Dynamic complexity of positive and negative affect in NSSI – A daily diary study
Author(s) / Creator(s)
Bruckbauer-Schwed, Michaela
Kaiser, Tim
Keglevic, Marc
Laireiter, Anton-Rupert
Abstract / Description
Background: Non-suicidal self-injury (NSSI) is a major health problem. Functionally, it is related to affect instability and increased affective intensity. The role of negative emotions has already been extensively explored, only few studies have focused on positive emotions. The concept of dynamic complexity (DC) is particularly well suited to differentially analyze the dynamics of affect collected by ecological momentary assessment (EMA). This study examines DC of positive and negative emotions in individuals with and without NSSI history in an EMA setting. Method: Participants from a clinical NSSI group (n = 28) and a comparable clinical non-NSSI control group (n = 33) completed the Positive and Negative Affect Schedule (PANAS) once a day between six to 37 days (M = 15.60, SD = 5.80). DC was calculated for the assessed time-series of daily affect. Additionally, we fitted a linear mixed model to predict positive and negative dynamic complexity with length of stay and group. Results: Compared to controls, individuals with a history of NSSI showed significantly more positive affect and had significantly higher DC in affect in general. No significant difference for negative affect was found. Conclusion: Our results suggest that it is important to assess dynamic emotional patterns and to analyze in detail the role of positive and negative affect in individuals with NSSI in order to better understand the complex interplay between the different emotional states and to be able to use it for diagnostic purposes and clinical interventions.
Keyword(s)
non-suicidal self-injury (NSSI) affect instability positive affect dynamic complexity ecological momentary assessmentPersistent Identifier
Date of first publication
2025-05-28
Journal title
Clinical Psychology in Europe
Volume
7
Issue
2
Article number
Article e14527
Publisher
PsychOpen GOLD
Publication status
publishedVersion
Review status
peerReviewed
Is version of
Citation
Bruckbauer-Schwed, M., Kaiser, T., Keglevic, M., & Laireiter, A. (2025). Dynamic complexity of positive and negative affect in NSSI – A daily diary study. Clinical Psychology in Europe, 7(2), Article e14527. https://doi.org/10.32872/cpe.14527
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Author(s) / Creator(s)Bruckbauer-Schwed, Michaela
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Author(s) / Creator(s)Kaiser, Tim
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Author(s) / Creator(s)Keglevic, Marc
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Author(s) / Creator(s)Laireiter, Anton-Rupert
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PsychArchives acquisition timestamp2025-08-19T12:21:29Z
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Made available on2025-08-19T12:21:29Z
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Date of first publication2025-05-28
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Abstract / DescriptionBackground: Non-suicidal self-injury (NSSI) is a major health problem. Functionally, it is related to affect instability and increased affective intensity. The role of negative emotions has already been extensively explored, only few studies have focused on positive emotions. The concept of dynamic complexity (DC) is particularly well suited to differentially analyze the dynamics of affect collected by ecological momentary assessment (EMA). This study examines DC of positive and negative emotions in individuals with and without NSSI history in an EMA setting. Method: Participants from a clinical NSSI group (n = 28) and a comparable clinical non-NSSI control group (n = 33) completed the Positive and Negative Affect Schedule (PANAS) once a day between six to 37 days (M = 15.60, SD = 5.80). DC was calculated for the assessed time-series of daily affect. Additionally, we fitted a linear mixed model to predict positive and negative dynamic complexity with length of stay and group. Results: Compared to controls, individuals with a history of NSSI showed significantly more positive affect and had significantly higher DC in affect in general. No significant difference for negative affect was found. Conclusion: Our results suggest that it is important to assess dynamic emotional patterns and to analyze in detail the role of positive and negative affect in individuals with NSSI in order to better understand the complex interplay between the different emotional states and to be able to use it for diagnostic purposes and clinical interventions.en_US
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Publication statuspublishedVersion
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Review statuspeerReviewed
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CitationBruckbauer-Schwed, M., Kaiser, T., Keglevic, M., & Laireiter, A. (2025). Dynamic complexity of positive and negative affect in NSSI – A daily diary study. Clinical Psychology in Europe, 7(2), Article e14527. https://doi.org/10.32872/cpe.14527
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ISSN2625-3410
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Persistent Identifierhttps://hdl.handle.net/20.500.12034/16495
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Persistent Identifierhttps://doi.org/10.23668/psycharchives.21094
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Language of contenteng
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PublisherPsychOpen GOLD
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Is version ofhttps://doi.org/10.32872/cpe.14527
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Is related tohttps://doi.org/10.23668/psycharchives.13937
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Keyword(s)non-suicidal self-injury (NSSI)en_US
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Keyword(s)affect instabilityen_US
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Keyword(s)positive affecten_US
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Keyword(s)dynamic complexityen_US
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Keyword(s)ecological momentary assessmenten_US
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Dewey Decimal Classification number(s)150
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TitleDynamic complexity of positive and negative affect in NSSI – A daily diary studyen_US
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DRO typearticle
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Article numberArticle e14527
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Issue2
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Journal titleClinical Psychology in Europe
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Volume7
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Visible tag(s)Version of Record