This Time,It’s Real: Affective Flexibility,Time Scales,Feedback Loops,and the Regulation of Emotion

Abstract

Because both emotional arousal and regulation are continuous, ongoing processes, it is difficult, if not impossible, to separate them. Thus, affective dynamics can reveal the regulation of emotion as it occurs in real time. One way that this can be done is through the examination of intra- and interpersonal flexibility or the transitions into and out of affective states. The present article reviews and then expands upon the Flex3 model of real-time dynamic and reactive flexibility, specifying the ways in which individual differences in emotion regulation manifest as differences in flexibility. The differences in results at the real-time scale versus diurnal variability are also discussed within an emotion regulation framework.

Keywords

affect emotion regulation flexibility inertia state space grids

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References

Bonanno

G. A.

Papa

Lalande

Westphal

Coifman

(2004). The importance of being flexible. Psychological Science, 15, 482–487. doi:10.1111/j.0956–7976.2004.00705.x

Bradley

M. M.

Codispoti

Cuthbert

B. N.

Lang

P. J.

(2001). Emotion and motivation I: Defensive and appetitive reactions in picture processing. Emotion, 1, 276–298. doi:10.1037/1528–3542.1.3.276

Butler

E. A.

Egloff

Wlhelm

F. H.

Smith

N. C.

Erickson

E. A.

Gross

J. J.

(2003). The social consequences of expressive suppression. Emotion, 3, 48–67. doi:10.1037/1528–3542.3.1.48

Butler

E. A.

Gross

J. J.

Barnard

(2014). Testing the effects of suppression and reappraisal on emotional concordance using a multivariate multilevel model. Biological Psychology, 98, 6–18. doi:10.1016/j.biopsycho.2013.09.003

Butler

E. A.

Hollenstein

Shoham

Rohrbaugh

(2013). A dynamic state-space analysis of interpersonal emotion regulation in couples who smoke. Journal of Social and Personal Relationships, 31, 907–927. doi:10.1177/0265407513508732

Campos

J. J.

Frankel

C. B.

Camras

(2004). On the nature of emotion regulation. Child Development, 75, 377–394. doi:10.1111/j.1467–8624.2004.00681.x

Carver

C. S.

(2015). Control processes, priority management, and affective dynamics. Emotion Review, 7, 301–307.

Cheng

(2001). Assessing coping flexibility in real-life and laboratory settings: A multimethod approach. Journal of Personality and Social Psychology, 80, 814–833. doi:10.1037/0022–3514.80.5.814

Cole

P. M.

Martin

S. E.

Dennis

T. A.

(2004). Emotion regulation as a scientific construct: Methodological challenges and directions for child development research. Child Development, 75, 317–333. doi:10.1111/j.1467–8624.2004.00673.x

10.

Ebner-Priemer

U. W.

Kuo

Kleindienst

Welch

S. S.

Reisch

Reinhard

Bohus

(2007). State affective instability in borderline personality disorder assessed by ambulatory monitoring. Psychological Medicine, 37, 961–970. doi:10.1017/S0033291706009706

11.

Eid

Deiner

(1999). Intraindividual variability in affect: Reliability, validity and personality correlates. Journal of Personality and Social Psychology, 76, 662–676. doi:10.1037/0022–3514.76.4.662

12.

Fontaine

J. R.

Scherer

K. R.

Roesch

E. B.

Ellsworth

P. C.

(2007). The world of emotions is not two-dimensional. Psychological Science, 18, 1050–1057. doi:10.1111/j.1467–9280.2007.02024.x

13.

Granic

Hollenstein

(2003). Dynamic systems methods for models of developmental psychopathology. Development and Psychopathology, 15, 641–669. doi:10.1017/S0954579403000324

14.

Granic

Meusel

Lamm

Woltering

Lewis

(2012). Emotion regulation in children with behavior problems: Linking behavioral and brain processes. Development and Psychopathology, 24, 1019–1029. doi:10.1017/S095457941200051X

15.

Granic

O’Hara

Pepler

Lewis

M. D.

(2007). A dynamic systems analysis of parent– child changes associated with successful “real-world” interventions for aggressive children. Journal of Abnormal Child Psychology, 35, 845–857. doi:10.1007/s10802–007–9133–4

16.

Gross

J. J.

(1998). The emerging field of emotion regulation: An integrative review. Review of General Psychology, 2, 271–299. doi:10.1037/1089–2680.2.3.271

17.

Hollenstein

(2011). Twenty years of dynamic systems approaches to development: Significant contributions, challenges, and future directions. Child Development Perspectives, 5, 256–259. doi:10.1111/j.1750–8606.2011.00210.x

18.

Hollenstein

(2013). State space grids. New York, NY: Springer.

19.

Hollenstein

Lanteigne

(2014). Models and methods of emotional concordance. Biological Psychology, 98, 1–5. doi:10.1016/j.biopsycho.2013.12.012

20.

Hollenstein

Lewis

M. D.

(2006). A state space analysis of emotion and flexibility in parent–child interactions. Emotion, 6, 663–669. doi:10.1037/1528–3542.6.4.656

21.

Hollenstein

Lichtwarck-Aschoff

Potworowski

(2013). A model of socioemotional flexibility at three time scales. Emotion Review, 5, 397–405. doi:10.1177/1754073913484181

22.

Kappas

(2011). Emotion and regulation are one! Emotion Review, 3, 17–25. doi:10.1177/1754073910380971

23.

