Hopelessness and Other Depressive Symptoms in Adults 70 Years and Older as Predictors of All-Cause Mortality Within 3 Months After Acute Hospitalization: The Hospital-ADL Study

"Just the Facts Ma'am": Moral and Ethical Considerations for Artificial Intelligence in Medicine and its Potential to Impact Patient Autonomy and Hope

Applying machine-based learning and synthetic cognition, commonly referred to as artificial intelligence (AI), to medicine intimates prescient knowledge. The ability of these algorithms to potentially unlock secrets held within vast data sets makes them invaluable to healthcare. Complex computer algorithms are routinely used to enhance diagnoses in fields like oncology, cardiology, and neurology. These algorithms have found utility in making healthcare decisions that are often complicated by seemingly endless relationships between exogenous and endogenous variables. They have also found utility in the allocation of limited healthcare resources and the management of end-of-life issues. With the increase in computing power and the ability to test a virtually unlimited number of relationships, scientists and engineers have the unprecedented ability to increase the prognostic confidence that comes from complex data analysis. While these systems present exciting opportunities for the democratization and precision of healthcare, their use raises important moral and ethical considerations around Christian concepts of autonomy and hope. The purpose of this essay is to explore some of the practical limitations associated with AI in medicine and discuss some of the potential theological implications that machine-generated diagnoses may present. Specifically, this article examines how these systems may disrupt the patient and healthcare provider relationship emblematic of Christ's healing mission. Finally, this article seeks to offer insights that might help in the development of a more robust ethical framework for the application of these systems in the future.

Body image and hopelessness in older adults: The intervening roles of aging self-stereotypes and marital status

The aim of the current study was to examine the association between body image and hopelessness as well as the roles of aging self-stereotypes and marital status in this association in older adults. There were 821 older adults who participated in the present study and completed questionaries about body image, aging self-stereotypes, hopelessness, demographic information (age and sex), marital status, and health status. The results showed that body image was associated with hopelessness in older adults, and aging self-stereotypes mediated the link between body image and hopelessness. Moderated analyses further indicated that the path from body image to aging self-stereotypes was stronger for single older adults than for those who were married. The results emphasize that older adults' dissatisfaction with their body image can enhance negative aging self-stereotypes, which then result in more severe hopelessness. Marital relationships can alleviate the negative effect of body image on aging self-stereotypes in older adults.

Impact of nursing home-acquired pneumonia on the domains of the novel construct of intrinsic capacity: The INCUR study

BACKGROUND

Nursing home-acquired pneumonia (NHAP) and related hospitalizations might lead to abrupt functional declines, especially among nursing home residents. Intrinsic capacity is a novel construct proposed by the World Health Organization specifically designed to capture the physical and cognitive capacities of the aging individual to design personalized interventions. This study aimed to investigate the associations of NHAP and related hospitalizations with several intrinsic capacity domains among nursing home residents.

METHODS

We used data from the INCUR study (n = 754; mean age = 86.1 ± 7.4; 75.2% female). Four intrinsic capacity domains were assessed through the Short Physical Performance Battery (SPPB, locomotion), Abbreviated Mental Test (cognition), 10-items Geriatric Depression scale (GDS-10, mood), the Mini-Nutritional Assessment Short-Form (vitality) at three time-points along 1-year. Linear mixed models were used to analyze longitudinal evolution in the intrinsic capacity domains according to NHAP diagnosis and hospitalization.

RESULTS

A total of 161 (21.4%) were diagnosed with NHAP, and 46 of them (28.6%) required hospitalization. NHAP was significantly associated with declines in the intrinsic capacity vitality domain (β = -0.51; 95% CI -0.84; -0.18). The association was also found for NHAP-related hospitalization (β = -0.97; 95% CI -1.46; -0.48). NHAP-related hospitalization was also associated with worsening in the psychological domain (β = 0.56; 95% CI 0.08; 1.04). No other significant associations were found.

CONCLUSIONS

NHAP and related hospitalization are associated with the deterioration of intrinsic capacity vitality and psychology domains. Prevention of pneumonia may result in better functional evolution in very old and vulnerable nursing home residents.

