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Janssen LHC, Verkuil B, Nedderhoff A, van Houtum LAEM, Wever MCM, Elzinga BM. Tracking real-time proximity in daily life: A new tool to examine social interactions. Behav Res Methods 2024; 56:7482-7497. [PMID: 38684623 PMCID: PMC11362181 DOI: 10.3758/s13428-024-02432-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/15/2024] [Indexed: 05/02/2024]
Abstract
Social interactions, spending time together, and relationships are important for individuals' well-being, with people feeling happier when they spend more time with others. So far, most information about the frequency and duration of spending time together is based on self-report questionnaires. Although recent technological innovations have stimulated the development of objective approaches for measuring physical proximity in humans in everyday life, these methods still have substantial limitations. Here we present a novel method, using Bluetooth low-energy beacons and a smartphone application, to measure the frequency and duration of dyads being in close proximity in daily life. This method can also be used to link the frequency and duration of proximity to the quality of interactions, by using proximity-triggered questionnaires. We examined the use of this novel method by exploring proximity patterns of family interactions among 233 participants (77 Dutch families, with 77 adolescents [Mage = 15.9] and 145 parents [Mage = 48.9]) for 14 consecutive days. Overall, proximity-based analyses indicated that adolescents were more often and longer in proximity to mothers than to fathers, with large differences between families in frequency and duration. Proximity-triggered evaluations of the interactions and parenting behavior were generally positive for both fathers and mothers. This innovative method is a promising tool that can be broadly used in other social contexts to yield new and more detailed insights into social proximity in daily life.
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Affiliation(s)
- Loes H C Janssen
- Department of Clinical Psychology, Faculty of Social and Behavioral Science, Leiden University, Wassenaarseweg 52, 2300 AK, Leiden, The Netherlands.
- Leiden Institute for Brain and Cognition (LIBC), Leiden, the Netherlands.
| | - Bart Verkuil
- Department of Clinical Psychology, Faculty of Social and Behavioral Science, Leiden University, Wassenaarseweg 52, 2300 AK, Leiden, The Netherlands
- Leiden Institute for Brain and Cognition (LIBC), Leiden, the Netherlands
| | - Andre Nedderhoff
- Department of Clinical Psychology, Faculty of Social and Behavioral Science, Leiden University, Wassenaarseweg 52, 2300 AK, Leiden, The Netherlands
| | - Lisanne A E M van Houtum
- Department of Clinical Psychology, Faculty of Social and Behavioral Science, Leiden University, Wassenaarseweg 52, 2300 AK, Leiden, The Netherlands
- Leiden Institute for Brain and Cognition (LIBC), Leiden, the Netherlands
| | - Mirjam C M Wever
- Department of Clinical Psychology, Faculty of Social and Behavioral Science, Leiden University, Wassenaarseweg 52, 2300 AK, Leiden, The Netherlands
- Leiden Institute for Brain and Cognition (LIBC), Leiden, the Netherlands
| | - Bernet M Elzinga
- Department of Clinical Psychology, Faculty of Social and Behavioral Science, Leiden University, Wassenaarseweg 52, 2300 AK, Leiden, The Netherlands
- Leiden Institute for Brain and Cognition (LIBC), Leiden, the Netherlands
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Dell'Acqua C, Allison GO, Yun CH, Weinberg A. Linking social reward responsiveness and affective responses to the social environment: An ecological momentary assessment study. Psychophysiology 2024:e14640. [PMID: 38963092 DOI: 10.1111/psyp.14640] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Revised: 04/30/2024] [Accepted: 06/18/2024] [Indexed: 07/05/2024]
Abstract
Social support is a key predictor of well-being, but not everyone experiences mental health benefits from receiving it. However, given that a growing number of interventions are based on social support, it is crucial to identify the features that make individuals more likely to benefit from social ties. Emerging evidence suggests that neural responses to positive social feedback (i.e., social reward) might relate to individual differences in social functioning, but potential mechanisms linking these neural responses to psychological outcomes are yet unclear. This study examined whether neural correlates of social reward processing, indexed by the reward positivity (RewP), relate to individuals' affective experience following self-reported real-world positive social support events. To this aim, 193 university students (71% females) underwent an EEG assessment during the Island Getaway task and completed a 10-day ecological momentary assessment where participants reported their positive and negative affects (PA, NA) nine times a day and the count of daily positive and negative events. Experiencing a higher number of social support positive events was associated with higher PA. The RewP moderated this association, such that individuals with greater neural response to social feedback at baseline had a stronger positive association between social support positive events count and PA. Individual differences in the RewP to social feedback might be one indicator of the likelihood of experiencing positive affect when receiving social support.
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Affiliation(s)
- Carola Dell'Acqua
- Department of General Psychology, University of Padua, Padua, Italy
- Department of Psychology, McGill University, Montreal, Quebec, Canada
| | - Grace O Allison
- Department of Psychology, McGill University, Montreal, Quebec, Canada
| | - Connie H Yun
- Department of Psychology, McGill University, Montreal, Quebec, Canada
| | - Anna Weinberg
- Department of Psychology, McGill University, Montreal, Quebec, Canada
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Cho YW, Chow SM, Marini CM, Martire LM. Multilevel Latent Differential Structural Equation Model with Short Time Series and Time-Varying Covariates: A Comparison of Frequentist and Bayesian Estimators. MULTIVARIATE BEHAVIORAL RESEARCH 2024:1-23. [PMID: 38821115 DOI: 10.1080/00273171.2024.2347959] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/02/2024]
Abstract
Continuous-time modeling using differential equations is a promising technique to model change processes with longitudinal data. Among ways to fit this model, the Latent Differential Structural Equation Modeling (LDSEM) approach defines latent derivative variables within a structural equation modeling (SEM) framework, thereby allowing researchers to leverage advantages of the SEM framework for model building, estimation, inference, and comparison purposes. Still, a few issues remain unresolved, including performance of multilevel variations of the LDSEM under short time lengths (e.g., 14 time points), particularly when coupled multivariate processes and time-varying covariates are involved. Additionally, the possibility of using Bayesian estimation to facilitate the estimation of multilevel LDSEM (M-LDSEM) models with complex and higher-dimensional random effect structures has not been investigated. We present a series of Monte Carlo simulations to evaluate three possible approaches to fitting M-LDSEM, including: frequentist single-level and two-level robust estimators and Bayesian two-level estimator. Our findings suggested that the Bayesian approach outperformed other frequentist approaches. The effects of time-varying covariates are well recovered, and coupling parameters are the least biased especially using higher-order derivative information with the Bayesian estimator. Finally, an empirical example is provided to show the applicability of the approach.
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Affiliation(s)
- Young Won Cho
- Department of Human Development and Family Studies, The Pennsylvania State University, University Park, PA, USA
| | - Sy-Miin Chow
- Department of Human Development and Family Studies, The Pennsylvania State University, University Park, PA, USA
- Social Science Research Institute, The Pennsylvania State University, University Park, PA, USA
| | - Christina M Marini
- Department of Psychology, Gordon F. Derner School of Psychology, Adelphi University, Garden City, NY, USA
| | - Lynn M Martire
- Department of Human Development and Family Studies, The Pennsylvania State University, University Park, PA, USA
- The Center for Healthy Aging, The Pennsylvania State University, University Park, PA, USA
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Han A, Malone LA, Lee HY, Gong J, Henry R, Zhu X, Yuen HK. The use of ecological momentary assessment for family caregivers of adults with chronic conditions: A systematic review. Health Psychol Res 2024; 12:93907. [PMID: 38435338 PMCID: PMC10908591 DOI: 10.52965/001c.93907] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2023] [Accepted: 02/05/2024] [Indexed: 03/05/2024] Open
Abstract
Background Ecological momentary assessment (EMA) as a real-time data collection method can provide insight into the daily experiences of family caregivers. Purpose This systematic review aimed to synthesize studies involving EMA completed by family caregivers of adults with chronic conditions. Methods A systematic search was conducted within six databases for articles published from the inception of the database through September 2023. We extracted the characteristics of the included studies and data on EMA-specific methods to determine the quality of the included studies. Results A total of 12 studies involving EMA completed by family caregivers of adults with chronic conditions were identified, with almost all studies focused on caregivers of persons with Alzheimer's or dementia-related conditions. The average compliance rate across the included studies was 75%, below the recommended rate. In addition, most of the included studies did not collect the family caregivers' daily activities and care contexts in their responses (i.e., affect, stress, well-being, care demand, and fatigue) to the EMA prompts. Discussion This review showed that using EMA to collect information on family caregivers of adults with chronic health conditions appeared feasible and acceptable. However, the methodology or design of using EMA to collect caregiver information in this population is still preliminary. The limited number of existing studies that have used EMA to capture the daily experiences of family caregivers does not provide key information that could improve understanding of caregivers' emotional experiences and well-being in real-life situations. We identified gaps in the literature that warrant additional EMA studies for this population.
