Assessing Self-concept as a Mediator Between Anger and Resilience in Adolescents With Cancer in Taiwan

"My body is a cage": A qualitative investigation into the self-discrepancy experiences of young women with metastatic cancer

OBJECTIVES

The current study investigated self-discrepancy experiences of young women with metastatic cancer.

METHODS

Semistructured interviews were conducted. Data were analyzed through interpretative phenomenological analysis.

FINDINGS

Eight female patients with metastatic cancer aged between 27 and 38 years formed the sample. Three superordinate themes emerged: (1) compulsory changes in self-concept with ambivalent evaluations; (2) new ideals not on the agenda of a healthy young woman; and (3) so-called 'minimalist' expectations from others.

DISCUSSION

Findings indicated that diagnosis and treatment of metastatic cancer impose unique developmental challenges for young adult women. Advanced cancer disrupted the tasks and responsibilities of young adulthood, resulting in frustration, grief, isolation, and overcompensation. These findings suggest that a developmental perspective is crucial when working with self-discrepancy experiences of young women with metastatic cancer.

Word of mouth from an adolescent with cancer in the convalescence stage to exploring their mental health after treatment

To explore the psychological experience and emotional needs of returning to family and society after treatment in an adolescent with cancer. A phenomenological research design was employed to conduct a semi-structured interview with nine cancer adolescents in the convalescence stage. Colaizzi's seven-step analysis was used for the data analysis. Three themes of the psychological experience of an adolescent with cancer in convalescence were summarized: continuous negative emotions, emotionally intense behavior, and discomfort of returning to society. The psychological experience of an adolescent with cancer in convalescence returning to family and community is sensitive and complex. Medical staff, families, and schools should provide personalized care according to their different psychological characteristics and emotional needs so that they can return to family and society smoothly.

Defining and Measuring Resilience in Children with a Chronic Disease: a Scoping Review

More than 25% of all children grow up with a chronic disease. They are at higher risk for developmental and psychosocial problems. However, children who function resiliently manage to adapt positively to these challenges. We aim to systematically review how resilience is defined and measured in children with a chronic disease. A search of PubMed, Cochrane, Embase, and PsycINFO was performed on December 9, 2022, using resilience, disease, and child/adolescent as search terms. Two reviewers independently screened articles for inclusion according to predefined criteria. Extraction domains included study characteristics, definition, and instruments assessing resilience outcomes, and resilience factors. Fifty-five out of 8766 articles were identified as relevant. In general, resilience was characterized as positive adaptation to adversity. The included studies assessed resilience by the outcomes of positive adaptation, or by resilience factors, or both. We categorized the assessed resilience outcomes into three groups: personal traits, psychosocial functioning, and disease-related outcomes. Moreover, myriad of resilience factors were measured, which were grouped into internal resilience factors (cognitive, social, and emotional competence factors), disease-related factors, and external factors (caregiver factors, social factors, and contextual factors). Our scoping review provides insight into the definitions and instruments used to measure resilience in children with a chronic disease. More knowledge is needed on which resilience factors are related to positive adaptation in specific illness-related challenges, which underlying mechanisms are responsible for this positive adaptation, and how these underlying mechanisms interact with one another.

Supplementary Information

The online version contains supplementary material available at 10.1007/s42844-023-00092-2.

Discovering the Context of People With Disabilities: Semantic Categorization Test and Environmental Factors Mapping of Word Embeddings from Reddit

BACKGROUND

The World Health Organization's International Classification of Functioning Disability and Health (ICF) conceptualizes disability not solely as a problem that resides in the individual, but as a health experience that occurs in a context. Word embeddings build on the idea that words that occur in similar contexts tend to have similar meanings. In spite of both sharing "context" as a key component, word embeddings have been scarcely applied in disability. In this work, we propose social media (particularly, Reddit) to link them.

OBJECTIVE

The objective of our study is to train a model for generating word associations using a small dataset (a subreddit on disability) able to retrieve meaningful content. This content will be formally validated and applied to the discovery of related terms in the corpus of the disability subreddit that represent the physical, social, and attitudinal environment (as defined by a formal framework like the ICF) of people with disabilities.