Mechanisms connecting insomnia to hopelessness among Chinese older adults: Serial mediating roles of fatigue and social support

BACKGROUND

Hopelessness and insomnia remain growing mental health issues worldwide, their relationship has been neglected by international development policies, especially in the countries with rapidly aging population like China. However, there is little conclusive evidence on the mechanisms through which insomnia severity influences hopelessness. Based on previous research regarding the significant associations among fatigue, social support, insomnia and hopelessness, this study aims to investigate the relationship between insomnia and hopelessness as well as how insomnia affects hopelessness through fatigue and social support.

METHODS

A population-based data including 946 community-dwelling older adults extracted from "Elderly Care Household Survey in 2019" in Beijing were used. The age of the participants ranged from 66 to 97 years old, and 53.3% of the respondents were female. Intercorrelations among insomnia, fatigue, social support and hopelessness were examined. Serial multiple mediation models were analyzed by the bootstrapping method to assess whether fatigue and social support serially mediate the relationship between insomnia and hopelessness.

RESULTS

Higher level of insomnia severity (coefficient = 0.0421, p < 0.001), higher level of fatigue (coefficient = 0.0171, p < 0.001), and lower level of social support (coefficient = -0.0320, p < 0.001) were significantly associated with higher level of hopelessness. Fatigue and social support in serial, mediated the relationship between insomnia and hopelessness (total effect: coefficient = 0.0623, 95% CI [0.0466, 0.0780]; total direct effect: coefficient = 0.0421, 95% CI [0.0262, 0.0581]; total indirect effect: coefficient = 0.0202, 95% CI [0.0147, 0.0272]).

CONCLUSIONS

Improving sleep quality and eliminating fatigue could effectively alleviate the sense of hopelessness among Chinese older adults. In addition, establishing stronger social support brought by social network from family and friends could confer resilience against the negative effects of despair brought by insomnia. Our findings highlighted the mechanism connecting insomnia to hopelessness, which would inspire the future practice.

Factors Associated with Hopelessness and the Role of Social Networks Among Chinese Older Adults

OBJECTIVE

The levels of hopelessness affect older adults' physical and mental health. However, there has been a lack of research on the hopelessness among Chinese older adults. The aims of this study were to explore factors associated with hopelessness and the moderating role of social networks among Chinese older adults.

METHOD

We conducted a cross-sectional study among older adults (n = 837) from nine communities in Xi'an and Beijing in China, and collected the participants' levels of hopelessness, demographic information (age and gender), socioeconomic status (marital status, education, monthly income, living status, and alimony), life satisfaction, health information (self-rated health and sleep quality), and quality of social networks.

RESULTS

Of the participants, 61.9% reported different levels of hopelessness symptoms; 71.2% reported poor sleep quality, and 21.1% reported low levels of social networks. A hierarchical multiple regression analysis showed that marital status, monthly income, alimony, life satisfaction, and sleep quality were significantly associated with hopelessness. A PROCESS analysis demonstrated that social networks played a moderating role in the relationship between sleep quality and hopelessness.

CONCLUSION

Chinese older adults who had no spouse, had lower incomes, and were dissatisfied with life were more likely to have higher levels of hopelessness. Furthermore, older adults who did not receive financial support from their children reported higher levels of hopelessness. In addition, the worse the sleep quality the higher levels of hopelessness in older adults. However, high levels of social networks could weaken the negative effect of sleep quality on hopelessness.

Rasch analysis of the living with chronic illness scale in Parkinson's disease

Background

Neurologists play an essential role in facilitating the patient’s process of living with Parkinson’s disease (PD). The Living with Chronic Illness Scale-PD (LW-CI-PD) is a unique available clinical tool that evaluates how the patient is living with PD. The objective of the study was to analyse the LW-CI-PD properties according to the Rasch model.

Methods

An open, international, cross-sectional study was carried out in 324 patients with Parkinson’s disease from four Latin American countries and Spain. Psychometric properties of the LW-CI-PD were tested using Rasch analysis: fit to the Rasch model, item local independency, unidimensionality, reliability, and differential item functioning by age and gender.

