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Scientific Reports Jun 2024Low serum 25(OH)D levels (< 30 nmol/L) have been associated with increased depressive symptom scores over time, and it is believed that functionality may play a...
Association between vitamin D insufficiency and depressive symptoms, and functional disability in community-dwelling Brazilian older adults: results from ELSI-Brazil study.
Low serum 25(OH)D levels (< 30 nmol/L) have been associated with increased depressive symptom scores over time, and it is believed that functionality may play a mediating role in the relationship between 25(OH)D and depressive symptoms. To comprehend the association between these factors could have significant implications for public health policy. The aim of this study was to verify the association between simultaneous vitamin D insufficiency and depressive symptoms, and functional disability in community-dwelling older adults. This was a cross-sectional study with data from the Brazilian Longitudinal Study of Aging (ELSI-Brazil), collected between 2015 and 2016. The outcomes were functional disability assessed through basic activities of daily living (ADL) and instrumental activities of daily living (IADL). The exposures were vitamin D insufficiency (< 30 nmol/L) and depressive symptoms (≥ 4 points in 8-item version of the Center for Epidemiological Studies-Depression). Crude and adjusted Poisson regression was performed to estimate associations. A total of 1781 community-dwelling older adults included in this study, 14.6% had disability in ADL and 47.9% in IADL; 59.7% had vitamin D insufficient levels, and 33.2% depressive symptoms. The concomitant presence of vitamin D insufficient and depressive symptoms increased the prevalence of ADL by 2.20 (95% CI: 1.25; 3.86) and IADL by 1.54 (95% CI: 1.24; 1.91), respectively. Therefore, preventive strategies to keep older adults physically and socially active, with a good level of vitamin D, are essential to avoid depression and functional disability.
Topics: Humans; Brazil; Aged; Male; Vitamin D Deficiency; Female; Depression; Activities of Daily Living; Cross-Sectional Studies; Independent Living; Vitamin D; Disabled Persons; Longitudinal Studies; Middle Aged; Aged, 80 and over
PubMed: 38886459
DOI: 10.1038/s41598-024-62418-z -
Health Care Expenses and Financial Hardship Among Medicare Beneficiaries With Functional Disability.JAMA Network Open Jun 2024Medicare beneficiaries with functional disabilities often require more medical care, leading to substantial financial hardship. However, the precise magnitude and...
IMPORTANCE
Medicare beneficiaries with functional disabilities often require more medical care, leading to substantial financial hardship. However, the precise magnitude and sources of this hardship remain unknown.
OBJECTIVES
To quantify the financial burden from health care expenses by functional disability levels among Medicare beneficiaries.
DESIGN, SETTING, AND PARTICIPANTS
This cross-sectional study used data, including demographic and socioeconomic characteristics, health status, and health care use, from a nationally representative sample of Medicare beneficiaries from the 2013 to 2021 Medical Expenditure Panel Survey. Functional disability was measured using 6 questions and categorized into 3 levels: none (no difficulties), moderate (1-2 difficulties), and severe (≥3 difficulties). Data were analyzed from December 2023 to March 2024.
MAIN OUTCOMES AND MEASURES
Financial hardship from health care expenses was assessed using objective measures (annual out-of-pocket spending, high financial burden [out-of-pocket spending exceeding 20% of income], and catastrophic financial burden [out-of-pocket spending exceeding 40% of income]) and subjective measures (difficulty paying medical bills and paying medical bills over time). We applied weights to produce results representative of national estimates.
RESULTS
The sample included 31 952 Medicare beneficiaries (mean [SD] age, 71.1 [9.7] years; 54.6% female). In weighted analyses, severe functional disability was associated with a significantly higher financial burden from health care expenses, with out-of-pocket spending reaching $2137 (95% CI, $1943-$2330) annually. This exceeded out-of-pocket spending for those without functional disability by nearly $700 per year ($1468 [95% CI, $1311-$1625]) and for those with moderate functional disability by almost $500 per year ($1673 [95% CI, $1620-$1725]). The primary factors that played a role in this difference were home health care ($399 [95% CI, $145-$651]) and equipment and supplies ($304 [95% CI, $278-$330]). Beneficiaries with severe functional disability experienced significantly higher rates of both high and catastrophic financial burden than those without disability and those with moderate disability (13.2% [12.2%-14.1%] vs 9.1% [95% CI, 8.6%-9.5%] and 9.4% [95% CI, 9.1%-9.7%] for high financial burden, respectively, and 8.9% [95% CI, 7.8%-10.1%] vs 6.4% [95% CI, 6.1%-6.8%] and 6.0% [95% CI, 5.6%-6.4%] for catastrophic financial burden, respectively). Similar associations were observed in subjective financial hardship. For example, 11.8% (95% CI, 10.3%-13.3%) of those with severe functional disability experienced problems paying medical bills, compared with 7.7% (95% CI, 7.6%-7.9%) and 9.3% (95% CI, 9.0%-9.6%) of those without functional disability and those with moderate functional disability, respectively. Notably, there were no significant differences in financial hardship among those with Medicaid based on functional disability levels.
