Coping profiles common to older African American cancer survivors: relationships with quality of life

A qualitative exploration of the spiritual wellbeing of women with advanced cervical cancer in Ghana

BACKGROUND

Spiritual wellbeing is one of the most important aspects of human health, alongside physical, psychological and social factors. Religiosity/spirituality can play a critical role in the lives of people experiencing life-threatening illnesses, such as cervical cancer. Most women with cervical cancer in Africa, including Ghana, are diagnosed at the advanced stage. These women lean on their spiritual connections for strength during their illness. Despite the fact that numerous studies have been conducted on the relevance of religiosity/spirituality in the experience of cancer in other jurisdictions, the same cannot be said about Ghana. The study aims to fill this gap in the literature.

AIM

To explore the spiritual wellbeing of women diagnosed with advanced cervical cancer in Ghana.

METHOD

A qualitative explorative design was employed, with purposive sampling used to recruit 15 women with advanced cervical cancer from a cancer treatment centre of a teaching hospital in Ghana. Individual face-to-face interviews, lasting between 45-90 minutes, were used to gather information. Interviews were audio taped with participants' consent. Data were analysed using thematic content analysis.

FINDINGS

The following sub-themes were identified within one overarching theme of the spiritual wellbeing of women with advanced cervical cancer: the meaning of illness and acceptance; a sense of hope and religiosity; uncertainty; and the will to live.

CONCLUSION

Many participants believed they were bewitched, and the devil was responsible for their cervical cancer. Healthcare providers should adopt a multi-disciplinary approach and widen their care strategies to include spirituality, to enhance the treatment outcomes of women living with advanced cervical cancer.

A scoping review of the clinical application of machine learning in data-driven population segmentation analysis

OBJECTIVE

Data-driven population segmentation is commonly used in clinical settings to separate the heterogeneous population into multiple relatively homogenous groups with similar healthcare features. In recent years, machine learning (ML) based segmentation algorithms have garnered interest for their potential to speed up and improve algorithm development across many phenotypes and healthcare situations. This study evaluates ML-based segmentation with respect to (1) the populations applied, (2) the segmentation details, and (3) the outcome evaluations.

MATERIALS AND METHODS

MEDLINE, Embase, Web of Science, and Scopus were used following the PRISMA-ScR criteria. Peer-reviewed studies in the English language that used data-driven population segmentation analysis on structured data from January 2000 to October 2022 were included.

RESULTS

We identified 6077 articles and included 79 for the final analysis. Data-driven population segmentation analysis was employed in various clinical settings. K-means clustering is the most prevalent unsupervised ML paradigm. The most common settings were healthcare institutions. The most common targeted population was the general population.

DISCUSSION

Although all the studies did internal validation, only 11 papers (13.9%) did external validation, and 23 papers (29.1%) conducted methods comparison. The existing papers discussed little validating the robustness of ML modeling.

CONCLUSION

Existing ML applications on population segmentation need more evaluations regarding giving tailored, efficient integrated healthcare solutions compared to traditional segmentation analysis. Future ML applications in the field should emphasize methods' comparisons and external validation and investigate approaches to evaluate individual consistency using different methods.

Application of Critical Race Theory in Palliative Care Research: A Scoping Review

CONTEXT

Structural racism negatively impacts individuals and populations. In the medical literature, including that of palliative care, structural racism's influence on interracial differences in outcomes remains poorly examined. Examining the contribution of structural racism to outcomes is paramount to promoting equity.

OBJECTIVES

We examined portrayals of race and racial differences in outcomes in the palliative care literature and created a framework using critical race theory (CRT) to aid in this examination.

METHODS

We reviewed the CRT literature and iteratively developed a rubric to examine when and how differences between races are described. Research articles published in The Journal of Pain and Symptom Management presenting empiric data specifically including findings about racial differences were examined independently by three reviewers using the rubric.

RESULTS

Fifty-seven articles met inclusion criteria. Articles that specifically described racial differences were common in the topic areas of quality (75% of articles), hospice (53%), palliative care services (40%) and spirituality/religion (40%). The top three reasons posited for racial differences were patient preference (26%), physician bias (23%), and cultural barriers (21%). Using the CRT rubric we found that 65% of articles posited that a racial difference was something that needed to be rectified, while articles rarely provided narrative (5%) or other data on perspectives of people of color (11%) to explain assumptions about differences.

CONCLUSION

Palliative care research frequently highlights racial differences in outcomes. Articles that examine racial differences often assume that differences need to be fixed but posit reasons for differences without the narratives of those most affected by them.