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Affiliation(s)
- Areum Han
- Department of Occupational Therapy, University of Alabama at Birmingham
| | - Laurie A Malone
- Department of Occupational Therapy, University of Alabama at Birmingham
| | | | - Jiaqi Gong
- Department of Computer Science University of Alabama
| | - Ryan Henry
- Department of Computer Science University of Alabama
| | - Xishi Zhu
- Department of Computer Science University of Alabama
| | - Hon K Yuen
- Department of Occupational Therapy, University of Alabama at Birmingham
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Kyron MJ, Houghton S, Lawrence D, Page AC, Hunter SC, Gunasekera S. A Short-Form Measure of Loneliness to Predict Depression Symptoms Among Adolescents. Child Psychiatry Hum Dev 2023; 54:1760-1770. [PMID: 35622303 PMCID: PMC10581951 DOI: 10.1007/s10578-022-01370-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/28/2022] [Indexed: 11/24/2022]
Abstract
The purpose of this study was to produce a short-form measure of loneliness and assesses its prediction of depressive symptoms relative to a comprehensive measure. Western Australian adolescents completed the Friendship Related Loneliness and Isolation subscales of the Perth Aloneness Scale (PALs) three times over 18 months (T 1 n = 1538; T 2, n = 1683; T 3, n = 1406). Items were reduced while preserving predictability. Follow-up confirmatory factor analyses and predictive models with the reduced and full PALs were then tested. A reduced six-item scale (PALs-6) preserved the two-factor structure of the PALs and showed strong prediction of very elevated depressive symptoms (Sensitivity = 0.70, Specificity = 0.78, AUC = 0.81); it was less successful in predicting future symptoms (Sensitivity = 0.67, Specificity = 0.64, AUC = 0.74). The PALs-6 provides a brief measure of adolescent loneliness for clinicians and researchers that also predicts very elevated levels of depression.
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Affiliation(s)
- Michael J Kyron
- Graduate School of Education, University of Western Australia, Perth, WA, 6009, Australia
- School of Psychological Science, University of Western Australia, Perth, WA, Australia
| | - Stephen Houghton
- Graduate School of Education, University of Western Australia, Perth, WA, 6009, Australia.
- Department of Psychology, Glasgow Caledonian University, Glasgow, Scotland.
| | - David Lawrence
- Graduate School of Education, University of Western Australia, Perth, WA, 6009, Australia
| | - Andrew C Page
- School of Psychological Science, University of Western Australia, Perth, WA, Australia
| | - Simon C Hunter
- Graduate School of Education, University of Western Australia, Perth, WA, 6009, Australia
- Department of Psychology, Glasgow Caledonian University, Glasgow, Scotland
| | - Sashya Gunasekera
- Graduate School of Education, University of Western Australia, Perth, WA, 6009, Australia
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Monacelli G, Zhang L, Schlee W, Langguth B, Ward TE, Murphy TB. Adaptive data collection for intraindividual studies affected by adherence. Biom J 2023; 65:e2200203. [PMID: 37085745 DOI: 10.1002/bimj.202200203] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Revised: 02/06/2023] [Accepted: 02/10/2023] [Indexed: 04/23/2023]
Abstract
Recently, the use of mobile technologies in ecological momentary assessments (EMAs) and interventions has made it easier to collect data suitable for intraindividual variability studies in the medical field. Nevertheless, especially when self-reports are used during the data collection process, there are difficulties in balancing data quality and the burden placed on the subject. In this paper, we address this problem for a specific EMA setting that aims to submit a demanding task to subjects at high/low values of a self-reported variable. We adopt a dynamic approach inspired by control chart methods and design optimization techniques to obtain an EMA triggering mechanism for data collection that considers both the individual variability of the self-reported variable and of the adherence. We test the algorithm in both a simulation setting and with real, large-scale data from a tinnitus longitudinal study. A Wilcoxon signed rank test shows that the algorithm tends to have both a higher F1 score and utility than a random schedule and a rule-based algorithm with static thresholds, which are the current state-of-the-art approaches. In conclusion, the algorithm is proven effective in balancing data quality and the burden placed on the participants, especially in studies where data collection is impacted by adherence.
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Affiliation(s)
- Greta Monacelli
- School of Computing, Dublin City University, Dublin, Ireland
- Insight SFI Research Centre for Data Analytics, Dublin, Ireland
| | - Lili Zhang
- School of Computing, Dublin City University, Dublin, Ireland
- Insight SFI Research Centre for Data Analytics, Dublin, Ireland
| | - Winfried Schlee
- Department of Psychiatry and Psychotherapy, University of Regensburg, Regensburg, Germany
| | - Berthold Langguth
- Department of Psychiatry and Psychotherapy, University of Regensburg, Regensburg, Germany
| | - Tomás E Ward
- School of Computing, Dublin City University, Dublin, Ireland
- Insight SFI Research Centre for Data Analytics, Dublin, Ireland
| | - Thomas B Murphy
- Insight SFI Research Centre for Data Analytics, Dublin, Ireland
- School of Mathematics and Statistics, University College Dublin, Dublin, Ireland
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Li X, Tian L, Wang S. Impact of Social Interaction on Customer Engagement in China's Social Commerce-A Moderated Chain Mediation Model. Behav Sci (Basel) 2023; 13:541. [PMID: 37503988 PMCID: PMC10376239 DOI: 10.3390/bs13070541] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Revised: 06/23/2023] [Accepted: 06/26/2023] [Indexed: 07/29/2023] Open
Abstract
With the emergence of social commerce, customer engagement is increasingly considered as an important influencing factor for enterprises to maintain a competitive advantage. Despite the extensive literature examining the determinants of customer engagement in social commerce from the perspectives of platform functions and technical dimensions, discussions on social interaction remain rare. Based on a sample dataset of 460 valid questionnaires collected via an online survey within China, using the structural equation model, this study attempts to investigate the effect of social interaction on customer engagement. Specifically, it divides social interaction into two dimensions, namely information-oriented and relation-oriented interactions. It is found that both informational and relational interactions are essential for driving customer engagement. Social presence and customer trust sequentially mediate the effect of social interaction to enhance customer engagement. In other words, social interaction enhances the sense of social presence, which in turn heightens customer trust, ultimately spurring a greater customer engagement. Self-construal moderates the relationship between social interaction and customer engagement. For interdependent customers, the effect of social interaction on customer trust is particularly significant. This study provides novel insights into how and when social interaction shapes customer engagement, highlighting the mechanisms and boundary conditions involved in this relationship within a social commerce context, which can also offer practical guidance for platforms and merchants seeking to facilitate greater engagement among customers.
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Affiliation(s)
- Xuexin Li
- Business School, Faculty of Economics, Liaoning University, Shenyang 110136, China
| | - Ligang Tian
- Business School, Faculty of Economics, Liaoning University, Shenyang 110136, China
- School of Economics and Management, Yingkou Institute of Technology, Yingkou 115014, China
| | - Shulin Wang
- Sunwah International Business School, Faculty of Economics, Liaoning University, Shenyang 110136, China
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The importance of high quality real-life social interactions during the COVID-19 pandemic. Sci Rep 2023; 13:3675. [PMID: 36871079 PMCID: PMC9985477 DOI: 10.1038/s41598-023-30803-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Accepted: 03/01/2023] [Indexed: 03/06/2023] Open
Abstract
The coronavirus pandemic has brought about dramatic restrictions to real-life social interactions and a shift towards more online social encounters. Positive social interactions have been highlighted as an important protective factor, with previous studies suggesting an involvement of the amygdala in the relationship between social embeddedness and well-being. The present study investigated the effect of the quality of real-life and online social interactions on mood, and explored whether this association is affected by an individual's amygdala activity. Sixty-two participants of a longitudinal study took part in a one-week ecological momentary assessment (EMA) during the first lockdown, reporting their momentary well-being and their engagement in real-life and online social interactions eight times per day (N ~ 3000 observations). Amygdala activity was assessed before the pandemic during an emotion-processing task. Mixed models were calculated to estimate the association between social interactions and well-being, including two-way interactions to test for the moderating effect of amygdala activity. We found a positive relationship between real-life interactions and momentary well-being. In contrast, online interactions had no effect on well-being. Moreover, positive real-life social interactions augmented this social affective benefit, especially in individuals with higher amygdala being more sensitive to the interaction quality. Our findings demonstrate a mood-lifting effect of positive real-life social interactions during the pandemic, which was dependent on amygdala activity before the pandemic. As no corresponding effect was found between online social interactions and well-being, it can be concluded that increased online social interactions may not compensate for the absence of real-life social interactions.
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Goldman A, York Cornwell E. Stand by Me: Social Ties and Health in Real-Time. SOCIUS : SOCIOLOGICAL RESEARCH FOR A DYNAMIC WORLD 2023; 9:10.1177/23780231231171112. [PMID: 37822581 PMCID: PMC10566299 DOI: 10.1177/23780231231171112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/13/2023]
Abstract
Sociological research has documented myriad associations between individuals' overall social connectedness and health, but rarely considers the shorter-term dynamics of social life that may underlie these associations. We examine how being with others ("social accompaniment") is associated with momentary experiences of symptoms, drawing smartphone-based ecological momentary assessments (N=12,720) collected from 342 older adults from the Chicago Health and Activity in Real Time study. We find that patterns of social accompaniment are distinct from global measures of social integration such as network size. Older adults who are in the company of a friend or neighbor are significantly less likely to experience momentary fatigue and stress, even after accounting for overall measures of social integration. These results suggest that social accompaniment has unique implications for short-term health outcomes. New theoretical perspectives and empirical analyses are needed to better understand the dynamic nature of everyday social accompaniment and its longer-term implications for well-being.
