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  • 1.
    Bäcklund, Christian
    et al.
    Luleå University of Technology, Department of Health, Education and Technology, Health, Medicine and Rehabilitation.
    Elbe, Pia
    Luleå University of Technology, Department of Health, Education and Technology, Health, Medicine and Rehabilitation. Department of Radiation Sciences, Umeå Center for Functional Brain Imaging (UFBI), Umeå University, Sweden.
    Gavelin, Hanna M.
    Department of Psychology, Umeå University, Sweden.
    Eriksson Sörman, Daniel
    Luleå University of Technology, Department of Health, Education and Technology, Health, Medicine and Rehabilitation.
    Ljungberg, Jessica K.
    Luleå University of Technology, Department of Health, Education and Technology, Health, Medicine and Rehabilitation.
    Gaming motivations and gaming disorder symptoms: A systematic review and meta-analysis2022In: Journal of Behavioral Addictions, ISSN 2062-5871, E-ISSN 2063-5303, Vol. 11, no 3, p. 667-688Article, review/survey (Refereed)
    Abstract [en]

    Background and aims: The present systematic review and meta-analysis aimed to synthesize the available literature on the relationship between gaming motivations and gaming disorder symptoms. Specifically, to (1) explore what gaming motivation questionnaires and classifications are used in studies on gaming disorder symptoms and (2) investigate the relationship between motivational factors and symptoms of gaming disorder. Method: An electronic database search was conducted via EBSCO (MEDLINE and PsycINFO) and the Web of Science Core Collection. All studies using validated measurements on gaming disorder symptoms and gaming motivations and available correlation coefficients of the relationship between gaming disorder and gaming motivations were included. The meta-analyses were conducted using a random-effects model. Results: In total, 49 studies (k = 58 independent sub-samples), including 51,440 participants, out of which 46 studies (k = 55 sub-samples, n = 49,192 participants) provided data for the meta-analysis. The synthesis identified fourteen different gaming motivation instruments, seven unique motivation models, and 26 motivational factors. The meta-analysis showed statistically significant associations between gaming disorder symptoms and 23 out of 26 motivational factors, with the majority of the pooled mean effect sizes ranging from small to moderate. Moreover, large heterogeneity was observed, and the calculated prediction intervals indicated substantial variation in effects across populations and settings. Motivations related to emotional escape were robustly associated with gaming disorder symptoms. Discussion and conclusions: The present meta-analysis reinforces the importance of motivational factors in understanding problematic gaming behavior. The analysis showed significant heterogeneity in most outcomes, warranting further investigation.

  • 2.
    Bäcklund, Christian
    et al.
    Luleå University of Technology, Department of Health, Education and Technology, Health, Medicine and Rehabilitation.
    Eriksson Sörman, Daniel
    Luleå University of Technology, Department of Health, Education and Technology, Health, Medicine and Rehabilitation.
    Gavelin, Hanna M.
    Department of Psychology, Umeå University, Umeå, Sweden.
    Király, Orsolya
    Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary.
    Demetrovics, Zsolt
    Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary; Centre of Excellence in Responsible Gaming, University of Gibraltar, Gibraltar.
    Körning Ljungberg, Jessica
    Luleå University of Technology, Department of Health, Education and Technology, Health, Medicine and Rehabilitation.
    Comparing psychopathological symptoms, life satisfaction, and personality traits between the WHO and APA frameworks of gaming disorder symptoms: A psychometric investigation2024In: Scandinavian Journal of Psychology, ISSN 0036-5564, E-ISSN 1467-9450, Vol. 65, no 4, p. 665-682Article in journal (Refereed)
    Abstract [en]

    Introduction: The inclusion of Internet Gaming Disorder (IGD) in the fifth revision of the Diagnostic and Statistical Manual of Mental Disorders (DSM-5) by the American Psychiatric Association and Gaming Disorder in the 11th revision of the International Classification of Diseases (ICD-11) by the World Health Organization requires consistent psychological measures for reliable estimates. The current study aimed to investigate the psychometric properties of the Gaming Disorder Test (GDT), the Ten-Item Internet Gaming Disorder Test (IGDT-10), and the Five-Item Gaming Disorder Test (GDT-5) and to compare the WHO and the APA frameworks of gaming disorder symptoms in terms of psychopathological symptoms, life satisfaction, and personality traits.

    Methods: A sample of 723 Swedish gamers was recruited (29.8% women, 68.3% men, 1.9% other, Mage = 29.50 years, SD = 8.91).

    Results: The results indicated notable differences regarding the estimated possible risk groups between the two frameworks. However, the association between gaming disorder symptoms and personality traits, life satisfaction, and psychopathological symptoms appeared consistent across the two frameworks. The results showed excellent psychometric properties in support of the one-factor model of the GDT, IGDT-10, and GDT-5, including good reliability estimates (McDonald's omega) and evidence of construct validity. Additionally, the results demonstrated full gender and age measurement invariance of the GDT, IGDT-10, and GDT-5, indicating that gaming disorder symptoms are measured equally across the subgroups.

    Conclusion: These findings demonstrate that the IGDT-10, GDT-5, and GDT are appropriate measures for assessing gaming disorder symptoms and facilitating future research in Sweden.

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  • 3.
    Bäcklund, Christian
    et al.
    Luleå University of Technology, Department of Health, Education and Technology, Health, Medicine and Rehabilitation.
    Eriksson Sörman, Daniel
    Luleå University of Technology, Department of Health, Education and Technology, Health, Medicine and Rehabilitation. Department of Psychology, Umeå University, Umeå, Sweden.
    Röhlcke, Sebastian
    Department of Psychology, Umeå University, Umeå, Sweden.
    Nyström, Markus B. T.
    Luleå University of Technology, Department of Health, Education and Technology, Health, Medicine and Rehabilitation.
    Exploring the relationship between personality and gaming disorder symptoms in a sample of Dota 2 players2024In: Current Psychology, ISSN 1046-1310, E-ISSN 1936-4733Article in journal (Refereed)
    Abstract [en]

    This study explored the relationship between the big five personality traits and gaming disorder symptoms (GDS) in a sample of Dota 2 players. Recent research has indicated that the relationship between personality traits and GDS may depend on the video game genre investigated. However, the association between GDS and personality has yet to be investigated within a specific game, which may be even more relevant to explore as each game offers unique gameplay mechanics that can influence player behavior differently. Thus, the present study investigated the relationship between the big five personality traits and GDS in a sample of video game players from a specific game, DOTA 2 (n = 321, M = 23.25 years, SD = 4.51). Multiple linear regression was used to analyze GDS formatted as a composite score, and one-way Analysis of Variance (ANOVA) were further conducted for analyses in which gamers were classified into normal gamers (i.e., less than three criteria endorsed), moderate-risk gamers (i.e., four criteria endorsed), and high-risk gamers (i.e., all criteria endorsed). The analysis of the composite score showed a significant relationship between neuroticism, conscientiousness, agreeableness, and GDS. Analyses of the gaming classifications revealed that neuroticism was the most crucial factor concerning differentiating moderate-risk and high-risk from normal gamers. The findings and their practical implications are further discussed.

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  • 4.
    Davis, Louise
    et al.
    Department of Psychology, Umeå University, Sweden; Umeå School of Sports Science, Umeå University, Umeå, Sweden.
    Jowett, Sophia
    School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, United Kingdom.
    Sörman, Daniel
    Luleå University of Technology, Department of Health, Learning and Technology, Health, Medicine and Rehabilitation.
    The Importance of Positive Relationships for Coaches’ Effectiveness and Well-Being2023In: International Sport Coaching Journal, ISSN 2328-918X, E-ISSN 2328-9198, Vol. 10, no 2, p. 254-265Article in journal (Refereed)
    Abstract [en]

    The present study investigated the role of quality coach–athlete relationships and coaching efficacy on coaches’ well-being and performance. We examined whether coaches’ direct and meta-perspectives of the coach–athlete relationship quality predicted dimensions of coaches’ efficacy, hedemonic and eudaimonic well-being, and coach-related performance. A total of 233 male and female Swedish coaches from various team and individual sports completed the Coach–Athlete Relationship Questionnaire, the Coaching Efficacy Scale, Positive and Negative Affect Scale, Subjective Vitality Scale, and a one-single item developed to measure perceived coach performance. Structural equation modelling analyses revealed that quality coach–athlete relationships as defined by closeness, commitment, and complementarity associated with all four dimensions of coach efficacy. While coach–athlete relationship quality was linked with coaches’ positive affect, vitality, and satisfaction with coaching performance, only the motivational dimension of coach efficacy was associated with indicators of coach well-being and coach-related performance. Further analyses showed that the motivational dimension of coach efficacy explained the link between coach–athlete relationship quality, well-being, and coach-related performance. Overall, the findings extended the coach efficacy model by investigating the coach–athlete relationship as a predictor and coach well-being as an outcome. Our findings emphasize the importance of relationships for coaches’ efficacy and well-being.

