84 results on '"Marengo, D."'
Search Results
2. Adenocarcinoma de vías biliares intrahepáticas
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Edmundo Encalada S., Ruth Engracla V., Carlos Calle C., Tania Rivera R., and Carlos Marengo D.
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Adenocarcinoma ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Paciente de 70 años de edad que presenta una tumoración a nivel de las vías biliares demostrada por medio de ECO y TAC que fue intervenido quirúrgicamente de Laparotomía exploradora encontrándose un tumor intrahepático a nivel del conducto hepático izquierdo cuyo reporte anatomopatológico fue de Adenocarcinoma papilar moderadamente diferenciado de las vías biliares.
- Published
- 2022
3. Investigating the links between fear of missing out, social media addiction, and emotional symptoms in adolescence: The role of stress associated with neglect and negative reactions on social media
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Fabris, M.A., Marengo, D., Longobardi, C., and Settanni, M.
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- 2020
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4. Follow or be followed: Exploring the links between Instagram popularity, social media addiction, cyber victimization, and subjective happiness in Italian adolescents
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Longobardi, C., Settanni, M., Fabris, M.A., and Marengo, D.
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- 2020
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5. Examining the validity of the multiple-sclerosis walking scale-12 with Rasch analysis: Results from an Italian study
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Marengo, D., Rosato, R., Gamberini, G., Cavalla, P., Gironi, M., Patti, F., Prosperini, L., and Solaro, C.
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- 2019
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6. The associations between sex drive, sexual self-concept, sexual orientation, and exposure to online victimization in Italian adolescents: Investigating the mediating role of verbal and visual sexting behaviors
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Marengo, D., Settanni, M., and Longobardi, C.
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- 2019
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7. Highly-visual social media and internalizing symptoms in adolescence: The mediating role of body image concerns
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Marengo, D., Longobardi, C., Fabris, M.A., and Settanni, M.
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- 2018
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8. Ecoconception des caves : réduction de la consommation d'énergie et intégration paysagère du traitement des effuents de cave avec le dispositif de lit planté de roseaux sur support de zéolithe Zeofito®
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Rochard J., Marengo E., Marengo D., Mangiacotti J.-L., and Joubert A.
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Microbiology ,QR1-502 ,Physiology ,QP1-981 ,Zoology ,QL1-991 - Abstract
Le traitement aérobie des effuents vinicoles est majoritairement utilisé dans les caves. Au-delà des impératifs de performance d'épuration, avec les orientations de développement durable, le traitement doit intégrer plusieurs orientations : faible consommation d'énergie, limitation des boues, valorisation paysagère et de la biodiversité, limitation des nuisances olfactives et sonores, et éventuellement la réutilisation des effuents traités pour l'irrigation. Les dispositifs classiques de phyto-épuration sur lit de sable, qui permettent de traiter des effuents avec une DCO généralement inférieure à 2 g/l, imposent le plus souvent un bassin de stockage aéré conséquent, consommateur d'énergie, source éventuelle de nuisance olfactive, visuelle et sonore. Le procédé Zeofito®, qui équipe maintenant une centaine de caves dans différentes régions italiennes, accentue grâce au support de zéolithe, les mécanismes d'adsorption et de biodégradation. Ainsi, il est possible de réaliser un traitement direct ou éventuellement avec un petit bassin de stockage d'égalisation/aération, correspondant à quelques jours de rejet. La réutilisation de l'eau pour le dispositif de refroidissement de la cave ou l'irrigation des vignes est facilitée comparativement aux dispositifs classiques. Parallèlement au principe et aux performances, l'objectif de la communication est de présenter des installations représentatives de la diversité des caves.
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- 2019
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9. Exploring the Associations Between Self-reported Tendencies Toward Smartphone Use Disorder and Objective Recordings of Smartphone, Instant Messaging, and Social Networking App Usage: Correlational Study
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Marengo, D., Sariyska, R., Schmitt, H. S., Messner, E. -M., Baumeister, H., Brand, M., Kannen, C., and Montag, C.
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Adult ,Original Paper ,mobile phone ,Communication ,social media ,social networking ,smartphone use ,smartphone ,web-based communication ,Mediation model ,Mobile phone ,Objective measures ,Smartphone ,Smartphone use ,Smartphone use disorder ,Social media ,Social networking ,Web-based communication ,Female ,Humans ,Self Report ,Social Networking ,Young Adult ,Mobile Applications ,objective measures ,smartphone use disorder ,mediation model - Abstract
Background Social communication via instant messaging (IM) and social networking (SN) apps makes up a large part of the time that smartphone users spend on their devices. Previous research has indicated that the excessive use of these apps is positively associated with problematic smartphone use behaviors. In particular, image-based SN apps, such as Instagram (Facebook Inc) and Snapchat (Snap Inc), have been shown to exert stronger detrimental effects than those exerted by traditional apps, such as Facebook (Facebook Inc) and Twitter (Twitter Inc). Objective In this study, we investigated the correlation between individuals’ tendencies toward smartphone use disorder (SmUD) and objective measures of the frequency of smartphone usage. Additionally, we put to test the hypothesis that the pathway linking the frequency of actual smartphone usage to self-reported tendencies toward SmUD was mediated by the increased frequency of IM and SN app usage. Methods We recruited a sample of 124 adult smartphone users (females: 78/124, 62.9%; age: mean 23.84 years, SD 8.29 years) and collected objective information about the frequency of smartphone and SN app usage over 1 week. Participants also filled in a self-report measure for assessing the multiple components of tendencies toward SmUD. Bivariate associations were investigated by using Spearman correlation analyses. A parallel mediation analysis was conducted via multiple regression analysis. Results The frequency of smartphone usage, as well as the use of IM apps (Messenger, Telegram, and WhatsApp [Facebook Inc]), Facebook, and image-based apps (Instagram and Snapchat), had significant positive associations with at least 1 component of SmUD, and the cyberspace-oriented relationships factor exhibited the strongest associations overall. We found support for an indirect effect that linked actual smartphone usage to SmUD tendencies via the frequency of the use of image-based SN apps. Conclusions Our novel results shed light on the factors that promote SmUD tendencies and essentially indicate that image-based SN apps seem to be more strongly associated with problematic smartphone behaviors compared to IM apps and traditional SN apps, such as Facebook.