METHODS

Reddit data were collected from pushshift.io with the pushshiftr R package as a wrapper. A word2vec model was trained with the wordVectors R package using the disability subreddit comments, and a preliminary validation was performed using a subset of Mikolov analogies. We used Van Overschelde's updated and expanded version of the Battig and Montague norms to perform a semantic categories test. Silhouette coefficients were calculated using cosine distance from the wordVectors R package. For each of the 5 ICF environmental factors (EF), we selected representative subcategories addressing different aspects of daily living (ADLs); then, for each subcategory, we identified specific terms extracted from their formal ICF definition and ran the word2vec model to generate their nearest semantic terms, validating the obtained nearest semantic terms using public evidence. Finally, we applied the model to a specific subcategory of an EF involved in a relevant use case in the field of rehabilitation.

RESULTS

We analyzed 96,314 comments posted between February 2009 and December 2019, by 10,411 Redditors. We trained word2vec and identified more than 30 analogies (eg, breakfast - 8 am + 8 pm = dinner). The semantic categorization test showed promising results over 60 categories; for example, s(A relative)=0.562, s(A sport)=0.475 provided remarkable explanations for low s values. We mapped the representative subcategories of all EF chapters and obtained the closest terms for each, which we confirmed with publications. This allowed immediate access (≤ 2 seconds) to the terms related to ADLs, ranging from apps "to know accessibility before you go" to adapted sports (boccia). For example, for the support and relationships EF subcategory, the closest term discovered by our model was "resilience," recently regarded as a key feature of rehabilitation, not yet having one unified definition. Our model discovered 10 closest terms, which we validated with publications, contributing to the "resilience" definition.

CONCLUSIONS

This study opens up interesting opportunities for the exploration and discovery of the use of a word2vec model that has been trained with a small disability dataset, leading to immediate, accurate, and often unknown (for authors, in many cases) terms related to ADLs within the ICF framework.

Assessing resiliency in paediatric rehabilitation: A critical review of assessment tools and applications

BACKGROUNDS

Resiliency has attracted a growing interest in paediatric rehabilitation as a key capacity for disabled children and their families to thrive. This study aimed to identify measures used to assess resiliency of disabled children/youth and their families and critically appraise the current use of resiliency measures to inform future research and practice.

METHODS

A two-stage search strategy was employed. First, systematic reviews of resiliency measures published since 2000 were searched. Second, full names of measures identified in at least two systematic reviews were searched across four electronic databases. Included studies assessed resiliency among children/youth (0-18 years old) with chronic health conditions and/or disabilities and their families. Identified articles were then analysed to discern the study's definition of resiliency, authors' rationales for measurement selection, and types of perceived adversities facing the study participants.

RESULTS

From an initial yield of 25 measures identified in five systematic reviews, 11 were analysed in two or more reviews. The second stage yielded 41 empirical studies published between 2012 and 2018, which used 8 of the 11 resiliency measures searched by name. Of 41, 17 studies measured resiliency of disabled children/youth, 23 assessed resiliency within family members, and 1 studied both children/youth and their families. Our critical appraisal identified inconsistencies between the studies' definition of resiliency and chosen measures' operationalization, implicit assumption of disabilities as a developmental risk that automatically results in life adversities, and the tendency among family studies to reduce resiliency down to stress coping skills. Research that encompasses contextual factors and developmental influences is lacking.

CONCLUSIONS

There is a need for a situated measurement approach that captures multiple interacting factors shaping resiliency over one's life course. Resiliency measures would benefit from a greater focus on a person-environment transaction and an alternative definition of resiliency that accounts for multiple capacities to navigate through disabling environments.

A Correlational Study of Acute Stress and Resilience Among Hospitalized Burn Victims Following the Taiwan Formosa Fun Coast Explosion

Although the survival rate of burn patients in the Formosa Fun Coast Explosion disaster increased significantly, for patients facing long-term rehabilitation, there remained great stress. Therefore, the aim of this study was to explore the predictors of resilience among burn patients in this major disaster. We conducted a cross-sectional, descriptive study in a medical center in northern Taiwan, with a total of 30 burn patients enrolled. Patients' demographics were collected, and the Resilience Scale and Perceived Stress Scale were administered. Multivariate statistical analysis by stepwise and linear regression was used to test these predictors of resilience. The results showed that perceived stress was the key predictor of resilience in the stepwise regression analysis and by adjusting variables including stress level, gender, and education level. These results indicate that the stress level of burn patients should be determined first to provide more targeted methods for reducing stress and improving resilience.