  • 5.
    Davis, Louise
    et al.
    Department of Psychology, Umeå University, Umeå, Sweden; School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK.
    Jowett, Sophia
    School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK.
    Sörman, Daniel
    Luleå University of Technology, Department of Health, Learning and Technology, Health, Medicine and Rehabilitation.
    Ekelund, Rebecka
    Department of Psychology, Umeå University, Umeå, Sweden; School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK.
    The role of quality relationships and communication strategies for the fulfilment of secure and insecure athletes' basic psychological needs2023In: Journal of Sports Sciences, ISSN 0264-0414, E-ISSN 1466-447X, Vol. 40, no 21, p. 2424-2436Article in journal (Refereed)
    Abstract [en]

    The correlates of coach-athlete relationship quality have been the focus of research for over a decade; however, little is known about the mediating and moderating mechanisms underlying these associations. The present study conducted a moderated mediation analysis to examine (a) the mediating role of communication strategies (via COMPASS) on the association between the quality of the coach-athlete relationship and athlete psychological needs satisfaction and (b) whether individual differences in athletes' attachment style (secure, anxious, avoidant) moderates the mediational relationship. 350 Swedish athletes representing a range of sports and competition levels completed a multi-section questionnaire. Mediation and moderation analysis partially found that coach-athlete relationship quality and athletes basic psychological needs were associated via the COMPASS strategies of support, motivation, assurance and openness. It was also found that athletes secure attachment with their coach significantly moderated the mediated effects of motivation and support. These findings highlight the practical utility of motivation, support, openness and assurance strategies in enhancing the quality of the coach-athlete relationship. Moreover, these findings demonstrate that the attachment orientation of athletes towards their coaches play a significant role in determining what communication strategies to use to enhance both the relationship quality and an athlete's competence, autonomy and relatedness.

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  • 6.
    Davis, Paul A.
    et al.
    Department of Psychology, Umeå University, Sweden; Umeå School of Sport Science, Umeå University, Sweden.
    Sörman, Daniel
    Luleå University of Technology, Department of Health, Learning and Technology, Health, Medicine and Rehabilitation.
    Carlberg, Annika
    Department of Psychology, Umeå University, Sweden.
    Rognsvåg, Elise
    Department of Psychology, Umeå University, Sweden.
    Stenling, Andreas
    Department of Psychology, Umeå University, Sweden; Umeå School of Sport Science, Umeå University, Sweden; Department of Sport Science and Physical Education, University of Agder, Norway.
    The psychophysiological influence of exertion and affect on sport-specific cognitive and physical performance2022In: Journal of Science and Medicine in Sport, ISSN 1440-2440, E-ISSN 1878-1861, Vol. 25, no 9, p. 764-769Article in journal (Refereed)
    Abstract [en]

    Objectives:  The purpose of the present study was to examine differences in cognitive and physical performance, affective states, perceived exertion, and physiological responses between trials with cognitive, physical, or combined cognitive and physical load.

    Design:  Randomised cross-over trial.

    Methods:  Highly trained competitive orienteers (n = 15 men; n = 10 women) completed three randomised trials comprised of: (1) sport-specific cognitive tests; (2) 35-minute cycling time trial; and (3) combined sport-specific cognitive tests and 35-minute cycling time trial. Measures taken during the trials recorded affective states, perceived exertion, heart rate, blood lactate, cycling watts, as well as working memory, updating, planning and decision making.

    Results:  No significant differences in cognitive performance accuracy were observed within or across trials although reaction times improved within trials and were fastest in the combined trial. Blood lactate, heart rate, perceived exertion, negative affective states, and watts were highest in the physical trial.

    Conclusions:  The combined load of undertaking sport-specific cognitive tests and a cycling time trial did not influence cognitive performance accuracy. Athletes produced greater watts when completing the physical task independently compared with the combined trial, however psychophysiological responses were worse. Further investigation is warranted to determine whether athletes' attentional focus underpins psychophysiological responses to dual-task sport performance.

  • 7.
    Elbe, Pia
    et al.
    Luleå University of Technology, Department of Health, Education and Technology, Health, Medicine and Rehabilitation.
    Bäcklund, Christian
    Luleå University of Technology, Department of Health, Education and Technology, Health, Medicine and Rehabilitation.
    Vega-Mendoza, Mariana
    Luleå University of Technology, Department of Health, Education and Technology, Health, Medicine and Rehabilitation.
    Sörman, Daniel
    Luleå University of Technology, Department of Health, Education and Technology, Health, Medicine and Rehabilitation.
    Malmberg Gavelin, Hanna
    Department of Psychology, Umeå University, Umeå, Sweden.
    Nyberg, Lars
    Luleå University of Technology, Department of Health, Education and Technology, Health, Medicine and Rehabilitation. Department of Radiation Sciences, Radiology, Umeå University, Umeå, Sweden; Center for Lifespan Changes in Brain and Cognition, University of Oslo, Norway; Umeå Center for Functional Brain Imaging, Umeå University, Umeå, Sweden; Department of Integrative Medical Biology, Umeå University, Umeå, Sweden.
    Ljungberg, Jessica Körning
    Luleå University of Technology, Department of Health, Education and Technology, Health, Medicine and Rehabilitation.
    Computerized Cognitive Interventions for Adults With ADHD: A Systematic Review and Meta-Analysis2023In: Neuropsychology, ISSN 0894-4105, E-ISSN 1931-1559, Vol. 37, no 5, p. 519-530Article, review/survey (Refereed)
    Abstract [en]

    Objective: Treatments for adults with attention-deficit hyperactivity disorder (ADHD) are understudied, compared to children and adolescents with the same condition. In this systematic review and random-effects meta-analysis, we aim to evaluate the outcomes of computerized cognitive training (CCT) interventions in randomized controlled trials (RCTs) including adults with ADHD.

    Method: Cognitive outcomes and ADHD symptom severity were analyzed separately. In addition, the Cattell–Horn–Carroll (CHC) theory of cognitive abilities was used to categorize outcome variables into subdomains, which were analyzed separately in a subsequent analysis.

    Results: The results revealed a small positive change in overall cognitive functioning, a measure of all cognitive outcomes in each study, for individuals who took part in CCT compared to controls (k = 9, Hedge’s g = 0.235, 95% CI [0.002, 0.467], p = 0.048, τ2 = 0.000, I2 = 0.000). However, neither symptom severity nor specific cognitive outcomes (executive functioning, cognitive speed, or working memory) showed a significant improvement.

    Conclusions: We analyzed the risk of bias in the chosen studies and discuss the findings in terms of effect size. It is concluded that CCT has a small positive effect in adults with ADHD. Due to the lack of heterogeneity in intervention designs across the included studies, increased heterogeneity in future studies could help inform clinicians about the aspects of CCT, such as training type and length, that are most beneficial for this group.

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  • 8.
    Elbe, Pia
    et al.
    Umeå universitet, Institutionen för psykologi.
    Eriksson Sörman, Daniel
    Umeå universitet, Institutionen för psykologi.
    Mellqvist, Elin
    Umeå universitet, Institutionen för psykologi.
    Brändström, Julia
    Umeå universitet, Institutionen för psykologi.
    Ljungberg, Jessica K.
    Umeå universitet, Institutionen för psykologi.
    Predicting attention shifting abilities from self-reported media multitasking2019In: Psychonomic Bulletin & Review, ISSN 1069-9384, E-ISSN 1531-5320, Vol. 26, no 4, p. 1257-1265Article in journal (Refereed)
  • 9.
    Elbe, Pia
    et al.
    Luleå University of Technology, Department of Social Sciences, Technology and Arts, Humans and Technology. Luleå University of Technology, Department of Health, Learning and Technology, Health, Medicine and Rehabilitation.
    Marsh, John E.
    Department of Psychology, University of Central Lancashire.
    Sörman, Daniel
    Luleå University of Technology, Department of Health, Learning and Technology, Health, Medicine and Rehabilitation.
    Nyberg, Lars
    Umeå University.
    Vega Mendoza, Mariana
    Luleå University of Technology, Department of Social Sciences, Technology and Arts, Humans and Technology. Luleå University of Technology, Department of Health, Learning and Technology, Health, Medicine and Rehabilitation.
    Körning-Ljungberg, Jessica
    Luleå University of Technology, Department of Health, Learning and Technology, Health, Medicine and Rehabilitation.
    Differential Impacts of Addition and Omission Deviants on the Working Memory Performance of Adults with and without Self-reported ADHDManuscript (preprint) (Other academic)
    Abstract [en]

    To improve work productivity and concentration when undertaking daily tasks, such as studying or engaging in mentally difficult activities, some individuals prefer to work in the presence of background auditory noise such as music, nature sounds, or even white noise. We investigated the impact of background white noise on short-term serial recall performance in adults with (n = 66) and without (n = 66) ADHD whereby variation in other traits that could potentially influence performance (anxiety and depression) was controlled. The potential decline of the impact of task-irrelevant sound across trials (e.g., habituation) and serial position effects were also explored. Participants completed the verbal working memory task in the presence of continuous white noise sequences that were occasionally interrupted by a period of quiet (omission deviant), and continuous quiet sequences that were occasionally interrupted by a period of white noise (addition deviant). Addition deviants were more disruptive for non-ADHD individuals than ADHD individuals, while omission deviants were more disruptive for ADHD individuals than non-ADHD individuals. A direct implication of this interaction is, in order to limit distractions, adults with ADHD should refrain from listening to continuous background white noise if there is a likelihood of a break in sound stimulation, whereas adults without ADHD should avoid quiet auditory backgrounds in which a rare or unexpected sound may occur. Further, exploratory findings show the absence of a serial position primacy effect for adults self-reporting ADHD compared to adults without ADHD.

