Decomposing variance in co-rumination using dyadic daily diary data

2022 ◽  
Author(s):  
Ana M. DiGiovanni ◽  
Talea Cornelius ◽  
Niall Bolger
Keyword(s):  
Daily Diary ◽  
Total Variance ◽  
Romantic Couples ◽  
Daily Lives ◽  
Individual Level ◽  
Diary Data ◽  
Decomposition Procedure ◽  
Negative Thoughts ◽  
Time Invariant ◽  
Level Process

Co-rumination is the process of perseverating on problems, negative thoughts, or feelings with another person. Still unknown is how co-rumination unfolds within the daily lives of romantic couples. Using a variance decomposition procedure on data from a 14-day dyadic daily diary, we assess how much co-rumination varies over time and whether it is a couple- or individual-level process. Results revealed that within-person fluctuations in co-rumination contributed most (~33%) to the total variance and that these fluctuations could be reliably assessed using multi-item summary scores. Although time-invariant between-couple differences account significantly for the total variance (~14%) and can be reliably assessed, there is little within-couple agreement on the extent to which co-rumination fluctuates on a daily level. More research is needed to understand when and why perceptions of daily co-rumination diverge within couples, and how this informs theory on co-rumination and similar ostensibly dyadic constructs.

Sleep Behaviors in Persons With Alzheimer’s Disease: Associations With Caregiver Sleep and Affect

2020 ◽  
pp. 073346482097924
Author(s):  
Molly A. Mather ◽  
Holly B. Laws ◽  
Jasmine S. Dixon ◽  
Rebecca E. Ready ◽  
Anna M. Akerstedt
Keyword(s):  
Alzheimer’S Disease ◽  
Alzheimer's Disease ◽  
Family Caregivers ◽  
Daily Diary ◽  
Poor Sleep ◽  
Multilevel Mediation ◽  
Diary Data ◽  
Retrospective Reports ◽  
Disease Associations ◽  
Sleep Behaviors

Poor sleep in persons with Alzheimer’s disease (AD) is a common stressor for family caregivers. Retrospective reports support associations between sleep disturbance in persons with AD and worse caregiver mood; however, prospective associations between sleep in persons with AD and caregiver outcomes have not been studied. The current study determined associations between affect and sleep of persons with AD and their caregivers using daily diary data. Multilevel mediation models indicated that sleep in persons with AD is linked to caregiver affect; furthermore, these associations are mediated by sleep characteristics in caregivers and affect in persons with AD. Daily fluctuations in sleep behaviors in persons with AD—rather than average values—were most strongly associated with caregiver outcomes. Interventions to improve sleep in persons with AD may decrease their negative affect and improve caregiver mood.

scholarly journals Blame the Pandemic: Buffering the Association Between Stress and Relationship Quality During the COVID-19 Pandemic

2021 ◽  
pp. 194855062110228
Author(s):  
Lisa A. Neff ◽  
Marci E. J. Gleason ◽  
Erin E. Crockett ◽  
Oyku Ciftci
Keyword(s):  
Relationship Quality ◽  
Multilevel Modeling ◽  
Work Stress ◽  
Daily Diary ◽  
Well Being ◽  
Coping Resources ◽  
Buffering Effect ◽  
Diary Data ◽  
Financial Uncertainty ◽  
The Relationship

The COVID-19 pandemic created a unique climate for examining the links between stressful conditions and couples’ relationship well-being. According to theories of stress spillover, stressors originating outside the relationship, such as work stress and financial uncertainty, often undermine relationship quality. However, if individuals can easily attribute their problems to the stressful circumstances, their relationship may be more resilient. Given the salience of the pandemic, the current study used two waves of 14-day daily diary data collected from 191 participants to examine whether blaming the pandemic for problems may reduce stress spillover. We also expected the buffering effect of pandemic blaming attributions to wane as stressful conditions persisted and continued to tax partners’ coping resources. Multilevel modeling confirmed that women, but not men, who were more blaming of the pandemic exhibited reduced stress spillover during the COVID-19 outbreak; notably, this buffering effect did not weaken over time.