CONCLUSIONS AND RELEVANCE
In this cross-sectional study of Medicare beneficiaries, those with severe functional disability levels experienced a disproportionate burden from health care costs. However, Medicaid played a pivotal role in reducing the financial strain. Policymakers should explore interventions that effectively relieve the financial burden of health care in this vulnerable population.
Topics: Humans; United States; Medicare; Female; Male; Cross-Sectional Studies; Aged; Disabled Persons; Health Expenditures; Financial Stress; Aged, 80 and over; Cost of Illness
PubMed: 38884997
DOI: 10.1001/jamanetworkopen.2024.17300 -
Lancet (London, England) Jun 2024Persistent physical symptoms (synonymous with persistent somatic symptoms) is an umbrella term for distressing somatic complaints that last several months or more,... (Review)
Review
Persistent physical symptoms (synonymous with persistent somatic symptoms) is an umbrella term for distressing somatic complaints that last several months or more, regardless of their cause. These symptoms are associated with substantial disability and represent a major burden for patients, health-care professionals, and society. Persistent physical symptoms can follow infections, injuries, medical diseases, stressful life events, or arise de novo. As symptoms persist, their link to clearly identifiable pathophysiology often weakens, making diagnosis and treatment challenging. Multiple biological and psychosocial risk factors and mechanisms contribute to the persistence of somatic symptoms, including persistent inflammation; epigenetic profiles; immune, metabolic and microbiome dysregulation; early adverse life experiences; depression; illness-related anxiety; dysfunctional symptom expectations; symptom focusing; symptom learning; and avoidance behaviours, with many factors being common across symptoms and diagnoses. Basic care consists of addressing underlying pathophysiology and using person-centred communication techniques with validation, appropriate reassurance, and biopsychosocial explanation. If basic care is insufficient, targeted psychological and pharmacological interventions can be beneficial. A better understanding of the multifactorial persistence of somatic symptoms should lead to more specific, personalised, and mechanism-based treatment, and a reduction in the stigma patients commonly face.
Topics: Humans; Medically Unexplained Symptoms; Somatoform Disorders; Risk Factors
PubMed: 38879263
DOI: 10.1016/S0140-6736(24)00623-8 -
BMC Health Services Research Jun 2024Two out of three family caregivers are female. However, current trends show that men are more likely to undertake caregiving duties, yet female caregivers report a...
BACKGROUND
Two out of three family caregivers are female. However, current trends show that men are more likely to undertake caregiving duties, yet female caregivers report a higher burden. This paper analyzed data from long-term family caregivers to determine whether, under similar circumstances, gender differences in caregiving persist. We examined whether the observed gender gap affects caregivers' satisfaction with their health and quality of life.
METHODS
We analyze cross-sectional data from family caregivers of persons with spinal cord injury (SCI) in Switzerland. The data provides comprehensive information about the time and type of weekly tasks family caregivers undertake. To determine differences in caregiving related to gender, we balanced the characteristics of the caregiver and the cared-for person using a propensity score kernel matching. With the balanced sample, we estimated how the observed differences in caregiving varied across cohorts using a Poisson regression.
RESULTS
Under similar circumstances, male and female caregivers invest similar time in caregiving. This result holds for 21 caregiving tasks, except for household chores, where women spent, on average, four more hours per week than male caregivers. Despite these differences, female caregivers report a quality of life and satisfaction with their health that is similar to that of male caregivers.
CONCLUSION
Gender differences in caregiving narrow over time, except for household chores, where female caregivers continue to spend significantly more hours than male caregivers. Measures designed for family caregivers must consider these gender differences, as the support needs of female caregivers can differ greatly from those of male caregivers.
Topics: Humans; Female; Male; Caregivers; Cross-Sectional Studies; Middle Aged; Quality of Life; Sex Factors; Switzerland; Adult; Spinal Cord Injuries; Aged; Personal Satisfaction
PubMed: 38877542
DOI: 10.1186/s12913-024-11191-w -
BMC Health Services Research Jun 2024To reduce the impact of chronic diseases (cardiovascular disease, diabetes mellitus type 2, and chronic lung disease (asthma or chronic obstructive pulmonary disease...