Transitions in coping profiles after breast cancer diagnosis: implications for depressive and physical symptoms

The objective of this study was to determine whether: (a) cancer-related coping profiles change across time; (b) coping profile transition types predict changes in depressive and physical symptoms. Latent transition analysis was conducted with repeated measures of seven cancer-related coping processes from 460 women recently diagnosed with breast cancer. In multilevel models, coping profile transition groups were entered as predictors of symptoms across 12 months. Three coping profiles emerged at study entry, with two profiles at later assessments. Forty-eight percent of women maintained high-moderate approach-oriented coping over time. Specific factors (e.g., age, acceptance of emotions) differentiated the transition groups. Women who increased and then maintained high-moderate approach-oriented coping had relatively high initial depressive symptoms that declined steeply. When cancer-related acceptance predominated, women experienced increasing physical symptoms. Distinct cancer-related coping patterns are related to the level of and change in depressive and physical symptoms longitudinally. Early intervention to increase approach-oriented coping strategies could yield favorable outcomes.

Coping style at diagnosis and its association with subsequent health-related quality of life in women with breast cancer: A 3-year follow-up study

PURPOSE

The aim of this study was to describe distinct coping styles of women newly diagnosed with breast cancer and to determine whether there is an association between those styles and the women's long-term health-related quality of life (HRQOL).

METHODS

Using a prospective longitudinal study design, we enrolled 101 women recently diagnosed with breast cancer in South Korea and asked them to complete a questionnaire that included the Mini-Mental Adjustment to Cancer (Mini-MAC) scale and the European Organization for Research and Treatment of Cancer Quality of Life Questionnaire Core 30 (EORTC QLQ-C30).

RESULTS

From the baseline data, we identified two coping style clusters. The first ("FS cluster") had higher scores on the fighting spirit subscale and lower scores on the helpless-hopeless and anxious preoccupation subscales (n = 52, 51.5%), while the second ("HHAP cluster") scored higher on the helpless-hopeless and anxious preoccupation subscales and lower on the fighting spirit subscale (n = 49, 48.5%). In the longitudinal analysis, the FS cluster had a better HRQOL then the HHAP cluster for 2 years after diagnosis, but the HRQOLs did not differ significantly 3 years after diagnosis.

CONCLUSIONS

Maladaptive coping at diagnosis may predict poor HRQOL in women with breast cancer. Regular screening of coping style and interventions to improve poor coping style should be considered for at least 2 years post initial diagnosis.

Using Mixed-Methods Research to Study Coping Strategies among Colorectal Cancer Patients

Objective:

The objective was to identify and understand the coping strategies of colorectal cancer (CRC) patients.

Methods:

A mixed-methods approach including quantitative and qualitative methods was used to collect data from Jordanian patients. In the quantitative phase, we aimed to determine the coping strategies employed in a representative sample (n = 200) of Jordanian adult patients with CRC using the Jalowiec Coping Scale. In the qualitative phase, we aimed to understand these coping strategies through an in-depth and detailed exploration. A sample of ten participants was chosen purposefully based on their coping score in the quantitative phase, and interviews were conducted. Quantitative data were analyzed using SPSS software version 23. Qualitative data were analyzed using directed content analysis.

Results:

Results from the quantitative phase indicated that evasive coping strategies were used predominantly, followed by confrontive coping strategies and optimistic coping strategies. In contrast, fatalistic and emotive coping strategies had the lowest scores. In addition, the results indicated that the total scores for the effectiveness of coping strategies ranged from 42 to 143, with a mean of 93.45 (standard deviation 13.67); higher scores reflected greater effectiveness. Content analysis in the qualitative phase identified three themes, and subcategories emerged, including perceived collaborative support, increased awareness of treatment, and internal power.

Conclusions:

CRC patients used different coping strategies to face the new challenge. Oncology nurses can play a pivotal role in enhancing these coping strategies through implementing multidisciplinary programs.

Financial stress response profiles and psychosocial functioning in low-income parents

Parenting in the context of poverty is accompanied by heightened stress and heightened stakes. How parents respond to poverty-related stress has important implications for family functioning, but research investigating individual differences in low-income mothers' and fathers' responses to financial stress and their associations with parents' concurrent psychosocial adaptation is lacking. A better understanding of differences in stress responses among low-income parents is required to develop and tailor prevention programs that meet these families' needs. This study applies latent profile analysis (LPA) to identify and describe profiles of financial stress responses (problem solving, emotion regulation, emotion expression, cognitive restructuring, positive thinking, acceptance, distraction, denial, avoidance, wishful thinking, rumination, intrusive thoughts, emotional arousal, physiologic arousal, impulsive action, emotional numbing, cognitive interference, escape, and inaction) and examines associations between profile membership and psychosocial functioning in low-income parents. Five profiles were identified that were distinguished by self-reported voluntary and involuntary financial stress responses: active (32% of sample), low (11%), high (11%), negative cognitive (NC; 17%), and average (29%) responders. Notable differences emerged on measures of life stress, economic hardship, psychopathology, and social support, with individuals in the NC responders profile reporting the most difficulty and members of the active responders profile reporting the greatest adaptation. These findings offer a more nuanced understanding of how mothers and fathers respond to chronic poverty-related stress and have valuable implications for intervention efforts to promote adaptive stress responses and psychosocial functioning in low-income families. (PsycINFO Database Record