Responsiveness processes and daily experiences of shared reality among romantic couples

2021 ◽  
pp. 026540752110176
Author(s):  
Yael Bar-Shachar ◽  
Eran Bar-Kalifa
Keyword(s):  
Significant Interaction ◽  
Epistemic Uncertainty ◽  
Romantic Partners ◽  
Negative Events ◽  
Romantic Couples ◽  
Positive Events ◽  
Daily Lives ◽  
Daily Diaries ◽  
Shared Reality ◽  
Critical Process

Shared reality (SR) is the experience of having an inner state believed to be shared by others. Dyadic responsiveness has been suggested to be a critical process in SR construction. The present study tested the extent to which SR varies in the daily lives of romantic partners and whether this variability is related to responsiveness processes. We predicted that disclosure of personal events to one’s partner as well as perceived partner enacted responsiveness would be associated with daily levels of SR. We further predicted that these associations would be more pronounced when one has low epistemic certainty with respect to the disclosed event. To test these hypotheses, daily diaries were collected from 76 cohabiting romantic couples for a period of 4 weeks. Participants reported the occurrence of daily personal positive and negative events, indicated whether they had disclosed these events to their partner, and described how their partner had responded. As predicted, the disclosure of positive and negative events, as well as the perceptions of partners’ constructive responses to these disclosures, were positively associated with daily SR. A significant interaction was found between epistemic uncertainty (i.e., low perceived social consensus) and responsiveness processes in the context of negative (but not positive) events; specifically, when participants experienced low certainty, the disclosure of the event and the perceived partner’s constructive response were more strongly associated with SR.

scholarly journals Uncovering general, shared, and unique temporal patterns in ambulatory assessment data

2018 ◽  
Author(s):  
Stephanie Lane ◽  
Kathleen Gates ◽  
Hallie Pike ◽  
Adriene Beltz ◽  
Aidan G.C. Wright
Keyword(s):  
Longitudinal Data ◽  
Structural Equation ◽  
Daily Diary ◽  
Ambulatory Assessment ◽  
Multiple Model ◽  
Assessment Data ◽  
Individual Level ◽  
Intensive Longitudinal Data ◽  
Diary Studies ◽  
Neuroimaging Data

Intensive longitudinal data provide psychological researchers with the potential to better understand individual-level temporal processes. While the collection of such data has become increasingly common, there are a comparatively small number of methods well-suited for analyzing these data, and many methods assume homogeneity across individuals. A recent development rooted in structural equation and vector autoregressive modeling, Subgrouping Group Iterative Multiple Model Estimation (S-GIMME), provides one method for arriving at individual-level models composed of processes shared by the sample, processes shared by a subset of the sample, and processes unique to a given individual. As this algorithm was motivated and validated for use with neuroimaging data, its performance and utility is less understood in the context of ambulatory assessment data collected by psychologists. Here, we evaluate the performance of the S-GIMME algorithm across various conditions frequently encountered with daily diary (compared to neuroimaging) data; namely, a smaller number of variables, a lower number of time points, and smaller autoregressive effects. Importantly, we demonstrate for the first time the importance of the autoregressive effects in recovering data-generating connections and directions, and the ability to use S-GIMME with lengths of data commonly seen in daily diary studies. We demonstrate the use of the S-GIMME algorithm with an empirical example evaluating the general, shared, and unique temporal processes associated with a sample of individuals with borderline personality disorder (BPD). Finally, we underscore the need for methods such as S-GIMME moving forward given the increasing use of intensive longitudinal data in psychological research, and the potential for these data to provide novel insights into human behavior and mental health.

scholarly journals Culture, Self, and Medical Decision Making in Australia and China: A Structural Model Analysis

2019 ◽  
Vol 4 (2) ◽  
pp. 238146831987101 ◽  
Author(s):  
Hankiz Dolan ◽  
Dana L. Alden ◽  
John M. Friend ◽  
Ping Yein Lee ◽  
Yew Kong Lee ◽  
...  
Keyword(s):  
Decision Making ◽  
Medical Decision Making ◽  
Medical Information ◽  
Personal Values ◽  
Total Variance ◽  
Medical Decision ◽  
Equation Modeling ◽  
Individual Level ◽  
Study Results ◽  
Variance Explained

