The structure and process of emotional experience following nonmarital relationship dissolution: dynamic factor analyses of love, anger, and sadness.

Dynamic factor analysis was used to examine the structure and process of daily emotions in a sample of young adults following a romantic breakup. Participants completed a daily diary for 4 weeks reporting on their love/longing for their ex-partner, anger, and sadness. Using a lag-1 process factor analysis model, results revealed that love/longing, sadness, and anger could be reliably distinguished as separate but correlated mood states in a trivariate model. Four emotional dynamics (amplification, reversing, persistence, and cooccurrence) were operationalized and investigated. Differences in these dynamics were observed on the basis of overall adjustment to the separation and attachment styles. Findings are discussed in terms of attachment and contemporary emotion theories, as well as the need to operationalize time-based affective processes.

[1]  R. Hoyle,et al.  Pooling Lagged Covariance Structures Based on Short, Multivariate Time Series for Dynamic Factor Analysis , 1999 .

[2]  D. Nyenhuis,et al.  Adult and geriatric normative data and validation of the profile of mood states. , 1999, Journal of clinical psychology.

[3]  Z. Rubin Liking and Loving: An Invitation to Social Psychology , 1973 .

[4]  E. Berscheid,et al.  The Relationship Closeness Inventory : Assessing the Closeness of Interpersonal Relationships , 2004 .

[5]  M. Mikulincer,et al.  Attachment styles, coping strategies, and posttraumatic psychological distress: the impact of the Gulf War in Israel. , 1993, Journal of personality and social psychology.

[6]  Peter C. M. Molenaar,et al.  A dynamic factor model for the analysis of multivariate time series , 1985 .

[7]  K. Bartholomew,et al.  Attachment styles among young adults: a test of a four-category model. , 1991, Journal of personality and social psychology.

[8]  N. Bolger,et al.  Diary methods: capturing life as it is lived. , 2003, Annual review of psychology.

[9]  L. F. Barrett,et al.  Handbook of Emotions , 1993 .

[10]  M. Horowitz,et al.  Impact of Event Scale: psychometric properties. , 2002, The British journal of psychiatry : the journal of mental science.

[11]  Susan Sprecher,et al.  Factors Associated with Distress Following the Breakup of a Close Relationship , 1998 .

[12]  Sy-Miin Chow,et al.  Dynamic Structure of Emotions Among Individuals with Parkinson's Disease , 2004 .

[13]  Mario Mikulincer,et al.  Attachment-related psychodynamics , 2002, Attachment & human development.

[14]  A. McDonald Factor structure of the impact of events scale in a non-clinical sample , 1997 .

[15]  M. Mikulincer Adult attachment style and individual differences in functional versus dysfunctional experiences of anger. , 1998, Journal of personality and social psychology.

[16]  W. Stroebe,et al.  Handbook of bereavement research , 2001 .

[17]  D. Griffin,et al.  The metaphysics of measurement: The case of adult attachment. , 1994 .

[18]  B. Törestad Problems and methods in longitudinal research : stability and change , 1991 .

[19]  Phillip R. Shaver,et al.  Handbook of attachment : theory, research, and clinical applications , 1999 .

[20]  M. Hennessy,et al.  Stress-induced sickness behaviors: an alternative hypothesis for responses during maternal separation. , 2001, Developmental psychobiology.

[21]  M. Lieberman,et al.  Changes in Depression Following Divorce: A Panel Study. , 1986 .

[22]  M. Csíkszentmihályi,et al.  Validity and Reliability of the Experience‐Sampling Method , 1987, The Journal of nervous and mental disease.

[23]  Anthony D. Ong,et al.  Oxford handbook of methods in positive psychology. , 2007 .

[24]  M. Bruce,et al.  Differences in the effects of divorce on major depression in men and women. , 1992, The American journal of psychiatry.

[25]  Phillip R. Shaver,et al.  Attachment theory and emotions in close relationships: Exploring the attachment-related dynamics of emotional reactions to relational events , 2005 .

[26]  M. Csíkszentmihályi,et al.  The experience of psychopathology: Investigating mental disorders in their natural settings. , 1992 .

[27]  E. J. Anthony,et al.  The Child in His Family , 1979 .

[28]  E. Diener,et al.  The independence of positive and negative affect. , 1984, Journal of personality and social psychology.

[29]  C. Harris Problems in measuring change , 1965 .

[30]  R. Kobak,et al.  Attachment in late adolescence: working models, affect regulation, and representations of self and others. , 1988, Child development.

[31]  J O Prochaska,et al.  Factor structure of the Profile of Mood States (POMS): two partial replications. , 1984, Journal of clinical psychology.

[32]  John R. Nesselroade,et al.  Problems and methods in longitudinal research: Intraindividual variability in older adults' depression scores: some implications for developmental theory and longitudinal research , 1991 .