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- 2021
10. Mental health responses to COVID-19 around the world
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Olff, M., Primasari, I., Qing, Y., Coimbra, B. M., Hovnanyan, A., Grace, E., Williamson, R. E., Hoeboer, C. M., Aakvaag, H. F., Ajdukovic, D., Anastassiou-Hadjicharalambous, X., Bakker, A., Brocker, E. E., Cantoni, L., Cloitre, M., de Soir, E. L. J. L., Dragandragan, M., Dyregrov, A., El-Hage, W., Ford, J. D., Haagsma, J. A., Javakhishvili, J. D., Kassam-Adams, N., Kristensen, C. H., Langevin, R., Lanza, J. A., Lueger-Schuster, B., Manickam, L. S., Marengo, D., Mello, M. F., Nickerson, A., Oe, M., Heval Ozgen, M., Rabellino, D., Sales, L., Salgado, C., Schellong, J., Schnyder, U., Seedat, S., Semenova, N. B., Smith, A. J., Sobczak, S., June ter Heide, J., Vazquez, C., Videira Pinto, J., Wagner, A. C., Wang, L., Zrnic, I., Adult Psychiatry, APH - Global Health, APH - Mental Health, ANS - Mood, Anxiety, Psychosis, Stress & Sleep, Graduate School, ANS - Amsterdam Neuroscience, University of Zurich, and Olff, Miranda
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050103 clinical psychology ,salud mental global ,insomnia ,depresión ,RC435-571 ,失眠 ,2738 Psychiatry and Mental Health ,0302 clinical medicine ,Psychiatric history ,anxiety ,COVID-19 ,depression ,dissociation ,global mental health ,PTSD ,public health ,risk factors ,screening ,全球心理健康 ,insomnio ,Medicine ,Depression (differential diagnoses) ,media_common ,General Environmental Science ,Psychiatry ,05 social sciences ,焦虑 ,筛查 ,Anxiety ,Psychological resilience ,medicine.symptom ,Research Article ,trastorno de estrés postraumático ,medicine.medical_specialty ,tamizaje ,media_common.quotation_subject ,抑郁 ,610 Medicine & health ,03 medical and health sciences ,Social support ,salud pública ,SDG 3 - Good Health and Well-being ,disociación ,解离 ,factores de riesgo ,0501 psychology and cognitive sciences ,Basic Research Article ,风险因素 ,business.industry ,Public health ,Stressor ,ansiedad ,Mental health ,030227 psychiatry ,10057 Klinik für Konsiliarpsychiatrie und Psychosomatik ,公共卫生 ,General Earth and Planetary Sciences ,business - Abstract
Background: The mental health impact of the COVID-19 crisis may differ from previously studied stressful events in terms of psychological reactions, specific risk factors, and symptom severity across geographic regions worldwide. Objective: To assess the impact of COVID-19 on a wide range of mental health symptoms, to identify relevant risk factors, to identify the effect of COVID-19 country impact on mental health, and to evaluate regional differences in psychological responses to COVID-19 compared to other stressful events. Method: 7034 respondents (74% female) participated in the worldwide Global Psychotrauma Screen – Cross-Cultural responses to COVID-19 study (GPS-CCC), reporting on mental health symptoms related to COVID-19 (n = 1838) or other stressful events (n = 5196) from April to November 2020. Results: Events related to COVID-19 were associated with more mental health symptoms compared to other stressful events, especially symptoms of PTSD, anxiety, depression, insomnia, and dissociation. Lack of social support, psychiatric history, childhood trauma, additional stressful events in the past month, and low resilience predicted more mental health problems for COVID-19 and other stressful events. Higher COVID-19 country impact was associated with increased mental health impact of both COVID-19 and other stressful events. Analysis of differences across geographic regions revealed that in Latin America more mental health symptoms were reported for COVID-19 related events versus other stressful events, while the opposite pattern was seen in North America. Conclusions: The mental health impact of COVID-19-related stressors covers a wide range of symptoms and is more severe than that of other stressful events. This difference was especially apparent in Latin America. The findings underscore the need for global screening for a wide range of mental health problems as part of a public health approach, allowing for targeted prevention and intervention programs., HIGHLIGHTS In a large global sample, COVID-19 was associated with more severe mental health symptoms compared to other stressful or traumatic events. The impact of COVID-19 on mental health differed around the world with an especially large impact in Latin America.
- Published
- 2021
11. Traceability and Online Publication of Weather Station Measurements of Temperature, Pressure, and Humidity
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Lopardo, G., Marengo, D., Meda, A., Merlone, A., Moro, F., Pennecchi, F. R., and Sardi, M.
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- 2012
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12. One social media company to rule them all: associations between use of facebook-owned social media platforms, sociodemographic characteristics, and the big five personality traits
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Marengo, D., Sindermann, C., Elhai, J. D., and Montag, C.
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Facebook ,Fünffaktorenmodell der Persönlichkeit ,Big Five personality traits ,WhatsApp ,Individuality ,Individual difference ,Individualität ,Social media ,ddc:150 ,Instagram ,Psychology ,individual differences ,Original Research ,Personality - Abstract
Currently, 2.7 billion people use at least one of the Facebook-owned social media platforms – Facebook, WhatsApp, and Instagram. Previous research investigating individual differences between users and non-users of these platforms has typically focused on one platform. However, individuals typically use a combination of Facebook-owned platforms. Therefore, we aim (1) to identify the relative prevalence of different patterns of social media use, and (2) to evaluate potential between-group differences in the distributions of age, gender, education, and Big Five personality traits. Data collection was performed using a cross-sectional design. Specifically, we administered a survey assessing participants’ demographic variables, current use of Facebook-owned platforms, and Big Five personality traits. In N = 3003 participants from the general population (60.67% females; mean age = 35.53 years, SD = 13.53), WhatsApp emerged as the most widely used application in the sample, and hence, has the strongest reach. A pattern consisting of a combined use of WhatsApp and Instagram appeared to be most prevalent among the youngest participants. Further, individuals using at least one social media platform were generally younger, more often female, and more extraverted than non-users. Small differences in Conscientiousness and Neuroticism also emerged across groups reporting different combinations of social media use. Interestingly, when examined as control variables, we found demographic characteristics partially accounted for differences in broad personality factors and facets across different patterns of social media use. Our findings are relevant to researchers carrying out their studies via social media platforms, as sample characteristics appear to be different depending on the platform used.
- Published
- 2020
13. A heuristic approach to link some unlinkable tests
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Miceli, R., Marengo, D., and Settanni, M.
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Test equating ,Item response theory ,Rasch model ,Simulation ,Test linking - Published
- 2020
14. Box and block test, hand grip strength and nine‐hole peg test: correlations between three upper limb objective measures in multiple sclerosis
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Solaro, C., primary, Di Giovanni, R., additional, Grange, E., additional, Mueller, M., additional, Messmer Uccelli, M., additional, Bertoni, R., additional, Brichetto, G., additional, Tacchino, A., additional, Patti, F., additional, Pappalardo, A., additional, Prosperini, L., additional, Castelli, L., additional, Rosato, R., additional, Cattaneo, D., additional, and Marengo, D., additional
- Published
- 2020
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15. Exploring the association between problem drinking and language use on Facebook in young adults
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Marengo, D., Azucar, Danny, Giannotta, F., Basile, V., and Settanni, M.
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Social media ,Psychology ,Digital footprints ,lcsh:H1-99 ,Linguistics ,Data mining ,Problem alcohol drinking ,Text analysis ,lcsh:Social sciences (General) ,lcsh:Science (General) ,Article ,lcsh:Q1-390 - Abstract
Recent literature suggests that variations in both formal and content aspects of texts shared on social media tend to reflect user-level differences in demographic, psychosocial, and behavioral characteristics. In the present study, we examined associations between language use on Facebook and problematic alcohol use. We collected texts shared on Facebook by a sample of 296 adult social media users (66.9% females; mean age = 28.44 years (SD = 7.38)). Texts were mined using the closed-vocabulary approach based on the Linguistic Inquiry Word Count (LIWC) semantic dictionary, and an open-vocabulary approach performed via Latent Dirichlet Allocation (LDA). Then, we examined associations between emerging textual features and alcohol-drinking scores as assessed using the AUDIT-C questionnaire. As a final aim, we employed the Random Forest machine-learning algorithm to determine and compare the predictive accuracy of closed- and open-vocabulary features over users' AUDIT-C scores. We found use of words about family, school, and positive feelings and emotions to be negatively associated with alcohol use and problematic drinking, while words suggesting interest in sport events, politics and economics, nightlife, and use of coarse language were more frequent among problematic drinkers. Results coming from LIWC and LDA analyses were quite similar, but LDA added information that could not be retrieved only with LIWC analysis. Furthermore, open-vocabulary features outperformed closed-vocabulary features in terms of predictive power over participants’ AUDIT-C scores (r = .46 vs. r = .28, respectively). Emerging relationships between text features and offline behaviors may have important implications for alcohol screening purposes in the online environment.
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- 2019
16. Ecoconception des caves : réduction de la consommation d'énergie et intégration paysagère du traitement des effuents de cave avec le dispositif de lit planté de roseaux sur support de zéolithe Zeofito®.
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Roca, P., Rochard, J., Marengo, E., Marengo, D., Mangiacotti, J.-L., and Joubert, A.
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- 2019
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17. A parent-report gender identity questionnaire for children: preliminary analysis of the Italian version
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Caldarera, ANGELA MARIA, Marengo, D., Brustia, Piera, and Cohen Kettenis, P.
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sviluppo dell'identità di genere ,identità di genere ,Assessment - Published
- 2015
18. Personality subtypes and risk in adolescence: A longitudinal study of driving behavior in simulation and real-world environment
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Marengo, D., Settanni, M., Vidotto, G., and Ciairano, S.