  • 10.
    Elbe, Pia
    et al.
    Department of Psychology, Umeå University, Umeå, Sweden; Umeå Center for Functional Brain Imaging, Umeå University, Umeå, Sweden.
    Marsja, Erik
    Disability Research Division, Department of Behavioural Sciences and Learning, Linköping University, Linköping, Sweden.
    Sörman, Daniel
    Luleå University of Technology, Department of Health, Education and Technology, Health, Medicine and Rehabilitation. Department of Psychology, Umeå University, Umeå, Sweden.
    Vega-Mendoza, Mariana
    Luleå University of Technology, Department of Health, Education and Technology, Health, Medicine and Rehabilitation.
    Nyberg, Lars
    Luleå University of Technology, Department of Health, Education and Technology, Health, Medicine and Rehabilitation. Umeå Center for Functional Brain Imaging, Umeå University, Umeå, Sweden; Department of Radiation Sciences and Radiology, Umeå University, Umeå, Sweden; Center for Lifespan Changes in Brain and Cognition, University of Oslo, Oslo, Norway; Department for Integrative Medical Biology, Umeå University, Umeå, Sweden.
    Körning-Ljungberg, Jessica
    Luleå University of Technology, Department of Health, Education and Technology, Health, Medicine and Rehabilitation.
    Effects of auditory and tactile distraction in adults with low and high ADHD symptoms2024In: Journal of Cognitive Psychology, ISSN 2044-5911, E-ISSN 2044-592X, Vol. 36, no 5, p. 645-656Article in journal (Refereed)
    Abstract [en]

    The purpose of this study was to investigate whether symptoms of attention deficit hyperactivity disorder (ADHD) impact distraction by unexpected deviant sounds and vibrations. The hypothesis was that there would be a difference between individuals with low and high ADHD symptom severity in deviance distraction. In a cross-modal oddball task, we measured the impact of to-be-ignored deviating auditory and vibro-tactile stimuli in 45 adults who were 18 years or older, and self-reported ADHD symptoms using the screening tool of the adult ADHD self-report scale (ASRS). Results did not show a difference between groups with low and high symptoms of ADHD in their propensity for distraction in any modality using both frequentist and Bayesian methods of analysis. The impact of the deviating sounds and vibrations on performance were similar between groups. However, the amount of missed trials, which possibly reflects mind wandering or attention away from the focal task, was higher in the high symptom group (0.5 % difference in missing data between groups). The findings indicate a difference in missed responses between groups, despite no differences in the likelihood of distraction being indicated between vibro-tactile and auditory modalities. Overall, the complexity of adult ADHD symptomatology, especially behavioral differences in attentional control is reflected in the results of this study.

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  • 11.
    Eriksson Sörman, Daniel
    et al.
    Luleå University of Technology, Department of Health, Education and Technology, Health, Medicine and Rehabilitation.
    Eriksson Dahl, Karl
    Department of Psychology, Umeå University, Umeå, Sweden.
    Lindmark, Daniel
    Department of Psychology, Umeå University, Umeå, Sweden.
    Hansson, Patrik
    Department of Psychology, Umeå University, Umeå, Sweden.
    Vega-Mendoza, Mariana
    Luleå University of Technology, Department of Health, Education and Technology, Health, Medicine and Rehabilitation.
    Körning-Ljungberg, Jessica
    Luleå University of Technology, Department of Health, Education and Technology, Health, Medicine and Rehabilitation.
    Relationships between Dota 2 expertise and decision-making ability2022In: PLOS ONE, E-ISSN 1932-6203, Vol. 17, no 3, article id e0264350Article in journal (Refereed)
    Abstract [en]

    Esports is an often time-consuming activity that has become increasingly popular with billions of players all over the world. The objective of this study was to investigate if there is a relationship between skill level in the strategy video game Dota 2, a game that places many demands on decision making to be successful, and decision making under ambiguity and experience as measured by performance in the Iowa Gambling Task (IGT), a task known to have ecological validity. Two indicators of players’ performance in Dota 2, namely match-making rating (MMR) and Medal, were used as predictors of performance in the IGT in path models. Results showed that Medal was a significant predictor of performance in IGT, while MMR score was borderline significant. The cognitive reflection task, included in the models as an indicator of the ability to engage in conscious, analytical, rational, and logical thinking, was a significant predictor of performance in IGT, and was significantly and positively related to MMR. The findings from this study give insight into the cognitive demands related to performance in Dota 2. Although results suggest that strategy video gaming may be a factor that contributes to increased decision making abilities, a reversed relationship is also possible, whereby individuals who are better at decision making are also more likely to become successful in Dota-2. More studies, preferably longitudinal, are needed to replicate the findings of this study and to establish the directionality between factors.

  • 12.
    Eriksson Sörman, Daniel
    et al.
    Umeå universitet, Institutionen för psykologi.
    Hansson, Patrik
    Umeå universitet, Institutionen för psykologi.
    Körning Ljungberg, Jessica
    Umeå universitet, Institutionen för psykologi.
    Different Features of Bilingualism in Relation to Executive Functioning2019In: Frontiers in Psychology, E-ISSN 1664-1078, Vol. 10, no 269Article in journal (Refereed)
    Abstract [en]

    The notion that the long-term practice of managing two languages is beneficial for the executive control system is an ongoing debate. Criticism have been raised that studies demonstrating a bilingual advantage often suffer from small sample sizes, and do not control for fluid intelligence as a possible confound. Taking those suggested factors into account, focusing on older bilingual age groups and investigating the potential effects of linguistic distances, this study aimed to improve the interpretations of the bilinguals’ advantages. Measures of inhibition (Flanker, Stroop, Simon task) and switching (Number-letter, Color-Shape, Local-global task) were collected in participants in the ages 50-75 years (n = 193). Despite a large study sample, results did not support any beneficial effects related to improve processing costs in executive functioning. Sub-analyses of the two different language groups (Swedish – Finnish / Swedish – English) intended to investigate the effect of linguistic distances did not change this outcome. Future studies exploring the potential long-term term effects of bilingualism would benefit from identifying tests of cognitive control with greater ecological validity and include other measures of cognitive functioning. Language learning interventions may also be a promising tool for future research.

  • 13.
    Eriksson Sörman, Daniel
    et al.
    Department of Psychology, Umeå University, Umeå, Sweden.
    Hansson, Patrik
    Department of Psychology, Umeå University, Umeå, Sweden.
    Pritschke, Ilona
    Department of Psychology, Umeå University, Umeå, Sweden.
    Körning Ljungberg, Jessica
    Luleå University of Technology, Department of Business Administration, Technology and Social Sciences, Humans and technology. Department of Psychology, Umeå University, Umeå, Sweden.
    Complexity of Primary Lifetime Occupation and Cognitive Processing2019In: Frontiers in Psychology, E-ISSN 1664-1078, Vol. 10, article id 1861Article in journal (Refereed)
    Abstract [en]

    Today, there are a lack of studies focusing on the relationship between occupational complexity and executive functioning. This is noteworthy since executive functions are core aspects of cognitive processing. The present study was aimed to investigate if three occupational complexity factors (with data, people, and things) of main lifetime occupation were related to performance in executive tasks (inhibition, switching, updating). We analyzed cross-sectional data that were available for 225 participants aged 50–75 years. Results from structural equation models showed that higher complexity levels of working with data were related to lower error rates in the updating component of cognitive control. In addition, higher rates of complexity working with people was associated with lower error rates in task-switching, which also persisted after adjustment of fluid intelligence. Complexity with things, however, was not related to performance in the executive tasks. Future studies would benefit from a longitudinal design to investigate if the results from this study also hold in the long term and to further investigate the directionality between factors.