[33]  P. Amato,et al.  Predictors of Divorce Adjustment: Stressors, Resources, and Definitions , 2000 .

[34]  R. Hoyle Statistical Strategies for Small Sample Research , 1999 .

[35]  C. Carver,et al.  Origins and Functions of Positive and Negative Affect: A Control-Process View. , 1990 .

[36]  J. Bowlby Attachment and loss: retrospect and prospect. , 1969, The American journal of orthopsychiatry.

[37]  Harrison Si,et al.  Handbook of Research Methods in Social and Personality Psychology: Author Index , 2013 .

[38]  Peter C M Molenaar,et al.  Statistical Modeling of the Individual: Rationale and Application of Multivariate Stationary Time Series Analysis , 2005, Multivariate behavioral research.

[39]  J. Greenberg,et al.  Self-regulatory perseveration and the depressive self-focusing style: a self-awareness theory of reactive depression. , 1987, Psychological bulletin.

[40]  R. Cattell Personality and mood by questionnaire. , 1973 .

[41]  P. Shaver,et al.  Adult attachment and the suppression of unwanted thoughts. , 1997, Journal of personality and social psychology.

[42]  P. Shaver,et al.  Attachment Theory and Affect Regulation: The Dynamics, Development, and Cognitive Consequences of Attachment-Related Strategies , 2003 .

[43]  J W Rowe,et al.  Intraindividual variability in perceived control in an older sample: the MacArthur successful aging studies. , 1997, Psychology and aging.

[44]  Caroline M. Tancredy,et al.  Emotion, attachment, and bereavement: A conceptual commentary. , 2001 .

[45]  Emilio Ferrer,et al.  Modeling affective processes in dyadic relations via dynamic factor analysis. , 2003, Emotion.

[46]  J. Nesselroade,et al.  Multivariate, replicated, single-subject, repeated measures designs and p-technique factor analysis: A review of intraindividual change studies , 2007 .

[47]  P. Lewinsohn,et al.  Life events and depression in adolescence: relationship loss as a prospective risk factor for first onset of major depressive disorder. , 1999, Journal of abnormal psychology.

[48]  S. Nolen-Hoeksema,et al.  Ruminative coping with depressed mood following loss. , 1994, Journal of personality and social psychology.

[49]  R. Cattell,et al.  P-technique demonstrated in determining psychophysiological source traits in a normal individual , 1947, Psychometrika.

[50]  P. Amato The Consequences of Divorce for Adults and Children , 2000 .

[51]  Richard E. Lucas,et al.  Time Does Not Heal All Wounds , 2005, Psychological science.

[52]  P. Shaver,et al.  Loss and bereavement: Attachment theory and recent controversies concerning "grief work" and the nature of detachment. , 1999 .

[53]  J R Nesselroade,et al.  Structure and variation of mood in individuals with Parkinson's disease: a dynamic factor analysis. , 1997, Psychology and aging.

[54]  E. M. Hetherington,et al.  For Better or for Worse: Divorce Reconsidered , 2002 .

[55]  Harry T. Reis,et al.  Event-sampling and other methods for studying everyday experience. , 2000 .

[56]  R. Emery Renegotiating family relationships : divorce, child custody, and mediation , 1994 .

[57]  I. Gotlib,et al.  Adult attachment security and symptoms of depression: the mediating roles of dysfunctional attitudes and low self-esteem. , 1996, Journal of personality and social psychology.

[58]  Jacob Cohen Statistical Power Analysis for the Behavioral Sciences , 1969, The SAGE Encyclopedia of Research Design.

[59]  David A. Sbarra,et al.  The emotional sequelae of nonmarital relationship dissolution: Analysis of change and intraindividual variability over time. , 2005 .

[60]  M. Horowitz,et al.  Impact of Event Scale: A Measure of Subjective Stress , 1979, Psychosomatic medicine.

[61]  P. Wood,et al.  The study of intraindividual differences by means of dynamic factor models: Rationale, implementation, and interpretation. , 1994 .

[62]  P. Shaver,et al.  Physical, Emotional, and Behavioral Reactions to Breaking Up: The Roles of Gender, Age, Emotional Involvement, and Attachment Style , 2003, Personality & social psychology bulletin.

[63]  S. Hershberger,et al.  Dynamic factor analysis: An application to emotional response patterns underlying daughter/father and stepdaughter/stepfather relationships , 1995 .

[64]  P. Pietromonaco,et al.  Attachment, caregiving, and relationship functioning in couples: effects of self and partner , 1996 .

[65]  M. Pistole College students' ended love relationships: Attachment style and emotion. , 1995 .

[66]  D. Sbarra,et al.  Coparenting conflict, nonacceptance, and depression among divorced adults: results from a 12-year follow-up study of child custody mediation using multiple imputation. , 2005, The American journal of orthopsychiatry.