Literature DB >> 26989350

Examining the Interplay of Processes Across Multiple Time-Scales: Illustration With the Intraindividual Study of Affect, Health, and Interpersonal Behavior (iSAHIB).

Nilam Ram1, David E Conroy1, Aaron L Pincus1, Amy Lorek1, Amanda Rebar1, Michael J Roche1, Michael Coccia1, Jennifer Morack1, Josh Feldman1, Denis Gerstorf1.   

Abstract

Human development is characterized by the complex interplay of processes that manifest at multiple levels of analysis and time-scales. We introduce the Intraindividual Study of Affect, Health and Interpersonal Behavior (iSAHIB) as a model for how multiple time-scale study designs facilitate more precise articulation of developmental theory. Combining age heterogeneity, longitudinal panel, daily diary, and experience sampling protocols, the study made use of smartphone and web-based technologies to obtain intensive longitudinal data from 150 persons age 18-89 years as they completed three 21-day measurement bursts (t = 426 bursts, t = 8,557 days) wherein they provided reports on their social interactions (t = 64,112) as they went about their daily lives. We illustrate how multiple time-scales of data can be used to articulate bioecological models of development and the interplay among more 'distal' processes that manifest at 'slower' time-scales (e.g., age-related differences and burst-to-burst changes in mental health) and more 'proximal' processes that manifest at 'faster' time-scales (e.g., changes in context that progress in accordance with the weekly calendar and family influence processes).

Entities:  

Keywords:  aging; depression; ecological momentary assessment; emotion; family; multi-scale analysis

Year:  2014        PMID: 26989350      PMCID: PMC4792298          DOI: 10.1080/15427609.2014.906739

Source DB:  PubMed          Journal:  Res Hum Dev        ISSN: 1542-7609


  15 in total

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  18 in total

1.  Age differences in adults' daily social interactions: An ecological momentary assessment study.

Authors:  Ruixue Zhaoyang; Martin J Sliwinski; Lynn M Martire; Joshua M Smyth
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2.  Cross-day influences between couple closeness and coparenting support among new parents.

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4.  A Coordinated Analysis of Variance in Affect in Daily Life.

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5.  Interpersonal Tensions and Pain Among Older Adults: The Mediating Role of Negative Mood.

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6.  Age differences in emotion regulation strategy use, variability, and flexibility: An experience sampling approach.

Authors:  Lizbeth Benson; Tammy English; David E Conroy; Aaron L Pincus; Denis Gerstorf; Nilam Ram
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7.  The within-person association between alcohol use and sleep duration and quality in situ: An experience sampling study.

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8.  How are you feeling?: A personalized methodology for predicting mental states from temporally observable physical and behavioral information.

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9.  The Role of General and Daily Control Beliefs for Affective Stressor-Reactivity Across Adulthood and Old Age.

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10.  Behavioral Landscapes and Earth Mover's Distance: A New Approach for Studying Individual Differences in Density Distributions.

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