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Adolescence ,Cluster analysis ,Driving simulator ,Personality profiles ,Risky driving - Published
- 2012
19. Utilizzo personale della terapia ormonale sostitutiva tra le donne medico e le mogli di medico nel nord Italia
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Biglia, Nicoletta, Cozzarella, M, Actis Dato, F, Maggiorotto, Furio, Sgro, L, Marengo, D, and Sismondi, Piero
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- 2003
20. Nine Hole Peg Test asymmetry in refining upper limb assessment in multiple sclerosis.
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Solaro, C., Grange, E., Di Giovanni, R., Cattaneo, D., Bertoni, R., Prosperini, L., Messmer Uccelli, M., and Marengo, D.
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- 2020
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21. Temperature, humidity and pressure measurements traceability for a meteorological weather station
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Lopardo, Giuseppina, Marengo, D., Meda, A., Merlone, A., Moro, F., Pennecchi, F. R., and Sardi, M.
22. Clinical and Pathologic characteristics of breast cancer in postmenopausal women receiving hormone replacement therapy
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Nicoletta Biglia, Defabiani, E., Sgro, L., Fuso, L., Marengo, D., Mariani, L., Ujcic, E., and Sismondi, P.
23. Upper limb function in MS: correlation between instrumental and clinical scale
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Solaro, C. M., Rachele, D. G., Rita Bertoni, Brichetto, G., Castelli, L., Cattaneo, D., Masuccio, F. G., Mueller, M., Pappalardo, A., Patti, F., Prosperini, L., and Marengo, D.
24. Sense of Belonging at School and on Social Media in Adolescence: Associations with Educational Achievement and Psychosocial Maladjustment.
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Fabris MA, Settanni M, Longobardi C, and Marengo D
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- Humans, Female, Adolescent, Male, Child, Students psychology, Social Media, Academic Success, Schools
- Abstract
Belongingness is a key factor in the psychological development and school adjustment of children and adolescents. Going beyond the existing literature, the present study evaluated the association between two sources of belongingness, namely sense of belonging at school (SOBAS) and on social media (SOBOSM), and both psychological maladjustment and educational achievement. Sample consisted of 698 early-to-late adolescents (52.3% female, mean age = 13.79 ± 2.09). Both SOBAS and SOBOSM showed negative direct associations with psychological maladjustment. SOBOSM showed a negative direct association with educational achievement. Social media addiction mediated the links between both SOBAS and SOBOSM and psychological maladjustment and education achievement. Overall, findings suggest that adolescents reporting high sense of belonging both at school and on social media may at lower risk for psychological maladjustment. However, adolescents reporting low SOBAS and high SOBOSM may also be a greater risk of SMA, possibly impacting their psychological health and school adjustement., (© 2023. The Author(s).)
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- 2024
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25. Examining the Postdictive Validity of Self-Report Big Five Personality Traits with Objective Recordings of Online Behaviors: A Ten-Year Retrospective Study Using Facebook Page Likes.
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Marengo D and Settanni M
- Abstract
The present study investigated the postdictive validity of self-report Big Five personality traits using over ten years of recording of online behaviors, namely Facebook Page Likes. We explored how personality traits correlate with interests and preferences expressed through Facebook Likes recorded up to ten years before the personality assessment and examined the consistency of these correlations over time. The recruited sample consisted of 601 adult Facebook users, predominantly young adults, with 73.70 % female and 26.30 % male participants. Facebook Page Likes data were analyzed using topic modeling techniques to extract meaningful indicators of individual difference in user interests. Findings revealed significant associations between personality traits and participants' interests as expressed using Likes over ten years of online activity. Conscientiousness showed consistent negative correlations with leisure and entertainment interests. Openness to Experience positively correlated with interests in artistic and cultural fields, including non-profit organizations, theaters, musicians, and entertainment and media. Extraversion demonstrated positive correlations with social entertainment, such as nightclubs and restaurants. Agreeableness and Emotional Stability did not show significant average associations. There was a negative correlation between the number of Likes and Conscientiousness, suggesting that individuals that are more conscientious express fewer Page Likes. Conversely, a positive correlation existed between Page Likes and Openness. Overall, correlations were small but mostly consistent over time, although correlations with the Openness trait suggested a stronger association with more recent interests. This research underscores the enduring influence of personality on online behaviors, including activity on social media., Competing Interests: The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (© 2024 The Authors.)
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- 2024
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26. Influence of cognition on the correlation between objective and subjective upper limb measures in people with multiple sclerosis.
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Solaro C, Di Giovanni R, Grange E, Brichetto G, Mueller M, Tacchino A, Bertoni R, Patti F, Pappalardo A, Prosperini L, Rosato R, Cattaneo D, and Marengo D
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- Humans, Female, Male, Middle Aged, Cross-Sectional Studies, Adult, Hand Strength physiology, Cognition physiology, Multiple Sclerosis physiopathology, Multiple Sclerosis complications, Multiple Sclerosis psychology, Upper Extremity physiopathology, Cognitive Dysfunction physiopathology, Cognitive Dysfunction etiology, Cognitive Dysfunction diagnosis, Neuropsychological Tests
- Abstract
Background: A comprehensive assessment of upper limb (UL) function is mandatory in people with multiple sclerosis (PwMS), and the use of multiple objective and subjective measures is advisable. Findings on the role of cognitive impairment on the assessment of UL function are scant and inconclusive. The present study investigated the influence of cognitive function on the distribution of objective and subjective UL measures and on their association., Methods: In the cross-sectional study, subjects with a diagnosis of MS, age ≥ 18 years, right-hand dominance, no presence of orthopedic UL impairment, or other neurological diseases were recruited. The assessment protocol included the Nine-Hole Peg Test (9-HPT), Box and Block Test (BBT), and hand grip strength (HGS), a validated PROM (MAM-36), and the Symbol Digit Modalities Test (SDMT)., Results: Two hundred forty-six PwMS were recruited (158 females, mean age = 51.65 ± 13.45 years; mean EDSS = 5.10 ± 1.88) Subject with mild-to-moderate cognitive impairment (SDMT ≤ - 2 SD of normative values) scored lower on the 9-HPT and higher on the BBT and MAM-36 when compared with subject with no cognitive impairment. Cognitive impairment showed a small but significant effect on the association between 9-HPT scores and the MAM-36., Discussion: Findings suggest that cognitive impairment is associated with subjects' performance on 9-HPT, BBT, and MAM-36 (but not HGS), resulting in scores indicating a poorer UL function. Interestingly, cognitive impairment slightly affected the congruence between subjective and objective UL measures, although only minor differences in the correlation pattern across groups reporting different cognitive performances emerged., (© 2024. Fondazione Società Italiana di Neurologia.)
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- 2024
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27. Involvement in cyberbullying events and empathy are related to emotional responses to simulated social pain tasks.
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Morese R, Fabris MA, Longobardi C, and Marengo D
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Introduction: This study aims to explore the relationship between cyberbullying involvement either as a perpetrator or a victim and emotional responses to virtual social exclusion and inclusion. Previous research has predominantly focused on the impacts of in-person bullying. Our study shifts this focus to the cyber realm., Methods: A total of 156 adolescents living in northern Italy were recruited ( M
age : 12.26; SD = 0.87; 43% female). After completing measures of empathy and involvement in cyberbullying, adolescents participated in the cyberball tasks. Latent profile analysis was used to identify subgroups., Results: We found three groups: Class 3, reporting negative responses to the social exclusion tasks and positive responses to the social inclusion tasks; Class 1, reporting neutral emotional responses to social inclusion and negative emotional responses to social exclusion; and Class 2, showing neutral responses to 'social exclusion' tasks and strongly positive responses to 'social inclusion' tasks. Linear regression revealed that cyberbullies report a typical emotional response to exclusion and inclusion tasks (Class 3), whereas cybervictims are more likely to report negative responses to both exclusion and inclusion events (Class 1). High levels of empathy are associated with the manifestation of a typical emotional response (Class 3), in contrast to an impaired emotional response characterized by neutral or positive responses to conditions of 'social exclusion' and positive responses to conditions of 'social inclusion' (Class 2)., Conclusion: Results underscore the complex interplay between cyberbullying roles and emotional responses to virtual social experiences. Theoretical implications and limitations of the research are discussed., Competing Interests: All authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (© The Author(s) 2024.)- Published
- 2024
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28. Instagram Stories Unveiled: Exploring Links with Psychological Distress, Personality, and Gender.
