Modeling categorical time-to-event data: The example of social interaction dynamics captured with event-contingent experience sampling methods.

Elmer, Timon; van Duijn, Marijtje A. J.; Ram, Nilam; Bringmann, Laura F.

doi:10.1037/met0000598

Cited by 3 publications

(2 citation statements)

References 82 publications

(144 reference statements)

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“…Researchers can, for example, investigate associations between mood and quality of social interactions with a particular friend or colleague if they know about characteristics of the participant's relationship with this person. Currently, most ESM studies do not distinguish between different interaction partners but assess only the social role of an interaction partner (e.g., friend, family member, colleague, or superior) and thereby summarize multiple different people in one category (Elmer et al, 2023). Therefore, the effects of specific interaction partners remain masked even though such information may be relevant for (idiographic) research and personalized therapy (Stadel et al, 2023;von Klipstein et al, 2023).…”

Section: Why Integrate Esm and Psn?mentioning

confidence: 99%

Capturing the Social Life of a Person by Integrating Experience-Sampling Methodology and Personal-Social-Network Assessments

Stadel,

Bringmann,

Stulp

et al. 2024

Advances in Methods and Practices in Psychological Science

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The daily social life of a person can be captured with different methodologies. Two methods that are especially promising are personal-social-network (PSN) data collection and experience-sampling methodology (ESM). Whereas PSN data collections ask participants to provide information on their social relationships and broader social environment, ESM studies collect intensive longitudinal data on social interactions in daily life using multiple short surveys per day. In combination, the two methods enable detailed insights into someone’s social life, including information on interactions with specific interaction partners from the personal network. Despite many potential uses of such data integration, there are few studies to date using the two methods in conjunction. This is likely due to their complexity and lack of software that allows capturing the full social life of someone while keeping the burden for participants and researchers sufficiently low. In this article, we report on the development of methodology and software for an ESM/PSN integration within the established ESM tool m-Path. We describe results of a first study using the developed tool that illustrate the feasibility of the proposed method combination and show that participants consider the assessments insightful. We further outline study-design choices and ethical considerations when combining the two methodologies. We hope to encourage applications of the presented methods in research and practice across different fields.

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Section: Why Integrate Esm and Psn?mentioning

confidence: 99%

Capturing the Social Life of a Person by Integrating Experience-Sampling Methodology and Personal-Social-Network Assessments

Stadel,

Bringmann,

Stulp

et al. 2024

Advances in Methods and Practices in Psychological Science

Self Cite

View full text Add to dashboard Cite

show abstract

“…Researchers can, for example, investigate associations between mood and quality of social interactions with a particular friend or colleague, knowing about characteristics of the participant's relationship with this person. Currently, most ESM studies do not distinguish between different interaction partners, but only assess the social role of an interaction partner (e.g., friend, family member, colleague or superior) and thereby summarize multiple different people in one category (Elmer et al, 2023). Therefore, the effects of specific interaction partners remain masked, even though such information may be relevant for (idiographic) research and personalized therapy (Stadel 2023;von Klipstein 2023).…”

Section: Why Integrate Esm and Psn?mentioning

confidence: 99%

Capturing The Social Life of a Person by Integrating Experience Sampling Methodology and Personal Social Network Assessments

Stadel,

Bringmann,

Stulp

et al. 2023

Preprint

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The daily social life of a person can be captured with different methodologies. Two methods that are especially promising are personal social network (PSN) data collection and experience sampling methodology (ESM). While PSN provides data on a person’s social relationships and the broader social environment, ESM delivers intensive longitudinal data on social interactions in daily life. In combination, the two methods enable detailed insights into someone’s social life, including information on interactions with specific interaction partners from the personal network.Despite many potential uses of such data integration, there are few studies to date using the two methods in conjunction. This is likely due to their complexity and lack of software that allows capturing the full social life of someone while keeping the burden for participants and researchers sufficiently low.In this paper, we report on the development of methodology and software for an ESM/PSN integration within the established ESM tool m-Path. We describe results of a first study using the developed tool which illustrate the feasibility of the proposed method combination and show that participants enjoy the assessments. Further, we specifically outline study design choices and ethical considerations when combining the two methodologies. We hope to encourage applications of the presented methods in research and practice across different fields.

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Daily feedback suspicion and ability-uncertainty among junior researchers in competitive work climates in STEM

Meinderts,

Veldman,

Van Laar

2024

Soc Psychol Educ

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Modeling categorical time-to-event data: The example of social interaction dynamics captured with event-contingent experience sampling methods.

Cited by 3 publications

References 82 publications

Capturing the Social Life of a Person by Integrating Experience-Sampling Methodology and Personal-Social-Network Assessments

Capturing the Social Life of a Person by Integrating Experience-Sampling Methodology and Personal-Social-Network Assessments

Capturing The Social Life of a Person by Integrating Experience Sampling Methodology and Personal Social Network Assessments

Daily feedback suspicion and ability-uncertainty among junior researchers in competitive work climates in STEM

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