  • 14.
    Eriksson Sörman, Daniel
    et al.
    Umeå universitet, Institutionen för psykologi.
    Hansson, Patrik
    Umeå universitet, Institutionen för psykologi.
    Rönnlund, Michael
    Umeå universitet, Institutionen för psykologi.
    Blood Pressure Levels and Longitudinal Changes in Relation to Social Network Factors2016In: Psychological Topics, ISSN 1332-0742, Vol. 25, no 1, p. 59-73Article in journal (Refereed)
    Abstract [en]

    The aim of this study was to examine the relationship between social network variables and levels of and longitudinal changes in blood pressure in a middle-aged/older sample. The participants (50-75 years at baseline; n=1097) responded to questions concerning social relationships at baseline and their blood pressure (diastolic, systolic) was measured. Blood pressure levels were reassessed 5, 10, and 15 years later. Latent growth models with responses to questions concerning social relationships as predictors and basic demographic factors (age, sex) as covariates, unexpectedly indicated that a more limited social network (no close friend, few visits, little contact with friends in other ways, not living with someone, and a composite index based on all questions) was associated with significantly lower diastolic blood pressure levels. For systolic blood pressure a similar result was observed for one of the variables (lack of a close friend). In general, these effects diminished over time, as indexed by the positive relationship between several of the social variables and slope. The results were little affected by inclusion of additional covariates (e.g. measures of psychological distress, smoking/alcohol habits, and BMI) suggesting that the origins of this unexpected pattern of findings must probably be sought for in other subjectrelated factors, such as, for example, increased help seeking. Future studies should consider qualitative aspects (e.g. feelings of loneliness, quality of social relationships) in addition to structural aspects to provide a better understanding of these associations.

  • 15.
    Eriksson Sörman, Daniel
    et al.
    Department of Psychology, Umeå University, Umeå, Sweden.
    Josefsson, Maria
    Centre for Demographic and Ageing Research, Umeå University, Umeå, Sweden.
    Marsh, John E.
    School of Psychology, University of Central Lancashire, Preston, United Kingdom.
    Hansson, Patrik
    Department of Psychology, Umeå University, Umeå, Sweden.
    Ljungberg, Jessica K.
    Department of Psychology, Umeå University, Umeå, Sweden.
    Longitudinal effects of bilingualism on dual-tasking2017In: PLOS ONE, E-ISSN 1932-6203, Vol. 12, no 12, article id e0189299Article in journal (Refereed)
    Abstract [en]

    An ongoing debate surrounds whether bilinguals outperform monolinguals in tests of executive processing. The aim of this study was to investigate if there are long-term (10 year) bilingual advantages in executive processing, as indexed by dual-task performance, in a sample that were 40–65 years at baseline. The bilingual (n = 24) and monolingual (n = 24) participants were matched on age, sex, education, fluid intelligence, and study sample. Participants performed free-recall for a 12-item list in three dual-task settings wherein they sorted cards either during encoding, retrieval, or during both encoding and retrieval of the word-list. Free recall without card sorting was used as a reference to compute dual-task costs. The results showed that bilinguals significantly outperformed monolinguals when they performed card-sorting during both encoding and retrieval of the word-list, the condition that presumably placed the highest demands on executive functioning. However, dual-task costs increased over time for bilinguals relative to monolinguals, a finding that is possibly influenced by retirement age and limited use of second language in the bilingual group.

  • 16.
    Eriksson Sörman, Daniel
    et al.
    Umeå universitet, Institutionen för psykologi.
    Körning Ljungberg, Jessica
    Umeå universitet, Institutionen för psykologi.
    Rönnlund, Michael
    Umeå universitet, Institutionen för psykologi.
    Reading Habits Among Older Adults in Relation to Level and 15-Year Changes in Verbal Fluency and Episodic Recall2018In: Frontiers in Psychology, E-ISSN 1664-1078, Vol. 9, article id 1872Article in journal (Refereed)
    Abstract [en]

    The main objective of this study was to investigate reading habits in older adults in relation to level and 15-year changes in verbal fluency and episodic recall. We examined a sample of 1157 participants (55 years at baseline) up to 15 years after the baseline assessment using latent growth curve modeling of cognitive measures with baseline reading frequency (books, weekly magazines) as a predictor of cognitive level (intercept) and rate of change (slope). Subgroup analyses were performed to investigate the role of an early adult g factor in the association between reading habits and cognitive ability in midlife. Frequent reading of books, but not of magazines, was associated with higher levels of verbal fluency and recall but unrelated to rate of longitudinal decline. Subgroup analyses indicated that the g factor in early adulthood predicted reading and cognitive level in midlife and this factor removed the current association between reading habits and level of cognitive ability (both cognitive factors). The results indicate an enduring relationship between book reading and level of cognitive ability across the adult life span and provide little support of the hypothesis that frequent reading protects against latelife cognitive decline. The extent to which book reading promotes cognitive functioning in childhood/youth remains to be demonstrated. Intervention studies may be useful in this regard.

  • 17.
    Eriksson Sörman, Daniel
    et al.
    Umeå universitet, Institutionen för psykologi.
    Rönnlund, Michael
    Umeå universitet, Institutionen för psykologi.
    Ger en aktiv livsstil bättre minne?2011Other (Other academic)
    Abstract [sv]

    Det sägs ibland att aktivteter som stimulerar hjärnan förbättrar minnet. En rad studier indikerar också att olika typer av livsstilsfaktorer hänger samman med prestation i kognitiva test. De visar att dålig minnesförmåga är överrepresenterad hos dem som inte ägnar sig åt fritidsaktiviteter såsom att läsa, idrotta och lägga pussel.

  • 18.
    Eriksson Sörman, Daniel
    et al.
    Umeå universitet, Institutionen för psykologi.
    Rönnlund, Michael
    Umeå universitet, Institutionen för psykologi.
    Sundström, Anna
    Umeå universitet, Institutionen för psykologi.
    Adolfsson, Rolf
    Umeå universitet, Psykiatri.
    Nilsson, Lars-Göran
    Umeå universitet, Umeå centrum för funktionell hjärnavbildning (UFBI).
    Social relationships and risk of dementia: a population-based study2015In: International psychogeriatrics, ISSN 1041-6102, E-ISSN 1741-203X, Vol. 27, no 8, p. 1391-1399Article in journal (Refereed)
    Abstract [en]

    Background: The objective was to examine whether aspects of social relationships in old age are associated with all-cause dementia and Alzheimer's disease (AD).

    Methods: We studied 1,715 older adults (≥ 65 years) who were dementia-free at baseline over a period of up to 16 years. Data on living status, contact/visit frequency, satisfaction with contact frequency, and having/not having a close friend were analyzed using Cox proportional hazards regressions with all-cause dementia or AD as the dependent variable. To control for reverse causality and to identify potential long-term effects, we additionally performed analyses with delayed entry.

    Results: We identified 373 incident cases of dementia (207 with AD) during follow-up. The variable visiting/visits from friends was associated with reduced risk of all-cause dementia. Further, a higher value on the relationships index (sum of all variables) was associated with reduced risk of all-cause dementia and AD. However, in analyses with delayed entry, restricted to participants with a survival time of three years or more, none of the social relationship variables was associated with all-cause dementia or AD.

    Conclusions: The results indicate that certain aspects of social relationships are associated with incident dementia or AD, but also that these associations may reflect reverse causality. Future studies aimed at identifying other factors of a person's social life that may have the potential to postpone dementia should consider the effects of reverse causality.

  • 19.
    Eriksson Sörman, Daniel
    et al.
    Department of Psychology, Umeå University, 901 87, Umeå, Sweden.
    Rönnlund, Michael
    Department of Psychology, Umeå University, 901 87, Umeå, Sweden.
    Sundström, Anna
    Department of Psychology, Umeå University, 901 87, Umeå, Sweden; Centre for Demographic and Ageing Research (CEDAR), Umeå University, Umeå, Sweden.
    Norberg, Margareta
    Centre for Demographic and Ageing Research (CEDAR), Umeå University, Umeå, Sweden; Department of Public Health and Clinical Medicine, Umeå University, 901 87, Umeå, Sweden.
    Nilsson, Lars-Göran
    Aging Research Center (ARC), Karolinska Institutet, 113 30, Stockholm, Sweden; Umeå Center of Functional Brain Imaging, Umeå University, 901 87, Umeå, Sweden.
    Social Network Size and Cognitive Functioning in Middle-Aged Adults: Cross-Sectional and Longitudinal Associations2017In: Journal of Adult Development, ISSN 1068-0667, E-ISSN 1573-3440, Vol. 24, no 2, p. 77-88Article in journal (Refereed)
    Abstract [en]

    The objective of the present study was to examine relations between social network size and three cognitive abilities (episodic memory, semantic memory, visuospatial ability) in middle-aged adults. We analyzed cross-sectional data on social network size and cognitive functioning that were available for 804 participants aged 40–60 years. In addition, we examined 5- and 10-year follow-up measurements of cognitive functioning that were available for 604 and 255 participants, respectively. Cross-sectional analyses revealed a positive association between social network size and each of the three cognitive abilities. Baseline network size was positively related to 5-year changes in semantic memory, and to 10-year changes in semantic as well as episodic memory, but was unrelated to changes in visuospatial performance. A minor portion of the sample (n = 131) had 10-year follow-up data on network size. Cross-lagged panel correlations revealed that baseline network size was associated with follow-up measurement in cognitive functioning (episodic memory, semantic memory), whereas baseline cognitive performance was unrelated to future network size. Together, the results demonstrate a small but positive relation between network size and declarative memory abilities, in line with models proposing a cognitive reserve built up by factors such as the increased cognitive stimulation associated with a more extensive social network.