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Marengo D, Quilghini F, Ricci G, and Settanni M
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- Humans, Male, Female, Adult, Sex Factors, Young Adult, Italy, Surveys and Questionnaires, Personality, Social Media statistics & numerical data, Psychological Distress
- Abstract
Instagram is one of the most used platforms, and ephemeral stories are proving to be the most used medium for users to share content on the platform. However, there have been few studies examining this type of content in relation to emotional well-being. This study examined the association between the number of published Instagram stories, psychological well-being, personality traits, and gender in a sample of 734 Instagram users from Italy, including 281 men and 453 women, with a mean age of 25.19 years ( SD = 7.08). Participants were recruited online and asked to complete an online questionnaire. Differences were found between genders in terms of time spent on Instagram, but not in terms of the number of stories posted in the past week. In the overall sample, a small positive correlation was found between the number of Instagram stories posted and extraversion. When considering gender differences, small effect sizes were observed for emotional dysregulation, agreeableness, and neuroticism, indicating a stronger association with Instagram stories in the female group, and for openness, indicating a stronger association in the male group. Results of multiple regression analyses suggest that among females, psychological variables, including personality and emotional distress, may have a stronger association with Instagram stories. To our knowledge, this is the first study to report these differences. The findings help to clarify how certain characteristics of social media platforms relate to psychological well-being and personality differently in men and women in their journey to using social media.
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- 2024
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29. Correction: Fabris et al. Exploring Multivariate Profiles of Psychological Distress and Empathy in Early Adolescent Victims, Bullies, and Bystanders Involved in Cyberbullying Episodes. Int. J. Environ. Res. Public Health 2022, 19 , 9871.
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Fabris MA, Longobardi C, Morese R, and Marengo D
- Abstract
In the published publication [...].
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- 2024
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30. Evaluation of mild-to-moderate COVID-19 through dual-task paradigm: a longitudinal case-controlled study.
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Masuccio FG, Grange E, Di Giovanni R, Marengo D, Prosperini L, and Solaro C
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- Humans, Aged, Middle Aged, Cognition physiology, Walking physiology, Task Performance and Analysis, Gait physiology, COVID-19, Cognitive Dysfunction
- Abstract
Introduction: Coronavirus disease (COVID-19) was associated with cognitive alterations affecting everyday life activities. These need input integration of both motor and cognitive systems. The study aim is to evaluate cognitive-motor interference phenomenon in previously independent patients with mild-to-moderate COVID-19 (PwMCOVID-19) compared with healthy controls (HC), through dual-task (DT) paradigm., Methods: PwMCOVID-19 were included if being independent at home, had no previous referred cognitive impairment, mechanical ventilation or oxygen need. They were assessed at admission and after 6 months with a motor-cognitive DT test (counting backward by twos while walking 2 min). HC were enrolled as control group. Differences between single-task (ST) and DT performance, DT effect (DTE) and task prioritization amongst groups and during time points were analyzed., Results: One-hundred PwMCOVID-19 [mean age=67.32(12.08) years; 53 M/47 F] and 39 HC [mean age=63.11(9.90) years; 20 M/19 F] were recruited. Upon T0, PwMCOVID-19 showed lower cognitive and motor DT performances than ST and HC. Mutual interference pattern was predominant in PwMCOVID-19. At T1, 41 PwMCOVID-19 were examined [mean age=64.85(10.75); 22 M/19 F]. They had a worse DT performance compared to ST, although DT improved at T1. A stronger cognitive ST-DT difference was present at T0, compared to ST-DT difference at T1, while motor ST-DT difference was unchanged over time in PwCOVID-19., Conclusion: In PwMCOVID-19, there is an impairment of DT counting while walking at baseline and after 6 months from hospitalization, with a more pronounced DT mutual interference pattern at T0. After 6 months, the motor and cognitive ST and DT performances ameliorated, not reaching the HC level., (© 2023. Fondazione Società Italiana di Neurologia.)
- Published
- 2023
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31. Predicting Big Five personality traits from smartphone data: A meta-analysis on the potential of digital phenotyping.
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Marengo D, Elhai JD, and Montag C
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- Humans, Neuroticism, Personality Disorders, Self Report, Smartphone, Personality
- Abstract
Objective: Since the first study linking recorded smartphone variables to self-reported personality in 2011, many additional studies have been published investigating this association. In the present meta-analyses, we aimed to understand how strongly personality can be predicted via smartphone data., Method: Meta-analytical calculations were used to assess the association between smartphone data and Big Five traits. Because of the lack of independence of many included studies, analyses were performed using a multilevel approach., Results: Based on data collected from 21 distinct studies, extraversion showed the largest association with the digital footprints derived from smartphone data (r = .35), while remaining traits showed smaller associations (ranging from 0.23 to 0.25). For all traits except neuroticism, moderator analyses showed that prediction performance was improved when multiple features were combined together in a single predictive model. Additionally, the strength of the prediction of extraversion was improved when call and text log data were used to perform the prediction, as opposed to other types of smartphone data CONCLUSIONS: Our synthesis reveals small-to-moderate associations between smartphone activity data and Big Five traits. The opportunities, but also dangers of the digital phenotyping of personality traits based on traces of users' activity on a smartphone data are discussed., (© 2023 The Authors. Journal of Personality published by Wiley Periodicals LLC.)
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- 2023
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32. The correlation between 9-HPT and patient-reported measures of upper limb function in multiple sclerosis: a systematic review and meta-analysis.
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Grange E, Solaro C, Di Giovanni R, and Marengo D
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- Humans, Disability Evaluation, Upper Extremity, Patient Reported Outcome Measures, Multiple Sclerosis, Disabled Persons
- Abstract
Upper limb function is one of the most affected domains in people with multiple sclerosis (PwMS), as self-reported by 50% of patients. Heterogeneous results have been found about the correlation between objective and subjective upper limb function. The aim of the present study is to perform a systematic review and meta-analysis of studies presenting data on the strength of association between the gold standard for 9-Hole Peg Test scores and Patient-Reported Outcome Measures (PROMs) of manual ability. Primary research studies including assessments of 9-Hole Peg Test scores and Patient-Reported Outcome Measures were searched in Scopus, Web of Science, and PubMed. Meta analytical calculations were performed using a random-effects model. We retrieved n = 27 studies including n = 75 distinct effect sizes (N of subjects = 3263). The central tendency analysis showed a strong correlation between 9-HPT scores and PROMs (r = 0.51, 95% CI [0.44, 0.58]). Moderator analysis showed the effect size to be significantly larger in studies with a mean or median EDSS level indicating severe disability. The publication bias hypothesis was not supported; instead, we noted that studies based on larger samples also tend to report stronger effect sizes. Results of the study indicate that the correlation between 9-HPT and PROMs is strong, although the constructs measured by these instrument does not fully overlap. The correlation between 9-HPT and PROMs was stronger in larger studies and when samples include a sizeable subgroup of PwMS with severe disability, pointing out the importance of sample diversity., (© 2023. The Author(s).)
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- 2023
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33. Correlation between patient-reported manual ability and three objective measures of upper limb function in people with multiple sclerosis.