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Affiliation(s)
- Alyssa Goldman
- Department of Sociology, Boston College, 140 Commonwealth Avenue, 424 McGuinn Hall, Chestnut Hill, MA 02467
| | - Erin York Cornwell
- Department of Sociology, Cornell University, 390 Uris Hall, Ithaca, NY 14853
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Perski O, Keller J, Kale D, Asare BYA, Schneider V, Powell D, Naughton F, ten Hoor G, Verboon P, Kwasnicka D. Understanding health behaviours in context: A systematic review and meta-analysis of ecological momentary assessment studies of five key health behaviours. Health Psychol Rev 2022; 16:576-601. [PMID: 35975950 PMCID: PMC9704370 DOI: 10.1080/17437199.2022.2112258] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Ecological Momentary Assessment (EMA) involves repeated, real-time sampling of health behaviours in context. We present the state-of-knowledge in EMA research focused on five key health behaviours (physical activity and sedentary behaviour, dietary behaviour, alcohol consumption, tobacco smoking, sexual health), summarising theoretical (e.g., psychological and contextual predictors) and methodological aspects (e.g., study characteristics, EMA adherence). We searched Ovid MEDLINE, Embase, PsycINFO and Web of Science until February 2021. We included studies focused on any of the aforementioned health behaviours in adult, non-clinical populations that assessed ≥1 psychological/contextual predictor and reported a predictor-behaviour association. A narrative synthesis and random-effects meta-analyses of EMA adherence were conducted. We included 633 studies. The median study duration was 14 days. The most frequently assessed predictors were 'negative feeling states' (21%) and 'motivation and goals' (16.5%). The pooled percentage of EMA adherence was high at 81.4% (95% CI = 80.0%, 82.8%, k = 348) and did not differ by target behaviour but was somewhat higher in student (vs. general population) samples, when EMAs were delivered via mobile phones/smartphones (vs. handheld devices), and when event contingent (vs. fixed) sampling was used. This review showcases how the EMA method has been applied to improve understanding and prediction of health behaviours in context.
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Affiliation(s)
- Olga Perski
- Department of Behavioural Science and Health, University College London, London, United Kingdom, Olga Perski
| | - Jan Keller
- Department of Education and Psychology, Freie Universität Berlin, Berlin, Germany
| | - Dimitra Kale
- Department of Behavioural Science and Health, University College London, London, United Kingdom
| | - Bernard Yeboah-Asiamah Asare
- Curtin School of Population Health, Curtin University, Perth, Australia,Health Psychology, Institute of Applied Health Sciences, University of Aberdeen, Aberdeen, United Kingdom
| | - Verena Schneider
- Department of Behavioural Science and Health, University College London, London, United Kingdom
| | - Daniel Powell
- Health Psychology, Institute of Applied Health Sciences, University of Aberdeen, Aberdeen, United Kingdom,Rowett Institute, University of Aberdeen, Aberdeen, United Kingdom
| | - Felix Naughton
- Behavioural and Implementation Science Research Group, School of Health Sciences, University of East Anglia, Norwich, United Kingdom
| | - Gill ten Hoor
- Department of Work and Social Psychology, Faculty of Psychology and Neurosciences, Maastricht University, Maastricht, The Netherlands
| | - Peter Verboon
- Faculty of Psychology, Open University, Heerlen, The Netherlands
| | - Dominika Kwasnicka
- Faculty of Psychology, SWPS University of Social Sciences and Humanities, Wroclaw, Poland,NHMRC CRE in Digital Technology to Transform Chronic Disease Outcomes, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Australia
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Kraut RE, Li H, Zhu H. Mental health during the COVID-19 pandemic: Impacts of disease, social isolation, and financial stressors. PLoS One 2022; 17:e0277562. [PMID: 36417414 PMCID: PMC9683625 DOI: 10.1371/journal.pone.0277562] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2022] [Accepted: 10/30/2022] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND Although research shows that the Covid-19 pandemic has led to declines in mental health, the existing research has not identified the pathways through which this decline happens. AIMS The current study identifies the distinct pathways through which COVID-induced stressors (i.e., social distancing, disease risk, and financial stressors) trigger mental distress and examines the causal impact of these stressors on mental distress. METHODS We combined evidence of objective pandemic-related stressors collected at the county level (e.g., lack of social contact, infection rates, and unemployment rates) with self-reported survey data from over 11.5 million adult respondents in the United States collected daily for eight months. We used mediation analysis to examine the extent to which the objective stressors influenced mental health by influencing individual respondents' behavior and fears. RESULTS County-level, day-to-day social distancing predicted significantly greater mental distress, both directly and indirectly through its effects on individual social contacts, worries about getting ill, and concerns about finances. Economic hardships were indirectly linked to increased mental distress by elevating people's concerns about their household's finances. Disease threats were both directly linked to mental distress and indirectly through its effects on individual worries about getting ill. Although one might expect that social distancing from people outside the home would have a greater influence on people who live alone, sub-analyses based on household composition do not support this expectation. CONCLUSION This research provides evidence consistent with the thesis that the COVID-19 pandemic harmed the mental well-being of adults in the United States and identifies specific stressors associated with the pandemic that are responsible for increasing mental distress.
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Affiliation(s)
- Robert E. Kraut
- Human-Computer Interaction Institute & Tepper School of Business, Carnegie Mellon University, Pittsburgh, Pennsylvania, United States of America
- * E-mail:
| | - Han Li
- School of Journalism, Fudan University, Shanghai, China
| | - Haiyi Zhu
- Human-Computer Interaction Institute, Carnegie Mellon University, Pittsburgh, Pennsylvania, United States of America
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12
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Lüdtke T, Westermann S. Negative expectations regarding interpersonal interactions in daily life are associated with subclinical depressive symptoms in a student sample: A prospective experience sampling study. MOTIVATION AND EMOTION 2022. [DOI: 10.1007/s11031-022-09985-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
AbstractDysfunctional expectations and interpersonal problems are associated with depression, so we measured expected emotions towards interaction partners and compared them with actual emotions. We hypothesized that, between persons, individuals with higher subclinical depression would display stronger, more stable, and less accurate negative expectations. Within persons, we hypothesized that momentary negative expectations would predict subsequent negative affect. Fifty-three students completed 6 days of Experience Sampling, consisting of one morning expectation-assessment (9 am), three assessments on actual interpersonal emotions (1 pm, 5 pm, 9 pm), and six random affect-assessments. We regressed expected emotions, experienced emotions, expectation fluctuations, and expectation violations on subclinical depression. Using mixed model analyses, we further examined whether negative expectations preceded negative affect, and whether expectation violations preceded adjustments of expectations. Higher subclinical depression predicted more negative expectations. Within persons, worse-than-expected interpersonal interactions preceded negative affect whereas better-than-expected interactions preceded reductions of negative expectations. Despite problems with skewed data, our approach appears well-suited to examine interpersonal expectations in vivo.
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McGowan AL, Parkes L, He X, Stanoi O, Kang Y, Lomax S, Jovanova M, Mucha PJ, Ochsner KN, Falk EB, Bassett DS, Lydon-Staley DM. Controllability of Structural Brain Networks and the Waxing and Waning of Negative Affect in Daily Life. BIOLOGICAL PSYCHIATRY GLOBAL OPEN SCIENCE 2022; 2:432-439. [PMID: 36324655 PMCID: PMC9616346 DOI: 10.1016/j.bpsgos.2021.11.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Revised: 11/05/2021] [Accepted: 11/10/2021] [Indexed: 11/20/2022] Open
Abstract
Background The waxing and waning of negative affect in daily life is normative, reflecting an adaptive capacity to respond flexibly to changing circumstances. However, understanding of the brain structure correlates of affective variability in naturalistic settings has been limited. Using network control theory, we examine facets of brain structure that may enable negative affect variability in daily life. Methods We used diffusion-weighted imaging data from 95 young adults (age [in years]: mean = 20.19, SD = 1.80; 56 women) to construct structural connectivity networks that map white matter fiber connections between 200 cortical and 14 subcortical regions. We applied network control theory to these structural networks to estimate the degree to which each brain region's pattern of structural connectivity facilitates the spread of activity to other brain systems. We examined how the average controllability of functional brain systems relates to negative affect variability, computed by taking the standard deviation of negative affect self-reports collected via smartphone-based experience sampling twice per day over 28 days as participants went about their daily lives. Results We found that high average controllability of the cingulo-insular system is associated with increased negative affect variability. We also found that greater negative affect variability is related to the presence of more depressive symptoms, yet average controllability of the cingulo-insular system was not associated with depressive symptoms. Conclusions Our results highlight the role that brain structure plays in affective dynamics as observed in the context of daily life, suggesting that average controllability of the cingulo-insular system promotes normative negative affect variability.