  • 20.
    Eriksson Sörman, Daniel
    et al.
    Luleå University of Technology, Department of Health, Learning and Technology, Health, Medicine and Rehabilitation.
    Stenling, Andreas
    Department of Psychology, Umeå University, Sweden; Department of Sport Science and Physical Education, University of Agder, Norway.
    Sundström, Anna
    Department of Psychology, Umeå University, Sweden; Centre for Demographic and Ageing Research (CEDAR), Umeå University, Sweden; Research and Development Unit, Sundsvall Hospital, Region Västernorrland, Sundsvall, Sweden.
    Rönnlund, Michael
    Department of Psychology, Umeå University, Sweden.
    Vega Mendoza, Mariana
    Luleå University of Technology, Department of Health, Learning and Technology, Health, Medicine and Rehabilitation.
    Hansson, Patrik
    Department of Psychology, Umeå University, Sweden.
    Ljungberg, Jessica K.
    Luleå University of Technology, Department of Health, Learning and Technology, Health, Medicine and Rehabilitation.
    Occupational cognitive complexity and episodic memory in old age2021In: Intelligence, ISSN 0160-2896, E-ISSN 1873-7935, Vol. 89, article id 101598Article in journal (Refereed)
    Abstract [en]

    The aim of this study was to investigate occupational cognitive complexity of main lifetime occupation in relation to level and 15-year change in episodic memory recall in a sample of older adults (≥ 65 years, n = 780). We used latent growth curve modelling with occupational cognitive complexity (O*NET indicators) as independent variable. Subgroup analyses in a sample of middle-aged (mean: 49.9 years) men (n = 260) were additionally performed to investigate if a general cognitive ability (g) factor at age 18 was predictive of future occupational cognitive complexity and cognitive performance in midlife. For the older sample, a higher level of occupational cognitive complexity was related to a higher level of episodic recall (β = 0.15, p < .001), but the association with rate of change (β = 0.03, p = .64) was not statistically significant. In the middle-aged sample, g at age 18 was both directly (β = 0.19, p = .01) and indirectly (via years of education after age 18, ab = 0.19) predictive of midlife levels of occupational cognitive complexity. Cognitive ability at age 18 was also a direct predictor of midlife episodic recall (β = 0.60, p ≤ 0.001). Critically, entry of the early adult g factor attenuated the association between occupational complexity and cognitive level (from β = 0.21, p = .01 to β = 0.12, p = .14). Overall, our results support a pattern of preserved differentiation from early to late adulthood for individuals with different histories of occupational complexity.

  • 21.
    Eriksson Sörman, Daniel
    et al.
    Department of Psychology, Umeå University, Umeå, Sweden.
    Sundström, Anna
    Department of Psychology, Umeå University, Umeå, Sweden; Centre for Population Studies/Ageing and Living Conditions, Umeå University, Umeå, Sweden.
    Rönnlund, Michael
    Department of Psychology, Umeå University, Umeå, Sweden.
    Adolfsson, Rolf
    Department of Clinical Sciences, Division of Psychiatry, Umeå University, S-901 87 Umeå, Sweden.
    Nilsson, Lars-Göran
    Department of Psychology, Stockholm University; Stockholm Brain Institute, S-106 91 Stockholm, Sweden.
    Leisure Activity in Old Age and Risk of Dementia: A 15-Year Prospective Study2014In: The journals of gerontology. Series B, Psychological sciences and social sciences, ISSN 1079-5014, E-ISSN 1758-5368, Vol. 69, no 4, p. 493-501Article in journal (Refereed)
    Abstract [en]

    Objectives. The aim of this study was to investigate whether leisure activity is associated with incident dementia in an older sample. Method. We examined a sample of 1,475 elderly (>= 65 years) who were dementia free at baseline over a follow-up period of up to 15 years. In addition to analyses involving the total time period, separate analyses of three time periods were performed, 1-5, 6-10, and 11-15 years, following baseline measurement of leisure activity. Results. After controlling for a variety of potential confounders, analyses of data for the total time period revealed that higher levels of Total activity and Social activity, but not Mental activity, were associated with decreased risk of dementia. However, analyses of the separate time periods showed that this association was only significant in the first time period, 1-5 years after baseline. Discussion. The results from this study provide little support for the hypothesis that frequent engagement in leisure activities among elderly serve to protect against dementia diseases across a longer time frame. The finding of a relationship for the first time period, 1-5 years after baseline, could indicate short-term protective effects but could also reflect reverse causality.

  • 22.
    Hansson, Patrik
    et al.
    Department of Psychology, Umeå University, Umeå, Sweden.
    Eriksson Sörman, Daniel
    Department of Psychology, Umeå University, Umeå, Sweden.
    Bergdahl, Jan
    Department of Psychology, Umeå University, Umeå, Sweden; Institute of Clinical Dentistry, UIT The Arctic University of Norway, Tromsø, Norway.
    Bergdahl, Maud
    Institute of Clinical Dentistry, UIT The Arctic University of Norway, Tromsø, Norway.
    Nyberg, Lars
    Department of Radiation Sciences, Umeå University, Umeå, Sweden.
    Adolfsson, Rolf
    Department of Clinical Sciences, Division of Psychiatry, Umeå University, Umeå, Sweden.
    Nilsson, Lars-Goran
    Department of Psychology, Stockholm University, Stockholm, Sweden; Stockholm Brain Institute, Stockholm, Sweden.
    Dental Status Is Unrelated to Risk of Dementia: A 20-Year Prospective Study2014In: Journal of The American Geriatrics Society, ISSN 0002-8614, E-ISSN 1532-5415, Vol. 62, no 5, p. 979-981Article in journal (Refereed)
  • 23.
    Hjärtström, Hanna
    et al.
    Umeå universitet, Institutionen för psykologi.
    Sörman, Daniel E.
    Umeå universitet, Institutionen för psykologi.
    Ljungberg, Jessica K.
    Umeå universitet, Institutionen för psykologi.
    Distraction and facilitation: The impact of emotional sounds in an emoji oddball task2019In: PsyCh Journal, ISSN 2046-0252, E-ISSN 2046-0260, Vol. 8, no 2, p. 180-186Article in journal (Refereed)
    Abstract [en]

    Emotional stimuli are argued to capture attention and consume attentional resources differently depending on their emotionalcontent. The present study investigates the impact of the automatic detection of unexpected and to-be-ignored emotional stimuli onhuman behavioral responses, and aims to unravel the differences in distraction between two negative emotional stimuli: sadness and anger.Forty participants (Mage= 25.5 years) performed a visual categorization task where angry and sad emoji faces were presented after eithera standard neutral tone (in 80% of trials) or a deviant emotional sound (tone changing in pitch; sad or angry sound in 10% of trials each)that was to be ignored. Deviant trials were either congruent (e.g., sad sound—sad face) or incongruent (e.g., angry sound—sad face).Although the stimuli presented to the participants were brief and to-be-ignored, results indicate that participants were significantly moredistracted by sad compared to angry stimuli (seen as prolonged response times). Findings are discussed with reference to the nature ofthe two negative emotions.

  • 24.
    Hulaj, Rame
    et al.
    Department of Psychology, Umeå University, Umeå, Sweden.
    Nyström, Markus B. T.
    Department of Psychology, Umeå University, Umeå, Sweden.
    E. Sörman, Daniel
    Luleå University of Technology, Department of Business Administration, Technology and Social Sciences, Humans and technology.
    Backlund, Christian
    Luleå University of Technology, Department of Business Administration, Technology and Social Sciences, Humans and technology.
    Röhlcke, Sebastian
    Department of Psychology, Umeå University, Umeå, Sweden.
    Jonsson, Bert
    Department of Applied Educational Science, Umeå University, Umeå, Sweden.
    A Motivational Model Explaining Performance in Video Games2020In: Frontiers in Psychology, E-ISSN 1664-1078, Vol. 11, article id 1510Article in journal (Refereed)
    Abstract [en]

    Esports are a rapidly growing phenomenon and understanding of factors underlying game performance are therefore of great interest. The present study investigated the influence of satisfaction of basic psychological needs (competence, autonomy, and relatedness), type of motivation (amotivation, external regulation, introjected regulation, identified regulation, integrated regulation, and intrinsic motivation), and number of matches played (time on task) on individuals’ performance on a matchmaking rating (MMR) in the video game Defence of the Ancients 2 (Dota 2). Collected data from 315 participants was included in the analyses. A web-based questionnaire was used to collect data and structural equation modelling (SEM) was performed to analyze the data. The results show that perceived competence and autonomy were the only significant predictors of MMR performance beyond matches played. Fulfillment of relatedness, as well as motivational factors, were not found to be predictors of MMR scores. The strong effect of matches played, used as proxy of time on task, emphasize the effect of time and practice as a critical aspect of video-game expertise.