BACKGROUND
To reduce the impact of chronic diseases (cardiovascular disease, diabetes mellitus type 2, and chronic lung disease (asthma or chronic obstructive pulmonary disease (COPD)), it is imperative that care is of high quality and suitable to patients' needs. Patients with intellectual disabilities (ID) differ from the average patient population in general practice because of their limitations in adaptive behaviour and intellectual functioning, and concomitant difficulties recognising and reacting to disease symptoms, proactively searching health information, and independently managing diseases effectively. Because of these differences, information on their care needs is essential for suitable chronic disease management (CDM). Inadequate recognition of the care needs of this vulnerable population may hamper the harmonisation of evidence-based and person-centred care, compounded by issues such as stigma, misconceptions, and diagnostic overshadowing. This study therefore aimed to explore the needs of patients with ID from perspectives of both patients and of healthcare providers (HCPs) in the context of CDM in general practice.
METHODS
This qualitative study recruited patients with ID for face-to-face individual interviews and HCPs for focus groups. With the Chronic Care Model as the underlying framework, semi-structured interviews and focus-group guides were defined to explore patients' care needs and HCPs' perspectives. All interviews and focus groups were audio-recorded and transcribed verbatim. Using Atlas.ti software, data were analysed using reflexive thematic analysis.
RESULTS
Between June and September 2022, 14 patients with ID and cardiovascular disease, diabetes mellitus type 2, and/or asthma/COPD were interviewed; and 32 general practitioners and practice nurses participated in seven focus groups. We identified six care needs underpinning suitable CDM: trusting relationship between patient and HCP; clear expectations about the CDM process; support in disease management; directive decision-making; support in healthy lifestyle; accessible medical information.
CONCLUSIONS
This vulnerable patient population has complex care needs that must be acknowledged for suitable CDM. Although HCPs largely recognise these needs, organisational factors and lack of training or experience with patients with ID hamper HCPs' ability to fully adjust care provision to these needs. Access to, and knowledge of, easy-language information on chronic diseases and communication guidelines could aid HCPs to facilitate patients in managing their diseases more adequately.
Topics: Humans; Chronic Disease; Male; Netherlands; Female; Intellectual Disability; Middle Aged; General Practice; Qualitative Research; Focus Groups; Adult; Aged; Health Services Needs and Demand; Needs Assessment; Interviews as Topic; Pulmonary Disease, Chronic Obstructive; Diabetes Mellitus, Type 2; Asthma
PubMed: 38877510
DOI: 10.1186/s12913-024-11155-0 -
Nursing Open Jun 2024To understand the experiences of individuals who undergo LEA due to DFU after disability.
AIM
To understand the experiences of individuals who undergo LEA due to DFU after disability.
DESIGN
A descriptive research design in qualitative research.
METHODS
Semi-structured interviews were used in this qualitative descriptive study. Eleven middle-aged patients (45-59 years) who underwent LEA due to DFU were purposively selected and interviewed. Qualitative data were thematically analysed.
RESULTS
Three themes and 10 subthemes were identified. The themes were (1) role function confusion, (2) self-concept stress and (3) unreasonable objective support. Subthemes included (1) weakened career role, (2) family role reversal, (3) social role restriction, (4) over-focusing on appearance, (5) immersion in patient experience, (6) living with faith, (7) polarization of independent consciousness, (8) low perceived benefits of peer support, (9) existence of treatment disruption and (10) poor participation in medical decision-making.
Topics: Humans; Qualitative Research; Middle Aged; Male; Female; China; Amputation, Surgical; Diabetic Foot; Disabled Persons; Lower Extremity; Social Support; Interviews as Topic; Self Concept
PubMed: 38875354
DOI: 10.1002/nop2.2213 -
JAMA Health Forum Jun 2024
Topics: Humans; United States; Disabled Persons; National Institutes of Health (U.S.); Health Status Disparities
PubMed: 38874959
DOI: 10.1001/jamahealthforum.2024.1185 -
The Lancet Regional Health. Western... Jun 2024In China, dementia poses a significant public health challenge, exacerbated by an ageing population and lifestyle changes. This study assesses the temporal trends and...
Temporal trends and disparities of population attributable fractions of modifiable risk factors for dementia in China: a time-series study of the China health and retirement longitudinal study (2011-2018).
BACKGROUND
In China, dementia poses a significant public health challenge, exacerbated by an ageing population and lifestyle changes. This study assesses the temporal trends and disparities in the population-attributable fractions (PAFs) of modifiable risk factors (MRFs) for new-onset dementia from 2011 to 2018.
METHODS
We used data from the China Health and Retirement Longitudinal Study (CHARLS), covering 75,214 person-waves. We calculated PAFs for 12 MRFs identified by the Lancet Commission (including six early-to mid-life factors and six late-life factors). We also determined the individual weighted PAFs (IW-PAFs) for each risk factor. Subgroup analyses were conducted by sex, socio-economic status (SES), and geographic location.