Messages of Hope: Helping Family Members to Overcome Fears and Fatalistic Attitudes Toward Cancer

This qualitative study explored strategies family members of African-American cancer patients used to overcome their fears and fatalistic attitudes toward cancer. Twenty-four family members were recruited through criterion purposeful sampling. Data were collected and analyzed using open-ended interviews and thematic analysis. Fears and fatalistic attitudes could be traced to personal experiences with cancer and information being communicated within their networks. Strategies used to overcome fears and fatalistic attitudes toward cancer included an awareness of advances in cancer treatments, information obtained from their health-care providers, and faith in God. Family members supported the patient through efforts of encouraging them to talk about what they were going through, to be strong, to maintain a positive environment and normalcy, and to use spirituality as a source of strength. Family members also suggested that health-care providers and researchers tailor intervention studies to consider that the patient is a part of a larger family system and that the entire family needs support to overcome long-held fears and fatalistic attitudes toward cancer. These findings suggest that despite advances in cancer care and widespread media coverage to change perceptions about cancer, fears and fatalistic attitudes toward cancer persist and likely influence the family members' ability to optimally support the cancer patient. At the time of diagnosis, both patient and the entire family unit should be educated of advances in cancer care, that cancer is no longer a death sentence, and supported to overcome fears and fatalistic attitudes.

Assessment of coping: a new french four-factor structure of the brief COPE inventory

BACKGROUND

The Brief Coping Orientation to Problems Experienced (Brief COPE) inventory is the most usual measure to identify the nature of coping strategies implemented by individuals and explore 14 coping strategies. The availability of a structure with fewer factors rather than the initial 14-factor structure may be of interest for both healthcare professionals and researchers. We report the validation process of a 4-factor structure of the French version of the Brief COPE in a French sample of individuals facing a singular life event, such as cancer, including patients and their caregivers.

METHODS

The cross-sectional study included cancer patients and their caregivers. Self-administered data were collected including: socio-demographic (age, gender, marital status, employment status, and education level), coping strategies using the French version of the Brief COPE, quality of life (QoL) using the French version of the short form health survey questionnaire (SF36). Construct validity, internal consistency, reliability, and external validity were tested.

RESULTS

The sample included 398 individuals. The principal component factor analysis identified a 4-factor structure. The dimensions were labeled according to their constitutive items: social support (8 items), problem solving (4), avoidance (10), and positive thinking (6). The 4-factor structure was supported by different theoretical models of coping and showed satisfactory psychometric properties.

CONCLUSION

The 4-factor structure of the French version of the Brief COPE, validated in a sample of individuals facing a singular stressful event, including cancer patients and their caregivers, makes the instrument easier to use both in clinical practice and clinical research.

Coping Profiles Differentiate Psychological Adjustment in Chinese Women Newly Diagnosed With Breast Cancer

Objective. The study aimed to explore latent profiles of coping in Chinese women newly diagnosed with breast cancer and examine the differences of psychological distress, demographic, and medical characteristics across profiles. Methods. Latent profile analysis was used to identify 3 classes of copers based on data from 618 Chinese women newly diagnosed with breast cancer who completed questionnaires assessing their coping strategies and psychological distress. Results. “Adaptive coper,” reporting most use of adaptive cognitive coping strategies, behaviors of acceptance and shifting attention, and least use of maladaptive cognitive coping strategies, had the best psychological adjustment. “Negative coper,” characterized by most use of maladaptive cognitive coping strategies, least use of adaptive cognitive coping strategies except “putting in perspective,” and median levels of medical coping behaviors, had the worst psychological adjustment. “Inconsistent coper,” with great use of all cognitive coping strategies, and most behaviors of fighting against the disease, and fewest behaviors of attention shift, had relatively high levels of psychological distress. Younger age, less education, shorter time since diagnosis, widowed, living in rural areas, and undergoing chemotherapy are possible markers for patients with less adaptive coping patterns. Conclusions. Interventions should be developed according to the different coping profiles of patients, and the key group to target is “negative copers,” who may benefit from cognitive behavioral approaches that combine emotion, cognition and behavior, which could help them more effectively appraise and cope with stressful events.