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  • 25.
    Körning-Ljungberg, Jessica
    et al.
    Luleå University of Technology, Department of Business Administration, Technology and Social Sciences, Humans and technology. Department of Psychology, Umeå University, Umeå, Sweden.
    Elbe, Pia
    Luleå University of Technology, Department of Business Administration, Technology and Social Sciences, Humans and technology. Department of Psychology, Umeå University, Umeå, Sweden.
    Sörman, Daniel E.
    Department of Psychology, Umeå University, Umeå, Sweden.
    The bilingual effects of linguistic distances on episodic memory and verbal fluency2020In: Scandinavian Journal of Psychology, ISSN 0036-5564, E-ISSN 1467-9450, Vol. 61, no 2, p. 195-203Article in journal (Refereed)
    Abstract [en]

    The impact of linguistic distance or the relatedness between two languages, on bilinguals’ episodic memory performance and verbal fluency is an understudied area. Thus, the purpose of this study was to determine if differences in linguistic distances have differential effects on these abilities. Measures of episodic recognition, categorical fluency, and global cognitive functioning were also considered in the analyses. Two matched samples with participants living and educated in Sweden were drawn from the Betula Prospective Cohort Study. Results showed that bilinguals who speak linguistically similar languages (Swedish and English), performed significantly better than monolinguals on both episodic memory recall and letter fluency, while bilinguals who speak two languages that are more distant (Swedish and Finnish), showed no advantages compared to their monolingual counterparts. For both tasks, however, a linear trend was observed indicative of better performance for the Swedish‐English group compared to the Finnish‐Swedish group, and for the Swedish‐Finnish group compared to the monolinguals group. As expected, no differences between groups were found in any of the other cognitive tasks. Overall, results suggest that the impact of linguistic distances should be explored in more detail in the future.

  • 26.
    Marsh, John E.
    et al.
    Department of Environmental Psychology, University of Gävle, Gävle, Sweden. School of Psychology, University of Central Lancashire, Preston, United Kingdom.
    Hansson, Patrik
    Department of Psychology, Umeå University, Umeå, Sweden.
    Eriksson Sörman, Daniel
    Department of Psychology, Umeå University, Umeå, Sweden.
    Körning-Ljungberg, Jessica
    Luleå University of Technology, Department of Business Administration, Technology and Social Sciences, Humans and technology. Department of Psychology, Umeå University, Umeå, Sweden.
    Executive Processes Underpin the Bilingual Advantage on Phonemic Fluency: Evidence From Analyses of Switching and Clustering2019In: Frontiers in Psychology, E-ISSN 1664-1078, Vol. 10, article id 1355Article in journal (Refereed)
    Abstract [en]

    Bilinguals often show a disadvantage in lexical access on verbal fluency tasks wherein the criteria require the production of words from semantic categories. However, the pattern is more heterogeneous for letter (phonemic) fluency wherein the task is to produce words beginning with a given letter. Here, bilinguals often outperform monolinguals. One explanation for this is that phonemic fluency, as compared with semantic fluency, is more greatly underpinned by executive processes and that bilinguals exhibit better performance on phonemic fluency due to better executive functions. In this study, we re-analyzed phonemic fluency data from the Betula study, scoring outputs according to two measures that purportedly reflect executive processes: clustering and switching. Consistent with the notion that bilinguals have superior executive processes and that these can be used to offset a bilingual disadvantage in verbal fluency, bilinguals (35-65 years at baseline) demonstrated greater switching and clustering throughout the 15-year study period.

  • 27.
    Neely, Gregory
    et al.
    Department of Psychology, Umeå University, Umeå, Sweden.
    Eriksson Sörman, Daniel
    Department of Psychology, Umeå University, Umeå, Sweden.
    Ljungberg, Jessica K.
    Department of Psychology, Umeå University, Umeå, Sweden, .School of Psychology, Cardiff University, Cardiff, United Kingdom.
    The impact of spoken action words on performance in a cross-modal oddball task2018In: PLOS ONE, E-ISSN 1932-6203, Vol. 13, no 11Article in journal (Refereed)
    Abstract [en]

    In this study a cross-modal oddball task was employed to study the effect that words spokeneither non-urgently or urgently would have on a digit categorization task and if women wouldexhibit greater behavioral inhibitory control. The words were unrelated to the task itself, butrelated to the action required to complete the task. Forty participants (21 women) conducteda computerized categorization task while exposed to a sinewave tone as a standard stimulus(75% of the trials) or a to-be ignored word (press, stop) spoken either non-urgently orurgently as unexpected auditory deviant stimulus (6.25% trials for each category). Urgentwords had sharp intonation and an average fundamental frequency (F0) ranging from 191.9(stop) to 204.6 (press) Hz. Non-urgent words had low intonation with average F0 rangingfrom 103.9.9 (stop) to 120.3 (press) Hz. As expected, deviant distraction and longerresponse times were found by exposure to the word stop, but deviant distraction was notfound to be significant with the word press or due to intonation. While the results showedthat women had in general longer reaction times, there were no gender differences foundrelated to the deviant distraction caused by word or intonation. The present results do notsupport the hypothesis that women have greater behavioral inhibitory control, but there wasevidence that the meaning of the word could influence response times.

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  • 28.
    Nyberg, Lars
    et al.
    Department of Radiation Sciences, Umeå University, S-90187 Umeå, Sweden. Umeå Center for Functional Brain Imaging (UFBI), Umeå University, S-90187 Umeå, Sweden. Department of Integrative Medical Biology, Umeå University, S-90187 Umeå, Sweden.
    Boraxbekk, Carl-Johan
    Department of Radiation Sciences, Umeå University, S-90187 Umeå, Sweden. Umeå Center for Functional Brain Imaging (UFBI), Umeå University, S-90187 Umeå, Sweden. Danish Research Centre for Magnetic Resonance (DRCMR), Centre for Functional and Diagnostic Imaging and Research, Copenhagen University Hospital Hvidovre, Denmark. Institute of Sports Medicine Copenhagen (ISMC), Copenhagen University Hospital Bispebjerg, Copenhagen, Denmark.
    Eriksson Sörman, Daniel
    Luleå University of Technology, Department of Business Administration, Technology and Social Sciences, Humans and technology.
    Hansson, Patrik
    Department of Psychology, Umeå University, S-90187 Umeå, Sweden.
    Herlitz, Agneta
    Department of Clinical Neuroscience, Division of Psychology, Karolinska Institutet, S-17177 Stockholm, Sweden.
    Kauppi, Karolina
    Department of Integrative Medical Biology, Umeå University, S-90187 Umeå, Sweden. Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.
    Ljungberg, Jessica K.
    Luleå University of Technology, Department of Business Administration, Technology and Social Sciences, Humans and technology.
    Lövheim, Hugo
    Department of Community Medicine and Rehabilitation, Geriatric Medicine, Umeå University, Umeå, Sweden. Wallenberg Centre for Molecular Medicine (WCMM), Umeå University, Umeå, Sweden.
    Lundquist, Anders
    Umeå Center for Functional Brain Imaging (UFBI), Umeå University, S-90187 Umeå, Sweden. Department of Statistics, USBE, Umeå University, 901 87 Umeå, Sweden.
    Nordin Adolfsson, Annelie
    Department of Clinical Sciences, Umeå University, S-90187 Umeå, Sweden.
    Oudin, Anna
    Department of Public Health and Clinical Medicine, Umeå University, S-90187 Umeå, Sweden. Environment Society and Health, Occupational and Environmental Medicine, Lund University.
    Pudas, Sara
    Umeå Center for Functional Brain Imaging (UFBI), Umeå University, S-90187 Umeå, Sweden. Department of Integrative Medical Biology, Umeå University, S-90187 Umeå, Sweden.
    Rönnlund, Michael
    Department of Psychology, Umeå University, S-90187 Umeå, Sweden.
    Stiernstedt, Mikael
    Umeå Center for Functional Brain Imaging (UFBI), Umeå University, S-90187 Umeå, Sweden. Department of Integrative Medical Biology, Umeå University, S-90187 Umeå, Sweden.
    Sundström, Anna
    Department of Psychology, Umeå University, S-90187 Umeå, Sweden. Centre for Demographic and Ageing Research (CEDAR), Umeå University, S-90187 Umeå, Sweden.
    Adolfsson, Rolf
    Department of Clinical Sciences, Umeå University, S-90187 Umeå, Sweden.
    Biological and environmental predictors of heterogeneity in neurocognitive ageing: Evidence from Betula and other longitudinal studies2020In: Ageing Research Reviews, ISSN 1568-1637, E-ISSN 1872-9649, Vol. 64, article id 101184Article, review/survey (Refereed)
    Abstract [en]

    Individual differences in cognitive performance increase with advancing age, reflecting marked cognitive changes in some individuals along with little or no change in others. Genetic and lifestyle factors are assumed to influence cognitive performance in aging by affecting the magnitude and extent of age-related brain changes (i.e., brain maintenance or atrophy), as well as the ability to recruit compensatory processes. The purpose of this review is to present findings from the Betula study and other longitudinal studies, with a focus on clarifying the role of key biological and environmental factors assumed to underlie individual differences in brain and cognitive aging. We discuss the vital importance of sampling, analytic methods, consideration of non-ignorable dropout, and related issues for valid conclusions on factors that influence healthy neurocognitive aging.