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Solaro C, Di Giovanni R, Grange E, Brichetto G, Mueller M, Tacchino A, Bertoni R, Patti F, Pappalardo A, Prosperini L, Castelli L, Rosato R, Cattaneo D, and Marengo D
- Subjects
- Adolescent, Adult, Female, Humans, Middle Aged, Activities of Daily Living, Cross-Sectional Studies, Disability Evaluation, Hand Strength, Patient Reported Outcome Measures, Upper Extremity, Multiple Sclerosis diagnosis
- Abstract
Background and Purpose: Upper limb (UL) function is often affected in people with multiple sclerosis (PwMS) and is typically assessed through objective measures, including the Nine Hole Peg Test (9-HPT), Box and Block Test (BBT), and Hand Grip Strength (HGS). It is important to include the subjective perspective of PwMS in the assessment. This study aims to evaluate associations between Manual Ability Measure-36 (MAM-36) and 9-HPT, BBT, and HGS in MS., Methods: The cross-sectional study included five Italian centers. Inclusion criteria were age ≥ 18 years, MS diagnosis, and stable disease course. Exclusion criteria were bilateral UL paralysis, and concomitant orthopedic or neurological diseases., Results: A total of 199 PwMS were included: 128 female, mean age = 50.7 ± 13.0 years, 119 relapsing-remitting MS (RRMS), 31 primary and 49 secondary progressive MS, mean disease duration = 14.0 ± 10.4, years, mean Expanded Disability Status Scale (EDSS) = 4.6 ± 2.0. The MAM-36 showed small correlations with 9-HPT, BBT, and HGS. Correlations between MAM-36 and 9-HPT and BBT were highest among subjects with EDSS ≥ 6 and progressive MS. MAM-36 and HGS showed the highest correlations in subjects with EDSS ≤ 5 and RRMS. Combining 9-HPT and HGS provided the strongest predictive power over the MAM-36., Conclusions: Correlations between objective measures and MAM-36 were small to moderate, meaning that objective measures do not match subjects' perception of UL function. The combination of 9-HPT and HGS measures can help improve the assessment of UL function in activities of daily living., (© 2022 The Authors. European Journal of Neurology published by John Wiley & Sons Ltd on behalf of European Academy of Neurology.)
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- 2023
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34. Temporal trends in health worker social media communication during the COVID-19 pandemic.
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Ford JD, Marengo D, Olff M, Armour C, Elhai JD, Almquist Z, and Spiro ES
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- Humans, Pandemics, SARS-CoV-2, COVID-19, Social Media, Health Communication
- Abstract
During the COVID-19 pandemic, healthcare professionals are exposed to extreme hazards and workplace stressors. Social media postings by physicians and nurses related to COVID-19 from January 21 to June 1, 2020 were obtained from the Reddit website. Topic modeling via Latent Dirichlet Allocation (LDA) using a machine-learning approach was performed on 1723 documents, each posted in a unique Reddit discussion. We selected the optimal number of topics using a heuristic approach based on examination of the rate of perplexity change (RPC) across LDA models. A two-step multiple linear regression was done to identify differences across time and between nurses versus physicians. Prevalent topics included excessive workload, positive emotional expression and collegial support, anger and frustration, testing positive for COVID-19 and treatment, use of personal protective equipment, impacts on healthcare jobs, disruption of medical procedures, and general healthcare issues. Nurses' posts initially reflected concern about workload, personal danger, safety precautions, and emotional support to their colleagues. Physicians posted initially more often than nurses about technical aspects of the coronavirus disease, medical equipment, and treatment. Differences narrowed over time: nurses increasingly made technical posts, while physicians' posts increasingly were in the personal domain, suggesting a convergence of the professions over time., (© 2022 Wiley Periodicals LLC.)
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- 2022
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35. The representation of bullying in Italian primary school children: A mixed-method study comparing drawing and interview data and their association with self-report involvement in bullying events.
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Marengo D, Settanni M, Longobardi C, and Fabris MA
- Abstract
Bullying continues to be a social issue affecting millions of students of all ages worldwide. Research on bullying seems to be dominated by quantitative research approaches employed standardized categories and measures, ultimately limiting our knowledge about children's own view on bullying. Our research follows another direction, aiming to explore the representation of bullying in a sample of Italian primary school children by using and comparing the functioning of two qualitative research instruments: interviews, and children's drawings. In addition, aided by quantitative analyses, we aimed to investigate whether students' involvement in different bullying roles (as bullies, victims, or defenders), as measured by self-assessment, correlated with different characteristics of the representation of bullying emerging from children's drawings and interviews. We recruited a convenient sample of 640 primary school students (mean age = 9.44; SD = 0.67), 53.3% of whom were male. The results showed that all forms of bullying, i.e., physical, verbal, and social bullying, could be identified in interview and drawing data, although references to all types of bullying were more frequent in interview data. In terms of bullying criteria, the presence of a power imbalance between the bully and the victim was most frequently detected in both the interview data and the drawing data, while repetition was more easily detected in the interview data. The interview data showed that sadness was the most frequently reported victim emotions, followed by fear, anger, and lack of emotion. The drawing data showed a similar pattern, although victims were more frequently described as lacking emotions compared to the interview data. In both interview and drawing data, age and female gender were positively associated with references to verbal bullying, and negatively associated with references to physical bullying. Additionally, bully/victim children were more likely than uninvolved children to depict physical bullying in the drawings, while this association was not detected in interview data. In summary, our study shows that, compared with drawings, interviews tend to provide a more comprehensive view of children's own representation of bullying, while drawing data tend to show stronger connections with children's current personal experiences of bullying., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest. The reviewer SB declared a past collaboration with the authors, CL and MF to the handling editor., (Copyright © 2022 Marengo, Settanni, Longobardi and Fabris.)
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- 2022
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36. Exploring Multivariate Profiles of Psychological Distress and Empathy in Early Adolescent Victims, Bullies, and Bystanders Involved in Cyberbullying Episodes.
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Fabris MA, Longobardi C, Morese R, and Marengo D
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- Adolescent, Empathy, Humans, Bullying psychology, Crime Victims psychology, Cyberbullying, Psychological Distress
- Abstract
(1) Background: Adolescents may be involved in cyberbullying as victims, perpetrators, or to a lesser extent, victim-perpetrators simultaneously. The present research investigated differences between participants acting in different bullying roles-namely, bully, victim, or bully/victim-and bystander roles-namely, defending, passive bystander, and passive/defending; (2) Methods: We used multivariate analysis of covariance to determine how, in the same individuals, direct involvement in cyberbullying episodes compares to participating in them as by-standers in relation to both psychological distress and empathy; (3) Results: Both victims and bully/victims were found to be at increased risk for suicidal ideation, internalizing and externalizing symptoms, and emotional dysregulation compared with students who were neither victims nor perpetrators of cyberbullying episodes. Additionally, victims showed higher empathy scores when compared with bullies and bully/victims. All bystander roles showed increased emotional dysregulation compared with uninvolved students, but no differences emerged on other psychological distress measures. Finally, defending bystanders showed increased cognitive empathy. (4) Conclusions: During early adolescence, the direct experience of cyberbullying, as a bully or a victim (or both), show a stronger association with psychological distress than the mere participation in cyberbullying as a witness, regardless of the witness acting defensive toward the victim, or passive. However, both cyberbullying and bystanding roles provide a similar (small) explicative power over empathy variables.
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- 2022
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37. Mining Digital Traces of Facebook Activity for the Prediction of Individual Differences in Tendencies Toward Social Networks Use Disorder: A Machine Learning Approach.
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Marengo D, Montag C, Mignogna A, and Settanni M
- Abstract
More than three billion users are currently on one of Meta's online platforms with Facebook being still their most prominent social media service. It is well known that Facebook has designed a highly immersive social media service with the aim to prolong online time of its users, as this results in more digital footprints to be studied and monetized ( via psychological targeting). In this context, it is debated if social media platforms can elicit addictive behaviors. In the present work, we demonstrate in N = 1,094 users that it is possible to predict from digital footprints of the Facebook users their self-reported addictive tendencies toward social media ( R > 0.30) by applying machine-learning strategies. More specifically, we analyzed the predictive power of a set of models based on different sets of features extracted from digital traces, namely posting activity, language use, and page Likes. To maximize the predictive power of the models, we used an ensemble of linear and non-linear prediction algorithms. This work showed also sufficient accuracy rates (AUC above 0.70) in distinguishing between disordered and non-disordered social media users. In sum, individual differences in tendencies toward "social networks use disorder" can be inferred from digital traces left on the social media platform Facebook. Please note that the present work is limited by its cross-sectional design., Competing Interests: CM mentions that he has received (to Ulm University and earlier University of Bonn) grants from agencies such as the German Research Foundation (DFG). CM has performed grant reviews for several agencies; has edited journal sections and articles; has given academic lectures in clinical or scientific venues or companies; and has generated books or book chapters for publishers of mental health texts. For some of these activities he received royalties, but never from gaming or social media companies. CM mentions that he is part of a discussion circle (Digitalität und Verantwortung: https://about.fb.com/de/news/h/gespraechskreis-digitalitaet-und-verantwortung/) debating ethical questions linked to social media, digitalization and society/democracy at Meta. In this context, he receives no salary for his activities. Finally, he mentions that he currently functions as independent scientist on the scientific advisory board of the Nymphenburg group (Munich, Germany) and Applied Cognition (Los Altos, CA, United States). This activity is financially compensated. The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2022 Marengo, Montag, Mignogna and Settanni.)