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Affiliation(s)
- Amanda L. McGowan
- Annenberg School for Communication, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Linden Parkes
- Department of Bioengineering, School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Xiaosong He
- Department of Bioengineering, School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, Pennsylvania
- Department of Psychology, School of Humanities and Social Sciences, University of Science and Technology of China, Hefei, P.R. China
| | - Ovidia Stanoi
- Department of Psychology, Columbia University, New York, New York
| | - Yoona Kang
- Annenberg School for Communication, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Silicia Lomax
- Annenberg School for Communication, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Mia Jovanova
- Annenberg School for Communication, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Peter J. Mucha
- Department of Mathematics and Applied Physical Sciences, University of North Carolina, Chapel Hill, North Carolina
| | - Kevin N. Ochsner
- Department of Psychology, Columbia University, New York, New York
| | - Emily B. Falk
- Annenberg School for Communication, University of Pennsylvania, Philadelphia, Pennsylvania
- Department of Psychology, University of Pennsylvania, Philadelphia, Pennsylvania
- Marketing Department, Wharton School, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Dani S. Bassett
- Department of Bioengineering, School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, Pennsylvania
- Department of Electrical & Systems Engineering, School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, Pennsylvania
- Department of Physics & Astronomy, College of Arts and Sciences, University of Pennsylvania, Philadelphia, Pennsylvania
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
- Santa Fe Institute, Santa Fe, New Mexico
| | - David M. Lydon-Staley
- Annenberg School for Communication, University of Pennsylvania, Philadelphia, Pennsylvania
- Department of Bioengineering, School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, Pennsylvania
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania
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14
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Pizarro JJ, Zumeta LN, Bouchat P, Włodarczyk A, Rimé B, Basabe N, Amutio A, Páez D. Emotional processes, collective behavior, and social movements: A meta-analytic review of collective effervescence outcomes during collective gatherings and demonstrations. Front Psychol 2022; 13:974683. [PMID: 36118463 PMCID: PMC9473704 DOI: 10.3389/fpsyg.2022.974683] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Accepted: 08/01/2022] [Indexed: 11/13/2022] Open
Abstract
In this article, we review the conceptions of Collective Effervescence (CE) –a state of intense shared emotional activation and sense of unison that emerges during instances of collective behavior, like demonstrations, rituals, ceremonies, celebrations, and others– and empirical approaches oriented at measuring it. The first section starts examining Émile Durkheim's classical conception on CE, and then, the integrative one proposed by the sociologist Randall Collins, leading to a multi-faceted experience of synchronization. Then, we analyze the construct as a process emerging in collective encounters when individuals contact with social ideal and values, referring to the classical work of Serge Moscovici as well as those more recent empirical approaches. Third, we consider CE as a set of intense positive emotions linked to processes of group identification, as proposed by authors of the Social Identity Theory tradition. Finally, we describe CE from the perspective of self-transcendence (e.g., emotions, experiences), and propose a unified description of this construct. The second section shows the results of a meta-analytical integration (k = 50, N = 182,738) aimed at analyzing CE's proximal effects or construct validity (i.e., Individual Emotions and Communal Sharing) as well as its association with more distal variables, such as Collective Emotions, Social Integration, Social Values and Beliefs and Empowerment. Results indicate that CE strongly associates with Individual Emotions –in particular, Self-Transcendent Emotions– and Communal Sharing constructs (e.g., Group Identity, Fusion of Identity), providing construct validity. Among the distal effects of CE, it is associated with Collective Positive Emotions, long-term Social Integration (e.g., Ingroup Commitment), Social Values and Beliefs and Empowerment-related variables (e.g., Wellbeing, Collective Efficacy, Collective Self-Esteem). Among the moderation analyses carried out (e.g., study design, CE scale, type of collective gathering), the effects of CE in demonstrations are noticeable, where this variable is a factor that favors other variables that make collective action possible, such as Group Identity (rpooled = 0.52), Collective Efficacy (rpooled = 0.37), Negative and Self-Transcendent Emotions (rpooled = 0.14 and 0.58), and Morality-related beliefs (rpooled = 0.43).
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Affiliation(s)
- José J. Pizarro
- Faculty of Psychology, University of the Basque Country, San Sebastian, Spain
- Escuela de Psicología, Universidad Católica del Norte, Antofagasta, Chile
- *Correspondence: José J. Pizarro
| | - Larraitz N. Zumeta
- Faculty of Psychology, University of the Basque Country, San Sebastian, Spain
| | - Pierre Bouchat
- Université de Lorraine, Équipe PerSEUS (EA 7312), Metz, France
| | - Anna Włodarczyk
- Escuela de Psicología, Universidad Católica del Norte, Antofagasta, Chile
| | - Bernard Rimé
- Department of Psychology, Université catholique de Louvain, Ottignies-Louvain-la-Neuve, Belgium
| | - Nekane Basabe
- Faculty of Psychology, University of the Basque Country, San Sebastian, Spain
| | - Alberto Amutio
- Faculty of Psychology, University of the Basque Country, San Sebastian, Spain
- Facultad de Educación y Ciencias Sociales, Universidad Andrés Bello, Santiago, Chile
| | - Darío Páez
- Faculty of Psychology, University of the Basque Country, San Sebastian, Spain
- Facultad de Educación y Ciencias Sociales, Universidad Andrés Bello, Santiago, Chile
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15
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Chen S, Liu H, Lou VWQ. Monitoring daily well-being and meaning-making tendencies among adult child working dementia caregivers: validating an experience sampling study protocol. BMC Geriatr 2022; 22:714. [PMID: 36038849 PMCID: PMC9421635 DOI: 10.1186/s12877-022-03372-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2021] [Accepted: 08/03/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Although the experience sampling method offers advantages for gerontological research, it has seldom been applied to examine well-being and meaning-making tendencies among adult children working caregivers of parents with dementia and thus lacks empirical support for such applications. In response, we aimed to validate the proposed protocol's participation status, feasibility, usability, and ecological validity. METHODS For 15 consecutive days, 100 adult child working dementia caregivers participated in our study via web-based assessments on their digital devices. The protocol was first adjusted based on a series of pilot interviews with eight volunteer dementia caregivers. Participants' compliance and preferred times for activities along with the protocol's feasibility, usability, and ecological validity were evaluated in a follow-up session with all participants. RESULTS The protocol was adjusted in light of recruitment details, user interfaces, the reminder mechanism, and reference time for assessments. The general compliance rate was 93.3%. Preference times for assessments of work (10 a.m. to 3 p.m.), care (6-8 p.m.), and personal activities (7-10 p.m.) were identified. The protocol was generally considered to be feasible and easy to use, and ecological validity analysis indicated that the collected data adequately represented real-world data. CONCLUSIONS Our study provides empirical evidence to support an innovative protocol and evaluate its implementation so that future studies using it can better investigate the relationship between meaning-making tendencies and well-being among adult child working caregivers for parents with dementia.
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Affiliation(s)
- Shuangzhou Chen
- Department of Social Work and Social Administration, University of Hong Kong, Hong Kong, China
| | - Huiying Liu
- Department of Sociology, Central South University, Changsha, China
| | - Vivian W Q Lou
- Department of Social Work and Social Administration, University of Hong Kong, Hong Kong, China. .,Sau Po Centre on Ageing, University of Hong Kong, Hong Kong, China.
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16
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Arigo D, Brown MM, Shank F, Young CM. Ecological Momentary Assessment of Associations Between Social Interactions and Physical Activity Outcomes Among Women in Midlife With CVD Risk Conditions. Ann Behav Med 2022; 57:50-60. [PMID: 35916784 PMCID: PMC9773504 DOI: 10.1093/abm/kaac031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND Risk for cardiovascular disease is particularly high among women in midlife (ages 40-60). Moderate-to-vigorous-intensity physical activity (PA) can protect against risk during this time, and research is needed to understand contributors to PA motivation and behavior in daily life. PURPOSE This study used ecological momentary assessment to examine: (a) within-person associations between social interactions (both quantity and quality) and PA outcomes (motivation and behavior) among women in midlife, and (b) variability in within-person associations across days. METHODS Women ages 40-60 with one or more cardiovascular disease risk conditions (e.g., hypertension; n = 75; MAge = 51.6 years, MBMI = 34.0 kg/m2) wore waistband accelerometers and completed five surveys per day for 10 days. RESULTS Controlling for social interactions overall, at times when women reported a higher number of positive interactions, they reported higher PA motivation; this association was negative for both the number and valence of negative interactions. At times when women experienced a higher number of interactions overall, they engaged in fewer subsequent minutes of moderate-to-vigorous-intensity PA, though reports of positive and negative interactions were not associated with moderate-to-vigorous-intensity PA behavior. Importantly, the direction of these within-person associations differed between days of observation (positive associations on ~50% of days and negative associations on ~50% of days). CONCLUSIONS Findings show that social interactions influence PA motivation and behavior among women in midlife but that these influences are inconsistent, suggesting the need for careful consideration of how to engage social interactions to promote PA in this group.