  • 29.
    Nyström, Markus B. T.
    et al.
    Deparment of Psychology, Umeå University, Umeå, Sweden; The Graduate School in Population Dynamics and Public Policy, Umeå University, Umeå, Sweden.
    Eriksson Sörman, Daniel
    Deparment of Psychology, Umeå University, Umeå, Sweden.
    Kormi-Nouri, Reza
    School of Law, Psychology and Social Work, Örebro University, Örebro, Sweden.
    Rönnlund, Michael
    Deparment of Psychology, Umeå University, Umeå, Sweden.
    To what extent is subjective well-being in late adulthood related to subjective and objective memory functioning? Five-year cross-lagged panel analyses2019In: Aging & Mental Health, ISSN 1360-7863, E-ISSN 1364-6915, Vol. 23, no 1, p. 92-99Article in journal (Refereed)
  • 30.
    Nyström, Markus B. T.
    et al.
    Department of Psychology, Umeå University, Umeå, Sweden.
    Hassmén, Peter
    Department of Psychology, Umeå University, Umeå, Sweden; School of Health and Human Sciences, Southern Cross University, Coffs Harbour, Australia.
    Eriksson Sörman, Daniel
    Department of Psychology, Umeå University, Umeå, Sweden.
    Wigforss, Thomas
    Department of Psychology, Umeå University, Umeå, Sweden.
    Andersson, Gerhard
    Department of Behavioural Sciences and Learning, Linköping University, Linköping, Sweden; Department of Clinical Neuroscience, Karolinska Institute, Stockholm, Sweden.
    Carlbring, Per
    Department of Psychology, Stockholm University, Stockholm, Sweden.
    Are physical activity and sedentary behavior related to depression?2019In: Cogent Psychology, E-ISSN 2331-1908, Vol. 6, no 1, article id 1633810Article in journal (Refereed)
    Abstract [en]

    Depression is an increasing public health concern with rising prevalence. Nevertheless, far from everyone seeks help or receives adequate treatment. Although psychotherapy and antidepressants still constitute the bulk of treatments offered, recent research suggests that physical activity (PA) can be a powerful adjunct therapy while sedentary behavior (SB) is a definite risk factor for developing depression. The aim of the present study was to investigate the relationship between PA, SB and depressive symptoms in a population (n = 962) of applicants for an online treatment study. This study hypothesised that there will be; (1) a positive relationship between SB and depressive symptoms, and (2) a negative relationship between PA and depressive symptoms. In addition we investigated whether the combination of a sedentary lifestyle and physical inactivity increased the risk for depressive symptoms. Finally, we also examined whether gender, age, marital status, educational level, or medication affected the relationship between PA, SB, and depressive symptoms. The results showed a positive correlation between SB and depression. There was, however, no statistically significant support for a negative relation between PA and depressive symptoms. Even though no conclusions about causality can be drawn, our results suggest that high SB, being a woman, being young, not being in a stable relationship, and current or previous medication are risk factors for depression. To be able to determine the causal direction, that is, whether high SB increases the risk for depressive symptoms, or if depressive symptoms increase the likelihood of high SB, further research is needed.

  • 31.
    Röhlcke, Sebastian
    et al.
    Umeå universitet, Institutionen för psykologi.
    Bäcklund, Christian
    Umeå universitet, Institutionen för psykologi.
    Eriksson Sörman, Daniel
    Umeå universitet, Institutionen för psykologi.
    Jonsson, Bert
    Umeå universitet, Institutionen för psykologi.
    Time on task matters most in video game expertise2018In: PLOS ONE, E-ISSN 1932-6203, Vol. 13, no 10, article id e0206555Article in journal (Refereed)
    Abstract [en]

    In this study, we investigated whether working memory capacity (WMC), personality characteristics (grit) and number of matches played (time on task) can predict performance score (matchmaking rating [MMR]) in experienced players of a popular video game called Dota 2. A questionnaire and four online-based cognitive tasks were used to gather the data, and structural equation modelling (SEM) was used to investigate the interrelationships between constructs. The results showed that time on task was the strongest predictor of MMR, and grit also significantly influenced performance. However, WMC did not play a substantial role in predicting performance while playing Dota 2. These results are discussed in relation to sample characteristics and the role of deliberate practice and skill acquisition within the domain of playing Dota 2. Further, we suggest that future research investigates the social aspects of attaining skill, the relationship between personality and performance, and the qualitative aspects of time spent on a task.

  • 32.
    Rönnlund, Michael
    et al.
    Umeå University , Sweden.
    Sundström, Anna
    Umeå University , Sweden.
    Eriksson Sörman, Daniel
    Umeå University , Sweden.
    Nilsson, Lars-Göran
    Stockholm University & Stockholm Brain Institute, Sweden.
    Effects of perceived long-term stress on subjective and objective aspects of memory and cognitive functioning in a middle-aged population-based sample.2013In: The Journal of Genetic Psychology, ISSN 0022-1325, E-ISSN 1940-0896, Vol. 174, no 1, p. 25-41Article in journal (Refereed)
  • 33.
    Stenling, Andreas
    et al.
    Department of Psychology, Umeå University, Umeå, Sweden. Department of Psychology and Brain Health Research Centre, University of Otago, Dunedin, New Zealand. Brain Research New Zealand, Auckland, New Zealand.
    Eriksson Sörman, Daniel
    Luleå University of Technology, Department of Business Administration, Technology and Social Sciences, Human Work Science. Department of Psychology, Umeå University, Umeå, Sweden.
    Lindwall, Magnus
    Department of Psychology, University of Gothenburg, Gothenburg, Sweden. Åstrand Laboratory of Work Physiology, The Swedish School of Sport and Health Sciences, Stockholm, Sweden.
    Hansson, Patrik
    Department of Psychology, Umeå University, Umeå, Sweden.
    Körning Ljungberg, Jessica
    Luleå University of Technology, Department of Business Administration, Technology and Social Sciences, Human Work Science. Department of Psychology, Umeå University, Umeå, Sweden.
    Machado, Liana
    Department of Psychology and Brain Health Research Centre, University of Otago, Dunedin, New Zealand. Brain Research New Zealand, Auckland, New Zealand .
    Physical activity and cognitive function: between-person and within-person associations and moderators2021In: Aging, Neuropsychology and Cognition, ISSN 1382-5585, E-ISSN 1744-4128, Vol. 28, no 3, p. 392-417Article in journal (Refereed)
    Abstract [en]

    In the present study, we decomposed between- and within-person effects and examined moderators of the longitudinal physical activity-cognition association. Participants (N = 1722) were drawn from the Betula study and we included four waves of data across 15 years. Bayesian multilevel modeling showed that self-reported physical activity did not predict changes in cognitive function. Physical activity positively predicted cognitive performance at baseline, and the relations were stronger for more active (compared to less active) older adults. Physical activity had a positive within-person effect on cognitive function. The within-person effect of physical activity on episodic memory recall was stronger for participants who on average engaged in less physical activity. The within-person effect on verbal fluency was stronger for participants with more education. Our results suggest that preserving cognitive functioning in old age might be more a matter of what you do in old age than reflecting what you did earlier in life.

  • 34.
    Stenling, Andreas
    et al.
    Department of Psychology, Umeå University, Umeå, Sweden; Department of Sport Science and Physical Education, University of Agder, Kristiansand, Norway.
    Eriksson Sörman, Daniel
    Luleå University of Technology, Department of Health, Learning and Technology, Health, Medicine and Rehabilitation.
    Lindwall, Magnus
    Department of Psychology & AgeCap, University of Gothenburg, Gothenburg, Sweden; The Swedish School of Sport and Health Sciences, Stockholm, Sweden.
    Machado, Liana
    Department of Psychology and Brain Health Research Centre, University of Otago, Dunedin, New Zealand; Brain Research New Zealand, Auckland, New Zealand.
    Bidirectional Within- and Between-Person Relations Between Physical Activity and Cognitive Function2022In: The journals of gerontology. Series B, Psychological sciences and social sciences, ISSN 1079-5014, E-ISSN 1758-5368, Vol. 77, no 4, p. 704-709Article in journal (Refereed)
    Abstract [en]

    Objectives: To examine bidirectional within- and between-person relations between physical activity and cognitive function across 15 years.

    Methods: Participants (N = 1,722, age range 40–85 years, 55% women) were drawn from the Betula prospective cohort study. We included 4 waves of data. Bivariate latent curve models with structured residuals were estimated to examine bidirectional within- and between-person relations between physical activity and cognitive function (episodic memory recall, verbal fluency, visuospatial ability).

    Results: We observed no statistically significant bidirectional within-person relations over time. Higher levels of physical activity at baseline were related to less decline in episodic memory recall. Positive occasion-specific within- and betweenperson relations were observed, with the most consistent being between physical activity and episodic memory recall.