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- 2022
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38. Smartphone and social media use contributed to individual tendencies towards social media addiction in Italian adolescents during the COVID-19 pandemic.
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Marengo D, Angelo Fabris M, Longobardi C, and Settanni M
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- Adolescent, Female, Humans, Internet Addiction Disorder, Pandemics, SARS-CoV-2, Smartphone, COVID-19, Social Media
- Abstract
Introduction: Adolescents in remote education during the COVID-19 pandemic had few opportunities to socialize in person, resulting in a significant rise in the use of social networks or instant messaging applications. However, excessive use may promote addictive tendencies towards these platforms, with negative consequences for adolescents' well-being., Aims: In this study, we investigated the prevalence of smartphone and social media application use in early-to-late adolescents in remote education. We examined the relative impact of different social media applications on self-reported tendencies toward social media addiction., Methods: The sample consisted of 765 Italian adolescents (Age: M = 14.11 ± 2.2; 401 females) who reported on use of the smartphone, social media applications, namely WhatsApp, Facebook, Twitter, TikTok, Instagram, Snapchat, Telegram, Messenger, and YouTube. Mean differences in social media addiction across group reporting different patterns of social media use were investigated. The contribution of each social media application in predicting social media addiction was determined using a random forest algorithm., Results: On average, adolescents using just WhatsApp and YouTube reported the lowest social media addiction compared with peers also using Instagram or TikTok (or both of them). Overall, we found time spent on smartphone, and use of TikTok were the strongest predictors of social media addiction, followed by use of Facebook, Telegram, Messenger, and Twitter. Instagram, Snapchat, and WhatsApp use showed no effect when examined together with the other platforms., Conclusions: Findings indicated that TikTok was the most addictive application during the COVID-19 pandemic, overshadowing other very popular applications with similar visual affordances., (Copyright © 2021 Elsevier Ltd. All rights reserved.)
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- 2022
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39. Dataset on individual differences in self-reported personality and inferred emotional expression in profile pictures of Italian Facebook users.
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Marengo D, Settanni M, and Montag C
- Abstract
We retrieved the current profile picture of 2234 Italian Facebook users who also answered self-report questionnaires on demographic variables and personality. Data were collected between March and June 2018 using a Facebook web application. Profile pictures consisting of 200 × 200 resolution jpegs were obtained by sending a request via the Facebook Graph API and analyzed using online commercial services allowing for the scoring of facial expressions in image data, namely Microsoft Azure Face API and MEGVII Face++ Detect API. Both services provide emotional expression scores if at least one face is successfully detected in the picture. Using the Microsoft Azure Face API we obtained scores for anger, contempt, disgust, fear, joy, sadness, surprise, and neutrality. Using the MEGVII Face++ Detect API, pictures were scored for the presence of anger, disgust, fear, joy, sadness, and surprise, and neutrality. Higher scores on each emotion refer to a stronger expression of the respective emotion. The dataset presented here consists of data of N =728 Facebook users with a profile picture in which both APIs detected only one face. Regarding self-report data, the dataset includes the following demographic information about the participants: gender and age. The dataset also includes participants' personality scores based on a short validated assessment of Big Five traits (Ten Item Personality Inventory), and Impulsivity/Sensation Seeking (IMPSS8). A document including the questions administered in the online survey is attached to the dataset. This dataset can be useful to generate insights on the association between demographic variables, including age and gender, and personality (Big Five traits and Impulsivity/Sensation Seeking), and emotional expression as derived from social media pictures. It can be useful for researchers and data scientists who do research in social sciences, in particular psychoinformatics , to train models in order to infer personality of users of social media platforms from profile pictures., Competing Interests: The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper. The authors declare the following financial interests/personal relationships which may be considered as potential competing interests: CM mentions that he has received (to Ulm University and earlier University of Bonn) grants from agencies such as the German Research Foundation (DFG). CM has performed grant reviews for several agencies; has edited journal sections and articles; has given academic lectures in clinical or scientific venues or companies; and has generated books or book chapters for publishers of mental health texts. For some of these activities he received royalties, but never from gaming or social media companies. CM mentions that he is part of a discussion circle (Digitalität und Verantwortung: https://about.fb.com/de/news/h/gespraechskreis-digitalitaet-und-verantwortung/) debating ethical questions linked to social media, digitalization and society/democracy at Facebook. In this context, he receives no salary for his activities. Finally, he mentions that he currently functions as independent scientist on the scientific advisory board of the Nymphenburg group. This activity is financially compensated., (© 2022 Published by Elsevier Inc.)
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- 2022
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40. Italian translation and psychometric validation of the ABILHAND-26 and its correlation with upper limb objective and subjective measures in multiple sclerosis subjects.
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Grange E, Marengo D, Di Giovanni R, Mueller M, Brichetto G, Tacchino A, Bertoni R, Patti F, Pappalardo A, Prosperini L, Castelli L, Rosato R, Cattaneo D, and Solaro C
- Subjects
- Disability Evaluation, Humans, Italy, Psychometrics, Reproducibility of Results, Surveys and Questionnaires, Upper Extremity, Multiple Sclerosis diagnosis
- Abstract
Background: Upper limb (UL) function is affected in about 50% of people with Multiple Sclerosis (PwMS). In the last decade, Patient Reported Outcome Measures (PROM) are playing an important role in clinical trial and practice. ABILIHAND-26 is a PROM that assess self-perceived manual ability defined as the capacity to manage daily activities using the upper limbs. The aim of the study is to translate the ABILHAND-26 into Italian, to explore its psychometric properties examining the associations with demographics, clinical variables, 9-Hole Peg Test (9-HPT) and Manual Ability Measures-36 (MAM-36)., Materials and Methods: Subjects were recruited in five Italian neurological centers. They were evaluated through ABILHAND-26, 9-HPT and MAM-36. Confirmatory factor analysis and Rasch analysis were adopted to investigate the psychometric properties of the ABILHAND-26., Results: Two hundred and forty-five patients were recruited. Rasch analyses showed adequate functioning and supported the unidimensionality of the scale. ABILHAND-26 showed negative correlations with age and disease duration, moderate negative correlation with EDSS and the 9-HPT scores for both arms and strong positive associations (ρ ≥ .84) with the MAM-36. Difference in ABILHAND-26 scores only emerged when comparing patients with severe disability (EDSS ≥ 6) with patients with either mild or moderate disability. t) and when comapring relapsing-remitting and secondary progressive patients., Conclusion: The Italian version of the ABILHAND-26 is now available. It shows adequate reliability of the score, moderate criterion validity and strong convergent validity. ABILHAND-26 could represent a valid assessment for self-perceived ability to perform manual activity, especially for PwMS with moderate-to-high level of disability., (Copyright © 2021 Elsevier B.V. All rights reserved.)
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- 2021
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41. A meta-analysis on individual differences in primary emotional systems and Big Five personality traits.