FINDINGS
The overall PAF for dementia MRFs had a slight increase from 45.36% in 2011 to 52.46% in 2018, yet this change wasn't statistically significant. During 2011-2018, the most contributing modifiable risk was low education (average IW-PAF 11.3%), followed by depression, hypertension, smoking, and physical inactivity. Over the eight-year period, IW-PAFs for risk factors like low education, hypertension, hearing loss, smoking, and air pollution showed decreasing trends, while others increased, but none of these changes were statistically significant. Sex-specific analysis revealed higher IW-PAFs for traumatic brain injury (TBI), social isolation, and depression in women, and for alcohol and smoking in men. The decline in IW-PAF for men's hearing loss were significant. Lower-income individuals had higher overall MRF PAFs, largely due to later-life factors like depression. Early-life factors, such as TBI and low education, also contributed to SES disparities. Rural areas reported higher overall MRF PAFs, driven by factors like depression, low education, and hearing loss. The study also found that the gap in MRF PAFs across different SES groups or regions either remained constant or increased over the study period.
INTERPRETATION
The study reveals a slight but non-significant increase in dementia's MRF PAF in China, underscoring the persistent relevance of these risk factors. The findings highlight the need for targeted public health strategies, considering the demographic and regional differences, to effectively tackle and reduce dementia risk in China's diverse population.
FUNDING
This work was supported by the PKU Young Scholarship in Global Health and Development.
PubMed: 38872868
DOI: 10.1016/j.lanwpc.2024.101106 -
Mathematical Biosciences and... Apr 2024This research introduces a novel dual-pathway convolutional neural network (DP-CNN) architecture tailored for robust performance in Log-Mel spectrogram image analysis...
This research introduces a novel dual-pathway convolutional neural network (DP-CNN) architecture tailored for robust performance in Log-Mel spectrogram image analysis derived from raw multichannel electromyography signals. The primary objective is to assess the effectiveness of the proposed DP-CNN architecture across three datasets (NinaPro DB1, DB2, and DB3), encompassing both able-bodied and amputee subjects. Performance metrics, including accuracy, precision, recall, and F1-score, are employed for comprehensive evaluation. The DP-CNN demonstrates notable mean accuracies of 94.93 ± 1.71% and 94.00 ± 3.65% on NinaPro DB1 and DB2 for healthy subjects, respectively. Additionally, it achieves a robust mean classification accuracy of 85.36 ± 0.82% on amputee subjects in DB3, affirming its efficacy. Comparative analysis with previous methodologies on the same datasets reveals substantial improvements of 28.33%, 26.92%, and 39.09% over the baseline for DB1, DB2, and DB3, respectively. The DP-CNN's superior performance extends to comparisons with transfer learning models for image classification, reaffirming its efficacy. Across diverse datasets involving both able-bodied and amputee subjects, the DP-CNN exhibits enhanced capabilities, holding promise for advancing myoelectric control.
Topics: Humans; Electromyography; Neural Networks, Computer; Amputees; Gestures; Algorithms; Signal Processing, Computer-Assisted; Upper Extremity; Male; Adult; Female; Young Adult; Middle Aged; Reproducibility of Results
PubMed: 38872555
DOI: 10.3934/mbe.2024252 -
Chiropractic & Manual Therapies Jun 2024To assess the concurrent validity and inter-rater agreement of the diagnosis of musculoskeletal (MSK) conditions using synchronous telehealth compared to standard... (Review)
Review
OBJECTIVES
To assess the concurrent validity and inter-rater agreement of the diagnosis of musculoskeletal (MSK) conditions using synchronous telehealth compared to standard in-person clinical diagnosis.
METHODS
We searched five electronic databases for cross-sectional studies published in English in peer-reviewed journals from inception to 28 September 2023. We included studies of participants presenting to a healthcare provider with an undiagnosed MSK complaint. Eligible studies were critically appraised using the QUADAS-2 and QAREL criteria. Studies rated as overall low risk of bias were synthesized descriptively following best-evidence synthesis principles.
RESULTS
We retrieved 6835 records and 16 full-text articles. Nine studies and 321 patients were included. Participants had MSK conditions involving the shoulder, elbow, low back, knee, lower limb, ankle, and multiple conditions. Comparing telehealth versus in-person clinical assessments, inter-rater agreement ranged from 40.7% agreement for people with shoulder pain to 100% agreement for people with lower limb MSK disorders. Concurrent validity ranged from 36% agreement for people with elbow pain to 95.1% agreement for people with lower limb MSK conditions.
DISCUSSION
In cases when access to in-person care is constrained, our study implies that telehealth might be a feasible approach for the diagnosis of MSK conditions. These conclusions are based on small cross-sectional studies carried out by similar research teams with similar participant demographics. Additional research is required to improve the diagnostic precision of telehealth evaluations across a larger range of patient groups, MSK conditions, and diagnostic accuracy statistics.
Topics: Humans; Musculoskeletal Diseases; Telemedicine; Reproducibility of Results; Cross-Sectional Studies
PubMed: 38872176
DOI: 10.1186/s12998-024-00542-3