TY - GEN A1 - Puschmann, Anne-Katrin A1 - Drießlein, David A1 - Beck, Heidrun A1 - Arampatzis, Adamantios A1 - Moreno Catalá, Maria A1 - Schiltenwolf, Marcus A1 - Mayer, Frank A1 - Wippert, Pia-Maria T1 - Stress and Self-Efficacy as Long-Term Predictors for Chronic Low Back Pain BT - A Prospective Longitudinal Study T2 - Postprints der Universität Potsdam : Humanwissenschaftliche Reihe N2 - Purpose: Psychosocial variables are known risk factors for the development and chronification of low back pain (LBP). Psychosocial stress is one of these risk factors. Therefore, this study aims to identify the most important types of stress predicting LBP. Self-efficacy was included as a potential protective factor related to both, stress and pain. Participants and Methods: This prospective observational study assessed n = 1071 subjects with low back pain over 2 years. Psychosocial stress was evaluated in a broad manner using instruments assessing perceived stress, stress experiences in work and social contexts, vital exhaustion and life-event stress. Further, self-efficacy and pain (characteristic pain intensity and disability) were assessed. Using least absolute shrinkage selection operator regression, important predictors of characteristic pain intensity and pain-related disability at 1-year and 2-years follow-up were analyzed. Results: The final sample for the statistic procedure consisted of 588 subjects (age: 39.2 (± 13.4) years; baseline pain intensity: 27.8 (± 18.4); disability: 14.3 (± 17.9)). In the 1-year follow-up, the stress types “tendency to worry”, “social isolation”, “work discontent” as well as vital exhaustion and negative life events were identified as risk factors for both pain intensity and pain-related disability. Within the 2-years follow-up, Lasso models identified the stress types “tendency to worry”, “social isolation”, “social conflicts”, and “perceived long-term stress” as potential risk factors for both pain intensity and disability. Furthermore, “self-efficacy” (“internality”, “self-concept”) and “social externality” play a role in reducing pain-related disability. Conclusion: Stress experiences in social and work-related contexts were identified as important risk factors for LBP 1 or 2 years in the future, even in subjects with low initial pain levels. Self-efficacy turned out to be a protective factor for pain development, especially in the long-term follow-up. Results suggest a differentiation of stress types in addressing psychosocial factors in research, prevention and therapy approaches. T3 - Zweitveröffentlichungen der Universität Potsdam : Humanwissenschaftliche Reihe - 617 KW - low back pain KW - psychosocial risk factors KW - stress KW - self-efficacy KW - MiSpEx Y1 - 2020 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-460134 SN - 1866-8364 SP - 613 EP - 621 ER - TY - JOUR A1 - Puschmann, Anne-Katrin A1 - Drießlein, David A1 - Beck, Heidrun A1 - Arampatzis, Adamantios A1 - Moreno Catalá, Maria A1 - Schiltenwolf, Marcus A1 - Mayer, Frank A1 - Wippert, Pia-Maria T1 - Stress and Self-Efficacy as Long-Term Predictors for Chronic Low Back Pain BT - A Prospective Longitudinal Study JF - Journal of Pain Research N2 - Purpose: Psychosocial variables are known risk factors for the development and chronification of low back pain (LBP). Psychosocial stress is one of these risk factors. Therefore, this study aims to identify the most important types of stress predicting LBP. Self-efficacy was included as a potential protective factor related to both, stress and pain. Participants and Methods: This prospective observational study assessed n = 1071 subjects with low back pain over 2 years. Psychosocial stress was evaluated in a broad manner using instruments assessing perceived stress, stress experiences in work and social contexts, vital exhaustion and life-event stress. Further, self-efficacy and pain (characteristic pain intensity and disability) were assessed. Using least absolute shrinkage selection operator regression, important predictors of characteristic pain intensity and pain-related disability at 1-year and 2-years follow-up were analyzed. Results: The final sample for the statistic procedure consisted of 588 subjects (age: 39.2 (± 13.4) years; baseline pain intensity: 27.8 (± 18.4); disability: 14.3 (± 17.9)). In the 1-year follow-up, the stress types “tendency to worry”, “social isolation”, “work discontent” as well as vital exhaustion and negative life events were identified as risk factors for both pain intensity and pain-related disability. Within the 2-years follow-up, Lasso models identified the stress types “tendency to worry”, “social isolation”, “social conflicts”, and “perceived long-term stress” as potential risk factors for both pain intensity and disability. Furthermore, “self-efficacy” (“internality”, “self-concept”) and “social externality” play a role in reducing pain-related disability. Conclusion: Stress experiences in social and work-related contexts were identified as important risk factors for LBP 1 or 2 years in the future, even in subjects with low initial pain levels. Self-efficacy turned out to be a protective factor for pain development, especially in the long-term follow-up. Results suggest a differentiation of stress types in addressing psychosocial factors in research, prevention and therapy approaches. KW - low back pain KW - psychosocial risk factors KW - stress KW - self-efficacy KW - MiSpEx Y1 - 2019 U6 - https://doi.org/10.2147/JPR.S223893 SN - 1178-7090 VL - 13 SP - 613 EP - 621 PB - Dove Medical Press CY - Albany, Auckland ER - TY - GEN A1 - Friedel, Eva A1 - Schlagenhauf, Florian A1 - Beck, Anne A1 - Dolan, Raymond J. A1 - Huys, Quentin J. M. A1 - Rapp, Michael Armin A1 - Heinz, Andreas T1 - The effects of life stress and neural learning signals on fluid intelligence T2 - Postprints der Universität Potsdam : Humanwissenschaftliche Reihe N2 - Fluid intelligence (fluid IQ), defined as the capacity for rapid problem solving and behavioral adaptation, is known to be modulated by learning and experience. Both stressful life events (SLES) and neural correlates of learning [specifically, a key mediator of adaptive learning in the brain, namely the ventral striatal representation of prediction errors (PE)] have been shown to be associated with individual differences in fluid IQ. Here, we examine the interaction between adaptive learning signals (using a well-characterized probabilistic reversal learning task in combination with fMRI) and SLES on fluid IQ measures. We find that the correlation between ventral striatal BOLD PE and fluid IQ, which we have previously reported, is quantitatively modulated by the amount of reported SLES. Thus, after experiencing adversity, basic neuronal learning signatures appear to align more closely with a general measure of flexible learning (fluid IQ), a finding complementing studies on the effects of acute stress on learning. The results suggest that an understanding of the neurobiological correlates of trait variables like fluid IQ needs to take socioemotional influences such as chronic stress into account. T3 - Zweitveröffentlichungen der Universität Potsdam : Humanwissenschaftliche Reihe - 621 KW - reinforcement learning KW - prediction error signal KW - ventral striatum KW - stress KW - intelligence Y1 - 2020 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-435140 SN - 1866-8372 IS - 621 SP - 35 EP - 43 ER -