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Marengo D, Davis KL, Gradwohl GÖ, and Montag C
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- Humans, Publication Bias, Regression Analysis, Emotions physiology, Individuality, Personality
- Abstract
The Affective Neuroscience Personality Scales (ANPS) were constructed as a self-report assessment to measure individual differences in Jaak Panksepp's cross-species primary emotional systems: SEEKING, PLAY, CARE (positive emotions) and FEAR, SADNESS, ANGER (negative emotions). Beginning with the first published work on the ANPS in 2003, individual differences on the ANPS measures of these six primary emotional systems have been consistently linked to Big Five personality traits. From a theoretical perspective, these primary emotional systems arising from subcortical regions, shed light on the nature of the Big Five personality traits from an evolutionary perspective, because each of these primary emotional systems represent a tool for survival endowing mammalian species with inherited behavioral programs to react appropriately to complex environments. The present work revisited 21 available samples where both ANPS and Big Five measures have been administered. Our meta-analytical analysis provides solid evidence that high SEEKING relates to high Openness to Experience, high PLAY to high Extraversion, high CARE/low ANGER to high Agreeableness and high FEAR/SADNESS/ANGER to high Neuroticism. This seems to be true regardless of the ANPS inventory chosen, although much more work is needed in this area. Associations between primary emotional systems and Conscientiousness were in the lower effect size area across all six primary emotions, thereby supporting the idea that Conscientiousness rather seems to be less directly related with the subcortical primary emotions and likely is the most cognitive/cortical personality construct out of the Big Five. In sum, the present work underlines the idea that individual differences in primary emotional systems represent evolutionarily ancient foundations of human personality, given their a) meaningful links to the prominent Big Five model and b) their origins lying in subcortical areas of the human brain.
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- 2021
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42. On Corporate Responsibility When Studying Social Media Use and Well-Being.
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Montag C, Hegelich S, Sindermann C, Rozgonjuk D, Marengo D, and Elhai JD
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- Humans, Research, Social Responsibility, Social Media
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- 2021
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43. Student-teacher conflict moderates the link between students' social status in the classroom and involvement in bullying behaviors and exposure to peer victimization.
- Author
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Marengo D, Fabris MA, Prino LE, Settanni M, and Longobardi C
- Subjects
- Child, Female, Humans, Interpersonal Relations, Male, Peer Group, Psychological Distance, School Teachers, Schools, Students, Bullying, Crime Victims
- Abstract
Introduction: Student-teacher relationships have been shown to influence bullying-related behaviors in students. In this study we considered the moderating role of student-teacher conflict and students' social status in the classroom and involvement in bullying behaviors and peer victimization., Methods: Sample consisted of 1742 students (47.2% females, mean age = 10.79; SD = 1.36; range = 8-14) clustered in 113 classrooms, of which 1017 (58.4%) attended primary schools and 725 (41.6%) attended lower secondary schools. We implemented a series of multilevel analyses aimed at determining the role of student-teacher conflict, and students' social status among classroom peers (i.e., average, popular, rejected, neglected, and controversial statuses), as well their interaction, in influencing verbal, physical, and social forms of bullying and victimization at school., Results: Student-teacher conflict had a significant positive effect on all bullying and victimization variables. Regarding students' social status, rejected students showed increased bullying and victimization when compared with average students, except in social bullying. Significant interactions emerged indicating that a highly conflictual student-teacher relationship exacerbated bullying behaviors and the risk of victimization among rejected students. Additionally, popular students who had conflictual relationship with their teachers were more likely to engage in physical bullying then average students., Conclusions: Our study suggests the importance of low conflictual student-teacher relationships in acting as a buffer for aggressive student-student interactions in the classroom, especially when these interactions involve students rejected by their classroom peers., (Copyright © 2021. Published by Elsevier Ltd.)
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- 2021
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44. The association between the Big Five personality traits and smartphone use disorder: A meta-analysis.
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Marengo D, Sindermann C, Häckel D, Settanni M, Elhai JD, and Montag C
- Subjects
- Humans, Internet Addiction Disorder physiopathology, Personality physiology
- Abstract
Background and Aims: Personality is one of the most frequently investigated variables to shed light on the putatively addictive use of the smartphone. By investigating associations between personality and individual differences in addictive smartphone use, researchers aim to understand if some personality traits predispose technology users to develop addictive behaviors. Here, based on existing empirical literature, we aimed at determining the strength of associations between Big Five personality traits and smartphone use disorder (SmUD) by a meta-analytic approach., Method: For each Big Five personality trait, we performed a meta-analysis of correlations representing their association with SmUD. We also investigated possible publication bias and the moderating effects of age, gender, nationality, length of personality assessments, and time of publication., Results: We found n = 26 eligible studies. In line with both the Interaction of Person-Affect-Cognition-Execution (I-PACE) model and the framework on problematic mobile-phone use by Billieux, we observed a positive association between Neuroticism and SmUD (r = 0.25), while the association between Extraversion and SmUD was not significant. Partially in line with the aforementioned theoretical frameworks, Conscientiousness was negatively associated with SmUD (r = -0.16). Remaining traits showed smaller associations. No significant publication bias emerged. Moderator analyses showed that time of publication moderated the link between Conscientiousness and SmUD. Moreover, Agreeableness and Conscientiousness showed a heightened inverse association with SmUD among older samples., Conclusions: The present meta-analysis provides robust empirical evidence that Big Five personality traits can help to understand individual differences in SmUD, supporting the usefulness of their assessment when planning and targeting interventions aimed at at-risk individuals.
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- 2020
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45. Italian translation and psychometric validation of the Manual Ability Measure-36 (MAM-36) and its correlation with an objective measure of upper limb function in patients with multiple sclerosis.
- Author
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Solaro C, Di Giovanni R, Grange E, Brichetto G, Mueller M, Tacchino A, Bertoni R, Patti F, Pappalardo A, Prosperini L, Castelli L, Rosato R, Cattaneo D, and Marengo D
- Subjects
- Activities of Daily Living, Adolescent, Adult, Aged, Aged, 80 and over, Female, Humans, Italy, Male, Middle Aged, Neuropsychological Tests, Psychometrics instrumentation, Reproducibility of Results, Severity of Illness Index, Translating, Young Adult, Motor Skills physiology, Multiple Sclerosis diagnosis, Multiple Sclerosis physiopathology, Psychometrics standards, Upper Extremity physiopathology
- Abstract
Background: Multiple sclerosis (MS) is a chronic autoimmune disease of the central nervous system with an unpredictable course. During its course, deficits affecting upper limb functions may occur. Hence, there is a need for self-administered scales providing a comprehensive assessment of upper limb functions. The Manual Ability Measure-36 (MAM-36), which investigates patients' performance in activities of daily living requiring upper limb function, has not been adapted and validated in the Italian context., Objectives: We develop an Italian translation and validation of the MAM-36 in a population of people with MS (PwMS), explore its psychometric properties and investigate its associations with clinical data and the Nine Hole Peg Test (9-HPT)., Research Plan and Methods: The multicentre study involved five Italian neurological centres. Subjects were evaluated using EDSS, 9-HPT and the MAM-36 scale. We used confirmatory factor analysis and Rasch analysis to investigate the properties of the MAM-36., Results: We enrolled 218 PwMS. Results supported the unidimensionality of the MAM-36, and adequate functioning of rating scale and items. Additionally, the MAM-36 showed weak negative associations with age and disease duration, and moderate associations with EDSS and 9-HPT scores., Discussion: The adapted MAM-36 showed adequate psychometric properties. However, indications of problematic targeting to PwMS with low disability emerged. For this reason, use of the scale appears to be more suitable among patients with moderate-to-severe disability.
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- 2020
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46. One Social Media Company to Rule Them All: Associations Between Use of Facebook-Owned Social Media Platforms, Sociodemographic Characteristics, and the Big Five Personality Traits.