Results

Original LW-CI-PD do not fit Rasch model. Modifications emerged included simplifying the response scale and deleting misfit items, the dimensions Acceptance, Coping and Integration showed a satisfactory fit to the Rasch model, with reliability indices greater than 0.70. The dimensions Self-management and Adjustment to the disease did not reach fit to the Rasch model.

Conclusion

Suggestions for improving the LW-CI-PD include a multidimensional and shorter scale with 12 items grouped in three subscales with a simpler response scheme. The final LW-CI-PD Scale version is a reliable scale, with good internal construct validity, that provides Rasch transformed results on linear metric scale.

Motivational factors mediate the association of general self-efficacy and performance outcomes in acutely hospitalised older patients

Objectives

To study (i) the association of general self-efficacy (GSE) on the course of subjective (i.e. basic and instrumental activities of daily living (ADLs and IADLs) and objective physical performance outcomes (short physical performance battery (SPPB)) among older persons from discharge up to 3 months post-discharge and (ii) the extent to whether motivational factors such as depressive symptoms, apathy and fatigue mediate this association.

Methods

Prospective multi-centre cohort of acutely hospitalised patients aged ≥70 (Hospital-ADL study). Structural equation modelling was used to analyse the structural relationships.

Results

The analytic sample included 236 acutely hospitalised patients. GSE had a significant total effect on the course of subjective and objective performance outcomes (ADLs: β = −0.21, P < 0.001, IADLs: β = −0.24, P < 0.001 and SPPB: β = 0.17, P < 0.001). However, when motivational factors as mediator were included into the same model, motivational factors (IADLs: β = 0.51, P < 0.001; SPPB: β = 0.49, P < 0.001) but not GSE remained significantly associated with IADLs (β = −0.06, P = 0.16) and SPPB (β = 0.002, P = 0.97). Motivational factors partially mediated the relationship between GSE and ADLs (β = −0.09, P = 0.04). The percentage of mediation was 55, 74 and 99% for ADLs, IADLs and SPPB, respectively.

Conclusions

Motivational factors and GSE are both associated with subjective and objective performance outcomes. However, the relationship between GSE and subjective and objective performance outcomes was highly mediated by motivational factors. Taken together, this suggests that GSE is important to being physically active but not sufficient to becoming more physical active in acutely hospitalised older patients; motivation is important to improving both subjective and objective performance.

Hopelessness and its correlates with clinical outcomes in an outpatient setting

INTRODUCTION

This study examined whether patients with hopelessness and those without may significantly differ regarding their main presentations and clinical course in a large Italian population.

METHODS

The recruited sample included 583 currently euthymic outpatients with major affective disorders. The Beck Hopelessness Scale (BHS) assessed hopelessness using a cutoff score of 9 or higher. Participants were categorized based on the presence/absence of hopelessness. A binary logistic regression analysis -accounting for age and gender and considering history of psychotherapy, emotional/physical abuse, depressive symptoms, Toronto Alexithymia Scale (TAS) total score, difficulties identifying and communicating feelings as potential predictors- was carried out in order to detect the variables associated with hopelessness.

RESULTS

Individuals with hopelessness, compared to those without, were more likely to be older (p=0.005), females (p=0.01), to have a unipolar depressive disorder (p≤0.05), be prescribed antidepressants and psychotherapy in the past (p=0.001 and p≤0.05). Moreover, individuals with hopelessness scored higher on the Montgomery-Asberg Depression Rating Scale (p≤0.05) and on the emotional (p=<0.001), physical abuse (p≤0.01) and physical neglect (p≤0.05) subscales of the Childhood Trauma Questionnaire - Short form, and reported more difficulties identifying (p≤0.001) and communicating feelings (p≤0.001) than those without hopelessness. The multivariate analysis showed that having difficulties identifying feelings is independently associated with hopelessness.

DISCUSSION

These findings indicate that individuals with difficulties identifying feelings are at higher risk of hopelessness and of negative outcomes. Further studies need to explore the impact of alexithymia on hopelessness and clinical outcomes in the lifetime illness course.