Koval

Kuppens

(2012). Changing emotion dynamics: Individual differences in the effect of anticipatory social stress on emotional inertia. Emotion, 12, 256–267. doi:10.1037/a0024756

24.

Koval

Kuppens

Allen

N. B.

Sheeber

(2012). Getting stuck in depression: The roles of rumination and emotional inertia. Cognition & Emotion, 26, 1412–1427. doi:10.1080/02699931.2012.667392

25.

Koval

M. L.

Meers

Kuppens

(2013). Affect dynamics in relation to depressive symptoms: Variable, unstable or inert? Emotion, 13, 1132–1141. doi:10.1037/a0033579

26.

Kuppens

Allen

N. B.

Sheeber

L. B.

(2010). Emotional inertia and psychological maladjustment. Psychological Science, 21, 984–991. doi:10.1177/0956797610372634

27.

Kuppens

Oravecz

Tuerlinckx

(2010). Feelings change: Accounting for individual differences in the temporal dynamics of affect. Journal of Personality and Social Psychology, 99, 1042–1060. doi:10.1037/a0020962

28.

Kuppens

Sheeber

L. B.

Yap

M. B.

Whittle

Simmons

J. G.

Allen

N. B.

(2012). Emotional inertia prospectively predicts the onset of depressive disorder in adolescence. Emotion, 12, 283–289. doi:10.1037/a0025046

29.

Levenson

R. W.

(1999). The intrapersonal functions of emotion. Cognition & Emotion, 13, 481–504. doi:10.1080/026999399379159

30.

Lewis

M. D.

(2005). Bridging emotion theory and neurobiology through dynamic systems modeling. Behavioral and Brain Sciences, 28, 169–193. doi:10.1017/S0140525X0500004X

31.

Lewis

M. D.

Lamey

A. V.

Douglas

(1999). A new dynamic systems method for the analysis of early socioemotional development. Developmental Science, 2, 457–475.

32.

Mauss

I. B.

Levenson

R. W.

McCarter

Wilhelm

F. H.

Gross

J. J.

(2005). The tie that binds? Coherence among emotion experience, behavior, and physiology. Emotion, 5, 175–190. doi:10.1037/1528–3542.5.2.175

33.

Podsakoff

P. M.

MacKenzie

S. B.

Lee

J. Y.

Podsakoff

N. P.

(2003). Common method biases in behavioral research: A critical review of the literature and recommended remedies. Journal of Applied Psychology, 88, 879–903. doi:10.1037/0021–9010.88.5.879

34.

Rottenberg

Gross

J. J.

Gotlib

I. H.

(2005). Emotion context insensitivity in major depressive disorder. Journal of Abnormal Psychology, 114(4), 627–639.

35.

Russell

J. A.

(2003). Core affect and the psychological construction of emotion. Psychological Review, 110, 145–172. doi:10.1037/0033–295X.110.1.145

36.

Scherer

K. R.

(2009). The dynamic architecture of emotion: Evidence for the component process model. Cognition and Emotion, 23(7), 1307–1351.

37.

Schultz

P. W.

Searleman

(2002). Rigidity of thought and behavior: 100 years of research. Genetic, Social, and General Psychology Monographs, 128, 165–207.

38.

Sravish

A. V.

Tronick

Hollenstein

Beeghly

(2013). Dyadic flexibility during the face-to-face still-face paradigm: A dynamic systems analysis of its temporal organization. Infant Behavior and Development, 36, 432–437. doi:10.1016/j.infbeh.2013.03.013

39.

Suls

Green

Hillis

(1998). Emotional reactivity to everyday problems, affective inertia, and neuroticism. Personality and Social Psychology Bulletin, 24, 127–136. doi:10.1177/0146167298242002

40.

Thompson

R. A.

(2011). Emotion and emotion regulation: Two sides of the developing coin. Emotion Review, 3, 53–61. doi:10.1111/j.1750–8606.2008.00054.x

41.

Thompson

R. A.

Lewis

M. D.

Calkins

S. D.

(2008). Reassessing emotion regulation. Child Development Perspectives, 2, 124–131.

42.

Trull

T. J.

Lane

S. P.

Koval

Ebner-Priemer

U. W.

(2015). Affective dynamics in psychopathology. Emotion Review, 355–361.

43.

Trull

T. J.

Solhan

M. B.

Tragesser

S. L.

Jahng

Wood

P. K.

Piasecki

T. M.

Watson

(2008). Affective instability: Measuring a core feature of borderline personality disorder with ecological momentary assessment. Journal of Abnormal Psychology, 117, 647–661. doi:10.1037/a0012532

44.

Van der Giessen

Hollenstein

Hale

W. W.

Koot

H. M.

Meeus

Branje

(2015). Emotional variability in mother-adolescent conflict interactions and internalizing problems of mothers and adolescents: Dyadic and individual processes. Journal of Abnormal Child Psychology, 43, 339–353.

45.

Watson

Clark

L. A.

(1984). Negative affectivity: The disposition to experience aversive emotional states. Psychological Bulletin, 96, 465–490. doi:10.1037/0033–2909.96.3.465

46.

Wichers

Peeters

Geschwind

Jacobs

Simons

C. J. P.

Derom

… van Os

. (2010). Unveiling patterns of affective responses in daily life may improve outcome prediction in depression: A momentary assessment study. Journal of Affective Disorders, 124, 191–195. doi:10.1016/j.jad.2009.11.010