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Marengo D, Sindermann C, Elhai JD, and Montag C
- Abstract
Currently, 2.7 billion people use at least one of the Facebook-owned social media platforms - Facebook, WhatsApp, and Instagram. Previous research investigating individual differences between users and non-users of these platforms has typically focused on one platform. However, individuals typically use a combination of Facebook-owned platforms. Therefore, we aim (1) to identify the relative prevalence of different patterns of social media use, and (2) to evaluate potential between-group differences in the distributions of age, gender, education, and Big Five personality traits. Data collection was performed using a cross-sectional design. Specifically, we administered a survey assessing participants' demographic variables, current use of Facebook-owned platforms, and Big Five personality traits. In N = 3003 participants from the general population (60.67% females; mean age = 35.53 years, SD = 13.53), WhatsApp emerged as the most widely used application in the sample, and hence, has the strongest reach. A pattern consisting of a combined use of WhatsApp and Instagram appeared to be most prevalent among the youngest participants. Further, individuals using at least one social media platform were generally younger, more often female, and more extraverted than non-users. Small differences in Conscientiousness and Neuroticism also emerged across groups reporting different combinations of social media use. Interestingly, when examined as control variables, we found demographic characteristics partially accounted for differences in broad personality factors and facets across different patterns of social media use. Our findings are relevant to researchers carrying out their studies via social media platforms, as sample characteristics appear to be different depending on the platform used., (Copyright © 2020 Marengo, Sindermann, Elhai and Montag.)
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- 2020
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47. The interplay between neuroticism, extraversion, and social media addiction in young adult Facebook users: Testing the mediating role of online activity using objective data.
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Marengo D, Poletti I, and Settanni M
- Subjects
- Adolescent, Adult, Female, Humans, Male, Mediation Analysis, Young Adult, Extraversion, Psychological, Internet Addiction Disorder psychology, Neuroticism, Online Social Networking
- Abstract
Studies indicate neuroticism and extraversion as factors explaining individual differences in online activity, and social media addiction. The present study investigates the hypothesis that extraversion and neuroticism may be linked with social media addiction because of their association with higher online posting activity. Further, we test the additional hypothesis that the level of positive social feedback received online (i.e., number of Likes) could play a role in mediating this effect, i.e., a serial mediation effect. Sample consisted of 1094 Facebook users, 72% females, aged 18-35. Social media activity was assessed collecting Facebook passive data consisting of the number of status updates, and Likes received during the last 12 months. Personality and social media addiction were assessed via self-report measures. Results showed neuroticism had a direct positive association with addictive social media use, while extraversion did not. Further, frequency of status updates mediated of the link between each personality trait and addictive social media use. Received Likes mediated the link between extraversion and addictive social media use, while no effect emerged for neuroticism. Finally, we found support for the hypothesis of a serial mediation effect linking personality, number of status updates, received Likes, and social media addiction. For both extroverts and neurotics, receiving positive feedback because of increased activity was linked to an increase in the risk for social media addiction. These results highlight the existence of different patterns of associations linking these personality traits, online activity, and social media addiction., (Copyright © 2019 Elsevier Ltd. All rights reserved.)
- Published
- 2020
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48. "Development and preliminary validation of an image-based instrument to assess depressive symptoms".
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Marengo D, Settanni M, and Giannotta F
- Subjects
- Adolescent, Adult, Female, Humans, Male, Personality Inventory, Psychometrics methods, Psychometrics standards, Reproducibility of Results, Young Adult, Depression diagnosis, Depression psychology, Emotions physiology, Internet standards, Neuropsychological Tests standards
- Abstract
Depression has high social and economic costs, making the reducing of potential barriers to screening of utmost importance. The use of non-verbal, image-based items might help to widen accessibility to depression screenings due to their potentially increased ease of interpretation and language-free nature. In this view, the paper presents two studies exploring the feasibility of assessing depressive symptoms using a set of image-based items consisting of 36 emoji. In study 1, 430 online-recruited young adults participated to investigate whether they ever felt in the way depicted by each emoji during the last week. Results showed that 33 emoji had significant, theoretically coherent correlations with the 10-item version of the Center for Epidemiologic Studies Depression Scale. Next, a subset of 10 emoji were selected for potential inclusion in a brief depression assessment. In study 2, using a sample of 482 young adults, the 10-item emoji-based assessment showed acceptable internal consistency, and theoretically consistent convergent and divergent validity with depressive symptoms, and big-5 personality traits. Further, the emoji-based screening instrument showed remarkable accuracy in identifying individuals showing depression symptoms. Overall, results indicate that the selected emoji represent a promising alternative to text-based items when assessing depressive symptoms among young adults., (Copyright © 2019 Elsevier B.V. All rights reserved.)
- Published
- 2019
- Full Text
- View/download PDF
49. A Parent-Report Gender Identity Questionnaire for Children: Psychometric Properties of an Italian Version.
- Author
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Caldarera AM, Marengo D, Gerino E, Brustia P, Rollè L, and Cohen-Kettenis PT
- Subjects
- Child, Child, Preschool, Female, Humans, Italy, Male, Parent-Child Relations, Surveys and Questionnaires, Gender Identity, Psychometrics methods
- Abstract
This article presents an Italian version of the Gender Identity Questionnaire for Children (GIQC) (Cohen-Kettenis et al., 2006; Johnson et al., 2004), a parent-report questionnaire covering a range of gender characteristics of children. We developed the GIQC-Italian version with the translation/back translation method and administered it, with a sociodemographic data sheet, to the parents of 1148 children aged 3-12 years (non-clinical sample). After obtaining descriptive data for each item, in line with Johnson et al. (2004), we examined dimensionality through exploratory factor analysis (EFA). Considering the results and that our sample was entirely non-clinical, we developed a new scoring procedure. The EFA on the new scores generated three scales: (1) a Female-Typical Behavior Scale, (2) a Male-Typical Behavior Scale, and (3) a Cross-Gender Scale. Additional EFA and confirmatory factor analyses (WLSMV estimator by using a 80/20 random-split-sample analytical approach) confirmed the three-factor solution as the best fitting dimensional structure for the revised GIQC. The Cronbach's α of the scales showed a satisfactory internal consistency. The frequency distribution of the scales scores showed it is possible to find atypical gender behavior and preferences in non-clinical samples. Independent samples t test confirmed a significant difference between boys' and girls' scores. Older children reported scores indicating less gender non-conforming characteristics than younger, except for the Female-Typical Behavior Scale in the girls' subsample. Results are discussed in the light of the existing literature about gender development. Our findings suggest that the GIQC-Italian version could be a useful tool for studying gender development in the Italian context.
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- 2019
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- View/download PDF
50. Students' Psychological Adjustment in Normative School Transitions From Kindergarten to High School: Investigating the Role of Teacher-Student Relationship Quality.
- Author
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Longobardi C, Settanni M, Prino LE, Fabris MA, and Marengo D
- Abstract
School transitions require students to adapt to new challenges and situations and can increase the risk of externalizing and internalizing psychological symptoms. The teacher-student relationship seems to be a protective factor for the risk of developing psychological symptoms during school transitions. The aim of the present study is to investigate whether the quality of the teacher-student relationship predicts the decrease of internalizing and externalizing symptoms during three school transitions, namely: from kindergarten to primary school (T1), from primary to middle school (T2), and from middle to high school (T3). We recruited 127 kindergarten students (mean age = 5.40, SD = 0.49), 113 fifth grade primary school students (mean age = 10.64, SD = 0.54), and 240 eighth grade students (mean age = 13.88, SD = 0.37) and their teachers (response rate = 95%). Data were collected from 2016 to 2018. Teachers filled out an anonymous survey, acting as informants for the students, reporting demographic details (age, gender), psychological symptoms, and quality of the teacher-student relationship. The data show that a positive teacher-student relationship quality tends to be associated with a reduction of psychological symptoms. A stable, low-conflict teacher-student relationship was confirmed as a protective factor from increased internalizing and externalizing symptoms during all normative school transitions. Furthermore, we see that an increase in teacher-student conflict during the transitions from primary to middle school, and from middle to high school is linked to an exacerbation in students' externalizing symptoms during the first year of attendance of the new school. Our study confirms the importance of the teacher-student relationship in reducing psychological symptoms associated with school transitions, in every type of transition, favoring an improved psychological adjustment to the new environment. A positive teacher-student relationship represents a protective factor for the development of students. Study limitations are discussed.
- Published
- 2019
- Full Text
- View/download PDF
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