scholarly journals Applying Evidence-Centered Design to Measure Psychological Resilience: The Development and Preliminary Validation of a Novel Simulation-Based Assessment Methodology

2022 ◽  
Vol 12 ◽  
Author(s):  
Sabina Kleitman ◽  
Simon A. Jackson ◽  
Lisa M. Zhang ◽  
Matthew D. Blanchard ◽  
Nikzad B. Rizvandi ◽  
...  

Modern technologies have enabled the development of dynamic game- and simulation-based assessments to measure psychological constructs. This has highlighted their potential for supplementing other assessment modalities, such as self-report. This study describes the development, design, and preliminary validation of a simulation-based assessment methodology to measure psychological resilience—an important construct for multiple life domains. The design was guided by theories of resilience, and principles of evidence-centered design and stealth assessment. The system analyzed log files from a simulated task to derive individual trajectories in response to stressors. Using slope analyses, these trajectories were indicative of four types of responses to stressors: thriving, recovery, surviving, and succumbing. Using Machine Learning, the trajectories were predictive of self-reported resilience (Connor-Davidson Resilience Scale) with high accuracy, supporting construct validity of the simulation-based assessment. These findings add to the growing evidence supporting the utility of gamified assessment of psychological constructs. Importantly, these findings address theoretical debates about the construct of resilience, adding to its theory, supporting the combination of the “trait” and “process” approaches to its operationalization.

SLEEP ◽  
2021 ◽  
Vol 44 (Supplement_2) ◽  
pp. A43-A44
Author(s):  
Michelle Persich ◽  
Sara Cloonan ◽  
Michael Grandner ◽  
William Killgore

Abstract Introduction Psychological resilience is the ability to withstand setbacks, adapt positively to challenges, and bounce back from the adversities of life. While the construct of resilience is broadly understood, the specific individual factors that contribute to the ability to be resilient and persevere in the face of difficulties remain poorly understood. We recently showed that psychological resilience during the COVID-19 pandemic was associated with a number of factors, including fewer complaints of insomnia, and others have suggested that sleep is an important contributor. We therefore tested the hypothesis that sleep quality and acute sleep quantity would combine to predict measures of psychological resilience and perseverance (i.e. “grit”). Methods We asked 447 adults (18–40 yrs; 72% female) to report the number of hours of sleep obtained the night before their assessment session (SLEEP), and complete several questionnaires, including the Pittsburgh Sleep Quality Index (PSQI), the Connor-Davidson Resilience Scale (CD-RISC), Bartone Dispositional Resilience Scale (Hardiness), and the Grit Scale. Sleep metrics were used to predict resilience, hardiness, and grit using multiple linear regression. Results For resilience, PSQI (β=-.201, p<.00003) and SLEEP (β=.155, p<.001) each contributed uniquely to prediction of CD-RISC (R2=.08, p<.00001). Hardiness was also predicted (R2=.08, p<.00001) by a combination of PSQI (β=-.218, p<.00001) and SLEEP (β=.128, p=.007). Interestingly, worse sleep quality over the past month on the PSQI (β=.13, p=.008) in combination with more SLEEP the night before the assessment (β=.137, p=.005) each contributed uniquely to higher Grit (i.e., perseverance; R2=.03, p=.003). Conclusion Self-reported sleep quality and quantity were both independently associated with greater self-reported resilience, hardiness, and grit. While better sleep quality and more sleep the night before testing each uniquely predicted greater resilience and hardiness, a different pattern emerged for Grit. The combination of lower quality sleep over the past month followed by greater recent sleep duration was associated with increased perseverance. Whereas sleep quality appears to be more important for general resilience/hardiness, recent sleep time appears more important for the subjective perception of perseverance. Because these data are purely self-report and cross sectional, future work will need to determine the longitudinal effects on behavior. Support (if any):


Author(s):  
Sefa Bulut ◽  
Uğur Doğan ◽  
Yunus Altundağ

1970 ◽  
Vol 6 (1) ◽  
pp. 5-13
Author(s):  
Renata Izabel dos Santos ◽  
Otávia Regina Souza Costa