Objective. To explore and compare the influences of individual-level cultural values and personal attitudinal values on the desire for medical information and self-involvement in decision making in Australia and China. Methods. A total of 288 and 291 middle-aged adults from Australia and China, respectively, completed an online survey examining cultural and personal values, and their desired level of self-influence on medical decision making. Structural equation modeling was used to test 15 hypotheses relating to the effects of cultural and personal antecedents on the individual desire for influence over medical decision making. Results. Similar factors in both Australia and China (total variance explained: Australia 29%; China 35%) predicted desire for medical information, with interdependence (unstandardized path coefficient βAustralia = 0.102, P = 0.014; βChina = 0.215, P = 0.001), independence (βAustralia = 0.244, P < 0.001; βChina = 0.123, P = 0.037), and health locus of control (βAustralia = −0.140, P = 0.018; βChina = −0.138, P = 0.007) being significant and positive predictors. A desire for involvement in decisions was only predicted by power distance, which had an opposite effect of being negative for Australia and positive for China (total variance explained: Australia 11%; China 5%; βAustralia = 0.294, P < 0.001; China: βChina = −0.190, P = 0.043). National culture moderated the effect of independence on desire for medical information, which was stronger in Australia than China ( Z score = 1.687, P < 0.05). Conclusions. Study results demonstrate that in both countries, desire for medical information can be influenced by individual-level cultural and personal values, suggesting potential benefits of tailoring health communication to personal mindsets to foster informed decision making. The desired level of self-involvement in decision making was relatively independent of other cultural and personal values in both countries, suggesting caution against cultural stereotypes. Study findings also suggest that involvement preferences in decision making should be considered separately from information needs at the clinical encounter.

scholarly journals Network Structure of Affective Communication and Shared Emotion in Teams

2020 ◽  
Vol 10 (10) ◽  
pp. 159
Author(s):  
Seung-Yoon Rhee ◽  
Hyewon Park ◽  
Jonghoon Bae
Keyword(s):  
Communication Networks ◽  
Relative Effectiveness ◽  
Emotional Contagion ◽  
Project Teams ◽  
Affective Communication ◽  
Individual Level ◽  
Student Club ◽  
The Individual ◽  
Emotional Convergence ◽  
Level Process

This paper identifies the relative effectiveness of two mechanisms of emotional contagion on shared emotion in teams: explicit mechanism (active spreading of one’s emotion) and implicit mechanism (passive mimicry of others’ emotion). Using social network analysis, this paper analyzes affective communication networks involving or excluding a focal person in the process of emotional contagion by disaggregating team emotional contagion into individual acts of sending or receiving emotion-laden responses. Through an experiment with 38 pre-existing work teams, including undergraduate or MBA project teams and teams of student club or co-op officers, we found that the explicit emotional contagion mechanism was a more stable channel for emotional contagion than the implicit emotional contagion mechanism. Active participation in affective communication, measured by outdegree centrality in affective communication networks, was positively and significantly associated with emotional contagion with other members. In contrast, a team member’s passive observation of humor, measured by ego network density, led to emotional divergence when all other members engaged in humor communication. Our study sheds light on the micro-level process of emotional contagion. The individual-level process of emotional convergence varies with the relational pattern of affective networks, and emotion contagion in teams depends on the interplay of the active expresser and the passive spectator in affective networks.

scholarly journals Situation perception mediates the link between narcissism and relationship satisfaction: Evidence from a daily diary study in romantic couples

2021 ◽  
Author(s):  
Katrin Rentzsch ◽  
Larissa Lucia Wieczorek ◽  
Tanja M. Gerlach
Keyword(s):  
Romantic Relationships ◽  
Relationship Satisfaction ◽  
Romantic Relationship ◽  
Daily Diary ◽  
Diary Study ◽  
Grandiose Narcissism ◽  
Romantic Couples ◽  
Daily Diary Study ◽  
Relationship Outcomes ◽  
Underlying Mechanisms

Research has shown that diverging romantic relationship outcomes of grandiose narcissism can be explained by differential associations of agentic and antagonistic aspects of narcissism. In this study, we wanted to further investigate the underlying mechanisms by examining how narcissists perceive daily situations with their partner. In an online diary, 171 couples reported on 1941 daily situations experienced together. Analyses revealed that agentic narcissism was positively and antagonistic narcissism was negatively related to daily relationship satisfaction. These effects were differentially linked through distinct situation perceptions: Agentic narcissism was positively linked with relationship satisfaction through perceiving daily situations as, for example, containing more romance, sexuality and love, while antagonistic narcissism was negatively linked with relationship satisfaction through perceiving, for example, more threat, criticism, and accusation. Results are discussed in light of the NARC model and with respect to person-situation transactions in romantic relationships.

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