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Affiliation(s)
| | - Megan M Brown
- Department of Psychology, Rowan University, 201 Mullica Hill Road, Glassboro, NJ 08028, USA
| | - Faith Shank
- Department of Psychology, Rowan University, 201 Mullica Hill Road, Glassboro, NJ 08028, USA
| | - Chelsie M Young
- Department of Psychology, Rowan University, 201 Mullica Hill Road, Glassboro, NJ 08028, USA
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17
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How Stable, Really? Traditional and Nonlinear Dynamics Approaches to Studying Temporal Fluctuations in Personality and Affect. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19138008. [PMID: 35805667 PMCID: PMC9265719 DOI: 10.3390/ijerph19138008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Revised: 06/03/2022] [Accepted: 06/20/2022] [Indexed: 11/17/2022]
Abstract
A pair of quantitative case studies is presented to demonstrate how different approaches to quantifying temporal variability in ratings of traits and affect can provide rich information for personality researchers. Data are presented and analyzed from two college students who completed an Ecological Momentary Assessment protocol sampling ratings of affect and traits up to 24 times daily for one week. Both classical and nonlinear data analytic techniques were applied to the data to summarize and examine the temporal dynamics of both traits and affect. For the purposes of exposition, one Big Five trait rating, extraversion, and the PANAS positive and negative affects, are discussed. The results support previous research demonstrating a high degree of variability in ratings of both traits and affect over time. Analyses using nonlinear and complexity expand on these findings and suggest temporal patterning as well as disorder; implications of phase portraits for understanding variability are discussed. The findings are discussed in light of a processing dynamics approach to resolving the role of variability in understanding personality.
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18
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Mak HW, Wang D, Stone AA. Momentary social interactions and affect in later life varied across the early stages of the COVID-19 pandemic. PLoS One 2022; 17:e0267790. [PMID: 35486656 PMCID: PMC9053774 DOI: 10.1371/journal.pone.0267790] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Accepted: 04/14/2022] [Indexed: 11/25/2022] Open
Abstract
The COVID-19 pandemic has impacted many different facets of life. The infectious nature of the disease has led to significant changes in social interactions in everyday life. The present study examined how older adults' patterns of everyday momentary social interactions (i.e., with no one, partner, family, and friends) and their affect varied across the early stages of the pandemic and whether the magnitude of affective benefits associated with social interactions changed across time. A total of 188 adults aged 50 or above (Mage = 62.05) completed momentary assessments in early March, late March, May, and July 2020. Overall, older adults spent more time in solitude and less time interacting with their friends after the declaration of the pandemic. Further, negative affect (NA) spiked after the pandemic declaration and then returned to pre-pandemic level. Finally, momentary interactions with close social ties were consistently associated with higher positive affect (PA) and lower NA whereas momentary solitude was associated with lower PA, but not related to NA. The magnitude of associations between specific social interactions (or solitude) and affect varied across time, and the onset of the pandemic appeared associated with this variation. During the presumably most stressful period, solitude was not associated with lower PA and family interaction was not associated with higher PA as they were at other times. Further, interactions with friends seemed to have diminished affective benefits following the onset of the pandemic.
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Affiliation(s)
- Hio Wa Mak
- Dornsife Center for Self-Report Science, Center for Economic and Social Research, University of Southern California, Los Angeles, California, United States of America
| | - Diana Wang
- Dornsife Center for Self-Report Science, Center for Economic and Social Research, University of Southern California, Los Angeles, California, United States of America
| | - Arthur A. Stone
- Dornsife Center for Self-Report Science, Center for Economic and Social Research, University of Southern California, Los Angeles, California, United States of America
- Department of Psychology, University of Southern California, Los Angeles, California, United States of America
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19
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Na M, Dou N, Liao Y, Rincon SJ, Francis LA, Graham-Engeland JE, Murray-Kolb LE, Li R. Daily Food Insecurity Predicts Lower Positive and Higher Negative Affect: An Ecological Momentary Assessment Study. Front Nutr 2022; 9:790519. [PMID: 35399670 PMCID: PMC8990300 DOI: 10.3389/fnut.2022.790519] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Accepted: 02/10/2022] [Indexed: 12/28/2022] Open
Abstract
Food insecurity (FI) is a dynamic phenomenon, and its association with daily affect is unknown. We explored the association between daily FI and affect among low-income adults during a 2-seasonal-month period that covered days both pre- and during the COVID-19 pandemic. A total of 29 healthy low-income adults were recruited during fall in 2019 or 2020, 25 of whom were followed in winter in 2020 or 2021. Daily FI (measured once daily) and affect (measured 5 times daily) were collected over the 2nd−4th week in each month. Time-Varying-Effect-Models were used to estimate the association between daily FI and positive/negative affect (PA/NA). Overall, 902 person-days of daily-level data were collected. Daily FI was associated with lower PA in the 3rd and 4th week of fall and winter and with higher NA in the second half of winter months. Similar patterns of FI-affect relations were found pre- and during COVID-19 in the second half of a given month, while unique patterns of positive affect scores in the 2nd week and negative scores in the 1st week were only observed during COVID days. Our study supports a time-varying association between FI and affect in low-income adults. Future large studies are needed to verify the findings; ultimately, better understanding such associations may help identify, target, and intervene in food insecure adults to prevent adverse mental health outcomes.
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Affiliation(s)
- Muzi Na
- Department of Nutritional Sciences, The Pennsylvania State University, University Park, PA, United States
| | - Nan Dou
- Department of Nutritional Sciences, The Pennsylvania State University, University Park, PA, United States
| | - Yujie Liao
- Department of Statistics, The Pennsylvania State University, University Park, PA, United States
| | - Sara Jimenez Rincon
- Department of Nutritional Sciences, The Pennsylvania State University, University Park, PA, United States.,Department of Biobehavioral Health, The Pennsylvania State University, University Park, PA, United States
| | - Lori A Francis
- Department of Biobehavioral Health, The Pennsylvania State University, University Park, PA, United States
| | - Jennifer E Graham-Engeland
- Department of Biobehavioral Health, The Pennsylvania State University, University Park, PA, United States
| | - Laura E Murray-Kolb
- Department of Nutrition Science, Purdue University, West Lafayette, IN, United States
| | - Runze Li
- Department of Statistics, The Pennsylvania State University, University Park, PA, United States
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20
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Mölsä ME, Lax M, Korhonen J, Gumpel TP, Söderberg P. The Experience Sampling Method in Monitoring Social Interactions Among Children and Adolescents in School: A Systematic Literature Review. Front Psychol 2022; 13:844698. [PMID: 35444596 PMCID: PMC9013852 DOI: 10.3389/fpsyg.2022.844698] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2021] [Accepted: 03/11/2022] [Indexed: 11/16/2022] Open
Abstract
Background The experience sampling method (ESM) is an increasingly popular data collection method to assess interpersonal dynamics in everyday life and emotions contextualized in real-world settings. As primary advantages of ESM sampling strategies include minimization of memory biases, maximization of ecological validity, and hypothesis testing at the between- and within-person levels, ESM is suggested to be appropriate for studying the daily lives of educational actors. However, ESM appears to be underutilized in education research. We, thus, aimed to systematically evaluate the methodological characteristics and quality of published ESM studies of social interactions among children and adolescents in school settings, as well as to explore how much variance in social interaction variables could be attributed to the within-person level. Method Using Academic Search Complete, APA PsycINFO, APA PsycArticles, ProQuest, Web of Science, Wiley Online Library, and SAGE Journals, and in accordance with PRISMA guidelines and pre-defined eligibility criteria, we conducted a systematic literature search of experience sampling studies up to November 2020. To assess methodological quality, we used a modified checklist for reporting of ESM studies. Results Of the originally 2 413 identified studies, a final 52 experience sampling studies were included in the present review. Findings on sample and study design characteristics generally revealed wide variability. Even if high-quality studies were associated with higher scores on the training of participants in using the ESM procedure, and use of incentives, these design strategies did not reveal a statistically significant impact on compliance. The intraclass correlation coefficient was reported in nine studies and on average 58% of the variance in social interaction variables could be attributed to within-person fluctuation between timepoints. Conclusion The current study is the first to systematically review ESM-based studies on social interactions among children and adolescents in the school context. These observations suggest that ESM is a potentially favorable technique for extracting complex social phenomena in real-world settings. We hope that this review will contribute to improving the quality assessment of ESM studies as well as to inform and guide future experience sampling studies, particularly regarding social phenomena with children and adolescents in educational settings.
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Affiliation(s)
- Martina E Mölsä
- Department of Developmental Psychology, Faculty of Education and Welfare Studies, Åbo Akademi University, Vaasa, Finland
| | - Mikael Lax
- Department of Developmental Psychology, Faculty of Education and Welfare Studies, Åbo Akademi University, Vaasa, Finland
| | - Johan Korhonen
- Department of Developmental Psychology, Faculty of Education and Welfare Studies, Åbo Akademi University, Vaasa, Finland
| | - Thomas P Gumpel
- School of Education, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Patrik Söderberg
- Department of Developmental Psychology, Faculty of Education and Welfare Studies, Åbo Akademi University, Vaasa, Finland
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21
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Bülow A, van Roekel E, Boele S, Denissen JJA, Keijsers L. Parent-adolescent interaction quality and adolescent affect-An experience sampling study on effect heterogeneity. Child Dev 2022; 93:e315-e331. [PMID: 35099070 PMCID: PMC9303236 DOI: 10.1111/cdev.13733] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Revised: 12/15/2021] [Accepted: 12/21/2021] [Indexed: 12/16/2022]
Abstract
Person–environment interactions might ultimately drive longer term development. This experience sampling study (Data collection: 2019/20 the Netherlands) assessed short‐term linkages between parent–adolescent interaction quality and affect during 2281 interactions of 124 adolescents (Mage = 15.80, SDage = 1.69, 59% girls, 92% Dutch, Education: 25% low, 31% middle, 35% high, 9% other). Adolescents reported on parent–adolescent interaction quality (i.e., warmth and conflict) and momentary positive and negative affect five to six times a day, for 14 days. Preregistered dynamic structural equation models (DSEM) revealed within‐family associations between parent–adolescent interaction quality and adolescent affect (concurrently: r = −.22 to .39; lagged effects: ß = −.17 to .15). These effects varied significantly between families. These findings stress the need for more person‐specific research on parenting processes.