Preinjury coping, emotional functioning, and quality of life following uncomplicated and complicated mild traumatic brain injury

OBJECTIVE

To identify preinjury coping profiles among adults with uncomplicated mild traumatic brain injury (mTBI) and complicated mTBI and to determine whether preinjury coping profiles contribute to the prediction of emotional functioning and quality of life (QOL) 3 months post-mTBI.

PARTICIPANTS

One hundred eighty-seven persons with medically documented mTBI (uncomplicated mTBI, n = 89; complicated mTBI, n = 98) were recruited from the emergency center of a level I trauma center and followed in community 3 months post-mTBI.

MEASURES

The Ways of Coping Questionnaire was administered within 2 weeks of injury. Cluster analysis was used to group participants on basis of their preinjury use of problem-focused and avoidant coping strategies. The Brief Symptom Inventory and the 36-item Short-Form Health Survey were administered 3 months postinjury.

RESULTS

Cluster analysis distinguished 3 distinct preinjury coping profiles that were differentially associated with outcomes. Participants who used avoidant coping showed the worse emotional functioning and QOL outcomes, although this cluster also reported high usage of problem-focused strategies. Preinjury coping profiles explained a significant proportion of the variance in depression, anxiety, and mental health QOL at 3 months postinjury beyond that accounted for by demographic characteristics and mTBI severity.

CONCLUSIONS

Cluster analysis holds practical value in illustrating the pattern of coping strategies used by person with uncomplicated and complicated mTBI. It appears worthwhile to address coping in future trials of interventions that are aimed at improving emotional functioning after mTBI.

Choice of nonpharmacological pain therapies by ethnically diverse older adults

SUMMARY 

Aim: This study compared nonpharmacological pain therapies used by ethnically diverse older adults with recommendations of family physicians and identified factors associated with nonpharmacological pain therapies use. Methods: Using a descriptive cross-sectional design, 281 participants in four ethnic groups (European Americans, Hispanics, African–Americans, Afro-Caribbeans) with chronic pain were surveyed. Binary logistic regression analyses were employed to determine associated factors. Results & conclusion: Nonaquatic exercise and physical therapy were most frequently recommended by physicians, and nonaquatic exercise was most commonly used by participants. Lower pain levels predicted use of nonaquatic exercise, and ethnicity predicted use of prayer to manage chronic pain. Future research should examine barriers to use of psychological treatments and assess the value of combined physical and psychological treatments.

Theory-guided selection of discrimination measures for racial/ ethnic health disparities research among older adults

OBJECTIVE

Discrimination may contribute to health disparities among older adults. Existing measures of perceived discrimination have provided important insights but may have limitations when used in studies of older adults. This article illustrates the process of assessing the appropriateness of existing measures for theory-based research on perceived discrimination and health.

METHOD

First, we describe three theoretical frameworks that are relevant to the study of perceived discrimination and health-stress-process models, life course models, and the Public Health Critical Race (PHCR) praxis. We then review four widely-used measures of discrimination, comparing their content and describing how well they address key aspects of each framework, and discussing potential areas of modification.

DISCUSSION

Using theory to guide measure selection can help improve understanding of how perceived discrimination may contribute to racial/ethnic health disparities among older adults.

African and Black Caribbean origin cancer survivors: a qualitative study of the narratives of causes, coping and care experiences

OBJECTIVES

Although there is evidence in the U.S.A. and U.K. to suggest that ethnic minority groups have an inferior experience of cancer care, few studies investigate ethnic disparities in satisfaction and care experiences among survivors. Patients' illness perceptions (lay explanations for illness) and coping styles (emotional and behavioural) are influenced by ethnicity-related cultural beliefs and expectations. Depressive illness or fears of recurrence of cancer may also lead to poorer recovery and function. This paper investigates whether ethnic influences explain different coping behaviours, care experiences and help-seeking behaviours.

DESIGN

Eight participants of African or Black Caribbean origin were recruited from a London support group for a series of qualitative in-depth interviews. The interviews were recorded and transcribed, and the transcripts analysed using a framework method of qualitative data analysis. The emergent themes were tested and documented to reflect the issues of importance to patients.

RESULTS

Lay explanations of causes of cancer were complex and diverse reflecting cultural influences and the impact of contact with health professionals. Generally, positive views about cancer care were found, especially at the secondary care level. Primary care attracted mixed views. In contrast to American studies, no acknowledgement of discrimination on the basis of ethnicity was reported. The need to be resilient and think positively were widely acknowledged as coping strategies. Some coped by avoiding contemplation of their condition or diagnosis. Religious beliefs and practices provided coping mechanisms for some, and a means to improve confidence and avoid distressing contemplation about their condition. Family, friends and charitable groups also provided emotional and practical support.

CONCLUSIONS

Subjects were generally satisfied with their care; different coping styles included positive attitudes, minimisation of difficulties or more realistic consideration of the impact of cancer.