RESUMOObjetivo: Avaliar o nível de resiliência dos portadores de insuficiência renal crônica em tratamento de hemodiálise. Materiais e Métodos: Estudo prospectivo, quantitativo e de abordagem descritiva. A amostra foi constituída por 61 pacientes em tratamento dialítico. Para obtenção dos resultados, foi utilizada a escala de resiliência, desenvolvida por Wagnild e Young (1993) e adaptada por Pesce et al., (2005). Foi aplicado, também, um questionário para caracterização pessoal, familiar, social, econômica e de saúde do grupo. Resultados: Foi constatado que 61% dos pacientes apresentaram tendência à resiliência. O gênero masculino obteve maior pontuação, sugerindo maior tendência à resiliência, bem como os pacientes que são praticantes de uma religião.  Conclusão: Os resultados assinalam que os pacientes em tratamento dialítico no hospital apresentam capacidade à resiliência, o que sugere melhor adaptação ao tratamento.Palavras-chave: Avaliação, Resiliência psicológica, Insuficiência renal crônica.ABSTRACTObjective: To evaluate de the level of resilience in patients with chronic renal failure undergoing dialysis. Materials and Methods: Prospective, quantitative and descriptive study. The sample consisted of 61 patients on dialysis. To obtain the results we used Resilience Scale developed by Wagnild and Young (1993) and adapted by Pesce et al., (2005). A questionnaire to characterize personal, familiar, social, economic and health status was applied. Results: It was found that 61% of patients showed trend to resilience. Males had higher scores, suggesting more likelihood to resilience, as well as patients who were practitioners of a religion. Conclusion: The results indicate that the majority of patients on dialysis have capability of resilience, which suggests better adaptation to treatment.Keywords: Evaluation, Psychological resilience, Chronic renal insufficiency.


SLEEP ◽  
2021 ◽  
Vol 44 (Supplement_2) ◽  
pp. A154-A155
Author(s):  
Liza Ashbrook ◽  
Andrew Krystal ◽  
Ying-Hui Fu ◽  
Louis Ptáček

Abstract Introduction Resilience, a life-long trait, corresponds to the ability to bounce back from adversity. What factors influence resilience is unclear. Here we describe a cohort of individuals with familial natural short sleep (FNSS). Four genes in five families have been identified that confer this trait, DEC2, NPSR1, GRM1 and ADRB1. Individuals in this cohort share a resilience phenotype alongside this decreased sleep need. Methods Those reporting less than 6.5 hours of sleep when allowed to sleep ad libitum without any complaints regarding overnight sleep or daytime sleepiness were then interviewed to determine FNSS affected status from 2009 to 2020. Data on mood, depression, sleepiness and resilience were collected from participants and family members enrolled in the FNSS study. Results 163 individuals meeting criteria for FNSS were enrolled. Compared to 47 unaffected family members, they had significantly shorter sleep duration as measured by self report and actigraphy, significantly more resilience as measured by the Connor-Davidson Resilience Scale, significantly less sleepiness as measured by the Epworth Sleepiness Scale, and significantly fewer symptoms of depression as measured by the Beck Depression Inventory. Conclusion FNSS individuals appear to have a distinct phenotype including shorter sleep duration, greater resilience, less subjective sleepiness, and fewer symptoms of depression. Better understanding the genetics and characteristics of those with familial natural short sleep may provide insight into mechanisms of both restorative sleep and resilience. Support (if any) This work was supported by NIH grants NS099333, NS072360 and NS104782 to L.J.P. and Y-H.F., and by the William Bowes Neurogenetics Fund to L.J.P. and Y.H.F.


Author(s):  
Talles Dias Orsi ◽  
Ana Lucia Ribeiro Valadares ◽  
Paula Miranda Esteves Orsi ◽  
Isabella Miranda Esteves Orsi ◽  
Alexandre Sampaio Moura