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Affiliation(s)
- Anne Bülow
- Department of Psychology, Education & Child Studies, Erasmus University Rotterdam, Rotterdam, The Netherlands.,Department of Developmental Psychology, Tilburg University, Tilburg, The Netherlands
| | - Eeske van Roekel
- Department of Developmental Psychology, Tilburg University, Tilburg, The Netherlands
| | - Savannah Boele
- Department of Psychology, Education & Child Studies, Erasmus University Rotterdam, Rotterdam, The Netherlands.,Department of Developmental Psychology, Tilburg University, Tilburg, The Netherlands
| | - Jaap J A Denissen
- Department of Developmental Psychology, Utrecht University, Utrecht, The Netherlands
| | - Loes Keijsers
- Department of Psychology, Education & Child Studies, Erasmus University Rotterdam, Rotterdam, The Netherlands
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22
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Tse DCK, Lay JC, Nakamura J. Autonomy Matters: Experiential and Individual Differences in Chosen and Unchosen Solitary Activities From Three Experience Sampling Studies. SOCIAL PSYCHOLOGICAL AND PERSONALITY SCIENCE 2021. [DOI: 10.1177/19485506211048066] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Solitude––the absence of social interaction––can bring both positive and negative experiences. Drawing on self-determination theory, we conducted three experience sampling studies to investigate quality of experience and dispositions associated with activities varying on two dimensions––chosenness (chosen/unchosen) and social context (solitary/interactive). Participants (total N = 283) completed surveys 6–7 times each day over a 7-day period (total: 8,769 surveys). Multilevel modeling confirmed that participants reported the lowest quality momentary experiences when engaged in unchosen (vs. chosen) solitary activities. Further, individuals who spent more time on unchosen solitary activities reported lower meaning in life and satisfaction with life. Extraversion was positively associated with time spent on chosen interactive activities but negatively with chosen solitary activities. Post hoc analyses revealed that people low (vs. high) in extraversion reported lower productivity only during unchosen interactive activities. Chosen (vs. unchosen) solitary activities seem to have a relatively benign impact on quality of experience and well-being.
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Affiliation(s)
- Dwight C. K. Tse
- University of Strathclyde, Glasgow, UK
- Claremont Graduate University, Claremont, CA, USA
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23
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The effects of assessment intensity on participant burden, compliance, within-person variance, and within-person relationships in ambulatory assessment. Behav Res Methods 2021; 54:1541-1558. [PMID: 34505997 PMCID: PMC9374628 DOI: 10.3758/s13428-021-01683-6] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/09/2021] [Indexed: 11/14/2022]
Abstract
Considering the very large number of studies that have applied ambulatory assessment (AA) in the last decade across diverse fields of research, knowledge about the effects that these design choices have on participants’ perceived burden, data quantity (i.e., compliance with the AA protocol), and data quality (e.g., within-person relationships between time-varying variables) is surprisingly restricted. The aim of the current research was to experimentally manipulate aspects of an AA study’s assessment intensity—sampling frequency (Study 1) and questionnaire length (Study 2)—and to investigate their impact on perceived burden, compliance, within-person variability, and within-person relationships between time-varying variables. In Study 1, students (n = 313) received either 3 or 9 questionnaires per day for the first 7 days of the study. In Study 2, students (n = 282) received either a 33- or 82-item questionnaire three times a day for 14 days. Within-person variability and within-person relationships were investigated with respect to momentary pleasant-unpleasant mood and state extraversion. The results of Study 1 showed that a higher sampling frequency increased perceived burden but did not affect the other aspects we investigated. In Study 2, longer questionnaire length did not affect perceived burden or compliance but yielded a smaller degree of within-person variability in momentary mood (but not in state extraversion) and a smaller within-person relationship between state extraversion and mood. Differences between Studies 1 and 2 with respect to the type of manipulation of assessment intensity are discussed.
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24
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Joseph NT, Chow EC, Peterson LM, Kamarck TW, Clinton M, DeBruin M. What Can We Learn From More Than 140,000 Moments of Ecological Momentary Assessment-Assessed Negative Emotion and Ambulatory Blood Pressure? A Systematic Review and Meta-Analysis. Psychosom Med 2021; 83:746-755. [PMID: 34267091 DOI: 10.1097/psy.0000000000000966] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVE Two decades of research has examined within-person associations between negative emotion states and ambulatory blood pressure (ABP) using ecological momentary assessment (EMA), but no meta-analysis has been conducted. We conducted this systematic review and meta-analysis to quantify the magnitude of this association and identify moderators, review strengths and weaknesses in conceptual and measurement approaches, and provide recommendations. METHODS We searched databases (PsycINFO, PubMed), identified 15 studies, and obtained data from 13 studies (n = 2511; 142,307 observations). RESULTS Random-effects meta-analyses demonstrated small effect r values between momentary negative emotions and systolic ABP (r = 0.06) and diastolic ABP (r = 0.05; p values < .001). Meta-regressions found that effects were larger among studies focused on anxiety, multidimensional negative emotions, predominantly female samples, or less observations of each participant (p values from .003 to .049). A qualitative review found that few studies examined moderators contributing to the substantial interindividual differences in this association. CONCLUSIONS The small association between momentary negative emotion and ABP extends laboratory findings on the association between the experiential and physiological aspects of emotion to the daily, natural emotional experiences of individuals. This literature could be strengthened by determining interindividual and intraindividual moderators of this association (e.g., trait negative emotion and state positive emotion), examining differential associations of different negative emotions with ABP, and standardizing EMA protocols. Although the effect is small, to the extent that repeated emotion-related cardiovascular reactivity may contribute to cardiovascular disease risk, identifying daily life triggers of emotion is important.
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Affiliation(s)
- Nataria T Joseph
- From the Department of Psychology (Joseph, Chow), Pepperdine University, Malibu, California; Department of Psychology (Peterson), Bryn Mawr College, Bryn Mawr; Departments of Psychology and Psychiatry (Kamarck), University of Pittsburgh, Pittsburgh, Pennsylvania; McGovern Medical School, University of Texas Health Science Center at Houston, Houston, Texas (Clinton); and Department of Psychology, Fuller Theological Seminary, Pasadena, California (DeBruin)
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25
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Kwasnicka D, Kale D, Schneider V, Keller J, Yeboah-Asiamah Asare B, Powell D, Naughton F, Ten Hoor GA, Verboon P, Perski O. Systematic review of ecological momentary assessment (EMA) studies of five public health-related behaviours: review protocol. BMJ Open 2021; 11:e046435. [PMID: 34272218 PMCID: PMC8287614 DOI: 10.1136/bmjopen-2020-046435] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
INTRODUCTION Ecological momentary assessment (EMA) involves repeated, real-time assessments of phenomena (eg, cognitions, emotions, behaviours) over a period of time in naturalistic settings. EMA is increasingly used to study both within-person and between-person processes. We will review EMA studies investigating key health behaviours and synthesise: (1) study characteristics (eg, frequency of assessments, adherence, incentives), (2) associations between psychological predictors and behaviours and (3) moderators of adherence to EMA protocols. METHODS AND ANALYSIS This review will focus on EMA studies conducted across five public health behaviours in adult, non-clinical populations: movement behaviour (including physical activity and sedentary behaviour), dietary behaviour, alcohol consumption, tobacco smoking and preventive sexual health behaviours. Studies need to have assessed at least one psychological or contextual predictor of these behaviours. Studies reporting exclusively on physiological outcomes (eg, cortisol) or those not conducted under free-living conditions will be excluded. We will search OVID MEDLINE, Embase, PsycINFO and Web of Science using terms relevant to EMA and the selected health behaviours. Reference lists of existing systematic reviews of EMA studies will be hand searched. Identified articles will be screened by two reviewers. This review is expected to provide a comprehensive summary of EMA studies assessing psychological or contextual predictors of five public health behaviours. ETHICS AND DISSEMINATION The results will be disseminated through peer-reviewed publications and presentations. Data from included studies will be made available to other researchers. No ethics are required. PROSPERO REGISTRATION NUMBER CRD42020168314.
