeRosa, M., & Fonseca, C. (2005). Individual differences and cross-situational consistency of dyadic social behavior. Journal of Personality and Social Psychology, 89, 643-654.
54. Marcus, D., Kashy, D., & Baldwin, S. (2009). Studying psychotherapy using the one-with-many design: The therapeutic alliance as an exemplar. Journal of Counseling Psychology, 56(4), 537-548.
55. McIsaac, C., Connolly, J., McKenney, K. S., Pepler, D., & Craig, W. (2008). Conflict negotiation and autonomy processes in adolescent romantic relationships: An observational study of interdependency in boyfriend and girlfriend effects. Journal of Adolescence, 31, 691-707.
56. Pitts, S. C., West, S. G., & Tein, J. Y. (1996). Longitudinal measurement models in evaluation research: Examining stability and change. Evaluation and Program Planning, 19, 333-350.
57. Proulx, C. M., Buehler, C., & Helms, H. (2009). Moderators of the link between marital hostility and change in spouses' depressive symptoms. Journal of Family Psychology, 23, 540-550.
58. Raudenbush, S. W., Brennan, R. T., & Barnett, R. C. (1995). A multivariate hierarchical model for studying psychological change within married couples. Journal of Family Psychology, 9, 167-174.
59. Reid, S. A., & Ng, S. H. (2006). The dynamics of intragroup differentiation in an intergroup social context. Human Communication Research, 32, 504-525.
60. Reis, H. T., Collins, W., & Berscheid, E. (2000). The relationship context of human behavior and development. Psychological Bulletin, 126, 844-872.
61. Roberts, B. W., Wood, D., & Smith, J. L. (2005). Evaluating the five factor theory and social investment perspective on personality trait development. Journal of Research in Personality, 39, 166-184.
62. Rogosa, D., Brandt, D., & Zimowski, M. (1982). A growth curve approach to the measurement of change. Psychological Bulletin, 92, 726-748.
63. Rushton, J. P., Brainerd, C. J., & Pressley, M. (1983). Behavioral development and construct validity: The principle of aggregation. Psychological Bulletin, 94, 18-38.
64. Schwarzer, R., & Knoll, N. (2007). Functional roles of social support within the stress and coping process: A theoretical and empirical overview. International Journal of Psychology, 42, 243-252.
65. Santuzzi, A. M. (2007). Perceptions and metaperceptions of negative evaluation: Group composition and interpersonal accuracy in a social relations model. Group Processes and Intergroup Relations, 10, 383-398.
66. Schmitt, N., & Kuljanin, G. (2008). Measurement invariance: Review of practice and implications. Human Resource Management Review, 18, 210-222.
67. Selfhout, M., Denissen, J., Branje, S., & Meeus, W. (2009). In the eye of the beholder: Perceived, actual, and peer-rated similarity in personality, communication, and friendship intensity during the acquaintanceship process. Journal of Personality and Social Psychology, 96, 1152-1165.
68. Singer, J. D., & Willett, J. B. (2003). Applied longitudinal data analysis: Modeling change and event occurrence. New York: Oxford University Press.
69. Snijders, T., & Bosker, R. (1999). Multilevel analysis: An introduction to basic and advanced multilevel modeling. Thousand Oaks, CA: Sage.
70. Theiss, J. A., & Knobloch, L. K. (2009). An actor-partner interdependence model of irritations in romantic relationships. Communication Research, 36, 510-537.
71. Trail, T. E., Shelton, J. N., & West, T.V. (2009). Interracial roommate relationships: Negotiating daily interactions. Personality and Social Psychology Bulletin, 35, 671-684.
72. Tran, S., & Simpson, J.A. (2009). Prorelationship maintenance behaviors: The joint roles of attachment and commitment. Journal of Personality and Social Psychology, 97, 685-698.
73. Vandenberg, R. J., & Lance, C. E. (2000). A review and synthesis of the measurement invariance literature: Suggestions, practices, and recommendations for organizational research. Organizational Research Methods, 3, 4-69.
74. Warner, R. M., Kenny, D. A., & Stoto, M. (1979). A new round robin analysis of variance for social interaction data. Journal of Personality and Social Psychology, 37, 1742-1757.
75. Willett, J. B., Singer, J. D., & Martin, N. C. (1998). The design and analysis of longitudinal studies of development and psychopathology in context: Statistical models and methodological recommendations. Development and Psychopathology, 10, 395-426.
76. Wood, D., & Brumbaugh, C. C. (2009) Using revealed mate preferences to evaluate market force and differential preference explanations for mate selection. Journal of Personality and Social Psychology, 96, 1226-1244.