Abstract Objective To evaluate factors associated with anxiety and the effect of simulation-based training (SBT) on student anxiety, self-confidence and learning satisfaction in relation to pelvic and breast examination. Methods A longitudinal study was conducted with 4th year medical students at the Universidade José do Rosário Vellano. A 12-item, self-report questionnaire on student anxiety at performing gynecological examinations was applied before and after SBT, with answers being given on a Likert-type scale. After training, the self-confidence levels and satisfaction of the students related to the learning process were also evaluated. Results Eighty students with a mean age of 24.1 ± 4.2 years were included in the study. Of these, 62.5% were women. Pre-SBT evaluation showed that students were more anxious at performing a pelvic examination than a breast examination (2.4 ± 1.0 versus 1.7 ± 0.8, respectively; p < 0.001). The primary reason for anxiety regarding both pelvic and breast examination was fear of hurting the patient. SBT significantly reduced student anxiety (2.0 ± 0.8 versus 1.5 ± 0.5, respectively; p < 0.001). The satisfaction and self-confidence of the students were found to be high (6.8 ± 0.3 and 6.0 ± 0.9, respectively), with no difference between genders. Conclusion The use of SBT in teaching students to perform pelvic and breast examinations resulted in reduced anxiety and increased self-confidence in a group of medical students of both genders, with high levels of satisfaction in relation to the training.


Children ◽  
2021 ◽  
Vol 8 (7) ◽  
pp. 537
Author(s):  
Jaimie K. Beveridge ◽  
Maria Pavlova ◽  
Joel Katz ◽  
Melanie Noel

Sensitivity to pain traumatization (SPT) is defined as the propensity to develop responses to pain that resemble a traumatic stress reaction. To date, SPT has been assessed in adults with a self-report measure (Sensitivity to Pain Traumatization Scale (SPTS-12)). SPT may also be relevant in the context of parenting a child with chronic pain, as many of these parents report clinically elevated posttraumatic stress symptoms (PTSS). This study aimed to develop and validate a measure of parent SPT by adapting the SPTS-12 and evaluating its psychometric properties in a sample of parents whose children have chronic pain. In total, 170 parents (90.6% female) and children (aged 10–18 years, 71.2% female) were recruited from a tertiary chronic pain program. Parents completed the parent version of the SPTS-12 (SPTS-P) and measures of PTSS, depression, and parenting behaviors. Youth completed measures of pain. Consistent with the SPTS-12, the SPTS-P demonstrated a one-factor structure that accounted for 45% of the variance, adequate to good reliability and moderate construct validity. Parent SPT was positively related to their protective and monitoring behaviors but was unrelated to youth pain intensity, unpleasantness, and interference. These results provide preliminary evidence for the psychometric properties of the SPTS-P and highlight the interaction between parent distress about child pain and parent responses to child pain.


2001 ◽  
Vol 88 (2) ◽  
pp. 481-482 ◽  
Author(s):  
Peter Muris ◽  
Nicole Bogie ◽  
Angelina Hoogsteder

The Resourceful Adolescent Program is an early intervention program designed to enhance psychological resilience in adolescents with emotional problems. Eight adolescents with high anxious and/or depressive symptoms were treated with this 11-session group program. Treatment effects were examined by means of self-report questionnaires of anxiety, depression, and self-efficacy. Pre- and postintervention data showed reductions in anxiety and depression scores and a concomitant increase in adolescents' self-efficacy.


2019 ◽  
Vol 3 (2) ◽  
pp. 539-550 ◽  
Author(s):  
Véronique Paban ◽  
Julien Modolo ◽  
Ahmad Mheich ◽  
Mahmoud Hassan

We aimed at identifying the potential relationship between the dynamical properties of the human functional network at rest and one of the most prominent traits of personality, namely resilience. To tackle this issue, we used resting-state EEG data recorded from 45 healthy subjects. Resilience was quantified using the 10-item Connor-Davidson Resilience Scale (CD-RISC). By using a sliding windows approach, brain networks in each EEG frequency band (delta, theta, alpha, and beta) were constructed using the EEG source-space connectivity method. Brain networks dynamics were evaluated using the network flexibility, linked with the tendency of a given node to change its modular affiliation over time. The results revealed a negative correlation between the psychological resilience and the brain network flexibility for a limited number of brain regions within the delta, alpha, and beta bands. This study provides evidence that network flexibility, a metric of dynamic functional networks, is strongly correlated with psychological resilience as assessed from personality testing. Beyond this proof-of-principle that reliable EEG-based quantities representative of personality traits can be identified, this motivates further investigation regarding the full spectrum of personality aspects and their relationship with functional networks.


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