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Affiliation(s)
- Dominika Kwasnicka
- Faculty of Psychology, SWPS University of Social Sciences and Humanities, Wroclaw, Poland
- NHMRC CRE in Digital Technology to Transform Chronic Disease Outcomes, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria, Australia
| | - Dimitra Kale
- Department of Behavioural Science and Health, Institute of Epidemiology and Health Care, Faculty of Population Health Sciences, University College London, London, UK
| | - Verena Schneider
- Department of Behavioural Science and Health, Institute of Epidemiology and Health Care, Faculty of Population Health Sciences, University College London, London, UK
| | - Jan Keller
- Department of Education and Psychology, Freie Universität Berlin, Berlin, Germany
| | - Bernard Yeboah-Asiamah Asare
- Curtin School of Population Health, Curtin University, Perth, Western Australia, Australia
- Health Psychology, Institute of Applied Health Sciences, University of Aberdeen, Aberdeen, UK
| | - Daniel Powell
- Health Psychology, Institute of Applied Health Sciences, University of Aberdeen, Aberdeen, UK
- Rowett Institute, University of Aberdeen, Aberdeen, UK
| | - Felix Naughton
- Behavioural and Implementation Science Group, School of Health Sciences, University of East Anglia, Norwich, UK
| | - Gill A Ten Hoor
- Department of Work and Social Psychology, Faculty of Psychology and Neurosciences, Maastricht University, Maastricht, The Netherlands
| | - Peter Verboon
- Faculty of Psychology, Open University, Heerlen, The Netherlands
| | - Olga Perski
- Department of Behavioural Science and Health, Institute of Epidemiology and Health Care, Faculty of Population Health Sciences, University College London, London, UK
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26
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Covariation of psychobiological stress regulation with valence and quantity of social interactions in everyday life: disentangling intra- and interindividual sources of variation. J Neural Transm (Vienna) 2021; 128:1381-1395. [PMID: 34181094 PMCID: PMC8423684 DOI: 10.1007/s00702-021-02359-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Accepted: 05/27/2021] [Indexed: 12/20/2022]
Abstract
While the overall effects of social relationships on stress and health have extensively been described, it remains unclear how the experience of social interactions covaries with the activity of psychobiological stress in everyday life. We hypothesized that the valence as well as quantitative characteristics of social interactions in everyday life would attenuate psychobiological stress. Sixty healthy participants provided data for the analyses. Using an ecological momentary assessment design, participants received 6 prompts on their smartphone for 4 days. At each prompt, they reported on social interactions since the last prompt (any occurrence, frequency, duration, quality, and perceived social support), current subjective stress, and provided one saliva sample for the analyses of cortisol (sCort) and alpha-amylase (sAA). Experiencing any contact within days as well as higher daily levels of contact quality and perceived social support were associated with reduced levels of sCort. Furthermore, on a daily level, experiencing at least one contact in-between prompts more often as well as having more contacts on average attenuated the sAA output. Perceived social support and contact quality as well as higher daily contact durations were associated with lower subjective stress. For sCort, daily levels of stress moderated the effects of experiencing any contact within days while daily perceived social support moderated the effects of subjective stress. For sAA, experiencing at least one contact in-between prompts more often on a daily level moderated the effects of subjective stress. There were no between-person effects throughout all analyses. The results show ecologically valid evidence for direct attenuating effects of social interactions on psychobiological stress as well as for the stress-buffering hypothesis in everyday life. Increasing the quantity and improving the valence of social interactions on an intrapersonal level can possibly reduce psychobiological stress and prevent its consequences.
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27
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Comparing Signal-Contingent and Event-Contingent Experience Sampling Ratings of Affect in a Sample of Psychotherapy Outpatients. JOURNAL OF PSYCHOPATHOLOGY AND BEHAVIORAL ASSESSMENT 2021; 42:13-24. [PMID: 33664551 DOI: 10.1007/s10862-019-09766-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Experience sampling methods are widely used in clinical psychology to study affective dynamics in psychopathology. The present study examined whether affect ratings (valence and arousal) differed as a function of assessment schedule (signal- versus event-contingent) in a clinical sample and considered various approaches to modeling these ratings. A total of 40 community mental health center outpatients completed ratings of their affective experiences over a 21-day period using both signal-contingent schedules (random prompts) and event-contingent schedules (ratings following social interactions). We tested whether assessment schedules impacted 1) the central tendency (mean) and variability (standard deviation) of valence or arousal considered individually, 2) the joint variability in valence and arousal via the entropy metric, and 3) the between-person differences in configuration of valence-arousal landscapes via the Earth Mover's Distance (EMD) metric. We found that event-contingent schedules, relative to signal-contingent schedules, captured higher average levels of pleasant valence and emotional arousal ratings. Moreover, signal-contingent schedules captured greater variability within and between individuals on arousal-valence landscapes compared to event-contingent schedules. Altogether, findings suggest that the two assessment schedules should not be treated interchangeably in the assessment of affect over time. Researchers must be cautious in generalizing results across studies utilizing different experience sampling assessment schedules.
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28
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Joseph NT, Jiang Y, Zilioli S. Momentary emotions and salivary cortisol: A systematic review and meta-analysis of ecological momentary assessment studies. Neurosci Biobehav Rev 2021; 125:365-379. [PMID: 33662445 DOI: 10.1016/j.neubiorev.2021.02.042] [Citation(s) in RCA: 35] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2020] [Revised: 01/21/2021] [Accepted: 02/25/2021] [Indexed: 12/19/2022]
Abstract
An integrated view of the stress response requires consideration of both the emotional and hormonal sequelae of stress, which are regulated by the hypothalamic-pituitary-adrenal (HPA) axis. Understanding the extent of the association between emotions and cortisol at the momentary level can shed light on the biopsychological pathways linking stress to health. Research in this area has adopted heterogeneous approaches and produced mixed findings; thus, it is critical to conduct a systematic review and meta-analysis. Systematic searches in major databases identified 22 studies (negative emotions [k = 19; 38,418 momentary observations]; positive emotions [k = 15; 31,721 momentary observations]). Meta-analysis found a significant positive association between momentary negative emotions and cortisol (r = .06, p < .001) and a significant negative association between momentary positive emotions and cortisol (r = -.05, p = .003). No methodological differences moderated these associations. Our findings suggest that emotional states correlate with cortisol levels at the momentary level. We discuss the health implications of our findings and provide recommendations for advancing this area of research.
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Affiliation(s)
| | - Yanping Jiang
- Department of Psychology, Wayne State University, United States
| | - Samuele Zilioli
- Department of Psychology, Wayne State University, United States; Department of Family Medicine and Public Health Sciences, Wayne State University, United States.
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29
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Mason TB, Smith KE, Anderson LM, Hazzard VM. Anhedonia, positive affect dysregulation, and risk and maintenance of binge-eating disorder. Int J Eat Disord 2021; 54:287-292. [PMID: 33295671 PMCID: PMC8673784 DOI: 10.1002/eat.23433] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2020] [Revised: 11/02/2020] [Accepted: 11/23/2020] [Indexed: 11/12/2022]
Abstract
Low positive affect has been identified as an antecedent of binge-eating episodes among individuals with binge-eating disorder (BED), yet positive affect has received far less attention in eating disorders research than its counterpart, negative affect. In this article, we argue that the low levels of positive affect which occur with anhedonia (i.e., loss of interest or pleasure in activities) may contribute to the onset and maintenance of BED. We introduce a theoretical model in which anhedonia increases the risk for BED through its interrelationships with dysregulated eating and weight gain, and we describe potential direct (e.g., reward-related processes) as well as indirect (e.g., influences on depressive symptoms and physical activity) pathways by which anhedonia may lead to adverse eating- and weight-related outcomes. We also propose a momentary maintenance model in which low positive affect and positive affect dysregulation occurring with anhedonia maintain binge eating directly and indirectly through maladaptive health behaviors, such as decreased physical activity, less healthy eating, and fewer social interactions, which in turn maintain anhedonia. We draw upon outside literature to present evidence that aligns with the proposed risk and maintenance models and conclude by outlining avenues for future research-including methodological/measurement, theoretical, and clinical research directions.
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Affiliation(s)
- Tyler B. Mason
- Department of Preventive Medicine, University of Southern California, Los Angeles, CA
| | - Kathryn E. Smith
- Department of Psychiatry and Behavioral Sciences, University of Southern California, Los Angeles, CA
| | - Lisa M. Anderson
- Department of Psychiatry and Behavioral Sciences, University of Minnesota Medical School, Minneapolis, MN
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30
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Liu H, Fang B, Li Y, Lou VWQ. Initially Negative Affect Predicts Lower Satisfaction With Future Social Contact: A Time-Lagged Analysis Using Ecological Momentary Assessment. J Gerontol B Psychol Sci Soc Sci 2021; 76:295-305. [PMID: 32060519 DOI: 10.1093/geronb/gbaa024] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2019] [Indexed: 11/12/2022] Open
Abstract
OBJECTIVES Prior research has linked subjective features of social situations with short-term changes in affect (e.g., across days, hours), but little is known about the directionality of such links. Our study examined the concurrent and lead-lag relationships between social contact satisfaction and affect in the flow of daily life. METHOD Using ecological momentary assessment (EMA), wherein 78 late-middle-aged and older adults reported on 2,739 social contacts (average 5.02 per day, SD = 2.95) across seven consecutive days, we examined how the level of social contact satisfaction was concurrently and prospectively associated with affect (high-arousal and low-arousal positive affect [PA], high-arousal and low-arousal negative affect [NA]). RESULTS Higher contact satisfaction was concurrently associated with more high- and low-arousal PA and less high- and low-arousal NA. The influence of contact satisfaction remains for predicting greater low-arousal PA (quietness, calmness) during the next social contact. NA (either high- or low-arousal) predicted lower satisfaction during the next social contact, but such sustainable influence was not observed for PA. DISCUSSION The study reveals a cycle in which elevated NA may trigger unsatisfactory social contact, which subsequently predicted less low-arousal PA such as quietness and calmness. Our study provided a more nuanced and differentiated picture of the temporal sequencing of everyday social contact and momentary affect. Practitioners may gain insights from our study into the development of just-in-time adaptive interventions that aim for the betterment of affective well-being in old age.