    Discussion: The lack of bidirectional within-person relations indicates that shorter time lags may be needed to capture time-ordered within-person relations. The link between higher physical activity at baseline and less decline in episodic memory recall over time may indicate a protective effect of physical activity on episodic memory recall.

  • 35.
    Sundström, Anna
    et al.
    Department of Psychology, Umeå University, Umeå, Sweden. Centre for Demographic and Ageing Research (CEDAR), Umeå University, Umeå, Sweden.
    Eriksson Sörman, Daniel
    Luleå University of Technology, Department of Business Administration, Technology and Social Sciences, Humans and technology. Department of Psychology, Umeå University, Umeå, Sweden.
    Hansson, Patrik
    Department of Psychology, Umeå University, Umeå, Sweden.
    Körning-Ljungberg, Jessica
    Luleå University of Technology, Department of Business Administration, Technology and Social Sciences, Humans and technology. Department of Psychology, Umeå University, Umeå, Sweden .
    Adolfsson, Rolf
    Department of Clinical Sciences, Umeå University, Umeå, Sweden.
    Mental Demands at Work and Risk of Dementia.2020In: Journal of Alzheimer's Disease, ISSN 1387-2877, E-ISSN 1875-8908, Vol. 74, no 3, p. 735-740Article in journal (Refereed)
    Abstract [en]

    High mental demands at work was examined as a possible protective factor to reduce the risk of dementia in 1,277 initially dementia-free participants, aged 60 years and older. The cohort was followed for a mean of 13.6 years. During follow-up, 376 participants developed all-cause dementia (Alzheimer’s disease = 199; vascular dementia = 145). The association between mental demands at work and dementia was analyzed with Cox hazard models, adjusted for a range of covariates. The results revealed no significant association between mental demands at work and incidence of dementia. Based on the measures used in this study, it was concluded that high mental demands at work may not reduce the risk of dementia later on in life.

  • 36.
    Sörman, Daniel Eriksson
    et al.
    Luleå University of Technology, Department of Health, Education and Technology, Health, Medicine and Rehabilitation. Department of Psychology, Umeå University, Umeå, Sweden.
    Åstrom, Elisabeth
    Department of Psychology, Umeå University, Umeå, Sweden.
    Ahlström, Mikael
    Luleå University of Technology, Department of Health, Education and Technology, Health, Medicine and Rehabilitation.
    Adolfsson, Rolf
    Department of Clinical Science, Umeå University, Umeå, Sweden.
    Körning Ljungberg, Jessica
    Luleå University of Technology, Department of Health, Education and Technology, Health, Medicine and Rehabilitation.
    The influence of personality traits on engagement in lifelong learning2024In: International Journal of Lifelong Education, ISSN 0260-1370, E-ISSN 1464-519X, Vol. 43, no 2-3, p. 259-276Article in journal (Refereed)
    Abstract [en]

    Today, adult individuals must be able to continuously learn and adapt to the rapid changes occurring in society. However, little is known about the individual characteristics, particularly personality traits, that make adults more likely to engage in learning activities. Moreover, few studies have longitudinally and objectively investigated the influence of personality on engagement in lifelong learning throughout working age. This study therefore used longitudinal data (15 years) to examine which personality traits predicted level and long-term changes in learning activities among 1329 Swedish adults aged 30-60. The results from growth curve modelling showed that over the follow-up period, novelty seeking and self-transcendence were both positively related to overall level of engagement in learning activities, although not to rate of change. Regarding specific activities, novelty seeking was related to higher levels of engagement in attending courses, taking on new education, and making occupational changes, while harm avoidance was negatively related to the likelihood of changing occupation. The results of this study underscore the importance of considering personality in relation to engagement in lifelong learning activities. Insights from this study can potentially increase the likelihood of finding methods to promote lifelong learning, which can be beneficial for educators, policymakers, and companies.

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  • 37.
    Vega-Mendoza, Mariana
    et al.
    Luleå University of Technology, Department of Health, Education and Technology, Health, Medicine and Rehabilitation.
    Eriksson Sörman, Daniel
    Luleå University of Technology, Department of Health, Education and Technology, Health, Medicine and Rehabilitation.
    Josefsson, Maria
    Umeå School of Business, Economics and Statistics (USBE), Sweden.
    Körning Ljungberg, Jessica
    Luleå University of Technology, Department of Health, Education and Technology, Health, Medicine and Rehabilitation.
    A longitudinal study of episodic memory recall in multilinguals2024In: International Journal of Bilingualism, ISSN 1367-0069, E-ISSN 1756-6878, Vol. 28, no 1, p. 125-145Article in journal (Refereed)
    Abstract [en]

    Aim: This study investigates the effects of degree of multilingualism on cognitive functions in adulthood, with focus on episodic memory recall and including measures of verbal fluency as well as global cognition.

    Design: We studied a large population-based cohort cross-sectionally, and we also assessed changes over time through longitudinal measurements on four time-points over a 15 year period. Participants were drawn from the Betula prospective cohort study in Umeå, Sweden. The participants included in this study at baseline (n = 894, mean age = 51.44, 59.4% females) were divided according to number of languages into bilinguals (n = 395), trilinguals (n = 284), quadrilinguals (n = 169), and pentalinguals (n = 46).

    Data and analysis: We analysed performance on tasks of episodic memory recall, verbal fluency (letter and category) and global cognition (Minimental State Examination, MMSE) both cross-sectionally and longitudinally. The control background variables were baseline age, gender, years of education, general fluid ability Gf (Wechsler Block Design Test), and socioeconomic status. We employed a linear mixed modelling approach with entropy balancing weights to assess effects of degree of multilingualism on cognitive functions.

    Findings and conclusions: Using bilinguals as the reference group, our results indicated that all the other multilingual groups exhibited superior performance on episodic memory recall than bilinguals at baseline. The rate of change over time did not differ for trilinguals and pentalinguals compared to bilinguals. While quadrilinguals declined more over time than bilinguals, they still scored significantly higher than bilinguals at the last test wave. For letter fluency, similarly, all language groups scored higher than bilinguals at baseline, and none of the groups differed from bilinguals in rate of change over time. With regard to category fluency, quadrilinguals scored higher than bilinguals at baseline, but trilinguals and pentalinguals did not differ from bilinguals and none of the groups differed in change over time compared to bilinguals. Finally, for global cognition (MMSE), trilinguals and quadrilinguals scored significantly higher than bilinguals at baseline with no differences in change over time for any of the groups relative to bilinguals. Our study contributes to the understanding of multilingual cognition and sheds light into an under-researched cognitive domain known to decline in normal ageing, namely episodic memory recall.

    Significance: Our study emphasizes the importance of researching less explored aspects of multilingualism on cognition, in particular on episodic memory recall, to aid our understanding of factors that could potentially aid cognitive decline in later adulthood.

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  • 38.
    Vega-Mendoza, Mariana
    et al.
    Luleå University of Technology, Department of Health, Education and Technology, Health, Medicine and Rehabilitation.
    Hansson, Patrik
    Department of Psychology, Umeå University, Umeå, Sweden.
    Eriksson Sörman, Daniel
    Luleå University of Technology, Department of Health, Education and Technology, Health, Medicine and Rehabilitation.
    Ljungberg, Jessica K.
    Luleå University of Technology, Department of Health, Education and Technology, Health, Medicine and Rehabilitation.
    Testing the Foreign Language Effect on Cognitive Reflection in Older Adults2021In: Brain Sciences, E-ISSN 2076-3425, Vol. 11, no 11, article id 1527Article in journal (Refereed)
    Abstract [en]

    An increasing number of people around the world communicate in more than one language, resulting in them having to make decisions in a foreign language on a daily basis. Interestingly, a burgeoning body of literature suggests that people’s decision-making is affected by whether they are reasoning in their native language (NL) or their foreign language (FL). According to the foreign language effect (FLe), people are less susceptible to bias in many decision-making tasks and more likely to display utilitarian cost-benefit analysis in moral decision-making when reasoning in a FL. While these differences have often been attributed to a reduced emotionality in the FL, an emerging body of literature has started to test the extent to which these could be attributable to increased deliberation in the FL. The present study tests whether increased deliberation leads to a FLe on cognitive reflection in a population of older adults (Mage = 65.1), from the successful aging project in Umeå, Sweden. We explored whether performance on a 6-item version of the cognitive reflection test (CRT) adapted to Swedish would differ between participants for whom Swedish was their NL and those for whom Swedish was their FL. The CRT is a task designed to elicit an incorrect, intuitive answer. In order to override the intuitive answer, one requires engaging in deliberative, analytical thinking to determine the correct answer. Therefore, we hypothesized that if thinking in a FL increases deliberation, then those performing the task in their FL would exhibit higher accuracy rates than those performing in their NL. Our results showed that age and level of education predicted performance on the task but performance on the CRT did not differ between the NL and the FL groups. In addition, in the FL group, proficiency in the FL was not related to performance in the CRT. Our results, therefore, do not provide evidence that thinking in a FL increases deliberation in a group of older adults performing a logical reasoning task that is not typically associated with an emotional connotation.

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