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Affiliation(s)
- Huiying Liu
- Department of Sociology, Central South University, Changsha, China.,Social Survey and Opinion Research Centre, Department of Sociology, Central South University, Changsha, China
| | - Boye Fang
- School of Sociology and Anthropology, Sun Yat-sen University, Guangzhou, China
| | - Yuekang Li
- George Warren Brown School of Social Work, Washington University in St. Louis, Missouri
| | - Vivian W Q Lou
- Department of Social Work and Social Administration, University of Hong Kong, China
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31
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Bourke M, Hilland TA, Craike M. Contextual influences on the within-person association between physical activity and affect in adolescents: an ecological momentary assessment study. J Behav Med 2021; 44:296-309. [PMID: 33387176 DOI: 10.1007/s10865-020-00197-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2020] [Accepted: 11/24/2020] [Indexed: 12/22/2022]
Abstract
There is limited research on how the context in which moderate-to-vigorous physical activity (MVPA) occurs influences the relationship between physical activity and affect. This study aimed to investigate how the social context and physical environment enhance the relationship between MVPA and affect in daily life. Overall, 119 adolescents (mean age = 14.7 years) provided information about their core affect, physical environment and social context on multiple occasions over a 4-day period using ecological momentary assessment. Additionally, participants' level of MVPA was objectively measured using accelerometers. Level of MVPA was positively associated with energetic arousal, being outdoors was positively associated with valence and energetic arousal, and being with someone else was also positively associated with energetic arousal. Additionally, being outdoors moderated the association between MVPA and tense arousal so that MVPA was only inversely related to tense arousal when outdoors. These findings showed that young people experience more positive valence, greater levels of energetic arousal and less tense arousal when physically active outdoors compared to when indoors and highlight the importance of encouraging young people to participate in physical activity outdoors. Further research is warranted to understand how social contexts may influence the association between MVPA and affect in young people.
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Affiliation(s)
- Matthew Bourke
- Institute for Health and Sport (IHES), Victoria University, PO Box 14428, Melbourne, VIC, 8001, Australia.
| | - Toni A Hilland
- School of Education, College of Design and Social Context, RMIT, PO Box 71, Bundoora, VIC, 3083, Australia
| | - Melinda Craike
- Institute for Health and Sport (IHES), Victoria University, PO Box 14428, Melbourne, VIC, 8001, Australia. .,Mitchell Institute, Victoria University, Melbourne, VIC, Australia.
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32
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Arigo D, Brown MM, Pasko K, Ainsworth MC, Travers L, Gupta A, Downs DS, Smyth JM. Rationale and Design of the Women's Health And Daily Experiences Project: Protocol for an Ecological Momentary Assessment Study to Identify Real-Time Predictors of Midlife Women's Physical Activity. JMIR Res Protoc 2020; 9:e19044. [PMID: 33055065 PMCID: PMC7596655 DOI: 10.2196/19044] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2020] [Revised: 07/14/2020] [Accepted: 07/27/2020] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Midlife women are at an elevated risk for cardiovascular disease (CVD) and associated mortality. Those who have additional risk conditions such as obesity or hypertension report specific barriers to engaging in cardioprotective behaviors such as physical activity (PA). Considerable effort has been devoted to understanding PA determinants and designing interventions for midlife women, although with suboptimal success, as increasing PA could meaningfully attenuate CVD risk. An updated approach to understanding PA among midlife women could improve upon existing resources by focusing on novel psychosocial influences on PA in this population (ie, body satisfaction, social interactions, social comparisons, mood state) and within-person relations between these influences and PA in the natural environment. OBJECTIVE The overarching goal of Project WHADE (Women's Health And Daily Experiences) is to use an ecological momentary assessment (EMA) approach to capture ecologically valid relations between midlife women's psychosocial experiences and PA as they engage in their normal daily activities. The primary aim of the study is to identify within-person psychosocial predictors of variability in PA (ie, experiences associated with higher vs lower PA for a given individual). METHODS Midlife women (aged 40-60 years) with one or more additional risk markers for CVD (eg, hypertension) will be recruited from primary care clinics and the general community (target n=100). Eligible women will complete an initial survey and a face-to-face baseline session before engaging in a 10-day EMA protocol. Psychosocial experiences will be assessed using a brief self-report via a smartphone 5 times per day, and PA will be assessed throughout waking hours using a research-grade monitor. Participants will return for a brief exit interview at the end of 10 days. Multilevel models that address the nested structure of EMA data will be used to evaluate the study aims. RESULTS Recruitment and enrollment are ongoing, and a total of 75 women have completed the protocol to date. Data collection is expected to be completed in Fall 2020. CONCLUSIONS Project WHADE is designed to identify naturally occurring psychosocial experiences that predict short-term variability in midlife women's PA. As such, the results of this study should advance the current understanding of PA among midlife women by providing further insight into within-person psychosocial influences on PA in this group. In the future, this information could help inform the design of interventions for this population. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/19044.
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Affiliation(s)
- Danielle Arigo
- Department of Psychology, Rowan University, Glassboro, NJ, United States
- Department of Family Medicine, Rowan School of Osteopathic Medicine, Stratford, NJ, United States
| | - Megan M Brown
- Department of Psychology, Rowan University, Glassboro, NJ, United States
| | - Kristen Pasko
- Department of Psychology, Rowan University, Glassboro, NJ, United States
| | | | - Laura Travers
- Department of Psychology, Rowan University, Glassboro, NJ, United States
| | - Adarsh Gupta
- Department of Family Medicine, Rowan School of Osteopathic Medicine, Stratford, NJ, United States
| | - Danielle Symons Downs
- Departments of Kinesiology and Obstetrics & Gynecology, Pennsylvania State University, University Park, PA, United States
| | - Joshua M Smyth
- Departments of Biobehavioral Health and Medicine, Pennsylvania State University, University Park, PA, United States
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33
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Towards a Personalized Multi-Domain Digital Neurophenotyping Model for the Detection and Treatment of Mood Trajectories. SENSORS 2020; 20:s20205781. [PMID: 33053889 PMCID: PMC7601670 DOI: 10.3390/s20205781] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/25/2020] [Revised: 10/02/2020] [Accepted: 10/08/2020] [Indexed: 12/23/2022]
Abstract
The commercial availability of many real-life smart sensors, wearables, and mobile apps provides a valuable source of information about a wide range of human behavioral, physiological, and social markers that can be used to infer the user's mental state and mood. However, there are currently no commercial digital products that integrate these psychosocial metrics with the real-time measurement of neural activity. In particular, electroencephalography (EEG) is a well-validated and highly sensitive neuroimaging method that yields robust markers of mood and affective processing, and has been widely used in mental health research for decades. The integration of wearable neuro-sensors into existing multimodal sensor arrays could hold great promise for deep digital neurophenotyping in the detection and personalized treatment of mood disorders. In this paper, we propose a multi-domain digital neurophenotyping model based on the socioecological model of health. The proposed model presents a holistic approach to digital mental health, leveraging recent neuroscientific advances, and could deliver highly personalized diagnoses and treatments. The technological and ethical challenges of this model are discussed.
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34
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Liang L, Ma TW, Hou WK. Subjective power and emotions in everyday interpersonal interactions: Counterparts' constrictive posture as moderator. INTERNATIONAL JOURNAL OF PSYCHOLOGY 2020; 56:95-105. [PMID: 32378202 DOI: 10.1002/ijop.12674] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2019] [Accepted: 03/28/2020] [Indexed: 11/10/2022]
Abstract
Power is one of the vital components embedded within interpersonal interactions, but few studies have studied it in everyday life context. This experience sampling study examined the associations of subjective power with emotional well-being and investigated the moderating effects of counterpart' postures in the associations. Our results demonstrated that individuals reported higher positive emotions and lower negative emotions when they perceived higher subjective power. Their positive emotions were positively correlated with counterparts' expansive postures while negative emotions were positively correlated with counterparts' constrictive postures. The subjective power-negative emotion associations were stronger when counterparts displayed higher level of constrictive posture. Our findings provide an evidence base for a comprehensive understanding on the role of subjective power and perception of counterparts' power-related posture in dyadic communications in emotional well-being.
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Affiliation(s)
- Li Liang
- Laboratory of Psychology and Ecology of Stress (LoPES), The Education University of Hong Kong, Hong Kong.,Department of Psychology, The Education University of Hong Kong, Hong Kong
| | - Tsz Wah Ma
- Laboratory of Psychology and Ecology of Stress (LoPES), The Education University of Hong Kong, Hong Kong.,Department of Psychology, The Education University of Hong Kong, Hong Kong
| | - Wai Kai Hou
- Laboratory of Psychology and Ecology of Stress (LoPES), The Education University of Hong Kong, Hong Kong.,Department of Psychology, The Education University of Hong Kong, Hong Kong.,Centre for Psychosocial Health, The Education University of Hong Kong, Hong Kong
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